tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_tumor_tissue_site CLI_pathologic_stage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage CLI_gender CLI_date_of_initial_pathologic_diagnosis CLI_days_to_last_known_alive CLI_radiation_therapy CLI_histological_type CLI_number_pack_years_smoked CLI_year_of_tobacco_smoking_onset CLI_number_of_lymph_nodes CLI_race CLI_ethnicity CLUS_CN_cNMF CLUS_Methlyation_cNMF CLUS_RPPA_cNMF CLUS_RPPA_cHierarchical CLUS_mRNAseq_cNMF CLUS_mRNAseq_cHierarchical CLUS_miRseq_cNMF CLUS_miRseq_cHierarchical CLUS_miRseq_Mature_cNMF CLUS_miRseq_Mature_cHierarchical SMG_mutsig2.0_ADAM19_cosmic SMG_mutsig2.0_AGTR1 SMG_mutsig2.0_B2M SMG_mutsig2.0_BRAF_cosmic SMG_mutsig2.0_C6 SMG_mutsig2.0_C6orf136 SMG_mutsig2.0_CASP8 SMG_mutsig2.0_CBWD1 SMG_mutsig2.0_CD1E SMG_mutsig2.0_CDKN2A SMG_mutsig2.0_CNTNAP5 SMG_mutsig2.0_CTCF SMG_mutsig2.0_CUL3 SMG_mutsig2.0_CYLD SMG_mutsig2.0_DCAF12L2 SMG_mutsig2.0_DOK6 SMG_mutsig2.0_DPP10 SMG_mutsig2.0_DPPA2 SMG_mutsig2.0_EBF3_cosmic SMG_mutsig2.0_EP300 SMG_mutsig2.0_EPDR1 SMG_mutsig2.0_EPHA2 SMG_mutsig2.0_EYA1 SMG_mutsig2.0_FAM150A SMG_mutsig2.0_FAT1 SMG_mutsig2.0_FBXW7 SMG_mutsig2.0_FCRL4 SMG_mutsig2.0_FGFR3_cosmic SMG_mutsig2.0_GATA2 SMG_mutsig2.0_GFRAL SMG_mutsig2.0_GRXCR1 SMG_mutsig2.0_HBG2 SMG_mutsig2.0_HIST1H3C SMG_mutsig2.0_HLA-A SMG_mutsig2.0_HLA-B SMG_mutsig2.0_HRAS SMG_mutsig2.0_ITGA8 SMG_mutsig2.0_KCNT2 SMG_mutsig2.0_KEAP1 SMG_mutsig2.0_KHDRBS2 SMG_mutsig2.0_KIR3DL2 SMG_mutsig2.0_LCP1 SMG_mutsig2.0_LIN28B SMG_mutsig2.0_MAPK1 SMG_mutsig2.0_MEF2C SMG_mutsig2.0_MEFV_cosmic SMG_mutsig2.0_NEDD8 SMG_mutsig2.0_NEUROD6 SMG_mutsig2.0_NFE2L2 SMG_mutsig2.0_NLRP8_cosmic SMG_mutsig2.0_NOTCH1 SMG_mutsig2.0_NPFFR2 SMG_mutsig2.0_NRF1 SMG_mutsig2.0_NSD1 SMG_mutsig2.0_NXPH1 SMG_mutsig2.0_OR2L13 SMG_mutsig2.0_OR2M2 SMG_mutsig2.0_OR2M5 SMG_mutsig2.0_OR5D13 SMG_mutsig2.0_OR5L1 SMG_mutsig2.0_PIK3CA SMG_mutsig2.0_PIK3R1_cosmic SMG_mutsig2.0_POM121L12 SMG_mutsig2.0_POTEG SMG_mutsig2.0_PRB2 SMG_mutsig2.0_PSG8 SMG_mutsig2.0_PTEN SMG_mutsig2.0_RAC1 SMG_mutsig2.0_RASA1 SMG_mutsig2.0_RB1_cosmic SMG_mutsig2.0_REG1B SMG_mutsig2.0_RHOA SMG_mutsig2.0_RSRC1 SMG_mutsig2.0_SMAD4 SMG_mutsig2.0_SPANXN2 SMG_mutsig2.0_SPATA16 SMG_mutsig2.0_TGFBR2 SMG_mutsig2.0_TP53 SMG_mutsig2.0_TRIM43 SMG_mutsig2.0_ULK2 SMG_mutsig2.0_ZNF676 SMG_mutsig2.0_ZNF750 SMG_mutsig2.0_ZNF99 SMG_mutsig.CV_ADAM19_cosmic SMG_mutsig.CV_ADCY8 SMG_mutsig.CV_ADSS SMG_mutsig.CV_AMPH SMG_mutsig.CV_ASXL1 SMG_mutsig.CV_ATP13A4 SMG_mutsig.CV_ATP8A1 SMG_mutsig.CV_ATXN3 SMG_mutsig.CV_B2M SMG_mutsig.CV_BRAF_cosmic SMG_mutsig.CV_BSX SMG_mutsig.CV_C6 SMG_mutsig.CV_CASP8 SMG_mutsig.CV_CCDC7 SMG_mutsig.CV_CDKN2A SMG_mutsig.CV_CHML SMG_mutsig.CV_CNKSR2 SMG_mutsig.CV_COL11A1 SMG_mutsig.CV_COL22A1 SMG_mutsig.CV_CREBBP SMG_mutsig.CV_CSMD3 SMG_mutsig.CV_CSNK2A1 SMG_mutsig.CV_CTCF SMG_mutsig.CV_CUL3 SMG_mutsig.CV_DCDC1 SMG_mutsig.CV_DOPEY1 SMG_mutsig.CV_DST SMG_mutsig.CV_EBF3_cosmic SMG_mutsig.CV_EP300 SMG_mutsig.CV_EPB41L3 SMG_mutsig.CV_EPHA2 SMG_mutsig.CV_FAT1 SMG_mutsig.CV_FAT2 SMG_mutsig.CV_FBXW7 SMG_mutsig.CV_FCRL4 SMG_mutsig.CV_FGFR3_cosmic SMG_mutsig.CV_FLG SMG_mutsig.CV_FOSL2 SMG_mutsig.CV_GATA3 SMG_mutsig.CV_GFRA4 SMG_mutsig.CV_GPR123 SMG_mutsig.CV_HFM1 SMG_mutsig.CV_HIST1H1B SMG_mutsig.CV_HLA-A SMG_mutsig.CV_HLA-B SMG_mutsig.CV_HRAS SMG_mutsig.CV_HUWE1 SMG_mutsig.CV_IL1RAPL1 SMG_mutsig.CV_KCNB2 SMG_mutsig.CV_KCNT2 SMG_mutsig.CV_KEAP1 SMG_mutsig.CV_KRT5 SMG_mutsig.CV_LPAR4 SMG_mutsig.CV_LRRC4C SMG_mutsig.CV_MEFV_cosmic SMG_mutsig.CV_MRPS15 SMG_mutsig.CV_MYH9 SMG_mutsig.CV_NAA25 SMG_mutsig.CV_NECAB1 SMG_mutsig.CV_NF2 SMG_mutsig.CV_NFATC2 SMG_mutsig.CV_NFE2L2 SMG_mutsig.CV_NFE2L3 SMG_mutsig.CV_NLRP8_cosmic SMG_mutsig.CV_NOTCH1 SMG_mutsig.CV_NOTCH2 SMG_mutsig.CV_NPFFR2 SMG_mutsig.CV_NSD1 SMG_mutsig.CV_OLFM3 SMG_mutsig.CV_OR2M5 SMG_mutsig.CV_OR8U1 SMG_mutsig.CV_PAX5 SMG_mutsig.CV_PGBD2 SMG_mutsig.CV_PIK3CA SMG_mutsig.CV_PIK3R1_cosmic SMG_mutsig.CV_PKHD1L1 SMG_mutsig.CV_PPP1R9A SMG_mutsig.CV_PRB2 SMG_mutsig.CV_PRIMA1 SMG_mutsig.CV_PTEN SMG_mutsig.CV_PTH2R SMG_mutsig.CV_RAC1 SMG_mutsig.CV_RB1 SMG_mutsig.CV_RELN SMG_mutsig.CV_RHOA SMG_mutsig.CV_RIMS2 SMG_mutsig.CV_SAR1A SMG_mutsig.CV_SEMA5A SMG_mutsig.CV_SI SMG_mutsig.CV_SMAD4 SMG_mutsig.CV_SPANXN1 SMG_mutsig.CV_STEAP4 SMG_mutsig.CV_SULF1 SMG_mutsig.CV_TGFBR2 SMG_mutsig.CV_TP53 SMG_mutsig.CV_TSPYL5 SMG_mutsig.CV_USP9X SMG_mutsig.CV_VPS33B SMG_mutsig.CV_ZFP36L2 SMG_mutsig.CV_ZNF750 SMG_mutsig.CV_ZNF835 SMG_mutsig.2CV_ADAM19_cosmic SMG_mutsig.2CV_BRAF_cosmic SMG_mutsig.2CV_C3orf59 SMG_mutsig.2CV_CASP8 SMG_mutsig.2CV_CDKN2A SMG_mutsig.2CV_CREBBP SMG_mutsig.2CV_CUL3 SMG_mutsig.2CV_EBF3_cosmic SMG_mutsig.2CV_EMG1 SMG_mutsig.2CV_EP300 SMG_mutsig.2CV_EPHA2 SMG_mutsig.2CV_FAT1 SMG_mutsig.2CV_FBXW7 SMG_mutsig.2CV_FGFR3_cosmic SMG_mutsig.2CV_HLA-A SMG_mutsig.2CV_HLA-B SMG_mutsig.2CV_HRAS SMG_mutsig.2CV_HUWE1 SMG_mutsig.2CV_JUB SMG_mutsig.2CV_KDM6A SMG_mutsig.2CV_KEAP1 SMG_mutsig.2CV_MAPK1 SMG_mutsig.2CV_MEFV_cosmic SMG_mutsig.2CV_MLL2 SMG_mutsig.2CV_MYH9 SMG_mutsig.2CV_NAP1L2 SMG_mutsig.2CV_NFE2L2 SMG_mutsig.2CV_NLRP8_cosmic SMG_mutsig.2CV_NOTCH1 SMG_mutsig.2CV_NSD1 SMG_mutsig.2CV_NUDT11 SMG_mutsig.2CV_PIK3CA SMG_mutsig.2CV_PIK3R1_cosmic SMG_mutsig.2CV_PTEN SMG_mutsig.2CV_RAC1 SMG_mutsig.2CV_RASA1 SMG_mutsig.2CV_RB1 SMG_mutsig.2CV_RHOA SMG_mutsig.2CV_SLC9A6 SMG_mutsig.2CV_SMAD4 SMG_mutsig.2CV_TGFBR2 SMG_mutsig.2CV_TIGD4 SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_ZNF623 SMG_mutsig.2CV_ZNF750 rate_non rate_sil SMG_ADAM19_mRNA SMG_ADCY8_mRNA SMG_ADSS_mRNA SMG_AGTR1_mRNA SMG_AMPH_mRNA SMG_ASXL1_mRNA SMG_ATP13A4_mRNA SMG_ATP8A1_mRNA SMG_ATXN3_mRNA SMG_B2M_mRNA SMG_BRAF_mRNA SMG_C3orf59_mRNA SMG_C6orf136_mRNA SMG_C6_mRNA SMG_CASP8_mRNA SMG_CBWD1_mRNA SMG_CCDC7_mRNA SMG_CD1E_mRNA SMG_CDKN2A_mRNA SMG_CHML_mRNA SMG_CNKSR2_mRNA SMG_CNTNAP5_mRNA SMG_COL11A1_mRNA SMG_COL22A1_mRNA SMG_CREBBP_mRNA SMG_CSMD3_mRNA SMG_CSNK2A1_mRNA SMG_CTCF_mRNA SMG_CUL3_mRNA SMG_CYLD_mRNA SMG_DCAF12L2_mRNA SMG_DCDC1_mRNA SMG_DOK6_mRNA SMG_DOPEY1_mRNA SMG_DPP10_mRNA SMG_DPPA2_mRNA SMG_DST_mRNA SMG_EBF3_mRNA SMG_EMG1_mRNA SMG_EP300_mRNA SMG_EPB41L3_mRNA SMG_EPDR1_mRNA SMG_EPHA2_mRNA SMG_EYA1_mRNA SMG_FAM150A_mRNA SMG_FAT1_mRNA SMG_FAT2_mRNA SMG_FBXW7_mRNA SMG_FCRL4_mRNA SMG_FGFR3_mRNA SMG_FLG_mRNA SMG_FOSL2_mRNA SMG_GATA2_mRNA SMG_GATA3_mRNA SMG_GPR123_mRNA SMG_HBG2_mRNA SMG_HFM1_mRNA SMG_HIST1H1B_mRNA SMG_HIST1H3C_mRNA SMG_HLA-A_mRNA SMG_HLA-B_mRNA SMG_HRAS_mRNA SMG_HUWE1_mRNA SMG_IL1RAPL1_mRNA SMG_ITGA8_mRNA SMG_JUB_mRNA SMG_KCNB2_mRNA SMG_KCNT2_mRNA SMG_KDM6A_mRNA SMG_KEAP1_mRNA SMG_KIR3DL2_mRNA SMG_KRT5_mRNA SMG_LCP1_mRNA SMG_LIN28B_mRNA SMG_LPAR4_mRNA SMG_LRRC4C_mRNA SMG_MAPK1_mRNA SMG_MEF2C_mRNA SMG_MEFV_mRNA SMG_MLL2_mRNA SMG_MRPS15_mRNA SMG_MYH9_mRNA SMG_NAA25_mRNA SMG_NAP1L2_mRNA SMG_NECAB1_mRNA SMG_NEDD8_mRNA SMG_NF2_mRNA SMG_NFATC2_mRNA SMG_NFE2L2_mRNA SMG_NFE2L3_mRNA SMG_NOTCH1_mRNA SMG_NOTCH2_mRNA SMG_NPFFR2_mRNA SMG_NRF1_mRNA SMG_NSD1_mRNA SMG_NUDT11_mRNA SMG_NXPH1_mRNA SMG_OR2L13_mRNA SMG_PAX5_mRNA SMG_PGBD2_mRNA SMG_PIK3CA_mRNA SMG_PIK3R1_mRNA SMG_PKHD1L1_mRNA SMG_PPP1R9A_mRNA SMG_PRB2_mRNA SMG_PRIMA1_mRNA SMG_PSG8_mRNA SMG_PTEN_mRNA SMG_PTH2R_mRNA SMG_RAC1_mRNA SMG_RASA1_mRNA SMG_RB1_mRNA SMG_RELN_mRNA SMG_RHOA_mRNA SMG_RIMS2_mRNA SMG_RSRC1_mRNA SMG_SAR1A_mRNA SMG_SEMA5A_mRNA SMG_SLC9A6_mRNA SMG_SMAD4_mRNA SMG_STEAP4_mRNA SMG_SULF1_mRNA SMG_TGFBR2_mRNA SMG_TIGD4_mRNA SMG_TP53_mRNA SMG_TSPYL5_mRNA SMG_ULK2_mRNA SMG_USP9X_mRNA SMG_VPS33B_mRNA SMG_ZFP36L2_mRNA SMG_ZNF623_mRNA SMG_ZNF676_mRNA SMG_ZNF750_mRNA SMG_ZNF835_mRNA Amp_2q11.2 Amp_2q31.2 Amp_3q26.33 Amp_5p15.33 Amp_6p12.1 Amp_6q12 Amp_7p11.2 Amp_7q21.3 Amp_8p11.23 Amp_8q11.21 Amp_8q24.21 Amp_9p24.1 Amp_9p23 Amp_9p13.3 Amp_9q34.3 Amp_11p13 Amp_11q13.3 Amp_12p13.33 Amp_12q15 Amp_13q22.1 Amp_13q34 Amp_15q26.3 Amp_17q12 Amp_18p11.31 Amp_18q11.2 Amp_19p13.2 Amp_20p12.2 Amp_20q11.22 Amp_Xq28 Del_1p36.21 Del_1p13.2 Del_1q44 Del_2q21.2 Del_2q22.1 Del_2q36.2 Del_3p26.2 Del_3p24.1 Del_3p14.2 Del_3p12.1 Del_4p15.2 Del_4q21.3 Del_4q22.1 Del_4q35.2 Del_5q12.1 Del_5q15 Del_5q35.3 Del_6p25.3 Del_7q31.1 Del_7q36.1 Del_8p23.2 Del_9p21.3 Del_9q21.11 Del_10p15.3 Del_10p11.21 Del_10q23.31 Del_11p15.5 Del_11q23.1 Del_12q24.33 Del_13q12.11 Del_13q14.2 Del_14q11.2 Del_14q32.32 Del_15q15.1 Del_16q23.1 Del_16q23.3 Del_17p11.2 Del_17q25.3 Del_18q21.2 Del_18q23 Del_19p13.3 Del_19q13.43 Del_21q22.3 Del_Xp22.2 Del_Xp21.3 Del_Xq21.33 CN_10p_Amp CN_10q_Amp CN_11p_Amp CN_11q_Amp CN_12p_Amp CN_12q_Amp CN_13q_Amp CN_14q_Amp CN_15q_Amp CN_16p_Amp CN_16q_Amp CN_17p_Amp CN_17q_Amp CN_18p_Amp CN_18q_Amp CN_19p_Amp CN_19q_Amp CN_1p_Amp CN_1q_Amp CN_20p_Amp CN_20q_Amp CN_21q_Amp CN_22q_Amp CN_2p_Amp CN_2q_Amp CN_3p_Amp CN_3q_Amp CN_4p_Amp CN_4q_Amp CN_5p_Amp CN_5q_Amp CN_6p_Amp CN_6q_Amp CN_7p_Amp CN_7q_Amp CN_8p_Amp CN_8q_Amp CN_9p_Amp CN_9q_Amp CN_Xp_Amp CN_Xq_Amp CN_10p_Del CN_10q_Del CN_11p_Del CN_11q_Del CN_12p_Del CN_12q_Del CN_13q_Del CN_14q_Del CN_15q_Del CN_16p_Del CN_16q_Del CN_17p_Del CN_17q_Del CN_18p_Del CN_18q_Del CN_19p_Del CN_19q_Del CN_1p_Del CN_1q_Del CN_20p_Del CN_20q_Del CN_21q_Del CN_22q_Del CN_2p_Del CN_2q_Del CN_3p_Del CN_3q_Del CN_4p_Del CN_4q_Del CN_5p_Del CN_5q_Del CN_6p_Del CN_6q_Del CN_7p_Del CN_7q_Del CN_8p_Del CN_8q_Del CN_9p_Del CN_9q_Del CN_Xp_Del CN_Xq_Del Amp_ABL1_9q34.3_mRNA Amp_ATP2B3_Xq28_mRNA Amp_BRD3_9q34.3_mRNA Amp_CD274_9p24.1_mRNA Amp_CDK6_7q21.3_mRNA Amp_EGFR_7p11.2_mRNA Amp_EHF_11p13_mRNA Amp_ERBB2_17q12_mRNA Amp_FGFR1_8p11.23_mRNA Amp_FNBP1_9q34.3_mRNA Amp_G6PD_Xq28_mRNA Amp_IGF1R_15q26.3_mRNA Amp_JAK2_9p24.1_mRNA Amp_KDM5A_12p13.33_mRNA Amp_KLF4_9q34.3_mRNA Amp_MDM2_12q15_mRNA Amp_MTCP1_Xq28_mRNA Amp_NFE2L2_2q31.2_mRNA Amp_NFIB_9p23_mRNA Amp_NOTCH1_9q34.3_mRNA Amp_NUP214_9q34.3_mRNA Amp_PHF3_6q12_mRNA Amp_RALGDS_9q34.3_mRNA Amp_RPL10_Xq28_mRNA Amp_SET_9q34.3_mRNA Amp_SOX2_3q26.33_mRNA Amp_TAL2_9q34.3_mRNA Amp_TERT_5p15.33_mRNA Amp_TSC1_9q34.3_mRNA Amp_WHSC1L1_8p11.23_mRNA Del_ACSL3_2q36.2_mRNA Del_AKT1_14q32.32_mRNA Del_ALDH2_12q24.33_mRNA Del_ANKS1B_12q24.33_mRNA Del_ARID1A_1p36.21_mRNA Del_ATIC_2q36.2_mRNA Del_ATP1A1_1p13.2_mRNA Del_BCL11B_14q32.32_mRNA Del_BCL2_18q21.2_mRNA Del_BCL7A_12q24.33_mRNA Del_BCL9_1p13.2_mRNA Del_BTG1_12q24.33_mRNA Del_BUB1B_15q15.1_mRNA Del_CAMTA1_1p36.21_mRNA Del_CARS_11p15.5_mRNA Del_CCNB1IP1_14q11.2_mRNA Del_CDKN2A_9p21.3_mRNA Del_DICER1_14q32.32_mRNA Del_EZH2_7q36.1_mRNA Del_FAM46C_1p13.2_mRNA Del_FAT1_4q35.2_mRNA Del_FHIT_3p14.2_mRNA Del_GOLGA5_14q32.32_mRNA Del_HRAS_11p15.5_mRNA Del_IMMP2L_7q31.1_mRNA Del_IRF4_6p25.3_mRNA Del_LRP1B_2q22.1_mRNA Del_MALT1_18q21.2_mRNA Del_MDS2_1p36.21_mRNA Del_MPHOSPH8_13q12.11_mRNA Del_NEDD9_6p25.3_mRNA Del_NOTCH1_9q34.3_mRNA Del_NOTCH2_1p13.2_mRNA Del_NRAS_1p13.2_mRNA Del_NSD1_5q35.3_mRNA Del_NUP98_11p15.5_mRNA Del_PAX3_2q36.2_mRNA Del_PAX7_1p36.21_mRNA Del_PDE4D_5q12.1_mRNA Del_PDE4DIP_1p13.2_mRNA Del_POU2AF1_11q23.1_mRNA Del_PRDM16_1p36.21_mRNA Del_PTEN_10q23.31_mRNA Del_PTPN11_12q24.33_mRNA Del_RB1_13q14.2_mRNA Del_RPL22_1p36.21_mRNA Del_SDHB_1p36.21_mRNA Del_SDHD_11q23.1_mRNA Del_SH2B3_12q24.33_mRNA Del_SMAD4_18q21.2_mRNA Del_SMYD3_1q44_mRNA Del_STK11_19p13.3_mRNA Del_TCF12_15q15.1_mRNA Del_TCL1A_14q32.32_mRNA Del_TCL6_14q32.32_mRNA Del_TMPRSS2_21q22.3_mRNA Del_TNFRSF14_1p36.21_mRNA Del_TRIM33_1p13.2_mRNA Del_TRIP11_14q32.32_mRNA Del_WWOX_16q23.1_mRNA Del_ZMYND11_10p15.3_mRNA Del_ZNF132_19q13.43_mRNA TCGA-4P-AA8J 66 0 NA 102 head and neck stage iva t2 n2c mx male 2013 NA no head and neck squamous cell carcinoma NA NA 6 black or african american not hispanic or latino 1 1 NA NA 1 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3432184 NA 10.0935360 3.9454111 6.4100833 10.6629548 4.2084470 6.3127868 8.8073707 16.1670992 6.5110125 8.4789787 8.7088270 -0.6985294 8.8958839 10.1233332 5.2306411 6.4411099 5.0020004 8.2114523 -0.6985294 0.8865111 11.4817792 9.5858050 10.0845574 0.3015876 10.0572814 9.7330569 10.4002493 9.9561952 0.3015876 -0.6985294 3.5494844 8.2190209 NA 4.3459498 12.8218096 6.1963769 10.0837385 9.6041981 7.9490178 8.2845530 10.2211674 4.8865209 2.1089258 10.6624063 11.9449645 8.4100837 3.3890161 11.1221371 5.1842009 11.2054411 7.9051854 8.9399952 4.1089175 NA 0.8865111 -0.6985294 1.3015876 15.2196056 16.3230684 11.6377868 12.0305426 -0.6985294 3.8251242 10.4256805 2.3015584 3.2084548 8.2702262 11.5712704 2.6234923 17.9436709 11.8580653 NA 2.6234923 1.6234923 10.4808463 9.6076209 3.8251242 9.8071127 10.7563726 14.8881938 8.9399952 7.0894621 5.6234865 11.2285964 9.9445135 1.8865111 11.3558244 9.3253136 10.1579848 10.2426068 3.1089091 8.5399641 10.0472335 7.7650838 0.8865111 NA 2.6234923 6.5869614 8.2731028 9.4217970 0.3015876 1.3015876 -0.6985294 3.9454111 2.9546244 10.4276183 5.9309147 12.8686835 9.4184360 9.3837082 5.4513067 13.1467552 6.3349829 7.4205001 11.1193424 8.7873887 8.5823302 8.9950463 8.3377329 12.8017787 10.4601690 1.3015876 9.6841834 7.1024587 8.6053399 10.8902739 8.6656941 12.0413398 8.3514079 1.8865111 8.2293370 2.7609873 0.02193500 -0.03975200 0.03602300 0.81349000 0.00000000 0.00000000 0.06013200 0.06013200 -0.36992000 0.39768000 0.39402000 0.00032788 0.00296400 -0.37433000 0.04632700 0.02067400 0.02067400 0.18394000 0.02244800 0.02642500 -0.02762100 -0.05720100 0.02684000 0.03585700 0.38739000 0.39386000 0.02459900 0.03064300 -0.01910400 -0.08328400 -0.10101000 0.00227000 -0.03619200 -0.03619200 -0.03526300 -0.36810000 -0.36810000 -0.36810000 -0.36109000 -0.09203300 -0.42829000 -0.04964500 -0.04680400 0.00088257 -0.00396570 -0.00269160 -0.37647000 0.03850400 0.03850400 -0.39482000 0.00296400 0.02811100 0.00213120 -0.00050386 -0.03370500 0.02067400 0.02067400 0.02221500 0.02333700 0.02825100 -0.29540000 -0.32201000 -0.05720100 0.03247300 0.03247300 0.02095400 0.03092400 -0.70609000 -0.41446000 -0.37365000 0.40350000 -0.10350000 0.00018924 -0.01910400 -0.01910400 0.000 0.000 0.000 0.000 0.161 0.000 0.000 -0.298 0.000 -0.133 0.000 0.000 0.000 0.000 -0.360 0.000 0.369 -0.101 -0.101 0.000 0.000 -0.110 -0.312 0.000 0.000 -0.361 0.000 0.000 0.000 0.757 0.000 0.000 0.000 0.000 0.000 0.034 0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.161 0.000 0.000 -0.298 0.000 -0.133 0.000 0.000 0.000 0.000 -0.360 0.000 0.369 -0.101 -0.101 0.000 0.000 -0.110 -0.312 0.000 0.000 -0.361 0.000 0.000 0.000 0.757 0.000 0.000 0.000 0.000 0.000 0.034 0.394 0.000 0.000 0.000 0.000 10.9535079 NA 9.0865211 5.7445029 11.0311800 9.4975465 8.7914071 11.7421689 10.0175212 9.6667880 10.4836369 10.8431399 7.7609907 10.3113879 8.4074679 9.5938809 4.4000119 11.3558244 9.4179031 10.1579848 10.3696657 9.8270800 11.1880180 13.5647243 12.6288312 6.2204228 0.8865111 4.6234865 9.2528440 8.7833588 10.3106880 11.6825614 10.6155759 0.8865111 10.3507271 11.0656015 13.0608212 8.4814685 6.5869614 8.6234872 8.2816987 11.4926185 8.1558044 9.1903025 10.9313712 9.4308422 5.0020004 9.6776846 8.1811423 8.3810441 10.6624063 2.7609873 10.1273130 11.6377868 6.5683453 6.9810398 3.1089091 8.4334160 1.3015876 9.1056904 8.8348891 10.1579848 10.2426068 9.4087764 10.0472335 10.6574609 5.8714149 2.6234923 7.7878712 10.9047219 8.9199449 5.2788397 10.4276183 10.3636054 9.3837082 12.5375734 10.5225421 10.3120873 9.2659000 8.9950463 9.3294652 10.4404710 9.4321297 3.1089091 3.8865209 6.9309159 10.5741890 8.5134477 9.4752363 7.9704442 9.9354627 5.5494874 TCGA-BA-4074 69 1 462 NA head and neck stage iva t2 n2c m0 male 2003 NA NA head and neck squamous cell carcinoma 51 1951 5 white not hispanic or latino 2 2 1 1 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 4.091983e-06 1.317757e-06 9.7924053 NA 10.9476963 4.4057201 6.4947244 9.6816748 2.5312442 3.5785523 8.2017887 17.5582630 7.1121997 8.6257680 7.9686559 0.2092662 9.1111949 9.1846929 7.1904144 3.4823449 5.3522818 7.0755711 NA NA 10.8755465 8.7905231 8.9906821 -1.3755715 9.2879180 9.4469309 10.5054740 8.8923169 0.2092662 -0.3755715 4.2093208 8.9287227 0.2092662 0.6243349 13.3737057 3.9819074 12.1462058 9.8975728 7.2932454 7.8651511 9.6639645 5.1942171 NA 12.6473346 10.7008416 7.8911463 -1.3755715 9.6951517 5.4264224 10.2641529 6.2017887 4.9281429 1.2093286 2.5312442 1.2093286 5.3658255 5.4445379 15.3973177 15.0919361 10.2321526 10.8408027 NA 4.6687545 9.8722875 0.2092662 3.5312567 8.9797110 10.0427397 NA 16.3866577 10.6261200 6.6355875 4.2967878 0.9462817 12.2291448 7.9775066 5.2093208 7.4710102 12.5282418 13.8336991 9.6109132 6.5432237 6.6467272 13.0531127 9.9977690 1.9462817 11.6810586 10.0026548 8.2353848 10.3047195 1.7942703 8.1808659 9.1808659 9.0506247 0.6243349 NA 0.9462817 4.9097635 8.0485261 8.6687542 2.5312442 0.2092662 -1.3755715 6.1789496 NA 10.0569018 NA 13.3779946 8.8729872 10.3590696 5.7118225 14.0922839 6.5432237 9.0652292 12.2666373 7.2754113 8.6271749 10.6442773 6.4057201 12.2547409 9.2353848 0.9462817 10.8181933 6.1162129 9.2130746 11.0292355 7.5872562 10.3441766 7.7690179 0.6243349 6.9906826 0.2092662 0.03778200 0.03778200 0.08854800 1.80500000 0.07239600 0.07239600 0.56899000 -0.49267000 -0.49417000 0.01964300 0.04939800 -0.48649000 -0.48649000 -0.48586000 0.06393900 -0.08903700 3.65690000 0.00083195 0.00194180 -0.47807000 -0.50069000 0.02048300 0.00636190 0.00499690 1.47550000 -0.09463800 -0.47754000 0.05266800 -0.14952000 -0.13684000 -0.04817400 -0.55567000 0.03778200 0.03778200 0.03778200 -0.49538000 -0.48638000 -0.48638000 -0.50191000 -0.49287000 0.00638710 0.00638710 0.00638710 -0.47321000 -0.47341000 -1.15970000 0.07239600 -0.49267000 -0.49267000 -0.53370000 -0.99861000 -0.48586000 0.02777800 -1.16650000 -0.47459000 -0.08903700 -0.48113000 0.00194180 -0.49861000 -0.47807000 -0.01986300 -0.08770400 0.03820600 0.00833510 0.00833510 0.00636190 0.00636190 -0.46812000 -0.46812000 -0.09463800 -0.05617300 0.05950800 -0.09755900 -0.11978000 -0.11978000 0.000 -0.437 -0.481 -0.481 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.488 0.000 0.000 -0.486 0.000 -0.493 0.000 1.850 1.377 0.000 0.000 0.592 -0.493 -0.471 0.000 -0.486 -0.486 -0.120 -0.120 0.000 -0.437 -0.481 -0.481 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.488 0.000 0.000 -0.486 0.000 -0.493 0.000 1.850 1.377 0.000 0.000 0.592 -0.493 -0.471 0.000 -0.486 -0.486 -0.120 -0.120 9.4509085 0.9462817 7.8414209 5.4823417 10.0729926 10.3082274 9.8240324 9.2083829 9.0273719 7.2789958 9.8958231 9.7354956 8.1000936 9.3548301 9.0929841 11.4307082 5.1438383 11.6810586 8.8289311 8.2353848 9.1799078 9.1875562 8.8005330 14.0169615 12.6638788 9.3700343 0.2092662 4.4317166 8.7766449 8.4333242 10.7462172 11.2559918 9.5372493 0.2092662 9.1606071 11.1079239 13.3082291 5.9994003 5.5785554 7.8675339 6.4947244 11.8576801 10.3408580 9.7600692 10.2664116 10.9380933 5.3522818 9.6897761 8.7289589 7.4252596 12.6473346 1.2093286 10.7763278 10.2321526 5.5668730 4.4057201 0.2092662 9.8338134 NA 8.2591712 10.3204582 8.2353848 10.3047195 13.0371283 9.1808659 11.1395670 5.5432237 -1.3755715 9.3539807 9.2600781 3.9462911 2.7942911 10.0569018 9.9791604 10.3590696 12.3189355 12.1165887 11.3919237 9.0548124 10.6442773 9.1000933 8.7065091 10.7011755 2.9462817 NA 4.4572528 8.0949987 9.0735086 8.6536473 6.5491732 10.2618905 5.5785554 TCGA-BA-4075 49 1 283 NA head and neck stage iii t3 n0 m0 male 2004 NA no head and neck squamous cell carcinoma 30 1974 0 black or african american not hispanic or latino 1 3 NA NA 1 1 NA NA NA NA 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 5.132317e-06 1.941958e-06 8.4445404 -0.8996951 10.1184445 0.1003049 3.1877044 10.1177487 NA 4.3481687 9.3891103 15.8913436 6.8946601 9.3868021 7.6964342 NA 8.8995258 9.5053858 6.5596754 4.3097001 8.2626356 6.6776731 NA NA 6.7001567 3.9582209 9.1016524 5.2087669 9.8307145 9.4643789 9.4255497 10.1649871 0.1003049 1.6852225 2.4221792 8.1807690 NA 2.2701701 13.2517366 5.7149543 11.3072587 8.8617957 6.2397952 5.7001567 11.5711573 1.6852225 NA 12.0232003 10.5535150 7.3948648 NA 9.2061528 2.1002376 10.7010864 5.8281644 6.7296004 1.4221792 4.2295264 NA 3.0071417 NA 15.2997800 15.0643503 10.8905928 10.5186240 0.1003049 2.2701701 10.8642865 2.5596876 2.2701701 8.5617236 10.1949819 -0.8996951 17.1853225 11.9449501 2.5596876 1.9075829 0.6851777 11.2657795 7.7972121 5.1663338 7.7312029 11.6646320 13.4792842 8.9410224 5.1446379 3.3481758 11.8486468 8.8024168 4.0071327 11.7818297 9.9828874 8.7167931 9.9512124 -0.8996951 8.1663333 8.7422960 8.0220854 0.1003049 0.6851777 NA 5.3670320 8.5493931 8.9675231 0.1003049 0.6851777 NA 4.4925647 0.1003049 10.0896388 NA 14.0961439 9.2743835 11.0796695 1.6852225 14.1014766 5.7001567 8.8162064 11.8700822 10.1494122 8.1636396 9.2785356 9.0846628 10.0368823 11.0558942 1.4221792 8.5840602 5.5096357 8.9236115 10.1790623 8.6982970 10.7227537 8.6257651 0.6851777 6.0775250 -0.8996951 0.434640 0.456150 0.805180 1.627000 0.592580 1.233300 2.213400 0.143390 1.185900 0.657210 0.812180 -0.099747 0.078299 0.078299 1.325800 0.255880 3.656900 -0.063044 -0.215520 0.622950 0.622950 0.538880 -0.200320 0.634800 0.449770 -0.208470 -0.300520 0.800430 0.135380 -0.168040 -0.106670 0.079578 0.434640 0.434640 -0.236560 -0.245070 -0.245070 -0.231670 -0.286890 -0.241200 -0.230560 -0.230560 -0.238640 -0.227620 -0.174690 -0.211570 0.580750 0.000000 -0.024702 0.063993 0.078299 0.078299 -0.138600 -0.108030 -0.111700 0.270000 0.131980 -0.234120 0.160090 0.279140 -0.238270 1.322500 -0.093612 0.253380 0.241760 -0.533080 -0.202380 -0.867020 -0.873700 -0.175770 -0.175770 -0.199880 0.171050 0.073132 0.135380 -0.112 -0.112 0.256 0.256 0.000 0.000 0.623 1.179 0.000 0.253 0.253 0.246 -0.211 -0.209 -0.844 -0.176 -0.176 -0.107 0.000 -0.301 0.500 -0.269 -0.192 0.417 0.417 -0.232 0.000 -0.250 -0.250 1.452 -0.175 0.593 0.371 2.185 0.000 0.717 0.717 0.000 0.000 0.170 0.170 -0.112 -0.112 0.256 0.256 0.000 0.000 0.623 1.179 0.000 0.253 0.253 0.246 -0.211 -0.209 -0.844 -0.176 -0.176 -0.107 0.000 -0.301 0.500 -0.269 -0.192 0.417 0.417 -0.232 0.000 -0.250 -0.250 1.452 -0.175 0.593 0.371 2.185 0.000 0.717 0.717 0.000 0.000 0.170 0.170 10.0782397 NA 8.5807922 7.7259531 10.9092085 12.2388329 9.9721495 9.6316258 8.6870841 7.9706092 10.8684287 10.6581866 7.2801537 9.3705396 9.3658594 10.1582360 3.1550854 11.7818297 8.3763685 8.7167931 9.2372355 10.0917662 9.9204233 13.5560711 12.6665362 5.6701010 NA 0.6851777 9.0146295 9.5990935 10.3084786 12.1324623 10.4238621 NA 8.8995258 10.9582253 13.2939129 6.9140251 4.3097001 8.8651159 7.3623393 11.9317495 8.6460197 8.4621881 11.6816803 11.1592507 8.2626356 9.7602402 7.9011445 4.4577978 12.0232003 2.1002376 11.2913035 10.8905928 7.4709313 2.2701701 -0.8996951 9.2499914 NA 7.7149543 11.1500929 8.7167931 9.9512124 12.4817873 8.7422960 11.0645852 0.1003049 4.9331335 8.7241257 9.6070477 -0.8996951 1.4221792 10.0896388 9.8076035 11.0796695 11.9690669 11.4610914 11.8867182 8.7459029 9.2785356 8.4599938 8.8634566 9.6471387 1.9075829 NA 1.4221792 7.9217315 8.2449028 8.8717337 8.0660284 9.4511835 3.9582209 TCGA-BA-4076 39 1 415 NA head and neck NA tx nx NA male 2003 NA NA head and neck squamous cell carcinoma 30 1983 NA white not hispanic or latino 1 4 NA NA 3 3 1 2 NA NA 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 5 4 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 9.744467e-06 2.982293e-06 10.02746870 0.06970217 10.15112451 -0.93043530 2.65459593 9.85835950 5.06964202 2.97652861 8.77008075 15.41561804 6.95838451 8.16503812 7.74559836 NA 8.57346693 9.25575540 5.47903326 4.23956607 1.06963343 7.85100064 -0.93043530 NA 5.35504446 5.39156840 10.96937566 0.65461884 10.03902760 10.85998965 9.78560319 9.43814749 -0.93043530 -0.93043530 1.65461884 7.88566465 NA 0.65461884 12.54131634 1.87699817 9.65084173 10.93923495 9.20535048 5.44468032 12.05263468 2.23958135 NA 12.35951593 13.20398722 8.80265659 0.06970217 11.22540804 7.61981061 12.16635628 7.09754759 7.84113029 NA NA 1.06963343 2.52907130 1.65461884 15.01608803 15.05422068 10.53775606 12.12254874 -0.93043530 3.39157527 11.00037845 NA 0.06970217 9.21557328 11.15045864 NA 17.91161080 9.74383336 NA 1.65461884 -0.93043530 12.39789530 6.27909423 5.75614264 10.77810860 10.98738610 14.43298881 9.37456287 5.21938926 5.25946458 12.14294591 9.73497697 4.68435310 12.21089412 9.15045864 10.58583358 10.80731096 NA 8.04405581 11.06505498 6.09200865 -0.93043530 NA 3.87699817 6.87054104 9.20021178 9.10030832 -0.93043530 -0.93043530 NA 7.25451657 3.32362947 11.13168729 5.59320435 13.71377907 10.50220388 10.59320305 6.10306326 13.34081231 8.00037866 8.40726309 11.44956096 8.82952931 9.34925181 9.37244002 9.52496829 8.69899769 10.61701769 2.06963343 9.90805720 5.85100189 8.81615552 11.52932889 8.36426206 11.83389073 9.61073771 NA 11.30415923 -0.93043530 0.77579000 0.81396000 0.76102000 0.78562000 0.00042075 0.00042075 3.65690000 0.03637000 -0.81381000 -0.81381000 0.78755000 -0.81696000 -0.81696000 -0.81855000 -0.03394400 0.01251600 3.65690000 0.00000000 0.02916000 0.02118300 -0.01583000 -0.02753500 -0.04292400 3.65690000 2.61040000 -0.09472400 -0.55827000 -0.02288100 -0.12460000 -0.02177400 -0.82562000 0.00000000 -0.80053000 -0.76928000 -0.81059000 -0.79168000 -0.79168000 -0.81829000 -0.79218000 -0.81933000 0.03756600 0.03756600 0.03792400 0.01997700 0.01997700 -0.01539900 -0.01099700 -0.80111000 -0.84595000 0.00917050 -1.29290000 -0.00830050 -0.86074000 -0.00595220 0.01198900 0.01251600 -0.80584000 -0.03204100 0.02118300 0.02118300 0.77830000 0.00208050 -0.03544800 -0.52634000 -0.52859000 -0.06303200 -0.09868200 -0.81843000 -0.81843000 -0.09472400 -0.84058000 -0.01615400 -0.12564000 -0.12564000 -0.14218000 0.000 0.000 0.000 -0.793 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 1.539 0.000 0.000 0.000 0.000 0.000 -0.535 0.000 0.000 0.000 -0.783 -0.783 -0.792 -0.031 -0.819 0.000 0.000 0.000 0.000 0.000 1.337 -0.801 -0.800 -0.800 -0.757 0.000 -0.126 -0.126 0.000 0.000 0.000 -0.793 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 1.539 0.000 0.000 0.000 0.000 0.000 -0.535 0.000 0.000 0.000 -0.783 -0.783 -0.792 -0.031 -0.819 0.000 0.000 0.000 0.000 0.000 1.337 -0.801 -0.800 -0.800 -0.757 0.000 -0.126 -0.126 10.7692136 -0.9304353 9.7367261 5.5774349 10.3475096 14.0874008 11.3119221 11.2127054 8.0554831 9.4522651 10.8473074 11.4408733 6.8961895 10.4769089 11.5946725 11.0084856 5.3324860 12.2108941 7.9400058 10.5858336 9.9283992 10.4386931 11.0180084 13.2225209 12.3535976 7.4139367 NA 0.6546188 9.8270311 8.8640570 10.16107657 11.72762942 10.52702204 0.06970217 11.01215562 9.87377214 13.42368178 9.19505447 4.56149722 8.78044758 8.34110425 12.60952692 9.32466976 8.63379046 10.53112058 10.14512029 1.06963343 10.26378233 8.22951246 6.13572980 12.35951593 1.06963343 10.66069594 10.53775606 4.59320435 6.47052060 NA 9.33408374 -0.93043530 9.13976211 8.38931341 10.58583358 10.80731096 10.74029736 11.06505498 11.29273781 NA NA 7.75963923 9.47478260 4.71349787 1.65461884 11.13168729 10.68204889 10.59320305 11.94058372 11.14912590 9.84113061 8.93227854 9.37244002 7.22951294 9.95304810 9.96294270 -0.93043530 NA 6.03542597 8.50522801 9.46088465 9.14244356 8.72606588 9.40167761 4.35504446 TCGA-BA-4077 45 1 1134 NA head and neck stage iva t4a n0 m0 female 2003 NA no head and neck squamous cell carcinoma 30 1983 NA white not hispanic or latino 2 5 NA NA 2 3 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 4 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 9.120267e-06 3.259715e-06 10.29297921 NA 10.32688795 1.75214913 4.52976474 9.89171066 5.72616365 6.92779811 8.92208424 17.06267062 8.01894568 8.92208424 8.06114812 NA 9.55951418 8.89754570 4.61722795 6.79655363 11.70946865 8.80278549 1.52977098 NA 8.15669239 4.96717322 11.69005849 NA 9.77611156 10.61811346 9.95882484 9.64177179 NA NA 2.40424918 8.86980973 NA 2.11473348 13.07561619 5.38774853 8.89608896 11.08339615 8.85319694 6.11472932 12.25029614 7.57416132 NA 12.82314270 13.19028277 8.35631551 1.75214913 11.14109912 6.29821657 11.39214593 8.16397264 7.67951388 -0.05514155 NA NA 2.94480224 0.94478350 16.71789815 17.22084608 10.72780255 12.16955974 NA 3.11473348 10.64784270 1.26675656 1.94482097 10.52459166 11.95742890 4.03226838 18.19276662 13.59972002 0.94478350 0.52977098 0.52977098 11.78636868 8.29131807 4.89900157 10.09550357 9.87996945 15.20103147 9.01089366 1.94482097 7.04283692 10.96543713 9.14447675 6.38774853 12.07317250 10.15730070 11.97943138 11.85713235 NA 8.82744751 10.82362160 8.40013143 NA NA 2.40424918 6.85169533 9.80356238 10.88658558 2.26672658 2.94480224 NA 9.29463844 -1.05529145 10.69215821 NA 12.87858719 9.14039805 11.00414882 3.11473348 13.22303599 5.82744814 9.54564641 11.15120825 6.50704615 9.07150875 10.44703951 8.45655689 10.58369273 8.94621268 -0.05514155 10.91383105 9.45853191 8.28687884 12.65421130 8.42862021 10.80744171 7.90770008 NA 10.22092870 0.52977098 -0.00688310 0.45547000 1.95310000 1.77040000 0.00360760 0.00360760 0.00097064 0.00097064 0.01014600 0.01014600 -0.00263220 0.00485790 0.00485790 0.00485790 0.66771000 -0.00810110 1.91610000 0.53116000 -0.01056900 -0.01587900 -0.02060700 0.62642000 -0.03245000 0.00416320 0.00416320 -0.05859600 -0.32994000 -0.01106000 0.31370000 -0.02370300 -0.02370300 -0.02370300 -0.00688310 -0.83769000 -0.72367000 0.03340800 -1.29290000 -0.70370000 -0.70370000 -0.72632000 0.00624810 0.08420900 0.04968200 0.00954120 0.00954120 -0.01849000 0.00360760 0.00750000 -0.01281600 -0.44448000 0.00485790 0.00485790 0.71453000 -0.00802440 0.00180300 0.01992300 -0.71319000 -0.01601700 -0.01587900 -0.01587900 0.00597000 0.64946000 -0.05812700 0.01167900 0.01167900 -0.03245000 0.59800000 0.00416320 0.00416320 -0.05859600 -0.05859600 0.00749190 0.39647000 0.32447000 -0.31354000 0.000 0.000 0.000 -0.713 -0.251 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 1.267 1.938 -0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.682 0.000 0.000 0.324 0.011 0.000 0.000 0.000 -0.713 -0.251 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 1.267 1.938 -0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.682 0.000 0.000 0.324 0.011 11.1184815 0.9447835 10.1234630 7.9277981 9.8733228 11.2118544 11.5395955 11.8854850 8.3392670 10.0061756 10.8422717 11.8918933 9.2197648 9.8312631 10.6654761 10.4326444 4.5967145 12.0731725 9.0081995 11.9794314 10.7076016 10.2818687 11.3560505 12.6690016 12.8181821 9.9966929 -1.0552915 2.8516991 9.1832091 9.9637000 10.03557841 12.29242572 12.08195562 -1.05529145 11.17782476 9.96021933 14.56719769 8.39188756 6.87554172 9.02295504 9.00414882 11.84962712 9.86728461 8.37943252 10.68879721 8.97547141 11.70946865 11.34754995 9.61191597 7.35843231 12.82314270 -0.05514155 10.41546324 10.72780255 5.64524340 6.65904972 2.94480224 9.96647834 1.52977098 8.73107392 9.41139065 11.97943138 11.85713235 11.59203790 10.82362160 11.34595051 0.94478350 9.68205161 8.56740512 10.20924694 5.83962205 5.42053630 10.69215821 10.89900066 11.00414882 11.59787332 10.53772850 9.85469746 9.32850866 10.44703951 7.40832889 9.92279979 9.95603167 4.89900157 NA 9.48007968 9.60062119 9.57324992 9.41851001 8.27347906 10.92172641 4.37107091 TCGA-BA-4078 83 1 276 NA head and neck NA NA NA NA male 2003 NA NA head and neck squamous cell carcinoma 75 1944 4 white not hispanic or latino 2 4 1 2 2 4 1 3 NA NA 0 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 4 4 0 4 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 7 0 0 0 0 4 0 1 0 0 0 7 5 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 0 0 1.258805e-05 4.369405e-06 9.22096061 2.37108486 10.69188700 4.89464802 6.52083394 11.16696375 6.91024577 5.44147684 8.27797685 15.02895196 8.18870950 10.32934911 7.07429777 NA 9.35408008 8.97989558 5.28756464 6.36204200 8.36090677 9.29589885 5.56485675 4.57271993 11.86564208 11.15833608 10.96615739 NA 11.67223964 10.38203408 10.77345904 9.24637507 4.45854606 1.66384555 4.45854606 9.20517182 -1.95064804 NA 13.67352546 7.64348320 9.69625695 12.06187018 8.07013812 7.71449419 9.78344454 6.53297456 0.37105697 12.74938130 11.89601987 8.26226260 0.04921253 13.32288113 6.83614632 11.80038856 6.94094193 7.04067987 NA 2.13661796 1.21909106 0.63412856 1.37111274 14.23749376 14.00714639 9.64114806 12.44616443 NA 4.84357187 10.26074257 5.90713824 3.40671353 9.97434188 11.43636795 -0.52865644 18.46063832 10.98873758 -1.95064804 4.21908331 2.50858077 12.07801411 8.07013812 4.15768243 11.48192337 10.05056659 15.06256828 9.57907698 7.67486737 3.33455397 10.27104755 10.48248299 5.67121127 13.17437283 11.19620424 12.16347008 11.69064569 NA 9.12930955 10.92279473 9.54401391 0.04921253 -1.95064804 3.37108486 7.17586288 9.65833718 10.48613009 3.88204629 1.37111274 NA 8.29352223 NA 10.02786882 7.78893884 12.33960926 9.37365952 10.30684083 4.88204629 12.82677328 8.59894316 9.43448145 10.66937815 8.99971425 9.67623620 11.08327640 5.47542216 12.92950718 10.35835043 3.50859345 9.75133099 6.77707906 9.90090740 11.70558323 8.45642629 11.93170588 9.41384030 0.04921253 9.55348089 0.85654754 0.032563 0.048120 1.654100 0.785040 0.051398 0.051398 0.050231 0.064225 0.066658 0.066658 0.066658 -0.754610 -0.754610 -0.754610 0.054244 -0.750720 3.656900 0.062685 0.070042 -0.747940 -0.777140 -0.057385 0.000000 0.070252 0.070252 -0.064106 1.996400 0.661430 -0.263410 -0.804590 0.060079 -0.038322 0.032563 0.032563 0.039704 -0.761410 -0.761410 -0.761410 -0.761410 -0.756200 -0.740630 -0.740630 -0.740630 -0.755300 -0.755300 -0.767560 0.068378 0.064225 0.064225 0.066658 -0.754610 0.064940 -0.795970 -0.777890 -0.758920 -0.798640 -0.758010 0.042277 -0.768340 -0.747940 -0.756160 -0.791770 -0.057385 -0.767920 -0.767920 0.000000 0.000000 0.075847 0.075847 -0.064106 -0.064106 0.043451 -0.278100 -0.278100 -0.278100 -0.778 -0.778 -0.758 -0.758 0.000 0.000 -0.748 -0.756 0.000 -0.768 -0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.996 1.083 0.000 0.365 0.000 0.000 0.644 1.405 -0.741 -0.741 0.030 -0.755 0.000 0.000 0.000 0.000 0.000 0.000 -0.755 0.000 -0.278 -0.278 -0.778 -0.778 -0.758 -0.758 0.000 0.000 -0.748 -0.756 0.000 -0.768 -0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.996 1.083 0.000 0.365 0.000 0.000 0.644 1.405 -0.741 -0.741 0.030 -0.755 0.000 0.000 0.000 0.000 0.000 0.000 -0.755 0.000 -0.278 -0.278 11.103423 0.371057 10.470061 7.588317 9.756949 12.335708 11.435560 11.423790 11.114069 9.516764 9.813615 12.175460 8.268327 11.035000 11.116761 11.150642 5.348640 13.174373 10.240526 12.163470 11.091502 10.912958 11.449504 13.049972 12.562701 11.944639 2.136618 5.219083 10.284574 10.800493 10.843574 11.301085 12.062132 1.049143 11.371086 10.659030 14.967039 9.638809 10.037133 9.943218 10.006986 13.436368 10.333604 7.953040 9.701107 9.788517 8.360907 9.880862 10.268024 7.160294 12.749381 3.475422 9.774951 9.641148 5.968022 5.763404 7.348366 9.452170 -1.950648 9.107150 10.124972 12.163470 11.690646 11.452170 10.922795 10.905584 6.947003 -1.950648 8.348802 10.034645 5.467012 4.856513 10.027869 11.475554 10.306841 11.501142 9.722467 10.158663 9.571249 11.083276 7.994602 10.112553 11.141750 2.634129 5.586065 7.308901 9.717294 10.069444 9.215321 7.391233 9.981373 6.696617 TCGA-BA-5149 47 1 806 248 head and neck stage iva t3 n2c NA male 2010 NA yes head and neck squamous cell carcinoma 60 1980 5 white not hispanic or latino 1 3 2 1 1 1 2 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 3.849238e-06 8.669455e-07 9.25798154 NA 10.48990424 1.03801469 3.62296548 10.82916917 1.03801469 4.00763506 8.50832644 15.94355300 7.36293709 8.47679804 7.67945617 NA 9.14304183 8.55633169 4.45304341 3.66250176 10.01337669 9.27561472 0.77500839 NA 9.41666243 3.45304341 11.36966975 -1.54708834 10.79567410 10.47471782 10.38747187 10.37451288 -1.54708834 -1.54708834 3.94489592 8.53688206 NA NA 14.05019436 4.20793189 9.43888581 10.78787571 7.43888581 5.65271593 12.97310996 2.26038704 NA 13.11125530 12.99171778 9.22618313 -0.54687755 10.94789938 5.05221154 11.89508018 6.69621783 4.40723717 -0.54687755 -1.54708834 NA 3.94489592 2.03801469 15.70133278 16.35029695 11.03424440 12.57651862 -1.54708834 4.12546927 10.91145041 NA -0.54687755 8.56026098 9.99462441 -1.54708834 18.52974853 10.47437084 NA 0.45301706 -0.54687755 11.46164750 7.38968210 5.56156748 11.30224170 10.88271205 15.63518596 9.46427107 -0.54687755 3.45304341 11.29735726 9.63667917 7.36293709 11.27201140 9.09238453 9.27641105 11.98734670 NA 8.70452619 11.20500621 4.62297134 NA -1.54708834 1.77496623 6.74766399 9.31024740 10.35428785 NA 0.45301706 0.03801469 4.03800591 NA 10.49127701 NA 13.20139393 10.23728191 10.80149537 6.29224800 13.44381260 6.67704587 7.98052063 11.76493402 7.71748656 9.87825971 10.46225666 8.00954985 10.25192060 11.03283114 1.45306975 7.36892284 4.84535958 7.54580084 11.28454901 7.99220250 12.59539025 9.53585817 -1.54708834 9.85765324 -1.54708834 -0.02931100 -0.02931100 0.32270000 0.03312700 0.02960600 0.02960600 0.64002000 0.00000000 -0.37730000 0.99509000 0.99953000 -0.35806000 -0.35806000 -0.35806000 0.44460000 -0.00221680 3.65690000 -0.35076000 0.01363200 -0.01587900 -0.01587900 0.02370600 0.02525000 -0.02205800 -0.02205800 -0.33308000 0.38535000 0.38535000 0.30681000 0.26473000 0.28675000 -0.04455100 -0.02931100 -0.02931100 -0.02931100 -0.37471000 -0.37471000 -0.37471000 -0.37471000 -0.37335000 -0.01436600 -0.01436600 -0.01436600 0.13939000 0.15342000 0.14537000 0.38921000 -0.31073000 0.00097064 -1.20910000 -0.35806000 0.42368000 0.01880300 0.00394680 0.01279500 -0.00221680 -0.75227000 0.01363200 -0.36873000 -0.36873000 0.01811700 0.02454800 0.02370600 -0.00207840 0.71547000 -0.36624000 0.02525000 -0.02205800 -0.37863000 -0.33308000 -0.14022000 0.01978300 -0.45191000 -0.42167000 0.30681000 0.000 0.000 0.000 -0.339 -0.351 0.000 0.000 0.000 0.000 0.000 0.000 -0.366 0.000 0.000 0.000 -0.321 -0.140 0.265 -0.304 0.385 0.385 0.000 -0.362 0.000 0.000 -0.072 0.302 -0.359 0.000 0.000 0.109 0.000 0.000 0.639 0.000 -0.377 0.618 0.066 0.424 -0.115 0.307 0.000 0.000 0.000 -0.339 -0.351 0.000 0.000 0.000 0.000 0.000 0.000 -0.366 0.000 0.000 0.000 -0.321 -0.140 0.265 -0.304 0.385 0.385 0.000 -0.362 0.000 0.000 -0.072 0.302 -0.359 0.000 0.000 0.109 0.000 0.000 0.639 0.000 -0.377 0.618 0.066 0.424 -0.115 0.307 11.6285934 -1.5470883 9.5332219 7.2985337 11.5813604 12.7595306 9.5919556 10.8970234 8.1023001 9.2795922 11.4026882 11.8363431 7.3234088 10.3889455 12.0502817 9.4663665 5.2880854 11.2720114 9.3696698 9.2764111 11.2664242 10.1474017 11.5341944 13.1196701 13.4200449 6.2212275 -0.5468776 2.8453696 10.0285831 9.8023251 10.78899241 11.83863664 9.39702383 0.03801469 11.84011873 11.22308824 15.21432143 8.55370608 5.84536208 8.79733988 8.29382153 10.85738708 10.00147083 8.35993444 10.77384439 8.84428741 10.01337669 10.69144858 9.92776374 7.88140400 13.11125530 0.45301706 10.39078546 11.03424440 4.45304341 6.12546927 NA 10.10005242 NA 8.82590898 10.91631272 9.27641105 11.98734670 12.17189775 11.20500621 11.75653919 2.70097231 -1.54708834 8.18266449 9.85552306 5.60279238 5.08240029 10.49127701 11.63977711 10.80149537 12.31558432 11.11904583 8.96578428 10.37302444 10.46225666 7.45022315 10.37933981 10.18478709 0.77500839 NA NA 8.62512142 10.16385028 9.61165358 6.75682449 9.94088381 4.51913299 TCGA-BA-5151 72 0 NA 722 head and neck stage iva t4a n0 NA male 2010 NA yes head and neck squamous cell carcinoma 20 1962 0 white not hispanic or latino 3 6 2 1 3 3 2 3 NA NA 0 0 0 0 0 0 6 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 6 0 6 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.635514e-06 9.363011e-07 8.79797499 NA 10.62594029 0.41597495 4.87543114 10.46285079 8.34910029 5.76649711 9.15341599 15.90177233 7.81003366 7.98737317 7.43836771 1.09410092 8.25520329 8.37252077 5.12749297 2.61762761 5.58592398 8.24127628 -1.90616943 NA 7.66012571 7.92537878 11.34466602 3.58592398 10.88238200 10.13744064 10.98357545 10.79840748 -1.90616943 -1.90616943 3.34199997 9.51374733 NA NA 13.62758377 8.76118320 9.49281517 11.96173636 8.59988310 5.75228296 12.90197983 1.67901836 NA 14.11873507 12.97762170 8.92220796 NA 11.52596084 4.85322720 12.22929984 7.40241095 7.02184946 NA NA NA 1.79451984 0.67906342 14.13983012 15.41465545 10.76715968 13.34318498 -1.90616943 5.63323066 11.01349353 NA 2.67904089 9.12955788 10.56980492 0.89110806 18.64178038 11.58203714 NA 3.04827107 -1.90616943 12.17995887 8.22978065 8.77618823 11.70404204 10.12783870 15.45158916 9.57081772 1.09410092 1.79451984 10.78581502 9.90504472 5.97058911 11.96896740 7.46039364 10.20553327 12.71686693 NA 8.01293455 11.75127830 2.90141722 NA -0.90589908 5.10529674 6.69026064 9.93916941 9.94347657 1.09410092 0.09410092 -1.90616943 4.82199077 1.41597495 11.95447959 NA 12.84995011 10.48228533 11.46720855 4.45162655 13.50266663 0.67906342 8.07991353 11.85479146 9.43559026 9.57132375 10.43339818 12.66285896 9.86762284 11.29803123 0.90141722 10.67126427 5.76649711 9.66629804 12.37853419 8.54115471 12.34222149 9.54939868 -0.90589908 11.52216995 0.41597495 0.00249690 -0.00387790 0.42503000 -0.00774820 -0.00622860 -0.00622860 -0.00581400 -0.00581400 -0.26889000 0.07297100 0.92087000 -0.00055444 -0.00055444 -0.00055444 -0.00055444 0.00000000 0.00000000 -0.00193990 -0.00193990 -0.00512270 -0.00512270 0.00388540 0.00833510 0.22129000 0.22129000 0.00638710 0.18935000 0.18935000 0.05403400 0.00180300 0.00180300 -0.00018604 -0.49767000 -0.00387790 -0.00387790 -0.00843850 -0.00843850 -0.00843850 -0.00843850 -0.44286000 -0.00581400 -0.00581400 -0.02096100 -0.00774820 -0.02876500 -0.00396780 -0.00622860 -0.00581400 -0.00581400 -0.28605000 -0.00055444 -0.00055444 0.41412000 0.41412000 0.41412000 0.00000000 0.00000000 -0.01958900 -0.00697670 -0.00697670 0.00152550 0.00152550 0.00388540 0.00097064 -0.48691000 0.00833510 0.00833510 0.22129000 0.22129000 0.00638710 0.00638710 0.00110930 0.07096000 0.07096000 0.07096000 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.221 0.221 0.000 0.000 0.000 0.000 0.189 0.189 0.000 0.000 0.000 0.000 0.000 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.282 0.000 0.000 0.000 0.000 0.000 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.221 0.221 0.000 0.000 0.000 0.000 0.189 0.189 0.000 0.000 0.000 0.000 0.000 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.282 0.000 0.000 0.000 0.000 0.000 10.983005 NA 9.679926 6.888488 11.603599 11.909952 12.261098 12.038784 9.406955 10.407805 10.534583 11.543091 8.576880 11.236817 11.000774 11.290213 4.303138 11.968967 9.797543 10.205533 10.746468 10.416845 10.430299 12.519922 12.559765 6.605825 NA 3.342000 9.854376 9.800999 10.67574291 11.48585215 11.48410610 -0.90589908 11.60570067 11.20079803 15.18334561 9.21883904 7.82199204 9.04535614 9.01591259 10.96597673 8.91552658 8.00396478 10.49040868 8.61174080 5.58592398 11.60619467 8.40808810 9.08488464 14.11873507 0.90141722 10.36815840 10.76715968 4.56980701 7.37947368 0.09410092 10.86803488 -1.90616943 9.15881440 8.60779930 10.20553327 12.71686693 11.63541019 11.75127830 11.72320042 -0.90589908 NA 8.16506476 9.66819201 8.19997999 3.30351775 11.95447959 11.97938657 11.46720855 12.32093525 10.30017018 10.19571903 9.92141416 10.43339818 6.10529883 9.82835771 10.43586827 2.18154786 0.09410092 3.00095547 7.79326190 10.62837436 10.29497012 6.44279922 11.00114996 5.62545169 TCGA-BA-5152 56 0 NA 1288 head and neck stage iva t4a n0 m0 male 2009 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 6 2 3 3 3 2 2 2 2 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 5 0 0 4 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 1.494614e-05 5.479096e-06 10.3176931 NA 10.2259056 0.5973166 5.1579936 10.0256381 2.7989215 6.1882387 7.7751954 16.8743183 6.8565500 7.7099778 7.1792314 -0.7247545 8.8771206 9.9264014 4.7633531 5.5791319 6.0891316 7.4402563 -1.7245161 NA 6.8489972 4.4651713 10.2714701 -1.7245161 10.4490269 10.2830778 10.5456451 10.7055409 -1.7245161 0.5973166 2.3628065 8.2033945 NA 5.2640334 11.0989160 4.1822394 9.8028267 10.4364816 8.2697032 5.8299383 12.5099427 1.9757769 NA 11.6710177 13.2192381 8.5089693 3.5607516 11.9613030 5.5699710 11.5624849 6.5185241 5.6676679 NA 3.8912345 NA 4.1082401 2.0827026 15.6960912 15.5959258 11.0161846 12.3619836 2.1822473 3.2753498 11.5177796 NA 1.0827026 8.6174245 11.1707357 2.4087390 19.0347300 12.0511657 NA -0.1397125 NA 12.0846155 7.4676422 6.0369011 9.9137314 10.9891658 14.5620699 9.2865769 2.5232859 3.7016156 11.4736413 10.3387448 5.1822394 11.3386909 9.1255367 9.3766689 11.3161532 3.2753498 8.3101488 10.7013524 5.1579936 NA 0.2753647 3.7347855 6.5232765 8.3115236 9.7816572 1.0827026 -1.7245161 NA 5.6932026 NA 10.6433105 -0.7247545 13.7994629 9.4632955 10.3004893 5.4046341 14.1384228 2.2753349 8.0185012 11.0536322 7.4377413 9.8775846 10.0824148 10.2138267 9.9552696 11.3748619 -0.1397125 10.0053952 5.8603123 7.9442347 11.6108796 8.9210081 11.8350853 8.5549602 NA 11.2890213 0.2753647 0.047491 -0.424990 0.039559 0.038428 -0.004352 -0.434460 0.036028 -0.435550 2.329100 0.018762 0.238230 0.020843 0.020843 0.020843 0.031798 0.030813 0.030813 0.041398 0.041398 -0.183630 -0.183630 -0.245380 0.018603 -0.099924 -0.099924 -0.477700 -0.136960 -0.136960 -0.088034 0.256770 -0.180860 -0.190040 -0.444740 -0.901410 -0.424990 0.039559 0.039559 0.039559 0.039559 0.026266 0.026266 0.026266 0.039700 0.038428 0.038428 0.038428 -0.456770 -0.435550 -0.435550 -0.021294 0.020843 0.020843 0.026173 0.026173 -0.188280 0.030813 0.030813 0.027578 -0.183630 -0.183630 -0.148160 -0.154530 -0.245380 0.000000 0.000000 0.018603 0.018603 -0.179970 -0.190830 -0.222240 -0.079000 0.040125 -0.091079 -0.091079 -0.088034 -0.166 -0.166 0.000 0.000 0.000 0.000 -0.184 -0.148 -0.245 0.000 0.000 -0.230 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 -0.137 -0.137 0.000 0.000 0.000 -0.425 0.000 0.000 0.000 0.000 0.000 0.000 -0.425 -0.403 0.000 -0.436 0.000 0.219 0.000 0.000 0.000 0.000 -0.166 -0.166 0.000 0.000 0.000 0.000 -0.184 -0.148 -0.245 0.000 0.000 -0.230 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 -0.137 -0.137 0.000 0.000 0.000 -0.425 0.000 0.000 0.000 0.000 0.000 0.000 -0.425 -0.403 0.000 -0.436 0.000 0.219 0.000 0.000 0.000 0.000 10.7439738 NA 8.7220093 6.7347814 10.6312514 10.0455965 11.4257317 11.5026648 10.0742264 9.8664045 11.6579738 10.1395359 8.6129717 10.6232479 11.7041024 10.6855360 6.1924230 11.3386909 9.4129813 9.3766689 10.4832792 9.0176592 10.4450680 13.2144023 13.3792522 9.2540602 -0.7247545 1.5972690 9.2914615 11.8492336 10.8659367 11.7232078 11.4405708 1.4452500 10.8244124 10.6215864 15.1998013 9.6400316 7.1145534 8.3224735 8.1161277 10.8198313 8.5194401 9.0319060 10.7198471 9.3746976 6.0891316 10.3434562 8.5315585 7.9723170 11.6710177 4.1579896 10.0810937 11.0161846 5.1701694 7.0032705 2.3628065 9.9723173 -0.7247545 8.9380181 9.4744085 9.3766689 11.3161532 10.2907648 10.7013524 11.6843428 2.7347855 NA 9.0156618 9.7490555 7.7791757 2.1822473 10.6433105 10.8886788 10.3004893 12.8943660 11.7077611 11.1910424 8.7841349 10.0824148 7.0501371 10.0814965 9.0616193 5.5607516 2.5922298 10.1129776 9.7022906 9.3333414 9.0125972 8.4059205 10.1344963 5.1457141 TCGA-BA-5153 51 1 1762 NA head and neck NA t2 nx NA male 2005 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 3 3 2 4 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456468e-06 3.467782e-07 11.2331131 NA 10.5431438 NA 4.8436121 10.5495013 6.3391409 7.7425991 8.1271958 14.8653677 7.8287560 7.1464964 8.1560507 1.2348079 8.9749227 8.9366309 5.7955202 5.2879155 11.0099212 10.1452976 1.4978423 NA 5.0626226 10.8656179 12.2640920 NA 10.1094788 10.3615093 10.9258503 9.7855515 -1.0871202 2.8197704 3.5567359 9.2360216 -1.0871202 NA 14.9915070 7.1271958 8.9199040 11.9091736 9.0952709 5.1796623 11.9787976 2.4978423 NA 12.7479401 13.1974839 8.7552271 4.2348079 12.7566015 3.1923520 11.9600006 5.8553918 6.9072296 NA -1.0871202 0.9128798 3.1608073 0.9128798 14.9900881 15.4562136 10.0318177 13.7130688 NA 6.0003403 11.1527735 6.8670724 3.3051972 10.4315298 11.1808337 1.3564819 18.2790494 12.0210744 -1.0871202 1.4978423 0.9128798 11.8880081 8.0395809 3.6133195 11.9009240 9.7186205 15.5721897 8.9255013 2.6133195 6.6063638 10.1314399 10.1088639 7.9043986 12.6608430 11.9188520 11.5433713 11.7731877 NA 9.0562600 11.9399187 7.4903054 NA NA 3.8197704 7.9268973 10.3019702 9.7893936 5.1416944 2.0828048 -1.0871202 7.6909541 NA 10.5892746 NA 12.1952412 9.6120067 10.3971961 3.8670761 12.5446221 7.3008943 9.0664286 10.9627252 11.0958917 9.6467394 10.9275946 6.9241034 9.3180181 9.8844203 3.3051972 12.0087681 5.3723079 8.7473478 12.0681693 7.1320452 12.5068513 9.0878023 NA 9.8597829 2.0828048 0.00013863 -0.01704500 1.86480000 -0.01084500 -0.00961520 -0.00961520 0.00000000 0.00000000 -0.00498440 -0.00498440 -0.74968000 0.03143600 0.03143600 0.03143600 0.03143600 0.02062300 -0.72101000 0.00722170 0.00722170 -0.01300100 0.02679500 -0.70126000 0.05352100 0.01866300 0.01866300 -0.65379000 0.05965100 0.05965100 -0.07733700 0.07944700 0.00855830 0.00855830 -0.01704500 -0.01704500 -0.01704500 -0.00304750 -0.00304750 -0.74976000 -0.74976000 -0.02411400 -0.02411400 -0.02411400 -0.02411400 -0.01084500 -0.01084500 0.02230400 -0.00961520 0.00000000 0.00000000 0.02671000 0.03143600 0.03143600 0.01908300 0.01246800 0.01246800 0.02062300 -0.72101000 0.00722170 0.00930980 -0.73705000 0.00875280 -0.69088000 -0.68560000 -0.70388000 -0.70388000 0.05352100 0.05352100 0.01866300 0.00374650 -0.65379000 0.70401000 0.03481800 -0.02890100 -0.02890100 -0.07733700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 -0.704 0.000 0.000 0.000 0.000 -0.654 0.050 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.848 1.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 -0.704 0.000 0.000 0.000 0.000 -0.654 0.050 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.848 1.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.589715 NA 10.988921 5.627122 9.676919 12.748525 12.113316 13.721338 8.713777 10.771246 10.884061 11.885856 10.026619 11.027920 12.691878 11.559885 4.379503 12.660843 10.595432 11.543371 11.334416 10.535386 11.193067 11.956350 12.401847 11.801049 4.372311 1.234808 9.971545 11.051148 10.344896 11.152773 13.312689 1.497842 12.465306 10.250499 14.709016 9.199434 11.376146 9.594993 10.047303 12.327562 9.312507 8.772412 11.001993 8.590596 11.009921 10.484629 9.824269 10.187837 12.747940 3.912880 9.338093 10.031818 5.542233 8.163175 1.912880 8.919904 -1.087120 9.370258 11.180834 11.543371 11.773188 11.413967 11.939919 11.693006 -1.087120 NA 9.076526 11.726457 11.344113 2.819770 10.589275 11.213801 10.397196 11.440598 10.606799 10.036998 10.760326 10.927595 6.973572 9.923405 9.571088 1.234808 NA 11.114082 9.923356 9.933162 9.260498 7.467465 9.717008 6.216657 TCGA-BA-5555 54 0 NA 520 head and neck stage iva t3 n2c NA male 2010 NA no head and neck squamous cell carcinoma 62 NA 1 black or african american not hispanic or latino 2 2 2 3 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 4.30005e-06 1.040335e-06 7.87785527 -0.62994734 10.72486093 0.37005266 2.89361461 10.30448868 8.36865094 5.22804135 8.58559354 15.14942087 7.73638299 6.72761283 8.91695517 -1.62994734 9.12327742 8.22492875 4.93672273 4.15142049 10.68888583 8.99941717 5.32425617 2.07049237 4.34733967 3.76238071 12.15326350 NA 10.07266616 10.51885494 9.39173465 9.56358602 4.01391778 1.95501516 3.49934843 8.29493269 -0.04498484 NA 14.80364603 6.70545130 10.18103383 12.28472600 10.39520015 7.30669880 11.14175636 1.69198075 0.37005266 13.70167737 13.31847346 8.07569306 -0.04498484 11.36034189 6.81316936 11.93468644 7.75807794 6.62272541 -1.62994734 -1.62994734 -1.62994734 3.12494016 1.69198075 16.17071995 16.27695406 9.29487320 13.52949836 NA 5.11152799 10.50705170 NA 0.69198075 7.96811322 11.30430431 0.69198075 18.27566942 10.54498626 NA 0.69198075 1.53997766 12.62006285 7.78368844 4.09798154 11.50880274 10.17338457 16.66228784 9.63567568 6.29487251 1.69198075 10.79553880 10.82667170 4.69198633 12.29644648 7.44687652 11.57661713 11.68719050 NA 8.62154312 10.72099979 6.32425617 NA NA 2.61798017 6.96997355 9.84731297 10.02156079 1.17740758 5.28892327 -0.62994734 7.64385619 NA 9.92895963 4.34733967 12.51224743 8.84636136 8.17419167 2.82948427 12.91653307 6.89362311 8.82333125 10.65719579 7.67384118 9.47531434 10.88525282 9.14977988 10.94299760 10.41342970 -0.62994734 11.95854101 5.84579361 8.56727734 11.91103618 7.38965113 10.76880429 9.08172762 4.86191567 9.06267598 1.53997766 0.29393000 -0.09483200 1.11040000 0.92334000 0.95042000 -0.30719000 0.34912000 0.01868900 0.02027300 1.49390000 0.97671000 -0.33887000 -0.33397000 -0.33397000 0.22043000 0.07774500 0.60524000 0.24578000 0.04190900 -0.31620000 -0.31620000 -0.05857200 -0.00563550 0.29886000 0.29886000 -0.08821800 -0.35588000 -0.03515100 0.00071872 -0.01834200 0.04611300 0.20983000 0.04361600 0.04361600 -0.55415000 -0.34088000 -0.32685000 -0.32133000 -0.56980000 -0.30531000 -0.30531000 -0.30531000 -0.33938000 -0.31912000 -0.30614000 -0.32528000 0.95042000 0.01868900 0.01868900 0.02625900 -0.33397000 0.25420000 0.33370000 0.33131000 -0.32922000 -0.33984000 -0.35627000 -0.02668900 -0.31620000 -0.31620000 0.34083000 0.29229000 -0.28617000 -0.02025000 -0.02025000 -0.00563550 -0.00730850 0.29886000 0.29886000 -0.08821800 -0.37887000 -0.02299200 0.02036800 0.03992900 0.00000000 0.002 -0.329 0.000 0.000 0.204 0.000 -0.316 0.326 -0.286 0.172 0.000 0.000 0.000 0.299 0.299 0.000 -0.283 0.426 0.426 -0.356 0.000 0.000 0.592 0.250 0.000 -0.327 -0.327 -0.305 -0.305 0.617 -0.306 0.643 -0.307 0.330 0.000 0.318 0.318 -0.114 0.220 0.000 0.000 0.002 -0.329 0.000 0.000 0.204 0.000 -0.316 0.326 -0.286 0.172 0.000 0.000 0.000 0.299 0.299 0.000 -0.283 0.426 0.426 -0.356 0.000 0.000 0.592 0.250 0.000 -0.327 -0.327 -0.305 -0.305 0.617 -0.306 0.643 -0.307 0.330 0.000 0.318 0.318 -0.114 0.220 0.000 0.000 11.2582331 0.6919808 10.9205742 4.7099082 10.9898221 12.4697347 11.2039390 11.9667163 9.1766103 9.5922516 11.9164728 11.6472026 7.8088522 11.1772142 11.5175835 10.4815224 4.2889270 12.2964465 9.9470172 11.5766171 11.5640479 10.2982088 10.8243599 12.5298058 12.9792393 11.1367965 -1.6299473 -0.6299473 9.6030811 10.4502119 10.18784369 12.62553183 10.76103556 -0.04498484 11.93789787 10.64763857 15.23063778 9.28743258 8.28593989 9.37638677 10.03539655 12.86847353 9.41261600 8.55493605 9.71768191 10.05699882 10.68888583 11.20749142 9.46347819 7.54248790 13.70167737 2.37005266 10.38791296 9.29487320 5.24042501 6.55493567 4.70990817 9.58922904 NA 8.93896675 9.84933566 11.57661713 11.68719050 10.88008298 10.72099979 11.66654669 6.68747367 0.37005266 6.84478107 9.58194886 8.70991058 3.53999006 9.92895963 11.60487801 8.17419167 11.71004972 10.00305573 9.79789720 9.09286811 10.88525282 7.42262827 9.95031910 10.07266616 2.27694325 NA 7.88969682 8.73481900 10.16528854 10.11279108 6.74943907 10.77785948 5.69198912 TCGA-BA-5556 58 0 NA 725 head and neck stage ii t2 n0 NA female 2010 NA no head and neck squamous cell carcinoma 60 1968 0 white not hispanic or latino 3 6 2 1 3 3 2 2 2 2 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.265372e-06 1.283079e-06 10.61080819 NA 10.54391631 -0.56746812 3.38664543 10.79959628 6.84184610 7.02864429 8.39535076 16.33465299 7.09423290 7.68984217 7.30897149 NA 9.41330826 8.70857904 4.60237967 4.73623685 5.27794385 8.72822359 1.23982571 NA 1.89188575 8.07089053 11.41989620 4.45482075 10.51227262 10.47991937 10.43351085 10.77397334 -1.56746812 NA 1.75437445 9.20243290 NA NA 13.63996464 5.90006012 9.08887938 11.90793467 8.48502262 4.29043915 12.40848159 0.01735184 NA 14.00864185 13.59578974 8.83012917 1.01742311 11.40094138 6.29583504 12.54757951 6.19400626 7.80531954 -1.56746812 -1.56746812 NA -1.56746812 -0.56746812 16.19979201 16.92317482 10.98776269 13.23264668 NA 5.66127360 10.23497091 NA 0.75437445 9.62227919 11.11983022 7.19732581 19.12753243 12.63587904 NA 0.43242498 1.23982571 11.92718517 7.50926987 7.28732268 11.84030649 10.09823452 16.00899057 9.38955649 3.01742311 1.01742311 10.53344538 10.31547962 7.68748347 12.16481493 8.79439832 12.91960371 12.64426683 NA 8.18399855 11.92380661 2.95601947 NA NA 5.82477294 6.22035704 9.12157884 10.92880903 2.82476785 1.75437445 NA 6.77675016 NA 10.84740396 NA 12.60324028 10.35574487 11.03445743 6.39823919 13.52016600 2.75437445 6.84608206 10.92455808 9.16631726 9.05084013 9.90707813 8.58220183 8.90616035 12.14712939 2.01742311 11.06862601 5.78118396 8.58600657 12.23325335 8.59987268 11.69175647 8.85030719 NA 11.26356381 2.60238561 -0.00290910 -0.00290910 -0.00290910 0.13746000 0.00000000 0.00000000 0.00497320 0.00497320 0.05437600 0.05437600 0.05437600 0.38551000 0.38551000 0.38551000 0.38551000 0.19421000 0.19421000 0.00349140 0.00349140 -0.00899060 -0.00899060 0.00000000 -0.00719580 0.01070300 0.01070300 -0.01794100 0.14444000 0.14444000 0.02202400 -0.00604290 0.01321300 0.01321300 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00802440 -0.00802440 -0.00802440 -0.00802440 0.13746000 0.13746000 0.13746000 0.00000000 0.00497320 0.00497320 -0.12839000 0.38551000 0.38551000 0.00027728 0.00027728 0.00027728 0.19421000 0.19421000 -0.00636680 -0.00156260 -0.00156260 -0.00373950 -0.00373950 0.00000000 -0.01354000 -0.01147300 -0.00719580 -0.00719580 0.01070300 0.01070300 -0.01794100 -0.01794100 -0.00512270 0.03778800 0.03778800 0.03778800 0.000 0.000 0.194 0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.137 0.137 0.000 0.000 0.000 0.000 0.000 0.000 0.386 0.386 0.000 0.000 0.000 0.000 0.194 0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.137 0.137 0.000 0.000 0.000 0.000 0.000 0.000 0.386 0.386 0.000 0.000 11.621507 NA 10.675075 8.561737 11.382646 12.186187 12.128553 12.154728 8.611119 10.945935 10.831465 11.596890 10.135926 11.125724 11.091335 11.202499 3.612765 12.164815 9.162075 12.919604 11.478896 10.408661 11.531309 12.508290 12.834134 8.336337 NA 2.602386 9.964810 9.857671 11.281664 11.788631 11.292960 0.432425 11.729801 11.101561 15.428729 9.606132 7.731663 8.897000 8.495850 11.499721 8.989564 7.824772 10.650715 8.336337 5.277944 11.221581 8.668469 9.282641 14.008642 -1.567468 9.738516 10.987763 5.398237 8.470002 NA 10.347213 NA 9.156968 9.075409 12.919604 12.644267 10.929059 11.923807 11.947908 3.187340 NA 8.479224 9.473429 7.794398 2.956019 10.847404 11.235778 11.034457 11.639469 10.331811 10.394266 9.821010 9.907078 6.054506 10.357638 10.113254 7.566881 2.132906 7.612364 9.714205 9.864474 9.827453 6.722473 9.934292 4.680381 TCGA-BA-5557 41 0 NA 623 head and neck stage iii t1 n1 NA female 2010 NA yes head and neck squamous cell carcinoma NA NA 1 NA hispanic or latino 3 1 1 1 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 1.525824e-06 6.242008e-07 11.9024642 NA 9.9309157 4.6274434 6.3521317 9.6584389 6.5063528 6.1710667 8.5408410 15.8474948 8.4862683 8.4083595 6.8996192 -1.2553222 8.9296768 8.8256190 4.2042346 5.3146567 11.5581818 8.2164767 0.3297551 NA 11.4415517 9.7671693 11.1687052 NA 10.6747995 10.0296256 10.3103795 10.8647152 -1.2553222 NA 4.8533270 8.4307766 NA NA 12.1202482 6.4521605 8.7277949 12.0339558 9.8434915 7.6365855 12.8714253 1.3297551 NA 13.0629205 12.5407396 7.8296099 0.7447639 10.8276157 12.8150021 12.8231190 5.3447149 6.7837199 NA 1.3297551 NA 1.9147176 1.0667436 14.9234449 15.3268320 10.5388111 13.5413481 NA 5.4727217 10.1403355 NA 2.7448069 9.9333903 10.5067681 3.2042346 18.2509017 13.6711901 NA 2.2042346 NA 12.7140081 7.9566898 7.5617851 10.8166995 10.1970427 16.6813416 8.9234663 1.7448069 3.6989963 10.9545594 10.2286172 8.6858491 11.5744171 7.2486269 11.2039769 13.1726380 NA 8.1752541 11.0511480 5.4313020 NA -0.2551500 3.5521557 5.7220807 9.6128523 9.5585826 -1.2553222 -1.2553222 -1.2553222 5.1023516 NA 11.1443464 1.7448069 12.9060121 9.9320978 10.9156653 6.3070441 13.6765547 2.6516832 7.5553729 11.3579002 9.6651543 9.3796125 9.8180862 11.9387887 12.2282394 11.4515133 NA 8.6858491 7.5096729 7.6606805 12.5202059 7.7754687 12.0168480 8.6182456 -1.2553222 12.2738659 0.3297551 -0.0529360 -0.0529360 0.3637900 0.0989970 -0.0923450 -0.0923450 0.0572260 0.0572260 -0.2487300 0.3505500 0.3510400 0.1926900 0.1926900 0.1926900 0.1926900 -0.0200010 -0.0227270 0.0242380 -0.0344950 0.0214630 0.0214630 -0.0111980 0.0448570 -0.1725000 -0.1725000 0.0000000 0.0496820 0.0496820 0.0134920 -0.0347680 -0.0347680 -0.0347680 -0.0529360 -0.0529360 -0.0529360 0.1689500 0.1689500 -0.2562400 -0.1291400 -0.2544500 0.1049700 0.1049700 -0.2383800 0.0377370 0.0377370 0.0377370 -0.0923450 0.0572260 0.0539260 -0.2487300 0.1926900 0.1926900 -0.0237030 -0.0237030 -0.0237030 -0.0200010 -0.0227270 -0.0344950 0.0214630 0.0214630 0.0975420 0.0975420 -0.0092666 0.0440070 0.0440070 -0.2512800 0.0448570 -0.1725000 -0.1568200 0.0000000 0.0000000 0.0541030 0.0101210 0.0176840 0.0134920 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.251 0.000 -0.172 -0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.500 0.000 0.000 0.169 0.336 -0.228 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.095 0.343 0.193 0.193 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.251 0.000 -0.172 -0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.500 0.000 0.000 0.169 0.336 -0.228 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.095 0.343 0.193 0.193 0.000 0.000 11.121741 NA 9.449198 7.922221 11.813076 11.968800 12.074318 11.250117 11.464190 10.857567 11.118482 11.569164 8.254577 10.947537 12.712838 10.064474 4.826737 11.574417 8.922221 11.203977 10.497182 9.866335 11.034244 13.155951 12.240032 7.248627 NA -0.255150 9.168968 9.347500 11.3716512 11.5206175 10.6505645 -0.2551500 11.1634447 9.9718157 14.5892125 9.0371230 7.0846511 8.0417177 8.3127577 12.7566402 8.3740853 8.1499427 10.4718710 7.7699410 11.5581818 10.6113077 8.3409912 7.8970861 13.0629205 2.9927322 10.4594763 10.5388111 5.2366533 7.3409912 -0.2551500 10.3645629 -1.2553222 8.7864604 9.6865826 11.2039769 13.1726380 11.3248244 11.0511480 11.6272534 2.2042346 3.9147272 8.8492168 10.4896353 5.3741596 5.2366533 11.1443464 11.6447247 10.9156653 11.9842508 10.5363714 9.9609410 10.2083258 9.8180862 7.0068960 9.9475374 10.2250868 0.7447639 NA 9.4871109 9.0132264 9.9333903 9.8945486 6.3521317 9.6411338 3.4996928 TCGA-BA-5558 65 0 NA 1995 head and neck NA tx nx NA male 2006 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 6 NA NA 3 3 2 2 4 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 1 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.404083e-06 2.21938e-06 8.7312501 -1.3022262 10.4418201 0.6978628 4.3416869 10.2154966 5.3416834 5.4392940 8.3613854 15.9785527 7.6256051 7.6921810 7.8576986 -1.3022262 8.7298729 9.0432324 4.7371838 2.1572701 8.9036204 7.4560504 -1.3022262 -1.3022262 7.2752557 3.2827956 11.4420303 2.5051796 10.5743441 10.2140196 9.8907364 10.5448846 -1.3022262 NA 1.0197731 8.4975944 NA NA 13.9371274 5.6166900 9.2243264 10.8325744 9.8993385 5.7531098 12.5654921 -0.3022262 -1.3022262 13.0963037 13.2296960 8.3398789 NA 11.3504481 9.1987387 12.1958038 8.8827027 6.3344521 -0.3022262 NA NA 1.2827956 2.3982683 14.9790147 15.7426940 10.9892857 13.1930577 1.5051796 3.9832308 11.2641191 NA 2.1572701 9.6337289 11.2036388 3.3982683 19.1990191 11.6538403 NA 2.1572701 NA 11.2379553 7.3524628 7.8348180 11.7204482 10.0955019 15.2788806 9.6686521 4.7201964 1.0197731 11.0163700 9.5164094 6.5307169 12.2617384 8.2466489 10.8962722 11.9845293 -0.3022262 8.5401776 11.4548004 2.1572701 -1.3022262 0.2827363 5.9832285 6.6166900 9.7125451 9.4376079 1.8677384 0.2827363 -1.3022262 3.3982683 -2.2736919 10.6502045 -0.3022262 12.4472777 9.3736784 11.2972752 6.5433180 12.7509895 2.2827956 7.8373788 11.4689040 7.9242395 9.0761221 9.3286585 10.1293248 9.5550306 10.6999389 NA 10.0777470 5.3416834 8.0793701 11.7649254 8.2902843 12.3231936 8.9072807 NA 11.8819277 0.2827363 0.0000000 0.0204980 0.3864400 0.8271800 0.0084205 0.0084205 -0.0019934 -0.0019934 -0.4379100 0.4040400 0.8072600 -0.0101480 -0.0101480 -0.0101480 0.0395650 -0.0065486 0.7987100 0.0027208 0.0027208 -0.0391740 -0.0246460 0.0177690 0.0125220 0.7869000 0.8263900 0.0082813 0.0347640 0.0347640 0.9630100 -0.0013651 0.0435270 0.0435270 0.0000000 -0.4623100 -0.4174400 -0.4260800 -0.4260800 -0.4260800 -0.4363000 -0.4310900 -0.0024089 -0.0024089 -0.4264100 -0.0091820 -0.0091820 -0.0091820 0.0084205 -0.0019934 -0.0019934 -0.4391200 -0.0101480 -0.0101480 0.0045263 0.0045263 0.0045263 -0.0065486 0.5567200 0.0027208 -0.0391740 -0.0391740 0.0100920 0.0100920 0.0177690 0.0190290 0.0190290 0.0125220 0.0125220 -0.4258600 -0.4258600 0.0082813 0.4149000 -0.4244400 0.8401400 -0.0215630 -0.0215630 0.000 0.000 0.000 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.223 -0.203 0.000 0.000 0.000 0.000 0.000 0.000 -0.424 -0.421 0.000 0.000 -0.426 -0.040 0.000 0.000 0.827 0.000 0.000 0.000 0.000 0.000 -0.034 0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.223 -0.203 0.000 0.000 0.000 0.000 0.000 0.000 -0.424 -0.421 0.000 0.000 -0.426 -0.040 0.000 0.000 0.827 0.000 0.000 0.000 0.000 0.000 -0.034 0.404 0.000 0.000 0.000 0.000 11.1117195 NA 9.9452622 6.4987264 11.5378183 12.6484697 11.2118015 11.4380296 9.1593068 10.1428420 12.3190778 11.8768032 8.4120727 10.9892857 10.3339987 10.6088446 5.4194748 12.2617384 9.0997733 10.8962722 10.7856215 10.3533579 11.3342252 13.7176529 12.5998254 7.2095801 -0.3022262 5.2369862 9.4626988 9.2145122 10.4845052 11.9797572 11.9907240 NA 11.4635277 10.2968101 15.4189783 9.7739747 6.3773077 9.4808253 8.9084986 12.4438166 9.2023384 7.9855397 10.1334975 9.1582830 8.9036204 11.6079077 8.8764921 8.2369862 13.0963037 0.2827363 10.2728937 10.9892857 5.2056232 7.1449101 0.2827363 9.8956581 NA 9.2667334 8.6241232 10.8962722 11.9845293 11.2468898 11.4548004 12.0985733 4.3416869 NA 7.9552151 9.2340745 6.8373782 4.3125345 10.6502045 11.5916975 11.2972752 11.9488657 10.6538403 10.8020984 9.8589591 9.3286585 6.8827030 10.7796434 9.4577153 3.2213822 -1.3022262 1.8677384 8.9310273 10.2248154 9.3506723 7.7118480 9.8102667 5.2369862 TCGA-BA-5559 71 1 2083 1747 head and neck NA tx nx NA male 2006 NA no head and neck squamous cell carcinoma NA NA 4 white not hispanic or latino 4 5 1 2 1 1 3 1 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.635514e-06 8.322677e-07 11.4592712 -0.8224011 10.2512929 2.8779209 4.9189538 11.5298054 3.7921994 8.9415283 8.5061608 16.2100823 7.8865697 7.8122973 7.9223198 2.8213429 9.3567730 9.5056000 5.2435739 5.3573937 11.2235868 8.7349497 1.8779405 NA 10.9256789 10.5267672 12.2926110 -0.8224011 10.2784768 10.5366865 10.7397285 10.8792257 -0.2375236 0.9848445 4.3067726 9.5047298 -0.8224011 -0.8224011 13.6028331 8.3195931 9.6807055 11.8485848 9.7591573 7.6753382 9.5756952 4.5698009 NA 13.3409785 12.8304990 8.9382061 2.7010389 12.5857494 4.5946620 11.5958657 6.5868773 7.4158905 0.9848445 -1.8226562 -0.8224011 1.7624339 2.7624551 15.5160479 15.7428093 9.8766247 14.0501849 -1.8226562 5.8213429 10.5237227 5.9189538 4.2860088 10.4017893 12.0172803 2.9530603 17.6898754 12.8850069 -1.8226562 2.5698070 2.4994250 11.8418222 11.0654682 6.1316821 12.4831118 9.6199113 15.2030906 9.7544426 4.0843790 4.3474105 10.3281853 10.3567732 8.8122970 12.3364112 11.1718394 13.9911921 12.2950480 1.1774714 8.9181101 11.9072129 9.9617119 -0.8224011 -1.8226562 4.3474105 7.3869394 9.4640437 10.6705909 5.4063054 4.9719022 0.4993739 8.7214844 -1.8226562 10.5549677 3.4994122 12.5260759 9.5418451 11.2069458 5.0229758 13.1095623 7.1258536 8.7586866 10.7113024 8.9662043 9.7382965 11.0938208 6.6491613 11.5398408 10.9974655 2.2649567 11.8488059 7.0478503 9.0586001 12.5975778 8.0307957 11.5293915 9.3598804 -0.8224011 10.0428327 3.0354656 -0.0964400 -0.0964400 0.7126400 0.5523000 -0.2194800 -0.2194800 -0.2088300 -0.2088300 0.5752300 0.5752300 0.4637300 0.4728900 0.4728900 0.4728900 0.5232800 -0.0528010 -0.0528010 1.1323000 0.5299300 -0.2603500 -0.2603500 -0.1192600 -0.1266800 0.3338300 0.3253700 0.3416100 0.1804100 0.9057300 0.0226430 0.0377820 0.0152960 0.0101620 -0.0964400 -0.0964400 -0.1977500 -0.1678900 -0.1678900 -0.2018700 -0.2180000 0.0339720 0.0339720 0.0339720 0.0339720 0.5523000 0.0000000 0.0000000 -0.2194800 -0.2088300 -0.2088300 0.5752300 0.4728900 0.4603400 -0.2105300 -0.2105300 -0.2003700 -0.0528010 -0.6904200 0.5299300 -0.2722400 -0.2722400 0.1131600 -0.1284900 -0.1192600 -0.5093100 -0.5093100 -0.1266800 0.0104290 0.3225300 0.3225300 0.3416100 0.3416100 -0.1637000 0.0437230 0.0437230 -0.0077482 -0.211 -0.211 0.000 0.000 1.132 1.132 -0.260 0.000 -0.119 0.143 -0.509 -0.127 -0.127 0.325 0.325 0.342 0.342 0.000 0.000 0.162 0.000 -0.164 0.000 -0.160 -0.160 0.528 0.695 0.000 0.000 0.552 0.000 -0.219 -0.219 -0.209 -0.209 0.575 0.575 0.473 0.473 0.000 0.000 -0.211 -0.211 0.000 0.000 1.132 1.132 -0.260 0.000 -0.119 0.143 -0.509 -0.127 -0.127 0.325 0.325 0.342 0.342 0.000 0.000 0.162 0.000 -0.164 0.000 -0.160 -0.160 0.528 0.695 0.000 0.000 0.552 0.000 -0.219 -0.219 -0.209 -0.209 0.575 0.575 0.473 0.473 0.000 0.000 12.051891 NA 11.295376 8.187314 9.015114 11.293011 12.138302 11.950831 9.425414 11.420958 11.012747 11.247942 10.135314 11.767488 11.136764 11.734950 5.306047 12.336411 11.104523 13.991192 11.818973 10.997266 11.522614 12.764499 12.796044 11.147232 2.877921 3.877921 10.132046 11.120367 10.6703407 11.5537471 12.9350844 3.3474105 12.2913096 10.4597057 14.3992604 8.8779258 11.1269480 10.0620382 9.7122752 12.9335732 9.8335802 8.4242268 10.4628882 8.9952691 11.2235868 11.1635058 9.8718440 10.4495326 13.3409785 3.3474105 9.8587244 9.8766247 5.1199994 9.2847031 4.4628899 10.1483109 0.7624764 9.5508949 9.8432661 13.9911921 12.2950480 11.1436309 11.9072129 11.8038795 0.9848445 4.6532206 9.6901426 13.2791335 10.5300813 4.7773987 10.5549677 11.7165236 11.2069458 11.6971223 10.3243729 9.7534979 11.0259134 11.0938208 6.9555627 10.7052074 10.6092448 3.6369146 1.6369146 7.6348669 10.6316851 10.2692520 9.8582850 7.8050196 9.9763628 6.4812666 TCGA-BA-6868 53 1 472 190 head and neck NA tx nx NA male 2011 NA yes head and neck squamous cell carcinoma 60 1971 NA black or african american not hispanic or latino 1 4 NA NA 2 3 2 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.369405e-06 1.560502e-06 10.6756885 -0.7372061 10.2079321 -1.7369656 5.9352806 11.0440089 4.7864186 5.1332183 9.2677766 15.9014173 6.8402832 9.0830330 7.9924750 NA 9.3772472 7.9493546 4.7385895 2.0702176 1.7222911 9.2192302 -0.1521634 3.3503134 4.2170523 9.1794799 10.8715709 -0.7372061 11.0194104 9.9637273 10.0806371 10.8632317 NA 1.6274201 1.7222911 9.2377489 NA 5.9975634 14.6316163 6.9352794 8.9762405 10.7289306 5.5107816 4.4327791 12.8437603 6.2628541 NA 14.2578925 3.6551686 8.7646912 NA 10.2293595 5.8869549 12.4053601 9.1958070 6.8958491 1.5847701 2.0702176 0.8478366 2.7222911 1.9632892 14.9414537 16.2069948 10.7971570 12.6705865 NA 2.1697326 11.4580725 0.5847701 1.4327991 8.8701844 10.2603864 -0.7372061 17.7133384 13.1321587 7.2053691 -1.7369656 -0.7372061 11.7277826 5.7626996 5.7785529 10.5877181 9.9684865 16.5913493 8.7426345 7.6849190 5.7304606 11.3154221 10.3690899 7.1177221 11.4850452 9.6088137 11.4279181 11.5220089 -1.7369656 8.2415647 10.8546101 9.1704960 0.5847701 -0.1521634 3.2170446 6.3017724 8.8039506 9.0653704 -0.1521634 1.0701832 NA 6.0766361 0.8478366 10.4588414 4.9352806 12.8771613 8.7587392 10.6927838 3.7222911 13.0392357 4.6378942 8.1861816 11.8154031 10.5525849 9.6706529 8.4168115 9.8520371 10.0625404 11.8431127 0.8478366 10.8501628 4.5296398 7.4747427 11.7344023 8.4747423 11.8298595 9.6653333 NA 8.1817173 -0.7372061 -0.0387140 -0.0523960 0.3642100 0.8026700 2.3328000 0.0356650 -0.1160500 0.9123800 2.6021000 0.7690700 1.4231000 -0.7590900 -0.7552100 -0.7521900 0.0078919 0.4318900 3.6569000 0.0742650 -0.3220500 0.0037465 0.0025379 0.0583670 -0.3421100 -0.7645000 0.0636520 1.1372000 0.7723300 0.7723300 -0.1150800 -0.3517900 0.0452820 0.0570830 -0.8434700 -0.0523960 -0.1192600 -0.3544200 -0.3544200 -0.3652200 -0.3469800 -0.7815900 0.0190830 0.0190830 0.0301690 -0.7548700 -0.7502500 0.0406090 0.0716780 -1.1962000 -0.7760900 -0.8154000 -1.2929000 0.0190830 -0.3624900 -0.7796500 -0.0336770 -0.3647600 -0.3356000 -0.3579500 -0.7892500 0.0134920 0.0595080 0.0478360 -0.3149400 0.5315100 0.5315100 -0.3421100 -0.3372200 -1.1690000 -1.2047000 -0.3282000 0.0213230 -0.7530700 -0.1215900 -0.0920350 -0.0857220 -0.769 0.000 0.073 -0.351 -0.358 -0.358 0.000 0.000 -0.331 0.532 0.532 -0.342 -0.342 -0.764 -0.753 -0.328 -0.328 0.000 0.000 0.772 0.772 -0.753 0.000 0.000 0.000 0.034 0.374 0.000 0.000 0.773 0.000 0.000 0.000 0.000 0.000 0.011 0.768 -0.752 0.000 -0.115 -0.115 -0.769 0.000 0.073 -0.351 -0.358 -0.358 0.000 0.000 -0.331 0.532 0.532 -0.342 -0.342 -0.764 -0.753 -0.328 -0.328 0.000 0.000 0.772 0.772 -0.753 0.000 0.000 0.000 0.034 0.374 0.000 0.000 0.773 0.000 0.000 0.000 0.000 0.000 0.011 0.768 -0.752 0.000 -0.115 -0.115 11.3469981 4.7547058 10.2278302 3.9632984 11.7877630 12.5018491 11.1954380 10.9436531 11.0554411 9.2422793 11.5335874 12.9424991 6.4868559 10.5881596 10.2336790 9.5308111 5.2482388 11.4850452 8.8849059 11.4279181 10.9030990 10.9372671 11.2583015 12.6978282 12.5261233 7.3017733 NA 0.2629142 9.6695906 11.4202010 11.9992560 12.0559493 10.2758277 -0.7372061 10.7212607 11.3115112 14.4130756 9.9449709 4.9907734 9.3824438 9.8734177 12.1589026 9.1254760 8.1531183 9.8595005 9.5325652 1.7222911 10.9010637 7.6658660 6.6679957 14.2578925 1.2628541 10.1576718 10.7971570 4.4723058 6.2053691 -0.1521634 8.3140629 -0.7372061 8.5926503 11.4332486 11.4279181 11.5220089 11.3798478 10.8546101 11.0724212 5.0043216 7.5060282 7.8136010 10.7319871 4.7222857 7.0442138 10.4588414 11.2765257 10.6927838 11.5221560 10.2508286 9.9388111 9.5290549 8.4168115 8.2879935 10.4560714 9.7161248 0.2629142 4.8618760 6.7345294 8.4442053 9.7212607 9.7052794 7.8155229 9.9873679 4.6551743 TCGA-BA-6869 62 0 NA 644 head and neck stage iii t3 n0 NA male 2010 NA yes head and neck squamous cell carcinoma 46 1965 0 white not hispanic or latino 2 2 2 3 2 2 2 3 3 2 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 4 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 4 0 5 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.321225e-05 4.473439e-06 6.8070174 NA 10.6489324 -0.2910624 2.4094181 9.8701178 9.8057010 4.6158753 8.4571789 15.0628736 7.0970029 6.3814114 9.1653404 -0.2910624 8.7951221 8.5855027 5.5342640 1.8789215 9.5267690 8.6862659 NA NA 3.0309187 2.1684174 10.0482792 -1.2908859 10.7170643 10.0320406 10.3778709 9.6300831 NA 0.2939590 0.7090259 8.5817376 NA NA 13.0323926 4.6862652 9.9178299 10.8020733 7.0532819 3.7089818 12.5017762 2.2939590 0.7090259 12.1179790 11.6216882 8.4352039 NA 12.3320672 10.8525190 12.0664004 8.0354155 5.6397242 5.0665370 NA NA 3.0309187 -0.2910624 15.2262859 15.6051887 10.9341934 12.2293590 NA 2.6158871 10.7240524 NA 0.7090259 8.8175104 11.0637862 0.9416322 17.7513239 9.6060750 -0.2910624 -1.2908859 0.7090259 11.6175662 6.0753080 4.4903455 10.3479421 10.6765724 14.9545015 9.0116248 4.9943896 2.1684174 11.1740421 9.9628334 3.0309187 13.4788227 8.9827814 10.7679923 10.9940991 -1.2908859 8.6098528 10.3232356 8.0753080 -1.2908859 -0.2910624 1.5163178 6.7964485 9.0387821 9.1601969 0.2939590 4.4903455 NA 7.1055911 NA 9.3310376 6.9897567 13.0368894 9.4857973 10.3305799 1.8789215 12.8391542 3.2939443 8.6352821 10.1565857 6.3383424 8.5870368 10.7077103 8.0554994 8.2227133 8.3760976 1.0309010 11.0566072 5.4369047 7.3419813 10.8539628 8.2108233 11.5436545 8.4197925 NA 11.6744095 0.2939590 0.01447000 0.01950800 1.05020000 1.05100000 0.00000000 0.00861350 0.00180300 0.00180300 -0.00138580 -0.00138580 0.00777830 -0.58980000 -0.58980000 -0.00097017 -0.00097017 0.00889200 0.01293400 0.03538300 0.03538300 -0.57407000 -0.62417000 -0.00526100 -0.01601700 2.75880000 -0.00180140 -0.02466100 -0.01629200 -0.01629200 -0.01725400 0.00319100 0.00319100 0.06479700 0.01447000 0.01447000 0.01950800 -0.61416000 -0.59234000 -0.59234000 -0.59234000 -0.06914900 0.01349200 0.01586600 0.00491340 -0.00512270 -0.00512270 -0.04115900 1.07060000 0.00180300 -0.01354000 -0.03176800 -0.58980000 -0.00097017 -0.66402000 1.43400000 -0.59653000 0.02182400 -0.00387790 0.01897900 -0.61470000 -0.57407000 -0.16510000 -0.23207000 -0.59127000 -0.04387300 -0.05695000 -0.01601700 -0.01601700 0.54630000 -0.64884000 -0.02466100 -0.02466100 -0.00290910 0.00513590 0.00513590 0.00513590 1.430 0.000 0.000 0.000 0.000 0.000 -0.574 -0.165 0.000 0.511 0.000 0.000 0.000 2.759 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.592 0.000 0.000 0.000 1.048 1.048 0.000 0.000 0.000 0.000 0.000 0.000 -0.589 0.000 0.000 0.000 1.430 0.000 0.000 0.000 0.000 0.000 -0.574 -0.165 0.000 0.511 0.000 0.000 0.000 2.759 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.592 0.000 0.000 0.000 1.048 1.048 0.000 0.000 0.000 0.000 0.000 0.000 -0.589 0.000 0.000 0.000 10.318165 1.030901 9.655731 5.323694 10.897884 10.209813 11.590482 12.393735 8.761554 8.139438 11.376541 11.084568 7.021868 10.142050 12.596397 11.107195 5.159702 13.478823 8.363622 10.767992 10.755769 10.184213 11.596016 13.463909 12.703428 10.975187 NA 3.409432 8.831814 9.904358 10.191290 12.169954 11.906356 1.030901 11.414834 10.871692 15.220197 8.088364 9.480475 9.794458 8.513117 13.126047 7.862715 9.517950 10.774065 9.879537 9.526769 10.109865 8.992074 8.062133 12.117979 2.168417 9.771707 10.934193 5.827928 6.021868 4.975772 9.753380 0.293959 8.784465 9.931177 10.767992 10.994099 10.691623 10.323236 11.379200 NA NA 8.692820 8.666088 9.117316 3.352843 9.331038 10.861588 10.330580 12.473754 11.035415 10.833430 8.655892 10.707710 7.496888 10.547402 8.960468 1.030901 -1.290886 10.274564 9.413599 9.854281 8.900045 6.560735 9.177610 6.878910 TCGA-BA-6870 60 1 451 NA head and neck NA tx nx NA female 2010 NA NA head and neck squamous cell carcinoma 40 1970 NA black or african american not hispanic or latino 2 4 2 1 3 3 1 2 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.635514e-06 1.144368e-06 8.9592239 NA 11.0458360 1.2032012 4.7680096 10.6843504 5.4511518 6.3393601 7.8542756 16.7142453 6.2621174 7.6571805 8.0212732 -1.3815734 9.5739111 9.2013440 4.9401902 6.8325799 4.9581095 7.8756492 0.6182387 0.6182387 3.0776874 7.1690080 11.0702449 2.0776874 10.1275413 10.4882405 10.3588852 10.1598418 0.2032638 -1.3815734 2.7881845 8.9269755 NA 4.3187001 14.1134916 5.3731470 10.0715318 10.7913137 7.0653440 5.0939953 12.5291849 1.4256204 0.2032638 12.9795196 12.8990320 9.2530722 3.5251543 12.3009266 6.0305347 12.2531857 8.1554796 7.5578405 NA 0.6182387 NA 1.2032012 0.9402043 16.4042180 16.4961752 10.9788340 11.5865680 NA 4.2906898 12.1971056 -0.3817613 2.2032325 9.6564944 11.4810922 -1.3815734 19.3764828 11.1821724 NA 0.9402043 2.4256204 11.4521395 8.1141161 5.3047629 10.7435229 10.1442713 15.2934326 8.2311295 6.0105785 3.0776874 11.5234601 10.0223383 3.8661860 12.5956976 7.6069455 11.5251518 10.4179475 -1.3815734 8.7280919 10.4789602 6.7578127 NA 0.2032638 5.2329715 6.8756486 8.6990786 9.7969261 3.5724532 1.2032012 NA 6.7730798 0.9402043 10.6182611 NA 13.5258091 9.4441900 11.6026797 5.6182622 13.1903692 2.3186928 7.8350069 11.6368091 9.8709266 9.0622407 8.9867676 11.5583912 8.9769123 11.2204961 NA 10.8127102 8.3864454 9.1319889 11.2125858 8.6336764 12.0569231 8.6489284 -0.3817613 10.8482816 2.6182622 0.090575 0.085846 0.334150 0.846520 -0.073060 -0.073060 0.101330 0.101330 2.891900 0.328010 0.327370 -0.383020 -0.383020 -0.378420 0.362310 -0.132900 0.881460 0.058367 1.458100 0.290560 0.290560 0.272060 -0.109980 -0.387390 0.028481 -0.044280 -0.122650 0.501510 0.000000 -0.124530 -0.124530 0.374630 0.090575 0.090575 0.079591 -0.399860 -0.379990 -0.929710 -0.382910 -0.142990 -0.136780 -0.135360 -0.148210 -0.125420 -0.125420 -0.125420 0.115060 0.101330 0.100610 -0.433870 -0.855910 -0.378420 -0.137550 -0.886810 0.110230 -0.132900 -0.643020 -0.378420 0.290560 0.290560 0.110380 -0.380550 0.043170 0.123730 0.123730 -0.109980 -0.170450 -0.155670 -0.667070 -0.044280 -0.361280 -0.118740 0.000000 0.000000 0.000000 -0.109 0.000 0.000 0.000 -0.378 -0.378 0.291 -0.389 0.000 0.124 0.124 -0.110 -0.110 -0.605 -0.605 0.000 -0.317 0.260 0.375 -0.123 -0.004 -0.119 -0.108 0.000 0.000 -0.033 0.347 -0.143 -0.143 0.808 0.683 0.113 0.000 0.101 0.101 -0.061 0.327 -0.378 -0.378 0.000 0.000 -0.109 0.000 0.000 0.000 -0.378 -0.378 0.291 -0.389 0.000 0.124 0.124 -0.110 -0.110 -0.605 -0.605 0.000 -0.317 0.260 0.375 -0.123 -0.004 -0.119 -0.108 0.000 0.000 -0.033 0.347 -0.143 -0.143 0.808 0.683 0.113 0.000 0.101 0.101 -0.061 0.327 -0.378 -0.378 0.000 0.000 11.5822410 -1.3815734 9.6410382 4.6406267 11.5958989 10.8343946 10.5829630 11.0720462 8.9491780 9.7756081 11.4487764 12.2845962 7.2329706 10.3256203 11.8339459 11.1398616 5.5229848 12.5956976 8.9311441 11.5251518 11.0578324 9.6447846 11.7544513 13.7612366 13.0042584 9.0632762 -0.3817613 0.6182387 9.4191611 11.5622411 10.22327761 11.86173272 11.27535631 1.42562043 11.09778887 11.03716791 15.31711260 9.87505955 6.57245770 7.44480950 8.86381397 12.41713795 9.26093576 7.18811702 10.35339409 9.65512156 4.95810954 9.61119950 8.76291948 11.04531211 12.97951962 2.70573467 9.82893252 10.97883399 6.08586651 9.44083201 0.94020434 8.68300406 -0.38176134 9.91403017 9.32389355 11.52515177 10.41794753 10.87417496 10.47896018 11.13765170 NA 0.94020434 7.98609062 9.16900800 10.71958031 5.95811186 10.61826114 10.25034757 11.60267966 12.54353745 10.41023795 9.36309506 9.05288943 8.98676758 8.22188771 10.89583918 9.59911486 5.80808639 -0.01990156 5.66265556 9.01445935 9.44639768 8.64478463 7.93793343 9.88387630 3.70572361 TCGA-BA-6871 75 1 108 63 head and neck NA tx nx NA male 2011 NA no head and neck squamous cell carcinoma 180 1950 NA white NA 2 5 1 2 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.265372e-06 1.179046e-06 11.1499676 -1.6371094 11.9516829 3.0635202 6.4399007 10.1562823 3.7554004 6.3114523 8.2654603 16.1089960 7.4237815 7.2609308 8.6680070 NA 8.0738920 8.8408437 5.8216158 1.6849982 5.1045505 10.4820265 -1.6371094 -1.6371094 11.6357152 10.0430053 11.4296792 -1.6371094 10.2567662 10.7583517 10.2852982 10.1772673 3.9777928 1.3630589 5.0635245 8.7057157 5.6484885 -0.6368850 11.7595564 6.6345483 12.2285819 10.5831614 8.0390424 7.1509881 10.3331914 7.0910058 0.9480775 11.7905292 10.4581527 8.4074794 0.6849982 9.8148117 3.2210728 11.2964072 7.1704399 5.8306914 NA NA 0.3631150 2.7554004 2.7554004 15.2617193 15.8070060 9.7001498 12.2302676 0.3631150 5.2334510 9.8738496 8.0230812 6.8589408 9.5051925 11.9049080 1.6849982 16.8224250 12.5394923 6.1896348 3.8549432 0.3631150 11.1945906 10.0760422 5.7809373 11.0702828 9.9718023 14.4728753 10.2346057 5.1444462 7.7575480 10.5624510 9.9685650 5.0069398 11.2028738 11.5145777 11.5491997 10.9754932 -1.6371094 9.2326792 11.0563546 10.6579933 -1.6371094 NA 1.3630589 6.3230872 10.1623670 9.5398819 8.8993328 7.2789651 NA 9.6145678 -1.6371094 11.2699760 -0.6368850 12.6561978 9.3639586 10.4288381 3.0635202 13.2062213 1.5330151 8.8669111 11.2504964 9.1386957 9.0539566 10.4881760 6.4558434 12.6274547 10.3774547 2.5330151 9.8993326 9.6362982 8.7337729 11.2537297 8.5676565 11.8008375 9.1254675 0.6849982 7.8629311 1.9480401 0.081297 -0.425270 3.322900 3.656900 -0.422540 -0.422540 0.071359 0.045708 0.565880 0.459280 2.014200 -0.412230 -0.412230 -0.417180 -0.384480 -0.402520 2.919500 3.475200 0.498050 0.118440 -0.417070 0.574870 -0.375160 0.949360 -0.403960 -0.381450 -0.385600 -0.385600 -0.105650 -0.405840 -0.405840 1.760400 0.081297 -0.425270 -0.425270 -0.443720 -0.433220 -0.433220 -0.439570 -0.437890 0.040044 0.040044 0.054660 -0.362150 -0.204960 0.331730 0.077400 0.045708 -0.419150 0.627150 -1.292900 -0.417180 0.081033 0.081033 0.032399 -0.402520 -0.508260 0.517170 -0.419040 -0.419040 -0.388500 -0.405680 0.120620 0.122850 0.122850 -0.400860 -0.942760 -0.403960 -0.403960 -0.381450 0.073690 -0.386940 -0.098286 -0.098286 0.540510 0.000 0.000 -0.403 0.000 0.204 0.400 -0.417 -0.406 0.543 0.123 0.123 -0.375 -0.375 0.545 0.545 0.000 -0.368 -0.406 0.439 -0.386 -0.386 -0.387 -0.366 0.000 -0.425 -0.433 -0.433 -0.438 0.000 -0.362 -0.362 0.000 0.000 0.000 0.000 0.629 0.629 -0.417 -0.417 0.000 0.000 0.000 0.000 -0.403 0.000 0.204 0.400 -0.417 -0.406 0.543 0.123 0.123 -0.375 -0.375 0.545 0.545 0.000 -0.368 -0.406 0.439 -0.386 -0.386 -0.387 -0.366 0.000 -0.425 -0.433 -0.433 -0.438 0.000 -0.362 -0.362 0.000 0.000 0.000 0.000 0.629 0.629 -0.417 -0.417 0.000 0.000 11.500557 7.060053 9.509565 6.049585 9.946168 10.448555 9.215615 11.441570 11.446897 10.068718 10.509336 11.463584 7.744629 12.134756 9.271478 11.180069 5.393862 11.202874 11.745574 11.549200 10.671140 10.382329 10.630422 13.889002 12.883765 11.304683 2.269991 5.269976 9.041685 10.559380 10.01054391 12.05831372 12.77565526 1.68499822 11.30339902 10.81145987 14.05763212 7.55043744 8.97411024 9.84337071 10.31982451 12.31900771 10.36916949 8.50135714 10.15057986 9.81995312 5.10455053 10.26772001 10.23499066 7.55043744 11.79052921 4.22106505 9.73268284 9.70014976 6.29382291 6.17043987 2.06353746 9.10370954 0.68499822 9.20857554 10.14198385 11.54919968 10.97549320 10.90345568 11.05635457 11.01525816 -0.05199728 NA 8.55148872 11.07001304 6.32887056 4.72063964 11.26997603 11.50503289 10.42883813 12.69190058 10.39960253 10.32055023 11.30045924 10.48817595 9.03285627 10.63920982 11.09821833 1.17043787 -1.63710936 6.26395270 10.79060516 9.52484707 8.47942945 8.35318918 10.58195130 5.90224486 TCGA-BA-6872 47 1 384 NA head and neck NA tx nx NA male 2004 NA NA head and neck squamous cell carcinoma 40 1974 6 white not hispanic or latino 1 3 2 3 3 3 2 1 4 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5.062962e-06 1.248402e-06 9.4093387 NA 10.5869181 2.8818604 4.9973376 10.3178793 2.2968979 4.1042528 8.9280762 15.9414879 6.5915194 8.3109199 7.6097823 NA 8.8893564 8.0008028 4.0517897 3.4668229 8.5305191 8.4941160 NA NA 8.6322897 11.5759295 10.6461806 -0.7029847 10.2532755 10.2569012 9.5353040 9.6588431 NA NA 2.7563402 8.0285238 NA NA 13.3024361 6.6632222 9.0864330 10.5406683 6.9551105 5.8667547 11.7713657 1.8818604 -0.7029847 12.4520338 12.9919100 8.2741792 NA 12.4436271 2.3430382 11.6461805 7.5915201 7.2968997 5.2741796 NA NA 2.6188260 1.2968979 15.3780280 15.8566722 10.3330729 11.8598572 NA 3.3843676 11.8416223 NA 0.2968979 7.6456275 11.4466464 -0.7029847 19.3997464 10.0085663 NA 1.2968979 0.8818995 11.3382162 6.5730230 6.5448269 10.4213049 10.5489733 15.4676068 8.7887523 7.0316091 3.4668229 11.8839736 10.1478675 4.2510980 13.3155098 8.4415573 10.8972769 11.1166793 NA 8.4028079 10.7052291 6.2394133 NA NA 4.9116101 6.6278155 8.2997145 9.0733324 NA 2.6188260 NA 6.9335242 -0.7029847 11.3767174 NA 12.9444701 9.2233880 10.0239689 5.5063512 13.2242143 4.3412955 7.7726326 11.3261865 8.8437939 9.0945607 9.1313703 8.3548911 9.9335240 10.9294402 NA 10.3248053 5.3412920 9.6445208 10.4848699 7.7807149 12.2408792 8.4106413 NA 9.9542177 1.6188494 0.1475600 2.2395000 0.3299500 0.3723200 0.3888200 0.3888200 3.6569000 0.2548000 -0.4009700 0.3724900 0.3718300 -0.3794300 -0.3794300 2.0164000 -0.0271240 2.1893000 3.6569000 -0.3820100 -0.0048461 -0.0017851 0.0000000 -0.0044418 0.3486000 0.3146600 -0.1010500 -0.0496950 0.3135400 0.3135400 0.5704100 0.2125000 0.2125000 0.4102800 -0.0592690 -0.0425170 -0.0407520 -0.3899600 -0.3899600 -0.3910700 -0.3766200 0.3199800 0.0358060 0.0359470 -0.3399800 -0.3022800 -0.3034400 -0.1577100 -0.0094046 -0.2720000 0.0602220 -0.4009700 -0.3794300 -0.4281100 -0.1574500 -0.1574500 0.4121200 -0.3954800 -0.3682700 -0.0048461 -0.3987500 -0.0017851 0.5424200 0.5285300 0.0049969 -0.0306770 -0.0306770 0.4457900 0.3365800 -0.4368000 -0.5437800 -0.0496950 -0.1043800 -0.0154660 -0.3726800 -0.3726800 -1.2929000 0.253 0.411 -0.368 -0.368 -0.382 0.000 0.000 0.542 0.000 0.000 0.000 0.337 0.337 0.186 -0.129 0.000 0.000 0.213 0.213 0.314 0.314 0.000 0.000 0.000 0.000 -0.391 0.302 0.305 0.305 0.099 -0.252 0.000 0.000 0.000 0.000 -0.029 0.372 -0.352 0.000 -0.015 0.351 0.253 0.411 -0.368 -0.368 -0.382 0.000 0.000 0.542 0.000 0.000 0.000 0.337 0.337 0.186 -0.129 0.000 0.000 0.213 0.213 0.314 0.314 0.000 0.000 0.000 0.000 -0.391 0.302 0.305 0.305 0.099 -0.252 0.000 0.000 0.000 0.000 -0.029 0.372 -0.352 0.000 -0.015 0.351 11.0876550 NA 9.5261868 5.8204624 11.3316983 13.2493575 10.9375961 11.3676911 9.2855839 8.7847392 12.7201466 11.2912527 6.9551105 9.5281204 11.4086870 9.7273518 5.1892909 13.3155098 8.5892208 10.8972769 10.7084103 9.9198662 10.2467260 13.1845093 12.5201469 8.4517176 -0.7029847 2.4668359 9.0059832 8.9226082 9.9470535 12.9443577 11.0913152 -0.7029847 11.0042585 11.0888761 14.8189582 10.1985204 5.2037885 8.1010302 9.3399266 11.7560747 9.2903332 8.5112186 10.0282183 8.8874863 8.5305191 9.9657843 8.8302290 6.5160672 12.4520338 1.2968979 10.3130111 10.3330729 6.2968997 5.3192675 NA 8.7231640 NA 8.7907548 8.9389509 10.8972769 11.1166793 11.4310047 10.7052291 10.6550010 2.7563402 NA 6.1423889 9.7450156 5.5063512 4.0517897 11.3767174 10.6806036 10.0239689 12.2529124 10.7444992 9.6255742 8.7563308 9.1313703 7.4567708 10.8418637 9.6434130 2.4668359 NA 4.2510980 8.5679420 9.3303222 9.4680762 7.6544513 9.3164899 3.1042528 TCGA-BA-6873 28 0 NA 122 head and neck stage iva t4a n2b NA male 2011 NA no head and neck squamous cell carcinoma 1 2001 3 white hispanic or latino 1 3 2 1 1 1 3 1 4 1 0 0 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 7 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.90728e-06 6.935564e-07 10.8176607 -0.6488240 10.2891838 -0.6488240 4.3052702 10.6295239 -0.6488240 5.7086259 9.5384264 16.5940810 6.7940181 8.7898662 7.4491065 NA 8.7455372 9.2979807 4.9360348 3.9949327 8.7369370 9.3913641 NA NA 8.4569831 6.5209989 11.3661410 4.8746347 9.3052708 10.6416693 10.1648557 10.4654675 -0.6488240 NA 1.9360254 9.1947601 NA NA 14.5786152 8.0789951 10.3858734 11.2447552 6.8979689 5.5008212 8.7981578 2.1584340 NA 11.6594135 13.3737890 8.5678204 0.9360631 12.2812574 5.0234993 11.7739277 5.2818132 6.5798937 NA -0.6488240 NA 1.9360254 1.9360254 16.1855698 15.5478106 10.8217333 13.3580141 NA 3.4385324 12.7915543 0.3510629 2.1584340 9.2043841 11.0436900 2.1250559 18.8410733 12.3351368 NA 1.6730136 1.3510629 12.8741463 8.9228270 6.2818114 10.9688954 10.5556455 16.4147118 9.5172375 2.1584340 3.5989964 11.5717551 10.0296746 4.3954673 11.0415090 7.5653938 10.1704553 11.5362596 NA 8.3081765 11.1151166 2.6730136 NA 0.3510629 4.0515113 6.8979689 10.0101784 10.9584047 -0.6488240 1.3510629 NA 2.5210005 NA 10.9180798 NA 12.0796327 10.1274005 10.6942602 6.1965638 13.8068511 7.3899935 8.2090556 11.4735789 10.8161306 9.3803617 10.0343234 7.4648169 10.0445613 12.3630005 2.1584340 11.4651421 5.0515157 9.4595988 12.2258637 7.9171286 12.2886322 9.2564613 -0.6488240 10.0454323 1.3510629 -0.129100 -0.129100 0.212990 1.288400 0.134650 0.134650 -0.041159 -0.041159 -0.440880 0.677520 0.687380 0.118730 0.118730 0.118730 0.118730 0.121380 -0.145280 0.343070 -0.112990 -0.142580 -0.142580 1.792400 0.097252 0.589910 -0.169290 0.064654 -0.451580 0.104820 0.039478 0.108330 -0.074144 -0.074144 -0.129100 -0.129100 -0.129100 0.243420 0.243420 0.243420 0.243420 0.120640 -0.107810 -0.107810 -0.144650 -0.139750 -0.134580 -0.171450 0.134650 -0.041159 -0.041159 -0.505730 0.118730 0.118730 -0.451040 -1.061300 0.121230 0.121380 -0.145280 -0.112990 -0.146570 -0.142580 0.660320 0.660320 0.111690 0.114770 0.114770 0.097252 0.097252 -0.169290 -0.204730 -0.469430 -0.190740 0.122110 0.026373 0.026373 0.020292 -0.307 0.121 -0.024 -0.145 -0.113 -0.113 -0.143 0.660 0.112 0.115 0.115 0.000 0.000 0.435 -0.155 0.000 -0.191 0.108 0.000 -0.389 0.000 0.122 0.000 -0.134 -0.134 0.243 0.243 0.013 -0.108 0.234 -0.135 0.135 0.135 0.000 0.000 -0.441 0.672 0.119 0.119 0.000 0.000 -0.307 0.121 -0.024 -0.145 -0.113 -0.113 -0.143 0.660 0.112 0.115 0.115 0.000 0.000 0.435 -0.155 0.000 -0.191 0.108 0.000 -0.389 0.000 0.122 0.000 -0.134 -0.134 0.243 0.243 0.013 -0.108 0.234 -0.135 0.135 0.135 0.000 0.000 -0.441 0.672 0.119 0.119 0.000 0.000 11.0895890 NA 10.1207966 7.6775040 11.8790401 11.8539013 9.6975881 10.9886050 7.2214392 9.0891668 10.8770846 12.7793037 8.4117703 11.2855025 10.6959251 9.9620993 5.3709977 11.0415090 8.7625853 10.1704553 10.9836153 10.8166408 10.0627414 12.6044980 13.0623112 8.5334687 0.3510629 2.8105048 9.4582916 9.2458923 11.3496649 12.4716363 10.1357093 0.9360631 11.7901261 10.9620993 14.4027919 10.3927336 6.2458930 8.8125537 8.6864648 11.1564153 9.9882155 7.0857837 10.2691923 9.4517368 8.7369370 11.3208207 8.7689270 7.0234993 11.6594135 0.9360631 10.9247217 10.8217333 4.9360348 6.0653203 -0.6488240 10.0287941 NA 9.1076309 10.0419455 10.1704553 11.5362596 11.7132923 11.1151166 11.7736649 4.0515113 3.5210005 7.2152602 11.9094952 6.0375755 2.6730136 10.9180798 11.5596136 10.6942602 12.2701240 10.4880656 9.9584048 9.9528452 10.0343234 6.7604658 10.1142868 10.5408990 2.5210005 NA NA 8.7536604 10.1017814 10.4950953 7.4278902 9.6433961 5.0515157 TCGA-BA-7269 61 0 NA 1273 head and neck stage iii t2 n1 NA male 2010 NA yes head and neck squamous cell carcinoma 46 1964 1 white not hispanic or latino 2 4 NA NA 2 2 3 2 4 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 6 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.739548e-06 9.70979e-07 8.666182453 NA 10.398710349 3.582254908 4.041689812 9.947853436 5.765481705 5.167221424 8.830187493 15.222222405 8.576613588 7.728616455 9.251145072 NA 8.052580005 9.640251625 2.697729346 3.389608110 10.809875905 8.767135342 -1.002599191 0.582266953 10.628019686 4.319227730 9.508061554 -0.002743728 10.489150623 9.514966873 10.038272100 9.612007414 NA NA 3.804652492 7.047527483 NA 5.167221424 12.852360593 3.904185412 11.800015776 9.194514087 6.830188127 8.016887940 10.610165935 3.997301441 3.641152934 9.341593319 10.880322556 8.337147318 NA 11.848265626 4.206752610 10.390151541 8.505092210 8.268760464 2.997292408 NA NA 2.804652492 3.855282125 15.022846506 16.275517233 11.396308292 11.990235815 0.997328542 2.319213275 9.776195964 -0.002743728 5.126580587 7.697736990 11.410660956 NA 15.700782044 9.495149293 4.319227730 1.582266953 0.582266953 11.404830814 7.772084252 3.167229454 8.665827984 11.873046817 14.654029574 8.637542506 6.291918450 5.612007414 12.302646748 10.868047457 NA 11.738528508 7.669722709 10.942009547 10.030031990 NA 8.704656554 8.087409800 9.071439033 NA NA 0.997328542 5.791712506 7.735389491 8.325972337 -1.002599191 3.319227730 -0.002743728 6.456728954 NA 11.068759875 5.147046143 13.031236619 7.833158280 8.929512301 2.167229454 13.317392870 4.206752610 7.310180135 12.225364564 7.152115461 8.383159940 9.818274114 5.904187821 11.947488826 10.051223354 -1.002599191 7.718396563 6.732007287 8.354849700 10.576141914 7.633922294 12.114128764 7.182172842 4.282699259 8.939811907 NA -0.0030183 0.0078077 1.0651000 1.5309000 -0.0011782 -0.0011782 3.6569000 0.1404600 1.9700000 1.5399000 1.6857000 -0.3602000 -0.3602000 -0.3602000 -0.3602000 0.3677600 3.6569000 -0.0073048 -0.2791500 -0.3890400 -0.3890400 -0.3066000 0.2316800 0.0512750 -0.2831800 -0.3604300 0.3327500 0.3327500 0.2274900 -0.3021400 -0.3242300 0.3327300 -0.0030183 -0.8981600 0.0078077 0.0829400 -0.3738900 -0.3738900 -0.3738900 0.2153300 -0.0365610 0.0740070 0.7934000 -0.3666600 -0.3692700 -0.3752500 -0.0011782 0.7693000 -0.7901600 -0.7998400 -0.3602000 -0.3602000 -0.7950600 -1.2228000 -0.0277790 -0.7178000 -1.2243000 -0.3431800 -0.3611100 -0.3611100 0.1649300 0.1649300 -0.3466200 0.0608240 0.0608240 0.2316800 0.3523800 -0.2831800 -0.0378690 -0.3451300 0.1748600 -0.0131950 0.5111000 0.4233800 -0.4713500 0.000 0.000 -0.333 -0.333 -0.279 -0.279 -0.389 0.165 -0.339 -0.341 0.000 0.232 0.232 0.000 -0.245 0.000 0.152 -0.287 0.046 0.333 0.333 0.000 1.036 0.000 0.000 -0.374 0.982 0.141 0.000 1.162 -0.369 0.000 0.000 0.000 0.000 -0.800 0.735 -0.360 -0.360 0.227 0.227 0.000 0.000 -0.333 -0.333 -0.279 -0.279 -0.389 0.165 -0.339 -0.341 0.000 0.232 0.232 0.000 -0.245 0.000 0.152 -0.287 0.046 0.333 0.333 0.000 1.036 0.000 0.000 -0.374 0.982 0.141 0.000 1.162 -0.369 0.000 0.000 0.000 0.000 -0.800 0.735 -0.360 -0.360 0.227 0.227 9.0979599 0.9973285 8.7684566 2.4567273 10.0478264 11.4345268 9.0979599 11.1889736 10.2705103 8.7998139 11.9767227 10.8423954 6.0953295 9.6706065 10.2826997 10.3438112 2.9213982 11.7385285 9.4402409 10.9420095 8.8206647 8.7802957 9.1175353 13.4202282 12.2806753 10.3265332 NA 1.3192133 8.2309172 10.0505445 11.107454519 11.865348346 10.562399566 -0.002743728 10.400309502 11.443863905 12.897032028 8.773730673 6.328213550 7.963081607 9.032096434 12.023302106 6.501123820 9.454678273 9.765481871 8.990235886 10.809875905 9.658184700 6.778656720 7.187122412 9.341593319 3.997301441 10.432446796 11.396308292 8.134288719 4.928033892 1.319213275 8.881467936 1.319213275 7.889081056 9.217675915 10.942009547 10.030031990 10.483629686 8.087409800 9.314710119 5.551885103 2.697729346 7.182172842 10.919510218 5.147046143 6.052578919 11.068759875 9.860709429 8.929512301 13.188742302 11.220997538 10.042374573 7.477077429 9.818274114 9.340483269 9.707242814 8.174717001 0.997328542 NA 5.711541711 9.429828922 8.955850098 9.179691923 7.249962935 8.226116398 3.319227730 TCGA-BA-A4IF 59 0 NA 895 head and neck NA tx nx mx male 2011 NA yes head and neck squamous cell carcinoma 40 NA NA white not hispanic or latino 1 2 NA NA 2 2 2 1 2 3 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 3.01697e-06 7.282342e-07 8.19375696 3.60417810 10.94710724 -0.09619044 5.64520592 10.86156571 9.99451227 6.84625260 9.24803405 15.11564545 7.38755383 7.71109288 8.33000303 NA 9.22115086 9.61109730 4.88101849 3.65862281 7.86374026 9.55658307 1.90373245 2.48869495 8.78025497 3.76172142 11.56150319 5.33000258 10.33157479 10.85174030 10.98721746 10.36981466 NA 0.90373245 4.60417810 8.76732043 7.02267962 NA 14.00476999 3.81062818 10.23880465 11.15965189 6.73028671 9.13015043 11.30648378 5.09356440 0.90373245 10.39057322 12.85684330 7.88387798 0.48872065 12.74008443 10.63815142 11.55770277 7.26129010 5.15166402 5.60417810 1.22564512 2.07364888 1.71109839 -1.09634467 15.38417937 15.25944161 9.77795109 12.01275257 1.22564512 2.22567597 11.79457239 0.90373245 3.29606089 8.60417773 11.35494923 -0.09619044 18.50405217 10.26732534 6.53309452 0.90373245 4.99119983 12.04552597 8.18450892 6.00177072 10.93104632 10.67233605 14.99915578 9.59373621 7.10341056 4.33000617 11.11166758 9.81213077 2.22567597 13.34778242 7.95358653 10.96713322 11.42288294 NA 8.49806294 12.07381970 6.70463823 6.95902010 -0.09619044 4.78638203 6.40358473 9.39458895 10.70827252 0.48872065 6.20751808 -1.09634467 8.23689342 NA 10.56328819 6.05348500 12.41326576 9.94658086 11.78848103 3.54759789 12.93276649 5.20751808 8.82706573 11.48093093 8.67852514 8.79400249 9.56611285 7.07366280 10.15522062 10.41153281 2.60416623 11.97302009 5.56194928 8.60070573 11.05665675 7.51476296 11.37947157 8.65862566 -0.09619044 11.09726354 1.48872065 0.114040 0.167150 0.737570 0.735680 0.000000 0.000000 -0.054420 -0.054420 -0.045095 -0.045095 0.293250 -0.382130 -0.335600 -0.367260 -0.094592 -0.095516 -0.095516 0.383660 -0.082535 0.216530 0.216530 -0.371100 0.111690 -0.374260 0.125050 0.168350 -0.087712 0.466730 0.039761 -0.081206 -0.081206 0.133620 0.114040 0.167150 0.167150 -0.381230 -0.377790 -0.377790 -0.377790 -0.108020 -0.364480 -0.364480 -0.370300 0.214840 0.176090 0.176090 0.000000 -0.054420 -0.054420 -0.045095 -0.367260 -0.094592 -0.215350 0.096816 0.096816 -0.095516 -0.095516 -0.103430 0.212380 0.212380 0.229010 0.240930 -0.371100 0.192230 0.192230 0.111690 0.111690 -0.395640 -0.395640 -0.400970 -0.376620 -0.048478 0.039761 0.039761 0.039761 -0.204 0.000 0.000 0.000 0.384 0.384 0.217 0.241 -0.371 0.319 0.319 0.112 0.112 -0.374 -0.374 -0.208 -0.377 0.000 0.000 0.000 0.451 0.000 0.000 0.114 0.114 0.360 0.738 -0.108 -0.364 0.725 0.199 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 -0.367 0.000 0.000 -0.204 0.000 0.000 0.000 0.384 0.384 0.217 0.241 -0.371 0.319 0.319 0.112 0.112 -0.374 -0.374 -0.208 -0.377 0.000 0.000 0.000 0.451 0.000 0.000 0.114 0.114 0.360 0.738 -0.108 -0.364 0.725 0.199 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 -0.367 0.000 0.000 10.485880 3.991200 9.742635 3.151664 11.171988 11.140939 11.259365 12.245257 8.198359 9.169353 11.195772 10.624410 6.496195 10.966459 11.690008 10.249698 4.574180 13.347782 9.845519 10.967133 10.539910 10.445803 10.887444 11.716369 12.900918 11.105862 NA 4.395591 9.568185 9.989874 11.66050293 12.23507500 11.45111471 5.51844701 11.50202333 11.27251741 14.48799016 10.08861349 5.86952352 8.43511974 8.54398299 10.56596144 9.31821198 8.22341048 9.99847563 9.87671799 7.86374026 11.47169421 9.21662122 6.56194928 10.39057322 3.42729776 10.62483730 9.77795109 5.64520592 5.11319207 5.29605722 9.76094161 NA 9.85647938 8.97117249 10.96713322 11.42288294 11.14899370 12.07381970 11.52349962 -1.09634467 NA 7.84625260 9.77256069 6.68509777 2.71109839 10.56328819 11.67130191 11.78848103 12.42066927 11.17344928 11.44022822 8.87815271 9.56611285 7.96443387 9.64857204 10.28636219 4.71109288 -0.09619044 6.01226249 8.04730008 9.94197134 10.06423996 7.18914060 10.00768159 4.71109288 TCGA-BA-A4IG 77 0 NA 855 head and neck NA t1 nx mx male 2011 NA yes head and neck squamous cell carcinoma NA NA 6 white not hispanic or latino 2 5 NA NA 2 4 2 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.731203e-06 9.475602e-07 8.0356536 NA 10.9233037 NA 0.3352546 10.1622917 7.9694199 6.9301601 9.2290209 14.1536961 7.4402496 6.7102527 8.7919104 NA 8.3257907 10.2239570 5.6450704 4.5831399 12.0567403 9.9400758 3.0721744 NA 4.8795342 3.4506966 11.3816557 -1.2498223 10.5918156 10.9862655 10.3529502 10.8459780 -1.2498223 1.0721744 1.0721744 8.8344350 NA NA 15.0095532 3.7502528 10.1033981 11.1545946 8.4576103 3.9981774 12.4251056 5.4917184 -1.2498223 11.3281521 12.0234641 8.4506908 3.2738142 11.5868934 9.2277262 11.7903697 4.5051414 4.7044460 NA NA NA 5.5051383 5.0721787 13.3851752 13.1332447 9.9031698 12.3470234 -1.2498223 3.6082297 10.1154802 -0.2498223 1.5576307 9.7044477 11.3108230 3.3941025 18.0243132 10.8933156 NA 0.7502635 0.3352546 12.1686310 7.2659507 2.4506966 9.8207680 10.4679277 14.9888799 9.7551740 3.2096873 5.4226770 11.0448720 9.5600194 4.9981774 13.5754809 8.7059012 10.7987381 10.9443925 -0.2498223 8.4120295 10.4120294 6.7217951 NA NA 5.3352153 7.7586796 9.6993484 9.7898557 2.9981774 0.3352546 -0.2498223 7.7131473 NA 8.3276802 NA 12.6949634 9.3700860 11.1168467 2.9981774 13.7252932 4.9201742 9.1869628 10.4904537 7.8587755 9.1457854 10.5205022 9.8210430 10.1404203 9.9778672 -1.2498223 11.8701651 4.6328963 8.1231162 11.5299706 7.1848793 11.9955068 8.6706042 -1.2498223 10.6097861 0.7502635 0.0000000 1.9743000 0.8705000 0.2862800 0.0143300 0.0143300 -0.2655000 0.0424490 0.3392300 0.3392300 0.5834500 0.0315770 0.0315770 0.0315770 0.0189520 -0.3164600 -0.0080244 0.4221700 0.0047646 0.0155870 -0.0190400 -0.5356100 0.0024969 0.5369600 0.5369600 -0.0269880 -0.0099315 -0.0099315 -0.0773450 0.0390540 0.0036192 0.0036192 0.0023581 0.0023581 -0.5598700 0.5440000 -0.0091286 -0.0091286 -0.0091286 -0.2965700 -0.4708800 -0.4708800 -0.5572300 -0.2945100 -0.2945100 -0.3055700 0.0079175 0.0424490 -0.5768400 0.3392300 0.0315770 0.0315770 -0.0107840 -0.0094046 -0.8480300 -0.3434300 -0.5671400 0.0047646 -0.5581700 -0.5581700 0.0147490 0.0380650 -0.3709800 0.1789000 0.1789000 -0.0169790 -0.0016629 -0.0081624 -0.0081624 0.0469840 -0.0393940 -0.5839200 -0.9326000 -0.0627640 -0.0822970 0.000 0.000 -0.316 -0.316 0.000 0.000 0.000 0.000 -0.536 0.179 0.179 0.000 0.000 0.537 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 -0.471 0.286 -0.295 0.000 0.000 -0.265 0.000 0.339 0.564 0.000 0.000 0.000 0.000 0.000 0.000 -0.316 -0.316 0.000 0.000 0.000 0.000 -0.536 0.179 0.179 0.000 0.000 0.537 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 -0.471 0.286 -0.295 0.000 0.000 -0.265 0.000 0.339 0.564 0.000 0.000 0.000 0.000 10.615211 -1.249822 10.091186 5.570430 10.503468 10.652611 11.604925 11.365421 8.892358 9.077804 11.008817 10.043148 8.701536 10.981772 13.179004 10.925801 5.623326 13.575481 9.126377 10.798738 10.621001 10.426649 11.506182 12.105319 13.036737 10.687257 NA 3.072174 9.317257 10.608621 11.3527182 11.4010786 11.1361137 1.0721744 11.2540770 9.8109472 15.0888623 9.1607027 7.9075979 8.8717848 9.4576105 12.4970805 9.7129955 9.2168375 9.5568009 9.0088174 12.0567403 10.8955467 9.7008071 7.7698418 11.3281521 4.6809882 10.3276801 9.9031698 6.5768003 6.4297314 4.8795342 10.1473910 0.3352546 8.8999985 10.3959097 10.7987381 10.9443925 11.2573026 10.4120294 11.4039921 -1.2498223 -1.2498223 8.8011884 8.9922345 8.8416867 2.6571369 8.3276802 11.6546977 11.1168467 12.3467905 11.0105828 10.7843624 7.4332457 10.5205022 8.0676640 10.1807038 9.6480967 6.8639929 1.9201789 7.8821081 8.8586058 10.1393448 9.6105624 8.0631340 10.3773291 6.4155880 TCGA-BA-A4IH 57 0 NA 622 head and neck stage iva t2 n1 m0 male 2012 NA yes head and neck squamous cell carcinoma basaloid type 20 NA 2 white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560502e-06 3.121004e-07 10.3327650 NA 10.6767320 3.2729041 7.5353570 10.7867800 7.3862419 8.3306839 8.4943020 16.3726783 7.3439505 9.0257315 8.0174754 NA 9.4497450 9.5913565 6.3926403 4.2448871 10.2440020 10.2519409 5.5611459 NA 8.4163821 12.2699715 10.5600802 1.5724532 10.5244740 10.3340121 11.0357298 9.9382365 -1.4274013 2.9702647 3.7423835 9.2932353 NA NA 11.2886373 8.2270970 9.6625733 11.1739996 10.1318379 5.0960214 11.8214261 8.5149755 2.3798150 11.5847362 9.9876744 8.8274894 0.8943715 10.8653576 6.1614000 10.8114626 7.3505379 7.7598130 -1.4274013 1.3798427 6.3472475 2.5724532 0.1574318 15.1453803 15.9975771 9.9256077 12.4155968 NA 5.5497400 9.2659478 7.9903133 7.7622857 9.5646912 10.9620922 -1.4274013 16.0808979 10.8788074 6.1945126 2.4793599 0.5725017 11.5102025 8.1018917 2.6599246 10.4440465 9.9829122 14.2116602 8.8796617 1.7423943 8.5752760 10.1265700 9.7266461 6.8898738 12.2404594 11.4247953 11.5798386 11.0805032 6.6914016 8.6304524 11.0517359 8.5252021 0.5725017 NA 2.4793599 7.0318925 9.7075288 9.1480001 3.5724653 7.4021832 0.1574318 8.2484181 -1.4274013 11.0752927 2.4793599 12.6104367 9.9026999 11.0372618 8.9145355 13.4885736 7.0236723 9.0174757 11.4495532 9.0410850 9.0881607 11.2357277 8.2867065 11.0834722 10.1232077 4.6385489 11.1564838 5.1116198 9.5575912 11.4063392 7.8415876 11.6492765 8.7335926 NA 10.2203689 -0.4275954 0.0000000 -0.0038094 1.5479000 -0.0207560 0.0091001 0.0091001 0.0246180 -0.7453800 0.1753000 0.1753000 0.1753000 0.0354520 0.0354520 0.0354520 0.0409620 -0.1029600 -0.8844500 0.5584100 -0.5217900 -0.8861200 -0.8861200 0.0372870 0.0603200 0.0303800 0.0303800 -0.0575880 0.0531650 0.0531650 -0.1507400 0.0508890 0.0104930 0.0140100 0.0000000 -0.9297500 0.0251070 0.0135610 0.0135610 0.0135610 -0.0081614 -0.0033943 -0.0033943 -0.0033943 0.0113300 -0.1005900 -0.1005900 -0.1005900 0.0091001 -0.7453800 -0.7453800 0.1753000 0.0354520 0.0354520 0.0375700 0.0375700 0.0267770 -0.1029600 -0.8731100 -0.5217900 -0.8791800 -0.8795900 -0.8687300 -1.2929000 0.0372870 -0.8894700 -0.8894700 -0.8706100 0.1037900 0.0303800 0.0303800 -0.0575880 0.0358760 -0.0984850 -0.1507400 -0.1507400 -0.1507400 0.000 0.000 -0.103 -0.873 0.520 -0.522 -0.880 -0.878 0.000 -0.877 -0.877 -0.871 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.534 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.175 0.175 0.000 0.000 -0.151 -0.151 0.000 0.000 -0.103 -0.873 0.520 -0.522 -0.880 -0.878 0.000 -0.877 -0.877 -0.871 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.534 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.175 0.175 0.000 0.000 -0.151 -0.151 10.798572 6.327348 10.526275 5.990313 9.485350 11.091350 12.249079 11.180947 10.222615 10.562919 9.568934 11.959805 8.748634 10.976804 11.865070 10.859307 5.365965 12.240459 11.507626 11.579839 10.588921 10.946414 11.034708 12.902376 12.833086 11.732175 5.064314 5.903378 9.625708 10.221717 10.7867800 10.7452009 11.4627252 3.4304459 11.6405673 10.7641370 13.5939115 7.6439233 11.8807999 8.8773826 10.4021836 11.7434813 10.8641582 9.4665207 10.0107330 9.0911140 10.2440020 10.1375630 9.7946521 8.2624590 11.5847362 4.8578616 9.5808894 9.9256077 5.7523713 6.7423862 5.7017431 11.0675664 -0.4275954 9.1135575 11.0016060 11.5798386 11.0805032 11.6798414 11.0517359 11.2986790 6.5208277 4.7423835 10.1597742 11.5728130 6.9078509 7.1232078 11.0752927 10.8676558 11.0372618 12.7318592 10.5955221 10.2391287 9.7764205 11.2357277 7.7892069 10.0852013 10.8555492 1.7423943 4.2448871 8.6519457 10.0318259 10.1658520 9.2475357 7.9966271 10.7632115 6.3273478 TCGA-BA-A4II 46 0 NA 918 head and neck stage ii t2 n0 m0 male 2011 NA no head and neck squamous cell carcinoma 25 NA 0 white not hispanic or latino 2 1 NA NA 3 3 2 3 2 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.01697e-06 1.075012e-06 8.7689045 NA 10.6409576 3.2946502 4.2614782 10.1194594 5.9541544 5.2275293 9.3240581 15.0195661 7.3626908 7.6681035 8.8741327 NA 9.4480822 9.4526811 5.1206174 3.2275255 3.7421032 8.5217143 0.4201859 NA 9.1344217 7.0299707 11.1548858 0.8351965 10.7755273 10.5155732 11.1252326 10.8267356 NA 1.1571731 3.0831453 9.3215460 NA 1.4201859 14.0986663 4.8796078 9.5076391 11.1458265 8.1971577 5.6033979 12.3943518 1.6425630 -1.1648844 12.0351927 12.3095534 9.0434481 0.4201859 11.9337393 9.5249845 11.3452361 5.2614782 5.8352142 NA NA NA 0.4201859 2.1571407 14.8962456 15.4574711 9.2296764 12.5473108 NA 4.4499245 9.7193842 -1.1648844 0.8351965 9.3230539 11.1295473 1.8351965 17.3222333 10.7205287 -0.1647227 1.6425630 -1.1648844 11.9391571 7.7269974 7.1706041 10.2252000 10.6336855 15.0392116 10.4197065 6.7117303 2.8352167 11.2706235 10.1101742 5.3270658 12.7232644 10.0373376 11.1789547 12.1745070 NA 8.6280040 10.9183606 6.2102525 0.4201859 NA 3.4790753 6.9541544 10.0238026 8.5408460 2.1571407 0.4201859 2.6425630 7.6033979 NA 10.6955248 7.3028189 13.1928344 9.8982109 10.8693249 -0.1647227 13.0233389 4.4499245 7.7806579 11.0631305 7.3350598 8.9619182 9.4014867 9.4826720 10.1424146 9.5129334 2.8352167 10.4168851 6.8520226 7.8182070 11.7409768 7.4934256 11.2778981 9.1605191 NA 10.4618354 0.4201859 -0.0257560 0.6379200 1.9564000 0.6439600 0.1554700 0.1554700 3.6569000 0.0711040 0.0394780 0.2396900 3.6569000 -0.2537000 -0.2537000 -0.2595000 0.0653700 -0.2581700 3.6569000 0.0176840 0.0580810 -0.2615500 -0.2615500 -0.2515200 0.0209030 0.0850760 0.3736400 0.0352420 0.0721090 0.0721090 -0.0023553 0.0627940 0.0609360 0.0000000 -0.0257560 -0.0257560 0.0272160 -0.2707900 -0.2675700 -0.2711800 -0.2704500 -0.0033243 -0.0033243 -0.0033243 0.0428740 -0.0809740 -0.0809740 -0.0809740 0.0552300 0.0711040 0.0757030 -0.2626400 -0.5892100 -0.2595000 -0.0630320 -0.0630320 -0.0630320 -0.2581700 -0.2603500 0.0580810 -0.2625700 -0.2615500 0.1034300 0.0979790 -0.2523700 0.0798800 0.0798800 -0.2707600 -0.2646800 -0.2583000 -0.2583000 0.0352420 0.0317180 0.0562280 -0.0097861 -0.0097861 -0.0097861 0.000 0.000 -0.181 -0.181 0.000 0.000 -0.262 0.000 -0.252 0.000 0.000 -0.224 -0.224 0.000 -0.258 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.268 0.000 0.000 0.000 0.000 0.000 0.100 0.100 0.000 0.000 0.349 0.612 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 0.000 0.000 -0.262 0.000 -0.252 0.000 0.000 -0.224 -0.224 0.000 -0.258 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.268 0.000 0.000 0.000 0.000 0.000 0.100 0.100 0.000 0.000 0.349 0.612 0.000 0.000 0.000 0.000 10.6021567 -0.1647227 10.0704980 5.0446651 11.2299443 13.8624226 11.1289727 11.1415603 8.7421043 10.2461950 10.7843109 10.6553927 7.4126427 10.4885067 13.2921456 10.8330988 4.7449845 12.7232644 8.0275063 11.1789547 10.5563129 10.1605191 11.5036555 12.7131947 12.8048701 11.8622558 NA NA 9.7585412 9.9522075 10.8295671 10.7941288 11.9105257 1.6425630 11.2235001 10.7570547 14.4484533 9.6924173 5.7659511 8.7163277 8.5901012 12.0027887 9.0152846 8.1817272 10.0434481 8.9811460 3.7421032 11.5522475 9.9153651 8.9080164 12.0351927 NA 10.7231959 9.2296764 5.1571407 7.8295674 -0.1647227 9.9722048 -1.1648844 8.7101951 8.8755033 11.1789547 12.1745070 11.7022994 10.9183606 10.6058776 NA NA 7.3086758 8.6132907 8.1113381 2.7421140 10.6955248 11.6742206 10.8693249 13.0156668 10.8948962 9.9612729 9.0664350 9.4014867 6.7718513 10.6621594 9.3926774 1.4201859 NA 6.5146935 8.5331194 10.2080787 9.8103453 8.1772885 10.5009937 5.2446055 TCGA-BA-A6D8 59 0 NA 850 head and neck stage iva t4a n2c m0 male 2012 NA yes head and neck squamous cell carcinoma 40 NA 7 black or african american NA 2 4 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2.84268e-06 5.016495e-07 7.9618265 NA 9.7405895 0.4540706 2.4540443 10.0861180 1.7759776 4.3609191 8.3609221 13.9582299 6.6239561 8.9277374 9.2005460 NA 6.9697319 9.6972056 4.2089230 3.5414901 11.2678128 7.3120125 NA 2.2613804 8.3026545 7.1819523 8.4140336 0.4540706 9.9378474 9.7289920 9.5858887 9.3073411 NA 2.6239605 1.7759776 7.1709536 NA NA 13.4372034 6.0086213 11.2629958 8.6707773 5.9931898 6.6828500 9.5599401 1.4540179 NA 8.8181664 8.5335162 7.3965466 NA 9.2370299 1.4540179 10.5865313 8.2288187 4.2089230 NA NA 1.0389980 4.8115841 1.0389980 15.1222790 14.4235621 12.4852159 11.8917837 NA 1.4540179 8.2451947 0.4540706 1.4540179 7.1819523 12.6140606 1.0389980 16.2688018 10.3412523 NA 0.4540706 1.4540179 10.6810458 7.9378475 1.4540179 8.7760500 11.7988823 14.1531665 8.5335162 -0.5460347 4.0978889 11.6088498 10.8602366 1.0389980 12.0728759 6.9538775 9.5742696 9.7589534 NA 9.4355990 9.5201209 5.3366761 NA NA 1.4540179 6.0978889 7.7578127 7.5833145 -0.5460347 -0.5460347 NA 5.9775936 NA 10.2022245 7.5833145 13.5051556 6.2684531 7.6828507 2.0389980 12.6429295 4.8115841 6.3366744 11.7316096 6.5935823 7.5677736 9.6438562 5.7019593 10.9528809 8.2484475 -0.5460347 8.5703756 6.3488485 7.2613870 10.2581626 8.5935831 9.7703132 7.7759598 NA 6.7114192 NA 0.0638680 0.7848500 1.1470000 0.5675600 0.0899960 0.0899960 0.0918800 0.0918800 -0.6519300 -0.2383800 1.0889000 -0.5990600 -0.5990600 -0.6263600 0.0401850 0.7995600 0.0366620 0.0519560 0.1048200 -0.3511000 -0.3511000 0.1300700 0.0368220 -0.6306400 -0.2258500 0.0000000 0.0530940 0.0530940 -0.1039500 -0.2686500 0.0094491 0.0940560 0.0753290 0.0753290 -0.8041800 -0.6278000 -0.6186300 -0.6144100 -0.6144100 -0.5863700 -0.5942900 -0.5942900 -0.5990600 -0.6067100 -0.6061800 -0.6654400 0.0899960 0.0918800 0.0907200 -0.6437700 -0.5990600 0.0939110 0.3167500 -0.5649500 -0.2564800 -0.6427400 0.0558000 -0.6544500 0.0451410 -0.2554000 -0.6080600 0.0454240 0.0572260 0.0767100 0.0767100 -0.6462100 0.0603650 -0.2258500 -0.6441500 0.0000000 0.0000000 -0.6622600 -0.2409200 -0.2409200 -0.1039500 -0.252 -0.252 0.000 0.000 0.000 0.000 -0.287 -0.608 0.000 0.000 0.000 -0.635 0.000 -0.631 -0.226 0.000 0.000 -0.269 0.000 0.000 0.000 -0.610 0.000 0.000 0.000 -0.567 0.667 -0.599 -0.599 0.561 -0.035 0.000 0.000 0.000 0.000 -0.621 -0.621 -0.599 -0.599 -0.104 -0.104 -0.252 -0.252 0.000 0.000 0.000 0.000 -0.287 -0.608 0.000 0.000 0.000 -0.635 0.000 -0.631 -0.226 0.000 0.000 -0.269 0.000 0.000 0.000 -0.610 0.000 0.000 0.000 -0.567 0.667 -0.599 -0.599 0.561 -0.035 0.000 0.000 0.000 0.000 -0.621 -0.621 -0.599 -0.599 -0.104 -0.104 9.5467888 -0.5460347 9.3567233 3.1544698 9.9588506 7.4140332 5.0389936 11.8615650 10.8687169 9.4009379 13.2179027 10.3305485 5.9618270 9.5133761 10.1059802 10.0124523 2.0722773 12.0728759 8.7691813 9.5742696 9.9687457 8.5093142 10.1751308 13.8415522 13.0907695 11.3162815 -0.5460347 3.9134639 8.8949008 8.6364260 10.0181811 11.9441304 11.4334568 -0.5460347 9.9498867 11.6447823 12.6997210 7.9931903 8.1613909 8.6164231 7.6189382 11.5167524 8.1860974 9.3533886 10.8802964 9.7983276 11.2678128 8.7184743 9.1527363 6.3488485 8.8181664 3.1544698 9.4554398 12.4852159 6.5201205 4.7019593 NA 9.3010889 1.0389980 8.0724172 11.3642996 9.5742696 9.7589534 9.8506365 9.5201209 9.6671359 4.3609191 NA 7.2995213 9.2758056 6.4540311 3.5414901 10.2022245 9.9922206 7.6828507 13.5749175 10.9677592 9.8060751 8.2900820 9.6438562 9.0942765 12.0483562 8.0838984 0.4540706 NA 4.8115841 10.1289919 8.7714442 8.5807361 8.2549318 9.5494287 3.9134639 TCGA-BA-A6DA 41 0 NA 351 head and neck stage iva t4a n2c m0 female 2012 NA yes head and neck squamous cell carcinoma 25 1987 9 white not hispanic or latino 4 4 NA NA 3 3 2 3 2 2 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 4 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 4 0 0 4 6 0 0 4 4 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 4 0 0 0 0 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 1.959297e-05 6.554108e-06 8.3183991 NA 8.9484496 0.1187584 3.8191674 9.6045562 7.1521499 3.4406599 9.3737554 15.9865124 7.7982067 8.3036022 8.5658100 NA 7.7260574 10.2684740 4.7036877 1.7036766 13.1945403 7.0375898 NA NA 4.3666579 6.2272520 9.6578858 NA 10.3232981 9.7444358 9.7149167 11.1827960 NA NA 0.1187584 7.3050886 NA NA 11.5549179 2.9260753 9.8719437 9.0465050 5.4041299 5.7625827 12.6027946 0.1187584 NA 10.3427286 11.0700116 9.0845113 NA 11.8656611 8.4718739 13.2617912 6.8329723 5.4762780 1.1187584 NA NA 1.7036766 NA 16.2771589 15.6750983 12.0645365 11.8308240 NA NA 10.5099705 NA NA 7.8122139 10.6324545 NA 18.7412793 9.6656214 NA 0.1187584 NA 11.0678241 5.4406566 7.3571315 8.9911556 11.6115816 14.7258838 8.9420942 4.5110442 2.4406599 13.2617912 10.1507726 0.1187584 11.0105106 6.5616698 9.4383991 9.7751518 NA 8.5323548 9.0729234 3.5781538 NA NA 2.1187252 6.3855139 7.8052273 7.0612416 NA 1.1187584 NA 7.0375898 NA 10.8694339 NA 13.6617588 8.4059315 8.4718739 0.1187584 13.0390798 NA 5.7334357 11.9790380 6.0013699 8.2582782 9.0553649 8.6462041 7.4225080 9.2986361 NA 8.2836338 4.3666579 6.5781583 10.6733158 8.1631213 11.6030464 8.8466475 NA 11.4784765 1.1187584 0.0000000 0.0000000 0.3500600 -0.4664200 0.0123760 0.0123760 0.0118180 0.0118180 0.0501470 0.0501470 1.1331000 0.4312500 0.4312500 0.4312500 0.2519300 0.0150280 3.6569000 -0.1393600 0.0153640 -0.4710900 -0.4746000 -0.0016629 0.0000000 0.0090312 0.0090312 -0.4902600 -0.0743160 -0.0743160 0.5723700 0.0176840 0.0176840 0.0253900 0.0000000 0.0000000 0.0000000 -0.4741600 -0.4741600 -0.4741600 -0.0560380 -0.0029091 -0.0029091 -0.0029091 -0.0029091 -0.2018700 -0.2018700 -0.2083400 0.0241270 0.0118180 0.0118180 -0.0675050 0.4312500 0.4312500 -0.0417020 -0.0417020 -0.0417020 -0.4832300 -0.4730000 0.0065262 -0.4710900 -0.4710900 0.7342500 0.7440400 -0.0016629 0.4547900 -0.4901600 0.0000000 0.0685360 0.0090312 -0.4885800 -0.4768100 0.0599370 -0.2201000 -0.0488870 -0.0488870 -0.0533410 0.000 0.000 0.000 -0.473 -0.139 0.000 -0.471 0.744 0.000 0.000 0.455 0.000 0.000 0.000 0.000 -0.489 -0.489 0.000 0.000 0.000 0.000 -0.220 0.117 0.000 0.000 -0.418 0.000 0.000 0.000 -0.202 -0.202 0.000 0.000 0.000 0.000 0.000 0.152 0.431 0.431 0.000 0.000 0.000 0.000 0.000 -0.473 -0.139 0.000 -0.471 0.744 0.000 0.000 0.455 0.000 0.000 0.000 0.000 -0.489 -0.489 0.000 0.000 0.000 0.000 -0.220 0.117 0.000 0.000 -0.418 0.000 0.000 0.000 -0.202 -0.202 0.000 0.000 0.000 0.000 0.000 0.152 0.431 0.431 0.000 0.000 8.932508 NA 8.700342 4.819167 11.609578 10.033112 11.521206 11.218075 8.873615 9.953198 10.441782 9.705567 6.886911 9.737112 13.847817 9.394851 2.164883 11.010511 9.953198 9.438399 9.638363 8.298636 11.929700 13.442369 12.490231 8.157646 1.703677 2.440660 9.536579 8.654002 10.886911 11.299879 11.163804 1.703677 9.614582 10.687633 14.110241 9.982913 5.610579 8.253153 5.951618 12.748994 8.055188 8.485049 9.927691 8.893514 13.194540 9.891866 8.445156 6.610580 10.342729 NA 9.792919 12.064537 5.163120 4.703688 NA 10.599517 NA 6.528118 8.574054 9.438399 9.775152 11.210823 9.072923 9.293653 NA 3.288654 6.578158 8.200876 6.733437 2.926075 10.869434 9.677148 8.471874 13.481082 11.137623 8.794684 7.594460 9.055365 8.152150 10.536579 7.167051 4.118725 NA 6.819166 9.688564 8.822630 9.019594 6.476280 8.431610 3.926085 TCGA-BA-A6DB 24 0 NA 216 head and neck stage i t1 n0 m0 female 2012 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 1 NA NA 1 1 3 1 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.10969e-06 4.161338e-07 8.9308260 0.2062681 10.6367647 3.2063150 6.1835917 9.9511460 7.9810992 7.7837408 8.9171187 16.8506332 6.6981657 7.2831282 8.5372289 NA 9.1370495 9.0858954 5.1986277 7.9410218 8.5009331 7.9410218 0.2062681 NA 7.5191951 10.9444045 10.3381691 2.7912723 9.9119445 10.1488267 10.8347577 10.8320210 0.2062681 NA 3.2063150 8.9464978 NA NA 13.6970377 7.8501681 9.5748187 10.2643038 9.0735908 8.1546794 11.5383487 5.1605088 NA 10.4684070 11.4660555 9.0980958 0.2062681 11.6845762 10.7149488 10.9611997 6.8210226 7.3560593 1.7912723 NA 0.2062681 1.7912723 0.2062681 15.1617727 16.0924498 11.1480934 11.9695245 NA 4.3762348 10.2369793 1.2063306 2.2062994 9.2964246 11.2676834 3.5539748 18.3751018 12.2283331 NA 1.2063306 3.0136588 11.3899475 10.8071543 4.9067511 9.8221258 10.5089511 14.7839770 8.9843894 5.8210214 4.8501693 11.7723662 9.7200397 4.5282400 12.4476995 9.0360348 10.5889362 10.9545050 NA 8.5769997 9.9188391 4.8501693 NA 1.2063306 2.7912723 7.2286802 8.5191951 10.3265500 1.7912723 4.1132004 NA 6.4157654 1.2063306 11.1221915 2.2062994 12.8692030 9.4743862 10.0486625 5.7298736 13.4033752 4.0136677 6.9205577 11.3023684 9.1949969 8.8928127 10.0360348 9.8698703 10.2977475 11.2445453 1.2063306 10.4169835 6.8928124 8.3862212 11.2466019 8.4206315 12.8356688 7.6157032 1.7912723 11.6231097 1.2063306 -0.0019416 -0.0019416 0.0130370 0.3693600 0.0458480 0.0458480 0.0780510 0.0780510 -0.0321550 -0.0321550 0.1316900 -0.0349720 -0.0349720 -0.0349720 0.0113980 0.0304490 0.0731970 0.0399000 0.0399000 -0.1219400 -0.1383600 0.0276940 -0.0896660 -0.1097200 -0.1097200 -0.0900980 0.9200600 0.1086200 -0.1330400 0.0195010 -0.0725030 0.0691640 -0.0019416 -0.0019416 -0.0019416 -0.1833300 -0.1833300 -0.1833300 0.0130370 -0.1027600 -0.1027600 -0.1027600 -0.1027600 -0.1813100 -0.1813100 -0.1813100 0.0458480 0.0997230 0.0997230 -0.2130000 -0.0349720 -0.0349720 -0.0175300 -0.0175300 -0.0175300 0.0304490 0.0731970 -0.0036028 -0.0915530 -0.1219400 0.0522390 0.1143300 0.0315140 0.0153060 0.0153060 -0.0896660 0.0161440 -0.1097200 -0.1097200 -0.0900980 -0.1959600 -0.0971010 0.0652250 0.0652250 0.0000000 0.000 0.000 0.000 0.000 0.000 0.000 -0.122 0.000 0.000 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.000 0.000 0.109 0.109 0.000 0.000 0.000 0.000 -0.183 -0.183 -0.103 -0.103 0.369 -0.181 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.122 0.000 0.000 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.000 0.000 0.109 0.109 0.000 0.000 0.000 0.000 -0.183 -0.183 -0.103 -0.103 0.369 -0.181 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.371219 NA 9.288940 5.376238 10.082829 9.368678 10.276433 11.806690 9.694152 10.348419 10.718065 10.498634 8.594329 10.045516 12.037223 10.285797 5.197268 12.447700 8.853771 10.588936 9.964535 9.942714 11.008021 13.486032 12.531618 8.714107 1.206331 4.113200 9.073591 9.007212 11.019292 11.598093 12.240079 2.791272 10.638854 10.653395 13.704410 10.061181 8.228680 8.813642 8.261595 12.327846 7.774952 8.657523 10.217539 9.157597 8.500933 10.105669 8.682045 8.477775 10.468407 4.729874 10.325253 11.148093 6.314836 7.325253 3.206315 9.898056 3.013659 9.095055 9.242486 10.588936 10.954505 10.423058 9.918839 10.722997 2.528246 3.906756 7.776168 12.048270 7.714107 4.454242 11.122192 10.806225 10.048662 13.022896 10.718065 10.842937 8.981099 10.036035 7.555040 10.242486 9.704164 7.088956 NA 7.482437 10.071396 9.322656 9.561663 7.356059 10.135571 5.760902 TCGA-BA-A6DD 44 1 173 NA head and neck stage iva t4a n2c m0 male 2013 NA yes head and neck squamous cell carcinoma 30 NA 5 black or african american not hispanic or latino 3 1 NA NA 3 3 1 3 5 3 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.976636e-06 5.895229e-07 8.89216422 NA 10.39411355 3.12788086 4.16970056 9.88590529 7.82505036 6.71284061 8.37357079 16.67620425 6.76151400 8.39356207 8.04323020 -0.95959848 8.88903815 9.37692175 4.94730614 4.79530460 5.66977231 7.92611153 0.04040152 NA 9.62161583 8.73564368 10.02483368 -0.95959848 9.73128627 9.89294483 10.52775291 10.13647147 -0.95959848 NA 3.74085202 8.62244430 NA NA 12.83188345 4.62537571 10.04041535 9.88433631 8.95180720 5.92305883 12.21596483 2.49985864 0.04040152 12.64114128 12.44009377 8.76322266 1.36232961 12.74475125 5.00666157 11.00475614 6.37133233 6.20028659 NA 0.04040152 -0.95959848 2.49985864 7.70575125 16.09319453 16.88567219 11.02554566 11.79509404 NA 4.32581812 10.56495704 0.62536402 2.04040152 8.72691566 11.37077202 2.04040152 18.77736548 11.01231802 NA 1.84775644 0.62536402 11.17387866 6.95330482 4.28834380 9.54238188 11.13416298 14.98022404 9.18124495 3.04041905 4.08481264 11.50929383 10.03688874 3.36234364 12.00835480 8.72340975 10.26742952 10.91000915 NA 8.38692904 10.35102810 4.65512281 0.04040152 -0.95959848 1.62536402 6.95330482 8.74085506 9.00186500 3.04041905 3.49984589 NA 7.48749841 NA 10.76151450 1.04040152 12.96244213 9.52946042 10.03051927 2.84777648 13.28849111 5.97115265 7.90460151 11.55537584 6.91693279 8.61216780 8.78709743 8.56789221 10.86974165 10.24803975 2.04040152 10.66566750 6.38026537 8.64774550 11.00367264 8.40016474 11.84494968 7.99751711 NA 11.45536473 0.62536402 0.00041593 0.00152550 0.37112000 0.00180300 0.00000000 0.00000000 -0.00249380 -0.00249380 -0.07267500 -0.07267500 0.37775000 -0.17082000 -0.19007000 -0.19007000 0.37561000 0.66290000 2.01720000 0.00097064 0.00097064 -0.16497000 -0.18470000 0.00652620 0.00917050 -0.02890100 -0.02890100 -0.02311300 -0.08452800 -0.08452800 0.02085700 -0.00138580 -0.00138580 -0.00138580 0.00041593 0.00041593 0.00152550 0.42620000 -0.20585000 -0.20585000 -0.20585000 0.00097064 0.00097064 0.00097064 0.00097064 0.00180300 0.00180300 0.00180300 0.00000000 -0.00249380 -0.00249380 -0.19581000 -0.19007000 0.37561000 -0.00027724 -0.00027724 -0.00027724 -0.15285000 -0.18961000 0.00097064 -0.16497000 -0.16497000 0.00097064 0.00097064 0.00652620 0.00138680 0.00138680 0.00917050 0.00097064 -0.21007000 -0.16967000 -0.02311300 -0.02233200 0.01433000 0.03199900 0.02085700 0.02085700 0.000 0.000 -0.190 -0.190 0.000 0.000 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 -0.166 -0.166 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.200 0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.378 -0.190 0.186 0.000 0.000 0.000 0.000 -0.190 -0.190 0.000 0.000 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 -0.166 -0.166 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.200 0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.378 -0.190 0.186 0.000 0.000 11.09162421 NA 9.61210162 5.36234364 10.21658849 9.15024588 11.24284523 11.76215536 9.16711979 9.84131525 11.04147155 10.49676971 7.97705320 9.74172180 11.64589481 10.00764151 4.02637515 12.00835480 8.63660505 10.26742952 10.64079280 9.29071375 11.56394293 13.34060625 13.09933716 8.74604768 0.04040152 2.04040152 9.49779616 9.57860422 11.15318054 11.79697162 10.99533859 0.04040152 10.41654073 10.85619883 14.02860557 9.35782798 6.83483128 8.37803729 7.61027115 11.83239210 9.30406013 8.60265767 10.43594940 9.13052783 5.66977231 9.98292985 9.06832122 9.45510052 12.64114128 3.36234364 10.25837299 11.02554566 5.74085472 7.05164291 0.62536402 9.57277127 NA 8.33043426 9.11723088 10.26742952 10.91000915 10.59260401 10.35102810 10.49574252 3.74085202 NA 7.28834287 10.76023193 9.17355747 5.46667932 10.76151450 10.56544667 10.03051927 12.58308446 11.12422699 10.17034222 8.82831772 8.78709743 7.27882019 10.53976291 9.41762576 2.94731082 0.04040152 8.25716105 10.04068302 9.08480945 9.15285471 7.30251007 9.85098690 5.16969656 TCGA-BA-A6DE 70 0 NA 440 head and neck stage ii t2 n0 m0 female 2013 NA no head and neck squamous cell carcinoma 60 NA 0 white not hispanic or latino 1 2 NA NA 3 2 2 2 2 2 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 6 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.398426e-06 1.317757e-06 7.26573036 NA 11.13677956 -1.48924058 3.21127703 10.58364497 7.55796602 4.95378671 8.92235337 15.31159071 6.53320979 5.62978208 8.35004633 NA 9.73363736 9.02061748 5.01863862 2.41773102 -0.48924058 8.41321749 NA -0.48924058 3.97027388 2.68077443 10.63528688 NA 9.92341232 10.42634842 10.38043628 9.78696679 -0.48924058 1.68077443 0.09585692 9.19886539 NA NA 13.96562368 7.93080238 9.18591733 10.73001093 7.44157975 5.18326815 12.96944131 0.83276852 -0.48924058 13.89795104 11.86660647 8.88479509 0.51086067 12.76749344 9.34276717 11.70020374 8.26906588 7.37192907 1.51086067 -0.48924058 -1.48924058 2.41773102 1.31817220 16.08443032 16.47683845 10.78696687 12.82280359 0.51086067 3.15469661 12.11203290 NA 1.68077443 8.17795416 11.11446880 -0.71524899 17.49830911 9.17262052 1.09578942 0.09585692 -0.48924058 12.40015628 7.14019889 4.72029488 10.95279067 10.90958614 14.35201364 9.94286224 6.52206988 5.08069603 11.30057987 9.05677209 3.83276852 12.03162195 6.01863640 9.86398923 8.68826185 NA 8.57018701 9.32862557 8.39958555 1.68077443 NA 1.31817220 7.64526862 9.16994629 8.39042565 0.83276852 1.68077443 1.68077443 5.41773439 -0.48924058 10.21214895 7.79161354 13.38120717 9.15474369 11.67794695 4.12555192 13.20269500 6.88153003 8.35162038 10.64398467 5.29220382 9.22250947 9.76777644 11.62604870 9.50448851 10.83023234 2.59829374 10.17262052 4.06543445 8.26572989 11.79566655 7.54976157 12.29425001 9.22937522 1.51086067 10.52973809 -0.48924058 0.0174040 0.0237060 0.0593300 0.1328800 0.0015765 0.0015765 0.6937200 1.2152000 0.0132130 0.0132130 0.6564500 -0.6578000 -0.6578000 -0.6606800 0.0298880 -0.1234900 -0.0274870 -0.6087300 -0.2160200 -0.0822690 -0.1063800 -0.6204500 0.0176840 0.0683780 0.0683780 1.7696000 -0.6171900 0.0416000 -0.1930000 0.6362700 -0.6634600 0.0359470 0.0174040 0.0174040 -0.6740700 -0.6609600 -0.6609600 -0.6609600 -0.6609600 0.0284810 0.0284810 0.0094491 0.0094491 -0.6599900 -0.6599900 -0.6735200 0.0175440 -0.6684600 -0.6684600 -0.6666100 -1.2821000 0.0396190 0.0400440 0.0191380 -0.0282180 -0.1107700 0.0176410 -0.2160200 -0.6419800 -0.0464480 0.0000000 0.0075000 -0.6204500 -0.0210980 -0.0210980 -0.6703900 0.0126380 -0.6505200 -0.6505200 -0.0878440 -0.0579240 0.0312950 -0.1930000 -0.1930000 -0.1930000 0.000 0.000 -0.111 0.000 -0.609 -0.216 0.000 0.000 -0.620 -0.597 0.000 -0.670 0.000 0.000 -0.651 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.662 0.000 0.000 -0.650 0.000 0.000 0.000 0.133 -0.527 0.000 0.000 -0.668 -0.668 -0.667 0.000 -0.658 0.000 -0.193 -0.193 0.000 0.000 -0.111 0.000 -0.609 -0.216 0.000 0.000 -0.620 -0.597 0.000 -0.670 0.000 0.000 -0.651 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.662 0.000 0.000 -0.650 0.000 0.000 0.000 0.133 -0.527 0.000 0.000 -0.668 -0.668 -0.667 0.000 -0.658 0.000 -0.193 -0.193 10.7860940 0.8327685 10.6643533 5.8771651 12.8427391 11.8971065 10.9743668 12.0211121 8.0363632 8.3358012 11.2036758 10.8631618 8.1032993 9.9916327 13.1510874 10.3992052 5.7837997 12.0316220 8.1014295 9.8639892 10.6170782 10.3831326 11.6027736 12.0314341 13.1395728 10.5290426 1.3181722 4.0026935 9.5538698 10.3198067 9.92341232 12.65884230 11.92882679 0.09585692 12.30627338 10.32422286 13.75776672 9.95533969 5.30525921 9.46139841 9.18061335 10.48812242 8.85046972 9.75401645 10.77587139 9.53598197 -0.48924058 11.50890393 8.84063884 6.70066720 13.89795104 3.26573693 10.65486333 10.78696687 5.75876954 7.79855475 2.90315399 9.20607077 -1.48924058 9.00969176 8.84623285 9.86398923 8.68826185 10.45372344 9.32862557 11.83206592 -0.48924058 -0.48924058 8.15720291 9.13928811 6.42373110 4.53320824 10.21214895 11.66566058 11.67794695 12.74183857 11.16144546 10.57524841 8.92869483 9.76777644 8.94024928 10.79653368 9.47662673 0.83276852 0.51086067 2.97028309 9.44455526 9.25567634 10.09298449 7.92658421 10.92737613 4.73965911 TCGA-BA-A6DF 80 1 238 NA head and neck stage iva t4a n0 m0 female 2012 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 6 NA NA NA NA 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 7 0 0 4 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5.305706e-06 1.491146e-06 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.00207840 0.00471900 0.00180300 -0.00526100 0.00055459 0.00055459 -0.00747200 -0.00747200 -0.00664320 -0.00664320 0.46810000 -0.00138580 -0.00138580 -0.00138580 -0.00138580 0.00075311 -0.00207840 0.00375210 0.00000000 -0.01032600 -0.00360110 0.00388540 0.00000000 0.00861350 0.00861350 -0.01285100 0.00555290 0.00396200 0.00958830 0.00124810 0.00124810 0.00124810 -0.20174000 -0.78858000 0.01214100 -0.00346270 0.00763920 -0.01326400 -0.00581400 -0.00415460 -0.00415460 -0.00193990 -0.00207840 -0.00526100 -0.50308000 -0.00207840 0.01251600 -0.00747200 -0.00747200 -0.50629000 -0.00138580 -0.00138580 0.04188300 0.04188300 0.04188300 0.00075311 -0.00207840 -0.00609040 -0.01032600 -0.01032600 0.00041821 0.00152550 -0.00500810 -0.00705760 -0.46643000 0.00000000 0.00000000 0.00367480 0.00367480 -0.01285100 -0.01285100 0.00696910 0.02440800 0.02440800 0.00958830 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-BA-A6DG 49 1 69 NA head and neck NA tx nx mx male 2012 NA yes head and neck squamous cell carcinoma 20 1976 NA white not hispanic or latino 3 1 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 7.975899e-07 6.242008e-07 11.42909023 NA 9.92752376 6.14164941 7.10129079 10.17484369 0.54665991 7.14164839 9.07808328 15.71509983 6.74309887 8.07548182 7.67598525 NA 8.44957953 8.75615531 5.15156255 3.91593195 7.60198467 7.61279111 0.96177148 NA 11.67211538 11.21470045 10.09808974 NA 10.47299792 9.72412141 10.43645941 10.23553501 1.76909466 -1.03830259 5.54670312 8.87684198 NA NA 13.35157239 6.55419589 9.26780122 10.42883541 9.42526375 8.33894982 11.63504849 3.96174370 NA 12.74770267 12.36860874 8.64473416 -1.03830259 11.00031556 7.38922003 11.57391682 6.43747245 6.69644876 4.76909466 3.21194668 1.54670929 0.96177148 0.96177148 14.64708968 14.91086851 10.37006912 12.32518980 0.54665991 4.17119081 10.51488869 NA 4.38800350 8.66044415 10.03788693 1.28368476 17.83679717 11.36953830 NA 3.48529801 0.96177148 11.38354128 10.27178410 7.45759429 10.31980814 10.25865565 15.49069710 9.21322187 4.45359001 6.00613417 12.07515604 9.58104237 5.17119081 11.46950929 9.31267856 10.83556798 11.95326127 NA 8.44353869 10.24076951 6.44555457 NA -1.03830259 -0.03830259 7.16631073 8.95326116 10.51392820 NA 4.04920382 7.20491344 0.96177148 -1.03830259 11.25031713 0.54665991 12.77241147 8.86635908 10.15711169 3.04919511 13.74984597 5.91593673 7.66217915 11.63128889 9.71662692 9.26780122 10.17275164 8.51248607 13.33881436 11.39714927 1.76909466 9.62707529 8.42117111 8.73981672 11.80644518 8.00065864 12.69856412 8.66564290 1.96173444 9.61727019 2.86862751 -3.8861e-02 -3.8861e-02 2.0542e-01 2.4537e-02 5.7927e-02 5.7927e-02 7.4516e-01 6.7928e-03 1.6729e-01 1.6729e-01 1.6729e-01 8.2320e-02 8.2320e-02 8.2320e-02 8.2320e-02 -3.7773e-02 6.7584e-01 3.1706e-02 3.1706e-02 -8.5335e-02 -8.5335e-02 -3.9541e-02 4.8250e-02 -9.6583e-02 -9.6583e-02 -8.1740e-03 1.0846e-01 1.0846e-01 1.2225e-02 5.1091e-02 0.0000e+00 0.0000e+00 -3.8861e-02 -3.8861e-02 -3.8861e-02 -7.7089e-02 -7.7089e-02 -7.7089e-02 -7.7089e-02 -3.1780e-02 -3.1780e-02 -3.1780e-02 -3.1780e-02 2.4537e-02 -6.7845e-02 -6.7845e-02 5.7927e-02 6.7928e-03 6.7928e-03 1.6729e-01 8.2320e-02 8.2320e-02 -4.9030e-02 -4.9030e-02 -4.9030e-02 -3.7773e-02 -1.3743e-01 3.1706e-02 -8.5335e-02 -8.5335e-02 1.9191e-01 1.9191e-01 -3.9541e-02 -1.8776e-02 -1.8776e-02 4.8250e-02 4.8250e-02 -9.6583e-02 -9.6583e-02 -8.1740e-03 -8.1740e-03 -1.2725e-02 -6.4423e-06 1.2225e-02 1.2225e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.192 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.108 0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.192 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.108 0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 11.177272 -1.038303 9.564763 7.655227 10.760211 11.234932 10.506221 11.181210 10.784310 10.114024 10.302146 11.703838 8.497015 10.533966 10.222659 10.382226 4.827905 11.469509 8.219127 10.835568 9.824377 10.521594 10.858450 13.167668 12.532307 5.006132 NA -1.038303 9.670823 9.208480 11.2343692 12.0696103 10.8697567 0.9617715 10.8359523 10.1947598 14.5497776 9.1341670 7.7132834 8.8072293 8.7993674 12.1151331 7.4212528 8.7099323 10.5263653 9.5163282 7.6019847 10.5960967 7.6656429 7.0385547 12.7477027 3.4211694 10.4575945 10.3700691 6.2926566 5.3540572 1.2836848 9.8731314 2.1316553 9.1428918 9.8142689 10.8355680 11.9532613 11.0571365 10.2407695 10.7795226 2.6621827 3.7690947 8.5485792 11.4776856 5.2836662 5.7431002 11.2503171 11.3294272 10.1571117 12.5809277 10.5755288 9.8197204 10.0643713 10.1727516 8.4415196 10.1247600 10.5042877 NA NA 2.2836551 9.5392437 9.5681446 9.6682354 6.9159355 9.9260802 5.5315936 TCGA-BA-A6DI 62 1 336 NA head and neck NA tx nx m0 male 2012 NA yes head and neck squamous cell carcinoma 40 NA NA black or african american not hispanic or latino 4 1 NA NA 2 3 1 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 3.225037e-06 9.016233e-07 8.1697537 NA 10.8220073 0.2232990 1.4457267 10.1535790 8.7663662 6.2082285 9.0709139 15.7921813 6.9467110 7.5867392 8.3915886 2.2233299 9.0123245 10.1216840 5.4712623 2.9603078 9.9306936 8.7586100 1.4457267 NA 3.2822322 4.8863014 10.9110017 4.0646328 10.4811151 10.3840464 10.8070441 10.4152162 NA -0.3616017 1.2233608 9.5258669 5.0646372 NA 14.3116258 4.0978046 10.1246741 11.3855160 7.2082275 4.3662942 13.1085224 6.7258352 3.3388095 12.8338980 12.5408413 8.7804791 -1.3617871 13.2473775 8.0298090 11.7076539 7.5271149 5.1619320 -1.3617871 -1.3617871 0.2232990 0.2232990 NA 15.7050780 15.5284320 10.5830841 12.6591783 0.2232990 3.5925647 11.5753779 0.9602893 1.6383519 9.4807224 10.9083752 1.2233608 18.7616447 9.2252118 0.2232990 0.6383983 3.4457267 11.7881191 6.5572355 3.4963473 10.7729170 10.4858209 15.4051125 9.4465317 6.9421532 3.9959277 11.5450747 9.5475150 4.1619360 13.2014896 8.8851125 11.2259151 11.2631674 2.0978130 8.3865648 10.5764813 6.6270567 NA NA 3.2822322 7.7855767 9.2139113 10.2101246 3.4963473 6.8232475 1.9602893 7.5512614 -1.0397849 10.0906132 1.6383519 12.9053049 9.9915685 10.4376536 5.2677268 13.1290975 8.0709141 8.3318588 10.8508684 9.5002344 9.3266223 10.0017019 11.9328491 10.0900983 10.1963143 2.6383751 9.9698488 7.8743863 8.7098344 11.5777676 8.1322272 12.5184338 8.6813994 2.3388237 11.1304755 -0.3616017 -0.0465830 -0.0387980 0.4570000 0.4868200 0.1103800 0.1103800 0.1314000 0.1314000 -0.2455700 0.4945900 0.4945900 0.1285900 0.1285900 0.0906310 0.0906310 0.6597700 0.0963800 0.1505400 -0.0615550 -0.2342600 -0.2342600 -0.2483700 0.1035100 -0.2398500 -0.2398500 -0.0924780 0.1155000 0.1155000 0.0015255 0.1004500 -0.2415600 0.1136000 -0.0387980 -0.0387980 -0.0465830 -0.2247800 -0.2247800 -0.2286000 -0.2286000 0.1250500 -0.2274800 -0.2274800 -0.2331200 -0.2298200 -0.2298200 -0.2421600 0.1103800 0.1314000 -0.2561200 -0.2455700 0.1285900 0.0906310 -0.2431400 -0.2431400 -0.2431400 0.0104240 0.0963800 -0.0615550 -0.2416400 -0.2342600 0.1283000 0.4835700 -0.2836700 0.1059900 0.1059900 0.1035100 0.1035100 -0.2398500 -0.2572100 -0.0924780 -0.0924780 0.1084800 0.0000000 0.0000000 -0.0232650 -0.243 -0.243 0.000 0.000 0.151 0.000 -0.234 0.484 -0.248 0.106 0.106 0.104 0.104 -0.240 -0.240 0.000 0.000 0.100 0.100 0.116 0.116 0.113 0.103 0.000 0.000 -0.229 0.228 0.125 -0.102 0.487 0.257 0.110 0.000 0.131 0.131 -0.246 0.495 0.000 0.000 0.000 0.000 -0.243 -0.243 0.000 0.000 0.151 0.000 -0.234 0.484 -0.248 0.106 0.106 0.104 0.104 -0.240 -0.240 0.000 0.000 0.100 0.100 0.116 0.116 0.113 0.103 0.000 0.000 -0.229 0.228 0.125 -0.102 0.487 0.257 0.110 0.000 0.131 0.131 -0.246 0.495 0.000 0.000 0.000 0.000 10.6142200 -1.3617871 9.4100512 6.9191422 12.4132620 12.1309500 12.5861915 12.0545098 7.6495989 9.7792018 10.7795212 10.9857165 8.2308289 10.6081182 13.6065438 10.5029450 5.2071627 13.2014896 9.2903205 11.2259151 10.3650159 10.4477382 11.5268318 12.7078906 12.7297247 10.6404837 -0.3616017 2.3388237 9.5452626 9.7211864 11.2254462 12.0011377 11.1324776 0.6383983 11.4523535 10.4497467 14.8309518 9.3491784 6.6827657 8.8107994 9.0371156 12.1017686 8.5871482 8.5347044 10.0875207 8.8945807 9.9306936 11.3579747 8.5148888 8.8514761 12.8338980 4.4197344 11.0583322 10.5830841 5.9692887 6.6551801 3.5452641 9.6530899 -1.3617871 9.0551696 9.8939907 11.2259151 11.2631674 10.2604239 10.5764813 11.0993397 NA -0.3616017 8.4608314 9.9597364 7.2158009 3.7258393 10.0906132 11.2661338 10.4376536 12.4682929 10.4736329 10.6106338 8.3645899 10.0017019 7.3283698 9.9704085 9.7231804 0.6383983 -0.3616017 9.9787785 9.7479219 9.7396912 10.4396762 7.7284845 10.3266223 5.6383722 TCGA-BA-A6DJ 62 1 407 314 head and neck stage iva t4a n2c m0 male 2012 NA yes head and neck squamous cell carcinoma 40 NA 8 asian not hispanic or latino 3 6 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 6 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 8.11461e-06 3.537138e-06 9.8856808 NA 10.5184814 -1.2078943 3.1845818 10.1569451 4.7695443 4.9007895 8.5184816 16.9233666 6.8201687 8.0613901 7.8823759 NA 8.6885958 9.6164264 5.2516964 1.9621788 3.3772209 8.8810515 NA NA 7.5471506 8.0707129 10.4857502 1.5996034 10.2475905 10.0799756 9.6787220 10.6916202 NA -1.2078943 1.5996034 8.9865276 NA NA 13.7882954 7.5030696 9.6338277 10.6404950 6.8690793 5.7111259 13.3278424 -1.2078943 NA 11.9953053 11.9789966 8.7303727 -1.2078943 11.8246535 3.6502476 11.6802454 6.5801666 5.8034905 NA NA NA 1.9621788 2.5996272 14.8175962 16.7817042 11.2370194 12.0484720 NA 2.2516888 11.1028761 NA NA 8.5235823 10.8187867 1.9621788 18.5104600 11.3008009 NA -1.2078943 NA 11.1918083 5.7347774 6.4575992 10.4678763 10.5976041 15.2552128 9.5252786 0.3771793 3.3772209 11.8571744 9.2279336 4.5996153 12.0109673 9.3865879 9.6832875 10.7181886 NA 8.4540414 10.4042102 6.1231799 NA 0.3771793 3.1845818 7.2760788 8.3410851 9.2588496 NA 0.3771793 -0.2077277 3.2516888 -1.2078943 10.5150708 NA 12.8501704 9.9323708 10.5947796 3.3158270 13.7551141 4.6749069 7.6502440 11.5112242 7.1365595 8.7709737 9.8800708 5.0776660 9.6267343 10.9793060 0.7922723 10.2871189 4.7922619 9.1164438 11.0132462 8.5030696 12.9301350 8.2496440 NA 11.1223399 -0.2077277 0.01098200 0.01977000 0.00249690 0.00305220 0.00374650 0.00374650 -0.00346270 -0.00346270 0.00055459 0.00055459 0.52853000 0.43311000 0.43311000 0.44071000 0.50116000 -0.00055444 -0.00055444 0.00319100 -0.00052794 -0.00332430 -0.00332430 -0.00622860 -0.00041585 0.00000000 0.00000000 -0.01409000 -0.00097017 -0.00097017 0.01964300 -0.00429290 -0.00429290 0.00291330 -0.03122300 0.05908000 -0.52563000 0.00249690 0.00249690 0.00249690 0.00249690 0.00000000 0.00527490 0.00527490 0.00527490 0.00305220 0.00374650 0.00374650 0.00374650 -0.00346270 -0.00899060 -0.56634000 0.44071000 0.44071000 -0.00470790 -0.00470790 -0.00470790 -0.00055444 -0.00055444 -0.00052794 -0.00332430 -0.00332430 0.03922100 0.07297100 -0.00622860 -0.01491600 -0.00926660 -0.00041585 -0.00083663 0.00000000 0.00000000 -0.01409000 -0.01409000 -0.00401620 0.01964300 0.01964300 0.01964300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.441 0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.441 0.441 0.000 0.000 11.162133 -1.207894 9.371938 8.843472 10.558378 10.302009 11.009009 11.323401 8.816018 10.041377 10.973726 10.956542 8.785202 10.259359 12.455710 10.731108 4.348077 12.010967 9.202715 9.683287 10.279098 10.144859 12.290988 13.147321 13.325776 8.419797 NA 4.149812 9.654901 9.526126 10.0543581 11.8160176 11.3506840 -0.2077277 10.4704233 9.8048878 14.5223340 9.0461107 6.1321141 8.9596815 8.2310551 12.1096759 8.5783697 8.0960441 10.8827033 9.4787638 3.3772209 9.7580476 9.1553030 7.6377537 11.9953053 1.5996034 10.3251062 11.2370194 6.8201687 6.6060439 NA 10.6215896 -1.2078943 9.1952752 11.0297721 9.6832875 10.7181886 10.7537130 10.4042102 10.9454986 2.8797254 NA 8.0543579 9.1432026 5.0017167 6.3468523 10.5150708 11.0923298 10.5947796 12.4685510 10.7453684 10.3949622 9.6100465 9.8800708 7.8229302 10.5052201 9.3611694 -1.2078943 -1.2078943 0.3771793 9.5948038 9.6306794 9.2980749 7.2268919 10.1448586 4.1141921 TCGA-BA-A6DL 59 0 NA 623 head and neck NA t0 n0 m0 male 2012 NA no head and neck squamous cell carcinoma 45 NA NA white not hispanic or latino 2 2 NA NA 2 2 1 2 2 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.155682e-06 9.016233e-07 6.4209304 NA 10.5921002 1.9984122 2.6358240 9.8959073 10.8435394 5.1322519 9.5640288 15.7531104 7.6645234 8.4227977 8.1526535 NA 9.9851880 8.4650974 5.3830614 3.3520381 3.2879007 8.4376518 -1.1713684 NA 2.4134316 3.6864557 10.8504939 NA 10.3233285 10.5039890 11.1835487 9.6212632 NA -1.1713684 1.1504297 8.6116184 7.9317605 -0.1715309 12.1427729 4.2207865 10.2515257 11.1118507 10.5733067 5.3830614 12.0932087 0.8284691 NA 12.2477748 12.9214777 9.2940392 0.4134858 11.6800268 8.4695852 11.4884688 6.5766657 6.5563926 2.5289213 4.4161371 NA 2.9983941 1.4134316 14.3188525 14.9667787 10.5323765 11.1060509 NA 1.1504297 11.5686753 NA 0.8284691 8.2250777 10.7424842 NA 18.1663191 8.8783213 NA 0.8284691 NA 12.2411751 5.9265047 6.3441734 10.2601533 10.3945269 14.9434962 9.7187372 6.8783219 2.2879155 12.3315532 10.1605094 2.8284691 13.1551832 8.8242399 9.7518004 11.5362634 NA 8.5444348 9.7709874 7.1138755 NA NA 1.1504297 6.7049895 8.9092904 8.1727690 0.8284691 3.9577568 0.4134858 6.2293514 NA 10.8046789 6.5427177 13.2665500 9.1258593 10.3238283 1.6358472 13.1048881 4.2547376 9.4302437 11.7385534 5.5833596 9.7398648 9.4414889 7.2879044 7.2293524 9.8000164 1.1504297 10.5039890 3.3520381 7.2336139 10.6534316 7.9731314 10.0905678 8.2314847 -0.1715309 11.6402490 0.4134858 0.205640 0.205640 0.885060 0.204930 -0.079742 0.872880 0.534070 -0.045093 0.258240 0.258240 0.264670 -0.375040 -0.375040 1.973700 0.000000 0.953650 0.169260 0.234110 0.234110 -0.365560 0.241560 -0.097583 0.094927 0.235970 0.235970 -0.136930 -0.059538 -0.059538 1.444300 -0.134640 -0.066118 -0.072007 0.205640 0.205640 0.205640 -0.373580 -0.373580 -0.379320 -0.364080 -0.276870 -0.276870 -0.276870 -0.061689 -0.362950 -0.090758 -0.090758 -0.079742 -0.045093 -0.045093 0.258240 -0.949120 -0.416190 0.224530 0.224530 0.207330 -0.076209 -0.389290 0.234110 -0.365560 -0.365560 0.798200 0.729240 -0.078943 0.187530 0.187530 0.094927 0.094927 -0.366120 -0.377220 -0.136930 0.494240 0.113400 -0.102240 -0.102240 -0.102240 0.225 0.225 0.000 0.169 0.234 0.234 -0.366 0.798 0.000 0.188 0.188 0.000 0.000 0.236 -0.111 0.000 0.137 0.000 0.000 0.000 0.000 0.191 0.419 0.206 0.206 -0.364 -0.120 -0.215 0.000 0.240 0.240 0.000 0.000 0.534 0.000 0.258 0.258 -0.375 0.000 -0.102 -0.102 0.225 0.225 0.000 0.169 0.234 0.234 -0.366 0.798 0.000 0.188 0.188 0.000 0.000 0.236 -0.111 0.000 0.137 0.000 0.000 0.000 0.000 0.191 0.419 0.206 0.206 -0.364 -0.120 -0.215 0.000 0.240 0.240 0.000 0.000 0.534 0.000 0.258 0.258 -0.375 0.000 -0.102 -0.102 9.549572 1.828469 9.107271 4.872868 10.850147 10.947083 12.445022 12.153216 7.402120 9.302179 11.958078 10.830233 7.150401 10.875256 12.488915 11.448693 5.647245 13.155183 5.271418 9.751800 10.153778 11.157989 11.041273 13.794153 13.143552 11.352770 NA 2.287915 9.389761 9.805753 10.7194971 12.1759559 9.9026143 -0.1715309 10.9356899 11.0376216 14.2017445 9.1838239 5.0379269 8.9079578 7.8701323 11.1467332 9.0431684 8.2121773 10.1749866 9.9737682 3.2879007 11.4192938 9.2557858 7.9448169 12.2477748 -0.1715309 10.9946360 10.5323765 5.5289119 7.4938090 -0.1715309 8.8185767 -0.1715309 8.7709872 7.1683231 9.7518004 11.5362634 11.2349437 9.7709874 11.1840993 5.0952578 NA 5.1683211 8.3382479 8.2293524 0.8284691 10.8046789 11.3897608 10.3238283 12.2031049 11.0201491 10.4632839 8.0668776 9.4414889 8.2378639 9.5202164 9.6676766 3.2879007 NA 10.2542134 9.2358893 9.7709874 10.5614882 6.8284729 10.3062311 4.7592091 TCGA-BA-A8YP 50 0 NA 499 head and neck stage ivb t4a n3 m0 male 2013 NA yes head and neck squamous cell carcinoma 14 1999 2 black or african american not hispanic or latino 2 4 NA NA 1 1 1 1 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6419466 1.0250288 11.3737584 2.8730257 6.2880650 11.2283782 5.7583858 5.5104556 7.8904540 14.5024597 7.9462759 8.0584534 8.2029481 NA 8.7892382 9.1167302 6.0159859 1.0250288 3.8730257 9.6353169 0.2880632 2.0250288 12.4707694 5.1625323 12.2141135 -0.2968993 10.5316354 10.8455283 10.2004551 9.6249431 0.7031007 2.2880632 3.6099913 8.8629482 NA -0.2968993 13.6048647 5.9977237 10.1711508 11.2266641 7.5887986 7.2918172 10.2653445 3.3469569 NA 11.5847897 10.6771581 8.2344836 NA 11.3581856 3.6854132 11.5462381 4.9885029 4.2266627 0.7031007 NA -1.2968993 4.2880632 3.2266627 14.0194137 13.9045767 9.8031074 12.5929863 NA 3.8323837 10.2422609 1.7031007 2.5104556 8.3559470 11.4197073 NA 17.7363799 10.1833875 -0.2968993 2.7905635 2.0250288 11.8850308 8.4242011 3.4579882 11.2451062 10.3917895 15.2222930 9.3141269 7.4139088 4.5857437 10.9522156 10.1298910 3.2266627 13.8354757 9.7372134 11.5603056 13.1210865 -0.2968993 8.7002816 10.8106462 5.6219639 NA NA NA 7.6946239 10.1450088 9.6609297 1.7031007 1.0250288 NA 6.0429529 NA 10.3164312 7.9367216 11.9010867 9.3389200 10.4692169 4.7691899 13.0298827 NA 9.0562489 10.6814551 8.0068831 9.4754167 11.1371439 5.4579882 12.9658577 10.0188177 2.0250288 8.3843404 6.2188025 7.5296507 10.8576039 7.6485460 11.5977305 9.5192858 0.2880632 -0.2968993 1.0250288 0.81747000 1.20340000 1.31890000 1.24110000 -0.00193990 1.44070000 -0.46195000 0.91946000 -0.46626000 0.38171000 1.27450000 -0.45833000 -0.45833000 -0.45522000 0.03495900 0.41405000 0.46417000 1.58650000 0.00069327 -0.07614500 -0.00498440 0.12402000 -0.01271300 0.04201100 1.67440000 -0.02603000 -0.44275000 0.01042400 0.31594000 0.04911400 -0.01488300 0.44698000 -0.46993000 0.80072000 -0.46696000 -0.46067000 -0.45977000 -0.44253000 -0.50162000 -0.46445000 -0.45907000 -0.45907000 -0.45886000 -0.46738000 -0.46738000 -0.45961000 0.50880000 0.83332000 -0.45404000 -0.47084000 -1.29290000 -0.93755000 0.57309000 -1.29290000 -0.41652000 -0.97345000 0.47632000 -0.44825000 -0.04373700 -0.03040400 0.40061000 -0.44016000 -0.43691000 0.04485700 0.06136500 -0.90669000 -1.29290000 0.45088000 -0.53956000 -0.02603000 0.25183000 0.03453600 -0.60796000 -0.60796000 0.28248000 -0.448 -0.448 0.414 0.414 0.616 0.000 0.000 -0.443 -0.437 0.000 0.000 -0.409 0.000 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.394 0.394 -0.443 0.411 -0.464 -0.464 -0.460 -0.460 0.000 0.000 0.000 0.000 0.731 1.167 -0.458 0.000 -0.608 -0.325 -0.448 -0.448 0.414 0.414 0.616 0.000 0.000 -0.443 -0.437 0.000 0.000 -0.409 0.000 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.394 0.394 -0.443 0.411 -0.464 -0.464 -0.460 -0.460 0.000 0.000 0.000 0.000 0.731 1.167 -0.458 0.000 -0.608 -0.325 11.445412 NA 10.655254 4.633838 11.949843 10.190902 7.272958 11.066689 10.526867 10.253849 12.141114 11.580003 7.382583 11.544470 12.142284 10.375969 5.913335 13.835476 9.867381 11.560306 10.235458 11.754991 11.398765 13.106906 13.014992 12.551627 -1.296899 3.988503 9.547808 9.905226 10.7136303 11.6118700 9.9149905 -0.2968993 11.9124032 10.4031083 14.3637934 10.3099700 8.1909422 9.2824180 10.0683310 11.4430937 9.6230678 8.6775167 9.7261565 10.5937464 3.8730257 10.0239026 9.2955591 7.9651967 11.5847897 2.1625323 9.6463495 9.8031074 6.0068837 5.7254712 2.0250288 8.2168298 NA 9.8024500 10.7375572 11.5603056 13.1210865 10.8372075 10.8106462 11.2007046 2.7905635 4.9885029 7.8513243 10.3002236 6.4035421 4.0250288 10.3164312 11.3426690 10.4692169 12.0650459 10.6828845 10.7812530 9.0418385 11.1371439 9.3214876 10.5064261 10.5188857 0.2880632 4.9885029 3.5104556 8.2563092 10.1408542 9.1635581 7.6860957 10.2620011 5.2266627 TCGA-BB-4217 68 0 NA 187 head and neck stage iva t4a n2c NA male 2008 NA yes head and neck squamous cell carcinoma 60 NA NA black or african american not hispanic or latino 3 1 1 1 2 4 2 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363011e-07 3.467782e-07 10.5282991 NA 10.3467375 2.3031962 2.6902159 10.5085077 6.4731099 8.9347813 8.6347904 15.7672097 7.1105397 7.7320276 8.0142554 3.5569444 9.4149220 8.9723420 5.3576329 6.0945971 5.9425943 8.3152719 3.8506694 NA 5.4482336 7.6306508 11.4052610 NA 10.6654654 10.7239544 11.1372907 11.0261232 0.1877677 -1.3970681 4.2465981 8.9868375 -1.3970681 NA 12.6773043 7.2502027 9.8701165 11.4448985 8.0227046 6.9246724 11.9365988 3.4100968 NA 13.6133602 11.4165258 9.3500985 6.8881466 11.6842281 6.8894869 10.8739158 6.6525926 7.6251126 0.1877677 NA 0.6027419 2.9950684 1.7726880 14.3744637 14.9101435 10.4193284 12.3855382 -0.3972581 6.4036444 10.6178112 1.9246700 3.4607295 8.7626159 10.7873101 3.5096325 17.5809258 13.0276326 6.2100752 2.0621908 4.3576294 11.9619451 10.3947215 3.1877044 11.3194119 10.4177275 15.4553839 10.0094811 6.1341265 6.0290089 11.0038909 10.2316458 7.8506719 11.7267593 9.3135511 10.9756097 11.3528235 0.6027419 9.0394562 10.8663073 5.2751710 -0.3972581 NA 8.9392513 7.3031844 8.9053837 10.0279606 5.1573348 3.8881490 2.1877044 7.5186240 -0.3972581 10.8405521 0.6027419 12.4948131 9.5374159 10.9739768 5.6902075 13.2271974 7.3408373 8.2429897 11.3542887 9.5721312 9.0683110 10.1483898 9.4800288 10.4884410 11.3055667 2.4100968 10.9450972 7.6580272 8.1877074 11.2463754 8.2502032 12.4815619 9.1895844 0.1877677 11.0232313 3.9950593 0.01223700 0.01223700 0.07474600 0.27774000 0.00958830 -0.00302440 -0.04095300 -0.04095300 0.16355000 0.16355000 0.16355000 -0.08080700 -0.08080700 -0.08080700 -0.01532900 -0.04807200 1.90140000 0.01000600 0.01000600 -0.00012058 0.00305220 -0.09054600 0.04310300 -0.06034500 -0.06034500 -0.03422300 -0.07481100 -0.07481100 0.00208050 -0.04225200 -0.03367700 -0.05428300 0.01223700 0.01223700 0.01223700 -0.07083800 -0.07083800 -0.07083800 -0.07083800 0.01363200 0.01363200 0.01363200 0.01363200 -0.11521000 -0.11937000 -0.12103000 0.00958830 -0.04095300 -0.04095300 0.16355000 -0.08080700 -0.08080700 0.00416320 0.00416320 -0.00069303 -0.04807200 -0.11971000 0.01000600 -0.00012058 -0.00012058 0.08956100 0.04971500 0.12550000 0.00000000 0.00000000 0.04310300 0.13509000 -0.11709000 -0.02246900 -0.03422300 -0.03422300 -0.00041585 0.00208050 0.00208050 0.00208050 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.163 -0.115 0.000 0.000 0.000 0.000 0.164 0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.163 -0.115 0.000 0.000 0.000 0.000 0.164 0.164 0.000 0.000 0.000 0.000 11.2059073 -0.3972581 9.5468638 5.8506719 12.1308324 11.7033972 11.0219148 11.6134476 10.7307390 11.4153231 10.6905390 11.0777181 8.3939074 10.8372627 11.5578496 10.4587810 5.2771479 11.7267593 9.4419484 10.9756097 10.5013461 10.8176708 11.3684451 13.3190245 13.1425093 9.6955018 NA 3.4607295 9.6285764 10.5939122 10.940367 12.295469 10.938693 3.460729 11.795808 10.867187 13.798424 9.972887 9.806704 9.367616 9.138020 12.397059 9.437026 8.124345 10.605560 9.375059 5.942594 11.321278 8.470024 11.008418 13.613360 5.275171 10.522353 10.419328 5.869531 10.456444 1.187704 10.085553 3.062174 9.635479 9.126307 10.975610 11.352824 11.480412 10.866307 11.680061 3.812200 NA 9.027908 9.996671 11.677053 5.668834 10.840552 11.817064 10.973977 12.657264 10.270300 10.157334 9.997743 10.148390 6.679560 10.339992 10.517877 8.954788 4.608147 7.780164 9.947501 10.114497 9.929736 7.327259 10.887280 5.658026 TCGA-BB-4223 48 0 NA 3221 head and neck stage iva t2 n2b m0 male 2003 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 9.640434e-06 3.225037e-06 10.87296601 NA 11.05607035 -0.98707383 3.18296238 11.26807163 7.10580063 8.71001049 8.08182107 14.99628162 7.54052020 6.30766349 7.51288897 2.01303341 8.77625536 9.59235892 5.71694701 6.02427091 10.77500970 10.01726344 2.18297827 NA 7.33497133 12.27909751 11.66767906 0.01306915 10.17038992 10.70041874 10.92929577 10.64422006 NA 2.71347588 3.87102550 9.71861490 NA -0.98707383 14.36877265 6.57528510 9.69066572 11.56330883 7.92293637 6.53660469 11.34871250 -0.98707383 NA 12.60421471 13.20841525 8.49484239 4.99032411 11.66387040 6.10780711 12.15578831 5.07913060 6.72728880 2.71347588 NA 0.59798399 4.65689675 3.01305128 13.66873922 14.26611823 10.03193866 13.03219936 NA 4.37059675 10.37334142 8.29381372 3.71348687 10.07171133 11.96031470 2.90446483 18.35442604 12.19388460 -0.98707383 1.01306915 3.65689675 11.91277758 8.43089575 4.65689675 12.07341642 9.95702294 14.78094297 10.14618526 3.10050676 4.84593157 10.12743609 9.73414225 7.67837901 13.12928790 11.79849549 12.24801012 12.07795418 NA 9.12026017 11.79563182 9.09519208 -0.98707383 -0.98707383 6.72728880 7.49282338 9.40750571 10.63051050 6.69252345 3.10050676 2.82040365 8.85067099 -0.98707383 10.75071293 NA 12.98683007 10.45019685 10.93711321 3.87102550 13.54995802 3.87102550 8.52677073 10.91202226 11.76563274 9.10315534 11.79877951 6.86479158 11.52652394 9.84909338 1.82040365 11.92724130 5.91993353 9.61202603 11.76834794 8.10580011 10.88840841 9.29613134 -0.98707383 10.66274830 3.01305128 0.00072078 0.00072078 0.75608000 0.59012000 0.04247700 0.04247700 -0.03603900 -0.03082200 0.64012000 0.64012000 0.73913000 -0.02293700 -0.02293700 -0.02293700 -0.08215700 -0.02422300 -0.02422300 0.61085000 0.60730000 -0.01309900 -0.01309900 -0.05479800 -0.11597000 1.31420000 1.31760000 0.54898000 -0.05897300 2.38940000 0.10237000 -0.03418600 0.03835700 -0.03181300 0.00072078 0.00072078 0.01031300 -0.00896330 -0.02189400 -0.03021800 -0.03021800 -0.70386000 -0.00896330 -0.00896330 -0.01708900 0.62591000 0.62591000 0.65593000 0.01645300 -0.03082200 -0.01890900 0.61828000 -0.02293700 -0.02293700 -0.05587700 -0.03569400 -0.07306700 -0.03043000 -0.77497000 0.60270000 -0.03542100 -0.76653000 -0.03719100 -1.29290000 -0.77700000 -0.08171100 -0.08171100 -0.11597000 -0.11597000 1.33720000 1.21320000 0.54898000 0.55889000 -0.07144600 0.10237000 0.10237000 0.10237000 0.000 0.000 0.000 0.000 0.611 0.611 0.000 0.000 0.000 0.000 0.000 -0.116 -0.116 1.318 1.318 0.549 0.549 0.000 0.000 0.000 0.000 0.000 -0.145 0.000 0.000 0.700 0.700 -0.695 0.000 0.626 0.626 0.000 0.000 0.000 0.000 0.640 0.640 0.000 0.000 0.102 0.102 0.000 0.000 0.000 0.000 0.611 0.611 0.000 0.000 0.000 0.000 0.000 -0.116 -0.116 1.318 1.318 0.549 0.549 0.000 0.000 0.000 0.000 0.000 -0.145 0.000 0.000 0.700 0.700 -0.695 0.000 0.626 0.626 0.000 0.000 0.000 0.000 0.640 0.640 0.000 0.000 0.102 0.102 11.084505 0.597984 10.725570 6.024271 8.392421 11.319096 12.666784 11.963234 8.853821 10.545886 9.681042 11.316824 9.635095 11.526030 11.471962 11.531204 5.462108 13.129288 10.249057 12.248010 11.214554 10.897977 11.218225 13.447225 12.602460 11.303926 1.820404 6.379365 9.666784 11.421903 10.2698414 11.5989445 12.4144559 3.5980078 11.8218061 10.7354237 14.6856327 8.5444243 11.3891685 9.7117477 9.3506650 12.9439651 9.2414048 8.5444243 10.0207711 9.5819492 10.7750097 10.6277529 10.1513148 9.5405200 12.6042147 3.1005068 9.2692518 10.0319387 6.0354106 8.6550949 -0.9870738 10.5795729 2.3349687 9.5695490 10.0798050 12.2480101 12.0779542 11.5712246 11.7956318 11.6328045 -0.9870738 -0.9870738 10.2346603 11.6328045 10.0519620 3.2609741 10.7507129 11.8212028 10.9371132 12.7093586 10.4811579 10.0109282 10.5580075 11.7987795 7.9319064 10.5714638 10.3945860 5.8203985 2.9199312 8.0574373 9.9910097 10.6483077 9.1097583 8.9184301 10.5909438 5.7134841 TCGA-BB-4224 52 0 NA 278 head and neck stage iva t2 n2b NA male 2004 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 NA NA 3 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2.39277e-06 6.588786e-07 6.6484755 -1.1262655 10.4330649 0.4586970 4.6016074 10.4870169 6.1404740 4.6016074 9.1899693 15.8634593 6.7805778 8.2809559 9.2734998 NA 8.9598240 9.1156711 6.7563308 6.1216164 11.2068432 10.1369570 -0.1262655 NA 7.0535969 3.6810444 10.4383138 2.8736951 10.1995554 10.6607742 11.1731821 9.8095895 NA -1.1262655 2.1956311 8.9176856 NA -1.1262655 13.2507628 4.1216123 11.3420574 9.6285753 6.5030450 4.2999553 10.8066407 3.3331231 NA 11.8418146 11.4273171 10.2654684 0.4586970 10.0498611 8.8100902 10.8184000 4.0831453 9.3341439 -1.1262655 NA NA 5.3331196 3.5741257 13.8287915 14.6654460 11.4167197 12.0744333 NA 1.4586445 10.7696418 1.4586445 0.4586970 8.8481024 11.2549604 -0.1262655 17.7415487 10.1451509 NA 0.4586970 1.6810444 11.1501031 7.9822121 3.8278800 9.7169494 11.1144792 13.6648508 9.7324459 4.8509694 3.7805831 11.4663785 9.1463177 2.0436245 12.5561339 9.1498124 9.2345349 11.4881677 -1.1262655 8.9424661 9.5487628 4.1590882 0.8736557 -1.1262655 2.4586445 8.2268346 9.2530663 8.6435258 -1.1262655 1.1955996 0.8736557 10.5447865 -1.1262655 10.6878697 NA 13.5778077 9.0884077 8.9370830 1.6810444 12.8816787 7.8249727 7.5982014 11.6375227 10.0952750 9.9022847 6.3655403 9.8227849 8.5318992 9.0423601 -0.1262655 7.7316686 7.4993971 9.4501722 11.4371225 8.2443753 11.9167151 8.7440528 -0.1262655 11.3605229 1.4586445 -0.00173110 -0.00173110 0.87328000 0.46468000 0.00499690 0.00499690 1.88470000 -0.47733000 2.30820000 1.30630000 1.29730000 -0.48659000 -0.48659000 1.64470000 0.74651000 -0.01119800 -0.00097017 1.21450000 -0.00498440 0.62533000 0.64085000 -0.06129000 -0.04793600 0.42805000 1.70660000 -0.08280100 0.42940000 2.50680000 0.05110300 -0.02299000 0.02460500 0.27884000 -0.00173110 -0.00173110 -0.00173110 -0.48963000 -0.48963000 -0.48963000 -0.48963000 -0.48407000 0.01042400 0.01042400 0.01042400 -0.47702000 -0.47702000 -0.48509000 0.84573000 0.06880800 0.07887100 -0.51185000 -0.48659000 0.81142000 -0.05092900 -0.01795100 0.00083195 -0.01119800 -0.00097017 -0.00719580 -0.49955000 -0.49955000 0.01237600 0.45020000 0.40944000 0.43412000 0.43412000 -0.04793600 -0.04793600 -1.23170000 -0.48197000 -0.08280100 0.10468000 -0.04847800 0.02118300 0.02118300 0.01994000 0.000 0.000 0.000 0.000 1.215 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.428 -0.471 0.000 0.000 0.000 0.254 0.415 0.000 0.000 -0.525 0.000 0.000 -0.490 0.000 -0.484 0.000 -0.020 -0.485 0.830 0.000 0.057 -0.469 0.792 1.297 -0.487 0.257 0.000 0.000 0.000 0.000 0.000 0.000 1.215 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.428 -0.471 0.000 0.000 0.000 0.254 0.415 0.000 0.000 -0.525 0.000 0.000 -0.490 0.000 -0.484 0.000 -0.020 -0.485 0.830 0.000 0.057 -0.469 0.792 1.297 -0.487 0.257 0.000 0.000 10.4070176 -1.1262655 10.7866183 4.0831453 9.3030946 10.7140646 9.2606281 11.3463787 7.0385953 10.1757555 10.0604211 10.4094493 7.8394721 10.8757996 12.0613493 11.4333040 6.6680383 12.5561339 9.5229440 9.2345349 11.2854637 10.1457344 11.7580492 13.1131536 13.5352990 8.4473350 -0.1262655 1.6810444 10.4810181 11.8522196 10.078870 11.969744 12.080855 2.780583 10.512576 10.278297 14.115403 10.376022 7.549645 9.282018 7.581047 12.812532 10.549702 9.468945 9.990032 9.261705 11.206843 11.198431 12.164139 3.780583 11.841815 0.458697 10.318185 11.416720 4.488399 3.961151 -1.126266 10.139889 1.458644 8.393324 6.420582 9.234535 11.488168 10.882116 9.548763 10.867334 2.195631 2.333109 6.168309 9.969085 8.154459 2.195631 10.687870 10.643939 8.937083 12.392218 10.201802 11.506910 7.261705 6.365540 7.789568 10.251983 9.650943 1.873695 2.043624 2.780583 9.189675 10.085576 8.855255 8.810326 10.719178 4.896054 TCGA-BB-4225 73 0 NA 140 head and neck NA tx nx NA male 2003 NA yes head and neck squamous cell carcinoma 1.5 1948 NA white not hispanic or latino 3 5 NA NA 2 4 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2.080669e-06 1.10969e-06 10.7413643 -1.4795526 10.2311878 NA 2.4272843 11.1886016 5.1785912 6.1497390 7.7988308 16.0191371 7.0672762 7.0321339 7.5203814 -1.4795526 9.1597220 7.4687487 5.0595413 6.3469303 11.4096952 7.5482871 5.3017413 NA 6.0902374 9.8411819 11.0031894 NA 10.8037592 10.2487271 10.4879679 10.2685743 -0.4795526 2.3277448 2.9127073 8.2219998 NA NA 12.5986156 8.7237295 9.9576133 10.9983926 8.5203814 4.2208175 12.1458620 2.6078392 NA 12.0823853 11.9773774 8.2951683 4.8602328 12.5776963 1.6903277 12.1551924 7.4182271 6.4919252 NA 2.8423151 1.6903277 3.2752753 0.5203468 13.9535420 15.1876874 11.0483470 13.6264126 -1.4795526 4.0749678 11.7231174 5.9040866 2.8423151 10.4814693 12.0193552 2.9837506 18.4466745 12.8599531 -1.4795526 0.8422950 0.8422950 11.3387638 7.5620409 4.6289077 10.6445835 9.7959239 14.6825367 9.3453400 1.8422950 6.3469303 10.6640835 9.8155764 6.8287204 11.8875040 12.0452903 11.3281388 11.4575713 -1.4795526 8.7883386 10.8907963 7.3277368 NA -1.4795526 4.6078452 6.8104007 8.7883386 10.0067136 2.1053428 1.1053428 0.5203468 9.9249908 NA 10.1520131 0.5203468 13.6170966 8.9655410 10.5347506 1.6903277 13.6095422 8.6940587 8.5371897 11.1759121 10.5330059 8.5891597 11.1788160 5.2208213 8.5958605 8.6953070 2.8423151 12.3213824 5.0122334 9.4481593 12.3031749 8.3180429 12.8864303 9.4076019 NA 10.2889793 -0.4795526 -0.03572100 -0.01904000 0.35463000 -0.00892630 -0.50235000 -0.50235000 -0.04955900 -0.04955900 1.14420000 1.14420000 1.14420000 -0.06074800 -0.06074800 -0.06074800 -0.07233700 0.65461000 0.65461000 0.36821000 0.36821000 0.38915000 0.40122000 -0.10710000 0.29231000 0.41496000 0.41496000 0.25183000 1.38350000 1.38350000 1.25890000 -0.09815500 -0.04928900 -0.04170200 -0.03217800 -0.03217800 -0.04604100 0.35283000 0.35283000 0.35283000 0.35283000 0.47409000 0.47409000 0.47409000 0.00852000 -0.00892630 -0.00892630 -0.00041585 -0.54159000 -0.04955900 -0.07854400 1.14420000 -0.06074800 -0.06074800 0.01656500 0.02454800 0.02454800 0.65461000 0.34625000 0.25951000 0.38915000 0.38915000 -0.07574500 -0.54985000 -0.10775000 -0.54219000 -0.54219000 0.29231000 0.29231000 0.41496000 0.41496000 0.25183000 0.72131000 0.40994000 1.24720000 1.22570000 -0.68250000 0.000 0.000 0.655 0.655 0.368 0.368 0.389 0.000 -0.107 0.000 -0.511 0.292 0.292 0.415 0.415 0.721 0.721 0.000 0.000 1.383 1.383 0.410 -0.249 0.000 0.000 0.353 0.353 0.403 0.403 0.000 0.000 -0.502 -0.502 0.000 0.000 1.144 1.144 0.000 0.000 1.226 0.928 0.000 0.000 0.655 0.655 0.368 0.368 0.389 0.000 -0.107 0.000 -0.511 0.292 0.292 0.415 0.415 0.721 0.721 0.000 0.000 1.383 1.383 0.410 -0.249 0.000 0.000 0.353 0.353 0.403 0.403 0.000 0.000 -0.502 -0.502 0.000 0.000 1.144 1.144 0.000 0.000 1.226 0.928 10.6691757 -0.4795526 10.4410581 6.1998608 8.1928067 11.9518790 12.5959441 12.0780844 10.3572208 10.2576287 12.0699254 11.4782090 10.2103794 10.8916135 12.5430093 11.2735981 4.8812731 11.8875040 10.6480534 11.3281388 10.7938856 10.2007410 10.3712441 13.7215163 12.2868068 9.3760286 2.5203720 1.6903277 8.6078444 11.2253657 10.7807129 10.8158633 13.0563857 3.5647806 11.3822437 10.9557912 14.2743528 8.0883372 11.2296806 9.5441357 8.8768334 13.1144727 9.2798617 8.6928090 10.5975309 9.6682223 11.4096952 8.8423095 9.4053151 9.9940871 12.0823853 4.6289077 9.4280232 11.0483470 5.9879870 7.9529235 2.1053428 10.0850072 -1.4795526 9.4114055 10.9841612 11.3281388 11.4575713 10.7572925 10.8907963 12.0574784 0.1054099 0.5203468 8.1128382 11.7602782 10.6906195 2.6903053 10.1520131 11.5377118 10.5347506 11.9453350 10.3357647 10.2393423 10.4091246 11.1788160 8.1314063 10.9377065 10.3505005 2.1053428 NA 10.0517628 9.7389385 9.4947960 8.6865446 7.2685738 10.3309531 5.8057826 TCGA-BB-4227 66 0 NA 134 head and neck stage iva t4a n2b NA male 2010 NA no head and neck squamous cell carcinoma 25 NA NA white not hispanic or latino 2 3 NA NA 2 3 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 6.935564e-06 3.433104e-06 8.55875628 NA 11.22798553 -1.01479105 2.44453456 9.95737096 3.68554775 4.81799667 8.88295448 14.93835074 8.42390083 8.51258601 8.35579639 NA 8.72657615 8.88597604 6.27512814 -0.01493682 2.15503677 10.29799209 2.30704959 NA 3.30703501 7.62173395 11.02813641 NA 9.43632032 10.06325997 9.59981895 10.19760558 0.57007427 0.98513607 2.98511785 9.24812018 NA 5.98510874 11.63884993 3.23302906 9.51843895 10.90471740 7.09363412 3.73999928 12.00522098 6.27972943 NA 13.01732712 13.28467494 7.51258641 NA 11.36069167 7.36838161 12.24411675 7.53969778 3.98510874 NA -0.01493682 -0.01493682 5.93930652 4.37742920 13.45735003 14.16189473 9.52232749 12.13469751 0.57007427 3.84308942 10.06792356 NA 4.02950589 7.18968028 10.89199971 0.22391675 18.37695477 9.47996473 NA -0.01493682 NA 11.82667349 7.22351426 2.79245975 10.56273621 10.90695011 15.25804870 9.53969798 7.18478114 8.17493367 11.50006970 9.13739388 3.73999928 11.85383335 6.34266141 10.37957180 11.57241786 1.98509963 8.41556179 10.68684882 7.90397220 1.57007427 NA 2.57007427 7.33383695 9.42701589 8.29344820 NA 3.37742920 NA 6.25189516 NA 10.73581611 3.79245975 13.42110489 9.33411392 10.74624482 5.05119806 12.87973747 6.97946292 9.15001608 11.31153865 4.81799667 9.61446582 10.38291751 11.20548745 7.81483173 10.71727654 0.98513607 6.71302902 8.30025874 8.86469255 11.43115857 8.15252721 12.36516429 9.13612575 0.57007427 10.75453380 -1.01479105 0.00555290 0.06365200 0.65866000 0.54788000 0.02342600 0.05323700 0.01952900 0.04202400 -0.69414000 1.23350000 0.62247000 -0.02783900 -0.02783900 -0.01862800 -0.14129000 -0.68031000 3.62480000 0.01950300 0.01950300 1.73320000 -0.68458000 -0.01243800 1.82830000 0.02202400 0.02202400 -0.20349000 -0.67444000 0.00889200 0.80267000 -0.07881000 0.01782400 0.61462000 0.02160300 0.00833510 -0.67530000 -0.69730000 -0.69730000 -0.70497000 1.09940000 -0.70001000 -0.63859000 -0.63859000 0.05153000 -0.66689000 -0.66689000 0.03383100 -0.71435000 0.67011000 -0.03149600 -0.75418000 -1.29290000 -0.01862800 0.04046800 0.00152550 -0.00702110 -0.73749000 -0.70037000 -0.00037329 -0.67894000 -0.67894000 0.04868800 -0.00926660 -0.05050600 -0.71060000 -0.04048000 -0.08333300 -0.17702000 0.02202400 0.02202400 -0.20349000 -0.16688000 0.02553100 0.82784000 -0.25213000 -0.25974000 0.000 0.000 -0.640 0.000 0.000 0.000 -0.679 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.615 -0.674 0.000 0.000 0.000 0.000 0.000 -0.039 0.659 0.000 -0.639 0.583 0.000 0.000 0.000 0.000 0.000 -0.038 0.656 0.000 0.000 0.551 0.551 0.000 0.000 -0.640 0.000 0.000 0.000 -0.679 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.615 -0.674 0.000 0.000 0.000 0.000 0.000 -0.039 0.659 0.000 -0.639 0.583 0.000 0.000 0.000 0.000 0.000 -0.038 0.656 0.000 0.000 0.551 0.551 10.026084 NA 9.369094 5.377426 11.124341 11.410005 10.924321 13.110119 7.657534 9.203067 11.552115 11.362048 8.819580 10.743749 11.736025 10.552590 7.237396 11.853833 9.338256 10.379572 10.446077 10.773012 11.469177 14.183699 12.506219 6.921747 1.307020 4.155037 9.165018 9.329405 10.82981492 11.82254000 8.62354500 -1.01479105 11.29373257 9.55970269 14.63764354 9.34924385 4.41137201 8.68901290 9.23540756 11.56253799 9.96859451 8.85855330 9.45576798 9.42805255 2.15503677 11.25890476 8.27051119 5.89199994 13.01732712 1.30702043 10.51160838 9.52232749 7.44454118 1.30702043 NA 10.16501827 -1.01479105 8.71302971 7.81165791 10.37957180 11.57241786 11.57616393 10.68684882 10.40348887 -1.01479105 NA 8.14724869 11.00886354 2.30704959 -0.01493682 10.73581611 11.52959068 10.74624482 12.61605877 10.88257649 9.95665276 8.39873728 10.38291751 7.79889037 9.81324569 10.19395318 NA -0.01493682 8.26123367 7.97254390 10.33106876 9.82510030 6.20427768 10.62670934 4.41137201 TCGA-BB-4228 50 0 NA 559 head and neck stage iii t3 nx NA male 2010 NA yes head and neck squamous cell carcinoma 102.5 1969 NA white not hispanic or latino 3 5 NA NA 2 4 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456468e-06 4.854895e-07 10.8234335 NA 10.7378629 2.7375353 4.6042671 12.0151607 5.1736312 6.3365690 8.0380860 14.5253620 7.6889874 7.2903138 7.6244833 NA 8.3348172 9.4057907 5.1892276 6.2647785 11.3222729 8.8558617 0.9720309 NA 9.9127507 10.5693044 11.3726627 NA 9.4509685 10.0498805 10.8115155 9.3435555 -0.3499708 2.6500752 4.2350300 8.3912994 NA NA 13.8051240 6.5629583 10.0805055 11.4616440 6.8398928 6.4116195 10.2757774 0.2349917 2.6500752 11.6591974 12.1988905 8.6387534 2.1094943 11.3980518 4.8341499 12.3903764 5.5204348 4.9354692 -1.3499708 4.3224906 NA 2.9719941 1.2350530 13.1121235 13.6573439 9.8143471 12.8528047 -1.3499708 4.9899201 11.4941859 7.8716558 2.2350224 10.0456028 12.0214369 2.5569689 17.9402855 11.3866820 0.2349917 1.2350530 0.6500292 11.8581505 7.3505087 3.1736232 10.8507312 10.3247023 14.6782337 8.8728635 1.2350530 5.5327128 11.3500748 9.3737295 6.3847786 12.5249539 11.4132810 11.5841280 11.3822361 -1.3499708 9.0294471 11.3900602 9.2610935 NA NA 3.8199951 7.8224963 9.1697048 8.4493501 0.9720309 2.8979955 0.6500292 7.1379082 NA 10.7774182 -1.3499708 13.1945501 9.3265899 10.8108854 2.9719941 12.9089291 5.4702473 8.1892276 11.0737098 11.5601491 9.0971520 11.7115867 5.3365690 10.9432529 9.1529003 2.4574104 12.2196869 6.1258019 9.7960008 11.5541387 7.5111557 10.8442099 10.0158443 -1.3499708 10.4436719 0.6500292 -0.01256400 -0.00498440 0.02918400 1.47020000 0.00208850 0.00208850 -0.01183200 -0.01183200 1.52780000 1.52780000 1.52780000 0.01056400 0.01056400 0.01056400 0.00863910 0.00000000 0.00000000 0.01600600 0.00236580 0.04939800 -0.00940460 0.01488800 -0.01230700 0.81942000 0.80344000 -0.01202400 -0.90889000 2.86960000 0.00666530 -0.91627000 0.01824300 0.00629170 -0.02668200 -0.02668200 -0.00498440 0.01558700 -0.88758000 -0.00535350 -0.00535350 -0.00778700 -0.00526100 -0.00526100 -0.01298900 0.00069327 -0.01699600 -0.00865920 0.01349200 -0.01183200 -0.01183200 -0.08850700 0.01056400 0.01056400 -0.01917700 -0.01917700 -0.01917700 0.00000000 -0.88395000 -0.00592500 -0.00747200 -0.88171000 0.82960000 -0.88897000 0.01488800 0.02707600 0.02707600 -0.00429290 0.01056400 0.80344000 0.80344000 -0.01202400 -0.01202400 0.02020300 0.00666530 0.00666530 0.00666530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.469 0.000 0.000 0.000 0.000 0.000 0.000 1.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.469 0.000 0.000 0.000 0.000 0.000 0.000 1.528 0.000 0.000 0.000 0.000 10.742826 4.109503 10.310247 6.604266 7.007620 11.453386 12.008582 12.224189 8.910988 10.056274 10.014203 11.397213 9.740181 10.870447 11.443875 11.449957 3.116049 12.524954 9.038086 11.584128 10.777096 10.804887 10.521204 13.800839 12.501622 10.205137 3.173623 5.042386 9.603538 11.583759 10.2546219 10.8719578 12.6497164 3.1094943 11.2401878 11.1429232 14.4845382 6.5509361 10.4983003 9.5410927 9.6876156 13.0616458 9.9494999 7.2425253 10.3548369 10.5973403 11.3222729 9.6479538 9.9285181 8.4016125 11.6591974 3.8595224 9.1568721 9.8143471 6.6387530 6.4444849 0.2349917 10.0456028 -1.3499708 9.1278270 9.4107886 11.5841280 11.3822361 11.8923496 11.3900602 11.5142548 -0.3499708 4.4314291 8.7844948 11.6465421 11.5715377 2.8979955 10.7774182 10.8033040 10.8108854 11.6280640 10.6479538 9.7780630 9.8281109 11.7115867 7.7481009 10.6039013 10.7471131 0.9720309 NA 8.0742351 8.7428918 10.1323724 8.6316358 9.3686014 10.6700068 7.0120121 TCGA-BB-7861 56 0 NA 682 head and neck stage iii t1 n1 NA male 2011 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.588786e-07 2.427447e-07 11.58307618 NA 10.76449578 NA 3.60037681 10.87479159 3.87601591 9.08207611 8.83526313 16.82350735 8.00171162 7.89741954 8.31535112 0.67437025 9.67325571 9.05289486 6.11951389 5.29496989 11.53640071 9.30155244 3.74477465 NA NA 6.81598011 11.61953447 NA 10.60482497 10.58157449 10.42291163 11.52628849 NA 0.35241956 3.10733636 9.61968664 NA NA 14.05086147 6.20420333 9.07341779 11.14910329 9.08377422 5.85230103 10.96624472 -0.06265561 NA 12.71487853 13.01884568 9.38931577 6.43460488 10.71522098 2.98530004 11.77215211 5.66533876 7.64016756 -1.64746744 -0.06265561 0.35241956 1.81188200 0.35241956 14.98032706 15.54450517 9.42927073 13.62603231 0.35241956 6.08716579 11.39154563 6.85230103 3.77872373 10.57404236 11.47350303 2.93741973 17.35864980 13.87773133 3.84430530 0.67437025 4.13381831 11.00955034 9.30009214 5.96716400 11.35336542 9.72205252 14.37451956 9.62566812 5.03895410 3.84430530 10.79410260 9.32901929 8.14524540 11.89447743 12.21702831 11.81444620 11.86210655 NA 8.76502514 12.06143131 9.23050614 NA -0.64746744 7.43991813 7.62625076 10.05938286 11.72436796 5.08037626 2.93741973 -0.06265561 8.02311172 -1.64746744 9.35527026 5.23509900 12.44546006 10.17979790 10.99021220 3.93741973 13.29079433 6.78290781 9.09560669 11.05311168 9.34892861 10.15739292 11.01729804 5.86025021 9.82768202 11.05311168 1.67437025 11.46048958 6.84430781 9.15658622 12.75340136 8.47786874 11.72586417 9.18929457 -1.64746744 10.09560669 2.87601591 0.01642500 -0.30627000 0.58757000 0.58829000 -0.00069303 -0.00069303 -0.00304750 -0.00304750 0.21991000 0.21991000 0.08962600 -0.00664320 -0.00664320 -0.00664320 -0.00664320 0.10526000 0.10526000 0.02104300 0.02104300 -0.32344000 -0.00387790 0.30186000 -0.01050800 0.26580000 0.26580000 0.24140000 0.26781000 0.26781000 0.00583090 -0.00360110 0.00000000 0.00000000 -0.30944000 -0.30944000 -0.31073000 -0.00360110 -0.00360110 -0.00360110 -0.00360110 -0.33687000 -0.00221680 -0.00221680 -0.00221680 0.37261000 0.37261000 0.37261000 -0.00940460 -0.32809000 -0.03217800 0.21991000 -0.00664320 -0.00664320 0.14132000 0.14132000 -0.32873000 0.10526000 -0.33248000 -0.00771270 -0.00470790 -0.32344000 0.01824300 0.01824300 0.30186000 -0.33376000 -0.33376000 -0.01050800 -0.01050800 0.27001000 0.27001000 0.24140000 0.24762000 -0.00415460 0.02440800 0.02440800 0.00583090 0.141 0.000 0.105 0.105 0.000 0.000 0.000 0.000 0.302 0.000 -0.310 0.000 0.000 0.266 0.266 0.241 0.241 0.000 0.000 0.268 0.268 0.000 -0.339 -0.311 -0.311 0.000 0.000 -0.321 0.000 0.373 0.373 0.000 0.000 0.000 0.000 0.220 0.220 0.000 0.000 0.000 0.000 0.141 0.000 0.105 0.105 0.000 0.000 0.000 0.000 0.302 0.000 -0.310 0.000 0.000 0.266 0.266 0.241 0.241 0.000 0.000 0.268 0.268 0.000 -0.339 -0.311 -0.311 0.000 0.000 -0.321 0.000 0.373 0.373 0.000 0.000 0.000 0.000 0.220 0.220 0.000 0.000 0.000 0.000 10.6808497 0.3524196 9.9029471 9.7834305 9.7361595 10.7522592 12.5048193 9.9199361 8.7100074 11.4341051 10.4855974 10.8387875 10.5006140 11.6629260 9.9007956 11.6152841 5.1700773 11.8944774 9.1670377 11.8144462 10.8703707 11.0095503 10.8942779 12.8408766 12.5951084 11.4568902 0.3524196 2.3524478 9.5161050 10.9187471 10.133815 11.127036 11.775440 2.811882 11.965784 10.185741 14.738736 9.771362 10.949577 9.023996 8.777671 13.049857 10.364765 8.235098 11.141987 9.583076 11.536401 11.533141 10.244239 10.483348 12.714879 4.692304 10.086318 9.429271 4.795398 9.795917 NA 10.902721 1.811882 9.956082 9.873074 11.814446 11.862107 11.220313 12.061431 12.186630 NA NA 9.787438 11.705188 11.130532 3.352462 9.355270 11.376729 10.990212 11.910637 10.805983 10.639590 10.241959 11.017298 7.621582 10.030175 10.739126 7.828189 3.210436 9.541662 10.791315 10.382433 10.159810 7.114007 10.606303 7.595629 TCGA-BB-7862 67 0 NA 1117 head and neck stage iva t3 n2c NA male 2011 NA yes head and neck squamous cell carcinoma 90 NA 2 white not hispanic or latino 2 4 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 5 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.075012e-05 4.404083e-06 9.9135519 6.0197620 11.4023432 3.5965536 4.6814380 10.4654198 4.6814380 5.1067461 7.9184787 15.4764872 8.1483459 7.8785856 7.7295759 NA 9.1483462 8.9773724 5.4710183 2.0116030 11.0801220 9.3103797 5.2800766 NA 11.0268763 6.5465102 11.6939442 NA 11.0676098 10.0177228 11.0392427 9.6296397 -1.4477213 NA 4.4101375 9.2742978 NA 5.1067461 12.8048218 5.5294368 10.6114738 11.6038751 7.9444737 6.3723358 11.5466866 1.7220725 -1.4477213 13.4188557 12.2154921 9.0806105 -1.4477213 11.1885544 6.9569569 12.7111604 5.4101375 4.2800803 NA NA -0.4479181 -1.4477213 -1.4477213 14.1210625 14.1693141 10.7698112 12.8051913 0.5521803 5.6289719 9.2978306 3.5965536 3.9444743 9.1124893 11.4186626 NA 16.8616372 10.5577809 4.2245806 2.8000819 0.8740494 12.0793890 7.7664752 3.8000819 11.2924726 11.0884036 15.2108699 9.7773638 4.9271948 4.8559349 10.3082957 10.1077041 6.9867841 12.6491753 11.2906709 10.7911581 11.5210031 -0.4479181 8.9794692 10.9498310 8.9412498 NA NA 1.5521803 5.8375598 9.3236459 11.2908820 -0.4479181 4.1067419 0.5521803 6.4887945 -1.4477213 10.6939442 -1.4477213 12.8316218 10.3448206 10.7655644 1.3595212 12.8794283 4.9097107 8.2612403 11.4211718 9.0569753 9.6006433 10.1901396 7.1333570 12.1152334 10.3041188 3.5521557 10.1182105 7.3945064 7.5521565 11.6045546 7.1631807 13.3031773 8.5745243 NA 10.4109145 0.5521803 -0.1032900 -0.1184800 0.0698120 0.0000000 -0.6530500 0.6728900 0.0503920 0.0539480 1.8796000 0.0370760 0.0713910 -0.6920200 -0.6483700 -0.6483700 0.0630800 0.0110430 0.0110430 1.3828000 -0.0098185 -0.6732500 -0.6732500 0.0232860 0.0813220 0.1108100 -0.6314000 0.0821880 0.1691100 0.1041000 -0.1461800 -0.6448100 -0.6367000 0.6525900 -0.1032900 -1.2929000 -0.1184800 -0.6779300 -0.6822400 -0.6530500 -0.0471240 -0.0089906 -0.0171160 -0.0171160 -0.0268180 -0.6565000 0.1020500 -0.6236000 -0.6673500 0.0454240 0.0454240 -1.2929000 -0.6483700 0.0158610 0.0349590 0.0349590 0.0607940 0.0110430 0.0116790 -0.0121470 -0.6732500 -0.6732500 -0.6899600 -0.6646700 0.6885000 -0.6648900 -0.6648900 -0.6857900 0.7629300 -0.6614200 -0.6614200 0.0821880 -0.7011100 -0.6433000 -0.1279700 -0.1279700 -0.1502900 0.000 0.000 0.000 0.000 1.256 0.000 -0.673 -0.665 0.000 0.000 -0.602 -0.686 0.000 0.179 -0.483 0.000 0.000 0.000 0.000 0.104 0.104 -0.643 0.000 -0.103 -0.103 -0.653 0.000 0.000 0.000 0.000 0.000 -0.653 0.000 0.000 0.000 -0.674 0.000 -0.648 0.000 -0.128 -0.128 0.000 0.000 0.000 0.000 1.256 0.000 -0.673 -0.665 0.000 0.000 -0.602 -0.686 0.000 0.179 -0.483 0.000 0.000 0.000 0.000 0.104 0.104 -0.643 0.000 -0.103 -0.103 -0.653 0.000 0.000 0.000 0.000 0.000 -0.653 0.000 0.000 0.000 -0.674 0.000 -0.648 0.000 -0.128 -0.128 10.8288624 0.1371100 10.5245259 5.1220100 11.7857760 11.5379947 12.2063448 10.5790256 11.4342262 8.5337237 11.3866274 12.2879239 7.6155517 11.5059891 11.4029292 11.1518368 4.1783003 12.6491753 11.2314165 10.7911581 10.4035150 11.2762438 11.1366116 12.8307677 12.9385578 12.9370750 -0.4479181 3.8000819 10.1371188 11.8743662 10.871828 11.141808 11.620263 2.252597 11.103144 11.020526 14.877320 9.464297 7.776158 9.673042 9.568965 12.332389 10.617909 8.839869 10.572435 9.785776 11.080122 10.532653 9.281777 6.751829 13.418856 2.552156 9.626298 10.769811 6.639619 5.166868 5.181512 9.917932 NA 8.828281 10.399214 10.791158 11.521003 10.630641 10.949831 11.875633 6.970009 NA 9.390304 10.235151 6.224582 5.307042 10.693944 12.115591 10.765564 12.309442 10.349007 10.855081 10.005941 10.190140 7.689147 10.412467 10.123435 1.359521 NA 9.412467 8.400106 9.353865 9.102903 6.465046 10.255195 4.855935 TCGA-BB-7863 43 0 NA 1025 head and neck stage iii t3 n0 NA female 2011 NA no head and neck squamous cell carcinoma NA NA 0 white hispanic or latino 3 6 NA NA 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 5 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 5 0 0 0 5 0 0 0 0 0 0 0 0 0 2.566159e-06 1.179046e-06 7.2572935 NA 10.2800135 -1.3050752 2.9429836 9.9045043 6.6894040 3.7825134 8.3568292 15.7122725 6.8447986 7.8799263 7.9093699 NA 9.3079194 9.2958931 4.4902492 3.2800061 4.7394431 7.0033897 -1.3050752 NA 5.7394458 3.7394485 11.0817218 3.5530287 10.6335279 10.5541974 10.4731280 11.0763235 NA NA 1.6950584 9.5506748 NA NA 13.7088534 4.6019401 9.7678536 11.2986773 10.5483605 3.6492476 12.2935688 -0.3048970 NA 11.4451298 13.5326296 9.1097361 -1.3050752 12.7197578 7.8769239 12.3244076 5.8035758 8.2837658 NA NA NA 0.2800061 -0.3048970 15.2544095 14.7600166 10.7758685 12.6869271 NA 3.6950473 11.1851497 0.2800061 0.2800061 9.7577717 10.6730463 NA 19.7037552 9.4092965 NA 1.0169954 NA 12.0606899 6.8498692 7.9735005 11.2510205 10.4878412 15.6808373 9.4348315 -0.3048970 2.5024070 11.3300888 9.7604671 3.6950473 12.0966492 7.3674759 10.1611275 12.2068036 NA 8.0526028 11.3619406 4.9045034 -1.3050752 1.2800061 2.9429836 7.3496873 9.5483605 9.6272657 0.6950139 NA -0.3048970 7.6780444 -0.3048970 11.6233843 NA 13.8880757 9.8274221 11.4049963 4.4229730 13.6178212 6.4297599 8.1065619 11.2668036 7.7557469 9.5607843 9.7921218 10.7584460 8.9322608 11.1616373 0.6950139 10.1854005 4.6950529 9.6397631 11.7130772 8.9334558 11.8549223 9.1086789 -1.3050752 11.6272657 0.2800061 -0.0023553 0.0020805 0.2775800 -0.0034627 -0.0092666 -0.0092666 0.4816500 0.4816500 -0.4784700 0.4385100 0.4347900 0.0061090 -0.0055375 0.0098093 0.0105640 0.0090312 0.0090312 0.0069435 0.0069435 0.0081959 0.0081959 0.0034687 -0.0100940 0.0090312 0.0090312 0.0115390 0.0224440 0.0224440 0.0263730 -0.0084385 -0.0084385 -0.0076101 -0.3178600 -0.0228810 -0.2348400 -0.0092401 -0.0092401 -0.0092401 0.1173500 -0.0099565 -0.0099565 -0.0099565 -0.0232230 -0.0034627 -0.8074900 -0.0070576 -0.0092666 1.0825000 -0.3128400 -0.5209900 -0.0055375 0.0098093 -0.0269880 -0.0091286 -0.0091286 0.0090312 0.0048579 0.0069435 0.0081959 0.0081959 0.0000000 0.0064910 0.0034687 0.0157270 0.0157270 -0.0100940 0.0162860 0.0033299 0.0033299 0.0115390 0.0115390 -0.0008316 0.0165650 0.0165650 0.0165650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.482 0.482 -0.035 0.435 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.482 0.482 -0.035 0.435 0.000 0.000 0.000 0.000 10.882094 NA 9.072760 7.859958 11.612796 12.591376 11.868260 11.780357 8.039347 10.338005 10.780191 10.822078 8.371008 10.749994 11.197386 10.814641 4.822271 12.096649 8.624309 10.161127 10.322585 9.863096 10.568111 12.593971 12.606630 7.695051 NA 3.280006 9.251557 8.800959 10.2544280 11.9497843 10.8422559 0.2800061 11.2972858 10.8139920 15.3097865 9.6183785 6.7878086 9.0830681 8.4599225 12.1957684 8.4756893 7.5088319 10.3928873 8.2968217 4.7394431 11.3791421 8.2800135 5.3954913 11.4451298 -0.3048970 10.3692432 10.7758685 5.5776947 4.9238718 NA 10.7996497 NA 9.4339876 7.0873684 10.1611275 12.2068036 11.4819332 11.3619406 11.3465512 -1.3050752 NA 6.0526028 9.1869041 6.7062777 1.8649686 11.6233843 11.7454098 11.4049963 12.2879751 10.4080078 9.9483075 8.5136333 9.7921218 6.1044415 10.6769749 9.9856459 NA -0.3048970 1.2800061 6.8339881 10.3079195 10.1798739 6.3674759 10.3603869 4.3954879 TCGA-BB-7864 61 0 NA 1527 head and neck stage iva t2 n2c NA male 2010 NA yes head and neck squamous cell carcinoma 80 NA 3 white not hispanic or latino 2 2 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.288736e-06 7.975899e-07 6.8947850 NA 10.5450395 -1.4449692 6.0863167 11.3628941 8.2674623 4.9124870 8.7741041 13.2002562 8.0467884 7.5264789 8.7185853 NA 9.1247911 9.7843551 5.8270518 1.1399278 10.9286163 9.0337052 0.1398624 NA 7.0940946 4.5993297 11.4633281 -1.4449692 10.7273630 10.8547158 9.8316415 10.0164150 NA -0.4449692 1.8768803 8.2384215 NA NA 15.3298769 5.2131451 10.0872817 11.2080045 8.6463708 4.8587171 11.2581902 1.3622735 -1.4449692 13.4853956 10.7395009 8.6115734 -1.4449692 11.2800887 11.1114032 12.6649293 8.0647104 1.5549326 -0.4449692 NA NA 1.5549326 2.2553799 11.8924083 12.1037550 10.3929576 13.1609936 -1.4449692 2.0143553 11.0268646 NA 2.4618167 9.4527809 11.5747000 NA 18.4529020 7.7546076 NA 1.3622735 2.8768607 11.8067137 6.1696445 3.0143731 11.0819946 10.3210503 15.0214103 9.6257273 4.0784988 3.3622875 11.0490410 10.0819237 2.7248685 13.5399987 7.8310602 9.0726048 11.5255807 NA 8.9675053 7.3878252 7.4527807 NA NA 2.1398951 7.2553752 10.0612431 9.8700851 1.3622735 5.4375773 3.7643886 7.2794490 NA 9.9653868 -1.4449692 12.5073127 9.1430691 6.2202719 0.5549326 12.5834459 7.4035583 9.3022893 11.3284868 6.7298613 9.2184935 10.7163224 8.9515403 12.5959101 8.0102629 1.8768803 10.9653868 5.2964023 7.4558023 11.4994645 7.6237140 11.6526385 9.9659167 NA 9.7040475 0.8768803 0.24106000 0.25777000 1.46700000 0.60034000 0.00144710 0.00144710 -0.00022317 -0.00022317 0.58524000 0.58524000 1.44260000 0.00610900 0.00610900 -0.00940030 -0.65799000 -0.01623600 -0.01623600 0.00863670 0.00863670 0.03270400 -0.66374000 -0.00513970 -0.00595220 -0.00857660 -0.00857660 -0.00512270 -0.01876500 1.18750000 0.00458000 0.00000000 0.00000000 0.00000000 0.25777000 0.25777000 -0.67967000 -0.01133500 -0.66993000 -0.66993000 -0.66993000 -0.00484610 -0.00484610 -0.00484610 -0.05126200 0.00097064 0.00097064 -0.68815000 0.00144710 -0.00022317 -0.00022317 0.58524000 -0.00498440 0.62916000 -0.00526100 -0.00828290 -0.00401620 -0.00041585 -0.01623600 -0.01243800 -0.67002000 -1.18480000 -0.00172790 0.00427130 -0.00443120 -0.00456120 -0.00456120 -0.00595220 -0.00595220 -0.00857660 0.00722170 -0.00512270 -0.00512270 -0.58921000 0.13880000 0.13880000 -1.29290000 0.000 0.000 0.000 0.000 0.000 0.000 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.162 -0.589 0.000 0.241 0.241 -0.637 0.596 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 1.443 1.443 0.000 0.629 0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.162 -0.589 0.000 0.241 0.241 -0.637 0.596 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 1.443 1.443 0.000 0.629 0.134 0.000 10.724861 NA 10.928918 4.724863 11.097242 11.135896 11.375713 10.897010 8.223820 8.738571 10.625056 11.942953 7.449753 10.673228 13.067182 10.941876 5.166551 13.539999 9.705952 9.072605 11.398268 10.927256 11.613096 12.755947 13.620141 11.437196 -1.444969 3.198793 10.241436 10.836865 10.2127005 11.1569383 9.9445668 0.1398624 11.3917749 10.1942762 14.8016557 10.0025353 8.2536400 9.5329309 9.0467887 12.6940071 10.3061740 9.2247064 10.4318323 10.4279951 10.9286163 10.5261198 10.0730968 8.0979673 13.4853956 2.9472547 10.0974837 10.3929576 6.9429531 5.0143687 NA 9.3460984 NA 8.6777633 8.3181478 9.0726048 11.5255807 10.9590126 7.3878252 11.8081920 1.5549326 NA 8.5163852 8.8757361 8.0123161 3.5993297 9.9653868 11.8820670 6.2202719 12.8103329 10.7422875 11.1842921 7.6075034 10.7163224 8.0164150 9.8223074 10.4941474 NA NA 6.5828420 7.4538394 10.0868042 9.9493982 7.5264789 10.1483266 4.8587171 TCGA-BB-7866 40 0 NA 1368 head and neck NA tx nx NA male 2010 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 2 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7672468 NA 10.6294941 0.1741507 2.5892122 12.2095388 1.5891882 8.4125715 8.9312791 14.6620488 7.3606935 7.3340381 8.1647435 NA 9.0639243 8.3672815 6.1952767 6.2112556 11.5612867 9.5877948 6.8035241 NA 6.9066165 11.2794207 11.4419290 NA 9.6546205 10.4057881 11.1447522 10.4045877 -1.4108118 NA 3.6335940 9.6549976 -1.4108118 -1.4108118 12.9914171 7.4749008 9.2391610 11.5985082 8.0445318 5.5199413 12.1535921 3.2330597 NA 11.3611065 13.2761973 9.2221996 5.3573901 12.5896446 2.9111355 11.9622055 5.4471857 5.6660209 -0.4108118 NA 0.9111163 1.5891882 1.3965431 13.3155822 13.9145306 9.3120119 13.5459435 NA 5.3171231 9.8711344 5.5549878 1.9111163 9.5828505 11.2080487 1.5891882 16.6560504 11.8999592 NA 2.1741827 2.5892122 11.8455605 8.5184628 4.7986571 11.7823663 10.0840600 14.7491348 10.0248747 2.6766736 7.2861724 10.8743176 9.5412176 7.0770443 12.8262463 11.6122656 12.0038896 12.7460775 0.1741507 8.8264144 11.7474985 2.0486198 NA -1.4108118 7.7287559 7.2616295 9.1571605 9.5140169 2.0486198 2.9111355 4.3440899 8.3239140 NA 11.1528773 2.9815239 13.5866926 10.0484158 11.5497494 4.5434031 12.9503943 3.2330597 8.2420494 11.0204408 10.6298366 9.3957541 10.8237075 5.1891169 10.4017829 9.8542334 2.5892122 10.5600293 5.6444880 7.9533392 11.9887494 8.3085934 11.1564475 8.7402209 -0.4108118 10.6139978 0.9111163 0.00000000 -0.01257600 -0.00539920 0.56739000 -0.00180140 -0.00180140 -0.00359480 -0.00359480 0.01167900 0.01167900 -0.01271300 0.02791900 0.02791900 0.02791900 0.02791900 0.01447000 0.01447000 0.00291330 0.00291330 -0.01670400 -0.01670400 0.07570300 0.07671000 0.01535600 0.01535600 -0.00595220 -0.69676000 2.05890000 -0.07358700 0.01998100 0.00541390 0.00541390 -0.01257600 -0.01257600 -0.01257600 0.01181800 0.01181800 -0.70828000 -0.00539920 -0.01009400 -0.01009400 -0.02257900 -0.02257900 -0.00283720 -0.00283720 -0.00069303 -0.00180140 -0.00359480 0.00263570 0.01167900 0.02791900 0.02791900 0.00458000 0.00458000 0.00458000 0.01447000 -0.70523000 0.00291330 -0.01670400 -0.01670400 0.00438050 -0.70684000 -0.63263000 -0.68815000 -0.68815000 -0.69712000 0.07671000 0.01535600 0.03045100 -0.00595220 -0.00539920 0.05679800 -0.04034500 -0.06360000 -0.07358700 0.000 0.000 0.000 -0.705 0.000 0.000 0.000 0.000 0.000 0.000 -0.648 -0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.640 -0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.705 0.000 0.000 0.000 0.000 0.000 0.000 -0.648 -0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.640 -0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.8818136 NA 10.0719770 7.1928303 10.3239140 10.3217873 13.1627924 12.8753289 8.0321477 10.4444622 10.6267513 11.4589910 8.9312791 11.0365460 11.1049042 11.9631571 5.4082329 12.8262463 11.0437608 12.0038896 10.8374285 11.1573980 11.1497761 12.8773675 12.9489540 10.5839114 0.5891882 5.5892032 10.0243538 10.6938032 10.3598682 10.9747972 11.5833810 4.6977293 12.0370625 10.6680223 14.0272139 7.0238331 7.9445557 8.5506541 9.4526164 11.6584863 9.9317014 8.1437934 9.9970033 9.4013817 11.5612867 11.4479625 11.0664567 9.4595691 11.3611065 4.4960980 10.0989794 9.3120119 6.4595693 8.5607478 0.9111163 9.7919404 -1.4108118 10.0086380 8.6349642 12.0038896 12.7460775 11.6138247 11.7474985 11.8054955 0.9111163 -1.4108118 8.6442565 10.8737393 10.0017742 4.3171231 11.1528773 11.8420176 11.5497494 12.8764839 10.6706878 9.9874137 10.1909752 10.8237075 6.8884121 10.0001857 9.8246204 6.4284088 2.9815239 10.8282062 10.5296244 10.8612509 10.2411530 7.3239140 10.2117138 6.6060128 TCGA-BB-7870 58 0 NA 2016 head and neck stage iva t4a n0 NA male 2009 NA yes head and neck squamous cell carcinoma 40 NA 0 white not hispanic or latino 2 2 NA NA 2 2 1 2 3 2 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 4 0 4 6 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 2 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 7 0 0 2 0 0 0 0 0 0 0 0 0 6 0 4 8.045254e-06 2.739548e-06 6.0338723 NA 11.0629940 1.4792823 -0.1056285 9.3237288 7.2207517 4.5947635 8.9055492 15.2836291 6.6425153 7.2650092 9.7303723 NA 9.3517027 11.3442444 5.1231406 1.2162376 2.8943133 8.6102841 NA -1.1056285 1.8943327 3.2162531 9.7662271 NA 10.5117894 10.3037128 10.8038400 8.6822246 NA 0.8942939 1.8943327 7.5939289 6.2252383 NA 13.1578112 2.0642621 10.6119812 10.3511897 6.9441709 3.1422500 10.9607475 0.8942939 0.8942939 10.3414052 11.6881284 8.4698612 -1.1056285 12.1768312 8.0660994 10.6517120 7.0890786 5.2866409 NA -0.1056285 NA 4.1797260 3.6492131 15.1046318 15.4343142 10.5372762 11.4748161 NA -0.1056285 11.4970208 NA -0.1056285 8.2930656 11.4809272 NA 17.3898994 8.9684635 5.4334803 NA -1.1056285 12.0399357 5.2341717 2.5947635 9.1876787 11.7985802 13.6473819 10.1906646 5.3537538 4.0642448 11.9768036 9.5245891 NA 13.0478700 10.3670128 9.7350999 10.3598883 NA 9.3971537 9.1098549 5.8601062 NA NA NA 6.8886751 7.7303723 9.4886466 0.4793341 4.1422500 NA 2.2162376 NA 10.2720748 5.9923538 13.3627550 8.9090818 11.3163867 1.7016821 13.4609112 4.2518705 8.2780261 11.2847596 5.0028465 9.3881773 10.2190650 6.6492087 7.1183234 7.4257035 1.2162376 7.3455330 4.3205858 8.0890786 11.0165028 7.9359812 10.6862987 7.9387163 NA 10.4575182 NA 0.1981600 0.0515300 0.4317600 0.0600290 0.1558100 0.1558100 0.1125700 0.1125700 0.3891500 0.3891500 0.4358000 1.0403000 -0.6738900 0.2935800 -0.2914200 -0.2820400 3.6569000 0.1550200 0.1338300 -0.2736900 -0.3186700 -0.2956800 0.0414520 1.7560000 -0.1583500 -0.0116110 -0.0180780 -0.0461720 -0.0545550 -0.0361550 0.0210920 0.1231700 0.0178240 0.0178240 0.0515300 -0.3291300 -0.4108000 -0.4311600 -0.4311600 0.0960890 0.8996900 -0.6891500 -0.6891500 0.1349500 -0.3100300 -0.4314300 0.1533800 0.1125700 0.1125700 -0.5659500 -1.2929000 -0.2914200 -0.7519300 -0.2986600 -0.2686200 -0.3018100 -0.3023300 0.1125100 -0.3194900 -0.3194900 0.0000000 -0.0552290 -0.2885700 -0.3587400 -0.3587400 0.4312500 0.0068632 -0.1583500 -0.1583500 -0.0116110 0.6320700 0.0983040 -0.0811320 -0.0692600 -0.0545550 -0.299 -0.299 -0.282 -0.282 0.118 0.118 -0.274 0.000 -0.289 -0.359 -0.359 -0.371 0.000 1.324 1.221 0.000 0.000 0.000 0.100 0.000 0.000 0.000 0.327 0.000 0.000 -0.411 -0.411 0.000 -0.689 0.117 -0.193 0.156 0.156 0.113 0.113 0.389 0.389 1.040 0.749 0.000 0.000 -0.299 -0.299 -0.282 -0.282 0.118 0.118 -0.274 0.000 -0.289 -0.359 -0.359 -0.371 0.000 1.324 1.221 0.000 0.000 0.000 0.100 0.000 0.000 0.000 0.327 0.000 0.000 -0.411 -0.411 0.000 -0.689 0.117 -0.193 0.156 0.156 0.113 0.113 0.389 0.389 1.040 0.749 0.000 0.000 9.467969 -1.105628 9.225541 4.479282 11.084764 8.623943 8.195818 11.744704 8.727212 8.556100 10.126743 9.926368 8.028748 9.938033 8.838302 10.972473 4.168586 13.047870 10.322682 9.735100 8.953666 9.723252 10.730767 13.907070 13.475110 12.347721 NA 4.848518 8.445069 9.452743 11.4629906 11.6596080 10.5520870 NA 10.7708389 10.9135651 14.1286832 6.2252383 8.0287482 8.9976097 7.8801639 12.1222386 9.7290063 9.6583641 10.1762520 10.7421623 2.8943133 10.1779890 9.7716060 6.8886751 10.3414052 1.8943327 10.0100158 10.5372762 7.7429447 5.8012130 1.2162376 9.9824476 NA 8.5291330 7.8601062 9.7350999 10.3598883 11.2402815 9.1098549 11.1240420 -1.1056285 -0.1056285 9.5825722 8.1866437 9.4905118 1.8943327 10.2720748 11.3550338 11.3163867 14.2832473 12.0077385 12.1345170 7.9897192 10.2190650 8.5435782 10.3629460 9.5236786 0.4793341 1.2162376 6.8368368 7.8100517 10.0872312 8.5685140 7.8658656 9.1727713 4.7016766 TCGA-BB-7871 64 0 NA 750 head and neck stage iva t4a n2c NA female 2011 NA yes head and neck squamous cell carcinoma 5.1 1961 44 white not hispanic or latino 2 4 NA NA 2 2 1 3 1 2 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.348967e-05 3.467782e-06 10.6787321 -1.5619201 11.3824699 4.3686776 5.4266271 9.3841161 5.7777905 5.4152212 9.2052977 14.9445428 8.0172566 9.3470838 8.3005782 0.7598376 9.3745787 8.9925297 5.8888212 3.3921388 5.3083063 9.4223592 3.7233401 3.6473951 10.8116216 7.2549247 10.8449429 0.0229004 10.5568818 10.2229846 10.9174685 10.2771445 5.0229048 3.3601395 4.7047281 9.2342726 2.8302553 4.9615029 13.1787229 5.8891523 9.5971814 10.7863923 9.4400525 8.5451579 9.6894232 5.3327581 3.3448285 11.2684560 12.4978226 7.7710959 NA 9.6775392 4.9615029 10.5806860 7.3863083 5.3804559 -0.5621331 NA -0.5621331 1.4379202 0.0229004 15.3713317 15.3361541 10.4205779 11.8719174 NA 2.5253924 9.7542223 2.6858729 2.7598589 8.4796000 11.5731691 NA 15.0926048 9.9561021 1.7598802 2.8973760 4.8808863 11.5415565 7.9417666 1.7598802 10.3517165 11.2110800 14.9317962 9.1978290 8.5838729 4.6078629 11.3579214 9.7035558 3.8302553 13.1340107 10.3202017 10.6446499 11.2795051 NA 8.4008368 10.8173191 9.3113848 -1.5619201 NA 0.0229004 7.3388077 10.3716314 8.8725690 0.7598376 7.1174208 1.8973566 7.4351202 NA 10.9457354 8.0359933 12.6431995 8.7549690 9.8937817 2.2452827 12.7337815 5.8302579 9.2217575 11.7726331 8.2274744 9.6084918 9.8500660 6.0378544 13.1546531 10.2436847 2.6858729 10.1894848 10.5845094 8.0997186 11.5859406 8.4589208 10.9362914 8.0581606 0.0229004 10.2656804 0.0229004 0.0046040 0.0046040 2.6599000 -0.5501500 0.0086602 0.0086602 0.0150280 0.0150280 1.5625000 0.0179630 0.0126550 -0.5618600 -0.5618600 -0.0297210 -0.0982860 -0.0056757 3.6569000 0.0019881 0.0019881 -0.5204100 -0.5204100 0.0352420 -0.0393940 0.0162860 0.0176840 0.3626400 0.0341130 0.0341130 -0.1988700 -0.6397900 0.0036076 0.5320400 0.0046040 0.0046040 -0.0105080 -0.5650500 -0.5655500 -0.5655500 -0.5655500 -0.5568700 -0.5433000 -0.5433000 -0.5330700 -0.5501500 -0.5501500 0.0062481 -0.0098185 0.0150280 -0.0077482 -0.5655500 -0.5618600 -0.0297210 -0.5862800 -0.0052272 -0.0052272 -0.0056757 -0.5707300 -0.0291750 -0.5658500 -0.5204100 0.0447150 0.0206290 -0.5332700 0.0054139 0.0054139 -0.6123000 0.4039400 -0.5654500 -0.5608700 -0.7050500 -0.6262700 -0.6263600 -0.2024900 -0.2024900 -0.1988700 0.000 0.000 0.000 0.000 0.000 0.000 -0.520 0.000 0.000 0.000 0.000 -0.573 0.000 0.000 0.000 0.363 0.000 0.000 0.521 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.012 -0.543 -0.543 -0.550 -0.550 0.000 0.000 0.000 0.000 -0.566 0.000 0.000 0.000 -0.199 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 -0.520 0.000 0.000 0.000 0.000 -0.573 0.000 0.000 0.000 0.363 0.000 0.000 0.521 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.012 -0.543 -0.543 -0.550 -0.550 0.000 0.000 0.000 0.000 -0.566 0.000 0.000 0.000 -0.199 -0.199 10.471364 -1.561920 9.786127 4.245298 9.838287 9.793842 9.458226 11.180461 11.593075 9.248512 10.133604 11.835482 7.314458 10.478231 11.279702 10.556557 5.608067 13.134011 7.975159 10.644650 10.360897 10.877512 11.003043 12.756927 12.992470 13.138651 1.437920 1.759880 9.211080 11.534491 11.4542267 11.7072136 11.3824699 3.6078629 10.1435731 10.6268386 14.1005777 8.0636496 7.0672977 9.5006615 8.4823348 13.0786376 8.4721344 8.0636496 10.8361500 10.1478862 5.3083063 10.9167104 9.3870379 6.5464654 11.2684560 3.1928254 11.5990727 10.4205779 6.3979433 5.0378522 3.6858729 8.9702966 0.4379734 8.8473318 12.1189595 10.6446499 11.2795051 10.9182261 10.8173191 11.1825644 1.6078629 -1.5619201 7.5144087 10.3110003 6.4877886 5.4713631 10.9457354 11.7431476 9.8937817 11.6709612 10.3760502 10.3833846 9.3289650 9.8500660 9.7576129 9.1165410 9.8146089 0.0229004 0.0229004 7.7325616 8.6952934 9.7105706 10.0252495 7.8808845 9.9668832 5.8042627 TCGA-BB-7872 63 0 NA 1168 head and neck stage i t1 n0 NA male 2011 NA yes head and neck squamous cell carcinoma NA NA 0 asian not hispanic or latino 1 1 NA NA 1 1 2 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.323414e-06 9.016233e-07 8.2759927 NA 10.6656290 NA 4.5238254 10.4068823 1.8111011 4.3416229 9.2336388 17.7086271 6.1006140 8.9799182 6.9495209 NA 9.7099600 9.6084080 4.6855758 5.5953783 6.0505735 9.0537516 NA NA 5.0505713 9.5045938 10.9622643 1.9631042 11.1445107 10.6443483 11.0302753 11.1199514 NA -1.3588239 4.1647461 9.8262741 NA NA 15.6909665 6.0420621 9.0377866 11.4213114 7.3241760 4.7704644 11.7682089 3.6855814 NA 12.4032523 13.1723805 10.0334993 0.6411761 12.1184341 6.3968034 11.8129841 7.1006129 5.6746047 -0.3588239 0.6411761 NA 2.8891036 0.2261386 16.4855746 16.9749187 10.5652520 12.3802240 NA 3.2261386 11.8070309 NA 3.8506394 9.6876238 11.5600450 -0.3588239 19.0545855 11.0592979 NA 0.9631042 0.2261386 11.4647481 7.8408541 3.3960636 10.7948921 10.2800701 15.1462490 9.4233609 5.8210903 4.2850396 11.1350372 9.8266767 3.7704696 12.7399475 7.4549630 9.5645093 10.6080477 NA 8.3994048 11.1327844 6.4225408 1.6411761 4.4740726 3.6411761 7.2448081 10.0425947 8.9323524 NA 1.2261386 NA 5.1647420 0.6411761 11.5822294 NA 13.0592320 10.3884056 11.2689436 1.8111011 12.6177459 7.4960500 8.7072711 11.5175069 9.1764572 9.6105683 10.0861966 13.4074519 10.3780065 11.4064679 2.7286389 8.7018779 5.1647420 9.4913687 11.9678921 7.9698567 12.1767002 9.0420612 NA 9.7470903 -0.3588239 0.0000000 0.0000000 0.4099400 0.0026357 -0.0053992 -0.0053992 0.0076392 -0.0129890 -0.0260300 0.3938000 0.3956400 -0.3888400 -0.3888400 -0.3888400 0.4137900 -0.0030475 -0.0030475 0.0019418 3.0382000 -0.0039244 0.0068287 0.0111210 -0.0197520 0.0097276 -0.3994100 -0.4464200 0.3906500 0.3820400 0.0140510 -0.0033243 -0.0054816 -0.0054816 0.0000000 0.0000000 0.0000000 -0.4157500 -0.4157500 -0.4157500 -0.4157500 0.0257520 -0.0286280 -0.0286280 -0.4074900 0.0040243 0.0040243 0.0040243 -0.0053992 -0.3777500 -0.3856000 -0.4141000 -0.3888400 0.0322810 -0.0275350 -0.3051000 0.0016642 -0.0278080 -0.0030475 0.0109820 -0.0107670 -0.0039244 -0.0030475 -0.0030475 0.0111210 0.0097501 0.0097501 -0.0197520 -0.0135400 -0.3994100 -0.3994100 -0.4464200 0.3270500 0.0062481 0.0164250 0.0164250 0.0075000 -0.278 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.399 0.000 0.000 0.000 0.000 0.382 0.382 0.000 0.000 0.000 0.000 -0.416 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.006 0.394 -0.389 0.000 0.000 0.000 -0.278 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.399 0.000 0.000 0.000 0.000 0.382 0.382 0.000 0.000 0.000 0.000 -0.416 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.006 0.394 -0.389 0.000 0.000 0.000 11.4211063 NA 10.4965564 6.9540648 12.3722887 10.8063997 10.0238058 10.7975810 7.4835320 9.6120067 9.5895491 12.4902936 9.0882651 10.9395308 13.4656434 12.8699254 5.0497222 12.7399475 8.1764569 9.5645093 10.8411608 10.8095405 11.9336472 12.0942865 13.3840701 6.6910302 0.6411761 1.4485310 9.9167243 10.1681700 11.2275525 11.7439777 12.0163570 0.2261386 11.0540163 10.6130845 13.9816498 9.4937114 6.2778063 8.5570612 8.6055225 12.0376528 8.2831791 8.6369490 10.7015400 9.4307153 6.0505735 10.6739163 7.6773553 6.5115471 12.4032523 1.4485310 11.1252494 10.5652520 5.2850396 6.1647440 -1.3588239 10.0763311 1.2261386 9.5352415 12.3476778 9.5645093 10.6080477 11.5984652 11.1327844 11.1866290 -0.3588239 2.7286389 8.2143934 10.8923683 5.7909284 5.3136087 11.5822294 11.8904434 11.2689436 12.1443864 10.6390669 10.6062446 8.8627691 10.0861966 7.7099599 9.0334993 10.7607714 1.6411761 -1.3588239 2.4485310 8.6179607 9.5488236 10.2242646 7.6552023 11.0042214 4.8506344 TCGA-BB-8596 69 0 NA 2161 head and neck stage iva t4a nx mx female 2005 NA yes head and neck squamous cell carcinoma 50 1955 NA white not hispanic or latino 2 1 NA NA 1 1 3 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2.462125e-06 1.213724e-06 12.0830856 NA 10.7855600 4.9505197 6.6150970 10.5168145 4.6053817 8.3325665 8.6673915 15.3201845 7.2662937 7.7534809 7.7357787 3.8553619 8.8430118 8.2877124 5.4833902 6.6905498 3.5658530 8.2161075 1.3959402 -0.6040598 10.9567391 12.2228743 11.0357216 -0.6040598 9.8767189 10.1306383 10.2808623 10.2967954 0.9809027 NA 5.9505174 9.0084101 0.3959402 4.7178573 12.8907843 7.0179809 8.7817911 11.6821976 9.2476776 8.0143140 11.5418608 5.9037228 -0.6040598 13.2470921 12.1719504 8.4860410 1.9809027 10.0271058 5.4093909 12.1017770 7.4015528 6.6438562 NA NA 1.9809027 0.3959402 -0.6040598 14.5565868 14.8275944 9.9214494 12.4610082 NA 6.4293515 9.7545799 3.2032795 5.4403244 9.2539096 10.7507290 4.0397876 16.4090878 11.8972683 NA 2.9808844 5.5658530 11.6612507 9.5161665 4.8553619 11.1033353 9.8997545 16.0059009 9.0736483 6.7882459 4.7534815 10.5795641 9.8367979 7.9921186 12.0236905 9.1805636 10.5322791 12.0379804 NA 8.6650555 10.4606714 6.6905498 NA NA 3.3959265 7.2351325 9.1118907 10.3501250 3.4833902 7.5354799 4.6053817 5.5456750 NA 10.7567758 3.9194926 12.5020008 9.8400843 10.7234813 5.1238483 13.1646299 2.9808844 8.2724455 11.1817898 8.6223407 9.1424431 10.4660564 9.4740795 13.0658103 12.0397849 0.3959402 9.2755118 8.1441213 8.9253592 11.4512111 8.3058219 12.6250479 8.8817579 2.2032951 8.8491993 2.9808844 0.12800000 0.12800000 0.30937000 0.45820000 0.00000000 0.00000000 0.28295000 0.28295000 0.21822000 0.21822000 0.21822000 -0.10473000 -0.12720000 -0.03163200 -0.03163200 -0.12616000 1.55460000 -0.12356000 -0.12356000 -0.10854000 -0.10854000 0.10002000 0.04755200 -0.04822800 -0.04822800 -0.14000000 -0.01468300 -0.01468300 0.12564000 0.23148000 0.21387000 0.21387000 0.12800000 0.12800000 0.12800000 -0.28049000 -0.28049000 -0.28049000 -0.28049000 -0.13524000 -0.13419000 -0.13419000 -0.13419000 -0.26913000 -0.26913000 -0.26913000 0.00000000 0.28295000 0.28295000 0.21822000 -0.54128000 -0.03163200 0.00458000 -0.00019209 -0.00019209 -0.12616000 -0.12408000 -0.12356000 -0.10854000 -0.10854000 0.03976100 0.03976100 0.10002000 -0.12265000 -0.12265000 0.04755200 0.04755200 -0.04822800 -0.17254000 -0.14000000 -0.14000000 -0.11835000 -0.15388000 -0.15388000 0.12564000 0.000 0.000 -0.126 -0.124 -0.124 -0.124 -0.109 0.000 0.100 -0.123 -0.123 0.000 0.000 0.000 0.000 -0.140 -0.140 0.214 0.214 0.000 0.000 -0.118 0.147 0.128 0.128 -0.280 0.309 -0.134 -0.134 0.458 -0.269 0.000 0.000 0.283 0.283 0.218 0.218 0.000 0.000 -0.154 -0.028 0.000 0.000 -0.126 -0.124 -0.124 -0.124 -0.109 0.000 0.100 -0.123 -0.123 0.000 0.000 0.000 0.000 -0.140 -0.140 0.214 0.214 0.000 0.000 -0.118 0.147 0.128 0.128 -0.280 0.309 -0.134 -0.134 0.458 -0.269 0.000 0.000 0.283 0.283 0.218 0.218 0.000 0.000 -0.154 -0.028 11.5842084 0.9809027 9.5870990 5.9505174 11.6053821 11.8284393 10.5614638 11.5977463 10.7644352 9.8594531 10.9096563 12.0918094 8.5733484 10.1297913 11.3181414 10.2577910 5.5680564 12.0236905 10.0198102 10.5322791 10.5011825 10.0261959 11.3895747 12.6830509 12.2290164 9.2016726 1.3959402 5.6053817 9.4926438 10.1204425 10.991186 12.058375 11.759516 2.855352 11.656848 10.552644 14.056086 9.188719 7.629548 8.140762 9.361713 11.478743 9.151751 8.266293 10.086800 8.558320 3.565853 10.720109 9.089416 8.456625 13.247092 3.395927 10.472076 9.921449 5.150816 6.871663 2.717846 10.254687 NA 9.108456 11.905456 10.532279 12.037980 11.346120 10.460671 11.117882 4.753482 2.565865 8.829618 10.919981 6.407156 6.164112 10.756776 10.999555 10.723481 12.067912 10.242203 10.024374 10.207303 10.466056 7.653317 10.058597 11.015333 4.788247 NA 8.092896 9.911175 10.063927 9.891784 7.407156 10.552644 5.039783 TCGA-BB-8601 84 0 NA 624 head and neck stage iii t3 n1 mx male 2010 NA no head and neck squamous cell carcinoma NA NA 1 black or african american not hispanic or latino 2 4 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 6 0 0 1.768569e-06 6.588786e-07 6.9820809 NA 11.6985680 NA 1.6892992 9.2361936 6.8268027 5.1747260 8.9238771 12.9444459 7.7027614 8.8040826 8.9007008 NA 8.2862343 9.1811523 4.9820809 1.9523336 10.9816209 9.4927845 5.2253521 NA 6.7510754 0.9523336 10.1012339 0.9523336 9.9248349 10.0300396 10.5688825 8.2652165 4.3215674 3.4446141 5.4117652 7.3823958 NA NA 13.0943343 3.0678108 10.2765142 10.7682506 9.6009907 3.6152986 10.7396921 7.0538716 3.5372961 11.1388606 10.4521796 7.2742617 NA 11.8729346 8.9015379 10.3201124 7.2500141 1.9523336 NA NA NA 0.9523336 NA 13.1964001 11.4522925 11.1172406 10.9007009 NA 1.9523336 9.9343766 4.3673711 -0.6326289 8.4441867 12.6054773 NA 17.3438961 7.1811523 NA 0.9523336 2.1747260 12.1943168 5.2981084 0.3673711 9.5454881 10.8405695 13.8560900 9.2408152 7.8672170 1.3673711 11.8776408 9.4199391 2.1747260 13.0909254 10.3792972 10.5621280 9.4049180 NA 8.6200365 9.3259238 7.6434955 NA NA NA 5.7936358 9.2469543 9.8652231 0.3673711 0.3673711 -0.6326289 8.0076160 -0.6326289 9.4706589 8.0850475 13.0606403 9.1710019 10.5627434 0.9523336 12.7677169 7.0255825 8.9181179 10.8815921 4.8909330 8.7336933 10.2988474 5.6341576 11.7063860 6.7596885 2.9523336 7.9894229 3.4548339 8.9691419 10.3715916 8.2034214 10.2944083 8.6802540 NA 11.0647731 NA 0.0173340 0.0173340 1.1444000 0.5606300 0.0294660 0.0294660 0.5149000 0.4990800 0.4460600 0.5093300 0.5093300 -0.5693700 -0.5599700 -0.5850200 0.4812200 0.0000000 0.0000000 0.0467000 0.0467000 -0.5722900 -0.5722900 -0.0069195 0.4768400 0.4708400 -0.4998300 0.3685400 -0.5079500 -0.5321900 -0.1573300 -0.6031700 -0.5835000 -0.4091500 0.0173340 0.0173340 -0.5851000 -0.5987600 -0.5987600 -0.5878400 -0.5878400 -0.6061400 -0.5267500 -0.5157900 -0.5332700 -0.5770400 -0.5948800 -0.5948800 0.0294660 0.4990800 0.4990800 0.4460600 -0.5599700 0.4828500 -0.4975700 -0.5099900 -0.4973600 0.0000000 0.0189430 -0.0073339 -0.5722900 -0.5722900 0.5128100 0.5128100 -0.0069195 -0.5181300 -0.5181300 -0.5507600 0.4768400 -0.4998300 -0.5431400 0.3685400 -0.6241700 -0.5687300 -0.0984180 -0.0984180 -0.0984180 -0.510 -0.510 0.000 0.000 0.000 0.000 -0.572 0.513 0.000 -0.543 -0.543 0.488 0.488 -0.029 -0.500 0.369 -0.256 0.005 0.566 -0.532 -0.532 -0.569 0.556 0.000 0.000 -0.588 0.391 -0.527 -0.527 0.561 -0.595 0.000 0.000 0.515 0.515 0.509 0.509 -0.560 -0.079 0.000 0.000 -0.510 -0.510 0.000 0.000 0.000 0.000 -0.572 0.513 0.000 -0.543 -0.543 0.488 0.488 -0.029 -0.500 0.369 -0.256 0.005 0.566 -0.532 -0.532 -0.569 0.556 0.000 0.000 -0.588 0.391 -0.527 -0.527 0.561 -0.595 0.000 0.000 0.515 0.515 0.509 0.509 -0.560 -0.079 0.000 0.000 10.306950 NA 9.788647 4.576824 11.090179 10.282496 10.022902 11.022455 9.046851 9.248485 11.555342 10.866719 6.615299 9.486312 12.674999 10.810833 4.211861 13.090925 8.826803 10.562128 10.421975 9.644659 11.517372 13.096276 12.976896 13.958367 NA 3.067811 9.664287 9.993993 11.6850664 11.8820852 7.4495201 NA 10.0617291 10.8190974 13.8747923 8.7682505 8.2408152 9.6745721 8.9142655 12.8418376 9.8646741 8.6642873 10.0503658 11.5385480 10.9816209 10.5516267 10.3439353 6.9820809 11.1388606 2.8268027 10.4341331 11.1172406 5.4966541 3.7596885 4.9523336 9.7852237 NA 8.2346498 10.2825036 10.5621280 9.4049180 10.6247590 9.3259238 11.2761391 5.8909330 NA 9.2753284 7.9857566 6.2862343 3.8268027 9.4706589 10.6585419 10.5627434 12.4890666 10.7188626 12.1033502 7.1222586 10.2988474 7.5322780 10.5737751 9.5949870 -0.6326289 NA 6.5372961 7.8868111 9.1731149 9.3374770 5.8268027 9.5410482 5.0952915 TCGA-BB-A5HU 47 0 NA 782 head and neck stage iva t4 n2b m0 male 2012 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 3 NA NA 3 3 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5.340384e-06 1.941958e-06 10.7732287 -0.2022399 10.8802208 4.8421341 5.6306297 10.9900318 NA 5.1015198 9.7728704 15.1670126 8.4541640 9.0373375 7.3368975 NA 9.8448630 9.1695157 5.1196674 6.3675947 8.9411222 9.8414499 -1.2022399 NA 12.3846960 11.6179180 11.2310636 2.2571615 10.7354806 10.0592463 10.3794104 10.7027499 -1.2022399 NA 4.1196633 8.9561972 NA 5.1900577 13.2934067 3.3213076 9.2386082 10.9186248 6.8852022 7.3789399 11.5076844 3.3213076 NA 13.3995678 12.4937285 9.2510096 -0.2022399 9.5659233 5.0279016 12.3072666 5.9676643 6.0738631 NA NA NA -0.2022399 -1.2022399 14.2303785 15.0298888 10.2255756 12.9701665 -1.2022399 4.9474838 10.5192655 NA 2.7046285 8.4124488 10.4013654 NA 17.5374405 11.0406154 -1.2022399 1.3827226 1.6051150 12.5874764 6.8957716 5.8201075 10.9306082 10.3198300 16.9009397 9.2925945 6.3976524 5.9062629 11.7555666 10.0980916 5.9166797 11.2672740 8.9334484 9.2187519 12.0681804 NA 8.3035506 10.6623121 6.2895929 -0.2022399 NA 3.3213076 7.2323672 9.5434133 10.4890463 NA -1.2022399 -1.2022399 3.3213076 NA 11.0298601 -1.2022399 12.4495755 10.4073380 10.1448067 2.7977393 13.1650855 9.7821574 8.1640612 11.2445639 10.0929340 10.1111890 10.1394746 7.0456668 12.5261910 11.2071300 0.7977601 10.6902819 6.7461058 8.0715348 11.6187157 8.1552908 12.2056706 9.8187189 3.7977393 9.3779976 0.3827226 0.04089200 -0.04549900 0.24918000 0.27237000 0.19314000 0.19314000 3.65690000 0.07196600 0.05651300 0.86374000 1.17970000 -0.29011000 -0.29011000 -0.30132000 -0.30132000 0.00013863 3.65690000 -0.04061600 -0.04061600 -0.32436000 -0.06115200 -0.02301800 -0.05280700 0.82275000 -0.01298900 0.00569190 0.27490000 0.27490000 0.53116000 0.03610100 0.15911000 0.15911000 -0.02227400 -0.68360000 -0.04549900 -0.32681000 -0.32681000 -0.32681000 -0.32681000 0.08132200 0.08132200 0.08132200 0.08132200 -0.09670400 -0.09670400 -0.09670400 -0.03585700 0.23597000 0.23597000 -0.35863000 -0.29011000 -0.30132000 -0.29035000 -0.29035000 -0.01642900 0.00013863 -0.32054000 -0.04061600 -0.32065000 -0.32065000 0.74309000 0.74309000 -0.02301800 -0.02188700 -0.02188700 -0.13355000 0.13658000 -0.01298900 -0.01298900 -0.31681000 0.00000000 -0.13186000 -0.20062000 -0.20062000 0.53116000 -0.274 0.000 0.000 -0.321 0.000 0.000 0.000 0.743 0.000 0.000 0.000 0.000 0.000 0.823 0.000 0.000 0.000 0.110 0.110 0.275 0.275 -0.132 0.368 0.000 0.000 -0.327 0.249 0.000 0.000 0.272 0.272 0.000 0.193 0.000 0.000 -0.324 0.000 -0.301 -0.301 -0.492 0.040 -0.274 0.000 0.000 -0.321 0.000 0.000 0.000 0.743 0.000 0.000 0.000 0.000 0.000 0.823 0.000 0.000 0.000 0.110 0.110 0.275 0.275 -0.132 0.368 0.000 0.000 -0.327 0.249 0.000 0.000 0.272 0.272 0.000 0.193 0.000 0.000 -0.324 0.000 -0.301 -0.301 -0.492 0.040 10.9940337 NA 9.3792126 5.3976524 11.3195848 15.0378399 10.6510486 11.3305819 10.8277164 8.8543766 11.5530439 11.5615738 7.9449439 10.7154841 9.2622847 10.3252161 5.7063123 11.2672740 8.6650178 9.2187519 10.0438858 10.4429471 10.0963744 13.4359673 12.2431419 5.9270218 -0.2022399 2.3826949 8.9334484 9.9231524 11.4962266 12.2715716 10.8762235 0.7977601 11.4009017 11.2150641 15.2415553 9.7068821 5.8745535 8.7750189 9.7262573 11.9832339 9.1236853 8.6619252 10.2081903 8.8201068 8.9411222 10.9651572 8.6083106 6.6494876 13.3995678 4.1900538 11.2341903 10.2255756 6.3827018 6.2489503 -1.2022399 10.9819945 NA 8.5171280 8.0023104 9.2187519 12.0681804 11.6379269 10.6623121 11.3843443 0.3827226 -0.2022399 8.1128888 11.6862920 5.9974121 1.9676482 11.0298601 11.8946188 10.1448067 11.9307206 10.4147473 9.5978300 9.5239573 10.1394746 7.6274617 9.8530215 10.6487072 0.7977601 NA 0.3827226 8.7258427 10.2140088 10.4411443 7.2406826 10.0259565 5.1727795 TCGA-BB-A5HY 64 1 321 308 head and neck stage iva t3 n2b m0 male 2012 NA yes head and neck squamous cell carcinoma 40 1972 3 white not hispanic or latino 1 4 NA NA 2 3 2 2 2 3 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 5 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6.276685e-06 1.837924e-06 10.0042330 NA 10.4786426 -1.1574636 3.7004508 10.8789882 -0.1574636 4.2000256 9.0173969 15.5286434 6.9820227 9.3855031 9.2294115 NA 9.2718778 10.3008778 5.0081821 2.0123899 9.8991088 9.2729237 NA NA 8.6706077 4.4863282 10.3187110 -0.1574636 11.0739924 10.4781893 9.9152736 10.7066573 NA 1.1644001 3.0903962 8.5484490 NA NA 13.8212710 4.1278726 10.4090009 13.0848266 6.0998590 5.9299330 12.2085201 4.8197499 -0.1574636 13.6044379 11.9686916 8.0974997 NA 10.2109776 3.6964613 11.5958969 8.5737903 4.0903962 NA NA NA -0.1574636 2.7493626 14.7406464 14.8201634 11.8259992 12.7593769 NA 0.4273916 9.8592795 -0.1574636 4.0123988 9.6490208 10.4645230 NA 17.2110885 12.2587409 NA -1.1574636 -0.1574636 11.0540553 6.3100765 4.4863282 10.9976689 10.5095827 14.4757786 9.7136063 6.9405027 3.4274319 11.9714321 10.4686365 2.3019095 12.1896427 8.7281675 9.9555622 10.5006827 NA 8.5839380 11.3047178 8.9219561 -1.1574636 NA 0.4273916 6.7312145 9.7768992 7.6658383 -0.1574636 -1.1574636 NA 5.7966678 1.1644001 10.6745700 6.4198995 12.7935737 9.0105289 9.8800181 3.5429142 13.1291011 7.3343242 8.2109776 12.2238789 6.7372893 10.3202294 8.8455813 6.5567160 10.6634479 11.1485328 2.5429019 7.6433714 5.0322948 8.3932180 11.7886464 8.3758010 12.6186986 9.0322957 -1.1574636 7.5289713 NA -0.0403960 0.6564500 2.6567000 -0.1201700 0.7850400 0.7850400 3.6569000 0.6198800 -0.1329000 2.2117000 1.9093000 -0.1374200 -0.1093300 -0.1080900 1.6767000 0.9162200 0.0000000 0.4305800 0.9713100 -0.5080800 0.6135300 -0.1097200 -0.1383300 0.5285300 -0.1117700 -0.1384600 0.9222900 0.9475200 1.2830000 -0.1266800 -0.1133900 0.5048100 -0.0403960 -0.0403960 -0.1244700 1.9616000 -0.0522610 -0.1536200 -0.1536200 -0.0029091 -0.1173000 -0.1173000 -0.1173000 -1.2929000 -0.1304400 0.9581600 -0.1547700 -0.1916200 0.0083351 -1.2929000 -0.1093300 -0.0056757 -0.4940200 -0.4940200 0.4208300 0.9162200 0.0000000 0.3781200 -0.7386200 -0.2646500 0.6642000 0.5239800 0.4751200 -0.1208200 -0.1208200 0.2165300 0.4655300 -0.6877900 -0.7008100 -0.1384600 0.9680200 -0.1173000 0.4075100 0.3762700 -0.5705100 -0.073 0.421 0.916 0.000 0.378 0.378 -0.265 0.606 0.000 -0.121 -0.121 0.217 0.217 0.417 -0.112 -0.135 -0.135 0.391 0.505 0.948 0.948 -0.117 -0.125 0.000 0.000 0.000 0.430 -0.117 -0.117 -0.140 -0.140 0.733 0.000 0.466 0.466 -0.127 0.967 0.000 0.000 -0.149 -0.525 -0.073 0.421 0.916 0.000 0.378 0.378 -0.265 0.606 0.000 -0.121 -0.121 0.217 0.217 0.417 -0.112 -0.135 -0.135 0.391 0.505 0.948 0.948 -0.117 -0.125 0.000 0.000 0.000 0.430 -0.117 -0.117 -0.140 -0.140 0.733 0.000 0.466 0.466 -0.127 0.967 0.000 0.000 -0.149 -0.525 10.739939 2.164400 9.568468 5.366032 9.707431 14.233164 9.224014 10.225635 8.855096 8.527220 12.037228 9.945103 6.935229 10.435862 10.964328 10.979783 6.431486 12.189643 8.484523 9.955562 10.069485 10.787915 10.570392 14.017857 12.634143 8.848096 NA 2.542902 9.006121 9.522831 10.480907 11.969659 10.895718 -1.157464 10.781683 10.866226 13.372327 7.471828 5.051925 9.753863 8.324271 12.028431 10.208985 8.464523 10.760589 10.727786 9.899109 9.619726 9.266637 5.182323 13.604438 -1.157464 10.272401 11.825999 6.071291 4.749363 NA 9.527220 NA 8.385503 10.385986 9.955562 10.500683 10.472283 11.304718 11.694806 6.412326 NA 6.373852 9.744846 3.012390 5.217510 10.674570 11.778189 9.880018 12.709364 10.953933 10.124980 9.609000 8.845581 8.004863 10.215880 10.045207 -1.157464 NA 1.164400 8.495406 9.339325 8.961412 6.514897 9.426494 5.542911 TCGA-BB-A5HZ 65 0 NA 827 head and neck stage iva t4a n1 m0 male 2012 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 2 NA NA 3 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 1.699213e-06 1.005657e-06 7.37157367 NA 10.14201194 1.09078570 4.70551351 10.17428232 8.18355996 4.30025554 8.87707243 15.26276156 6.98562111 7.70182764 7.97038606 NA 8.73285460 9.73826135 5.59859746 2.89815030 8.21233636 8.26572849 NA -0.90914657 9.67858042 4.41273411 10.94216156 NA 10.71970411 10.23800782 10.40765017 9.91735149 -0.90914657 0.09085343 2.99768984 9.10574407 -0.90914657 NA 12.64838630 4.79124105 9.44229434 11.20941961 11.81510362 5.70551351 12.66255559 1.09078570 NA 11.19769299 11.36343273 7.61436459 -0.90914657 11.69210947 8.51046828 11.46774227 6.13519624 4.70551351 NA 2.41991637 NA 3.99768984 2.89815030 14.21128383 14.63488443 10.11663455 12.57914521 NA 4.33873104 10.63093098 NA 1.67577078 8.93472407 10.91456819 0.09085343 17.85676559 8.69813338 6.29047601 -0.90914657 NA 11.95266529 6.56653663 8.77028298 10.74117707 10.92408838 15.09783021 9.63673264 NA 2.67577078 11.60674910 9.47989644 3.33872391 11.48526565 5.28062603 10.07308354 11.29995167 NA 8.17028763 9.86970148 5.33873104 NA NA 1.41272734 7.11870856 8.32681730 7.84234720 0.09085343 0.09085343 NA 1.67577078 NA 10.65256824 5.83226978 12.59624237 9.65031383 10.41385775 2.26071822 12.72015955 2.79125147 7.78080089 11.39629475 6.65304568 9.08374125 10.16427504 5.85898804 10.20193864 10.33219032 NA 10.65542876 4.84569076 8.30025645 11.32352364 8.14879483 11.75191297 8.96885396 NA 12.34228536 -0.90914657 0.0000000 0.0000000 -0.1709400 -0.0934030 0.0723960 0.0723960 0.0955080 0.0955080 -0.2873600 0.7860100 0.8146300 0.2038400 0.2621600 0.2399100 -0.1821900 -0.0773450 -0.0773450 0.0613650 -0.0066911 -0.1755000 0.4169700 0.0081959 0.0432990 1.8280000 0.0015255 -0.5541600 0.0549450 0.0549450 0.7094500 0.2997900 -0.2090800 -0.2090800 0.0000000 0.0000000 0.0000000 -0.1857500 -0.1857500 -0.1857500 -0.1709400 -0.1699300 0.2568300 0.2568300 -0.5258300 -0.0934030 -0.0934030 -0.0934030 0.8133700 0.0955080 0.0955080 -0.4369100 0.2621600 -0.1821900 0.3982800 0.3982800 0.3982800 -0.0773450 -0.0773450 -0.0066911 -0.1755000 -0.1755000 0.1319900 0.1327300 0.0081959 0.0920250 0.0920250 0.0136320 0.0432990 0.0015255 -0.5114600 -0.4792300 0.0055529 -0.2153000 -0.0085766 -0.0085766 -0.0085766 0.398 0.398 0.000 0.000 0.000 0.000 -0.176 0.133 0.000 0.000 0.000 0.000 0.000 1.826 0.000 0.000 0.000 0.084 -0.209 0.000 0.000 -0.155 0.000 0.000 0.000 -0.171 -0.171 -0.170 0.087 0.000 0.000 0.000 0.000 0.000 0.000 -0.103 0.485 0.240 0.058 0.000 0.000 0.398 0.398 0.000 0.000 0.000 0.000 -0.176 0.133 0.000 0.000 0.000 0.000 0.000 1.826 0.000 0.000 0.000 0.084 -0.209 0.000 0.000 -0.155 0.000 0.000 0.000 -0.171 -0.171 -0.170 0.087 0.000 0.000 0.000 0.000 0.000 0.000 -0.103 0.485 0.240 0.058 0.000 0.000 10.3014742 5.8050473 9.0119149 6.4658423 10.1562191 10.5512333 10.2867903 12.8776851 9.3014742 8.3991420 11.4433982 10.3026912 7.5001942 10.2149242 12.2252293 10.1881767 5.7808009 11.4852657 9.4036859 10.0730835 9.9125770 9.4991327 11.2313132 14.1085826 12.3574431 8.8119022 -0.9091466 4.3387310 9.2806274 9.2769172 10.40255123 11.46176274 10.84985887 NA 11.51732978 10.06090881 13.65041783 7.79470633 6.41273073 9.26323046 8.85733195 10.09993174 8.63000059 8.92843073 10.50760042 9.22651214 8.21233636 10.46149029 8.97344597 6.40368527 11.19769299 1.67577078 10.42730949 10.11663455 6.88521926 4.58265836 NA 9.77905317 0.09085343 9.23927941 8.46149050 10.07308354 11.29995167 10.82508917 9.86970148 11.49301560 4.17826846 NA 7.32442270 7.99769379 5.81872277 2.26071822 10.65256824 11.38110981 10.41385775 13.37577159 11.14506805 9.88440622 8.26822243 10.16427504 7.86887995 9.53374652 10.12628941 2.09081956 0.09085343 2.89815030 7.57639062 9.39686461 9.74364792 6.49168317 10.49647623 5.22008613 TCGA-BB-A6UM 52 0 NA 393 head and neck stage iii t1 n2 mx male 2010 NA yes head and neck squamous cell carcinoma 105 1975 NA white not hispanic or latino 3 5 NA NA 2 4 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1.941958e-06 7.975899e-07 7.0867891 NA 10.1631998 NA 1.7253485 10.3086239 7.4040303 6.2833273 8.0730763 16.9267031 6.1099957 8.9487976 8.9858596 -0.4445765 9.5497606 8.9445007 5.4488910 2.4622879 13.0506376 8.5455113 NA NA 4.3882998 0.5554235 11.1003715 -1.4445765 10.3910628 10.6997467 11.0967458 10.9124092 NA 1.5554235 1.5554235 8.9045004 -1.4445765 NA 12.5487878 4.1403697 9.5262320 10.9586855 7.0671600 3.5998058 12.7046779 -1.4445765 NA 11.2547627 12.9370853 8.7415213 0.8773516 11.9487976 6.2488934 11.1297641 4.5096008 5.5326879 NA -1.4445765 -1.4445765 2.4622879 NA 16.4468107 16.9747048 11.3851299 12.2975060 NA 0.8773516 9.4502250 NA 5.0472592 9.2313642 12.0191869 1.1403860 18.8735053 10.4234580 -1.4445765 0.1403860 -0.4445765 11.5226334 6.6268698 3.6428748 10.5323220 10.7022940 14.3875802 8.8974819 1.3627785 6.4861448 10.7343831 10.2401558 1.8773516 12.5999788 9.0372065 10.5128720 10.7143323 -1.4445765 8.6335580 11.4201737 5.8952566 NA NA 0.5554235 7.3530683 9.1847638 10.2769336 0.5554235 2.8033304 NA 5.3367654 NA 10.5585737 -1.4445765 13.2990319 9.5749006 11.2278325 1.3627785 13.5165403 6.2558463 8.8829597 11.0882501 4.2558481 10.0009394 9.8638429 9.3408595 7.5722151 8.2951876 2.3627504 11.1770012 4.3367690 8.1682755 11.4596654 8.2833278 11.4120272 8.2593106 NA 11.3573175 0.5554235 -0.00960300 0.00055459 1.68190000 -0.01417500 0.04556600 -0.03383400 -0.00055444 -0.00055444 -0.00013862 -0.00013862 -0.00013862 0.01600600 0.00298920 0.00298920 0.03919500 0.01237600 0.01237600 0.03298600 -0.00069380 -0.03813500 -0.03813500 0.03933700 0.02960600 0.01279500 0.01279500 -0.00791210 0.02806000 0.03016900 0.69596000 0.04160000 0.02365900 0.01021000 0.00055459 0.00055459 0.00055459 -0.00871460 -0.00871460 -0.00871460 -0.05449600 -0.01119800 -0.01119800 -0.01119800 -0.03570800 -0.01417500 0.00000000 0.00000000 0.01262600 -0.00055444 -0.88571000 -0.00013862 0.00298920 0.00298920 -0.00018867 -0.00018867 -0.00018867 0.01237600 -0.85876000 0.01195800 -0.00765600 0.02595200 -0.84275000 -0.87244000 0.02777800 0.02791900 0.02791900 0.02960600 0.02960600 -0.02646100 -0.00553750 0.04315700 0.79975000 0.02749700 -0.51486000 -0.51486000 0.47632000 0.000 0.000 0.000 -0.859 0.000 0.000 0.000 -0.843 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.515 -0.515 0.000 0.000 0.000 -0.859 0.000 0.000 0.000 -0.843 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.515 -0.515 10.9236407 NA 9.3967356 7.5298217 8.8268700 9.0661516 11.7258017 12.3244185 6.7203140 9.4802197 11.5166759 9.1992633 9.1138278 10.6365576 11.2922318 12.1050715 6.7086549 12.5999788 9.9821960 10.5128720 10.6025310 10.1797457 11.2964527 12.9669261 12.8383508 11.2593107 -0.4445765 NA 9.4653003 10.0537577 10.4395776 11.0321533 11.5289251 0.8773516 11.3082059 10.7569185 14.2156764 7.8997031 6.5269514 6.4742705 9.0955352 11.4475705 10.0291331 9.5833132 11.2353270 8.6560694 13.0506376 9.6441954 9.2765064 7.3946110 11.2547627 2.5553990 9.2287163 11.3851299 5.3367654 5.7353164 1.1403860 9.8257025 1.3627785 9.4403408 8.1003717 10.5128720 10.7143323 11.0019735 11.4201737 11.1066347 -0.4445765 NA 8.1338178 9.2627662 4.2278335 2.0148552 10.5585737 11.1601920 11.2278325 12.4253865 11.2089240 9.8506021 7.9711486 9.8638429 7.0189312 10.9939391 9.8108312 1.3627785 -0.4445765 10.7950057 10.3716789 9.6808207 8.5081485 6.5440912 9.8015540 4.5326848 TCGA-BB-A6UO 61 1 268 NA head and neck stage iva t4a n2b mx female 2012 NA yes head and neck squamous cell carcinoma 20 1972 NA white not hispanic or latino 1 6 NA NA 3 3 1 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 5 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 5 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 4 6 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 5 0 0 2.912937e-06 1.144368e-06 9.319324 NA 10.341644 2.780163 4.981798 9.773387 NA 3.706166 9.080289 16.665538 7.065568 8.368131 8.020480 NA 9.768850 10.038496 5.262756 2.043204 3.981798 8.657910 NA NA 10.259137 6.981799 10.330912 6.446923 9.452591 9.581065 10.500581 10.410251 NA 1.780184 3.628167 8.746204 NA NA 12.487179 5.587521 10.353737 10.052562 7.278416 6.328601 11.898328 -0.541828 NA 12.814414 11.958083 8.527016 NA 12.352297 8.781247 11.850555 7.316218 5.340879 -0.541828 -0.541828 NA 2.917661 2.780163 15.914318 15.982583 10.882929 12.238367 1.043204 3.850559 9.944067 NA 2.043204 8.065567 11.080289 0.458277 19.743233 9.654225 NA 1.458224 -0.541828 11.190829 7.035666 5.213126 10.123227 11.884240 15.782506 9.899107 5.365129 3.780163 12.585748 9.429781 3.706166 11.453298 8.674983 10.451883 10.501948 -0.541828 8.242872 10.321649 5.933971 -0.541828 -0.541828 2.265587 6.400751 7.880302 8.455417 4.043196 1.780184 2.265587 4.780163 NA 10.881879 NA 13.032949 9.545753 10.594588 0.458277 13.026075 2.265587 7.946078 11.691557 6.973937 8.665252 8.116449 9.490283 11.588486 10.551655 NA 8.569373 4.917670 7.734362 11.210618 8.564146 12.372809 8.008984 NA 10.429062 -0.541828 0.0000000 -0.0047079 0.0102850 0.0040243 0.0011093 0.0011093 -0.0031859 -0.0031859 -0.5459300 0.5084700 0.5336200 0.5055000 0.5055000 0.0050317 0.0095883 -0.4214000 0.5206600 0.0073609 -0.0080244 -0.0127130 -0.0120240 0.0148880 -0.0040162 0.5508900 -0.5313400 -0.0201380 -0.5258300 0.0057633 0.2226800 0.0062481 -0.5299100 -0.0057788 0.0000000 0.0000000 -0.0047079 -0.5354100 -0.5354100 -0.5354100 -0.5354100 -0.0018014 -0.0018014 -0.0018014 -0.0052610 0.0061090 0.0061090 0.0061090 0.0011093 -0.0031859 -0.0031859 -0.5459300 0.4945900 0.0050317 -0.0118870 -0.0118870 -0.0118870 -0.4231000 -0.5239900 -0.0189020 -0.0127130 -0.0127130 0.4144600 0.4144600 0.0148880 0.0093098 0.0093098 -0.0040162 -0.0040162 -0.5313400 -0.5313400 -0.6074800 -0.0175290 0.0120970 -0.3720000 -0.3720000 0.2226800 0.000 0.000 -0.484 -0.484 0.000 0.000 0.000 0.414 0.000 0.000 0.000 0.000 0.000 0.551 -0.531 0.000 0.000 0.000 0.000 -0.526 0.000 0.000 0.000 0.000 0.000 -0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.546 -0.037 0.000 0.000 -0.372 0.223 0.000 0.000 -0.484 -0.484 0.000 0.000 0.000 0.414 0.000 0.000 0.000 0.000 0.000 0.551 -0.531 0.000 0.000 0.000 0.000 -0.526 0.000 0.000 0.000 0.000 0.000 -0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.546 -0.037 0.000 0.000 -0.372 0.223 10.801423 NA 8.855891 7.958083 11.483377 10.362067 9.636902 11.675286 9.041320 9.094862 10.800312 11.100289 8.141232 9.931943 11.298622 9.774519 4.104974 11.453298 9.570677 10.451883 10.274421 9.606714 11.060472 13.802884 12.919589 6.815789 NA 0.458277 9.020480 8.602896 10.763729 12.173770 11.872923 1.043204 10.332450 11.181898 13.866167 9.531040 5.130663 9.678616 7.892866 12.768708 9.019468 8.648062 10.249400 9.416790 3.981798 10.745950 8.590094 4.850554 12.814414 3.458238 10.722093 10.882929 7.186158 4.502630 -0.541828 9.375609 -0.541828 8.850555 8.602896 10.451883 10.501948 10.333987 10.321649 10.290336 -0.541828 NA 7.913935 10.503997 3.545697 3.458238 10.881879 11.635968 10.594588 13.115221 10.917669 9.728533 9.394875 8.116449 8.532379 9.932957 9.509446 0.458277 NA 1.458224 8.552711 8.383050 9.750559 7.346981 9.704978 4.365126 TCGA-C9-A47Z 72 1 191 5 head and neck stage iii t2 n1 m0 female 2011 NA no head and neck squamous cell carcinoma NA NA 1 asian not hispanic or latino 1 6 NA NA 3 1 2 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.808903e-06 1.005657e-06 8.4002852 NA 10.3529995 NA 3.0855946 10.3978665 6.0490622 5.1094358 9.2107437 16.2489342 6.4171031 6.4548224 7.6133261 -0.8213810 9.1358001 9.3360450 4.7332893 1.1786828 10.4069154 9.4194894 -0.8213810 NA 5.0613399 11.2878757 11.1201125 4.9860514 10.7086165 10.6463035 10.4675641 10.7551823 NA -0.8213810 2.3486290 9.2160665 NA NA 15.0127492 5.8929447 9.1328942 11.0893407 10.0651567 4.6381318 12.3508129 2.5006236 NA 12.6675423 12.5668498 9.0689623 -0.8213810 11.5090547 9.3468435 11.7839460 4.5710154 5.4640997 1.1786828 NA 0.1787465 0.1787465 0.1787465 15.4700842 15.7911999 11.1895757 13.4604107 NA 3.5710214 11.7042188 NA 0.1787465 10.3105550 10.5290847 -0.8213810 19.4107781 9.3942309 5.9731130 1.1786828 0.1787465 11.8340051 8.3610924 7.0674408 11.0459072 10.0765435 15.3324085 9.8774026 7.0490622 1.7636665 11.0359014 9.2393940 4.0366792 11.7924621 8.5559085 10.2714551 11.2343193 NA 8.1673825 10.7159164 6.9066189 -0.8213810 NA 6.0735161 7.2976390 9.3759146 8.0915872 NA 2.7636665 NA 3.9860559 0.1787465 10.5986581 NA 12.8788125 9.6724234 11.1470047 3.9335821 13.2669065 4.3486219 8.1531127 11.1336213 9.9625148 9.6765499 9.8274151 10.8175863 9.0163258 10.9023589 1.7636665 9.8660736 4.2230904 9.9657843 12.5537374 8.2501605 12.1470048 8.9972803 0.1787465 11.4005871 0.1787465 -0.201370 -0.186850 0.737200 0.397780 0.241560 0.241560 2.824200 -0.181810 -0.699200 1.101800 1.101800 3.656900 3.656900 0.000000 0.000000 0.232870 1.691200 0.224840 0.224840 -0.216760 -0.216760 0.213370 0.203200 3.656900 -0.226250 -0.248000 0.202280 0.202280 -0.406610 0.179290 -0.675730 -0.218370 -0.201370 -0.201370 -0.186850 -0.234720 -0.225520 -0.225520 -0.225520 -0.212550 -0.212550 -0.212550 -0.201490 -0.977150 -0.443610 -0.214290 0.241560 -0.215770 0.227920 -0.699200 0.000000 0.000000 -0.227610 -0.227610 -0.227610 0.232870 -0.036674 0.224840 -0.216760 -0.216760 0.248790 0.227310 0.221290 0.201670 0.201670 0.203200 0.214840 -0.226250 -0.226250 -0.248000 -0.248000 -0.226250 0.026935 0.026935 0.026935 -0.228 -0.228 0.233 0.000 0.225 0.225 -0.217 0.249 0.221 0.202 0.202 0.203 0.203 1.633 -0.226 -0.248 -0.248 0.216 -0.003 0.202 0.202 -0.226 -0.261 -0.201 -0.201 -0.226 0.039 -0.213 -0.213 0.183 -0.214 0.242 0.242 0.231 0.049 -0.699 0.403 0.000 0.000 0.000 0.000 -0.228 -0.228 0.233 0.000 0.225 0.225 -0.217 0.249 0.221 0.202 0.202 0.203 0.203 1.633 -0.226 -0.248 -0.248 0.216 -0.003 0.202 0.202 -0.226 -0.261 -0.201 -0.201 -0.226 0.039 -0.213 -0.213 0.183 -0.214 0.242 0.242 0.231 0.049 -0.699 0.403 0.000 0.000 0.000 0.000 10.3511254 NA 9.5558869 9.5318448 11.5241032 12.6833767 11.6692982 11.7335266 6.2661606 9.9625148 11.7993760 12.2041836 11.8542140 10.7012795 12.3551828 10.4881743 4.8629572 11.7924621 11.4516193 10.2714551 10.1394240 10.2312661 10.6630174 12.8979777 12.4126172 9.7924874 0.7636665 2.8791372 9.4664103 8.7120276 10.6810325 11.5624022 12.3892171 -0.8213810 11.2852609 10.3492490 14.2571357 9.7924874 5.5362488 8.9083188 8.8098749 12.1654289 8.8187442 8.5472046 10.6190481 8.5028783 10.4069154 11.1538294 8.8860572 5.6544327 12.6675423 NA 10.6869880 11.1895757 5.0855904 5.7178573 NA 10.6319686 NA 9.2976390 9.5384476 10.2714551 11.2343193 11.0269296 10.7159164 11.1944615 0.1787465 1.1786828 6.2872229 9.4384413 4.4266271 2.7636665 10.5986581 11.8643228 11.1470047 12.2333023 10.5482953 10.1020254 8.1955061 9.8274151 7.4454842 10.1394240 9.8243564 2.7636665 0.1787465 1.7636665 7.7992110 9.3942309 9.8225541 5.9335844 9.9159452 3.7022586 TCGA-C9-A480 45 0 NA 386 head and neck stage iii t3 n0 m0 female 2011 NA yes head and neck squamous cell carcinoma NA NA NA asian not hispanic or latino 3 1 NA NA 3 1 2 1 2 3 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.317757e-06 6.935564e-07 7.856945241 -0.004189894 10.768585146 -1.004045212 2.696305473 9.954410953 5.040252454 6.542753311 9.787021169 15.851347211 6.682358394 6.750745837 7.720372188 NA 9.083321088 9.758240207 4.519422388 6.344587081 7.573286658 7.362180549 NA NA 4.455287761 2.902748931 11.181972471 0.995882449 10.515985787 10.307606574 10.038885527 10.497695387 -1.004045212 NA 0.995882449 9.496092592 -1.004045212 NA 13.574407798 8.137965051 9.280104007 10.480681061 6.527239274 4.950053090 11.067655723 1.803227036 NA 11.665850496 12.924839146 8.601337729 -0.004189894 11.481687492 10.251034384 11.228878621 5.565712928 7.093890770 NA NA NA 1.317767139 1.580820836 14.285655571 15.301292101 10.796353673 11.149410218 -1.004045212 2.165783336 11.502165783 -0.004189894 0.580820836 10.267321246 10.995153557 -1.004045212 19.485532639 10.799182119 NA -1.004045212 -1.004045212 13.284435937 8.812841851 4.853840993 11.020416150 10.311573842 14.319581505 9.671815250 2.580820836 2.455281185 10.891812101 10.247340587 5.165783336 11.660649906 7.523335341 10.936538861 11.952960255 NA 8.407369323 10.928442056 5.737324420 NA NA 4.388175758 7.271983051 9.555235234 9.470578146 -0.004189894 0.995882449 NA 4.317788841 -1.004045212 10.959115547 NA 12.770851113 10.364337362 10.875058551 2.580820836 13.679565625 6.061946806 7.975997531 11.274307677 5.926594882 9.268487964 7.281260554 10.692391104 8.150676444 10.979564385 -0.004189894 10.629761593 4.926597254 8.301920024 12.559769452 8.866223055 12.648143004 9.122562722 NA 12.269362442 -0.004189894 0.03199900 0.03199900 0.44952000 0.01782400 0.00638710 0.00638710 0.00471900 0.00471900 -0.44135000 0.43429000 0.43429000 0.00291330 0.00291330 -0.00013862 0.00680440 -0.00691950 -0.00691950 0.00041593 -0.00038651 0.00972760 0.00972760 -0.00622860 -0.03149600 0.00069327 0.00069327 -0.02301800 -0.00761010 -0.00761010 -0.01574100 -0.00995650 0.00041593 0.00041593 0.03199900 0.03199900 -0.41322000 -0.05644200 -0.05644200 -0.05644200 0.05494500 -0.38761000 -0.41849000 -0.41849000 -0.41447000 0.00541390 0.00541390 0.00541390 0.00638710 -0.35248000 0.00226020 -0.44135000 -0.48502000 -0.00013862 -0.01601700 -0.01601700 -0.01601700 -0.00691950 -0.00691950 -0.00038651 -0.00514970 0.00972760 0.00000000 0.43092000 -0.00622860 -0.01092200 -0.01092200 -0.03149600 -0.03149600 -0.73705000 -0.43051000 -0.02301800 -0.02301800 0.00000000 -0.01587900 -0.01587900 -0.01574100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.401 0.000 0.000 0.000 0.000 -0.388 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 -0.441 0.434 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.401 0.000 0.000 0.000 0.000 -0.388 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 -0.441 0.434 0.000 0.000 0.000 0.000 10.904626 NA 9.740196 6.884602 11.572815 11.242599 10.470578 12.167817 8.569506 10.150043 10.546124 11.111552 9.578941 10.777218 11.799384 10.253835 4.974052 11.660650 8.032032 10.936539 10.642867 10.146240 10.786207 13.039934 12.522724 6.205312 -1.004045 4.422125 9.683234 8.728874 10.293347721 11.934702657 10.422122914 -0.004189894 11.383875494 9.694562828 14.323336113 10.220462855 4.995859842 9.033405105 8.278946533 12.525654746 8.444077721 8.183210077 10.270818690 8.119979647 7.573286658 11.610107924 8.711820096 6.890676504 11.665850496 3.580820836 11.040935227 10.796353673 5.710103853 6.639714042 -0.004189894 9.605960213 -1.004045212 9.309874887 7.780493181 10.936538861 11.952960255 10.771056926 10.928442056 11.383337093 1.580820836 1.317767139 7.023764332 10.067990760 5.853838499 1.803227036 10.959115547 11.156359956 10.875058551 12.142426872 10.318349722 10.687601738 8.558100759 7.281260554 5.914722369 10.540339728 9.486709145 0.580820836 NA 1.803227036 9.066851249 10.319475910 10.732682921 7.438801831 10.001482790 4.388175758 TCGA-CN-4722 61 0 NA 1483 head and neck stage ii t2 n0 NA female 2010 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 6 3 3 3 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.27988540 -0.06884647 10.03968169 2.10107853 5.12098224 10.21192807 8.26654763 6.42300999 8.80460151 14.56466338 8.29310098 8.02918948 7.26207417 NA 9.20844459 9.71005580 4.10107853 5.21655963 5.60358184 8.08850418 4.60358481 -1.06884647 1.73850845 3.78913453 11.59871236 5.64540193 10.40891551 10.60048525 11.13969645 10.41396519 0.51611603 0.51611603 3.10107853 9.06566062 0.51611603 NA 12.88762416 7.18854533 9.36676501 11.48766330 10.20262023 6.72557349 11.76147436 6.17908503 -1.06884647 12.85976814 13.10319403 9.10233400 -1.06884647 11.22261579 12.87491378 12.18957605 6.56778119 8.27323193 NA 1.73850845 NA 0.51611603 1.25308163 14.12422014 13.86401282 10.69104547 13.02077324 -1.06884647 5.63159616 10.72476059 2.83804413 4.32347816 9.26543057 11.16956197 -1.06884647 19.86190757 10.55046024 -0.06884647 2.10107853 3.01861637 12.16717142 8.61940751 8.20028413 11.47233860 10.49578309 15.29710371 9.25870994 3.39058515 3.17908104 11.01363896 10.04815089 6.81380043 12.42228880 8.96458029 12.00563325 12.87778943 NA 8.20028413 11.40181614 4.48574882 NA NA 5.03968237 6.87952444 9.29419684 10.83353236 3.17908104 3.73850845 -0.06884647 3.68604103 2.73850845 11.09323380 -0.06884647 13.11013326 10.03629315 10.88061926 5.25308541 13.83386209 1.25308163 6.97007597 11.09480690 10.06558362 9.49625940 10.15153554 9.78056240 10.87623521 11.53918101 1.25308163 10.60490798 7.31917443 8.58400226 12.08708226 8.54218220 11.68562725 9.36890931 0.93115353 12.24588209 3.32347095 -0.00180140 -0.00166290 -0.01455700 -0.01078400 -0.00670370 -0.00670370 0.31097000 0.31097000 0.13998000 0.13998000 0.31450000 0.00346870 0.00346870 0.00346870 0.00346870 0.00489760 0.00791750 -0.00027724 -0.00027724 -0.00581400 -0.00581400 0.00652620 0.01656500 0.00694350 0.00694350 0.00291330 0.00569190 0.00569190 0.02020300 0.01824300 0.00158510 0.00158510 -0.00166290 -0.00166290 -0.00166290 -0.00166290 -0.00166290 -0.00166290 -0.01115200 -0.00871460 -0.00871460 -0.00871460 -0.36374000 -0.01078400 -0.01078400 -0.01078400 -0.00180140 0.31097000 0.31097000 0.13998000 0.00346870 0.00346870 -0.00138580 -0.00138580 -0.00138580 0.00861350 0.00791750 -0.00277070 -0.00581400 -0.00581400 0.00194180 0.00000000 0.00194180 0.00749720 0.03510000 0.01656500 0.01656500 0.00694350 0.00694350 0.00291330 0.00291330 0.01586600 0.02277600 0.02496900 0.02020300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.311 0.311 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.311 0.311 0.140 0.140 0.000 0.000 0.000 0.000 11.01895152 -1.06884647 9.59571120 5.01862082 11.70964510 12.63083271 12.34438849 12.45814545 10.47467250 10.41093750 11.82748967 10.80036550 8.21424577 10.74453762 11.74072442 11.26738481 3.93611023 12.42228880 9.83804791 12.00563325 10.66713630 9.65992813 10.12406650 13.33289876 12.16222839 9.25195787 -0.06884647 2.51611603 9.68186421 9.78602567 10.60402451 11.52664785 11.78719364 0.93115353 11.48382636 10.98643966 14.79626002 9.39058880 8.04750131 8.69934167 9.14911504 11.76424500 8.36811878 7.10108274 9.88244191 8.85299821 5.60358184 10.93748329 9.02523482 9.81761590 12.85976814 2.83804413 10.06750764 10.69104547 6.63851701 8.25983222 NA 10.05463199 -0.06884647 9.07326434 8.79997965 12.00563325 12.87778943 11.00362486 11.40181614 11.36082553 -1.06884647 NA 7.73851183 9.56959324 8.32132609 5.82597384 11.09323380 11.61743890 10.88061926 12.62769016 10.25139364 10.22002335 8.83954993 10.15153554 7.08597483 10.42950790 10.29310098 -0.06884647 NA 4.57501577 8.42058388 10.29090678 9.90986774 7.73528794 10.50858612 5.99724724 TCGA-CN-4723 67 0 NA 1699 head and neck stage iva t4a n0 NA male 2010 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 4 1 1 2 3 1 2 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 1 4 0 4 0 0 1 4 0 4 0 0 0 0 4 0 0 0 4 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 1 4 0 0 0 1 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 4 4 0 0 4 0 0 0 0 0 0 0 7 0 4 0 0 4 0 4 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 1 0 4 0 4 0 0 4 0 4 0 4 0 0 0 4 0 0 4 0 0 2.635514e-05 9.328334e-06 9.96578428 NA 10.48511976 1.79085543 5.50357772 10.64849411 6.19078867 6.32829255 8.49129835 15.93027672 8.20964831 8.44589220 7.83767965 -1.37894450 8.94398841 8.02820114 4.57513077 3.62093824 8.01753836 9.02181310 0.62096170 -0.37913212 9.78709661 3.79085543 11.95157042 NA 10.35352499 10.64572696 9.95799800 10.36366412 -0.37913212 2.08820945 3.79085543 9.03290007 -0.37913212 6.03878514 14.70181357 5.37582140 9.26002095 11.98780219 7.81322645 9.07214467 11.80410371 4.83038717 NA 9.81384274 13.89352693 9.19268636 1.42830322 11.59821351 7.57076043 12.04404953 7.94736284 6.32829255 1.62091479 0.62096170 -0.37913212 1.62091479 -0.37913212 14.75856260 15.95282735 10.50357662 12.88398269 NA 4.59821631 11.29843305 -0.37913212 3.47892005 9.61599408 11.08547936 0.02687086 17.93854495 12.66925018 3.57513077 2.52782102 4.64330209 11.91052026 8.19458057 6.90633625 11.73885750 11.03138493 15.68665475 9.83949686 7.15620850 4.84975412 11.06698299 10.49437771 6.88772022 11.57975090 9.39324822 11.80534409 11.47988594 -0.37913212 8.64468802 12.03944509 8.59821370 -1.37894450 -1.37894450 4.23564282 7.08445763 10.62480286 10.36240063 2.86886452 0.94283351 -1.37894450 7.05972516 0.20589293 10.86202296 -0.37913212 12.08190137 9.90491907 10.41087477 4.96078506 12.94159314 6.76559176 9.02394559 10.99515801 8.79959830 9.42989774 9.70839643 7.73206904 12.70000164 12.14645441 2.20589293 11.27780533 6.24298542 8.85215494 11.95841612 8.09666720 11.44549461 9.35902584 NA 9.45619443 0.62096170 -0.0920810 -0.1161300 1.6523000 0.4640000 0.3880000 0.3880000 0.0679480 0.0327040 -0.1243400 0.5969200 0.6275200 -0.4953700 -0.4953700 -0.4892100 0.1112500 0.1043900 0.1043900 0.0685510 0.0516740 -0.1526500 -0.1230400 -0.0247980 0.0463440 0.0575110 0.4868200 -0.0246610 0.0538060 0.0538060 0.0063871 0.0000000 -0.4943000 0.2042700 -0.1191800 -0.1212100 -0.1161300 -0.2527500 -0.2283400 -0.2359600 -0.2359600 -0.4934000 0.0396190 0.0396190 -1.0782000 -0.0626290 -0.0369460 0.0439070 -0.1799200 0.0327040 -0.0134020 -0.1790400 -0.4892100 0.1112500 -0.5065000 -0.4926700 -0.0327230 0.1043900 0.0468700 0.0304510 -0.1378100 -0.1526500 1.8498000 0.2943700 -0.0247980 -0.0433310 -0.0433310 0.0457080 -0.5367300 -0.4875100 -0.5078000 -0.0246610 -0.0246610 0.0455660 0.0310140 -0.0702440 -0.0216470 -0.391 0.000 0.000 0.000 0.000 0.000 -0.153 0.295 0.000 0.000 0.000 0.000 0.000 0.000 -0.472 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.369 0.598 -0.492 0.000 0.464 0.000 0.303 0.303 0.000 0.000 0.428 0.552 -0.378 0.111 0.000 0.000 -0.391 0.000 0.000 0.000 0.000 0.000 -0.153 0.295 0.000 0.000 0.000 0.000 0.000 0.000 -0.472 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.369 0.598 -0.492 0.000 0.464 0.000 0.303 0.303 0.000 0.000 0.428 0.552 -0.378 0.111 0.000 0.000 11.5910395 -0.3791321 10.1905234 6.7858408 11.5933750 12.5332186 10.9696617 11.4920688 9.8964762 10.0612837 12.3169231 12.2678298 7.8923965 11.2882670 11.0453624 10.4989845 4.9432228 11.5797509 9.3981889 11.8053441 11.0875199 11.3326006 11.5651698 13.0476504 12.6838230 10.1484106 0.6209617 3.3213798 9.8095225 10.2674923 11.1486550 12.2491513 10.8147669 -1.3789445 11.9510101 10.8545532 14.0026104 9.1955272 6.5516714 9.4711204 9.1336740 11.3880835 10.1574140 7.7163304 10.6574507 11.1779185 8.0175384 11.8288630 9.2457291 8.9247142 9.8138427 4.5751308 10.6318113 10.5035766 5.0471981 7.7476378 2.3213798 9.8181503 -0.3791321 9.6728222 10.3895315 11.8053441 11.4798859 10.2607265 12.0394451 12.2117545 -1.3789445 8.6502210 8.4411124 10.6089081 8.9740804 5.6096191 10.8620230 11.7411715 10.4108748 11.8700471 10.9019943 10.4781371 9.8741902 9.7083964 8.7189657 10.7245492 10.7140210 1.9428710 6.4851193 5.4411116 9.3851583 9.3205061 10.0986918 7.7294583 9.6721426 5.3488556 TCGA-CN-4725 60 0 NA 1157 head and neck stage ii t2 n0 NA male 2010 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 3 2 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.629858e-06 7.282342e-07 7.65501473 -1.62816238 10.72534887 1.17925625 4.74696839 10.65501473 2.69385490 6.16634187 8.63754142 14.54493975 7.46203841 6.43262207 7.34634087 NA 9.29302348 9.78131725 4.87972047 3.17928810 6.91108514 8.50249689 -0.04305123 NA 5.12681183 5.09984642 11.20026120 4.97183781 10.60823957 10.57006440 10.83596149 10.81383305 -1.62816238 NA 3.01578300 8.64917892 NA NA 16.04016040 7.86977827 9.95829707 11.27147207 9.40328285 7.33482210 11.47078092 4.25457137 NA 13.22538211 11.97485715 9.03637365 NA 11.57098517 7.50768683 12.01341369 5.53179627 4.37192820 2.69385490 NA NA 0.95687444 -1.62816238 13.85469933 13.67198249 10.41324330 12.31334081 -1.62816238 4.34920956 11.96064097 NA -0.04305123 8.39706577 10.71954771 NA 17.02438973 9.63636886 NA 1.54186172 -0.62816238 12.27033878 11.15000351 5.99397772 11.87080174 10.64222168 15.44400660 9.97044416 4.98663392 2.89549652 10.95194929 9.76263268 4.86377990 12.47470667 5.61985315 10.56236837 12.06824190 NA 8.44740563 11.12535205 4.97183781 NA NA 3.76423998 7.22054955 9.49281217 9.36910590 0.95687444 3.41632633 NA 4.92651661 NA 10.29451070 NA 12.83129392 9.56216456 10.76182653 6.26674345 13.17565387 2.45937916 7.70508147 11.27128326 10.80577256 9.79135990 10.11755869 10.05842690 10.40259343 12.18159401 2.61985901 9.98571587 6.05140691 9.05842690 11.35456346 8.59351363 12.10727080 8.98479496 -0.62816238 10.56822112 0.95687444 0.0370760 0.0370760 0.1348000 0.1577700 1.7115000 -0.2512800 0.0960240 0.0960240 3.6569000 0.2015200 0.1041000 0.0721300 0.1784500 -0.0033243 -0.0033243 -0.3059100 0.0158660 0.3125700 0.3125700 -0.6448100 -0.6556600 0.0235660 0.0021157 0.7075700 -0.1326400 -0.3799900 -0.0261670 0.5294100 0.2565200 0.0567100 0.0742650 0.0742650 0.0370760 0.0370760 0.0370760 -0.6648500 -0.6648500 -0.6572400 -0.6572400 -0.2252700 -0.6186300 -0.6186300 -0.6418200 -0.6569600 -0.6569600 -0.6855300 -0.2802500 0.0960240 0.0960240 -0.6775600 -0.6679900 -0.0033243 -0.3075700 0.0748400 -0.6662400 -0.3803300 0.0158660 0.3520600 -0.6656800 -0.6448100 -0.3129500 0.0728270 -0.3465300 0.0000000 0.0000000 -0.5041100 0.0084743 -0.6591900 -0.6978500 -0.3799900 -0.7189700 -0.2910600 -0.7503000 -0.7503000 0.2344200 -0.288 -0.288 0.000 0.000 0.313 0.313 -0.645 0.000 -0.347 0.000 0.000 -0.504 0.000 0.000 -0.659 -0.359 -0.359 0.000 0.000 0.000 0.529 -0.291 -0.405 0.000 0.000 -0.665 0.135 -0.259 -0.619 0.000 -0.621 -0.297 -0.297 0.000 0.000 -0.678 0.000 0.000 0.000 -0.750 -0.521 -0.288 -0.288 0.000 0.000 0.313 0.313 -0.645 0.000 -0.347 0.000 0.000 -0.504 0.000 0.000 -0.659 -0.359 -0.359 0.000 0.000 0.000 0.529 -0.291 -0.405 0.000 0.000 -0.665 0.135 -0.259 -0.619 0.000 -0.621 -0.297 -0.297 0.000 0.000 -0.678 0.000 0.000 0.000 -0.750 -0.521 10.6599272 -0.6281624 10.0984596 5.3261238 13.1286911 11.8307110 11.5521463 10.8257114 8.4908673 9.9120545 11.6400297 12.1792813 7.9417818 11.1266051 12.5028990 11.2722271 5.7985275 12.4747067 10.4115309 10.5623684 10.5034618 10.0758300 10.3019244 11.9903945 13.0004858 7.8251967 0.9568744 2.3719212 10.0162333 11.8866404 11.34866946 12.08820995 11.37842774 NA 11.48908242 11.09281184 15.09269043 9.09984668 5.61985315 9.10409366 8.85976647 10.98847515 8.93539904 8.20164905 10.09216633 8.65732845 6.91108514 11.48126730 8.36769343 5.57159794 13.22538211 -0.04305123 10.20481638 10.41324330 6.04435259 5.45938899 2.54186172 9.86077072 -0.62816238 8.97090943 8.05492117 10.56236837 12.06824190 12.28789905 11.12535205 11.45656865 5.32612384 0.95687444 8.11507799 12.34750566 4.27881740 2.83135032 10.29451070 12.57779595 10.76182653 12.47586977 10.79004249 10.77013561 9.89450782 10.11755869 6.74261394 10.30229414 9.70340321 1.54186172 NA 1.54186172 7.03302758 10.29376728 10.01983435 6.34347001 10.31700440 4.20481369 TCGA-CN-4726 68 1 142 NA head and neck stage iva t3 n2b NA male 2010 NA NA head and neck squamous cell carcinoma 12.5 NA 6 white not hispanic or latino 1 7 1 2 3 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2.323414e-06 9.70979e-07 8.7547095 0.2136272 10.3928999 5.3221373 5.6893467 9.2770079 7.8172389 4.4230672 9.0591027 16.5133663 7.7872601 9.0637995 6.9550803 -0.7863728 8.2688952 8.0337919 5.5886517 4.3835384 8.0684811 8.0622356 NA NA 11.7094677 9.8574690 9.1399087 2.6730362 10.8452445 9.8023273 10.5013251 10.9655752 0.2136272 0.2136272 1.7985897 8.8684994 NA NA 12.9411078 4.7985742 9.6005530 9.7144547 7.7214075 7.9483223 8.9933322 0.2136272 NA 12.8075873 11.7822814 8.5490030 NA 10.5994751 9.9018456 11.9840702 4.8574685 5.8574685 NA NA -0.7863728 4.8283218 0.7985897 15.0626024 15.4790071 10.6198178 11.9455681 -0.7863728 3.6730475 11.1443501 NA 0.7985897 8.9751639 10.9978386 NA 19.2307474 11.5989359 -0.7863728 2.2136272 -0.7863728 12.5030553 8.5556873 7.8060701 8.3204373 10.3601814 14.7737963 9.5287623 0.2136272 4.1678075 11.3655806 8.7662818 3.0209644 12.2954090 8.3247485 9.6451104 12.1712589 NA 8.1294922 10.1502507 7.1502510 NA 1.7985897 3.9684963 6.6893467 9.7430433 9.2688952 0.2136272 NA NA 2.0209822 NA 12.0209677 NA 13.1708962 9.4463574 12.5026230 3.9684963 13.7737067 -0.7863728 7.7449939 12.2337246 9.0480838 9.7919854 10.0551771 11.1137248 11.6200835 10.5951557 2.6730362 7.8429694 6.6812187 8.9883998 11.8177026 7.8860379 12.0636042 8.5467679 NA 10.5695144 1.5355553 -0.00484390 -0.00816010 0.30154000 0.00249920 0.00138910 0.00138910 0.44393000 -0.00664090 -0.45211000 0.41647000 0.41647000 -0.45361000 -0.45361000 0.04485900 0.04485900 0.00402660 0.07829700 0.81337000 -0.44512000 0.24747000 0.24697000 0.05708500 -0.01119500 0.01307600 0.01307600 -0.01560200 0.00180530 0.00180530 0.01223900 -0.00027494 -0.00027494 -0.00578700 -0.00484390 -0.00484390 -0.00816010 -0.44663000 -0.44663000 -0.44663000 -0.44663000 -0.44706000 0.00444340 0.00000000 0.00000000 0.00249920 -0.00885030 -0.00804490 0.00138910 -0.00664090 -0.00664090 -0.48858000 -0.43821000 0.04485900 -0.47870000 0.00778060 -0.00082930 0.00402660 0.07829700 -0.45543000 0.24747000 0.24747000 0.00750230 0.00750230 0.05708500 0.00402660 0.00402660 -0.01119500 -0.01119500 -0.43517000 -0.45329000 -0.01560200 -0.45383000 -0.44253000 -0.03544600 -0.02069800 -0.04671600 0.000 0.000 0.000 0.000 0.000 0.000 0.247 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 0.302 -0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 -0.036 -0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.247 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 0.302 -0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 -0.036 -0.438 0.000 0.000 0.000 9.9900458 -0.7863728 9.0491894 6.3633603 11.8081706 11.5905466 12.6776479 11.2265864 9.6409256 9.3390262 10.6928878 11.1110801 7.6482411 11.8167754 11.5236574 9.9406823 4.9407165 12.2954090 7.5843004 9.6451104 9.5973170 9.0746997 9.5434091 13.1776205 12.1186236 8.4351998 NA NA 8.8411467 8.4780553 11.2477239 11.4914813 11.2167793 0.2136272 9.8493308 10.6272407 15.0420443 9.1765088 6.2022982 8.4230663 7.9784845 12.0243852 8.0898535 7.9949722 10.7034607 8.7214075 8.0684811 10.8056025 7.9140526 6.4520171 12.8075873 0.2136272 10.2890919 10.6198178 5.9685009 5.4990135 0.2136272 10.1436108 -0.7863728 8.7352131 8.7430433 9.6451104 12.1712589 12.7818064 10.1502507 11.1634394 3.0209644 0.2136272 8.1648974 9.4990149 3.9684963 3.9684963 12.0209677 11.4517189 12.5026230 12.1980312 11.1339656 10.8731627 8.9685003 10.0551771 8.2022972 10.1376830 10.3601814 1.2136272 NA 3.2136117 8.1374451 10.1309848 9.1951800 7.2743083 9.3142751 4.1678075 TCGA-CN-4727 56 0 NA 1560 head and neck stage iva t4a n0 NA male 2010 NA yes head and neck squamous cell carcinoma 80 1970 0 white not hispanic or latino 2 2 2 1 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 4 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 5 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 4 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 7 4 0 0 0 0 0 0 0 0 0 0 0 7 7 0 1.290015e-05 3.953271e-06 8.03283755 NA 10.81121580 2.26201213 3.46364861 10.03481808 1.52506659 3.11001238 8.67139953 15.14959111 7.46755746 5.46364207 7.36214547 NA 8.50613459 9.26200861 5.33239645 -0.05994604 -1.05979566 8.86637670 NA NA 7.99807249 3.94008216 10.53952865 NA 11.38069028 10.37418758 9.80349264 10.45282109 NA -0.05994604 3.69496931 8.78843743 -1.05979566 NA 13.59717574 4.33240003 9.49605963 10.96764114 9.24271944 5.14953578 12.67468441 1.74743037 NA 13.33132422 12.59672894 9.01154288 NA 12.24329057 10.47541436 12.12897851 5.14953578 2.64052839 NA -0.05994604 NA 1.94009156 0.94005396 15.06177238 15.08244860 9.91592866 12.18696963 1.26201213 3.84697464 10.46902310 NA 1.94009156 8.23009972 10.83072490 -1.05979566 17.24000856 9.32809796 -1.05979566 2.52504153 NA 12.14602656 7.34096009 4.66799995 11.46675104 10.64657662 15.02505506 10.26538614 NA 3.26201213 10.96764114 9.96036618 3.69496931 11.31945897 5.78557148 11.26566720 11.99179938 NA 8.88844798 10.10498761 3.69496931 NA NA 0.52506659 6.83489826 9.73287088 8.42792081 -0.05994604 0.94005396 NA NA NA 10.29046737 7.77613097 12.71507354 9.14474949 11.23412693 2.84697464 13.42936415 7.06936383 9.06161421 11.26229050 8.00347575 7.94289565 9.95479857 8.37262263 10.55616996 9.15075208 2.10999567 7.61956047 5.77297036 6.02754334 11.07225904 7.46364289 10.20569564 9.06031846 -1.05979566 9.75866279 0.94005396 0.38403000 -0.36499000 0.87089000 0.33869000 -0.00650500 -0.00650500 -0.00912860 0.36035000 -0.37797000 -0.02068700 0.70214000 -0.37200000 -0.37200000 -0.37200000 0.68273000 -0.04753100 2.32080000 -0.00622860 0.36100000 -0.01766600 -0.01821600 -0.01312700 -0.02054900 1.41360000 -0.37437000 -0.03885000 0.03383100 0.03383100 0.09710600 0.37364000 0.37364000 0.33124000 0.38403000 0.35545000 -0.36499000 0.00180300 0.00180300 -0.38381000 -0.38381000 -0.00401620 0.31980000 0.31980000 0.31637000 -0.37392000 -0.37392000 -0.37392000 -0.00650500 0.36035000 0.35502000 -0.38862000 -1.09740000 0.68273000 0.35888000 0.00680440 -0.36397000 -0.04753100 -0.37178000 -0.39564000 -0.01766600 -0.01766600 -0.00022832 -0.01849000 -0.01312700 0.00000000 0.00000000 -0.02054900 -0.02054900 -0.37437000 -0.37437000 -0.03885000 -0.03885000 0.35773000 0.10848000 0.10848000 0.07905700 0.324 0.324 0.000 -0.324 0.000 0.361 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.374 -0.374 0.000 0.000 0.374 0.374 0.000 0.000 0.358 0.000 0.384 0.384 0.000 0.170 0.320 0.320 0.339 -0.340 0.000 0.000 0.000 0.355 0.000 0.000 -0.372 0.311 0.000 0.000 0.324 0.324 0.000 -0.324 0.000 0.361 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.374 -0.374 0.000 0.000 0.374 0.374 0.000 0.000 0.358 0.000 0.384 0.384 0.000 0.170 0.320 0.320 0.339 -0.340 0.000 0.000 0.000 0.355 0.000 0.000 -0.372 0.311 0.000 0.000 10.539529 1.262012 10.334216 5.206866 12.446140 11.526913 9.442912 11.242148 8.678173 9.479239 11.288532 11.812948 7.154400 10.438431 11.552488 11.643335 4.627420 11.319459 9.563048 11.265667 10.612064 9.958976 11.460699 11.879056 13.343692 9.706609 -1.059796 NA 10.015560 9.314033 10.52738933 12.78390356 9.91377803 -0.05994604 11.63378537 10.41581411 14.62977482 5.94007981 7.45578010 9.17729071 9.69496810 12.18756317 9.46595366 9.68491444 10.38922929 10.03613693 -1.05979566 11.01388750 9.82806284 4.91736014 13.33132422 1.94009156 9.84471518 9.91592866 6.81659715 3.79806089 4.91736014 8.56578946 NA 8.56943717 8.05382273 11.26566720 11.99179938 11.81160087 10.10498761 11.43992654 NA NA 8.43755318 9.50708600 1.52506659 2.94007276 10.29046737 12.04566183 11.23412693 12.70464125 11.02820632 10.17549653 9.76821708 9.95479857 7.73124367 10.08027138 9.91807595 NA NA 2.64052839 7.33188253 10.60230395 9.14831489 4.69496931 10.46364258 6.41581443 TCGA-CN-4728 56 0 NA 1724 head and neck stage iva t3 n2b NA male 2010 NA yes head and neck squamous cell carcinoma 40 1968 2 white not hispanic or latino 3 1 1 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.926289e-06 1.114777e-06 10.9177404 NA 10.6826520 5.4586510 6.7563308 11.0087558 7.0436124 7.0585633 8.6550477 16.2384126 8.0029708 8.6778190 7.6550477 NA 8.6235574 9.8264292 4.8736902 6.0029702 5.2312404 8.2356318 2.8736951 1.6810444 13.7508282 9.7160382 11.3692931 NA 10.2405564 10.7884467 10.1825957 10.9968393 2.5741257 0.7176490 5.4883961 8.8035083 NA NA 12.4285165 6.9126068 9.3061672 11.8582843 9.9221748 8.9015940 11.4817116 3.9611510 -0.1262655 12.8641464 12.0689063 8.4511167 0.8736557 11.4440180 9.3491883 12.4325868 6.8103261 7.5425730 3.1956153 2.1956311 -1.1262655 2.3331088 1.8736951 15.5352009 16.0332717 9.6050068 12.9304103 -1.1262655 4.9397767 10.1631305 4.3655386 5.1025070 8.6385594 11.1239863 1.6810444 16.5038199 13.1265750 -1.1262655 4.4586510 3.7316720 12.5611729 9.9971627 4.6285753 11.6046504 9.8220552 15.6538431 8.8029464 6.2224163 4.3331160 10.6138903 10.2883731 8.3331196 12.2874480 10.6227193 11.7436672 12.2439666 -1.1262655 8.6218808 11.3028330 8.0855760 2.8736951 NA 3.3972553 6.9926291 9.7486692 10.6435257 2.1956311 3.6810444 6.7065775 5.9397767 NA 10.8943206 0.4586970 12.7620506 9.6808416 10.5977753 3.2660069 13.6651560 6.9235367 8.1120928 11.4701106 9.6550477 9.4089632 10.0532922 7.7654718 14.2974275 11.8491776 2.6810444 9.7570949 8.0928565 8.5844943 11.5911501 8.3834628 11.5793203 9.2400102 2.9611417 10.6339920 3.9180809 0.1623500 0.1607000 0.4195400 -0.0242510 -0.1179600 -0.1179600 0.0499660 0.0499660 0.3443000 0.3443000 0.3443000 0.0171240 0.0171240 0.1255900 0.1855600 -0.1468200 3.6569000 0.2280800 2.6223000 0.1665500 0.1665500 0.2805800 -0.0247980 0.1484600 -0.3254100 -0.0015243 0.2915100 0.2915100 0.1898000 -0.0737090 -0.0737090 0.1977100 0.0020912 0.0020912 0.0636130 -0.1755900 -0.1755900 -0.1755900 0.2030500 -0.1700600 0.1062800 0.1062800 -0.0012158 -0.0242510 -0.0242510 -0.0242510 -0.1754300 0.0499660 0.0499660 -0.0189020 -0.5106300 0.1255900 -0.0538130 -0.0538130 -0.0538130 -0.1468200 -0.1763900 -0.1888300 0.1754300 0.1665500 0.0000000 -0.3845900 -0.1206500 0.1563600 0.1563600 0.1458100 0.1374600 -0.1848400 -0.1848400 -0.0015243 -0.0015243 -0.1242100 -0.1926200 -0.1926200 0.1898000 0.000 0.000 -0.176 -0.176 0.228 0.228 0.167 0.000 -0.109 0.156 0.156 0.138 0.138 0.148 -0.036 0.000 0.000 0.000 0.198 0.292 0.292 -0.124 0.178 0.000 0.000 -0.170 0.354 -0.192 -0.086 0.000 0.000 -0.118 -0.118 0.000 0.000 0.000 0.344 0.000 0.108 -0.027 0.165 0.000 0.000 -0.176 -0.176 0.228 0.228 0.167 0.000 -0.109 0.156 0.156 0.138 0.138 0.148 -0.036 0.000 0.000 0.000 0.198 0.292 0.292 -0.124 0.178 0.000 0.000 -0.170 0.354 -0.192 -0.086 0.000 0.000 -0.118 -0.118 0.000 0.000 0.000 0.344 0.000 0.108 -0.027 0.165 11.7643321 NA 10.5503017 7.5175442 10.6583227 11.4195984 8.8904962 11.1683086 12.1470464 10.4563003 11.2465529 12.5315645 8.8088529 11.1189435 11.4075043 12.6747899 4.6938661 12.2874480 9.7563310 11.7436672 10.6660715 10.6389740 11.3794374 12.9225842 12.6454868 11.6733742 -1.1262655 0.8736557 9.9098614 10.7448231 10.563686 11.521596 11.823515 0.458697 11.529666 10.042987 14.370759 9.132254 8.302048 8.547880 9.308316 11.900903 8.403938 8.266005 10.251441 9.263857 5.231240 10.498940 8.359517 8.540800 12.864146 3.780583 10.211310 9.605007 5.503043 7.873688 2.961142 9.808116 -1.126266 9.584494 10.170604 11.743667 12.243967 10.347394 11.302833 11.365040 2.780583 6.827884 9.616755 11.543459 7.248727 6.023435 10.894321 11.055151 10.597775 11.982049 10.470809 9.924897 10.396269 10.053292 8.289430 10.136370 11.136370 3.397255 0.458697 6.792551 9.723046 9.477314 9.441644 8.147483 10.242194 5.488396 TCGA-CN-4729 73 0 NA 392 head and neck stage iii t2 n1 NA male 2010 NA no head and neck squamous cell carcinoma 35 NA 1 white not hispanic or latino 1 7 2 1 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 3.883916e-06 1.768569e-06 9.3481454 NA 10.9581816 2.3298125 4.6252763 10.9703925 8.7314742 5.7530295 8.6468204 16.2282571 7.5708272 7.5846326 7.9283792 -1.1297339 8.7190102 7.9010545 4.7032779 5.0403138 3.6777450 9.9010544 -1.1297339 NA 8.9710497 7.3339121 11.4749405 3.4553469 10.5790401 10.4124518 10.7303102 10.7951998 -1.1297339 NA 2.6777337 8.8842404 NA -1.1297339 13.8224915 6.2966520 9.5538644 11.5942615 8.5015641 6.2966520 13.0322277 1.1923204 NA 12.7842116 12.2013041 9.1741679 NA 11.4786421 9.8258629 12.4845219 8.3257147 6.4777178 2.3298125 1.1923204 -0.1295761 3.1183099 3.3939516 15.7293754 15.5852422 10.4435611 13.0097787 0.8704239 5.9364754 10.9249916 NA 2.3298125 9.0871332 10.2987474 -1.1297339 18.7623548 11.3267417 NA 1.4553338 -0.1295761 12.1065510 7.5070120 5.3461201 11.9004405 10.7415224 15.5712604 9.9465348 5.7530295 2.5708272 10.3076192 10.2405297 7.9841296 11.8965355 9.4105154 10.6443506 11.6019184 NA 8.3582275 11.2166240 5.2966520 NA NA 5.0403138 7.7345735 9.4278511 9.2421640 0.8704239 1.1923204 NA 6.6648028 NA 10.9518707 -1.1297339 12.8610231 9.5344790 11.6080571 5.1557897 13.2616309 2.0402963 7.8505269 11.5040637 9.0749584 9.4124517 10.8784867 11.3037119 10.8311132 11.1827030 2.1923204 11.4000618 5.8927553 9.5682237 11.8885874 8.1764489 11.2246366 9.3143669 -0.1295761 10.6451743 1.1923204 -0.070804 -0.087785 0.308570 1.599500 0.046528 0.046528 0.131770 0.131770 0.604670 0.604670 0.145630 -0.385040 -0.385040 -0.380330 -0.064374 -0.232660 -0.232660 1.212700 -0.412230 0.569550 0.658290 0.324630 0.076135 0.986930 0.095944 -0.364200 0.054293 -0.138460 0.078871 0.092315 -0.137020 0.523280 -0.086784 -0.086784 -0.087785 -0.378650 -0.378650 -0.394550 -0.394550 0.072109 -0.164100 -0.164100 -0.635950 -0.164260 -0.159240 -0.163700 0.075060 0.131770 -0.382350 -0.391290 -0.821130 -0.078264 0.000000 0.000000 0.000000 -0.232660 -0.625130 0.048404 -0.393630 0.569550 -0.393860 0.089851 0.309050 -0.130140 -0.130140 0.076135 0.076135 0.069239 -0.417840 -0.364200 0.085076 -0.319140 -0.131690 -0.101450 -0.962360 0.000 0.000 -0.233 -0.233 0.392 0.000 0.506 0.000 0.325 -0.130 -0.130 0.000 0.000 0.000 0.000 -0.364 0.000 0.000 0.000 0.000 -0.138 0.143 0.000 0.000 0.000 -0.050 0.329 -0.138 -0.138 0.276 -0.159 -0.153 -0.153 0.132 0.132 0.213 0.605 -0.302 0.000 0.000 0.000 0.000 0.000 -0.233 -0.233 0.392 0.000 0.506 0.000 0.325 -0.130 -0.130 0.000 0.000 0.000 0.000 -0.364 0.000 0.000 0.000 0.000 -0.138 0.143 0.000 0.000 0.000 -0.050 0.329 -0.138 -0.138 0.276 -0.159 -0.153 -0.153 0.132 0.132 0.213 0.605 -0.302 0.000 0.000 0.000 11.3968865 4.8476663 9.7236734 6.7158769 12.4410731 11.9276937 12.3042335 12.1104332 10.6227679 9.8512409 12.0588216 12.6204661 7.2540913 12.2042414 11.6373302 10.2856008 5.7319706 11.8965355 8.6451742 10.6443506 11.0108975 10.2185621 11.7519907 12.8860332 12.4310783 9.0871332 -0.1295761 3.9996663 9.8150994 10.8714436 11.1096874 12.5433650 11.6478481 0.4553338 11.3597335 10.7780291 14.8387148 8.6385717 6.8871950 9.0502963 8.1324823 11.2977001 9.0785119 8.5551359 10.0694400 9.3511775 3.6777450 11.4414288 8.2776552 9.8512409 12.7842116 1.8703844 10.2063358 10.4435611 4.5708272 7.8760116 0.8704239 10.6873709 NA 8.8830119 10.4605065 10.6443506 11.6019184 11.2279393 11.2166240 11.2249122 1.8703844 1.4553338 8.0550893 9.4684397 8.3236578 4.3939516 10.9518707 12.5133415 11.6080571 12.0597485 10.7944575 9.2443398 9.5187448 10.8784867 7.6615501 9.7959417 10.5033824 4.3298197 NA 6.9631446 8.1963223 9.7727624 10.0669894 7.1087921 10.2701992 5.4249758 TCGA-CN-4730 62 0 NA 817 head and neck stage iva t4a n1 NA male 2010 NA no head and neck squamous cell carcinoma 47 1963 1 white not hispanic or latino 1 2 3 3 3 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.068935e-06 1.198385e-06 6.8843525 NA 10.5953790 -1.2553222 4.1371182 10.5306626 8.2897658 3.5521557 9.1856706 14.7853052 6.7220807 7.5585830 7.8792279 0.3297551 8.9542548 8.3613503 4.6027835 0.7447639 9.6621734 8.9939149 NA 1.0667436 6.9832057 1.5521803 11.3125199 NA 11.3416900 10.6814393 11.0667295 9.2021824 -0.2551500 2.3297551 1.7448069 8.5494166 -0.2551500 2.5521557 13.8958973 6.8428330 11.0092440 10.5557747 7.7727072 5.6396200 11.7792565 0.7447639 NA 12.7352600 10.9030955 6.5902921 NA 10.8621198 7.4065443 11.1528657 7.5649802 4.0302036 1.0667436 5.0115896 -1.2553222 5.4172281 3.6516947 14.6656658 14.5117871 10.8773012 12.3924847 NA 2.7448069 12.6561934 NA -1.2553222 8.5569788 11.0821446 -1.2553222 18.3474061 8.7249411 7.4521605 -0.2551500 -0.2551500 12.5447913 6.5195891 3.4996928 10.2099800 11.0417177 14.4909221 9.6546946 5.2366533 1.9147176 11.6865827 9.0622140 3.5521557 12.0522869 7.9370942 9.8135797 11.8433271 -1.2553222 8.4795111 8.8970864 8.7419809 NA NA 1.5521803 6.2446474 9.2897658 8.8546322 0.3297551 1.3297551 -1.2553222 4.7448016 0.3297551 10.6964504 5.0846511 13.5389126 9.2837954 11.4030129 3.0667264 13.5531623 3.8740887 8.5129857 11.6176687 7.9951001 9.3841422 10.1253599 6.1285058 8.6411338 10.3627279 -0.2551500 6.6873155 4.7671675 6.7560292 11.3250600 7.6784924 12.2887999 8.1626542 NA 9.9197271 -0.2551500 0.0096941 0.0096941 0.3752400 0.3511700 0.0077907 0.0077907 0.7944700 -0.2845600 0.0024635 0.0024635 0.0024635 -0.3744000 -0.3744000 -0.3744000 0.0979440 -0.0066764 -0.0066764 0.0042078 0.0042078 -0.3084100 -0.3084100 -0.2955900 0.0597600 0.5920200 0.6274000 -0.0763110 0.3518200 0.3518200 -0.0065382 -0.0396980 0.0000000 -0.0616580 0.0096941 0.0096941 0.0096941 -0.3861900 -0.3654700 -0.3694300 -0.3694300 -0.7548900 0.0060755 0.0060755 -0.0050177 -0.3703300 -0.3703300 -0.3703300 0.0077907 -0.2845600 -0.2845600 0.0024635 -0.3744000 -0.3744000 -0.0506730 -0.0506730 -0.0506730 -0.0066764 -0.0066764 -0.0124710 -0.3084100 -0.3084100 0.2665200 0.2665200 -0.2955900 0.2841800 0.2841800 -0.4055300 0.0597600 -0.3865200 -0.4246300 -0.0763110 -0.0753770 -0.0870810 -0.0415990 -0.0181720 -0.0065382 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 0.267 -0.296 0.284 0.284 -0.406 0.000 0.592 0.205 0.000 0.000 0.000 0.000 0.352 0.352 0.000 -0.366 0.000 0.000 0.013 0.378 -0.755 0.000 0.351 -0.019 0.000 0.000 0.794 -0.285 0.000 0.000 -0.374 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 0.267 -0.296 0.284 0.284 -0.406 0.000 0.592 0.205 0.000 0.000 0.000 0.000 0.352 0.352 0.000 -0.366 0.000 0.000 0.013 0.378 -0.755 0.000 0.351 -0.019 0.000 0.000 0.794 -0.285 0.000 0.000 -0.374 0.000 0.000 0.000 9.9215979 1.7448069 9.5594079 3.7891971 12.1037273 12.3125163 8.4744223 11.1765602 8.6243846 6.9046732 10.9417109 11.4816261 6.2366552 10.4114693 10.6699849 10.3755235 3.6574457 12.0522869 9.7476165 9.8135797 10.8516915 9.7994058 10.8142512 12.9632141 13.4615673 9.1846324 0.7447639 3.8740887 9.7156264 9.8539791 11.5965505 11.9250214 10.6964504 NA 11.4238416 11.4592616 14.3643024 8.0232509 5.1877440 9.1835932 9.0723540 10.5379983 9.6928327 8.5179406 10.0757183 10.0033675 9.6621734 11.1671291 8.6304979 6.0757187 12.7352600 -1.2553222 9.8702149 10.8773012 4.8945462 5.1371182 -1.2553222 8.6043364 -1.2553222 8.2761830 7.2286177 9.8135797 11.8433271 12.2924190 8.8970864 12.1064711 2.2042346 NA 5.9736205 8.7448016 3.6989963 1.3297551 10.6964504 11.9142567 11.4030129 12.8251193 11.5509482 11.7179607 9.1067451 10.1253599 7.5585830 10.3818791 9.6043362 0.3297551 -1.2553222 3.5521557 7.6088639 10.2496204 9.4269182 6.0485828 9.4786641 5.6027835 TCGA-CN-4731 63 1 998 993 head and neck stage iva t4a n2c NA female 2010 NA no head and neck squamous cell carcinoma 60 NA 3 white not hispanic or latino 2 2 3 2 2 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 6 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 7 0 0 0 6 0 0 0 0 0 0 5 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 7 0 0 3.086326e-06 1.491146e-06 8.3794845 -1.1102928 10.2575975 2.3490821 4.0595629 10.6828336 7.9691217 4.7965251 8.6361511 16.5697078 7.1517320 8.7413857 7.9064451 0.4745658 8.9691214 7.3200893 4.2643262 4.7722816 6.3074886 9.2905161 1.6969731 -0.1102928 11.1238554 4.7225261 11.1217579 -1.1102928 11.3059065 10.4741296 10.7472290 9.4471004 NA NA 3.8896390 8.5385335 NA NA 13.5963486 6.0990911 10.3268686 11.5073338 7.8525326 7.9449193 13.1730145 3.4746048 -1.1102928 12.8497292 8.9381237 8.5116886 -1.1102928 12.2859740 8.0489783 12.5912681 7.8697764 6.4287956 6.0085788 2.7965355 -1.1102928 1.4746177 NA 16.3401226 16.2928942 10.1387502 12.6512919 -0.1102928 2.5900750 11.5130611 NA 1.4746177 8.8350806 10.4632839 3.8438331 17.7275018 12.8175999 NA 0.4745658 4.3490680 12.4216273 6.5900765 2.8896293 9.6736990 10.5080222 15.7745823 9.2339326 6.3974316 2.4745918 11.4795220 9.8151911 3.2819504 12.8039920 8.8496387 10.7799010 11.5596290 NA 8.1517315 7.2339331 6.6905372 NA -1.1102928 0.8896293 6.4820932 9.8924517 8.3511164 1.6969731 2.3490821 4.7722816 5.7351268 -1.1102928 10.6648355 6.4745999 13.4580679 8.5626454 12.0547008 3.3490680 13.5582448 7.3408480 8.9216824 10.8372737 10.6184076 9.1540794 10.9178882 10.8365431 13.3761576 11.4011423 NA 7.7905036 6.3074886 8.1015251 12.0025649 8.1842575 11.8608210 8.9022614 0.4745658 10.5491868 NA 0.00374650 0.02876300 0.67011000 1.65240000 0.02440800 0.02440800 0.22557000 -0.58921000 0.41095000 0.41095000 0.42335000 -0.65108000 -0.65108000 -0.03612900 0.60727000 0.01377200 0.61589000 -0.00151240 0.00952850 0.00013863 0.00013863 -0.00346270 -0.02155300 -0.04088800 -0.01256400 -0.65435000 0.40039000 0.40039000 -0.03156500 -0.03812300 -0.63840000 0.00000000 0.02876300 0.02876300 -0.00346270 -0.64452000 -0.64452000 -0.64828000 -0.64828000 0.00972760 0.05775400 0.04540300 0.01726000 -0.63623000 -0.63623000 -1.24330000 -0.00489970 -0.58921000 -0.58921000 0.35267000 -0.65108000 0.02904400 -0.00975490 -0.00975490 -0.00360110 0.01377200 0.61589000 -0.04129500 0.00013863 0.00013863 -0.00510650 -0.03863100 -0.00346270 -0.02753500 -0.02753500 -0.02155300 -0.02777900 -0.01256400 -0.01857300 -0.65435000 -0.01106000 -0.04847800 -0.01904000 -0.01904000 -0.01904000 0.000 0.000 0.000 0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.400 0.400 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 0.966 -0.686 0.000 0.000 0.226 -0.364 0.353 0.353 -0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.400 0.400 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 0.966 -0.686 0.000 0.000 0.226 -0.364 0.353 0.353 -0.615 0.000 0.000 0.000 10.8878746 0.8896293 10.6853193 3.7476130 11.6332090 13.6627688 12.1911330 11.7398236 10.2521286 9.2171895 10.7248977 12.3377531 7.3490680 10.7825589 12.4270978 10.4229665 4.2252055 12.8039920 7.8811586 10.7799010 11.1954135 10.8977152 11.4469593 13.0965458 13.3117672 9.7806610 NA 3.9340352 9.7538230 10.5805078 10.9036572 12.2136766 11.3807383 NA 11.2945122 10.5208138 14.3516251 8.5189934 6.8554204 8.3408480 8.9230597 11.4694241 9.4276801 8.8726303 10.3989169 9.5244479 6.3074886 10.4053366 6.8952614 6.5262613 12.8497292 1.2115730 10.3959443 10.1387502 5.7600027 4.6969898 1.2115730 9.7335579 1.2115730 9.1680861 8.1493798 10.7799010 11.5596290 10.4166250 7.2339331 11.8292160 1.8896293 NA 6.9823936 9.0893091 5.3814910 4.1375609 10.6648355 11.4717787 12.0547008 12.3920957 10.6060275 11.2971701 8.4727197 10.9178882 8.5620623 9.6470268 10.6386681 0.8896293 -1.1102928 8.6411808 9.0739295 8.6021636 9.4764765 6.0495088 10.5629459 3.8438331 TCGA-CN-4733 61 0 NA 1586 head and neck stage iii t1 n1 NA male 2010 NA no head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 1 2 1 1 1 3 1 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.144368e-06 4.508117e-07 10.96898668 NA 10.19518234 4.30400718 6.52897288 11.11007243 4.88896724 8.04816751 8.23474368 16.30542318 7.29041703 8.09842219 7.73696537 1.30398527 9.62412978 7.95935808 5.06953892 5.92459163 8.80066019 8.26284889 3.30399988 -1.01800126 8.24886449 5.72354491 11.28471701 0.98207178 10.21209848 10.58755758 10.26979047 11.18358942 2.56703428 NA 4.15200490 9.49206087 NA NA 14.16466643 7.17683536 9.35928857 11.78641083 9.41670634 7.42916149 11.21719478 5.19153107 NA 10.59125678 12.63749702 8.90243089 5.52123609 9.90911529 4.06953892 11.90763253 7.59310274 8.18175058 -0.01785518 NA -1.01800126 0.98207178 1.30398527 16.39295174 17.11526055 10.11778736 12.87708528 0.56705863 7.92752199 10.95074491 0.98207178 4.02647254 8.98348617 10.85897872 4.47392975 17.60727376 13.31732886 NA 2.56703428 3.15200490 12.01790817 10.36794051 6.72354491 11.39748447 10.14824116 16.29022156 9.05621961 5.23000698 3.30399988 10.79264976 10.42346609 8.82756818 11.78458234 9.09972126 11.25820249 11.92404268 1.30398527 8.53858433 11.02954289 5.59678908 NA 1.56705863 6.17190334 6.38295770 9.12290796 10.46236342 4.81496564 3.44151004 NA 4.47392975 NA 11.00790979 -0.01785518 12.20653206 9.32971047 10.70274991 7.70317755 13.21607218 4.59678610 7.63671379 11.33687845 9.44662389 9.17929482 9.88550054 8.94352785 11.72754234 11.96720846 1.56705863 11.08634923 7.82442865 8.26748009 12.00166881 8.06422702 12.12991898 8.69803994 0.98207178 9.14320998 3.37439964 -0.01096700 -0.01096700 -0.02958400 0.01321300 0.07800600 0.07800600 0.02132300 0.02132300 0.01363200 0.01363200 0.01363200 0.03524200 0.03524200 0.03524200 0.03524200 0.01042400 0.01042400 0.00083195 0.00083195 -0.05980700 -0.05980700 -0.07614500 -0.02862800 -0.01780300 -0.01780300 -0.06316600 0.12874000 0.12874000 0.00680440 -0.02698800 0.00000000 0.00634930 -0.01096700 -0.01096700 -0.01096700 -0.02958400 -0.02958400 -0.02958400 -0.02958400 0.07469600 -0.05999500 -0.05999500 -0.05999500 0.01321300 0.01321300 0.01321300 0.07800600 0.02132300 0.02265800 0.01363200 0.03524200 0.03524200 -0.01009400 -0.01009400 -0.01009400 0.01042400 0.01042400 0.00083195 -0.05980700 -0.05980700 -0.00318590 -0.00318590 -0.07614500 -0.00360110 -0.00360110 -0.02862800 -0.02862800 -0.01780300 -0.01780300 -0.06316600 -0.06316600 -0.08638600 0.00680440 0.00680440 0.00680440 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.5229326 NA 10.2317190 8.0209972 11.4023015 11.5967810 10.1866492 10.8715820 10.4824221 10.8855834 11.0319267 11.1071686 9.4301943 10.8216755 12.1395829 10.3743955 3.6091048 11.7845823 9.4689132 11.2582025 11.1613652 10.5115087 10.8585950 12.6966392 12.6125727 6.8708209 0.5670586 4.0264725 9.4114849 9.5260766 10.9165061 11.9512847 11.0980971 2.3040145 11.4296779 10.6155275 14.5907652 8.9245925 8.5251101 8.7716116 8.6685787 11.8503219 8.3177142 8.1963970 10.2915544 8.5519335 8.8006602 10.4987631 8.6059595 12.7911428 10.5912568 2.8889672 10.2622688 10.1177874 5.5670404 10.2418214 0.9820718 9.5115086 -1.0180013 9.1976111 11.5066198 11.2582025 11.9240427 11.1273734 11.0295429 11.6549454 3.0695475 4.5670404 9.0196249 11.3649723 11.0397314 5.0481664 11.0079098 11.4289029 10.7027499 11.4816749 10.6187027 10.4322583 10.3494929 9.8855005 7.1165041 10.1036116 10.3576606 5.8275675 NA 0.9820718 10.1529045 9.6685787 9.7950576 7.4374050 9.9384543 5.5670404 TCGA-CN-4734 70 0 NA 1690 head and neck stage ii t2 n0 NA male 2010 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino NA 6 3 3 3 3 NA NA NA NA 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 2 0 0 0 0 0 0 0 0 0 1 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.404083e-06 1.90728e-06 9.5114348 NA 10.2893472 2.8884608 4.9108334 10.1452662 2.8884608 6.2635077 8.7893348 16.6463331 7.3962623 7.8542519 6.9163739 NA 9.9679526 8.9865000 4.5323232 4.9759328 3.1363883 8.2635072 0.4734233 NA 9.6274046 3.0583858 11.3972530 5.7832864 10.6836958 10.8877632 10.6525101 10.8845882 0.4734233 NA 2.8884608 9.4500517 NA NA 13.9624002 6.1830895 10.1784867 11.6911861 8.6299347 6.0382145 9.6990395 0.8884608 NA 13.5764995 13.6024450 8.9423937 -1.1115392 11.2305425 7.5705145 12.3352927 5.5749673 6.4658961 NA -0.1115392 0.4734233 -0.1115392 NA 15.3876127 16.8315576 10.7046515 13.1460030 -0.1115392 5.6163871 11.5082293 -0.1115392 1.4734233 8.8743098 10.7772111 2.8884608 19.9245120 13.7223462 NA 1.4734233 NA 12.0983781 7.5784655 6.0782917 12.3229918 9.9328620 15.8925786 9.9612704 0.4734233 2.3478924 11.6498113 10.0235358 6.6433555 12.3050411 9.1304509 11.6895699 12.4728432 -1.1115392 8.2850725 11.5352515 2.6958157 NA NA 6.0074086 6.4507098 9.4883806 9.7915964 1.4734233 1.4734233 0.4734233 3.9328643 NA 11.0832247 NA 12.3166971 9.9266392 11.0119426 4.0979226 13.6456495 6.9383164 7.9812248 11.2363660 8.1482112 9.5395194 10.0473993 7.1363955 10.5354765 11.3568374 1.2103889 10.5004148 5.8309829 7.9545569 11.8822908 8.6958226 11.3039456 8.7276717 0.4734233 12.1608060 0.4734233 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.059957 NA 9.160164 8.718191 11.616814 11.563757 11.356583 11.593020 9.405153 10.296798 10.712233 12.047078 9.436326 11.534802 12.754491 11.640848 1.355749 12.305041 10.718983 11.689570 10.384822 9.980564 10.305851 12.652381 12.469080 8.362174 -1.111539 3.136388 9.464952 10.402195 10.3031531 12.0773657 12.0856845 -0.1115392 11.5538037 11.0122659 14.5258560 10.1046074 7.6665450 9.0292977 8.4939475 12.7109391 9.2500717 6.9383164 10.2624205 9.0280193 3.1363883 11.2683877 8.7711108 8.7260959 13.5764995 3.5889125 10.5524706 10.7046515 5.1552554 7.6763704 -1.1115392 10.6800377 NA 8.8556942 9.0918159 11.6895699 12.4728432 11.5230520 11.5352515 11.5462329 5.9108358 NA 8.5835221 10.3912997 6.5679485 4.6698262 11.0832247 12.2220425 11.0119426 11.8320816 10.2580652 9.7825277 9.7518798 10.0473993 7.2721725 10.0770567 10.3199655 3.8426671 0.4734233 0.8884608 8.9782494 9.8339117 10.4654245 6.8940926 10.1238838 4.0177527 TCGA-CN-4735 52 0 NA 1737 head and neck stage iva t3 n2b NA male 2010 NA yes head and neck squamous cell carcinoma 120 NA 5 white not hispanic or latino 2 4 1 1 2 4 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.438761e-06 1.560502e-06 11.4353611 1.6060158 11.4867662 1.1909941 5.0322992 10.4081471 2.7759566 6.9679790 9.8891230 16.3897300 8.0654662 8.0998901 7.1834637 -1.3940316 8.7659060 8.8739919 5.1399115 7.1217345 3.4133910 10.3571603 2.6934981 0.6060631 10.0675142 10.8351539 11.9252835 NA 10.3799981 10.8584045 10.4250162 10.6997824 NA 2.6934981 3.4640147 9.3459671 NA 3.3609261 11.4886778 4.7557796 9.2417527 11.6896803 8.3542278 8.4810159 10.1768391 8.7340291 -1.3940316 13.4880090 13.4476482 8.7570513 1.6060158 10.0898505 4.0323037 11.8253545 5.4004491 7.1256707 NA NA 2.4133774 4.3339532 1.1909941 13.5044472 15.5083767 8.7721978 12.6197063 -0.3940316 3.9279628 8.3491861 7.7734531 2.3064664 9.3890328 11.7860993 3.3064810 16.9263990 13.3559042 6.9854128 2.4133774 4.0654689 11.9959349 8.1567814 4.6284003 11.3738033 9.6109575 14.9326398 9.6868522 7.5861740 7.7119429 9.7191258 9.8675421 7.0364868 11.5102403 12.0536346 9.9183505 11.9076738 NA 8.5099167 11.2228133 8.8983562 -1.3940316 NA 8.3047392 7.6144632 9.9290894 9.9646860 2.5129348 5.0817700 NA 10.2036217 NA 11.4160038 8.2534930 12.3408502 9.3739544 11.4202166 2.3064664 12.9981509 8.9358310 9.0354414 11.3405327 11.7955504 9.3047394 10.3667546 5.8252030 12.2940664 10.4089549 3.9635851 11.1063787 10.4069347 9.6774971 11.6579234 8.0817684 11.8368058 8.7696845 -1.3940316 8.7236777 1.1909941 0.00097064 0.01209700 0.66863000 -0.03667400 -0.66993000 0.03524200 0.02440800 0.80578000 0.01796300 0.01796300 0.01796300 -0.66315000 -0.65221000 -0.67150000 -0.67609000 -0.66420000 3.65690000 0.00000000 0.00000000 0.02048300 0.02048300 0.00527490 -0.01904000 0.00610900 0.00610900 -0.67994000 -0.01174900 -0.01174900 -0.03389100 0.00152550 0.00152550 0.77406000 0.00097064 0.00097064 0.01209700 -0.67049000 -0.66179000 0.04925600 -0.65305000 -0.67609000 -0.66022000 -0.66022000 0.01405100 -0.05180700 -0.03108600 -0.05772200 -0.67701000 -0.65892000 -0.69313000 -1.29290000 -1.29290000 -0.03844200 -0.02000100 -0.02000100 0.00819590 -0.66420000 -0.64977000 -0.03483100 -0.01629200 0.02048300 -0.65789000 -0.69260000 0.02679500 0.00944910 0.00944910 -0.01904000 -0.01904000 -0.66452000 -0.66452000 -0.20224000 0.00291330 0.00124810 -0.12486000 -0.12486000 -0.12486000 0.000 0.000 -0.664 -0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.674 0.000 -0.639 -0.639 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.648 -0.648 -0.660 -0.660 0.000 0.000 -0.670 0.000 0.000 0.000 0.000 0.000 -0.606 0.000 -0.125 -0.125 0.000 0.000 -0.664 -0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.674 0.000 -0.639 -0.639 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.648 -0.648 -0.660 -0.660 0.000 0.000 -0.670 0.000 0.000 0.000 0.000 0.000 -0.606 0.000 -0.125 -0.125 10.318992 3.606039 10.168368 6.464016 10.822174 13.111152 9.624235 11.677497 10.957250 10.122227 10.804787 12.096760 9.572540 11.111846 10.951440 10.804173 6.032971 11.510240 11.847869 9.918350 9.981074 11.084804 10.535116 12.990081 12.005441 11.408955 2.775957 4.278461 8.624235 10.645982 11.060591 11.109860 12.972425 1.190994 11.590275 11.110854 14.989044 9.080755 7.939190 9.188177 10.340744 12.061233 9.405923 9.004778 9.556591 9.202224 3.413391 10.984330 7.932464 9.767796 13.488009 4.360919 10.446813 8.772198 5.512925 8.095883 5.249893 9.902951 3.129596 9.521167 10.981346 9.918350 11.907674 11.796014 11.222813 10.813354 7.503880 3.249885 8.432297 11.943517 8.833651 4.190994 11.416004 11.283975 11.420217 12.051826 10.652136 10.228087 11.087834 10.366755 8.710634 9.961386 11.256189 2.927972 2.998358 7.152929 10.595188 10.297342 10.127144 8.717171 10.939470 4.190994 TCGA-CN-4736 70 1 395 NA head and neck NA t1 nx NA female 2010 NA NA head and neck squamous cell carcinoma 45 1980 NA white not hispanic or latino 1 3 3 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 3.121004e-06 6.935564e-07 9.4379081 NA 10.1066329 4.3926540 6.3051935 10.3573092 1.8901743 7.6120155 8.5859649 16.8944209 6.5782127 8.0556219 7.5936757 4.6975125 9.5625819 8.4067322 5.3495882 5.6028755 7.9223555 9.0205842 2.0421540 NA 9.5040483 5.9199049 11.0719990 2.3051826 10.5223440 10.6104959 10.4379080 11.4652756 1.5275708 -1.2796340 5.0600820 8.6123798 NA NA 13.1474789 6.6089748 9.2642301 11.2853337 9.2976603 7.8926594 10.9669721 4.5275896 NA 12.3258268 12.2934054 9.5032299 -0.2798091 10.9275510 5.1668199 11.9572921 6.9538507 6.7700798 3.2437909 -1.2796340 0.7201909 2.9681645 1.3052118 16.6978011 17.0409564 9.9075837 12.8079430 0.7201909 6.1296230 11.5787954 -1.2796340 3.5782142 9.1104006 10.7471008 2.1796703 18.3800655 12.6678685 NA 3.6271165 3.4751238 11.8334854 11.7333798 4.8901548 11.2531475 10.3445701 15.1850964 9.1817111 4.2437909 4.3926540 10.4751190 10.1449228 5.9870184 11.4290525 9.1888556 11.2974243 12.1321397 0.3052118 8.3604767 11.1396651 6.3126888 NA 1.8901743 5.8495139 7.0821757 9.6457859 10.7387795 1.7202347 4.9100562 NA 6.0331146 NA 11.2396221 0.7201909 13.0592464 9.5972012 11.2369166 5.8597832 13.3322361 3.0421540 8.1796633 11.0947277 10.3877867 9.5921369 10.8819933 7.8750496 11.8428978 11.6887184 2.9681645 11.0062117 7.4616988 9.1888556 11.9554979 8.5275865 11.6998354 9.0205842 -1.2796340 10.1532954 2.8076846 -0.11644000 -0.11644000 0.28739000 0.65829000 2.68780000 0.25715000 -0.02562000 -0.02562000 -0.33964000 0.46536000 0.32253000 0.00000000 0.00000000 0.00000000 0.00000000 0.35692000 -0.16128000 0.01600600 0.01204700 0.67623000 -0.00926660 0.00471900 0.00360760 0.17543000 0.17543000 -0.32333000 0.16100000 0.16100000 0.19390000 0.01356500 0.01356500 -0.13790000 -0.11644000 -0.11644000 -0.15093000 -0.32925000 -0.33090000 -0.33090000 -0.33090000 0.01014600 0.01014600 0.01014600 -0.33606000 0.04131700 -0.46387000 -0.00110270 0.00000000 -0.02562000 -0.16371000 -0.33964000 0.00000000 0.00000000 -0.00552560 -0.00552560 0.00485790 -0.33433000 -0.02369400 -0.00553750 -0.00818010 -0.00581400 0.00961270 0.00346870 0.01140000 -0.00332430 -0.00332430 0.00360760 0.00360760 0.16842000 0.16842000 -0.32333000 -0.00013862 -0.15643000 -0.38055000 -0.37053000 0.19390000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.175 0.175 0.000 0.000 -0.118 -0.118 0.161 0.161 -0.156 0.000 0.000 -0.116 -0.040 0.290 0.000 0.000 0.325 0.000 0.000 0.000 0.000 0.000 -0.120 0.220 0.000 0.000 -0.381 -0.187 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.175 0.175 0.000 0.000 -0.118 -0.118 0.161 0.161 -0.156 0.000 0.000 -0.116 -0.040 0.290 0.000 0.000 0.325 0.000 0.000 0.000 0.000 0.000 -0.120 0.220 0.000 0.000 -0.381 -0.187 11.079707 NA 9.846123 8.187837 11.423919 11.117893 10.781265 11.464224 9.629375 10.091464 10.975850 11.709271 9.763942 10.645044 10.456211 11.036230 4.682084 11.429053 9.602875 11.297424 10.600198 10.553912 10.409793 12.558608 12.480536 7.753655 2.627117 4.179662 9.384679 9.178638 10.9481483 11.9969376 12.0618894 1.8901743 11.1553809 10.6733367 14.7187978 9.5154596 7.8339735 8.8495146 9.4549412 12.6574215 7.9897555 7.9026259 10.0073668 8.5324089 7.9223555 11.0168611 8.2300065 8.5704185 12.3258268 2.0421540 10.0331145 9.9075837 5.4751206 6.8391723 0.3052118 10.4473012 -0.2798091 8.9916947 9.2555069 11.2974243 12.1321397 11.3992718 11.1396651 10.6334950 5.5905960 6.4684237 8.6697666 13.2522221 6.7646261 5.1959657 11.2396221 11.5275865 11.2369166 11.6651266 10.3275619 10.5594354 9.9051069 10.8819933 6.5967488 9.9266355 10.7346008 2.0421540 3.4751238 1.3052118 10.2435191 9.9174483 9.7748360 6.4950187 10.7167051 5.5146462 TCGA-CN-4737 19 0 NA 625 head and neck stage iva t2 n2b NA male 2010 NA yes head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 2 3 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.283079e-06 6.242008e-07 10.2238075 NA 9.9500385 3.7621893 6.3866816 10.6160209 7.5661073 7.8354403 8.7963486 14.9896671 7.1360714 8.3065120 7.5522687 NA 9.2238075 8.3690284 5.0451240 5.0050496 9.1197437 8.4402633 -0.1446481 NA 10.2314264 7.8887238 11.7838193 5.6881916 10.8185583 10.6043323 10.5561742 10.4137216 0.4403144 -0.1446481 4.9845848 9.2557429 -1.1446481 0.8552722 13.8547285 7.6562010 8.9755388 12.0429623 9.6407534 7.9267633 11.3479053 4.5277272 NA 13.5750641 12.3596234 8.4791825 -1.1446481 12.3663123 10.9047207 12.6609441 6.6945042 6.4175437 3.3788584 NA -1.1446481 0.4403144 NA 14.0271005 14.0782370 10.6818495 13.5596369 NA 5.5967682 12.1216483 -0.1446481 2.1772162 9.3531528 10.9608821 0.8552722 18.6305512 10.9585888 1.6626613 3.2476238 2.5557425 12.3415075 11.2545789 4.2815647 12.1635490 10.0889207 15.7284447 9.8468228 7.2128533 3.8094968 10.3645812 10.0183216 7.2857536 11.5723347 8.7992810 11.0509808 11.6943079 NA 8.5382957 10.9913308 6.5418013 NA NA 4.8325812 7.5729776 9.6068451 10.5027594 3.7621893 4.6366594 3.7132779 5.4552154 -1.1446481 10.8651296 NA 13.1572258 9.7147347 10.9625181 7.7225794 13.0411830 4.9638255 7.7889917 10.8748917 11.2623031 9.9193700 10.1860330 10.0598721 12.8624159 12.1168083 2.1772162 9.6110231 7.3788627 9.0339658 12.1239892 8.4589274 11.3131948 9.7576760 3.3788584 11.2987626 1.6626613 3.6569000 0.0000000 0.3889900 0.5035900 -0.0343590 -0.0059522 0.7746400 -0.2481200 -0.0483420 1.1177000 1.1094000 -0.4337700 -0.4337700 3.6569000 -0.0498300 0.3281800 0.3281800 0.3670700 0.3670700 0.5657800 0.5657800 0.3103300 0.0329860 0.1008900 0.1008900 -0.1217400 0.4985700 0.4985700 0.3809500 0.3130600 -0.7982000 -0.0220580 -0.0236050 0.0000000 0.0000000 -0.4528200 -0.4248400 -0.4242900 -0.8079000 0.3744600 -0.4042900 -0.4042900 -0.4089500 -0.4237500 -0.4123400 -0.4487800 -0.0343590 -0.2481200 -0.3035000 -0.0483420 -0.4337700 -0.0498300 -0.4718200 -0.4378900 -0.0343430 0.3281800 0.3281800 0.3111300 -0.4302900 0.5657800 -0.0476940 -0.0383060 0.3103300 0.3069700 0.3069700 0.0329860 0.3002600 -0.4187700 -0.4562900 -0.1217400 -0.1056500 -0.4795500 -0.2918900 -0.2918900 0.3556100 -0.391 0.000 0.328 0.328 0.367 0.367 0.135 0.000 0.310 0.307 0.307 0.000 0.267 0.101 -0.315 -0.106 -0.106 0.000 0.000 0.499 0.499 0.000 0.248 0.000 0.000 -0.425 0.403 0.374 -0.030 0.091 -0.412 0.000 0.000 0.527 -0.248 0.000 1.109 -0.434 -0.434 -0.292 0.064 -0.391 0.000 0.328 0.328 0.367 0.367 0.135 0.000 0.310 0.307 0.307 0.000 0.267 0.101 -0.315 -0.106 -0.106 0.000 0.000 0.499 0.499 0.000 0.248 0.000 0.000 -0.425 0.403 0.374 -0.030 0.091 -0.412 0.000 0.000 0.527 -0.248 0.000 1.109 -0.434 -0.434 -0.292 0.064 11.048518 1.855312 10.040139 4.942763 11.859346 12.452609 10.027729 12.130989 9.851068 9.522412 11.259644 12.515185 7.765194 11.085622 11.646260 10.412286 6.554908 11.572335 9.207344 11.050981 10.645242 10.355645 10.840075 12.908154 11.979000 8.843986 2.177216 3.177232 9.761440 10.026478 10.6726844 11.6610449 11.1679004 2.5557425 11.9977272 10.5505293 12.5345578 9.3973655 7.4773527 9.1197437 9.1453198 11.5161882 8.6939535 7.8181968 10.4379134 8.4810099 9.1197437 10.9894064 8.0277286 6.6690821 13.5750641 2.7622000 10.1226728 10.6818495 5.3147328 5.6754801 1.6626613 9.5942376 -1.1446481 8.8225272 9.5206369 11.0509808 11.6943079 9.9146454 10.9913308 11.7417597 4.2815647 5.3471554 8.4691090 12.2694576 6.1681847 4.7860369 10.8651296 12.2368439 10.9625181 11.8686236 10.3451490 10.0617049 9.7054878 10.1860330 7.0352104 10.5883163 10.7183257 1.6626613 2.9427585 0.4403144 8.4970275 9.0227190 10.0641450 7.7070499 10.0271033 5.4402646 TCGA-CN-4738 53 1 436 NA head and neck stage iva t4a n0 m0 male 2009 NA NA head and neck squamous cell carcinoma 72 1960 0 white not hispanic or latino 3 1 2 3 2 2 1 2 5 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.190359e-06 1.213724e-06 9.5856994 -1.3610458 10.5998810 0.2237932 3.6831911 10.6838702 7.7262556 7.2898446 9.0235770 16.1069557 7.5305764 7.4332090 7.5871602 4.8482474 9.6687705 9.3112184 5.2970043 5.3802584 10.1618649 8.3869859 2.6387921 -0.3612311 2.0982174 6.9562054 11.9807288 2.8867257 10.4866334 10.5787396 10.5471858 10.9982681 0.6387689 2.0502231 2.8867257 9.4661597 4.3936839 NA 13.7091237 4.7680784 10.0278866 11.9082120 8.0503042 5.8482474 13.1339611 6.2535034 2.7262645 13.8947437 13.6064697 9.4201529 1.2237314 12.3763574 7.2087630 12.6999955 6.6444173 8.3581817 2.8867257 NA -0.3612311 2.8087145 -1.3610458 15.4311765 15.8928827 10.7658201 13.0544029 NA 4.7262536 9.9669070 1.2237314 2.7262645 9.1023175 10.7567608 1.9607341 18.9078033 11.7033675 NA 1.4461503 2.7262645 11.9472744 7.6913611 6.3322801 11.8926096 9.7764246 15.9243759 9.5561652 5.1779537 2.8867257 10.6391453 9.9968949 6.9919401 12.1316928 8.4332090 11.8830083 12.2539629 0.2237932 8.4283267 11.9751602 4.8676099 -1.3610458 NA 3.9963435 6.8482461 9.5137744 10.5068440 3.4967691 6.4003449 3.4967691 6.2754168 NA 10.8171468 0.9607341 12.6757394 9.7200635 11.1328987 5.8676123 13.2175196 5.3802584 7.7102554 11.0072996 8.6818203 9.1564626 10.4590758 11.1341485 9.9573360 11.7593550 3.2826474 10.1053795 8.3768855 8.4921027 11.8037000 8.3633069 12.1730960 9.2726965 NA 11.0995050 2.2237623 0.0294660 -0.0049172 0.1448800 0.5745100 -0.0977390 -0.0977390 3.4896000 0.1706100 -0.1713200 0.2660800 0.2660800 0.0365120 0.0365120 0.0365120 0.0365120 0.1245700 0.2791600 0.6704800 -0.0048461 0.0387710 0.0387710 -0.0210980 -0.0091286 0.0000000 0.0000000 -0.1257600 0.1305100 0.1305100 0.2471600 0.0043817 -0.0135400 -0.0135400 0.0294660 -0.0049172 -0.0049172 -0.1510600 -0.1510600 -0.1609000 -0.1609000 -0.0931390 -0.0931390 -0.0931390 -0.0206870 0.1319900 0.1290400 0.1290400 -0.0977390 0.1706100 -0.1692900 -0.1713200 0.0365120 0.0365120 0.0346770 0.0346770 0.0346770 0.1336200 -0.0184900 -0.0281890 0.0387710 0.0387710 0.1260900 0.1336200 -0.0210980 0.0784380 0.0700990 -0.0091286 -0.0091286 0.0000000 0.0000000 -0.1257600 -0.0081624 -0.1566900 -0.0837970 -0.0828970 -0.0740100 0.000 0.000 0.125 0.000 0.670 0.000 0.000 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 0.000 0.000 0.000 0.131 0.131 -0.157 0.000 0.000 0.000 -0.151 -0.006 0.000 0.000 0.575 0.575 0.000 0.000 0.170 0.170 0.095 0.266 0.000 0.000 0.000 0.000 0.000 0.000 0.125 0.000 0.670 0.000 0.000 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 0.000 0.000 0.000 0.131 0.131 -0.157 0.000 0.000 0.000 -0.151 -0.006 0.000 0.000 0.575 0.575 0.000 0.000 0.170 0.170 0.095 0.266 0.000 0.000 0.000 0.000 10.999640 NA 10.077102 7.005116 12.107163 15.545015 12.691616 11.907627 10.004022 10.167247 10.946279 12.613925 8.803700 12.048177 11.955782 10.872113 4.589728 12.131693 9.524489 11.883008 11.047654 10.908796 11.794718 12.761730 12.870164 9.403665 -1.361046 5.311220 9.681136 9.979200 11.6710111 12.1779519 11.1231126 1.9607341 11.9944195 10.7690419 15.3879678 9.6210736 7.3182735 9.2599292 9.1818249 12.2214056 7.9791994 7.9830888 10.5438040 9.0930924 10.1618649 11.8073085 7.8555388 9.1544928 13.8947437 3.5456842 10.2658710 10.7658201 5.8087171 8.0817364 2.9607156 9.9218814 -0.3612311 9.5732211 9.0268103 11.8830083 12.2539629 10.9850298 11.9751602 11.9249177 NA 0.2237932 8.1346481 9.9533764 8.1266332 5.0311084 10.8171468 11.7539994 11.1328987 11.6848939 10.1386390 10.3722322 9.4645470 10.4590758 5.9334145 10.2898448 10.5176104 5.5336101 0.6387689 9.5643475 9.9643178 9.9595937 10.4226099 7.4266958 10.7629144 6.0396736 TCGA-CN-4739 71 1 1394 1330 head and neck stage iva t4a n0 m0 male 2009 NA yes head and neck squamous cell carcinoma 82.5 1954 0 white not hispanic or latino 2 2 2 1 2 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 4 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 6.276685e-06 2.150025e-06 8.7614090 -1.4949221 10.7340191 1.0901759 3.5495952 11.0823932 10.2621737 7.2567446 8.6045480 14.6307955 7.5275685 7.1705360 8.7243689 4.6344829 9.1199102 8.9060798 4.6478153 5.6241418 3.9646297 8.8338752 0.8271686 3.4593923 8.6058628 4.9970530 12.1321642 NA 9.9298916 11.0023038 10.7079364 10.5756569 0.8271686 1.2232990 3.4120905 9.9152118 -0.4947188 -0.4947188 13.9977734 4.9314656 9.3575582 11.9476256 8.7661201 5.9230541 10.8352769 3.4593923 NA 13.2148228 11.9528003 9.1143793 2.5052050 12.0380433 12.2456927 12.2964651 8.3189815 6.9481441 -0.4947188 NA -1.4949221 2.8271280 1.9646204 13.3173251 13.5867895 9.4521067 13.2201435 NA 5.7436038 8.1400112 -0.4947188 2.5926603 9.6925526 11.1734206 1.6751385 17.3432286 11.5110004 NA 2.5926603 3.5052050 12.3913733 8.1327341 6.7436052 12.1219410 10.1553546 15.4506214 10.1736423 4.8627539 2.8271280 9.8921407 10.7382208 6.5441190 12.7593432 8.2073731 11.5662340 12.6399476 NA 9.1634119 11.3585099 7.4623027 -0.4947188 NA 5.3631816 8.0228699 9.5900087 9.8461631 2.9646389 3.1490642 NA 6.3189820 NA 10.4083291 5.3755643 13.2113726 9.0842995 10.9419119 2.5926603 13.2528689 4.4359352 8.6447518 10.7946430 11.1881950 9.5570891 10.3588024 11.9403498 11.1571490 10.4314964 2.3125490 11.6115998 6.2865596 7.3939438 11.9361756 8.0287625 11.4100231 9.4113394 -0.4947188 11.7939223 3.1490642 -0.0814720 -0.0814720 0.6122600 0.5280100 0.0393370 0.0393370 0.1488400 0.1488400 0.9795600 0.4682700 0.4775300 -0.0080244 -0.0265440 0.0000000 -0.0227880 -0.3357100 1.5232000 0.1191700 0.1090500 -0.3273900 -0.3273900 0.5413600 -0.1249900 -0.1657000 -0.1657000 -0.0076101 0.3010600 0.3310800 0.0112610 0.1096300 0.1447400 0.1447400 -0.0814720 -0.0814720 -0.0814720 -0.1437000 -0.1374200 -0.1374200 -0.1374200 -0.1602600 -0.1602600 -0.1602600 -0.1602600 -0.3235600 -0.3235600 -0.3235600 0.0393370 0.1488400 0.1488400 -0.0857220 -0.8030200 0.0000000 0.0532370 0.0532370 0.0532370 -0.3441400 -0.1206600 -0.3718900 -0.3273900 -0.3273900 -0.0842620 -0.0842620 0.1149200 0.1162400 0.1162400 -0.1249900 -0.1431000 -0.1617700 -0.1617700 -0.0076101 -0.0076101 -0.2994000 0.0112610 0.0112610 0.0112610 0.000 0.000 -0.262 -0.262 0.119 0.119 -0.327 0.000 0.115 0.116 0.116 -0.125 -0.125 -0.166 -0.166 0.000 0.000 0.145 0.145 0.331 0.331 -0.299 0.000 0.000 0.000 -0.137 0.475 -0.160 -0.160 0.168 -0.324 0.000 0.000 0.149 0.149 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 -0.262 -0.262 0.119 0.119 -0.327 0.000 0.115 0.116 0.116 -0.125 -0.125 -0.166 -0.166 0.000 0.000 0.145 0.145 0.331 0.331 -0.299 0.000 0.000 0.000 -0.137 0.475 -0.160 -0.160 0.168 -0.324 0.000 0.000 0.149 0.149 0.468 0.468 0.000 0.000 0.000 0.000 11.19126314 0.50517957 10.47902336 5.53862197 11.90060065 11.75429757 12.76413443 12.00330163 9.17674139 10.19694398 10.87507038 12.44358544 8.46954129 11.17164632 13.57200437 10.96898021 4.98271527 12.75934324 7.94399222 11.56623398 11.05088889 10.77724693 11.31456659 12.40041497 12.71511064 10.89536935 0.09017595 1.31254901 9.71891212 11.47008270 10.6447517 11.8419859 10.0688734 0.8271686 12.3901340 10.1481546 14.4001358 8.5833513 9.0549852 8.5261803 9.8775214 11.8391943 9.7578422 8.6875947 9.7495643 9.5296476 3.9646297 11.4394441 9.4608503 9.9620682 13.2148228 3.9646297 9.6182913 9.4521067 5.8361185 8.7708155 1.0901759 9.4366766 0.5051796 9.0501648 9.4381533 11.5662340 12.6399476 11.2341838 11.3585099 11.4938851 NA -1.4949221 8.0436223 9.1427310 10.2288614 4.6549453 10.4083291 12.1792823 10.9419119 12.2741084 10.3577299 10.4702631 8.6202440 10.3588024 7.0129954 10.5564094 10.5202670 4.8089822 -0.4947188 9.1553546 9.5273671 10.5129286 9.5753214 7.9605273 10.6357710 5.2466665 TCGA-CN-4740 79 1 839 811 head and neck stage iva t4a n0 m0 female 2009 NA yes head and neck squamous cell carcinoma 12 NA 0 white NA 3 2 1 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4.438761e-06 1.456468e-06 9.6179359 NA 10.5793106 5.3353296 7.1270441 10.1763139 7.7133164 7.3985710 8.8350237 16.3241067 7.7495148 8.7366908 7.4402978 3.8168659 8.5932499 8.0082874 4.7972309 6.1848357 4.3622945 8.3572771 1.9293365 -1.3925158 13.6003904 6.0668405 11.2070882 3.5142990 10.6575966 10.5202971 10.1260609 11.0122832 0.1923204 -0.3925158 5.7571540 8.6106167 0.1923204 0.1923204 11.9263742 7.0871881 9.6714768 11.4387150 10.2553159 8.5731920 11.5187998 6.8265765 -1.3925158 12.6520581 12.6366950 8.4402978 NA 11.0045476 10.1322384 12.7692483 7.0952483 5.7159318 1.6073895 1.6073895 0.1923204 1.4147850 1.7773250 14.6963612 15.7821273 9.4823891 12.5284119 2.9293365 6.2073209 10.6991738 0.9293365 4.7972309 9.7879386 11.2342575 0.6073895 17.6451317 12.8753649 3.3078511 3.6517980 5.0503493 12.1715573 10.7334670 6.9293354 10.8828194 10.3233698 15.1862817 9.4211890 6.4839254 3.5616072 10.8455140 9.8962738 7.8021648 11.9313492 9.2101066 10.1294989 12.8651639 0.1923204 8.3821947 11.0622212 6.3821952 -0.3925158 NA 4.5616011 6.8553357 9.5052532 10.5757146 2.5142990 4.2221167 -0.3925158 5.6074073 -0.3925158 11.2627149 3.1923678 12.8913643 9.5906295 10.7257000 2.9997295 13.5772440 2.1923836 7.7054396 11.3547616 10.4611073 9.6373851 10.1965955 10.6995042 13.1121027 12.0713153 1.1923836 9.7321754 7.8858574 8.6242161 12.6298623 8.1112338 11.5409140 9.4139575 0.1923204 11.0513873 2.6948802 0.37297000 -0.00222880 0.21621000 -0.01258800 -0.20735000 1.86130000 -0.01295200 2.46570000 3.00200000 0.60574000 0.68058000 -0.22762000 -0.21838000 -0.21912000 -0.21912000 -0.33446000 0.01977000 -0.00582590 -0.00845760 2.29600000 -0.26204000 0.20502000 -0.02028100 -0.21882000 -0.16969000 -0.04442700 0.19998000 0.19130000 -0.08148300 0.04853300 0.04853300 0.04853300 -0.00222880 -0.00222880 -0.18837000 -0.22333000 -0.22333000 -0.22245000 -0.22245000 0.20288000 0.20288000 0.20349000 0.20349000 -0.01097600 -0.01097600 -0.00817440 -0.22491000 0.00040393 0.00040393 -0.21578000 -0.63312000 -0.21912000 0.03269200 0.03269200 0.03269200 -0.33446000 0.01977000 -0.00845760 -0.21529000 -0.21529000 0.00000000 0.18782000 0.20502000 -0.00706960 -0.00789820 -0.02028100 -0.01424000 -0.32199000 -0.32199000 -0.04442700 -0.04442700 0.12814000 0.14904000 0.14904000 -0.08148300 0.000 0.000 -0.334 0.000 0.000 0.000 -0.262 0.188 0.205 0.000 0.000 0.000 0.000 -0.170 -0.170 0.000 0.000 0.000 0.000 0.191 0.191 0.128 0.000 0.000 0.000 -0.003 0.210 0.203 0.203 0.000 0.000 -0.135 -0.135 0.000 0.000 0.465 0.681 -0.219 -0.219 0.149 0.149 0.000 0.000 -0.334 0.000 0.000 0.000 -0.262 0.188 0.205 0.000 0.000 0.000 0.000 -0.170 -0.170 0.000 0.000 0.000 0.000 0.191 0.191 0.128 0.000 0.000 0.000 -0.003 0.210 0.203 0.203 0.000 0.000 -0.135 -0.135 0.000 0.000 0.465 0.681 -0.219 -0.219 0.149 0.149 11.5050642 -1.3925158 9.5111316 6.9293354 12.6686946 11.4526881 10.4171759 11.4867996 11.5612405 9.7685397 11.2414723 10.7685397 8.6572563 10.7820215 10.6734970 10.5999921 4.7406038 11.9313492 9.7308826 10.1294989 10.2490081 11.7488764 10.3929175 13.0043276 11.8289949 7.7054396 0.6073895 0.1923204 8.8659739 11.9745495 10.4243914 11.7989297 11.5156128 1.6073895 11.2787277 10.2691860 14.6526120 9.1042617 7.8997297 8.3147668 9.0326238 11.2727437 9.4720505 8.0992610 9.8174703 8.3233696 4.3622945 11.2469746 9.0029418 9.0104198 12.6520581 2.6074132 10.4079033 9.4823891 6.1923698 7.2833653 2.6948802 9.8138116 -0.3925158 8.9383246 10.0130812 10.1294989 12.8651639 11.0106862 11.0622212 11.3971452 3.4147580 3.7366915 9.3796069 12.3249771 7.5232875 5.1772640 11.2627149 11.4587665 10.7257000 12.3168148 10.4785430 10.6126815 10.1576736 10.1965955 8.1052595 10.0861774 11.3214386 3.7773355 -0.3925158 6.1772640 9.3793675 10.0066857 10.1919006 7.7848272 10.2326600 5.2221167 TCGA-CN-4741 75 0 NA 2239 head and neck stage iva t4a n0 m0 male 2008 NA yes head and neck squamous cell carcinoma 45 1978 0 white not hispanic or latino 3 5 3 2 2 4 1 3 NA NA 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5.062962e-06 1.803247e-06 8.08473931 NA 10.60735556 0.03308817 6.22947449 10.89597297 10.34935897 6.34293336 9.16407676 15.62192865 7.72423961 10.77510603 8.17433301 -1.55173334 9.38032967 9.78517927 4.67693308 4.92384801 11.09309776 8.97363567 3.57739257 NA 8.29986372 8.77566756 11.76821030 NA 10.76354752 10.95838458 10.81580267 11.00486041 NA 1.44810804 3.65757141 9.38058076 -1.55173334 NA 13.98226577 5.50339644 9.20816948 11.84043231 8.00078425 4.49250697 13.26584806 6.05544514 -0.55194483 13.59778264 13.48467489 9.28100502 -1.55173334 12.41425982 9.39022615 12.53979821 9.17603523 5.68652014 3.09197058 0.77002556 0.77002556 3.20299750 -1.55173334 14.76041025 15.49064296 10.18367086 13.09484234 0.77002556 4.20300534 11.32961125 1.77002556 2.14854369 9.89519809 11.71226423 1.11029642 18.75191459 10.62054243 -0.55194483 1.77002556 1.03308817 11.85962590 7.18958145 3.14855996 11.24977478 9.95343026 15.09603702 9.40085617 1.61805067 5.22947641 10.72714505 10.41534112 5.03307936 12.82201456 8.40085596 12.29771546 12.39374162 -0.55194483 9.12407193 12.16942774 7.45934227 -0.55194483 NA 4.89105944 7.18282437 11.08541901 9.35950689 1.25544030 1.44810804 NA 8.18958195 NA 10.37552246 -1.55173334 12.78175945 9.78798709 11.39007951 3.57739257 13.19205518 6.43110810 9.93846444 11.10587990 9.12583446 9.52493049 10.62724331 12.83492046 9.75474623 10.34255375 2.44810804 11.15353132 4.98727538 8.81771214 11.83276377 7.95590966 10.64440963 8.73467271 NA 12.30755262 1.03308817 0.0036076 -0.0506410 3.6018000 -0.0121620 0.0000000 0.0000000 -0.0182160 -0.0076101 0.0296060 0.0296060 0.0296060 0.0164250 0.0164250 0.0164250 0.7356800 0.0044411 0.0044411 0.0538060 -0.0097579 0.6901700 -0.0246610 0.0376410 0.0047190 0.0144700 0.0144700 0.0248290 0.6601400 0.6601400 0.0892720 0.0310140 0.0310140 0.0310140 -0.0506410 -0.0506410 -0.3677400 -0.0328600 -0.0328600 -0.0380020 -0.0380020 -0.0113350 -0.0113350 -0.0133510 -0.0133510 -0.0121620 -0.0121620 -0.0121620 0.0000000 -0.0076101 -0.0076101 0.0296060 0.0164250 0.7278000 -0.0157410 -0.0157410 -0.0157410 0.0044411 -0.7671500 -0.0091286 -0.0959120 -0.0959120 0.0059223 0.0065262 0.0376410 0.0711040 0.0711040 -0.0309740 -0.0096266 0.0144700 0.0144700 -0.7484600 -0.0164290 -0.1110300 0.0892720 0.0892720 0.0892720 0.000 0.000 0.000 -0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.660 0.660 -0.111 0.000 0.000 0.000 0.000 2.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 0.000 0.000 0.000 -0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.660 0.660 -0.111 0.000 0.000 0.000 0.000 2.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 11.8961021 1.2554403 10.9838107 6.0330772 9.2794221 11.8193429 13.1200429 12.2890895 8.7369809 9.7037337 10.5115099 12.1019676 8.2229021 10.9144464 13.1292435 11.0174958 5.5571619 12.8220146 9.6342291 12.2977155 11.5831828 10.9271373 12.0112099 11.7143671 13.1724156 10.1485546 -0.5519448 2.2554705 10.6385569 10.7516103 10.37774314 11.96060847 12.08405968 2.61805067 11.92270812 10.14464779 15.12459350 10.42682537 7.44246832 8.62926700 9.51083576 11.46370419 9.71870804 8.43253355 10.16878668 9.10721891 11.09309776 11.56624488 10.13330163 8.34747167 13.59778264 4.63794057 10.41858032 10.18367086 5.30609451 6.44811465 6.60293339 10.19210772 -1.55173334 9.29595531 8.54087196 12.29771546 12.39374162 10.61835292 12.16942774 11.81279674 4.69604391 0.03308817 8.66228812 9.54548869 6.57223637 4.20300534 10.37552246 11.36231312 11.39007951 11.71534052 10.15504260 9.33533542 8.48566189 10.62724331 7.64533131 9.25546981 10.47186925 -0.55194483 2.14854369 9.41173341 8.98099666 10.06328465 9.60546192 8.51150994 10.61678701 4.53558022 TCGA-CN-4742 48 1 397 NA head and neck stage iva t4a n2b m0 female 2008 NA yes head and neck squamous cell carcinoma 20 1988 3 white not hispanic or latino 1 3 3 3 3 1 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 2.496803e-06 6.935564e-07 9.77350453 NA 9.79438825 5.24525986 5.68370207 10.32954712 5.37415964 6.29169564 8.65861138 15.50240580 7.45216050 8.34457110 7.08875538 -0.49614247 8.45362005 8.32077709 5.01158956 3.89610713 3.20423464 8.35710285 -1.49614247 NA 11.64014369 7.11481780 11.14426425 0.82570423 10.81270117 10.42265655 10.24061808 10.72538049 NA -1.49614247 5.64334539 9.17986506 NA NA 12.83729813 6.18327410 9.31917669 12.04742936 9.96014779 7.42860556 12.40107158 3.41068030 NA 10.51187172 12.22425138 8.39557698 -0.49614247 9.28269185 12.25679379 12.47479793 6.61753505 5.86134502 -0.49614247 -1.49614247 0.08882003 3.36176836 1.31115432 14.03791228 15.32860879 11.07767715 12.19105965 -1.49614247 5.53721529 11.29861530 -0.49614247 2.59124855 9.76999417 10.22745434 1.50380666 17.45033414 11.19160638 NA 3.75172079 1.31115432 12.42284287 9.16378928 7.80300160 11.18901300 10.67934286 16.14865652 9.25784580 6.27857955 3.89610713 10.86847519 10.51152141 6.65861138 12.28085238 8.48107326 10.29942715 13.32596579 -1.49614247 8.70958669 10.78774980 9.79092855 NA NA 3.67371470 5.68370207 9.70591710 9.78282347 2.75172079 1.50380666 -0.49614247 5.10370744 NA 11.03224744 -1.49614247 12.72439838 9.22174395 11.04706684 4.59125454 13.42962590 1.82570423 8.28187023 11.55771924 10.33865940 9.77583988 10.19929138 11.27218443 12.45371122 11.42823474 -0.49614247 8.37415790 6.73741366 8.35085081 12.52572758 8.39557698 12.84099708 8.32077709 -0.49614247 11.27094323 1.50380666 2.1774e-01 2.1774e-01 2.7695e-01 5.8309e-03 -1.3862e-04 -1.3862e-04 -1.4503e-02 -8.4385e-03 -2.6997e-01 3.6569e+00 2.3488e-01 -2.6925e-01 -2.6925e-01 -8.4130e-02 -5.7295e-02 2.3426e-01 3.6569e+00 0.0000e+00 0.0000e+00 6.7400e-01 6.7400e-01 9.7064e-04 -2.9721e-02 -1.6982e-02 -1.6982e-02 -8.4528e-02 3.4623e+00 5.3029e-01 1.6835e-01 2.6137e-01 1.1951e-01 2.7299e-05 2.1774e-01 2.1774e-01 -2.5310e-01 -2.6047e-01 -2.6047e-01 -2.6470e-01 2.4684e-01 -2.6071e-01 4.8217e-01 4.8217e-01 -2.4338e-01 -2.5962e-01 -2.5962e-01 -2.6240e-01 -1.3862e-04 -8.4385e-03 -8.4385e-03 -2.6997e-01 -7.1897e-01 -8.4130e-02 -1.7035e-02 -1.4778e-02 -1.3858e-03 2.3426e-01 2.4000e-01 0.0000e+00 2.1576e-01 2.1576e-01 7.7326e-02 2.5981e-01 9.7064e-04 -3.4627e-03 -3.4627e-03 -2.9721e-02 -2.9721e-02 -1.6982e-02 -2.7200e-01 -8.4528e-02 -8.4528e-02 -1.3419e-01 -8.3336e-02 -1.0126e-01 1.3700e-01 0.000 0.000 0.234 0.234 0.000 0.000 0.216 0.000 0.000 0.000 0.000 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.530 0.530 -0.134 0.263 0.218 0.218 -0.005 0.247 -0.243 -0.243 0.226 -0.260 0.000 0.000 0.000 0.000 -0.270 0.219 0.000 0.000 0.137 0.137 0.000 0.000 0.234 0.234 0.000 0.000 0.216 0.000 0.000 0.000 0.000 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.530 0.530 -0.134 0.263 0.218 0.218 -0.005 0.247 -0.243 -0.243 0.226 -0.260 0.000 0.000 0.000 0.000 -0.270 0.219 0.000 0.000 0.137 0.137 11.330143 NA 9.431638 6.125845 12.041618 12.261598 11.807146 12.167463 10.259933 9.734414 11.805432 11.748157 7.678719 10.828818 10.873936 10.480715 5.149093 12.280852 9.285153 10.299427 10.171348 10.296177 9.663223 12.417420 12.550662 6.946737 -1.496142 1.825704 8.605769 9.579941 10.28063751 12.68121287 10.97343513 0.50375579 11.79237109 10.10880983 14.59235282 7.90039831 6.50941716 9.49389727 9.45069969 11.74175015 8.47533704 8.22660101 10.42228389 8.70101009 3.20423464 10.83974186 8.48963525 9.48107326 10.51187172 1.82570423 10.83443012 11.07767715 5.88749846 8.04101185 -0.49614247 10.50660839 NA 8.87883291 9.87883276 10.29942715 13.32596579 12.10463544 10.78774980 11.86038284 0.08882003 1.08875220 8.36952668 10.37954266 8.58594237 4.71324490 11.03224744 11.31356144 11.04706684 11.90773737 10.59191901 10.59886065 9.67371841 10.19929138 7.41668270 10.53066257 10.39557708 4.73261111 -1.49614247 1.08875220 8.14371279 9.96884949 9.19815132 6.98760965 9.97851327 4.63307660 TCGA-CN-5355 64 0 NA 1278 head and neck stage iva t4a n0 NA male 2010 NA no head and neck squamous cell carcinoma 40 NA 0 black or african american not hispanic or latino 4 7 1 1 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 3.50246e-06 9.016233e-07 10.2742331 -1.3496031 10.1108076 2.8202811 5.3085647 10.6573789 8.4974092 6.9586907 8.8438771 15.0696206 8.4085747 8.6906413 8.1260849 NA 9.0057029 10.5303178 4.0766189 3.0426618 3.2353135 8.0426690 1.4576993 -1.3496031 10.2746902 8.7536393 11.5917661 3.6045458 10.6995195 10.3040924 11.0560249 11.3555520 -0.3496031 -1.3496031 4.5329964 8.5609942 NA NA 13.8321639 7.4317115 9.1999245 11.5222569 8.7164409 7.7744728 11.1164281 4.5329964 -1.3496031 10.7008805 11.5760915 8.9722797 -0.3496031 11.8640635 12.1551011 12.2834604 6.8743531 5.7796353 1.2352982 0.6503969 NA 2.5572385 2.1097951 14.5306256 14.7534146 10.5005385 13.3880215 -0.3496031 6.1581471 10.0318946 0.2353594 3.5572385 8.1240572 11.1090146 0.2353594 18.7628077 10.3311507 -1.3496031 1.8202811 2.3507801 11.9212309 9.8923349 5.8695211 11.2326066 10.1773398 15.5949379 9.6878986 2.1097951 3.5572385 10.9809884 10.2746902 6.6782579 12.0261988 7.1220266 11.4532719 11.6294195 NA 8.3507911 10.9438233 6.0079041 NA 0.2353594 6.1581471 6.3085629 9.7962838 10.0834154 2.4576993 3.1097784 2.5572385 4.1097868 NA 10.1015628 4.2353135 12.6005430 9.9239841 11.0940723 6.5021014 13.1395724 1.8202811 7.9700236 11.3956058 9.0576195 9.4276070 10.0301145 11.3970759 13.0287820 11.7359901 -0.3496031 8.7809222 6.9264763 9.0199490 12.2694253 7.8152584 11.8630000 9.1138760 1.6503510 10.9062654 2.2353288 -0.0184900 -0.0055425 0.5209500 -0.2130500 0.0190830 0.0190830 0.0204830 0.0204830 0.4766300 0.4766300 0.5008200 0.3903100 0.3903100 0.3841900 0.3841900 0.1074500 0.1074500 -0.1506700 -0.1506700 0.0150520 0.0294660 0.0253900 0.0175440 0.0317180 -0.4522200 0.0043021 0.0000000 0.0000000 -0.0328600 -0.2144100 -0.2031100 -0.2031100 -0.0184900 -0.0184900 -0.0136770 -0.4542600 -0.4542600 -0.4542600 -0.4542600 -0.1632000 0.0120970 0.0120970 -0.4716200 -0.2130500 -0.2130500 -0.4117900 0.0566550 0.0262330 -0.4692500 0.4895800 -0.8790700 0.3841900 -0.2911800 -0.2911800 -0.2911800 0.1074500 0.2510500 -0.1701500 0.0150520 0.0150520 0.0266540 0.0372170 0.0253900 0.0203430 0.0203430 0.0175440 0.0175440 -0.4522200 -0.4566000 0.0043021 0.0043021 -0.4542600 -0.0479360 -0.0571160 -0.0895670 -0.291 -0.291 0.107 0.107 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 -0.203 -0.203 0.000 0.000 0.000 -0.214 0.000 0.000 -0.454 0.000 -0.163 0.000 -0.213 -0.213 0.000 0.000 0.000 0.000 0.486 0.486 0.384 0.384 0.000 0.000 -0.291 -0.291 0.107 0.107 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 -0.203 -0.203 0.000 0.000 0.000 -0.214 0.000 0.000 -0.454 0.000 -0.163 0.000 -0.213 -0.213 0.000 0.000 0.000 0.000 0.486 0.486 0.384 0.384 0.000 0.000 12.002533 NA 10.930070 6.371451 12.776088 12.700789 12.114004 11.421635 9.977904 10.456901 10.669595 12.047224 8.268737 10.659480 13.180514 10.197728 4.884354 12.026199 10.160127 11.453272 11.088884 10.770265 11.795647 12.857649 13.316936 8.203021 -1.349603 1.235298 10.335976 10.827460 11.0345957 12.1583940 9.9461205 1.4576993 11.2317876 11.4469997 14.5751175 9.1189756 6.6671598 8.9756571 8.7860608 10.9935374 9.6742862 7.2760602 10.5310830 9.9041991 3.2353135 11.1217728 7.8026366 9.7298364 10.7008805 -1.3496031 10.6779122 10.5005385 6.0682043 7.8935254 2.3507801 9.8905467 0.2353594 9.6988385 9.9495597 11.4532719 11.6294195 11.0774025 10.9438233 12.0271553 NA 2.7378165 8.2895113 10.8299497 8.6601803 3.8598006 10.1015628 11.9390736 11.0940723 11.9050850 10.3825191 10.6197382 10.1082454 10.0301145 7.0210388 10.4784881 10.8866649 0.6503969 NA 3.8982761 7.8969971 9.7211435 10.2235255 8.3594355 9.8947155 4.8401762 TCGA-CN-5356 56 0 NA 1409 head and neck stage iii t3 n0 NA male 2010 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 2 2 3 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 1.009125e-05 3.225037e-06 8.3885843 -0.6558533 10.2317917 2.2510828 5.2145562 10.9577495 3.8036197 6.5090972 8.5116084 14.3221633 8.2764050 7.1959391 8.5352493 -1.6556260 9.4455095 8.4631312 5.3441894 2.4316497 6.1833932 9.7762101 1.1515341 -0.6558533 8.6003991 4.2749251 12.1560666 -1.6556260 10.9712681 10.6188596 10.8013146 9.5706024 -1.6556260 NA 5.2021709 8.6265607 6.7620431 -1.6556260 15.4744189 5.9952425 9.2600697 12.0697695 9.0376771 6.4786159 10.9593600 3.0446214 NA 13.6575339 13.7954336 9.4203378 2.1515341 11.2686316 7.4884917 11.8401702 7.5560784 5.7450706 NA 2.3477790 NA 1.1515341 -0.6558533 13.5599113 13.9128981 9.9026110 13.6494326 -1.6556260 6.7322081 11.9450324 -1.6556260 3.3885891 9.1959393 10.6255407 1.8036404 18.7554934 10.6536666 5.4631320 3.5536431 3.1515504 12.3553301 8.2983866 5.6015777 11.8069660 10.3045543 16.2395466 10.2495772 5.5633595 6.3214700 11.1078176 10.3991337 6.0515483 11.8387384 6.8280057 10.9016540 12.1110297 NA 8.8340383 10.7230270 6.1320935 NA NA 3.5141096 7.1959391 9.8455299 10.0759335 3.3885891 3.1515504 0.9291850 2.9880484 -1.6556260 11.1681545 -0.6558533 12.5787083 9.9207880 10.6621681 4.0166122 13.4803002 0.6661203 8.3582107 11.1129948 9.6324796 9.3803639 10.5932444 8.7192297 10.7596679 12.4596404 1.6661203 10.9114333 6.7235681 8.6284361 12.2082796 8.7332838 11.4925079 10.0571471 2.5141223 10.6121473 1.6661203 0.2138400 -0.1122800 0.5490300 -0.1076900 1.5959000 0.5396800 0.1942200 0.2054100 0.3085600 0.3085600 0.3085600 -0.1029300 -0.1029300 -0.1029300 -0.0823390 -0.4033500 -0.0877810 -0.1813800 0.1476300 -0.0841990 -0.0967720 0.5616100 0.2156800 0.0052027 0.0052027 -0.1171100 0.2267900 0.2267900 0.0510290 -0.3961000 -0.0288360 -0.0288360 0.1951800 -1.0880000 -0.1280900 -0.1710100 -0.1710100 -0.1660100 -0.1660100 0.0000000 0.0000000 0.0000000 0.0032577 -0.1328400 -0.1328400 -0.1328400 1.1644000 0.3925500 0.3925500 -0.6354300 -0.1029300 -0.1029300 0.4627100 0.4627100 -0.0943960 -0.4033500 -0.0877810 0.1476300 -0.3957000 -0.4060000 0.2231900 0.2235200 0.2275200 -0.4062200 -0.4062200 0.2005300 0.2030700 -0.0995410 -0.0995410 -0.1171100 -0.1171100 0.1684300 0.0535900 0.0535900 0.0406450 0.463 0.000 -0.403 0.000 0.148 0.148 0.000 0.223 0.228 0.209 -0.197 0.216 0.216 0.000 0.000 -0.117 -0.117 0.000 0.000 0.227 0.227 0.168 0.226 0.201 0.201 -0.166 0.383 0.000 0.000 -0.133 -0.133 1.111 0.873 0.194 0.194 0.309 0.309 0.000 0.000 0.000 0.000 0.463 0.000 -0.403 0.000 0.148 0.148 0.000 0.223 0.228 0.209 -0.197 0.216 0.216 0.000 0.000 -0.117 -0.117 0.000 0.000 0.227 0.227 0.168 0.226 0.201 0.201 -0.166 0.383 0.000 0.000 -0.133 -0.133 1.111 0.873 0.194 0.194 0.309 0.309 0.000 0.000 0.000 0.000 11.2340744 -1.6556260 9.8594466 4.9588983 12.2421302 12.6817376 10.4885299 11.6056976 9.9529071 9.7756878 10.7816822 12.0106362 8.0059686 10.6562223 11.1146477 11.0693434 3.5324292 11.8387384 10.4226746 10.9016540 11.0682777 11.1920306 9.9740022 13.2217533 12.8769723 9.3399573 -0.6558533 4.0721144 9.9263322 10.9312645 10.9760494 12.0398536 10.5496780 0.9291850 11.3169906 11.1232940 15.0873541 7.4369472 7.9197298 9.3171700 9.5748111 11.3441903 9.5505881 8.3286085 9.8455299 8.9826263 6.1833932 11.9751399 8.9102443 9.3734775 13.6575339 4.1770806 10.5178674 9.9026110 6.6203151 7.3157338 5.6109776 9.6845968 NA 9.0738109 9.5475383 10.9016540 12.1110297 11.1456966 10.7230270 11.4979006 5.3776131 NA 7.9456826 10.0519808 8.1928131 4.8677532 11.1681545 12.4581765 10.6621681 12.1894843 9.5591164 10.2914619 10.2268333 10.5932444 6.8716675 9.7110588 11.2541114 2.1515341 0.6661203 5.7365075 7.8665754 10.1160923 10.3616947 6.3720954 11.0101923 6.4474784 TCGA-CN-5358 60 1 261 173 head and neck stage ii t2 n0 NA male 2010 NA no head and neck squamous cell carcinoma 45 1965 0 white not hispanic or latino 3 1 1 2 1 1 3 1 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.768569e-06 4.508117e-07 10.7381641 NA 9.8394718 5.2430711 6.3597970 10.6925227 8.5205558 7.9571636 8.7813597 15.9363051 7.5486986 8.3295815 7.5255623 4.7446186 9.2800796 7.9571636 4.9372643 6.8600962 7.7069187 7.7701544 2.6742346 -0.2325994 10.7803129 7.1767307 11.5924968 3.6742346 10.2671851 10.6010200 10.8991962 11.1052398 2.2267859 -1.2327690 5.0711191 9.5287493 -1.2327690 NA 13.4750219 7.8307345 8.4635938 11.7738406 10.0993758 8.4237643 12.2722823 5.8334290 NA 13.4881179 12.8436538 9.2761244 2.0892608 10.8567897 13.4366407 12.2057413 7.6065429 7.5121731 -1.2327690 NA -0.2325994 0.7673158 0.3523066 14.6373186 15.2876759 10.0259053 12.9589383 1.7673582 7.2909008 11.2869755 2.2267859 4.4397627 9.3466551 10.8110501 3.4111957 18.0139476 13.1664169 NA 4.4397627 3.3523066 11.6307512 10.2701710 7.1809673 11.7914227 9.9491126 15.5216526 9.3352952 5.8548011 4.0527376 10.3898487 10.1232408 8.2369809 12.2453087 9.2040507 11.7262544 12.3039507 NA 8.3428787 11.3681814 6.8062583 NA -1.2327690 6.5486986 6.9422647 9.4529642 10.5686434 4.7897084 3.7673370 0.3523066 3.9372596 0.7673158 10.9740484 1.0892947 12.7413056 9.7198185 10.9360113 8.1510434 13.2067157 1.5746828 7.6128294 11.3360079 10.2298416 9.1904551 10.1429870 10.1977918 13.2396493 12.2648169 1.3523066 9.6253202 7.8548023 8.5746942 12.1002150 8.4485776 12.4378848 8.2410450 1.3523066 11.2177773 2.8547936 1.8243e-02 1.8243e-02 1.1199e-01 -2.4287e-03 0.0000e+00 0.0000e+00 1.2167e-01 1.2167e-01 -3.2723e-02 -3.2723e-02 -3.2723e-02 -3.2587e-02 -3.2587e-02 -3.2587e-02 -3.2587e-02 1.3129e-03 1.3129e-03 -5.5375e-03 -5.5375e-03 9.4555e-02 2.6561e-01 1.3353e-02 8.6493e-03 -2.5072e-02 -2.5072e-02 4.3021e-03 1.0982e-02 1.0982e-02 1.0614e-03 -8.1955e-03 -8.1955e-03 -4.3485e-05 1.8243e-02 1.8243e-02 1.4190e-02 -1.4670e-01 -1.4670e-01 -1.2859e-01 -1.2859e-01 -1.5170e-01 -2.0412e-02 -2.0412e-02 -2.0412e-02 -2.4287e-03 -2.4287e-03 6.3871e-03 0.0000e+00 1.2167e-01 -1.5579e-01 -3.2723e-02 -3.2587e-02 -3.2587e-02 -7.9558e-02 -7.9558e-02 6.8044e-03 1.3129e-03 2.0099e-03 6.1684e-04 9.4555e-02 9.4555e-02 -1.3858e-03 -1.3858e-03 8.4907e-03 1.1818e-02 1.1818e-02 8.6493e-03 8.6493e-03 -2.5072e-02 -2.5072e-02 4.3021e-03 4.3021e-03 5.1359e-03 2.3581e-03 2.3581e-03 2.3581e-03 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.020 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.020 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 11.4490169 NA 9.7992403 6.9913404 12.2378710 11.9617853 11.4514303 11.2321402 11.2377439 11.0816392 10.7298738 11.1959611 8.9030485 10.9338162 11.3827390 10.9126346 3.9015620 12.2453087 10.3045577 11.7262544 10.8444888 10.6073303 10.8624065 12.4433348 12.1124672 8.4093909 0.3523066 1.5746828 9.6377039 10.4463794 10.3774413 11.6606408 11.3651590 1.3523066 11.6625358 10.5519741 13.9726732 9.0481100 8.6545598 8.1204862 8.9792277 11.4798662 8.8800653 7.6712212 10.2800798 8.0388021 7.7069187 10.9611726 8.2611946 11.6958576 13.4881179 3.2267705 10.3438236 10.0259053 5.5088058 10.1799091 3.6253173 10.1044036 0.3523066 9.8985532 10.1548181 11.7262544 12.3039507 10.4520879 11.3681814 11.6328792 5.8007627 2.5746828 9.2078865 12.1976611 10.4547150 6.4677783 10.9740484 11.7320411 10.9360113 11.7675154 10.5823222 10.4450589 10.8528117 10.1429870 7.2471196 10.1580456 10.9316177 4.7897084 -1.2327690 7.3820490 9.7630429 9.5633788 10.2621948 7.2390142 10.0915198 6.2511548 TCGA-CN-5359 59 1 377 NA head and neck stage iva t4a n2b m0 male 2009 NA yes head and neck squamous cell carcinoma 29 1980 3 white not hispanic or latino 3 1 2 1 3 3 1 3 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4.508117e-06 1.629858e-06 10.81124599 -1.63262893 10.62259017 4.77665674 5.95972380 11.07354666 7.50425729 7.89864794 8.36867451 15.77625126 7.86511833 8.42390419 7.53217356 -0.63262893 9.23299981 8.25448728 4.51701107 4.81021172 7.07807287 10.14122981 1.53719665 -0.63262893 12.45356858 7.78300803 11.97702235 0.95225901 10.96135773 10.82695423 11.04806552 11.45572350 1.17459817 -0.04781556 5.21275608 8.35219751 -1.63262893 1.68920969 12.39240603 6.46529865 10.20722998 12.08183398 9.55399976 8.78722675 11.18345016 2.89083577 NA 13.43167243 13.22013731 8.55338086 -0.63262893 11.19162859 12.07266884 12.36108941 6.40618629 7.69144693 NA -0.63262893 0.36725922 1.36725922 NA 15.27328800 15.37472666 9.09348465 12.87196134 NA 6.15516836 10.30684573 2.27414236 4.51701107 8.86212217 11.02570116 4.49655183 17.43168033 12.67837617 -1.63262893 3.98198048 2.06770755 11.83474467 8.95316802 7.48880017 11.60665468 9.89962232 15.84537247 9.49074119 7.90254214 3.32146636 10.42796238 9.96903721 8.34454625 12.99829911 9.93284456 11.23512432 12.39180018 NA 8.49268000 11.86648952 6.42796312 1.82668068 NA 4.96717783 7.21275608 10.02948974 10.40652827 2.06770755 1.82668068 1.17459817 5.98931842 NA 10.62170465 1.17459817 12.57801391 10.15415685 10.91560679 2.89083577 13.14590833 6.12215501 8.81641507 10.71986168 8.49138775 9.45870189 10.61629695 7.73577262 13.01315002 11.71999961 3.01111989 9.12548967 7.17462114 8.17783808 11.82516030 8.44675124 11.85435283 8.97552128 -0.04781556 10.91897471 2.89083577 0.1826800 1.1877000 0.4880200 0.1442900 -0.1552800 -0.1552800 0.2054900 -0.1617900 0.1729100 0.1729100 0.4510500 0.0213230 0.1733200 0.1733200 0.1733200 -0.1760100 -0.1206300 0.4539400 -0.1629400 0.0962340 0.0962340 0.1590600 -0.0229810 0.0768540 0.0540910 -0.1712000 0.2304000 0.2304000 0.0754150 -0.0024938 -0.1804300 0.1532300 -0.2262500 -0.3589700 -0.0391220 -0.1903600 -0.1903600 -0.1903600 -0.1903600 -0.0062416 -0.0016629 -0.0016629 -0.1194400 -0.0066432 -0.0077482 -0.0077482 -0.1552800 -0.1583500 -0.1583500 0.1729100 0.1733200 0.1733200 -0.1998700 0.2712700 -0.1847100 -0.1760100 -0.1206300 -0.1766400 0.0962340 0.0962340 0.0000000 0.0000000 -0.1347100 0.1769400 0.1769400 -0.0229810 0.1477100 0.0540910 -0.1872200 -0.1712000 0.0992880 -0.0209610 -0.2420400 -0.2443700 0.3779200 -0.145 -0.145 -0.121 -0.121 0.454 0.179 0.000 0.000 -0.135 0.000 0.000 0.000 0.148 0.000 0.000 0.000 0.000 0.159 0.159 0.230 0.230 0.000 0.000 0.167 0.167 -0.063 0.488 0.000 -0.113 0.144 0.000 -0.155 -0.155 0.047 -0.158 0.173 0.000 0.152 0.152 -0.118 0.109 -0.145 -0.145 -0.121 -0.121 0.454 0.179 0.000 0.000 -0.135 0.000 0.000 0.000 0.148 0.000 0.000 0.000 0.000 0.159 0.159 0.230 0.230 0.000 0.000 0.167 0.167 -0.063 0.488 0.000 -0.113 0.144 0.000 -0.155 -0.155 0.047 -0.158 0.173 0.000 0.152 0.152 -0.118 0.109 11.89620891 -0.63262893 10.56112132 6.97089276 11.18064685 12.40583743 10.39931222 11.19083273 10.58370918 10.82669807 13.08070669 11.38337830 8.74339177 11.72261758 10.99411622 10.35843396 6.08918668 12.99829911 9.91705113 11.23512432 11.27996871 10.32835438 11.59081574 12.23086718 13.13508884 9.35381971 -0.04781556 3.01111989 10.15557697 10.75016062 10.3788432 11.7867000 11.9089681 2.8267010 11.9661332 11.0323803 14.2455560 9.2468498 8.0917802 8.1762305 9.8112461 10.2268012 8.8111425 8.1985737 10.1790426 8.4143905 7.0780729 11.3194617 8.2846386 8.5840124 13.4316724 4.1746221 10.3196437 9.0934846 5.7335875 8.3083140 2.8908358 10.0703049 0.6892097 9.5144714 9.5972868 11.2351243 12.3918002 10.6219998 11.8664895 11.5719905 5.1874471 2.7595820 8.4518754 10.6128192 6.9371219 5.6246536 10.6217047 11.4217012 10.9156068 11.8324502 10.6137102 10.2147153 10.2182346 10.6162969 7.4784024 9.9064253 10.7289362 6.7379544 1.6892097 6.2681331 8.8011962 10.0093182 10.3438306 7.3388104 10.1371044 5.9064265 TCGA-CN-5360 68 0 NA 2169 head and neck stage iva t4a n0 m0 male 2008 NA yes head and neck squamous cell carcinoma 50 1958 0 white not hispanic or latino 2 2 3 2 2 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 6 4 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 4 0 4 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 4 0 0 4 0 7 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 5 0 0 0 0 0 6 0 0 1.459936e-05 4.508117e-06 9.4161274 3.2389397 10.4497165 1.9494229 4.4519298 10.2848182 8.3550423 8.6139740 8.5787844 15.8397872 8.8984439 8.4106799 8.1260168 4.3340891 8.6590861 8.1931306 5.1014316 6.3868334 9.8156764 8.3225348 2.9494229 3.4233630 5.5476873 5.8563185 12.3923714 -0.2204461 11.1118192 10.4980357 10.4197478 10.6370951 2.2389397 2.7812968 2.6863885 9.4023967 3.0274372 -1.2206142 14.4635392 5.8775357 8.5057211 12.0864190 9.7452871 7.4233588 10.9155327 5.4937498 1.1014484 12.0417446 13.5227595 8.6636734 1.9494229 11.0480449 9.3933199 12.8048155 6.8401988 6.9693278 3.6863885 NA -1.2206142 0.3644604 0.3644604 15.1296993 15.8413469 10.2301987 13.3132584 NA 6.3263971 10.7678325 3.3644604 4.3030647 9.6257768 11.8006564 2.9494229 17.0017223 12.6150599 -1.2206142 2.1014148 5.1545427 12.0775654 10.1193529 5.8984430 12.2729055 9.0274303 15.4292502 9.9913912 7.1973553 3.8238920 10.0410102 10.0143203 7.8958467 13.8342344 10.5014565 12.0334981 12.4131793 2.1014148 8.9203326 11.0729745 7.2471082 NA -1.2206142 5.1193520 7.5343900 9.9412647 10.7427602 5.0649044 8.0155171 6.4868624 7.2952023 -1.2206142 10.1025576 5.6249928 12.1408984 9.5158033 9.4545777 5.1888954 12.7552613 3.1014316 8.7351529 10.5188616 9.9241611 9.3710252 10.9942894 10.0321684 12.1908815 11.2868020 3.4799419 9.0143204 7.6953821 9.4377144 12.1887612 8.3644652 12.1129378 8.5559358 -0.2204461 10.3484090 3.1718153 0.0189430 0.0189430 1.0844000 0.0255310 0.0098669 0.0098669 0.0336900 0.9828600 -0.4387500 -0.4387500 -0.4387500 -0.4432900 -0.4432900 -0.4432900 0.0988510 0.0000000 -0.4178400 0.0277780 0.0184290 -0.5114600 -0.5114600 0.0252500 0.0109820 0.0417410 0.0300320 -0.0227440 0.6202400 -0.5082400 -0.1491300 -0.5101200 -0.5133100 0.5627600 0.0189430 0.0189430 -0.5186600 -0.5228700 -0.5228700 -0.5228700 -0.5228700 -0.5131100 -0.4250600 -0.4250600 -0.4249500 -0.5180500 -0.5180500 -0.5180500 0.0203430 0.9828600 0.9876300 -0.4387500 -0.4432900 0.0858070 -0.5131100 -0.5131100 -0.5131100 0.0000000 -0.4178400 0.0475520 -0.5114600 -0.5114600 0.0182990 0.0161160 0.0252500 -0.5069400 -0.5069400 0.5201300 0.0109820 0.0300320 0.0300320 -0.0227440 -0.0227440 -0.4210100 -0.1672300 -0.1672300 -0.1672300 -0.513 -0.513 0.000 -0.418 0.000 0.000 -0.511 0.000 0.000 0.000 -0.500 -0.523 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.620 -0.501 0.000 0.000 0.000 0.000 -0.492 0.541 -0.425 -0.425 0.000 -0.518 0.000 0.000 0.000 0.871 -0.439 -0.439 -0.443 0.000 -0.167 -0.167 -0.513 -0.513 0.000 -0.418 0.000 0.000 -0.511 0.000 0.000 0.000 -0.500 -0.523 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.620 -0.501 0.000 0.000 0.000 0.000 -0.492 0.541 -0.425 -0.425 0.000 -0.518 0.000 0.000 0.000 0.871 -0.439 -0.439 -0.443 0.000 -0.167 -0.167 11.8153329 -0.2204461 10.9981539 8.2389344 11.7612485 12.3638712 12.0283200 12.3551603 9.7935233 10.5192835 11.6661521 12.7485296 9.1910138 11.4603019 11.2640741 11.1109797 4.6407135 13.8342344 10.9120026 12.0334981 11.0489218 11.0324639 12.0354314 12.4729985 12.5929835 12.5441672 -1.2206142 2.8669673 9.9625179 10.2991391 10.5916802 12.1359548 11.4849193 3.2389397 11.9238425 9.8442457 13.8360970 9.3254327 10.4660034 10.0196979 9.9475481 12.1783801 9.1432544 8.0250554 10.3108844 9.7286000 9.8156764 11.3457948 10.8025641 10.6056541 12.0417446 3.9889573 10.3859081 10.2301987 5.7681870 8.5209698 7.7131933 9.9412647 0.7794699 9.1973553 10.7532003 12.0334981 12.4131793 10.2628148 11.0729745 11.8569862 6.1458242 3.7795014 9.8210115 11.9667003 9.9029777 6.6436888 10.1025576 11.6384552 9.4545777 11.4594228 9.3978883 9.9730283 9.8018706 10.9942894 8.1370547 10.1539991 10.8907657 6.1888934 2.2389397 9.1501903 9.9983748 10.2036692 9.8273084 7.2389349 10.1365049 5.5868578 TCGA-CN-5361 80 1 2120 1681 head and neck stage iva t4a n2a m0 male 2007 NA NA head and neck squamous cell carcinoma 25 1957 1 white not hispanic or latino NA 7 1 1 2 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.808903e-06 1.59518e-06 10.4709763 NA 10.6146189 4.5190197 6.4839157 10.0551916 2.1405169 5.5867647 8.7478378 16.2454993 7.3538543 8.7640233 8.6194794 NA 9.4669370 7.7814751 5.2527071 5.4624352 3.6765608 8.4387993 NA NA 12.0761145 6.0947048 11.0461953 NA 10.1711745 10.6427425 10.6981626 10.4268342 0.4035950 1.8506794 5.4184936 9.7308400 NA 6.4767916 14.3316901 6.1405067 9.2364319 11.6423446 8.3846335 7.7314684 10.0894587 6.1405067 NA 13.6361127 13.5626774 9.7771320 -1.1814766 10.9407603 6.3820429 11.5520184 7.2448443 6.2697906 3.9478625 NA -1.1814766 -0.1814766 1.8185643 14.0996368 16.2416607 9.9587700 12.8070865 NA 4.9060440 10.8430265 0.4035950 3.4624319 9.2810815 10.8937242 1.8185643 18.0865867 10.3465450 NA 3.9060440 2.1405169 12.1190749 8.1427601 3.4624319 11.5817710 10.2022836 15.7511863 9.5024511 8.4035417 4.1761313 10.9686440 9.9866247 4.9271047 12.2844582 10.4848034 12.2318106 11.9770313 5.2448452 8.3303321 11.1703468 7.9657843 3.9060440 NA 6.1849011 7.1085987 10.6843126 10.3611276 0.4035950 2.1405169 -1.1814766 7.1936190 NA 11.5278786 NA 13.0210093 9.5260506 11.3003788 3.2109031 13.0226155 7.3499606 8.5515948 11.4275272 9.6459221 9.5859362 9.9644542 7.2780108 12.8126676 11.3129350 3.2109031 8.8779240 9.2790352 8.7314687 12.0262038 8.0947037 10.4456572 9.0498006 -1.1814766 10.6881732 2.7254794 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.263594 -1.181477 9.845670 6.278011 10.554558 13.286298 9.604849 11.920391 10.299370 9.030468 11.296085 12.804866 8.219459 11.032291 9.528525 11.026814 5.785517 12.284458 8.353855 12.231811 10.894727 10.667984 10.717181 12.956804 12.436381 8.083022 -1.181477 0.403595 9.453390 11.450666 11.0885826 12.3876042 10.7625593 1.1405169 11.7868862 10.7337118 13.5085211 9.3893838 6.6451281 8.8616065 9.3722086 11.7374426 9.2191707 8.4892354 9.6718888 8.6874019 3.6765608 10.8714870 8.0806742 4.9885029 13.6361127 -0.1814766 10.2759602 9.9587700 6.1673077 4.3731679 0.8186052 9.2406442 NA 9.3273645 7.9323217 12.2318106 11.9770313 10.5751357 11.1703468 10.5604676 NA NA 7.1177875 10.2055196 5.5050811 4.6259367 11.5278786 11.5409600 11.3003788 11.9640339 9.9897562 9.7756814 9.3683639 9.9644542 7.5999389 9.8044213 10.8970638 -1.1814766 NA -0.1814766 9.4651921 9.0841945 10.1132001 8.3750855 9.9594091 5.9166104 TCGA-CN-5363 48 1 253 NA head and neck stage ivb t4a n3 m0 male 2007 NA NA head and neck squamous cell carcinoma 15 1977 6 black or african american not hispanic or latino 4 6 1 1 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 5.166995e-06 2.045991e-06 9.84735306 NA 10.56152682 2.11490002 4.69986808 11.08356974 -0.05499167 5.80295831 9.25786088 16.37152115 6.70652917 7.00026034 7.37960623 -1.05499167 8.84885982 6.87571495 4.64541922 1.26687647 2.94497086 9.48122506 0.52997083 NA 10.21000682 10.43131018 11.33110986 NA 10.66008193 10.90534195 9.96595783 10.66051100 -1.05499167 NA 4.03244472 8.72602601 NA NA 14.35011939 5.33729363 9.85412098 11.52264278 8.09472484 6.46853933 10.02845727 3.52994585 NA 14.03868433 12.48982165 8.98252477 -0.05499167 10.79125187 3.96734386 12.31797898 7.66265414 4.61740428 0.94500833 NA NA 3.64541346 3.85186895 16.50267301 16.68306669 9.85186848 13.30191127 NA 2.94497086 12.29356778 -1.05499167 2.85185896 9.28259988 10.49139016 2.26690645 18.49555000 10.96942502 NA 2.52994585 1.75232043 11.85936306 9.04037494 6.11490211 10.99655738 10.45475291 16.10055712 9.46067786 1.26687647 3.64541346 11.35807692 10.12364279 6.54489027 12.06985043 8.17859763 9.92010941 11.79711725 NA 8.73614077 11.49139011 3.64541346 NA NA 3.19290429 6.36283104 9.81302871 11.90298681 -0.05499167 2.64542499 -1.05499167 4.33729720 NA 11.41843000 NA 12.49307734 9.55844520 10.82876675 1.26687647 13.24210914 NA 8.21176470 11.45103751 7.52617839 9.91508389 10.52004443 7.21644128 11.77529504 11.70922751 0.52997083 9.19290552 5.81534230 9.47147708 12.37176682 7.65233734 12.78359097 9.48510597 NA 6.14465009 -0.05499167 -0.116640 -0.160130 0.224220 0.166250 -0.118610 -0.118610 0.215300 0.184950 -0.371320 0.691480 0.744610 3.656900 3.454300 0.147260 0.147260 2.562700 3.656900 0.223450 -0.030640 -0.377180 -0.377180 -0.289050 0.007500 0.205340 -0.370420 -0.336180 0.234880 0.234880 -0.012231 -0.036927 0.004580 0.004580 -0.160130 -0.160130 -0.160130 -0.384480 -0.371210 -0.383250 -0.383250 -0.381230 0.184800 0.184800 0.184800 -0.081920 -0.081920 0.542240 0.488480 0.184950 -0.391520 -0.393630 -0.961360 0.147260 -0.375040 -0.375040 0.000000 -0.365560 -0.366690 -0.030640 -0.377180 -0.377180 0.448670 0.481650 -0.306520 -0.101860 -0.101860 0.007500 0.007500 -0.370420 -0.370420 -0.336180 0.230090 -0.342170 0.049966 0.017158 -0.042206 -0.375 0.000 -0.366 -0.366 0.000 0.000 -0.377 0.449 -0.289 -0.102 -0.102 0.000 0.000 0.205 -0.370 -0.369 -0.369 0.000 0.000 0.235 0.235 -0.342 0.000 0.000 0.000 -0.383 0.224 -0.196 0.185 0.166 0.166 0.331 0.450 0.215 0.215 -0.371 0.745 3.657 0.147 0.000 0.000 -0.375 0.000 -0.366 -0.366 0.000 0.000 -0.377 0.449 -0.289 -0.102 -0.102 0.000 0.000 0.205 -0.370 -0.369 -0.369 0.000 0.000 0.235 0.235 -0.342 0.000 0.000 0.000 -0.383 0.224 -0.196 0.185 0.166 0.166 0.331 0.450 0.215 0.215 -0.371 0.745 3.657 0.147 0.000 0.000 11.546284 NA 10.877462 8.438833 11.180693 12.993461 9.174998 10.892615 8.765157 9.777868 11.038396 11.661583 11.190828 11.545820 10.261259 10.165961 3.271949 12.069850 11.775691 9.920109 11.240460 10.971501 10.595581 13.078790 13.195353 8.185769 1.266876 3.032436 10.028457 9.374385 11.78654225 12.06812936 10.31947410 -0.05499167 11.65513860 10.32110327 14.99578164 10.38947518 6.63846488 8.81380043 8.84131022 11.41538258 9.65469080 8.43482585 10.09027322 9.46755950 2.94497086 10.49812718 8.06132204 8.86384122 14.03868433 1.26687647 10.61872870 9.85186848 5.94497788 6.03244031 6.63846488 9.59153656 NA 8.30252972 10.49956679 9.92010941 11.79711725 11.17619908 11.49139011 10.99924309 0.52997083 1.94497086 7.43088739 11.71274859 6.91652203 5.45277332 11.41843000 11.47976713 10.82876675 12.43306911 10.66693150 10.15382193 9.46853994 10.52004443 7.92797169 9.92154210 10.66522220 -0.05499167 5.64541634 -1.05499167 9.02025660 9.68812929 10.49283640 7.35436929 9.86384122 5.48413813 TCGA-CN-5364 55 1 493 NA head and neck stage iva t4a n2c m0 male 2006 NA yes head and neck squamous cell carcinoma NA NA 9 white not hispanic or latino 3 7 1 1 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 4.30005e-06 7.975899e-07 8.6403350 2.7549730 10.8695876 3.7549730 5.6830844 10.1704847 7.0029050 5.4179436 8.5680462 15.7837855 7.1319475 8.5216907 7.2680469 -1.4150375 9.2539378 8.4859194 4.3664131 6.8471476 3.1700212 8.4813849 -0.4150375 NA 8.8174736 10.4684597 11.2870089 NA 10.6880126 10.8471475 11.1496785 10.6198516 NA -1.4150375 2.9069868 9.6408638 -1.4150375 NA 14.3042276 4.8518390 9.5501155 11.3199739 7.6778098 6.5157897 11.4699863 3.1700212 NA 14.1467284 14.1172259 8.7474441 3.0444816 10.3839294 4.5082004 12.7102239 5.5275677 4.6294441 0.5850587 0.5850587 -0.4150375 2.0444990 0.1700532 12.7350379 14.9999874 11.0686165 13.0433952 NA 4.5850527 10.3052969 -0.4150375 1.7549730 9.4813851 11.5170828 1.9069675 18.7177469 11.2614505 -1.4150375 2.1700212 2.9773715 12.1517014 8.1960773 5.0607867 11.0588700 10.2824546 15.3690101 9.6115761 5.0279944 2.2854910 11.3700964 10.3074333 5.3129737 12.6035137 8.7360694 11.5749793 11.6735097 -1.4150375 8.9752218 10.9901941 6.9730705 NA NA 4.6935762 6.5850527 9.8553480 10.2029793 -1.4150375 1.7549730 NA 10.3503388 NA 10.4707491 5.7449253 13.1724200 9.1371262 11.1546710 0.9069675 13.0503002 4.9249027 9.0516391 11.1546710 7.8658236 9.2984393 9.6444851 8.1605920 11.2432641 10.3660025 2.4919557 8.4538752 5.8329811 6.9859319 11.9426047 7.9426048 10.9576457 9.0668521 -1.4150375 11.7094971 0.9069675 0.00471900 0.00471900 0.83176000 -0.00277070 0.01530800 0.01530800 0.00446340 -0.00373950 0.00694350 0.00694350 0.41731000 -0.02054900 -0.02054900 -0.01114600 0.41496000 0.01167900 3.33470000 -0.01704700 -0.01422800 -0.07401000 -0.07401000 -0.00415460 0.00083195 0.01307400 0.01307400 -0.04129500 0.08652200 0.08652200 -0.00379680 -0.02068700 -0.00954260 -0.00954260 0.00471900 0.00471900 0.00332990 -0.40981000 -0.40981000 -0.41025000 -0.41025000 -0.40838000 0.00638710 0.00638710 0.47907000 -0.01656700 -0.01656700 -0.41355000 -0.41893000 0.00000000 0.00027728 -0.40163000 -0.77031000 -0.01114600 -0.01505400 -0.45800000 -0.00954260 0.01167900 0.00000000 -0.01422800 -0.07401000 -0.07401000 0.07512800 0.07555900 -0.00401620 0.01824300 0.01824300 0.00083195 0.00083195 -0.39453000 -0.39453000 -0.08405200 0.32527000 0.02244400 0.02581200 0.00381290 -0.00379680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 0.000 -0.395 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.410 0.235 -0.408 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 0.000 -0.395 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.410 0.235 -0.408 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.000 0.000 0.000 0.000 11.2588034 -1.4150375 10.7224121 6.4859194 11.5115340 12.0194164 12.7207620 12.1931920 8.9193261 9.3655924 11.0354907 11.8624854 7.8017982 11.1154590 10.6304711 10.2410305 4.2409783 12.6035137 8.5537195 11.5749793 11.2425944 10.8550560 11.0559657 12.7957811 13.4615696 9.9237890 NA 0.5850587 10.1615370 10.4135858 11.2457172 12.0511291 11.5205861 -0.4150375 11.8222626 11.0401230 15.5379858 9.3449408 6.3859521 8.0175946 8.9182079 10.9387509 10.3120627 8.5172674 10.6558445 9.3155228 3.1700212 11.3476424 9.2846252 5.8138710 14.1467284 3.3399355 10.3474347 11.0686165 5.6294470 5.3532386 0.5850587 9.2733030 -1.4150375 9.2776682 9.5046609 11.5749793 11.6735097 11.0743989 10.9901941 11.8705994 1.9069675 -0.4150375 7.1046889 10.4573428 9.7052906 4.7549783 10.4707491 11.3829168 11.1546710 12.8087527 10.8183728 10.5857570 9.1700152 9.6444851 7.9687572 10.3705051 10.1591732 0.5850587 NA 10.4870509 8.8372804 9.7853384 9.8174736 8.3163716 10.6063797 5.2715527 TCGA-CN-5365 38 1 351 NA head and neck stage ivb t2 n3 NA male 2006 NA NA head and neck squamous cell carcinoma 26 1980 1 white not hispanic or latino 2 3 3 3 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 2.496803e-06 7.975899e-07 7.7861219 -0.1327361 9.8965458 -0.1327361 2.4522264 9.9705465 2.8672639 4.4218494 8.6794361 16.8355542 6.9279545 8.5218948 9.8819766 1.6745962 10.1992952 8.0321653 4.9965424 5.0960763 2.6746188 8.8459692 -1.1328943 NA 6.4745885 6.2248101 10.9208452 3.8672540 10.9417347 10.3510744 10.6689670 11.1255302 -1.1328943 NA 2.0371713 9.2380005 NA NA 13.0497306 2.3266812 9.5546343 10.8473982 8.3651107 4.7741492 12.2360379 1.6745962 NA 13.2521099 13.2327609 9.5659632 -1.1328943 12.1481744 10.1717070 12.0462347 6.1526600 6.9861993 NA -1.1328943 NA 1.8672639 2.0371713 16.6589808 17.9488831 11.2737294 12.9329272 NA 1.8672639 11.6091469 0.4521737 -0.1327361 8.5694315 10.4934240 NA 19.8362945 11.1231724 -0.1327361 0.8672639 NA 11.7782761 6.7437761 6.1340443 10.7618529 11.0930686 15.8638425 9.0742729 0.4521737 1.1891604 11.3287381 7.9547215 2.5676915 11.5013618 9.5806452 10.8965459 11.2908999 NA 8.6778303 11.2234355 3.6746188 -1.1328943 1.6745962 2.9547174 7.0421847 9.1056634 8.6271468 0.4521737 1.6745962 NA 8.6120926 -0.1327361 10.6942043 6.7801487 13.6263146 9.0238979 9.9738216 2.6746188 12.9822210 4.8214551 7.8038967 11.5027501 7.2292024 8.7360812 9.7972567 9.4681008 8.7590423 10.5011620 1.6745962 10.9474100 4.9116532 8.9520671 11.4729697 8.9744757 10.4390114 8.8083062 NA 11.3643620 NA 0.0890600 0.0000000 0.8739900 -0.0501430 0.1138200 0.1138200 0.1621300 0.1621300 -0.4852800 -0.4852800 0.2822500 -0.0841900 -0.0752730 0.0218190 0.0218190 -0.4012400 3.6569000 -0.4762200 0.0751320 -0.0323770 -0.0323770 0.1749100 0.0618710 -0.0417650 -0.0417650 -0.5210700 0.0803900 0.0803900 -0.0177290 -0.0011723 -0.0011723 -0.0011723 0.0000000 0.0000000 0.0000000 -0.4435600 -0.4435600 -0.4435600 -0.4435600 -0.0265030 -0.0265030 -0.0265030 -0.0265030 -0.0007566 -0.0007566 -0.0177850 0.0694600 0.1621300 0.1621300 -0.5032300 -0.9886700 0.0218190 0.0605850 0.0094102 0.0094102 -0.4012400 -0.4405300 0.0751320 -0.0500270 -0.4825400 -0.0848140 0.0880470 0.1749100 0.0696030 0.0696030 0.0618710 0.0618710 -0.0417650 -0.0417650 -0.5210700 0.0339080 -0.4899900 -0.0094679 -0.0094679 -0.0094679 0.000 0.000 -0.401 -0.437 -0.476 0.000 0.000 0.000 0.175 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.460 0.000 0.000 0.000 -0.317 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.162 0.162 -0.223 0.262 0.000 0.000 0.000 0.000 0.000 0.000 -0.401 -0.437 -0.476 0.000 0.000 0.000 0.175 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.460 0.000 0.000 0.000 -0.317 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.162 0.162 -0.223 0.262 0.000 0.000 0.000 0.000 10.8917058 NA 9.0850831 7.1936880 10.9619961 11.4449164 9.7135326 11.6469780 7.8896262 9.7445427 10.8391614 11.6671473 7.6713896 9.4819685 11.0742730 11.2393075 3.7552722 11.5013618 7.8923983 10.8965459 11.0567744 9.9299794 10.9017138 13.2246787 12.8921386 8.2444690 -1.1328943 0.8672639 9.4484593 8.9731673 11.3596126 11.8756873 12.0381226 -0.1327361 11.2932613 10.6746136 15.3514978 9.2903746 5.5111138 9.6120926 7.8272608 11.5821481 10.3928431 8.5449783 10.1281782 8.3770335 2.6746188 10.7635911 9.0632460 5.9547221 13.2521099 0.8672639 10.6898295 11.2737294 6.6087250 5.4671719 -0.1327361 10.3750533 NA 9.1340453 7.3348641 10.8965459 11.2908999 11.2059950 11.2234355 11.0068100 -1.1328943 NA 7.5111146 10.1486092 2.8672639 5.0767130 10.6942043 11.4302165 9.9738216 12.4461031 10.7410872 9.7711405 8.9198266 9.7972567 6.3750533 9.9751296 9.8686669 2.4522264 -1.1328943 4.3266883 9.0579722 9.0016849 9.8923982 7.0912608 10.5956044 4.6221456 TCGA-CN-5366 51 1 360 NA head and neck stage iva t4a n2c m0 male 2006 NA yes head and neck squamous cell carcinoma 80 1966 9 white not hispanic or latino 2 1 1 1 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 3.051648e-06 8.322677e-07 10.84966719 NA 10.13781178 3.14867384 5.81769999 10.15137520 3.02837466 5.60284879 9.68845192 16.13678930 7.34716690 8.15945259 8.01459130 -0.49512541 9.12686835 7.70448884 4.71426750 2.08976931 9.65456371 8.45901268 0.08976931 NA 10.52197294 5.94775965 11.10797923 3.79021945 10.76014018 10.39203712 10.63022999 10.49385615 NA NA 4.33770396 8.28663538 NA NA 14.81100285 5.14867384 9.93526908 11.62245963 8.14325259 6.85354411 11.38152532 3.89713391 NA 13.47334833 13.00379035 9.00067160 NA 11.74709745 10.14440600 11.37286740 6.18429617 6.69464065 -0.49512541 1.82676202 -1.49532876 2.08976931 2.41169740 15.38696996 15.48009926 9.82618093 11.72640364 NA 4.36279949 11.28022101 0.08976931 1.08976931 8.99366078 10.91738640 -0.49512541 18.88884031 10.88608910 NA 1.82676202 2.50482375 12.05448087 8.49633851 5.10473083 10.80819204 10.65488114 16.12414097 9.77686298 5.91420811 3.54921325 11.13781172 10.14912343 5.56010046 11.86395660 9.06896606 11.03253784 12.02223987 NA 8.37672188 10.94957258 4.45901186 NA -1.49532876 3.02837466 7.30571613 9.72881812 8.83461294 -1.49532876 1.82676202 -1.49532876 6.76220395 NA 10.76132010 NA 12.75592903 9.51024455 10.77218845 6.70938714 13.27908883 2.96425075 8.46046654 11.44788073 8.05556335 9.45828541 10.08909317 8.03814642 11.83293043 11.65979280 0.50477292 11.73062646 6.67474169 9.41395958 12.31528774 8.61203359 11.68098965 9.52510203 1.31220046 9.79137423 1.08976931 0.0518560 0.0518560 0.5813000 0.3628000 0.0000000 0.0000000 0.1451800 0.1451800 -0.2758300 0.5709500 0.5879300 -0.0566800 -0.0566800 0.0934750 0.1437000 -0.2666100 1.7430000 0.1493500 0.0202030 -0.0505060 -0.0505060 0.1402800 0.2231200 0.3647700 -0.2676900 -0.0999990 0.1450300 0.1450300 0.0085034 -0.0407520 -0.0407520 -0.0756850 0.0518560 0.0518560 0.0518560 -0.2750000 -0.2750000 -0.2714000 -0.2714000 -0.0473950 -0.0473950 -0.0473950 -0.0473950 -0.2695900 -0.2695900 -0.2695900 0.1442900 0.0052749 0.0052749 -0.2840700 -0.0566800 0.0934750 -0.0549600 -0.0549600 -0.0549600 -0.2937800 -0.2382800 0.0202030 -0.0713190 -0.0505060 -0.0653870 0.7723300 0.1257900 -0.0724080 -0.0724080 0.2231200 0.3356100 -0.2676900 -0.2676900 -0.0999990 -0.0999990 -0.0760120 0.0464170 0.0220540 -0.0066432 0.000 0.000 -0.267 -0.267 0.129 0.000 0.000 0.772 0.126 0.000 0.000 0.223 0.223 0.365 -0.268 0.000 0.000 0.000 0.000 0.145 0.145 0.000 0.000 0.000 0.000 -0.115 0.157 0.000 0.000 0.363 -0.270 0.000 0.000 0.140 0.000 0.295 0.571 0.000 0.000 0.000 0.000 0.000 0.000 -0.267 -0.267 0.129 0.000 0.000 0.772 0.126 0.000 0.000 0.223 0.223 0.365 -0.268 0.000 0.000 0.000 0.000 0.145 0.145 0.000 0.000 0.000 0.000 -0.115 0.157 0.000 0.000 0.363 -0.270 0.000 0.000 0.140 0.000 0.295 0.571 0.000 0.000 0.000 0.000 11.219062 NA 10.277535 7.340867 12.128698 12.334234 9.553303 12.086253 9.401906 9.280427 11.088839 12.316894 7.905696 10.876865 10.613014 9.637959 4.392585 11.863957 8.477796 11.032538 10.955512 10.371323 10.529610 12.752751 13.273414 5.163028 -1.495329 1.312200 9.979537 9.286176 10.61072507 12.48638379 10.00715106 0.82676202 11.39830766 10.93396169 14.47449443 9.02641693 6.83124643 8.59625201 9.17900887 11.16837465 9.43615247 8.80516894 9.92319628 8.77627971 9.65456371 11.60597151 7.95602760 6.60284879 13.47334833 0.08976931 11.34971839 9.82618093 5.84466685 5.79943706 0.82676202 9.75511491 0.50477292 9.18956515 9.17015241 11.03253784 12.02223987 10.93474625 10.94957258 11.09493572 -1.49532876 1.31220046 6.91331669 10.02984791 5.51604352 6.42367901 10.76132010 11.77262733 10.77218845 12.92503995 10.34283861 10.07893694 9.48281199 10.08909317 7.30571613 10.28412554 10.41695741 1.08976931 NA 3.89713391 9.66284548 9.37979790 11.15788551 6.44145526 10.58896053 5.52718296 TCGA-CN-5367 60 1 352 NA head and neck stage iva t4a n2b m0 female 2006 NA yes head and neck squamous cell carcinoma 40 1966 2 white not hispanic or latino 1 3 1 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.086326e-06 8.322677e-07 8.7842416 NA 11.5165888 2.7143554 4.2118610 10.4430784 1.2118844 5.5576307 9.6828550 15.8513581 7.5576322 7.4470733 8.2689466 1.4342412 9.1737893 8.1853155 4.3548118 7.7817131 2.6269063 9.4574100 -1.3729535 NA 8.8314659 9.2425244 11.3486348 3.3817817 10.2480308 10.9569713 10.4152053 10.3286343 0.2118844 2.3273425 2.3273425 9.2518272 NA 0.6268596 15.0356723 4.2707532 9.5237417 11.7518238 7.4115296 5.9667442 10.3896920 0.6268596 NA 12.7605989 13.4140831 9.1484951 -0.3731404 11.2235504 7.0936447 11.8069593 6.8314656 7.3479942 -0.3731404 1.2118844 -1.3729535 4.0531635 2.9488251 15.1533003 16.3409634 10.4180576 12.8644035 NA 6.0698375 11.6811599 2.4342412 1.2118844 9.9335260 11.0346936 NA 19.2052462 11.6447470 NA 1.4342412 0.6268596 12.0733319 8.2671397 4.4597857 11.2303194 10.3543898 15.9369927 9.5472476 6.5277616 3.4342546 11.5220913 10.2851063 5.0698396 11.9572515 9.3445711 11.5865345 11.9322440 NA 8.7143575 11.7005342 6.1026287 -1.3729535 -0.3731404 5.9844458 7.3307986 9.5239839 10.1819631 1.2118844 2.4342412 0.9488251 8.7432386 0.9255438 10.8697711 -0.3731404 13.0665308 9.6462700 10.9411947 3.5337876 12.8669407 5.0863252 8.5664738 11.8611134 8.0320364 10.4082545 9.8557133 9.5934001 10.4542374 10.8284061 -0.3731404 11.7365622 7.4470733 9.1747532 12.0182726 8.4358590 12.4300168 9.9122970 0.2118844 9.8466683 0.6268596 0.00000000 -0.00801040 0.53151000 -0.00138580 0.15248000 0.15248000 0.10499000 0.10658000 -0.54985000 0.65737000 0.99738000 -0.55697000 3.65690000 -0.54330000 0.41597000 0.00069327 3.65690000 -0.00023838 -0.00123040 -0.16866000 -0.16866000 -0.16307000 -0.06450800 3.65690000 0.18753000 -0.07614500 0.05025000 0.05025000 0.10833000 0.02179900 0.05437600 0.40894000 0.00000000 0.00000000 -0.00801040 -0.54915000 -0.54915000 -0.54915000 -0.54915000 0.01726400 0.01726400 -0.49788000 -0.34635000 -0.00138580 -0.00138580 -0.00138580 0.15248000 0.10658000 0.09358800 -0.55787000 -1.08650000 -0.54330000 -0.07931300 -0.07307600 -0.06316600 0.00069327 -0.55156000 -0.02575600 -0.16866000 -0.16866000 0.61045000 0.61045000 -0.03340500 0.12482000 0.12482000 -0.06450800 -0.06450800 -0.52461000 -0.56163000 -0.07614500 -0.07614500 -0.02342900 -0.07854400 -0.09657200 0.10833000 0.000 0.000 3.657 3.657 0.000 0.000 -0.169 0.610 0.000 0.000 0.000 0.000 0.000 0.000 -0.525 0.000 0.000 0.000 0.355 0.000 0.000 0.000 0.197 0.000 0.000 -0.549 0.532 0.000 0.000 0.000 0.000 0.147 0.000 0.105 0.105 -0.550 -0.268 0.000 0.373 0.000 0.108 0.000 0.000 3.657 3.657 0.000 0.000 -0.169 0.610 0.000 0.000 0.000 0.000 0.000 0.000 -0.525 0.000 0.000 0.000 0.355 0.000 0.000 0.000 0.197 0.000 0.000 -0.549 0.532 0.000 0.000 0.000 0.000 0.147 0.000 0.105 0.105 -0.550 -0.268 0.000 0.373 0.000 0.108 11.5631646 NA 10.6447506 3.8748265 10.5583710 11.6328438 10.3946654 11.3520480 9.0116784 9.1046530 10.6223086 11.6207177 7.9778340 10.7150204 12.1999501 10.6180622 5.3317661 11.9572515 12.6003231 11.5865345 11.6363735 10.9541666 11.3162791 13.2586516 13.6655137 7.1227493 -1.3729535 -0.3731404 9.9628432 9.2806355 11.07939338 12.58381533 11.57014213 0.94882508 11.66615653 11.44966469 15.13597289 10.32646713 6.09450000 9.63322085 9.34884830 11.55467269 9.52920193 8.45503125 10.60381678 10.12922930 2.62690633 11.10591708 8.97119060 6.24160378 12.76059887 3.53378758 11.06308575 10.41805762 6.50341234 4.50953750 0.21188440 9.29489318 NA 9.02884096 9.88781433 11.58653447 11.93224403 11.16556868 11.70053422 11.93338368 -0.37314038 2.21185326 6.62689465 11.34435694 5.06983963 4.18148425 10.86977110 11.23306856 10.94119473 12.37267408 10.52133357 9.29134202 9.12274984 9.85571334 8.01059915 10.40044603 10.29356258 1.62690633 0.07573798 2.43424123 7.92791067 9.87125857 10.06672561 8.53528743 10.42212270 6.06152349 TCGA-CN-5369 89 1 380 NA head and neck stage iva t4a n0 m0 female 2006 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 1 2 1 3 3 2 2 NA NA 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 4 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 4 4 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1.293483e-05 4.646828e-06 10.1104041 -0.2570452 10.2946976 2.2024177 4.2024177 10.4836135 7.3279523 7.5503443 8.8671107 16.6518685 7.6707674 7.6737267 7.8304525 -0.2570452 10.2874709 8.0558724 5.0467704 4.0283923 4.4978742 9.0109465 -0.2570452 NA 9.6986392 6.1180295 11.1521151 2.0649173 10.5786451 10.3636674 10.9630653 11.0018498 0.7429548 NA 4.3868454 9.3814071 -0.2570452 3.3279460 14.5162832 6.5374048 9.2714434 11.5382174 9.5543640 6.6737274 11.0338722 4.2975803 NA 12.5404483 13.0293305 9.2398431 2.0649173 12.4578788 6.3010279 12.0453427 6.9475610 7.1692546 NA -0.2570452 -0.2570452 1.0649518 -1.2570452 15.5874736 15.0000216 11.3080915 12.9458019 -0.2570452 4.9524407 11.5105531 NA 3.6971844 9.7366355 10.9225875 3.3098019 19.3875868 13.7182552 0.3279173 2.6498913 3.8304480 11.8102557 8.6766800 7.5884793 11.2923120 10.5107600 15.9689217 9.5615715 5.3128467 5.3576998 11.0668886 10.4768521 6.1438689 12.1799442 9.2156803 11.4613082 12.0033209 4.4978742 8.3994142 11.5317077 6.9377457 NA NA 3.2665467 6.7873841 9.3194737 10.3396450 3.4434343 3.6971844 NA 5.1692556 -1.2570452 10.9172909 NA 12.8204727 10.1328250 10.9810955 3.6971844 13.7677828 6.5567712 7.7736568 11.4382177 7.8436516 9.7401688 10.0467416 9.5028775 11.2300758 10.7952177 0.7429548 10.2966187 6.5758796 8.6453645 12.3555124 8.6663170 11.3670994 8.4589512 0.7429548 11.7028102 1.5503589 -0.00318590 0.00360760 -0.00304750 0.00000000 -0.00083160 -0.00083160 0.00875280 0.00875280 0.00986690 0.00986690 0.00986690 0.01894300 0.00181820 0.00694350 0.00694350 -0.00194480 0.00013863 -0.00152430 -0.00152430 -0.00429290 -0.00429290 -0.00083160 -0.00180140 -0.00207840 -0.00207840 0.04556600 0.00291330 0.00291330 -0.00072760 -0.00318590 0.00235810 0.00235810 -0.00318590 -0.33029000 0.00360760 -0.00304750 -0.00304750 -0.00304750 -0.00304750 -0.00110870 0.00019956 0.00019956 0.00019956 0.00000000 0.00000000 0.00000000 0.00703530 0.00875280 0.00875280 0.00986690 -0.37572000 0.00694350 -0.00733390 -0.00733390 -0.00733390 -0.00194480 0.00013863 -0.00152430 -0.00429290 -0.00429290 0.00249690 0.00249690 -0.00083160 -0.00705760 -0.00705760 -0.00180140 -0.00180140 -0.00207840 -0.00207840 0.04556600 0.04556600 0.00221930 0.00277450 0.00277450 -0.00072760 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.9213430 NA 9.5600450 8.7722766 11.0541700 11.3558556 11.7274078 11.6258234 9.5111737 10.7209847 11.0260777 11.3565486 9.8403631 11.0341601 10.7604938 11.2166951 4.5618882 12.1799442 9.8084055 11.4613082 10.4886637 10.6906264 10.9500037 12.9058095 12.7729667 7.3503196 -0.2570452 3.7873802 9.5853397 9.8110959 11.0581390 12.2485529 10.6670595 1.3279747 11.5294632 10.8978075 14.6615489 9.7597977 7.4844564 8.0895029 8.6633421 11.4156357 9.3088530 7.9228983 10.7238430 8.5567704 4.4978742 11.0518972 9.2146647 10.7209847 12.5404483 2.9129181 10.5099323 11.3080915 4.7429871 9.5955190 0.3279173 10.6056267 1.7429979 9.8475881 8.6913565 11.4613082 12.0033209 11.2714435 11.5317077 11.5384203 4.7429871 -1.2570452 8.2860212 10.4105445 9.5583727 4.9328124 10.9172909 11.5876952 10.9810955 11.7316741 10.6241034 10.3326405 10.1655799 10.0467416 6.8144517 10.2060027 10.3577820 4.7873854 -0.2570452 7.3723462 9.9826416 10.0062586 10.0828393 7.2975785 9.7422848 5.7429898 TCGA-CN-5370 78 1 259 NA head and neck stage iii t3 n1 m0 male 2006 NA NA head and neck squamous cell carcinoma NA 1975 1 white not hispanic or latino 3 3 1 2 1 1 3 1 4 1 0 0 0 0 0 0 0 5 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 6 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 3.155682e-06 9.016233e-07 10.5740963 NA 10.4208743 4.8489834 6.5390906 10.6189419 2.4969991 7.4993708 9.2134129 16.4114731 7.1619612 7.6857832 7.7227775 5.3680140 9.5676148 10.2288544 5.3988189 5.4487457 9.7731239 8.5379382 0.8340639 -1.7509795 11.6801778 9.2630924 11.5269405 3.3783590 10.3918172 10.5794287 9.9464740 10.6459443 0.8340639 -1.7509795 4.3575942 9.0818038 NA -1.7509795 12.9249188 7.0564264 9.6977045 10.9001237 9.8843366 7.4609604 11.6800472 3.9769959 NA 12.6385689 13.4417501 8.8227193 0.8340639 10.6370893 10.2687947 12.4746560 6.6153942 7.5619546 1.9494976 1.2490812 0.8340639 3.0564275 2.0564101 15.8149674 16.3596166 10.1567138 13.0473413 2.2490812 5.4778910 11.3212046 5.4189961 3.7085073 9.0620515 10.1649514 1.2490812 17.6161326 12.7520902 3.9214935 3.9214935 2.8929350 11.1552110 10.2759411 7.6774321 11.3336097 9.9059437 14.1350066 9.7563712 6.3471040 4.1317129 10.8520027 9.3371977 6.7449267 11.7355664 9.5715634 10.9557839 12.3470218 0.8340639 8.3924552 11.2283185 7.5321603 NA 0.8340639 6.0106232 6.8600962 9.1093830 11.0827527 2.9495163 4.0564275 NA 3.2490660 NA 10.9298710 -0.1660170 12.3518679 10.2144522 11.5504253 6.3471040 13.4268489 6.7369119 8.0882757 11.3981840 8.8508429 9.3841398 10.2111836 8.7657568 12.5387307 11.8696355 2.7084963 10.5202432 7.0692510 8.1915863 12.1987163 8.1023815 12.6264181 8.5732526 1.2490812 10.4560863 2.3365405 0.0207630 0.0106130 0.0270760 0.0515300 0.0000000 0.0000000 0.0283410 0.0283410 0.0649400 0.9501700 0.4096100 1.2228000 0.3896500 2.5068000 0.0315770 -0.0328600 0.4111100 -0.0438730 -0.0438730 0.1036600 0.1036600 -0.1725900 -0.0977590 -0.1274600 -0.1274600 -0.3790900 0.0491140 0.0491140 -0.0175290 0.0127950 0.0127950 0.0127950 0.0106130 0.0106130 -0.4345800 -0.2027400 -0.2027400 -0.2027400 -0.0189020 -0.0878440 -0.0878440 -0.0878440 -0.1063100 -0.0271240 -0.0271240 0.0552300 -0.1269400 0.0283410 0.0283410 -0.6013800 0.3896500 0.0315770 -0.0323140 -0.0323140 -0.0631660 -0.0328600 -0.2917700 -0.0438730 0.1036600 0.1036600 0.0056919 0.0056919 -0.1725900 -0.0112140 -0.0112140 0.2169600 -0.0977590 -0.3006300 -0.3006300 -0.3790900 -0.0580580 -0.1464400 -0.0230180 -0.0230180 -0.0175290 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.000 -0.173 0.000 0.000 0.217 0.217 -0.127 -0.301 -0.321 0.000 0.000 0.000 0.000 0.000 -0.146 -0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.601 0.290 0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.000 -0.173 0.000 0.000 0.217 0.217 -0.127 -0.301 -0.321 0.000 0.000 0.000 0.000 0.000 -0.146 -0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.601 0.290 0.358 0.000 0.000 0.000 11.295855 NA 10.100411 9.416490 11.726577 12.130659 10.581948 11.297389 9.815126 9.984628 11.410204 11.402624 9.684221 10.973159 11.217559 10.712596 3.837933 11.735566 10.357923 10.955784 10.857327 10.886150 10.387984 12.520639 12.827975 6.293466 1.056445 3.949516 9.659523 10.098477 10.6203041 11.6838305 11.9427767 1.0564448 11.4745807 10.2879910 14.6541298 8.7268302 7.6219368 9.0740306 9.1070530 11.5961396 8.9603345 7.8983281 10.0760176 8.1915863 9.7731239 10.9529755 8.9803910 7.8875076 12.6385689 2.7084963 10.3889430 10.1567138 6.4969991 6.7409249 2.8340437 10.1809175 -0.7509795 9.6027701 10.3212045 10.9557839 12.3470218 11.6276378 11.2283185 11.5933679 4.0304332 5.3680140 8.2866187 11.6235681 7.0819616 4.8929301 10.9298710 11.8318020 11.5504253 12.0293041 10.6456768 10.2007210 10.6057990 10.2111836 7.8711241 9.6925336 10.8333299 4.5709972 -0.1660170 4.0304332 9.0419761 10.1438898 9.7288523 7.5596845 10.2755954 5.1679359 TCGA-CN-5373 55 0 NA 1584 head and neck stage i t1 n0 NA female 2010 NA yes head and neck squamous cell carcinoma 60 NA 0 white not hispanic or latino 3 3 3 3 3 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 4.404083e-06 1.803247e-06 10.24564837 NA 10.27326865 4.82052108 6.01469450 10.16969944 6.55993073 6.84476852 8.65212398 16.59664066 7.84175994 8.17149808 7.20934126 NA 9.25867885 9.14611269 4.86861763 6.02534114 7.72578069 7.63484589 0.93787165 -1.06220366 10.23479444 5.55258918 11.55763974 0.93787165 10.34620799 10.41917322 10.73026191 11.13294288 0.52285926 NA 4.42972977 9.67503274 NA NA 13.81607292 5.79586044 8.71421254 11.95989927 9.39217765 7.24621710 11.89588719 2.93787165 NA 14.16954949 13.81707861 10.17149796 0.52285926 11.07679002 14.41593308 13.10239244 7.42973144 8.53593086 0.52285926 -1.06220366 -1.06220366 -1.06220366 -1.06220366 15.41102624 14.83873543 10.19762155 13.22212404 NA 6.19526688 11.13785730 0.52285926 3.10780502 11.22789712 11.26149603 -0.06205304 18.41119560 12.02517535 -1.06220366 3.02534778 1.74523733 11.86769149 8.83572390 6.45357849 11.97796418 9.54613318 15.48175595 9.38496157 6.28660581 3.10780502 10.46925973 9.78101425 7.61735873 12.06320459 9.17029915 11.45628556 13.13893010 NA 8.23020013 11.68544193 4.29542917 -0.06205304 -0.06205304 6.32158181 6.63831861 9.51625099 10.48235986 1.74523733 2.52283415 NA 7.58533665 NA 11.71184164 -1.06220366 12.49246714 10.18976305 11.05876416 7.32158271 12.78042506 4.91515755 8.06199971 11.09427744 8.62962182 9.03985397 9.75003949 12.35229927 12.61592819 10.49582056 0.93787165 11.05844016 6.35573165 8.73715978 12.51601507 8.11778749 12.21269320 9.27550019 1.74523733 12.19482406 1.93787165 -0.00097017 -0.00678130 0.37347000 0.00027728 0.00416320 0.00416320 -0.00512270 -0.00512270 -0.45029000 0.41513000 0.41463000 1.46490000 -0.38683000 -0.38683000 0.01796300 0.00221930 0.40094000 0.02300500 -0.00055444 -0.10552000 -0.16455000 0.00875280 -0.00346270 0.00583090 0.00583090 -0.00719580 0.00541390 0.00541390 -0.02274400 0.00110930 0.00110930 0.00110930 -0.51640000 -0.00678130 -0.00263220 -0.39029000 -0.39029000 -0.39353000 -0.39353000 0.00402430 -0.00180140 -0.00180140 0.00000000 0.00027728 0.00027728 0.00027728 0.00889200 -0.00512270 -0.00512270 -0.45029000 -0.38683000 0.01796300 -0.00083160 -0.00083160 -0.00083160 0.00221930 0.00027728 -0.00055444 -0.13083000 -0.13083000 -0.00097017 -0.00097017 0.00875280 0.03806500 0.03806500 -0.00346270 0.00499690 -0.33693000 -0.35459000 -0.00719580 -0.00719580 0.00273380 -0.02246900 -0.02246900 -0.02274400 0.000 0.000 0.000 0.000 0.000 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 0.361 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.450 0.415 -0.364 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 0.361 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.450 0.415 -0.364 0.000 0.000 0.000 11.139390 NA 9.803503 9.791188 10.788065 12.124301 12.090322 11.982443 9.881858 10.256986 10.630930 11.243370 10.866026 11.303927 12.258397 10.512472 3.924290 12.063205 8.279953 11.456286 10.720877 10.120273 10.559014 11.876759 11.671953 8.886246 -1.062204 2.397310 9.385995 9.311831 10.93752603 11.46045984 12.66909123 0.93787165 11.64803899 10.41967772 14.42081100 9.63049375 7.47315373 8.73553978 9.21283875 13.16827407 8.31942104 7.46144016 10.29322942 7.52284043 7.72578069 11.37692999 8.42370758 8.22559066 14.16954949 2.25981481 10.33769024 10.19762155 4.82052108 7.46535498 NA 10.17866958 -0.06205304 9.11778749 9.03063541 11.45628556 13.13893010 11.20114747 11.68544193 11.33769024 3.74523733 1.52285926 7.77988282 10.67850234 7.34301956 4.77077091 11.71184164 11.30965495 11.05876416 11.00934066 10.06587264 9.93010853 9.65126485 9.75003949 6.78962754 10.49390527 10.80515700 5.25980728 0.52285926 2.74523733 9.38702687 10.34726923 10.35150621 7.64523763 10.40853716 4.89207525 TCGA-CN-5374 56 1 1732 290 head and neck stage iva t2 n2 m0 female 2007 NA yes head and neck squamous cell carcinoma 30 NA NA white not hispanic or latino 3 5 2 3 2 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.062962e-06 1.976636e-06 10.08392590 NA 11.28360276 -1.02796912 3.29406194 11.14456571 7.04360042 8.12695634 9.66649618 15.96625959 6.93214033 7.78912213 8.95227794 1.29407665 9.52864437 10.50887111 5.47628123 6.87300478 11.74465900 9.45696114 0.55709144 NA 4.18159556 5.74032316 11.43719439 NA 10.73410490 10.70515354 10.47148582 10.33023995 -0.02782203 -0.02782203 3.05959755 8.94638084 NA -1.02796912 10.31087460 5.10142317 9.41715314 11.13704518 6.64456294 6.09107989 12.19236538 9.64367927 -1.02796912 12.03249641 13.99396189 9.45292834 3.05959755 11.50010387 9.24052828 11.67647419 6.04895326 6.94368226 NA NA NA 1.97214120 NA 15.36463913 15.75375190 9.88128132 11.98737903 -1.02796912 4.87902934 10.24184936 3.72702734 2.77949087 9.20575782 11.59487643 2.29407665 18.02175283 11.93954462 NA 2.29407665 3.61599298 11.78531816 8.27134630 3.67257243 10.93392069 10.53866804 15.22489604 8.69835636 4.72702734 7.56832782 11.09075494 10.44584400 4.92633632 12.74019640 9.50935658 12.48018056 11.51975580 1.55709144 8.68981457 11.47770171 3.29406194 -0.02782203 -1.02796912 5.96082212 7.60876268 9.25522666 9.31975949 3.14207029 2.43156948 NA 9.72786040 NA 11.08066266 7.45595431 12.52468725 9.77408909 10.47198414 2.29407665 13.39597635 6.94941821 8.04627987 10.85133858 7.38152911 9.29631882 10.46304929 8.97495313 9.89620841 9.80581899 2.77949087 11.25840721 6.02742170 8.07017033 9.72952830 8.50351968 11.62475914 8.35151659 NA 11.31671156 2.87901954 -0.2605900 -0.2605900 0.5576200 0.0322810 0.0200630 0.0200630 -0.2568500 -0.2527300 -0.1450400 -0.1450400 -0.0160170 0.0140510 0.0140510 0.0140510 0.0140510 -0.5325600 -0.5552700 -0.1592400 -0.1592400 -0.5360200 -0.5360200 0.0182430 -0.2443600 0.0397610 0.0397610 -0.2442300 0.3719900 0.3719900 0.0307320 0.0252500 0.0252500 0.5180400 -0.2605900 -0.2605900 -0.2605900 0.0185230 0.0185230 0.0185230 0.0185230 -0.5514600 0.0000000 0.0000000 0.0000000 0.0322810 0.0245480 0.0272160 0.0200630 -0.2527300 -0.8609300 -0.1450400 0.0140510 0.0140510 -0.2496500 -0.2496500 -0.2496500 -0.5411300 -0.5388800 -0.1592400 -0.5360200 -0.5360200 0.0329860 0.0324220 0.0074562 -0.1972500 -0.1972500 -0.2443600 -0.2443600 0.0397610 0.0397610 -0.2442300 -0.2442300 -0.2453300 -0.1651000 -0.2800100 -0.0091286 -0.250 -0.250 -0.539 -0.539 -0.159 -0.159 -0.536 0.000 0.000 -0.197 -0.197 -0.244 -0.244 0.000 0.000 -0.244 -0.244 0.000 0.481 0.372 0.372 -0.245 0.000 0.286 0.055 0.000 0.539 -0.551 0.000 0.000 0.000 0.000 0.000 -0.257 -0.257 -0.129 0.000 0.000 0.000 0.000 0.000 -0.250 -0.250 -0.539 -0.539 -0.159 -0.159 -0.536 0.000 0.000 -0.197 -0.197 -0.244 -0.244 0.000 0.000 -0.244 -0.244 0.000 0.481 0.372 0.372 -0.245 0.000 0.286 0.055 0.000 0.539 -0.551 0.000 0.000 0.000 0.000 0.000 -0.257 -0.257 -0.129 0.000 0.000 0.000 0.000 0.000 10.7419761 NA 10.3440673 5.2759196 9.4966798 10.2598448 10.4438134 12.5659962 8.6829447 10.7328582 10.0456103 11.4261804 8.6374740 10.1142453 10.7871212 12.1793051 4.7636931 12.7401964 10.2129296 12.4801806 10.8827810 10.5054680 11.7571819 13.4797427 12.8903493 10.5472047 0.5570914 3.6725724 10.3346301 9.7403225 11.02470627 12.01019984 9.72451880 3.29406194 11.78992133 10.30193454 15.08284398 8.03012968 8.63213405 6.61599445 9.80423704 12.37794449 10.41022830 9.01105725 9.48586573 9.59419003 11.74465900 10.90656625 9.03957272 8.90435283 12.03249641 5.79231658 9.85172141 9.88128132 6.32969051 8.28728759 2.77949087 10.10720622 2.29407665 8.82544793 7.73368921 12.48018056 11.51975580 10.92378719 11.47770171 10.56832801 0.55709144 -0.02782203 8.13387481 10.45393770 8.98615861 4.52672614 11.08066266 10.87489016 10.47198414 13.34914536 10.93214018 10.59784706 8.51323490 10.46304929 8.02198656 10.66038852 10.05960107 6.76655409 -1.02796912 8.84711969 10.82683136 9.92196497 9.57112121 6.96082328 10.15453258 5.29406562 TCGA-CN-6010 53 0 NA 1523 head and neck stage iva t4a n2c NA male 2010 NA yes head and neck squamous cell carcinoma 67.5 1964 3 white not hispanic or latino 2 4 3 2 2 2 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 4.542794e-06 1.560502e-06 9.4841091 NA 11.1013796 1.4118601 2.6919808 10.2840059 5.7440777 8.8724828 8.2804827 15.0484568 7.8309379 8.5382165 7.8991466 5.1280871 9.2528835 9.8916610 4.4118804 4.7542729 9.4886964 9.6351930 4.8899261 1.1894767 8.0660052 6.2555782 11.9992565 0.1895399 10.5481395 10.7312303 10.7672319 9.8399418 0.1895399 1.2803625 2.4118872 8.3669245 3.6045221 -1.3955491 13.2087316 4.8139812 9.2417484 12.1689135 7.4932694 8.1894885 11.0477284 5.6157517 2.6919808 13.2035088 13.0999437 8.2501842 2.0639516 11.9692077 10.1105308 12.3614991 7.7156614 5.5932103 1.7744603 NA -1.3955491 0.1895399 -0.3955491 14.2930494 14.5114127 10.2141663 13.1264943 NA 3.9968406 10.6420728 2.6919808 2.9264549 9.1407730 12.2190057 1.9017261 17.6989180 10.6726324 NA 1.6045458 4.1591125 12.1976835 7.4118804 4.0963799 12.1578275 9.9968433 15.7297577 9.9510396 8.1686751 2.1894767 10.3871146 10.7906401 6.5293384 12.8513369 8.9387992 12.1471950 11.3683607 -1.3955491 8.5587222 11.3928363 6.9399165 NA NA 4.2769507 7.0265909 10.6275870 10.5367406 3.6045221 7.5674215 4.4625039 6.1819553 NA 10.6406995 0.6045458 12.0227738 9.1844075 10.8783214 4.0639602 12.7760936 5.9264549 8.9219385 10.6655594 8.6692685 9.3187715 10.3935663 8.1743814 12.7075677 10.9216558 2.4118872 8.8642691 7.1667687 9.0873337 11.9564313 8.3743636 11.1006306 9.3358450 0.6045458 9.9817364 3.4118872 0.1952700 0.0597940 1.6213000 0.2596100 -0.3345600 1.8906000 0.0358060 0.3421000 0.9616500 0.0927070 0.0785820 0.6160700 0.6166100 0.6166100 0.1312500 -0.0577890 0.3039300 -0.0235660 0.1601600 -0.2581700 -0.3071000 0.2924700 -0.0552290 -0.2226800 -0.2226800 -0.0935350 -0.0047079 -0.0047079 0.1538200 -0.0772120 -0.3273900 0.2869100 0.1952700 -0.3926300 0.0597940 -0.2831100 -0.2831100 -0.2831100 -0.2831100 -0.3305200 -0.3163400 -0.3036900 -0.2124300 -0.3463000 -0.3463000 -0.3463000 -0.3476000 0.3479800 0.0274970 0.2654500 0.6166100 0.2120700 0.0873900 0.0511030 -0.0464170 -0.0733430 0.0000000 0.1227000 -0.2567300 0.0451410 0.0920250 0.0021992 -0.0031859 -0.0575110 -0.0323140 -0.0552290 -0.0406160 -0.2126800 -0.2126800 -0.0935350 -0.0049860 -0.3650200 -0.2442200 -0.2694900 0.1538200 0.000 0.000 0.000 0.000 0.000 0.107 -0.258 0.000 0.292 0.000 0.000 0.000 0.000 -0.223 -0.223 0.000 0.000 0.000 0.287 0.000 0.000 -0.334 0.175 0.135 0.000 -0.283 -0.283 -0.304 -0.304 0.238 -0.346 -0.318 -0.318 0.000 0.000 0.165 0.000 0.617 0.617 -0.269 -0.116 0.000 0.000 0.000 0.000 0.000 0.107 -0.258 0.000 0.292 0.000 0.000 0.000 0.000 -0.223 -0.223 0.000 0.000 0.000 0.287 0.000 0.000 -0.334 0.175 0.135 0.000 -0.283 -0.283 -0.304 -0.304 0.238 -0.346 -0.318 -0.318 0.000 0.000 0.165 0.000 0.617 0.617 -0.269 -0.116 11.4974481 -1.3955491 10.6103574 8.4687120 11.3614991 12.0603552 11.7276773 11.6174995 11.5016150 10.1073577 14.1867560 12.2655245 8.5441051 10.8905060 10.6320863 11.1023777 3.0841493 12.8513369 11.1894884 12.1471950 11.3413505 10.4890779 11.2615897 12.9178950 12.9806512 11.9093049 -0.3955491 3.9968406 9.6979434 11.5638034 11.2593856 12.3275468 11.6234215 2.5114174 12.1613911 11.0334094 14.8174016 9.5159178 7.9241979 10.0086030 9.2980128 11.5372942 9.6241166 8.0963789 10.0059387 9.0832956 9.4886964 11.5306365 9.1932405 10.4844919 13.2035088 3.2483830 10.2402440 10.2141663 5.3459924 7.2769516 8.0741677 9.3058324 -0.3955491 9.4150974 10.4507998 12.1471950 11.3683607 10.2680839 11.3928363 11.7176168 -1.3955491 -0.3955491 9.0379549 10.1890186 9.9648243 8.0412375 10.6406995 12.0434476 10.8783214 12.0196074 10.3981292 10.6796707 8.9828208 10.3935663 7.8405400 10.3001892 10.9590508 3.4625105 0.6045458 8.2025784 9.3425336 9.8724830 10.1653363 7.6157532 10.7424776 5.5352629 TCGA-CN-6011 57 0 NA 933 head and neck stage iva t4a n0 NA male 2010 NA yes head and neck squamous cell carcinoma 40 1970 0 white not hispanic or latino 2 4 2 1 3 3 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.043802e-05 3.537138e-06 7.5621646 NA 10.0180470 NA 3.6422164 10.7388131 2.3527020 3.7063427 8.6826319 16.3822955 7.8011716 8.0654291 7.9804475 NA 8.9493149 9.5804608 4.2702523 -0.8173077 0.7677395 8.8121426 NA NA 8.2461810 2.1827876 12.3261693 2.9901380 9.6205382 10.3989257 9.6473318 10.6766415 -0.8173077 2.6422164 2.8832298 10.1997893 NA NA 14.0767512 2.8832298 8.7545388 11.9501429 7.3676611 4.8266400 12.1397067 1.9901562 NA 13.2185303 15.1546439 9.3701381 NA 11.5111805 8.0102875 12.9775065 6.8622666 4.2702523 1.1827559 -0.8173077 -0.8173077 0.7677395 0.7677395 16.2772958 16.6665896 10.5979996 13.5847322 NA 1.9901562 11.1639965 NA 0.1828194 10.1721806 11.4472287 2.5047221 19.0929047 11.0223836 NA 0.7677395 0.1828194 11.7696258 6.1252998 6.3426579 12.5972586 10.0399895 15.8621287 9.3626952 3.7677501 5.1369829 10.3420268 10.1492915 5.6746386 11.4851394 8.2488754 12.8303569 12.2702489 3.0896846 8.0251362 12.0335589 6.6006385 -0.8173077 NA 2.8832298 7.1485701 9.5170593 8.8534424 NA 0.1828194 1.1827559 5.1600650 -0.8173077 11.1999425 NA 12.1866553 8.8176517 10.8180507 0.1828194 12.5699956 7.6006385 7.0029646 11.4845681 7.8445639 9.7715007 9.0655667 6.0029657 9.2821340 11.7845569 1.1827559 9.5664904 3.8832298 8.8103200 12.2579309 8.3197773 10.9064470 8.7200044 NA 10.5911158 1.9901562 0.0635090 -0.3930800 0.0767100 1.4426000 0.0599930 0.0943460 0.4909600 0.5448800 -0.4400800 -0.4400800 -0.4320300 2.6599000 2.6599000 0.2338600 0.5410100 -0.4146500 3.6569000 0.0345360 0.0457080 -0.4065000 -0.4292000 0.0069435 -0.4733200 0.0533790 0.0533790 -0.1154800 -0.4458800 0.3424200 -0.1126200 0.8223600 0.0482620 0.0410720 -0.3863800 -0.2926000 -0.4353500 -0.4342000 -0.4342000 -0.4065000 -0.4065000 -0.4115700 -0.2026100 -0.7249100 -0.2162700 -1.2929000 -0.3988100 0.0276430 0.0599930 -0.9749500 -0.4218900 -0.4927700 -1.2929000 0.2338600 -0.4640800 -0.4502900 0.0444320 -0.4449100 -0.4412400 0.0457080 -0.4065000 -0.4065000 -0.4242900 -0.0191770 0.0327040 0.0000000 0.0000000 -0.0459060 -0.5332000 -0.9334900 -0.9645200 -0.1154800 -0.0756120 -0.0690640 -0.0898310 -0.1301800 -0.8911200 -0.421 0.000 -0.411 -0.411 0.000 0.000 -0.406 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 -0.933 0.000 0.000 0.000 0.000 -0.446 0.427 0.000 0.000 -0.426 0.000 -0.406 0.000 -0.348 -0.216 1.632 1.632 0.000 0.000 0.491 0.000 -0.440 -0.440 0.477 0.477 0.000 0.000 -0.421 0.000 -0.411 -0.411 0.000 0.000 -0.406 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 -0.933 0.000 0.000 0.000 0.000 -0.446 0.427 0.000 0.000 -0.426 0.000 -0.406 0.000 -0.348 -0.216 1.632 1.632 0.000 0.000 0.491 0.000 -0.440 -0.440 0.477 0.477 0.000 0.000 12.0720999 -0.8173077 11.3672431 8.8587432 11.7947330 12.7889495 9.2023768 10.6564918 9.1120446 10.1420635 11.2926168 12.2572621 10.5386877 11.2113828 12.5589115 10.6360567 4.5870769 11.4851394 11.4046752 12.8303569 11.1636397 10.9422582 11.8132193 13.0044574 12.6189953 0.1828194 1.5047221 1.7677395 10.4658744 9.9234101 10.0196255 12.4216386 10.3812311 NA 11.7238827 9.8392109 15.2868098 10.1735992 5.5403373 9.4283388 7.8552117 11.9645556 8.7017147 8.5751035 9.5729550 7.6339971 0.7677395 11.2465182 8.1311532 7.6984859 13.2185303 NA 10.0889251 10.5979996 4.2702523 5.5047157 -0.8173077 9.4507432 -0.8173077 8.6846231 7.0093349 12.8303569 12.2702489 11.0862914 12.0335589 10.9008908 NA NA 6.8194102 9.9360029 6.1369829 3.4307135 11.1999425 11.2602694 10.8180507 12.6566186 10.5204080 9.4259600 9.6564919 9.0655667 6.4865664 10.9435060 10.4289328 2.5047221 NA 3.5047094 9.8338467 9.9917503 10.1579176 6.8481221 9.8884185 5.2051540 TCGA-CN-6012 66 0 NA 1460 head and neck stage iva t3 n2c NA male 2010 NA yes head and neck squamous cell carcinoma 100 1960 4 white not hispanic or latino 2 4 3 2 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 3.571815e-06 9.016233e-07 9.54705376 NA 10.84159910 0.91678235 3.56064160 10.44768064 9.03832012 6.69814623 8.63274879 15.43519391 8.48284062 7.40863969 8.40060240 3.61722795 8.84900125 8.08671160 5.51669913 4.04607192 7.71120235 8.19291119 1.91678235 3.67167834 7.26993361 7.64470713 12.06335531 NA 10.64428172 10.57856469 10.17063415 9.70957686 -0.08314124 2.60497273 3.50174485 9.11685154 2.72414819 -1.08314124 13.25691491 5.00424969 9.22505749 12.14048672 8.76227672 6.96663465 11.45376232 4.30910341 1.91678235 10.73616741 13.00706449 8.23871474 1.50177032 12.01761321 8.13750352 13.02808534 7.71120235 6.52411697 0.50171938 NA NA 0.50171938 1.91678235 14.36212389 14.94882310 9.57499818 12.94356940 NA 4.98287496 11.78638048 -1.08314124 1.91678235 8.89835379 11.91255377 3.56064160 18.14969233 11.32829760 NA 2.82366785 3.23871044 11.86314465 8.10661109 4.69814623 12.34814842 9.47425026 15.61913521 9.57856479 3.37622091 2.23872573 11.34854537 10.63916730 6.59626729 12.82965633 9.37724242 12.12730578 13.02735151 NA 8.85783423 11.09949135 7.19755779 0.50171938 NA 3.50174485 7.30480397 9.69321965 9.46078515 4.20219045 4.61722795 3.56064160 6.82967581 NA 10.05953185 1.72412635 12.60994685 9.12749451 10.36593526 4.53149375 12.64289833 7.18357286 8.74967672 10.37468045 8.78869191 9.11645885 10.00903499 8.37211371 11.83359913 10.40964126 2.23872573 11.34147785 6.18357385 8.72414171 11.44889899 7.93915428 10.87895963 9.55159772 0.91678235 11.27927842 2.37620702 0.274580 0.274580 1.040100 0.094056 0.010564 0.010564 0.419490 0.419490 0.732460 0.732460 0.888660 -0.321580 -0.321580 0.621510 -0.055364 -0.141680 3.656900 0.257150 0.130600 -0.320650 -0.320650 -0.147720 0.043440 0.334640 0.334640 -0.131350 0.750320 0.085076 0.208240 -0.315530 -0.304980 0.190410 0.274580 0.274580 -0.213790 -0.308960 -0.308960 -0.306510 -0.306510 -0.319490 -0.319490 -0.319490 -0.319490 -0.317040 -0.317040 -0.317040 0.010564 0.419490 -0.304630 -0.437610 -0.321580 -0.055364 -0.158480 -0.158480 -0.138840 -0.314080 -0.326890 0.130600 -0.320650 -0.320650 1.316000 0.000000 -0.147720 -0.126290 -0.126290 0.043440 0.043440 -0.286200 -0.286200 -0.131350 -0.328900 -0.209330 -0.248370 -0.248370 0.165010 -0.158 -0.158 -0.142 -0.142 0.257 0.131 -0.321 0.000 -0.148 0.000 -0.126 0.000 0.000 0.335 0.335 -0.131 0.096 -0.305 -0.115 0.750 0.750 -0.209 0.310 0.275 0.275 -0.307 0.734 -0.319 -0.319 0.000 -0.317 0.000 0.000 0.419 0.419 0.291 0.291 0.000 0.000 -0.115 0.133 -0.158 -0.158 -0.142 -0.142 0.257 0.131 -0.321 0.000 -0.148 0.000 -0.126 0.000 0.000 0.335 0.335 -0.131 0.096 -0.305 -0.115 0.750 0.750 -0.209 0.310 0.275 0.275 -0.307 0.734 -0.319 -0.319 0.000 -0.317 0.000 0.000 0.419 0.419 0.291 0.291 0.000 0.000 -0.115 0.133 10.996938 2.238726 10.225268 6.651497 9.975455 12.229091 11.832853 11.772044 9.646407 9.962546 13.782955 11.371086 8.263300 11.186498 12.089214 11.138072 5.244472 12.829656 10.006237 12.127306 11.163527 10.561094 11.577112 12.976169 12.436669 12.303188 NA 3.238710 9.497987 11.116766 10.6176598 12.0210578 11.5734349 0.5017194 11.8451199 10.4598185 15.0135195 9.7079495 8.1929112 9.4646452 8.9391546 12.6434306 9.3792889 7.4086397 9.8304241 10.2627463 7.7112023 10.9788328 9.0095437 10.7579578 10.7361674 2.8236678 10.0544182 9.5749982 5.5017480 9.5379227 3.6172279 9.2488232 -1.0831412 9.1225798 10.2010323 12.1273058 13.0273515 10.1395815 11.0994913 11.1685649 -1.0831412 9.1765300 8.7415068 10.3838827 9.7377633 5.4403476 10.0595319 11.5083090 10.3659353 11.3998466 10.2420920 10.3965669 9.3165986 10.0090350 7.5892122 10.0942061 10.2261948 4.0042497 3.6172279 9.2033443 9.3765051 9.9040507 9.8687999 7.6172265 9.8847333 5.1262419 TCGA-CN-6013 56 1 727 628 head and neck stage iva t4a n2b NA male 2010 NA yes head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 5 1 1 1 1 1 1 4 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 5.895229e-06 1.733891e-06 10.3622532 NA 10.3657530 0.8693977 3.3929631 10.5733021 4.3612490 7.6142321 8.2466090 17.0320554 7.6041084 7.9354874 7.9083176 -0.1305234 9.1879414 8.5541472 5.2956643 5.5558990 9.3195789 7.8089777 0.4543865 NA 7.9779233 8.0812869 12.2545869 NA 10.8962678 10.5589598 10.1361851 11.3739693 -1.1306813 NA 2.1913416 9.6012181 NA -1.1306813 13.3842975 4.2269477 9.0062486 11.6509632 9.0076704 5.0982174 12.5139308 2.3288365 -1.1306813 12.7804160 14.2769319 8.6074909 1.8693977 10.6654382 5.8434689 12.8568402 5.4392541 6.8580830 1.4543865 NA -0.1305234 0.4543865 1.4543865 16.9200709 17.1218314 10.6083352 13.6812749 0.8693977 4.2617188 10.5650619 1.6767639 1.6767639 10.2686765 11.7040671 2.2013829 18.8222493 12.2879100 NA 1.4543865 -1.1306813 11.5591782 8.5060231 6.4239882 12.2138415 9.5990192 15.5523657 9.3662523 6.8351826 2.5698313 10.5900703 9.8250484 7.1125730 12.5371554 10.5128039 11.8610975 12.4522462 NA 8.4430459 11.4046739 5.8466788 -0.1305234 NA 5.4085590 7.6670597 9.9601726 9.6630019 2.0393139 2.6767639 -1.1306813 6.3288293 NA 11.0918916 6.2357213 13.0122236 9.8251138 11.3045479 3.0393314 12.6970390 7.6507581 8.7596629 10.8470363 6.2956624 9.5887873 9.9319507 8.3040268 10.5763262 10.5806354 1.8693977 9.8330172 6.0191459 8.9314446 12.4608040 8.6991213 12.0071902 8.6847819 NA 11.3885433 1.4543865 0.0000000 0.0036076 1.3289000 -0.0074720 -0.0068289 -0.0068289 0.4563200 1.3360000 -0.5032800 0.4480500 0.4576800 -0.0819890 0.0023581 0.0023581 0.0807450 0.0011093 3.6569000 0.4609200 -0.0048461 0.3601900 0.3565900 0.4730600 -0.0027707 -0.0067813 -0.0067813 1.4957000 0.4001100 0.4001100 0.1539400 -0.0076101 0.0133530 0.4561500 0.0000000 0.0000000 0.0080567 -0.4177300 -0.4177300 -0.4793400 -0.4793400 -0.0127130 -0.0127130 -0.0127130 -0.0127130 -0.0074720 -0.5172000 -0.0022168 0.0047190 1.3360000 -0.3286700 -0.5032800 0.0023581 0.0023581 0.4381500 0.4381500 0.4021100 0.0011093 -0.4885800 -0.0060904 -0.0131270 0.3601900 0.0027745 0.0077783 -0.0008316 0.0910100 0.0910100 -0.0027707 -0.0027707 -0.0015243 -0.0015243 -0.4862800 -0.0161540 -0.0820040 0.0721520 0.0383470 0.0990760 0.402 0.402 0.000 -0.489 0.000 0.000 0.357 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.443 0.400 0.400 0.000 0.000 0.000 0.000 0.867 1.284 0.000 0.000 0.000 0.000 0.000 0.000 0.456 0.456 -0.503 -0.055 0.000 0.000 0.000 0.000 0.402 0.402 0.000 -0.489 0.000 0.000 0.357 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.443 0.400 0.400 0.000 0.000 0.000 0.000 0.867 1.284 0.000 0.000 0.000 0.000 0.000 0.000 0.456 0.456 -0.503 -0.055 0.000 0.000 0.000 0.000 10.7531873 NA 9.8361779 8.9634761 10.2909374 11.7863845 10.9548710 12.0539640 8.2872511 10.2014351 11.8997208 12.2139719 9.4201453 11.4550653 11.6739330 10.3552279 5.2271249 12.5371554 8.2003155 11.8610975 10.6875813 10.2665384 11.7738469 13.0966287 11.8760823 10.5493184 0.8693977 2.4543602 9.5382836 9.3081904 10.8067723 11.7491732 12.1980735 1.8693977 11.8570179 10.1868111 15.2101507 9.6441856 7.4730246 7.9986818 9.1385252 12.2254378 8.5219031 8.0958105 10.1036172 8.0443242 9.3195789 11.3053292 7.9137924 9.7732803 12.7804160 2.5698313 10.2264006 10.6083352 6.3692449 7.6863822 -0.1305234 10.1314934 1.1913100 9.5879314 10.6735296 11.8610975 12.4522462 10.6247034 11.4046739 11.2305199 2.6767639 2.1913416 8.4571761 11.1492993 8.3390403 3.0393314 11.0918916 10.9931966 11.3045479 11.4674510 10.3319008 9.5391695 9.6499384 9.9319507 6.9568617 9.7086023 10.2008753 4.3929631 -0.1305234 7.6474757 10.8991206 9.8609204 9.6133915 7.3123421 10.4669855 4.5698374 TCGA-CN-6016 64 0 NA 1443 head and neck stage iva t4a n1 NA male 2010 NA yes head and neck squamous cell carcinoma 50 1960 1 white not hispanic or latino 3 1 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.537138e-06 1.283079e-06 11.50404535 0.63189586 9.89319503 6.35070232 7.65794577 10.51401709 0.04697991 8.12640558 8.49813197 15.47144823 6.70513194 8.19157943 7.48986482 -0.95315975 8.53275020 8.62246040 4.82828122 6.09131478 5.06928971 8.41324330 1.63189586 NA 13.30047311 10.23798023 11.40913887 NA 10.29425520 10.16521328 10.54975281 10.98245446 1.04691008 NA 5.50635122 9.30639372 -0.95315975 NA 13.66874400 6.56262099 8.37335066 11.72067179 8.98650025 8.65794577 10.08584009 5.38676957 NA 12.35127237 13.70015800 8.87664371 2.95380533 12.67320047 8.98084761 12.50083469 7.49400431 7.13967822 4.21684284 NA 1.36882421 0.63189586 -0.95315975 15.16346808 15.25990429 10.22122253 12.81954491 NA 5.09131478 9.92343802 1.04691008 2.85427498 8.66346987 12.13355489 2.04691008 19.21164142 11.61273717 NA 3.69077465 2.95380533 11.82006026 12.36532264 2.95380533 11.29019623 9.51961188 16.45447098 8.54477283 4.13438525 4.77483976 10.64124562 10.47370991 7.55074679 11.51910419 8.64124580 12.18134737 12.67320047 NA 8.28532592 10.85789424 6.60916396 NA NA 5.47318620 6.69797254 9.51248745 10.36433364 NA 5.31370660 NA 6.67627728 NA 11.19317148 NA 12.66691172 9.67669653 10.27513850 5.96578428 13.37335053 7.32304575 7.76802019 11.24781966 8.82664032 9.33116686 10.47998483 6.87346995 13.26979140 10.72596119 1.63189586 10.66025008 8.38007658 8.71047929 11.83971136 7.92956438 11.94041220 8.74909375 2.36885214 10.17362555 4.92956378 -0.00346270 -0.00346270 0.28881000 -0.00152430 -0.00747200 -0.00747200 0.00388540 0.00388540 -0.30080000 0.28818000 0.28554000 -0.01422800 -0.01422800 0.00124810 0.00124810 0.00097064 0.00097064 -0.00484610 -0.00425700 -0.00304750 -0.00304750 0.00861350 0.00097064 0.00194180 0.00194180 -0.30428000 0.01140000 0.01140000 0.00739150 0.00555290 0.00027728 0.00027728 -0.00346270 -0.00346270 -0.00332430 -0.29827000 -0.29827000 -0.29827000 -0.29827000 -0.00027724 -0.00027724 -0.00027724 -0.00027724 -0.00152430 -0.00152430 -0.00152430 -0.30768000 0.55301000 -0.30134000 -0.30080000 -0.59019000 0.00124810 0.00000000 0.00000000 0.00000000 0.00097064 0.00249690 0.00708260 -0.00304750 -0.00304750 0.00097064 0.00097064 -0.29568000 0.01502800 0.01502800 0.00097064 0.00277450 0.00194180 0.00194180 -0.30428000 0.02300500 0.00000000 0.00444110 0.00444110 0.00444110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.305 0.000 0.000 -0.298 0.289 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.301 -0.015 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.305 0.000 0.000 -0.298 0.289 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.301 -0.015 0.000 0.000 0.000 0.000 11.795533 NA 10.617972 6.285326 10.330588 11.103884 10.377278 12.138026 11.668515 10.163915 10.375596 12.496328 8.275740 10.487271 9.933380 10.121732 3.952371 11.519104 9.220598 12.181347 10.495554 10.226208 11.090290 12.985211 11.903152 7.196668 1.631896 NA 9.452062 9.359804 10.4488672 12.1170420 11.9700628 1.0469101 11.5178341 10.2835333 14.7523080 8.8068093 7.8955438 8.6542515 9.3654638 12.7786643 6.0011177 8.3867709 10.4945209 8.3019497 5.0692897 10.2787423 6.9049019 7.9538117 12.3512724 3.0469275 10.3444105 10.2212225 6.1343832 5.8018079 5.8151066 9.5427761 1.3688242 8.9111073 8.6524004 12.1813474 12.6732005 10.7206718 10.8578942 10.8655032 3.4392375 6.3415411 8.9110297 13.4566435 9.8372695 5.5226553 11.1931715 11.2199735 10.2751385 11.5618816 10.2286945 9.7773911 9.8655032 10.4799848 7.6281218 10.3889957 10.7620250 0.6318959 NA 4.8018105 9.5019092 9.3744738 9.5734204 6.9952878 10.4531260 5.6015093 TCGA-CN-6017 55 1 853 629 head and neck stage iva t3 n2b NA male 2010 NA yes head and neck squamous cell carcinoma 5 1980 3 white not hispanic or latino 3 1 1 2 1 1 3 1 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.080669e-07 6.935564e-08 10.6750194 NA 9.5506914 3.9612807 6.6658276 10.5181437 2.2063932 9.2315349 8.0265743 16.6994143 7.0705815 8.5857738 7.8211049 4.6982463 9.3369660 8.5056036 4.8788185 6.2832106 5.5987136 7.8393909 2.3763182 NA 6.7762514 8.2616780 11.4676089 1.2063932 10.1598644 10.3136125 10.5792605 11.2935267 0.7913557 NA 4.4158465 8.9041448 NA NA 13.4713511 8.0951385 9.0265743 11.3551897 9.6168467 9.6881949 11.6149905 6.5010155 NA 13.0276711 11.3593139 9.3775721 2.3763182 10.1230213 6.6252603 12.5944127 7.7724492 7.1192846 5.2507911 NA 1.7913557 2.0137481 0.7913557 16.4746983 16.8774996 9.9646185 13.2748378 NA 7.1547624 10.9963365 1.5283213 3.4543207 8.8574470 11.1710973 3.2938560 17.5529437 13.0530611 NA 3.9068329 4.0643742 11.4793167 12.9912347 7.3912711 11.7736480 9.9120278 15.5677738 9.3662667 5.7455547 4.4917954 10.5440173 10.5825208 8.1721795 11.5451011 8.6136631 11.2291100 11.8755019 1.7913557 8.5417858 11.0882741 5.2507911 NA NA 6.3253360 6.2176224 9.0966596 11.3891001 5.6493395 6.7532903 NA 5.2938597 NA 10.4626041 -0.7936068 12.1924152 9.3242721 10.4036121 8.6555440 13.1514734 3.9612807 7.2616775 11.1822434 8.7609843 8.8998822 9.9951138 9.7002509 11.4857158 12.1048078 1.7913557 9.8384818 8.8025852 8.6200233 11.9240718 8.0137503 12.0637933 8.7951101 0.2063932 8.3408217 3.1132838 0.00000000 0.00000000 -0.00097017 0.00152550 0.00221930 0.00221930 0.01803200 0.01803200 0.05936600 0.05936600 0.05936600 0.02988800 0.02988800 0.02988800 0.02988800 0.03045100 0.03045100 -0.00069303 -0.00069303 -0.00387790 -0.00387790 0.00416320 0.00917050 -0.02630400 -0.02630400 -0.00732560 -0.00069303 -0.00069303 0.00444110 -0.00097017 -0.00097017 0.00652620 0.00000000 0.00000000 0.00000000 -0.00097017 -0.00097017 -0.00097017 -0.00097017 -0.00138580 -0.00138580 -0.00138580 -0.00418510 0.00152550 0.00152550 0.00152550 0.00221930 -0.00470790 -0.00470790 0.05936600 0.02988800 0.02988800 -0.00981850 -0.00981850 -0.00981850 0.03045100 0.03045100 -0.00069303 -0.00387790 -0.00387790 0.03397200 0.03397200 0.00416320 -0.00055444 -0.00055444 0.00917050 0.00917050 -0.02630400 -0.02630400 -0.00732560 0.00332990 0.00083195 0.00444110 0.00444110 0.00444110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12.002435 NA 9.850702 8.722095 10.922786 10.811870 9.018573 10.881911 10.690211 10.933039 9.982006 10.851153 9.756180 10.599786 10.907702 10.346586 3.734341 11.545101 10.345307 11.229110 10.847092 10.321439 11.124140 12.685590 12.400383 6.101213 3.961281 2.376318 9.675020 9.535070 10.6099401 12.0620426 11.3139394 2.7913557 11.3301935 10.7117108 13.8615320 8.8681734 8.7857114 8.5440174 8.8610314 11.7299573 8.2820348 7.9343160 10.3096833 8.1950803 5.5987136 10.6962434 7.5770828 11.7467656 13.0276711 2.5283213 10.1019707 9.9646185 5.9068353 9.4109664 5.5101771 9.9137545 0.7913557 9.3408217 10.3831919 11.2291100 11.8755019 10.4555089 11.0882741 11.4017676 5.4543240 7.6326601 10.9097712 15.0640120 11.1547626 6.1836751 10.4626041 11.6773084 10.4036121 11.6136631 10.7166651 10.3194864 10.7566612 9.9951138 7.0201766 10.4865862 10.3725584 7.2991521 1.5283213 1.2063932 10.4119199 9.1793752 10.0056770 6.9612830 10.2918678 6.0008113 TCGA-CN-6018 85 1 580 45 head and neck stage iva t4a n2b NA female 2011 NA no head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 3 6 1 1 1 1 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.086326e-06 1.352435e-06 10.4622774 NA 9.6933815 4.9763911 5.8357927 11.1241043 NA 5.6544613 8.5336081 16.2673474 6.8357927 8.6720664 7.5301020 1.1690270 8.5885745 9.1428765 4.3065393 2.6544585 3.2394286 8.7793224 -1.1529652 NA 11.8964456 5.2733741 11.9319160 7.4654929 10.5440751 10.6500278 9.7932829 10.6185970 1.1690270 NA 5.2900520 8.8115638 NA NA 14.1308471 6.2817353 10.1127227 11.3586132 8.8471075 7.0069790 12.0554944 2.9345731 NA 13.7632670 14.2967076 8.2817358 NA 8.8243876 6.8943400 12.9571014 6.5195325 6.5953008 0.8471150 NA NA 0.8471150 2.6544585 16.2600989 17.1133148 10.5327324 13.9559587 NA 4.7050877 8.9608496 0.4321042 3.0950298 9.8715548 10.5902590 1.5998414 19.2892715 12.0577789 2.6544585 2.3065247 1.4320508 11.4074404 9.1417283 6.2308121 11.7800143 9.9738120 16.1142509 9.3647770 6.3940013 6.0759262 10.9205797 9.8825940 6.7050891 11.1779601 7.9425045 11.1850082 10.8078335 -1.1529652 8.3509334 11.3797070 8.5195329 -1.1529652 NA 3.9345731 6.4093502 9.6624909 9.4981593 2.5475485 2.8471150 -1.1529652 6.6086585 -2.2729944 10.3637925 0.8471150 12.2997349 9.9346632 10.9115136 4.9968542 13.1075126 7.5851999 7.7479741 11.0535115 8.4264237 10.0662761 10.0126176 10.1156496 11.8693020 11.6902435 1.1690270 11.9393692 6.6863114 9.6103199 12.2719300 8.8499227 11.9816943 8.6202470 -1.1529652 9.3116534 0.4321042 0.15592000 -0.22539000 0.28754000 0.00444110 0.01992300 0.01126100 -0.16611000 -0.16611000 0.55744000 0.01468500 0.01468500 0.92391000 1.09180000 -0.19700000 -0.24521000 0.14950000 0.14950000 0.29040000 0.00000000 -0.24934000 -0.24934000 0.00069327 0.07006900 0.02440800 0.02440800 -0.25285000 0.00458000 0.07300500 0.05922300 -0.24192000 -0.24192000 -0.24192000 -0.24472000 -0.50577000 -0.23814000 -0.24484000 -0.23863000 -0.23863000 -0.23765000 -0.24849000 -0.23202000 -0.23202000 -0.23202000 0.00444110 0.00444110 0.00527490 0.01014600 -0.23960000 -0.52594000 -0.26035000 -0.76458000 -0.19700000 -0.48953000 -0.48953000 -0.22121000 0.00186240 0.14950000 0.00000000 -0.24934000 -0.24934000 0.01936300 0.01936300 0.00069327 -0.00508960 0.01754400 0.07006900 0.01880300 -0.24143000 -0.25673000 -0.25285000 -0.25285000 -0.25540000 -0.36940000 -0.37117000 0.02216400 -0.490 -0.221 0.000 0.148 0.278 0.000 -0.249 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.253 -0.253 -0.242 -0.242 0.000 0.159 -0.240 -0.266 0.000 -0.213 -0.238 -0.238 -0.232 -0.232 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.245 -0.245 -0.369 0.000 -0.490 -0.221 0.000 0.148 0.278 0.000 -0.249 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.253 -0.253 -0.242 -0.242 0.000 0.159 -0.240 -0.266 0.000 -0.213 -0.238 -0.238 -0.232 -0.232 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.245 -0.245 -0.369 0.000 11.453513 NA 9.871769 7.443297 11.791454 13.488479 9.392072 11.042787 10.768205 9.383355 11.718820 12.113748 9.343961 11.634194 10.699637 10.527467 4.768592 11.177960 10.121486 11.185008 10.624774 11.018910 10.316241 13.059639 12.291087 6.264960 -1.152965 3.976391 8.601995 10.706642 11.137126 12.435119 11.584989 0.847115 11.412210 11.004454 13.709402 7.350933 6.795475 9.497262 8.600324 12.404332 10.012366 7.618597 10.109202 8.967346 3.239429 11.010443 7.314713 9.901712 13.763267 2.654458 10.372628 10.532732 5.679998 7.557914 1.847115 10.113894 1.169027 9.299349 10.317258 11.185008 10.807834 11.002874 11.379707 12.111550 5.561354 3.017031 9.308587 11.233778 8.757001 3.654458 10.363793 12.128603 10.911514 11.623335 10.337958 11.062034 10.166215 10.012618 6.950395 9.948427 10.871208 2.847115 0.847115 0.847115 9.148021 9.504426 10.035696 7.494566 9.526588 4.628464 TCGA-CN-6019 61 0 NA 1038 head and neck stage iva t4a n0 NA male 2011 NA yes head and neck squamous cell carcinoma 20 NA 0 white not hispanic or latino 3 4 1 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4.126661e-06 1.005657e-06 10.34460306 6.63431882 10.40617194 6.04557621 7.25164715 9.91487168 8.03988412 7.30955639 8.41003746 15.66257277 8.01108689 8.45777033 7.78481149 3.58044702 8.12028558 9.14036993 4.86424558 5.64185234 8.31898561 8.77113618 4.14435642 0.05686094 13.40651750 7.51221819 11.50112915 0.64182344 10.30837316 10.43355874 10.34055793 10.39840948 3.86424558 2.05147651 6.42321342 8.56846540 -0.94313906 NA 13.46508774 6.93340740 9.18230421 11.30274047 10.16017851 8.92416938 11.04593033 5.34229161 0.05686094 12.16230821 10.19003292 8.06531919 0.05686094 10.56319827 5.55976099 12.47961252 7.23181638 6.30481765 0.64182344 NA -0.94313906 0.05686094 0.64182344 14.88992852 15.21308837 9.62959086 12.23321970 0.05686094 5.54874486 9.31663407 1.37884451 4.44921139 8.52245717 11.44652206 1.64186967 15.95854722 12.75863035 NA 4.26634430 4.64185234 11.92898841 10.15492276 3.96377928 11.21784619 9.77027720 15.77559749 8.47263236 4.81177927 5.12297911 10.79835766 9.85374152 7.38780797 12.27165605 8.96077261 11.40644839 12.18036552 2.37881678 8.20409571 10.54121009 6.37881851 NA 0.05686094 3.30481765 6.50810217 9.56369412 10.59604949 3.58044702 6.76424927 0.64182344 4.48315795 NA 10.92378325 6.03417169 12.63938555 9.64342097 10.08203032 6.74339109 13.74136541 6.70074626 8.21928180 10.99426454 10.01689267 9.15623859 10.28635850 7.79498308 13.90409490 11.83578918 1.05686094 10.21234147 9.20027383 8.81344709 11.41279237 8.01689240 12.17664242 7.83825029 2.37881678 11.28570939 2.51631778 0.0288570 0.0288570 0.5602800 0.1256400 0.0438650 0.0438650 0.0479780 0.0479780 0.0204830 0.0204830 0.0204830 -0.0454030 -0.0454030 -0.0454030 0.0379240 0.0417410 0.0417410 -0.0355850 -0.0355850 -0.0967040 -0.0967040 -0.0877120 0.0000000 -0.1371600 -0.1371600 0.0218840 0.0321400 0.0321400 -0.0418380 -0.2394100 0.0090312 0.0090312 0.0288570 0.0288570 0.0288570 -0.2516400 -0.2333700 -0.2348400 -0.2348400 -0.2360600 -0.2360600 -0.2360600 -0.2360600 -0.2358200 -0.2358200 -0.2386300 0.0438650 0.0479780 0.0425070 0.0199230 -0.0454030 -0.0454030 -0.2388700 -0.2388700 -0.2388700 -0.2325100 0.0417410 -0.0355850 -0.0967040 -0.0967040 -0.1443800 -0.1443800 -0.0877120 0.0590800 0.0590800 0.0000000 0.0000000 -0.1371600 -0.1371600 0.0218840 0.0218840 -0.2396000 -0.0418380 -0.0418380 -0.0418380 -0.239 -0.239 0.000 0.000 0.000 0.000 0.000 -0.144 0.000 0.000 0.000 0.000 0.000 -0.137 -0.137 0.000 0.000 0.000 0.000 0.000 0.000 -0.240 0.000 0.000 0.000 -0.233 0.321 -0.236 -0.236 0.126 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.239 -0.239 0.000 0.000 0.000 0.000 0.000 -0.144 0.000 0.000 0.000 0.000 0.000 -0.137 -0.137 0.000 0.000 0.000 0.000 0.000 0.000 -0.240 0.000 0.000 0.000 -0.233 0.321 -0.236 -0.236 0.126 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.68601962 NA 10.29088179 6.35151173 10.58875951 11.01253334 11.76511243 11.94315885 11.84438522 10.58338999 12.57505207 11.78225698 8.44490804 10.74776174 12.25748284 10.49672158 3.93904788 12.27165605 10.38219613 11.40644839 10.19131700 10.54774160 11.60739704 13.32366407 12.45175529 11.47157595 0.05686094 2.05689562 9.15623859 10.31604548 10.7534236 12.2279111 11.8203106 3.9148706 10.9206898 10.3347592 13.7796412 7.4534954 8.6153115 8.9272553 9.1094588 11.7348305 6.8184416 8.2142375 9.8250750 9.5376808 8.3189856 10.1989978 7.5244963 7.9303346 12.1623082 4.2268168 10.2772690 9.6295909 5.8897802 6.9334074 4.0568869 9.3071892 -0.9431391 9.3399791 10.7151022 11.4064484 12.1803655 10.4177378 10.5412101 10.8842334 3.9637793 4.5487449 8.6403122 10.9588889 7.1964418 7.2417658 10.9237833 11.3512243 10.0820303 12.2822488 10.1074197 10.5214364 10.2590146 10.2863585 7.5039736 10.0427327 11.0879026 3.8642456 0.6418234 9.0067174 10.0457173 9.2687789 9.1977204 7.7916005 10.5462370 5.0110886 TCGA-CN-6020 58 1 205 98 head and neck stage iii t2 n1 NA male 2011 98 yes head and neck squamous cell carcinoma NA NA 1 black or african american not hispanic or latino 3 3 1 1 3 3 3 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 4.265372e-06 1.837924e-06 10.2442185 NA 10.3888565 3.6164283 3.9789918 10.3208218 7.0282376 5.5772536 7.7486484 15.9407855 7.3977841 7.2848028 8.5887885 NA 9.5190144 8.7545131 5.2089230 3.8534668 2.3940202 9.4126956 -1.1909972 NA 10.1655211 6.9175941 11.5947260 2.2684943 10.8376659 10.6443300 10.8005909 10.8758310 NA -1.1909972 3.6164283 8.5703711 NA -0.1909972 13.4659967 5.8643521 9.6268523 11.6494537 9.0909992 6.4384259 13.4188827 -0.1909972 NA 14.5719183 13.2365129 8.9889783 1.1309967 10.2083470 10.9543931 12.2977880 7.2478611 5.6545587 0.8090851 NA -1.1909972 1.1309967 0.3940751 15.4323647 15.6674964 10.1399860 12.9751537 1.1309967 5.8965310 10.9746043 2.8090645 3.6670519 9.0967816 10.6643270 0.3940751 18.2326242 10.9764873 1.8090851 1.6164048 NA 12.0173035 7.7603540 7.1841087 11.7285936 10.6596467 15.6394729 9.8272693 5.7632655 3.6670519 10.2597649 10.3670114 6.8912187 12.7106262 8.6886525 11.0959157 12.2526603 NA 8.6901831 11.0154730 7.0233884 -1.1909972 NA 3.6164283 7.1354990 9.7734101 9.2353338 NA 0.3940751 NA 3.6164283 -1.1909972 10.5652084 NA 13.1499624 9.8253551 11.0699887 4.8965334 13.0798025 2.3940202 8.4867888 10.8527800 8.2395217 9.2776933 9.3414250 12.7847380 11.6991434 10.3578911 2.2684943 7.9839946 6.2436976 8.1422245 11.9044661 8.2205800 11.3912111 8.5352874 -1.1909972 10.9409261 0.3940751 -0.0091286 -0.0094046 0.5203100 0.2109700 0.1805600 -0.1598800 0.1062800 0.1062800 2.1589000 0.2163700 0.2417100 -0.1562800 -0.1562800 -0.1652000 -0.1046000 -0.1423200 3.6569000 0.0000000 -0.0359930 -0.1050000 0.4765000 0.0476940 -0.0690640 0.1184400 0.1184400 -0.1746200 0.2799100 0.0990130 0.0416000 0.0119580 0.0119580 0.2186800 -0.0091286 -0.3656700 -0.0094046 -0.2797300 -0.2712900 -0.2712900 -0.2734400 0.1127200 0.1127200 -0.2995700 0.0126360 0.3077000 -0.0785440 -0.0850590 0.1805600 0.1062800 0.1062800 -0.2887100 -0.1652000 -0.1652000 -0.1609000 -0.1609000 -0.1609000 -0.1423200 -0.2698500 -0.0359930 -0.1059200 -0.1059200 -0.2649200 -0.2649200 0.0144700 -0.4534000 0.1966400 -0.0690640 -0.0690640 -0.4472800 -0.4472800 -0.1746200 0.1033700 0.0230050 -0.0469890 -0.0628820 0.0416000 -0.161 -0.161 -0.254 -0.254 0.000 0.000 -0.105 -0.265 0.000 0.161 0.161 0.000 0.000 0.118 0.118 -0.071 0.103 0.226 0.226 0.181 0.000 0.000 0.000 0.000 0.000 0.216 0.481 0.000 0.000 0.211 0.000 0.181 0.021 0.106 0.106 -0.043 0.216 -0.156 -0.156 0.000 0.000 -0.161 -0.161 -0.254 -0.254 0.000 0.000 -0.105 -0.265 0.000 0.161 0.161 0.000 0.000 0.118 0.118 -0.071 0.103 0.226 0.226 0.181 0.000 0.000 0.000 0.000 0.000 0.216 0.481 0.000 0.000 0.211 0.000 0.181 0.021 0.106 0.106 -0.043 0.216 -0.156 -0.156 0.000 0.000 11.293389 -1.190997 9.331445 6.673255 12.209949 12.310526 12.088825 11.394971 10.281760 9.608351 11.544414 12.227844 7.709936 10.872464 11.782767 11.176484 5.100376 12.710626 8.920205 11.095916 10.448410 10.075270 11.489648 12.428839 12.413970 9.335568 -1.190997 -1.190997 9.596155 12.142504 10.5784937 11.0796565 12.1523937 -1.1909972 11.5822083 10.5254599 15.1713204 8.5437789 6.3404501 8.6403765 9.4429725 11.5437787 9.3293243 8.4145487 10.3306695 8.2561525 2.3940202 10.6103733 8.8724643 8.0450831 14.5719183 -0.1909972 9.8541462 10.1399860 5.4955705 6.6099691 2.8965237 9.3921519 -1.1909972 8.9524524 9.7849171 11.0959157 12.2526603 11.2096818 11.0154730 11.4276841 3.4529248 NA 8.4671376 9.9883562 7.1577976 4.7863507 10.5652084 11.7901012 11.0699887 12.2679884 10.5038623 9.9613540 8.9638873 9.3414250 7.2226974 10.1748448 10.0915785 0.8090851 0.8090851 8.8258775 8.5730946 9.8945416 9.2938921 7.3247692 9.9422114 4.5369916 TCGA-CN-6021 63 1 276 NA head and neck NA tx nx NA female 2010 NA NA head and neck squamous cell carcinoma 60 1970 NA white not hispanic or latino 2 4 2 3 2 2 2 3 3 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 2 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 6 0 0 0 0 2 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 8.045254e-06 2.323414e-06 8.71343704 NA 10.40439024 -0.08742677 3.16046847 10.37043099 10.13714178 5.71989256 8.95829692 13.54007104 8.40839216 8.73431130 8.24121192 -1.08742677 9.52632669 8.94871063 4.93490331 3.81942295 10.61297683 8.18866153 0.91257323 NA 3.23447066 3.23447066 12.14045387 NA 10.89017488 10.40539179 10.66072998 9.72551657 NA 1.91253490 2.81942295 8.89179099 NA NA 14.30740173 6.02106214 9.73111942 11.97727992 8.66742454 4.23446300 11.36400587 2.08246416 0.49753573 12.26568399 12.14405835 8.37196870 2.81942295 11.98131543 6.78357975 12.57052543 8.36168591 4.49749741 NA 6.59215800 NA 0.49753573 1.23444001 13.23354072 12.96047218 10.42577126 13.31987132 -1.08742677 6.13170471 11.31208211 -1.08742677 1.71988435 9.79899581 12.55504020 0.64809724 18.37430834 10.83883314 -1.08742677 2.37197697 -1.08742677 12.07272373 8.12442533 4.86673492 11.61535266 9.71747491 15.25428182 9.86309303 7.50499452 2.37197697 11.79670769 10.11833039 6.26126564 14.31168154 9.23446516 11.45532722 11.60122457 NA 8.81340412 11.11190279 7.77672319 NA NA 5.21631905 6.33038988 10.02302048 10.24625154 3.00000000 2.61296578 3.23447066 4.16046847 1.49748463 9.67906606 -1.08742677 12.41896872 8.97539288 10.64639985 1.49748463 12.85459341 6.14135513 8.96238562 11.45508542 7.50872654 9.61297683 10.61679528 8.00529443 12.20183562 9.90759764 1.91253490 8.03924150 8.95282685 8.06735530 12.19345289 7.89267699 11.08371393 8.83883330 -1.08742677 10.81076063 -0.08742677 0.0110040 0.2629400 0.9593900 0.0041632 0.0113340 0.0113340 0.0227250 0.0066832 0.0073179 0.0073179 0.0073179 -0.2593800 -0.2593800 -0.2708900 0.1593500 -0.2422900 -0.2422900 0.0151680 0.0151680 -0.5162000 -0.5208200 -0.2690100 -0.0092793 0.0202030 0.0202030 0.4001100 0.0000000 0.0000000 -0.0896990 -0.5195900 -0.5194800 -0.0335410 0.2629400 0.2629400 -0.5356100 -0.5203000 -0.5203000 -0.5203000 -0.5203000 -0.5204100 -0.5100100 -0.5100100 0.0114000 0.0041632 -0.5286900 -0.5329500 0.0113340 0.0125160 0.0125160 0.0217440 -0.2593800 0.1593500 0.0058309 0.0058309 -0.5198700 -0.2443500 -0.2422900 0.0151680 -0.5162000 -0.5162000 0.7211200 0.0132130 -0.2690100 -0.5208200 -0.5208200 -0.0143440 0.0215220 0.0202030 0.0202030 0.4354700 -0.5649500 -0.1756300 -0.0490190 -0.0490190 -0.0932700 0.000 0.000 -0.242 -0.242 0.000 0.000 -0.516 0.771 -0.269 0.000 -0.521 0.000 0.000 0.000 0.000 0.410 0.410 -0.486 0.000 0.000 0.000 -0.176 -0.119 0.000 0.000 0.422 0.942 -0.510 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.100 0.159 0.000 0.000 0.000 0.000 -0.242 -0.242 0.000 0.000 -0.516 0.771 -0.269 0.000 -0.521 0.000 0.000 0.000 0.000 0.410 0.410 -0.486 0.000 0.000 0.000 -0.176 -0.119 0.000 0.000 0.422 0.942 -0.510 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.100 0.159 0.000 0.000 11.524023 NA 10.858822 3.956930 10.434628 11.524482 12.813498 11.537561 8.954196 9.648093 12.067988 11.355481 7.455569 11.045037 13.141957 11.245693 4.670625 14.311682 10.216888 11.455327 11.274481 10.668259 10.777884 12.208660 12.981735 12.554927 NA 1.912535 9.617305 10.319805 10.82990924 11.70756215 10.90015645 -0.08742677 11.67138498 10.24401400 14.05950074 9.85358481 9.83363427 9.67657930 9.85944347 12.39937217 9.12656484 7.91535239 10.06798794 9.77517453 10.61297683 11.21831391 9.07240839 9.82092980 12.26568399 0.91257323 10.38522804 10.42577126 5.51245130 8.53824598 3.16046847 9.71586112 -0.08742677 9.14015312 10.46568639 11.45532722 11.60122457 10.53778935 11.11190279 11.66846789 1.49748463 NA 8.61816963 8.91816169 9.45072608 3.00000000 9.67906606 11.84549005 10.64639985 11.23924754 9.82392908 10.70532749 8.76272386 10.61679528 6.81942805 10.55413736 10.05464420 2.91253490 -1.08742677 10.61946483 7.79838626 9.71747491 10.14195691 6.70043972 10.18633279 3.91253490 TCGA-CN-6022 49 1 281 202 head and neck stage iva t4a n1 m0 male 2010 NA no head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 1 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2.21938e-06 9.70979e-07 11.6338025 2.6545043 9.9267901 4.2394668 7.0099842 11.2827881 2.8889672 7.4739314 8.6611182 15.1980897 7.9179801 8.3711716 7.7862088 -1.4328440 9.6223229 7.8291354 5.0253256 6.0346471 3.4250161 7.5838492 2.4739427 0.1519887 10.9210144 9.1197097 12.1310710 6.0588944 10.8656760 10.6811083 10.3731874 10.3210930 -1.4328440 NA 4.0588966 8.8520382 NA 7.1061996 12.7282512 6.3872195 9.7128327 11.5617476 9.3368785 9.5585625 12.0356646 4.8338262 -1.4328440 12.2585660 14.5129645 8.8990771 NA 9.9593581 6.0548007 12.3010092 7.6114350 6.5328250 2.4739427 NA 0.5670586 2.8889672 2.2674759 15.2681839 14.9962883 10.9764315 12.6214753 -0.4330388 4.1216288 10.6162084 2.7369728 3.4250161 8.7001827 10.5723143 NA 15.4533087 11.9724480 3.1520049 2.8149605 4.2394668 12.0903575 10.6614482 7.1817506 11.2587056 9.8119990 15.9223745 9.3152334 3.2674759 5.6331289 11.0336269 10.8018580 6.6114350 11.5775372 9.1669534 11.7969108 11.7115395 8.5066198 8.6398432 11.5190538 7.4030913 NA NA 2.9593621 6.2949607 9.5154079 10.4870212 -0.4330388 4.5670404 0.1519887 6.0264725 0.8890062 10.6361547 6.6385025 12.5959826 10.2331270 10.1197097 4.0905994 13.1437021 6.8054460 7.6937448 11.1245043 11.1423435 8.9806686 10.1684585 9.4656419 13.1653258 11.6776870 0.1519887 11.0141238 8.7922479 8.5066198 11.5051499 8.2288187 10.9350013 8.7617975 0.1519887 9.4473893 3.0264637 0.0030522 0.0030522 0.2633500 -0.0175290 0.2643500 0.2643500 0.2730000 -0.0124380 0.1137900 0.1137900 0.2568300 -0.2924800 -0.2924800 0.0000000 0.0000000 -0.0142280 -0.0142280 0.0036076 0.0036076 -0.2845300 0.0048579 0.2604300 -0.0048461 0.1536700 0.1536700 -0.2172600 0.2304000 0.2304000 0.0343570 -0.0015243 -0.5801900 -0.0217840 0.0030522 0.0030522 0.0143300 -0.0387140 -0.2815600 -0.3029800 0.2620000 -0.0102320 -0.0102320 -0.0102320 -0.6273200 -0.0175290 -0.0175290 -0.0440090 -0.3095600 -0.0124380 -0.0235660 -0.0965720 -0.8457100 0.0000000 -0.0224690 -0.0044312 -0.0044312 -0.0142280 -0.0142280 -0.0087146 -0.2845300 -0.2845300 -0.0053992 -0.0151860 0.2601200 0.2845300 0.2845300 -0.0048461 0.2670300 -0.2902500 -0.2902500 -0.2172600 -0.0412950 -0.2884500 -0.0050084 0.0713170 0.0694870 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.285 0.285 0.000 0.267 0.154 -0.130 -0.176 0.000 0.000 0.000 0.230 0.230 -0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.264 0.264 0.273 0.000 0.114 0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.285 0.285 0.000 0.267 0.154 -0.130 -0.176 0.000 0.000 0.000 0.230 0.230 -0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.264 0.264 0.273 0.000 0.114 0.114 0.000 0.000 0.000 0.000 11.7043520 -0.4330388 10.2733251 6.0099831 12.4869281 12.5319166 7.4466235 11.7139274 10.7792330 9.8782212 10.4959291 12.8075338 7.3808221 10.8335343 8.9046626 10.3760048 4.4772952 11.5775372 10.2924069 11.7969108 10.6435222 10.9143851 10.8449092 12.3032195 12.5907222 2.1519887 2.4739427 0.5670586 9.9922565 10.4637514 10.9574783 11.9102263 10.7344587 2.5670343 11.8131874 11.2964489 12.8917120 8.6663884 7.3118745 9.3743955 8.6196085 11.2491574 10.1449981 8.6398432 10.6083575 9.1023159 3.4250161 10.7193254 8.6807829 7.2674806 12.2585660 3.2674759 10.0223678 10.9764315 5.3085065 6.0984217 4.9593575 9.8725324 0.5670586 8.8420011 9.8696796 11.7969108 11.7115395 9.9891054 11.5190538 11.3770096 3.5670465 3.7764936 9.1594978 11.8336807 5.7269129 6.7167879 10.6361547 11.5866313 10.1197097 11.8253122 10.5288520 10.3042879 10.5789666 10.1684585 8.2394658 9.7710003 11.3131350 1.5670586 3.3743996 3.6545043 8.9912594 8.9774920 9.8012592 6.8385031 10.1715938 5.1216288 TCGA-CN-6023 73 0 NA 1584 head and neck stage iva t3 n2c m0 male 2010 NA yes head and neck squamous cell carcinoma 35 1975 4 white not hispanic or latino 2 4 1 2 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 3.398426e-06 6.935564e-07 8.9836418 6.7180245 12.1895333 0.8569459 2.5573856 10.7767317 1.7638365 9.9736061 8.0663906 15.5571331 7.3706647 6.4493946 9.0161779 -0.5580916 9.0243554 10.4136828 5.8399319 4.4716492 8.3824580 9.0498464 4.7757986 1.1788740 7.0663906 3.6642894 11.4583599 -2.1430541 11.0706491 10.5886805 10.5216067 10.1763271 7.1330620 -1.1430541 2.3805078 8.7639330 6.9862198 -2.1430541 12.7438722 4.3960978 9.6411631 11.4023844 8.5831554 8.6051302 9.8201946 6.7211238 1.5573856 12.4569082 12.6500325 8.1060509 3.8793039 11.3653510 4.8911324 11.9589950 7.9771752 6.2535412 NA NA -0.1430541 -1.1430541 -1.1430541 15.4369087 15.5135840 9.9273937 13.8149008 -2.1430541 4.0663906 9.7615718 -0.1430541 3.5007893 9.8056696 12.4112263 6.1730834 16.0311071 11.7897057 NA 1.1788740 1.0268709 11.3113651 7.4267931 4.9337520 12.0029721 9.6791097 14.3187684 10.0507706 8.6755196 1.1788740 10.3329239 10.3570322 6.8709577 12.7260476 9.7880440 12.7269648 14.2310598 NA 8.7965163 11.8182060 8.6731211 -2.1430541 -1.1430541 4.7395781 6.8370766 10.4289269 9.9543111 5.6382969 7.9243713 NA 4.2492557 NA 10.7445387 5.3883170 12.3487277 9.2474664 10.6965347 1.8569459 12.7900285 3.1423317 8.0578358 10.7430149 6.2406406 9.4549897 10.4133642 6.8985966 9.9732812 10.4146403 3.1788580 11.3353277 4.9964882 10.0857559 12.2979361 7.7086866 11.0748949 9.3878312 -2.1430541 9.8604552 2.3163775 0.7406200 -0.0067813 1.7913000 0.7711800 0.2673400 0.2673400 0.5366100 0.2021300 -0.0235140 -0.0235140 0.2236000 0.9520100 0.9164200 1.5573000 0.2910400 -0.0437370 -0.0421100 0.3878900 0.5998000 -0.0129890 -0.0482070 -0.0354480 0.5807700 -0.0217840 -0.0217840 0.2192100 0.5813000 0.5813000 0.2983000 -0.0241140 -0.0241140 0.6749300 -0.0268510 -0.7088100 -0.0067813 -0.0478010 -0.0430590 -0.0430590 -0.7064800 -0.4352800 -0.0335410 -0.0335410 -0.0649590 -0.0241140 -0.0241140 -0.0241140 0.2673400 0.2021300 0.1887400 -0.0425170 0.9164200 0.3191600 -0.0572500 0.7440400 0.2853300 -0.0595380 -0.0545550 0.2601200 -0.0129890 -0.0129890 -0.0223320 -0.0223320 -0.0269880 -0.0580580 -0.0580580 0.5807700 0.5931400 0.0000000 -0.0316320 0.2192100 0.2223700 -0.0460410 -0.3436600 0.2813700 0.2983000 0.000 0.285 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 0.000 0.581 0.581 0.000 0.000 0.219 0.219 0.000 0.675 0.581 0.581 0.000 0.000 0.360 0.000 1.791 1.791 0.000 0.000 0.670 0.670 0.267 0.000 0.484 0.202 0.000 0.000 0.916 0.916 0.281 0.281 0.000 0.285 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 0.000 0.581 0.581 0.000 0.000 0.219 0.219 0.000 0.675 0.581 0.581 0.000 0.000 0.360 0.000 1.791 1.791 0.000 0.000 0.670 0.670 0.267 0.000 0.484 0.202 0.000 0.000 0.916 0.916 0.281 0.281 11.2596829 -1.1430541 10.3995436 9.0492300 9.5030460 10.7553289 9.9836418 11.6191116 8.7906280 10.8149461 13.8600818 9.7972509 9.2721508 11.1966481 9.5835811 12.1246749 4.8100883 12.7260476 10.9739309 12.7269648 11.4386086 11.1410384 10.7538920 13.2953747 13.0916409 13.4062406 0.6643008 2.8111422 9.8851887 10.5642964 10.4892509 11.9627639 11.2691101 0.8569459 11.7090766 10.9521694 14.3676690 8.1155031 8.8555276 9.9074662 7.9849316 12.4264369 9.8279886 8.0455260 10.4858384 9.9142521 8.3824580 11.0630358 9.6088996 9.6590497 12.4569082 3.5007893 9.8876043 9.9273937 5.0761058 7.8639645 4.0467617 9.5771814 -2.1430541 9.4004525 10.6358357 12.7269648 14.2310598 10.3199507 11.8182060 11.6216015 7.6051298 6.4153581 8.6841767 10.7808218 9.3917265 7.8385043 10.7445387 11.7025253 10.6965347 12.3920911 10.6101540 10.6673081 9.4105665 10.4133642 8.1178566 10.3895367 10.2716225 5.3726387 0.8569459 4.7024248 10.0853773 10.3399973 9.7043861 7.6929879 9.7983517 5.7817505 TCGA-CN-6024 66 1 337 224 head and neck stage iva t4a n2c m0 male 2010 NA NA head and neck squamous cell carcinoma 150 1960 6 white not hispanic or latino 2 4 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 4 0 0 4.30005e-06 2.496803e-06 10.1428740 NA 11.0100721 2.8838163 5.0631448 10.9581220 6.7211730 5.3662173 8.8256476 13.3191257 8.0863794 7.9861851 8.2741186 NA 7.8811684 8.3393922 5.2226268 3.6543439 10.3105812 8.7211727 -0.2035684 NA 11.4234381 7.8996482 11.7193163 -1.2035684 11.0895446 10.4393146 9.9022688 9.9346321 NA 1.3813388 3.3199214 8.1140442 NA 1.9662828 13.8650546 5.1182891 10.5355756 11.9581221 6.4545724 7.0955679 11.8785093 5.5242800 NA 11.5564565 11.9659722 9.2557920 NA 9.9731568 10.2788103 12.5158561 5.7850457 5.4828612 1.7963486 0.3812834 0.3812834 2.1182933 -0.2035684 13.1963024 13.0536929 10.5846708 13.0579411 NA 2.9662828 10.1024219 3.2557877 1.6036916 9.4572475 11.6149425 NA 17.8150033 8.9178939 NA 1.9662828 0.7963486 12.0485822 9.7167132 0.3812834 10.9491806 9.7736402 15.7380499 9.2660022 7.9204815 3.6543439 10.6578350 10.4523381 5.9461086 13.2378041 8.7764998 12.3599141 10.7839796 NA 9.1395460 10.4941967 8.8917573 NA NA 1.9662828 6.9153010 9.2413752 9.5940218 0.3812834 2.4967947 8.6574471 8.9911170 NA 10.0448809 NA 12.4378476 9.0674032 9.7152235 3.1886699 12.8583221 5.8187279 7.2761402 11.2864591 7.7621448 9.2434435 10.0680042 6.1450884 12.8400712 9.6964724 -0.2035684 11.4227538 6.5907757 8.9511783 11.8154297 7.7935396 11.2462827 9.7167132 -0.2035684 10.3209021 -1.2035684 0.100310 0.597100 0.174980 -0.426580 -0.151570 -0.151570 0.444180 0.444180 -0.403310 1.780600 1.404200 -0.484280 -0.467170 1.155100 0.123000 0.091445 0.056655 1.735500 0.152930 -0.372690 -0.372690 -0.184210 0.079159 0.934270 2.488100 0.375780 0.518040 0.046275 0.025013 -0.404730 -0.373690 0.700110 -0.341480 0.117850 -0.821220 -0.369630 -0.369630 -0.369630 -0.390960 -0.370190 -0.434960 -0.434960 -0.031086 -0.349500 -0.349500 -0.375650 -0.152850 0.444180 0.444180 -0.374140 -0.467170 0.121930 0.198010 0.198010 -0.241680 0.064917 -0.384480 -0.366580 -0.382010 -0.382010 0.079880 0.577730 -0.182320 0.083342 0.083342 0.079159 0.079159 -0.471090 -0.471090 0.375780 0.027733 0.100740 -0.166250 -0.166250 0.000000 -0.044 -0.242 0.000 0.000 1.413 -0.322 -0.373 0.000 -0.182 0.000 0.000 0.000 0.000 1.689 1.218 0.374 0.374 -0.374 0.000 0.467 0.103 0.462 0.493 0.125 0.125 -0.193 0.176 0.000 0.000 0.000 -0.346 -0.152 -0.152 0.444 0.444 1.406 1.781 -0.484 -0.362 -0.166 0.000 -0.044 -0.242 0.000 0.000 1.413 -0.322 -0.373 0.000 -0.182 0.000 0.000 0.000 0.000 1.689 1.218 0.374 0.374 -0.374 0.000 0.467 0.103 0.462 0.493 0.125 0.125 -0.193 0.176 0.000 0.000 0.000 -0.346 -0.152 -0.152 0.444 0.444 1.406 1.781 -0.484 -0.362 -0.166 0.000 11.5340302 0.3812834 10.3792032 7.6605465 10.7505566 11.4361397 10.2761406 11.0698645 10.1075410 9.6736444 12.3264008 10.7563623 6.1362098 12.1932326 12.5290577 10.9435652 4.4219234 13.2378041 9.4518911 12.3599141 10.4152046 10.4252614 11.0457701 13.3745183 12.8152516 11.5907762 -1.2035684 3.6543439 9.5875233 9.9061910 9.6205235 12.0341678 9.9917326 -0.2035684 11.1867980 9.3100879 14.3304178 9.3869474 7.5208740 9.4784770 9.4518911 11.8320186 8.7745275 8.3850751 10.3267666 10.1929651 10.3105812 10.7534624 9.4018399 7.3850746 11.5564565 1.3813388 10.6508391 10.5846708 6.3586020 4.6037154 4.4687853 9.4147459 -1.2035684 8.8352792 11.7637667 12.3599141 10.7839796 10.6453744 10.4941967 11.6093398 -1.2035684 4.2557953 9.4540807 10.8973511 6.4545724 3.4967947 10.0448809 11.4865766 9.7152235 11.8318468 9.8771778 9.7643070 8.6149424 10.0680042 8.5157491 10.5529166 9.9997083 NA -1.2035684 6.7736404 6.5624256 9.4705525 9.6605465 7.7388745 10.5633033 4.6037154 TCGA-CN-6988 47 0 NA 318 head and neck stage iva t4a n2b NA male 2011 NA NA head and neck squamous cell carcinoma 40 NA 2 white not hispanic or latino 2 2 3 2 2 2 1 2 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4.438761e-06 1.421791e-06 6.48930690 NA 10.18699853 2.34465809 2.80407422 10.34394351 10.79534398 2.98850292 8.65753104 13.59350229 7.10951936 8.24853009 8.25454114 NA 9.68783388 8.26351147 5.32192809 0.92963953 10.85738864 7.49439561 NA 0.92963953 6.91829559 2.92960166 11.74739378 NA 10.76645006 10.72727220 11.34235690 10.22039756 -0.65539872 1.34465809 1.92960166 8.27963658 0.34460128 NA 12.71995918 4.01707563 10.06338227 11.73844081 10.03682776 3.63005594 12.82284899 0.34460128 NA 13.43343640 12.05136000 8.50073116 NA 12.41309060 8.46865296 12.32487702 7.66657624 2.80407422 2.15198867 -1.65517150 NA 2.34465809 1.51455153 12.66071470 12.65342659 9.32478766 13.27099050 NA 1.92960166 9.03027289 NA 0.92963953 9.03900593 11.37721053 -0.07036047 16.81420653 7.66882898 NA 0.92963953 NA 12.00096131 6.25753682 3.04509344 11.97502112 10.11943529 14.71214824 9.58484321 6.48930690 1.92960166 10.59701795 10.20224041 1.66657482 13.44672968 8.24853009 10.60233068 12.25088115 NA 8.27833887 10.02148681 7.57586972 NA NA NA 8.13743846 9.59849567 8.54921941 -1.65517150 3.59257663 -0.65539872 6.45317184 -1.65517150 10.28422735 7.54677179 13.33674564 9.24275826 10.43509140 2.25153732 12.57241452 5.86034706 8.89154253 10.78836875 10.86722970 10.49503014 9.92146787 10.62599872 8.25003497 7.62773669 2.15198867 6.99569932 4.32192809 7.33333249 11.02280811 8.48163921 12.39134591 9.23034450 NA 13.08126151 -0.07036047 2.8129000 0.0868110 0.9746100 0.3671400 -0.0563070 0.0359470 0.4817000 0.4817000 0.0108420 0.0108420 0.5278300 -0.5063100 -0.5063100 -0.4947500 0.0000000 -0.4916200 0.0120970 0.4610900 0.4610900 -0.4892100 -0.4892100 -0.0016629 0.3992800 1.7485000 -0.4828100 -0.0770780 0.4493500 0.4326000 1.1564000 -0.0573800 0.0195030 0.0195030 0.0868110 0.0868110 0.0868110 0.8984900 -0.5000100 -0.5000100 0.5620500 0.0169850 0.0286220 0.0286220 -0.0022168 -0.4867000 -0.4867000 -0.5633600 -0.0563070 -0.4668500 -0.5216000 0.0108420 -0.4947500 -0.4947500 -0.5067200 -0.4944400 -0.0114730 -0.5606200 0.0301690 -0.1165200 -0.4892100 -0.4892100 -0.0563240 -0.0528010 -0.0016629 -0.0176660 -0.0176660 -0.5400700 1.2603000 -0.4828100 -0.4928800 -0.0770780 -0.0642400 -0.1093800 -0.6599400 -0.6599400 0.2454800 -0.483 0.000 -0.486 0.000 0.461 0.461 -0.489 0.000 0.000 0.000 0.000 -0.540 0.399 1.748 1.266 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.769 0.000 0.562 0.990 0.000 0.000 -0.120 -0.487 0.000 -0.410 0.482 0.482 0.000 0.517 -0.495 0.000 -0.407 0.253 -0.483 0.000 -0.486 0.000 0.461 0.461 -0.489 0.000 0.000 0.000 0.000 -0.540 0.399 1.748 1.266 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.769 0.000 0.562 0.990 0.000 0.000 -0.120 -0.487 0.000 -0.410 0.482 0.482 0.000 0.517 -0.495 0.000 -0.407 0.253 10.66234340 -0.07036047 9.88843885 4.66657482 11.49105774 11.63623761 12.79418375 13.13418182 7.61844350 9.64899942 12.36023746 11.32817624 7.81021429 11.18247319 12.81117078 11.55684054 6.05269846 13.44672968 7.19327105 10.60233068 10.68700066 10.40568173 10.71397284 12.94882260 12.64421396 11.68963751 NA 2.59256467 9.65639644 10.36110828 10.56985561 11.70123770 9.58006406 -0.07036047 11.90557801 10.39074904 13.66583536 7.66657624 7.96669982 9.36909521 8.84847397 10.17079937 9.00864207 8.54432039 9.35797090 8.94641886 10.85738864 11.19737275 8.61727791 4.51457047 13.43343640 0.92963953 10.22958179 9.32478766 5.25153732 3.25153732 0.34460128 8.32335881 -1.65517150 9.29301543 7.60674276 10.60233068 12.25088115 10.67780349 10.02148681 11.05243865 5.64842805 NA 7.72619091 9.39721619 8.72727212 1.92960166 10.28422735 11.80241377 10.43509140 12.35027272 10.23415208 10.60850415 7.44004525 9.92146787 5.67556474 10.40736890 10.12846496 -1.65517150 -0.65539872 11.20980145 8.49255263 10.23984469 10.20844727 6.83248879 10.16841351 6.69779467 TCGA-CN-6989 64 1 980 611 head and neck stage iva t3 n2c NA male 2011 NA yes head and neck squamous cell carcinoma 50 1961 18 white not hispanic or latino 2 4 1 2 1 1 3 1 NA NA 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 4 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.912937e-06 1.040335e-06 11.61064341 6.05842907 10.68433205 4.70479452 6.49936916 10.75967276 5.75726065 6.62703770 8.77008373 15.28187126 7.96671308 9.02938939 8.11481155 2.17229548 8.59255795 8.68122365 5.42973981 6.05842907 4.59376011 9.19704095 4.94990373 -0.05005426 12.22564120 8.62233008 11.55754321 -0.63509144 10.52039288 11.01689079 10.45505458 10.62527369 4.38730739 0.36490856 5.21043173 8.37330063 NA NA 13.30465911 6.43640507 8.95248530 11.86379136 9.24605602 8.42833714 11.00066026 4.09285860 -0.63509144 12.01823513 12.16392017 8.11648640 -1.63486741 9.83050855 5.83116027 11.77962740 7.98149079 7.67100387 1.17229548 -1.63486741 -0.63509144 2.68688146 1.82436054 15.04571250 15.19673469 9.53861925 12.45901986 -0.63509144 4.29567895 11.14445635 0.94987106 4.00880059 8.73126438 11.60454072 0.36490856 17.69222288 12.53118373 NA 4.06538274 3.49422358 11.89802850 9.70923807 3.49422358 11.57234396 9.54609439 16.05123751 9.62586169 7.21981033 4.84067471 10.45273647 10.36635041 7.33072690 13.65602867 9.49551270 11.21376070 12.17511212 -1.63486741 8.93669476 11.43455974 7.86478786 -1.63486741 NA 1.53485845 6.34793490 10.74702572 10.08004615 1.82436054 3.00879163 0.36490856 7.11313475 -0.63509144 10.86528617 3.17229548 12.10735689 9.90409131 10.94708415 5.25975833 13.36145980 6.32494378 9.32059208 11.24395101 9.71311703 9.16017019 10.80206224 6.77433376 14.22825733 11.33054613 2.53485845 9.42361052 8.13643186 8.69249485 11.44359334 7.86478786 12.06201834 9.19307856 0.68688146 9.45174193 2.75725799 -0.0822690 0.8347100 2.5878000 0.0556580 0.3870000 -0.0511810 -0.0965720 0.4303900 -0.0738770 -0.0738770 0.7731000 -0.2736800 -0.2736800 -0.2784600 0.0000000 -0.2052500 3.6569000 0.1649000 0.1649000 0.8716900 0.1762700 -0.0158790 0.2028900 0.0725400 -0.0246610 0.1879800 0.3996100 0.3996100 0.3590400 -0.2839400 0.2021300 0.0688640 -0.0620920 -0.0515860 -0.0849260 -0.2891700 -0.2891700 -0.2927200 -0.2927200 -0.3879700 -0.2534300 -0.2534300 -0.0040162 0.0556580 0.0556580 -0.0294770 -0.3075700 0.4146300 0.3431000 -0.1381100 -0.7453400 -0.2784600 -0.2987400 -0.0870490 -0.0870490 -0.2052500 -0.2790600 0.0734080 0.1718100 0.1718100 0.6536900 0.2030100 -0.0254830 0.4457900 0.4457900 0.2028900 0.2028900 -0.0246610 -0.0246610 0.1879800 -0.2941400 -0.0431110 -0.2664900 -0.2664900 0.2964500 0.000 0.000 -0.279 -0.279 0.000 0.000 0.179 0.000 0.000 0.000 0.446 0.203 0.203 0.000 0.000 0.188 -0.106 0.119 0.000 0.400 0.000 0.000 0.243 0.348 0.000 -0.157 0.651 -0.253 -0.253 0.000 0.000 0.387 0.000 0.362 0.362 0.000 0.000 -0.274 0.000 -0.266 0.030 0.000 0.000 -0.279 -0.279 0.000 0.000 0.179 0.000 0.000 0.000 0.446 0.203 0.203 0.000 0.000 0.188 -0.106 0.119 0.000 0.400 0.000 0.000 0.243 0.348 0.000 -0.157 0.651 -0.253 -0.253 0.000 0.000 0.387 0.000 0.362 0.362 0.000 0.000 -0.274 0.000 -0.266 0.030 11.4455932 NA 10.3303801 7.0757487 11.7647541 10.6240910 10.1771195 11.0985931 11.6926352 9.9874516 12.0766091 12.2047365 7.8427004 11.1116664 10.4679020 10.7125635 4.6781902 13.6560287 9.1674585 11.2137607 10.7191916 10.4932587 11.2264168 12.6914587 12.7547751 12.1255582 0.9498711 1.6868815 9.5707354 10.0856140 11.0238231 12.2587177 10.5643078 0.9498711 11.3381014 10.7607441 14.6572084 9.2422264 8.1835242 9.2221457 8.8078855 12.1961504 9.3250455 7.9195308 10.0024727 10.0723013 4.5937601 11.1624011 9.6766905 8.0141985 12.0182351 2.8243809 10.3310871 9.5386193 5.1851212 7.3592954 2.0653655 9.4616573 -1.6348674 9.5676782 10.8084038 11.2137607 12.1751121 11.3716189 11.4345597 11.2839917 2.9499084 6.9942991 9.1536605 11.6347993 6.5498170 7.4283376 10.8652862 11.6522217 10.9470842 11.6584138 10.2785796 10.1891054 10.7877953 10.8020622 7.6595628 10.1855201 10.7898957 2.1722955 -1.6348674 6.5841102 9.0680758 10.3263918 9.7663550 7.5323606 10.0809041 4.9347995 TCGA-CN-6992 61 0 NA 1066 head and neck stage iva t3 n2b NA male 2011 NA yes head and neck squamous cell carcinoma 90 1966 3 white not hispanic or latino 2 4 3 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 4 0 0 0 4 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 9.675112e-06 3.086326e-06 9.1398897 1.6745058 10.9042017 1.2150573 6.0094927 10.3590981 8.8571291 6.6371422 8.1590574 14.7978661 8.4474982 8.2318855 8.9590703 0.2151194 9.1743547 7.1339405 5.7420844 5.3546285 9.2171890 9.5010573 3.5004834 2.8589358 6.5279602 5.0730576 12.0539857 2.0224388 9.7327468 10.6624189 11.2297952 9.7401086 5.1575935 1.6533811 5.4342446 8.6332147 -1.7848806 2.6745058 13.9092447 4.9964385 9.0660453 12.0601753 10.2154295 6.9931547 10.6092720 3.0224388 3.5370102 12.4305345 11.2823436 8.0336592 NA 10.8934574 8.6446513 12.7589550 7.3051899 5.6159577 0.5370475 NA -0.7848806 1.3849892 NA 14.0766731 14.2688113 9.4917834 13.1549779 NA 4.8732866 11.3567055 2.3849892 3.1219603 9.4184253 11.7555686 -1.7848806 16.8778604 10.1994958 -0.7848806 2.0224388 3.9964339 11.9468206 7.5437526 3.4245325 11.9672374 10.7206408 15.2916111 9.9594907 7.9033276 2.6745058 11.5549273 10.1302098 6.6287051 14.0944093 9.9695473 11.3954527 11.1487680 0.7999991 8.5726294 11.1125446 8.3170530 -1.7848806 NA 4.4818608 6.6287051 10.9751735 9.4129083 -0.1999181 5.7542355 -1.7848806 5.7773198 NA 10.6867525 7.9224363 12.2096075 9.3930137 11.0467804 2.4629946 12.8047284 5.6159577 8.9657843 11.2019859 9.2002076 9.1937878 10.1971725 6.7268299 12.7545996 9.7198963 3.3850030 10.6935941 6.5279602 8.9573868 12.0313610 9.3012136 11.2271780 9.3111336 -1.7848806 10.6543887 2.8000405 0.0072217 0.0072217 2.4682000 0.4285600 0.0232860 0.0232860 0.2908800 0.0249690 1.3687000 0.1032200 0.1032200 -0.6513600 -0.6513600 -0.6513600 0.0300290 0.0754150 1.2635000 0.0311550 0.0311550 -0.0258930 -0.0258930 1.3274000 -0.0044312 0.0606510 0.0606510 0.0063871 -0.6523000 0.1254500 -0.0162920 -0.6504300 -0.6030300 0.0343950 0.0072217 0.0072217 -0.0080782 -0.6515500 -0.6515500 -0.6515500 -0.6700900 -0.6535100 0.0565240 0.0565240 -0.6703900 -0.6201400 -0.6201400 -0.6038100 0.0416000 0.0249690 0.0249690 -0.6756300 -0.6513600 0.0196430 -0.0012473 -0.0012473 -0.0346170 -0.5940000 -0.5977000 0.0311550 -0.0258930 -0.0258930 0.0464170 -0.6508000 0.0399020 -0.0114730 -0.0114730 -0.0044312 -0.6900600 -0.6531400 -0.6531400 0.0063871 -0.6586400 -0.4498600 -0.1402200 -0.1402200 -0.1402200 0.000 0.000 -0.594 -0.594 0.000 0.000 0.000 -0.647 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.645 -0.645 -0.603 0.000 -0.652 0.000 0.247 0.000 0.000 0.000 -0.652 0.000 -0.654 0.000 0.240 -0.364 0.000 0.000 -0.271 0.000 -0.553 0.103 -0.651 0.000 -0.140 -0.140 0.000 0.000 -0.594 -0.594 0.000 0.000 0.000 -0.647 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.645 -0.645 -0.603 0.000 -0.652 0.000 0.247 0.000 0.000 0.000 -0.652 0.000 -0.654 0.000 0.240 -0.364 0.000 0.000 -0.271 0.000 -0.553 0.103 -0.651 0.000 -0.140 -0.140 11.1081892 -0.1999181 10.4178379 7.3597355 10.8096352 11.5714963 10.5844020 11.4297000 10.5114200 9.8958764 12.0039995 12.6599628 7.6600922 10.8058491 11.1264693 10.9074748 4.9485681 14.0944093 9.7682265 11.3954527 11.1550237 10.8808573 11.2259882 12.4059984 12.7906165 13.6115483 NA 3.6413379 9.9980755 11.8299021 12.1155668 11.4395313 10.4011915 1.6745058 11.3349911 11.1828439 14.4799952 9.5621449 8.3025402 9.9886286 8.9956171 11.5303684 9.9051102 7.6287051 9.8535132 10.2210526 9.2171890 10.3291449 9.6418662 6.8371296 12.4305345 3.1692676 9.7873038 9.4917834 5.8804137 6.1575915 2.5369978 8.9421467 NA 9.7915616 10.7332387 11.3954527 11.1487680 10.0368512 11.1125446 11.3633950 6.7503533 -0.1999181 8.7398737 10.6284408 7.1980708 4.7696660 10.6867525 11.8324300 11.0467804 11.5192860 10.3546287 10.8719490 9.2918929 10.1971725 7.9276044 10.4181193 10.7327467 3.8000405 -0.7848806 8.2771232 8.2759219 9.6486628 9.3812403 8.2178923 10.5532565 6.1517148 TCGA-CN-6994 67 0 NA 1183 head and neck stage iva t4a n0 NA male 2011 NA no head and neck squamous cell carcinoma 12 1974 0 white not hispanic or latino 2 4 3 3 2 3 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 2.703333e-06 9.754296e-07 10.48677510 NA 9.95150373 3.51158189 5.71035737 10.98583753 2.51156924 6.97695929 9.62010287 15.32730745 7.88503679 7.35135448 7.42283428 NA 9.07451480 8.79023901 5.47673163 5.52788044 6.69600355 8.03798889 0.63710012 4.05214632 12.62992971 6.85950124 11.96933245 1.63710012 9.97695929 10.70274991 9.88028329 11.02584419 -0.94786238 2.92694825 4.09654018 8.82157151 NA 8.42935736 12.85678209 5.02942638 9.88421403 12.32463084 7.06895558 7.11284294 11.23392029 2.85949255 2.51156924 13.55311318 14.54949975 8.24197124 0.63710012 10.44768095 14.04619882 12.57362461 5.84656352 8.86271856 NA NA -0.94786238 0.63710012 0.05213762 14.46831762 14.59111508 10.62295130 13.61736796 0.05213762 3.80703543 9.59517877 1.37406572 3.57571168 9.39976818 11.32914361 NA 18.75963073 10.60913182 6.10742843 2.37406572 3.44446830 12.06999918 7.25181943 5.42718711 12.31240487 9.96128993 16.37727660 8.96203996 6.35592718 7.83022426 10.00124407 10.30007441 6.68877203 12.03802436 9.22207180 11.92154791 12.06040037 NA 8.22956629 11.59542039 7.94393070 1.05213762 NA 6.40969811 6.69600355 9.89998719 10.58157740 3.37407963 1.63710012 2.22206262 7.98288409 NA 10.99172605 NA 12.33537994 9.68793760 10.94506907 -0.94786238 12.59976441 8.58157759 8.50335788 10.41024855 8.60289369 9.15280909 10.06250708 7.77324604 12.61629635 11.47500004 -0.94786238 11.07104250 6.22207229 8.65391772 12.13562618 8.09380575 10.33928205 9.38194326 2.22206262 11.16751568 2.22206262 1.0674000 0.1598000 0.9154100 0.4324300 -0.1781600 -0.1781600 0.0000000 0.0000000 0.5120900 0.5120900 0.8507200 0.1590600 0.1601000 0.1601000 0.1601000 0.1887400 3.6569000 0.8090800 -0.1746200 -0.1565600 -0.1972700 0.0811770 0.1070100 -0.5683300 -0.3012200 -0.2520100 -0.2054800 0.7085100 0.0315770 -0.2334400 -0.5321500 -0.1772700 -0.5766400 -0.9219700 -0.5330700 -0.5507600 -0.5507600 -0.5480400 -0.5480400 -0.1451500 -0.1451500 -0.1451500 -0.1546000 -0.0480720 -0.0480720 -0.1421900 -0.1781600 0.0000000 0.0000000 0.5120900 0.1601000 0.1601000 0.1398400 0.1398400 0.1398400 0.1613000 -0.1830700 -0.1746200 -0.1565600 -0.1565600 1.5858000 1.1852000 0.0811770 0.1330200 0.1330200 0.1070100 0.1070100 -0.3019300 -0.3019300 -0.2520100 -0.2508400 -0.5628000 0.0239870 0.0091705 -0.7395800 0.140 0.140 -0.058 -0.220 0.634 -0.175 -0.157 0.199 0.000 0.133 0.133 0.107 0.107 -0.302 -0.302 -0.252 -0.252 -0.177 -0.177 -0.205 0.709 -0.512 0.425 0.123 0.123 0.255 0.915 -0.145 -0.145 0.432 0.000 -0.535 -0.535 0.000 0.000 0.512 0.512 0.160 0.160 0.000 0.000 0.140 0.140 -0.058 -0.220 0.634 -0.175 -0.157 0.199 0.000 0.133 0.133 0.107 0.107 -0.302 -0.302 -0.252 -0.252 -0.177 -0.177 -0.205 0.709 -0.512 0.425 0.123 0.123 0.255 0.915 -0.145 -0.145 0.432 0.000 -0.535 -0.535 0.000 0.000 0.512 0.512 0.160 0.160 0.000 0.000 10.98988847 -0.94786238 10.19185168 5.79361501 10.78600958 12.65017610 11.88028333 12.33653722 10.19871551 9.54800190 11.92808813 11.19297664 7.93479011 11.57202879 10.53293708 9.14754380 4.84656352 12.03802436 8.93019770 11.92154791 10.95941307 10.67648542 11.30422091 12.82519228 12.56809304 9.18271737 -0.94786238 0.05213762 9.86512638 10.56093205 10.1619775 12.0034316 12.3236099 1.0521376 11.9167199 10.2803643 14.4982929 9.3513549 7.0521463 9.0379889 9.2006235 12.1809467 9.0687740 7.8103698 10.5384791 9.7612307 6.6960036 11.8685306 8.3718189 6.1182351 13.5531132 1.0521376 10.8651263 10.6229513 5.2419698 5.0745140 4.2615985 9.4805071 1.3740657 9.4444644 8.7031987 11.9215479 12.0604004 10.2988875 11.5954204 11.5442504 -0.9478624 4.4444617 7.9853359 10.1482031 7.8103698 2.3740657 10.9917260 11.1402725 10.9450691 11.7243512 9.9446897 10.1884972 8.4678888 10.0625071 6.5359627 10.0172096 10.7936139 -0.9478624 3.1396168 6.7800673 8.9268979 9.4930160 10.6511298 7.5599414 10.4085988 4.7800686 TCGA-CN-6995 78 1 112 NA head and neck stage iva t4a n0 NA male 2011 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 6 3 2 1 1 2 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 6.762175e-06 1.733891e-06 10.7875021 NA 10.0834215 3.2527335 3.4296160 10.1669242 NA 5.7064532 8.5381362 16.8341649 5.9579912 6.8940793 8.2546928 -1.2709041 8.9830195 8.4553901 5.6226551 4.5365254 10.9636901 8.1721154 -0.2709041 NA 8.4191702 9.8700018 11.2859176 -1.2709041 9.6217149 10.3815689 10.3922854 11.0358035 NA NA 1.3141164 8.1924511 NA NA 12.8394107 3.8990983 10.2885491 10.3567059 7.7007157 5.4706377 11.9351180 0.3141745 NA 11.9352707 13.7060494 7.8219289 -0.2709041 10.9022245 2.3776513 12.0699958 4.1214879 6.5746616 0.3141745 -0.2709041 NA 2.4296160 1.5365503 16.2240900 16.9378714 11.7682625 13.0425512 NA 2.1885908 9.7466766 NA 0.7291829 8.7992930 10.4844769 3.1886066 17.6900508 11.3183550 NA 0.7291829 -1.2709041 11.2195216 9.0556016 5.7403987 10.4475723 10.7203396 15.1726337 9.2779940 0.7291829 2.5365254 11.1593633 9.1638004 5.4434177 11.9165118 10.2610409 11.2549375 11.1244385 NA 8.6087553 10.8725553 3.3141309 NA NA 4.4570952 6.1042108 9.7157252 9.3206945 NA 0.7291829 NA 7.4399788 NA 11.0151522 4.6599074 13.6569038 9.8929412 11.6004998 3.4296160 13.3327984 7.0052967 8.9398433 11.1793523 5.6239897 9.1139560 9.4706391 4.8789215 9.8597427 9.9331318 1.5365503 8.3784284 5.4156742 7.7708310 11.6565797 8.2644473 11.7591494 8.8179602 -1.2709041 11.2840007 -1.2709041 -0.1152700 -0.1152700 1.4614000 -0.4797600 0.0939110 0.0939110 0.4544100 0.4544100 -0.2070900 0.5829600 0.9622600 0.0889820 0.0889820 0.1074500 0.1074500 0.2886500 3.6569000 0.2097800 0.2097800 0.0585090 0.0585090 0.1103800 0.0978330 -0.1752500 -0.4158300 -0.4587500 -0.4702500 0.1302200 -0.0094754 -0.1512500 -0.1512500 -0.1218700 -0.1152700 -0.1152700 -0.1152700 -0.3779700 -0.3779700 -0.3779700 -0.3779700 -0.3630600 -0.1806600 -0.1806600 -0.1806600 -0.0705360 -0.0705360 -0.0705360 0.0939110 0.4544100 -0.2204700 -0.2070900 0.1074500 0.1074500 0.0000000 0.0000000 0.0000000 0.2886500 -0.4733200 0.0881810 0.0585090 0.0585090 -0.1644700 -0.1644700 0.1103800 0.0994330 0.0994330 0.0978330 0.0978330 -0.4158300 -0.4158300 -0.4587500 0.0823320 0.1112500 0.0024969 -0.0073989 -0.0094754 0.000 0.000 -0.168 -0.456 0.210 0.210 0.000 -0.164 0.110 0.000 0.000 0.000 0.000 -0.416 -0.416 -0.459 0.000 -0.151 -0.151 -0.470 0.130 0.111 -0.453 0.285 -0.115 -0.378 -0.378 -0.363 -0.363 0.000 0.000 0.000 0.000 0.234 0.234 0.376 0.583 0.107 0.107 0.000 0.000 0.000 0.000 -0.168 -0.456 0.210 0.210 0.000 -0.164 0.110 0.000 0.000 0.000 0.000 -0.416 -0.416 -0.459 0.000 -0.151 -0.151 -0.470 0.130 0.111 -0.453 0.285 -0.115 -0.378 -0.378 -0.363 -0.363 0.000 0.000 0.000 0.000 0.234 0.234 0.376 0.583 0.107 0.107 0.000 0.000 10.5308804 NA 9.3971173 7.1214900 11.0128393 11.9689034 9.8304913 11.6037693 7.6569504 9.8046512 10.7827586 11.5105318 9.1844993 11.4250528 10.0243671 11.0867241 2.9471799 11.9165118 8.9410605 11.2549375 10.9561863 10.6277734 11.2056652 12.5308612 13.2076295 9.0386485 0.3141745 NA 9.5178904 9.6420614 10.9516652 11.3676080 12.8008020 -0.2709041 11.1472883 10.7157252 14.1898833 8.4330755 6.5105316 9.0041325 7.6420611 11.1464972 9.3654977 8.5964507 10.6584305 8.3401968 10.9636901 10.2235277 8.5777951 7.4156725 11.9352707 0.7291829 10.0220688 11.7682625 6.2290187 6.3290841 NA 9.0111020 1.5365503 9.5477542 9.0295247 11.2549375 11.1244385 11.2914145 10.8725553 11.8398185 2.4296160 0.3141745 8.1988138 10.0823189 5.7178573 4.7064532 11.0151522 11.5715224 11.6004998 12.1985595 10.9309897 10.0460192 9.6110508 9.4706391 7.2605536 10.0047146 10.0987694 2.8166407 2.3141454 4.7064532 10.2446896 9.4714816 9.0465846 7.6239897 9.3028192 3.9770967 TCGA-CN-6996 58 1 530 432 head and neck stage iva t3 n2b NA female 2011 NA yes head and neck squamous cell carcinoma NA NA 5 white not hispanic or latino 4 1 3 2 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.629858e-06 5.201673e-07 9.79452959 -1.55512094 10.51481641 1.61461562 5.47811758 10.58871642 7.45592308 8.04088531 8.92750332 16.44343081 7.00311646 8.33343894 7.48635478 0.02970023 9.71206747 9.36430365 4.61462151 5.35158593 7.46706342 7.84343934 0.02970023 NA 6.05202673 4.81973459 11.72503132 4.37543568 10.38757655 10.63637167 10.56331222 11.06353982 -0.55533293 NA 3.35158593 9.57209669 NA NA 15.04069594 7.13469327 8.97997102 11.84610840 8.89693660 7.35458880 11.82812982 3.57398037 NA 13.46163434 12.95143697 8.87305555 1.90411796 12.40686852 7.57328287 12.09585933 7.48086935 7.68310059 0.76663756 NA NA 1.02962957 0.44466707 15.98333884 16.70826640 10.19246889 12.52626215 -1.55512094 5.36356009 12.35308812 -0.55533293 2.35160006 9.68489060 10.88062615 NA 18.57918862 12.43071527 NA 1.25205228 0.76663756 11.82745461 10.92295956 7.46706342 11.91287276 10.00646073 15.58035470 9.65536686 4.59444106 3.08854870 10.43515403 9.97217251 6.99928411 11.91488789 8.52817473 11.29449152 11.94939037 NA 8.22605521 11.53992766 4.51078474 NA 4.59444106 5.17261552 6.94055087 9.23504393 10.75388762 3.76662696 4.51078474 NA 6.38133356 -0.55533293 10.65627969 NA 12.79210927 10.16130928 11.60755886 7.15205460 12.85832344 4.35158593 7.39598048 11.38225325 7.57139998 9.95001079 9.81429278 9.31737033 10.98288444 11.68489056 2.61461562 11.00383354 6.58424699 9.24073505 11.83795187 7.92851127 11.97741667 9.15032789 1.25205228 10.57783769 3.08854870 -0.06786000 -0.06786000 0.05908000 0.05722600 -0.07112700 -0.07112700 0.00610900 0.00610900 -0.46462000 0.42066000 0.42066000 0.39289000 0.39289000 0.51324000 0.61335000 0.00455590 0.02907700 0.03947800 0.03906300 0.24140000 0.27458000 -0.21243000 0.01558700 -0.38582000 -0.38582000 -0.11665000 0.04698400 0.04698400 0.18177000 0.00000000 0.00000000 0.00083195 -0.06786000 -0.06786000 -0.06786000 -0.23153000 -0.23153000 -0.29023000 -0.29023000 -0.12254000 -0.03830600 -0.03830600 -0.55337000 -0.09988100 -0.09934100 -0.11292000 -0.07112700 0.00610900 0.00610900 -0.46462000 0.39289000 0.51324000 -0.46080000 -0.46080000 0.04117500 0.00455590 0.02907700 0.03309400 0.10846000 0.10846000 0.02468900 0.02468900 -0.20597000 -0.18169000 -0.18169000 0.01558700 0.01558700 -0.38582000 -0.38582000 -0.11665000 -0.11665000 -0.19475000 -0.28513000 -0.28513000 0.08134400 -0.461 0.000 0.000 0.000 0.000 0.000 0.108 0.000 -0.206 0.105 0.105 0.000 0.000 -0.386 -0.386 -0.117 -0.117 0.000 0.000 0.000 0.000 -0.195 0.000 0.000 0.000 -0.232 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.465 0.421 0.513 0.513 -0.285 0.000 -0.461 0.000 0.000 0.000 0.000 0.000 0.108 0.000 -0.206 0.105 0.105 0.000 0.000 -0.386 -0.386 -0.117 -0.117 0.000 0.000 0.000 0.000 -0.195 0.000 0.000 0.000 -0.232 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.465 0.421 0.513 0.513 -0.285 0.000 11.634674 NA 10.765710 8.919415 12.147193 12.002756 11.406688 11.213914 8.395980 10.796739 11.716159 11.512466 10.134694 11.147485 11.481384 10.306170 4.964334 11.914888 9.863075 11.294492 11.448389 10.540092 11.352337 12.380412 13.036861 9.185319 2.692628 3.968257 10.285867 9.502687 11.21556582 11.95842308 10.59951363 1.76663756 11.64206578 10.84370636 15.18788201 9.42483498 7.72082020 8.74733436 8.33039168 10.84504133 8.86149298 7.82839992 10.39634447 8.53480788 7.46706342 11.37154743 8.57139998 9.87514804 13.46163434 2.14512309 10.26766454 10.19246889 4.74847733 8.92951851 2.35160006 9.95348060 0.02970023 9.60456676 9.33571973 11.29449152 11.94939037 11.31775504 11.53992766 11.69839530 4.44469357 4.30267730 8.98477503 12.17325379 8.55583111 4.71148389 10.65627969 11.74347407 11.60755886 11.53480793 10.65688790 10.82677909 10.01692206 9.81429278 6.78899102 10.53282119 10.16065754 4.63451776 0.44466707 4.14513125 9.45738293 10.26726634 10.19414592 6.73931617 9.84183525 5.19958205 TCGA-CN-6997 66 1 988 429 head and neck stage iva t3 n2c NA male 2011 NA yes head and neck squamous cell carcinoma 80 1970 2 white not hispanic or latino 2 4 1 2 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4.126661e-06 1.005657e-06 8.7438024 -1.8124856 11.2923865 1.7722657 3.8877397 10.6773952 2.7722657 5.3771203 8.5371306 14.4407746 7.0729933 6.3967503 7.4470394 NA 9.6146092 9.1624278 5.3259260 3.6135670 10.7457172 8.0866532 1.5092398 NA 9.6528629 6.3522041 12.0025796 -1.8124856 10.6801511 10.8100346 9.7862794 10.0272875 -1.8124856 2.9946521 4.0699427 9.0085362 NA NA 11.9607447 4.0452770 9.5503360 11.6550293 6.9817123 5.5182141 11.7636627 0.7722235 -0.2276920 12.8824703 12.0460545 8.2905843 0.5092398 10.7305700 6.9404134 11.9090365 7.1414931 3.9152149 NA -1.8124856 NA 2.0942023 0.9946521 13.9450172 14.1547636 9.9262331 13.1029891 -0.8127390 3.9686530 11.2657808 -0.2276920 2.4352285 8.4784671 11.7562026 NA 17.4003484 9.8419324 -1.8124856 1.3572142 2.6467387 12.1068115 7.0138452 2.3572142 11.7476364 9.2419007 15.6100265 10.1851816 6.7108588 2.9946521 10.9369564 9.8499649 5.9881961 12.4238713 9.5710008 11.4119011 10.5224076 NA 8.6405671 10.9200998 8.6871422 0.1872610 NA 3.3967486 6.5710002 10.8508545 10.1087655 1.3572142 2.1872927 NA 6.0638135 NA 10.5058392 8.5293712 13.0227054 9.0190867 11.3468524 4.2747611 12.7864538 6.1414921 9.1702899 10.8935766 7.4517386 8.8065992 11.0531090 6.8020058 11.7294819 10.8193829 1.8877202 8.5731590 10.7317779 9.4399620 11.8219940 8.7618899 11.8079745 9.4552534 0.1872610 7.9881961 0.5092398 0.049417 -0.739660 2.328600 0.720010 -0.745930 0.064101 3.656900 0.572400 -0.744400 -0.744400 0.406840 -0.733890 -0.733890 -0.732040 0.041760 -0.098927 2.858800 0.072847 0.072847 0.979380 0.103970 0.067681 0.070980 0.032019 0.041053 -0.077593 0.049417 0.049417 -0.283670 -0.721620 -0.706740 0.207960 0.033146 -0.761910 -0.733970 -0.742710 -0.733090 -0.733090 -0.728870 -0.730100 -0.730100 -0.713000 -0.724100 -0.720470 -0.720470 -0.756270 -0.745930 0.572400 -0.750100 -0.822350 -0.733890 0.041760 -0.017922 -0.017922 -0.029839 -0.129380 0.115960 0.000000 -0.730840 0.092335 1.391700 0.027235 -0.743930 0.055677 0.055677 0.070980 0.075435 0.058101 0.058101 -0.077593 -0.746540 -0.721180 -0.199690 -0.199690 -0.230530 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 -0.733 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.647 -0.505 0.202 0.000 0.000 -0.721 0.000 0.000 0.000 -0.729 -0.729 -0.730 -0.730 0.762 0.042 -0.746 0.000 0.523 0.523 -0.744 0.000 -0.732 0.000 -0.200 -0.200 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 -0.733 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.647 -0.505 0.202 0.000 0.000 -0.721 0.000 0.000 0.000 -0.729 -0.729 -0.730 -0.730 0.762 0.042 -0.746 0.000 0.523 0.523 -0.744 0.000 -0.732 0.000 -0.200 -0.200 11.214857 -0.227692 11.096610 4.020182 12.282941 16.336708 11.410846 10.781154 9.854852 9.382669 13.254680 12.433592 7.198524 11.307798 10.927499 10.658464 5.853130 12.423871 9.793702 11.411901 11.080598 10.928553 11.549392 12.570843 13.402905 11.446304 -1.812486 5.749540 9.422712 10.113222 11.061509 12.217446 11.626608 0.187261 10.969476 10.768968 13.878438 9.586040 7.486504 9.607783 8.854408 12.138399 9.290138 7.638508 10.117653 11.220031 10.745717 11.273764 8.349688 6.495636 12.882470 3.509227 10.683651 9.926233 6.247992 4.509227 3.942186 10.249343 -0.812739 10.167436 10.620621 11.411901 10.522408 10.440849 10.920100 12.019000 7.250692 -0.812739 8.262508 9.417317 6.372172 4.981711 10.505839 11.900683 11.346852 11.542648 9.977645 11.079270 8.873797 11.053109 8.013845 10.298432 10.426000 1.887720 NA 7.764725 8.434595 10.106160 9.945103 6.749538 10.971113 4.454084 TCGA-CN-6998 53 1 357 46 head and neck stage iva t3 n2b NA male 2011 NA yes head and neck squamous cell carcinoma 40 1970 2 white not hispanic or latino 4 3 3 2 3 1 2 1 4 1 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 7 0 0 2.150025e-06 1.075012e-06 9.21505218 NA 9.96949287 NA 2.31333293 9.69022396 3.46016589 5.17839197 8.43818305 15.96652036 7.59872548 7.37015469 7.71053991 NA 9.07961571 8.42334076 5.23388806 2.20639317 7.59872548 9.19771209 NA NA 3.55035894 8.82676901 11.29142093 3.46016589 10.62685433 10.33727568 10.85524973 11.67338664 NA -1.49410907 1.31330391 9.32596379 NA NA 12.80037383 3.20640880 9.66015371 11.38536028 8.57743072 4.20640880 13.30428838 0.50599252 NA 13.62685431 13.10982659 8.61971048 NA 10.64807558 4.43054622 12.21278821 5.12067956 5.20640880 NA NA NA 1.31330391 NA 16.02822786 16.44434628 10.66331544 12.96039630 0.50599252 1.82790030 9.40230094 NA 0.50599252 8.91323620 10.96052481 0.50599252 18.83924942 9.85026436 NA -0.49410907 0.09098889 11.84720928 8.51299560 6.14982433 11.55265599 10.34949698 15.83918499 9.64743702 4.14982840 0.09098889 11.43855235 9.45141225 4.20640880 12.32204314 6.63525087 10.45506568 12.75582265 NA 8.39166506 11.26273328 4.71542118 NA 3.46016589 1.82790030 6.17839396 9.78731900 8.83576494 NA -0.49410907 0.09098889 7.09468262 -1.49410907 11.82521719 -1.49410907 13.01790639 10.36608546 11.71679199 3.71542118 13.41927866 3.79136609 8.63782540 11.34004441 7.06821076 9.03637475 10.22714034 10.78847781 8.57205783 10.56700204 0.82790030 6.76335580 4.36394900 9.31734319 11.82705100 7.67839591 12.76923767 9.34831874 NA 11.63766472 -1.49410907 0.0563700 0.0563700 0.9655500 0.0298880 -0.5197900 0.0000000 -0.2556400 -0.2556400 -0.0250720 0.7318900 1.4723000 0.0228650 0.0228650 0.0338310 0.0338310 -0.2448400 -0.2448400 -0.0019399 -0.0154660 -0.2022400 -0.2022400 -0.5036000 0.0291840 -0.2399700 -0.2399700 0.0119580 0.0383470 0.0383470 -0.0358910 0.0334080 -0.4964200 0.0091705 0.0563700 0.0563700 0.0563700 -0.5352000 -0.5352000 -0.5352000 -0.5352000 -0.2613100 -0.2613100 -0.2613100 -0.2613100 0.0105100 0.0105100 0.0105100 0.0160060 -0.2688900 -0.2688900 -0.0250720 -0.4829200 0.0338310 -0.2449600 -0.2449600 -0.2449600 -0.2448400 -0.2448400 -0.0154660 -0.2022400 -0.2022400 0.0379240 0.0379240 -0.4978800 0.0298880 0.0298880 0.0291840 0.0291840 -0.2399700 -0.2399700 0.0119580 0.0119580 -0.2327600 -0.0386170 -0.0363070 -0.0358910 -0.245 -0.245 -0.245 -0.245 0.000 0.000 -0.202 0.000 -0.498 0.000 0.000 0.000 0.000 -0.240 -0.240 0.000 0.000 0.000 0.000 0.000 0.000 -0.233 -0.217 0.000 0.000 -0.535 0.430 -0.261 -0.261 0.000 0.000 0.000 0.000 -0.256 -0.256 0.728 0.728 0.000 0.000 0.000 0.000 -0.245 -0.245 -0.245 -0.245 0.000 0.000 -0.202 0.000 -0.498 0.000 0.000 0.000 0.000 -0.240 -0.240 0.000 0.000 0.000 0.000 0.000 0.000 -0.233 -0.217 0.000 0.000 -0.535 0.430 -0.261 -0.261 0.000 0.000 0.000 0.000 -0.256 -0.256 0.728 0.728 0.000 0.000 0.000 0.000 10.5578571 NA 9.2311984 8.8524821 11.8005892 11.8151549 11.5782686 11.7379396 6.5558177 10.4392903 10.6115497 11.3323183 8.7455671 11.0356430 12.6494314 10.2394076 2.7005285 12.3220431 9.2440608 10.4550657 10.8618701 10.2646081 11.5163217 12.4248131 12.5036772 9.3647265 NA 0.8279003 9.7123724 10.0624746 11.07914227 11.44444542 11.90778130 NA 11.62620635 10.80917839 13.98198651 10.11329874 4.93223129 9.13532503 7.99782135 13.21338154 7.75716663 8.26419157 10.46777987 8.10215839 7.59872548 11.57575389 8.06055706 5.99782079 13.62685431 1.82790030 10.49181042 10.66331544 5.10588337 5.41285942 0.50599252 10.71450767 -1.49410907 8.93851046 9.52625391 10.45506568 12.75582265 11.03881140 11.26273328 11.20119680 0.09098889 NA 7.60600020 9.80173745 3.41286280 1.50599252 11.82521719 11.65460394 11.71679199 12.26304591 10.67870849 9.74497020 7.94683787 10.22714034 6.93223365 10.39585263 9.63073599 0.09098889 NA 2.09092116 8.01738525 9.79944013 10.24110142 6.46597120 9.69702767 3.75389330 TCGA-CN-A497 63 0 NA 1065 head and neck stage iii t1 n1 mx male 2011 NA no head and neck squamous cell carcinoma NA NA 1 NA not hispanic or latino 2 2 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 4 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.002189e-05 2.982293e-06 8.67517057 NA 11.38588154 -0.02004784 3.56490247 10.10535581 8.71972284 5.30186928 8.60199432 14.72687648 6.78729663 5.94572708 8.75308167 -1.02004784 9.91437033 8.37868588 5.35498101 4.30187294 6.18939564 8.64172050 -1.02004784 NA 8.01886114 3.14986091 12.15736187 NA 10.36526549 9.99256693 10.63949239 8.78890655 NA 1.30188025 2.14987716 9.10213608 8.77598189 NA 14.03340162 5.38933277 10.15646463 11.37172296 7.43526938 5.68038344 11.26013313 0.56491466 3.37225565 11.27341402 13.20281271 8.00508217 1.30188025 11.40699322 7.21810790 11.49021200 7.59465230 5.95722279 -0.02004784 NA NA 0.56491466 0.97995216 13.98723028 14.28004712 9.88532940 12.17146428 NA 4.59465006 10.46022765 NA 2.43938378 8.90178314 11.04198851 1.78730708 16.07099544 10.57380025 NA 1.78730708 -0.02004784 11.85165512 7.68730149 4.91067990 11.19920769 10.25432051 15.00309025 9.77760382 1.97995216 2.68039188 10.19426143 10.04063823 5.18939762 13.05909376 8.04063823 11.37627953 11.15049336 NA 8.70445633 10.24203723 2.97993387 NA -1.02004784 0.56491466 7.14986700 9.26303065 10.25606677 2.97993387 -1.02004784 NA 8.02160132 NA 10.48773695 7.28828104 12.25722974 9.87558580 10.52055474 3.97994301 12.37252809 0.56491466 8.50741925 10.74439928 7.96008189 8.90326970 9.48823240 7.40200669 10.22846290 9.35715279 0.56491466 10.68557473 5.42288556 8.77760382 11.26158264 7.89582184 11.66644288 8.50350418 NA 9.91141865 1.30188025 0.0024035 0.0218840 0.6715900 0.0127950 0.0212540 0.0212540 0.0246890 0.0246890 0.0349590 0.0349590 0.0349590 -0.6241700 -0.6241700 -0.6340700 -0.0956480 0.0037465 0.0037465 2.4657000 0.0051359 -0.6103700 -0.6103700 -0.0302670 -0.0511810 3.6569000 -0.0753450 -0.0899640 -0.0396490 -0.0396490 -0.0959120 0.0000000 0.0000000 0.0000000 0.0218840 0.0218840 0.0218840 -0.6296000 -0.6296000 -0.6296000 -0.6296000 -0.6051100 -0.6051100 -0.6051100 -0.5896000 0.0382060 0.0382060 0.0050185 0.0212540 0.0246890 0.0246890 -0.6255100 -0.6241700 -0.0956480 0.0038854 0.0038854 0.0038854 0.0037465 0.0037465 0.0051359 -0.6103700 -0.6103700 -0.0798750 -0.1072300 -0.0302670 -0.6397200 -0.6397200 -0.0511810 -0.0511810 -0.6166200 -0.6166200 -0.0899640 0.4959700 -0.0077477 -0.0959120 -0.0959120 -0.0959120 0.000 0.000 0.000 0.000 3.657 3.657 -0.610 0.000 0.000 -0.097 -0.640 0.000 0.000 3.657 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.630 0.016 -0.605 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.529 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.657 3.657 -0.610 0.000 0.000 -0.097 -0.640 0.000 0.000 3.657 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.630 0.016 -0.605 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.529 0.000 0.000 0.000 10.690749 6.319793 10.285183 5.519102 11.366883 10.499564 11.005082 12.257666 11.339417 8.489718 11.731486 12.061759 8.157362 9.350630 8.172235 11.015429 4.552832 13.059094 10.246729 11.376280 10.458206 10.556427 11.464765 12.806334 12.525993 12.871916 -1.020048 7.223116 9.456689 10.315891 10.7078628 11.9964024 11.3628365 1.3018803 11.4990871 10.6528097 14.5643697 7.9370442 8.6256007 10.3484488 8.6363672 12.7256167 9.2393914 10.0147414 10.5488485 9.8510775 6.1893956 10.9500482 8.9629359 9.1207721 11.2734140 0.5649147 9.8935797 9.8853294 5.1697687 7.7872973 NA 8.9239223 -1.0200478 8.6345784 10.5775294 11.3762795 11.1504934 10.7167671 10.2420372 11.5481360 5.7214082 NA 9.6260330 9.4030583 8.0270661 3.7872966 10.4877370 11.5022787 10.5205547 12.4702919 10.6642527 11.1851247 9.7514318 9.4882324 7.5074196 10.7112614 10.6764753 2.3018803 NA 9.2745631 9.3485688 10.3679596 9.6967619 7.5872727 10.5914283 7.1796146 TCGA-CN-A498 61 1 773 443 head and neck stage iii t3 n0 mx female 2011 NA yes head and neck squamous cell carcinoma 40 1971 0 white not hispanic or latino 2 5 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 1 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 2.675464e-06 8.360825e-07 8.63904364 NA 10.25522855 0.92819975 3.32055688 9.71205405 7.31625437 6.30327663 8.91834121 16.13265573 6.91692204 9.17260127 7.99432628 NA 8.51319976 8.67643033 5.66970429 4.76112567 3.51320016 9.39278300 -0.07172444 NA 4.42009159 8.26139259 11.16843238 -0.07172444 10.31194161 10.44295137 10.81317096 10.45961881 -1.07187607 -1.07187607 1.92823766 8.99436702 1.73560882 NA 14.24034032 3.97262833 8.93666591 11.89600398 7.37532099 4.32055688 12.02725633 0.92819975 NA 13.13662411 14.02165490 8.93806609 2.09815002 12.52803396 6.82910367 12.22787465 5.26808625 6.32055508 NA NA -1.07187607 0.51318752 2.38766583 15.53497507 15.91088683 10.82002104 12.39609758 -1.07187607 3.32055688 11.43007453 NA 2.25017333 9.79164935 11.27003410 0.51318752 19.33798460 10.19794842 NA -1.07187607 2.83513583 10.82683874 6.73559258 4.13769205 11.08124781 10.56486199 16.08316419 9.31517765 6.89978106 3.45180456 11.08115592 10.29837983 4.45179796 12.21429110 9.65104487 9.70302437 11.01669430 NA 8.43801250 11.06586893 6.62172370 NA 2.73558716 5.55759389 7.56123218 9.61910832 10.47513181 1.25017333 5.05751959 NA 9.74201851 NA 11.39787915 -0.07172444 12.72143418 10.48164587 10.64076434 3.51320016 12.69621483 2.73558716 8.78466298 11.01038635 6.74201834 9.61998076 10.31210355 6.60771794 9.59534887 10.63084290 0.51318752 8.96028320 8.59357339 9.31194172 11.87477814 7.74522119 12.29674380 8.63904364 -1.07187607 10.96475441 0.92819975 0.00000000 0.02342600 1.03750000 0.98101000 0.02412700 0.02412700 0.00972760 0.00861350 -0.51094000 0.18935000 0.18147000 0.00444110 0.01447000 0.00041593 -0.57437000 -0.50654000 3.65690000 0.00610900 0.00610900 -0.30847000 -0.26757000 -0.00622860 -0.02054900 0.00485790 0.00485790 -0.08612000 -0.01174900 -0.01174900 -0.03585700 -0.00761010 -0.00761010 0.49510000 -0.51115000 0.02342600 0.00180300 -0.52164000 -0.51745000 -0.51745000 -0.51053000 0.00972760 -0.49871000 -0.49871000 -0.48953000 0.01600600 0.02146300 -0.00180140 -0.53195000 0.00861350 0.00861350 -0.53185000 0.01056400 0.00041593 -0.00027724 -0.00027724 -0.00027724 -0.01119800 -0.50088000 0.00610900 -0.50256000 -0.50256000 0.00610900 0.00610900 -0.00622860 -0.00013862 -0.00013862 -0.02054900 -0.02054900 0.01743400 0.03199900 -0.08612000 -0.07294200 0.05908000 -0.01917700 -0.01917700 -0.01917700 0.000 0.000 -0.478 -0.477 0.000 0.000 -0.308 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.432 0.000 0.000 -0.485 0.000 -0.493 -0.493 0.890 0.000 0.000 0.000 0.000 0.000 -0.319 0.189 0.000 0.000 0.000 0.000 0.000 0.000 -0.478 -0.477 0.000 0.000 -0.308 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.432 0.000 0.000 -0.485 0.000 -0.493 -0.493 0.890 0.000 0.000 0.000 0.000 0.000 -0.319 0.189 0.000 0.000 0.000 0.000 10.766259 NA 9.693888 6.905517 11.215084 12.153439 11.466911 11.698075 7.652751 9.678107 11.544556 12.060576 8.316255 10.595792 12.725595 10.779986 4.807453 12.214291 9.498093 9.703024 10.280833 10.405490 10.900499 12.215426 12.354633 9.613862 -1.071876 2.387666 9.437023 9.143770 11.33258062 12.00254607 12.35240361 -0.07172444 11.49690604 10.31733087 15.39731660 9.70877714 6.30327663 9.11435167 9.42708652 12.23087625 9.31936278 8.56304828 10.17912783 8.39176171 3.51320016 11.11063168 8.49238679 9.15344487 13.13662411 0.92819975 10.30978032 10.82002104 6.03676266 7.84411696 1.51318752 10.59001547 NA 8.46156703 9.76665346 9.70302437 11.01669430 11.69103460 11.06586893 10.95890450 -1.07187607 -1.07187607 7.51695200 10.24338692 8.27696558 3.57208930 11.39787915 11.48689720 10.64076434 12.10207058 10.33603618 9.94921727 8.09062852 10.31210355 6.42808375 10.50519396 10.07544225 3.73558716 -1.07187607 8.65104487 8.86808111 9.86119022 9.91123093 7.35030187 10.65275115 4.65615883 TCGA-CN-A499 60 0 NA 717 head and neck stage ii t2 n0 mx female 2011 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 4 5 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 1.10969e-06 3.81456e-07 9.3995544 NA 10.6656624 -1.2460532 2.7539040 10.5812387 4.2133239 6.7425803 9.1191248 16.0797197 6.5352552 7.1070423 7.8960030 NA 9.7531913 9.6993398 5.4263218 2.7539040 11.4616865 9.5129520 -1.2460532 NA 7.1114477 1.3388522 10.9045953 NA 10.5844112 10.6327133 10.6184691 10.6660368 NA -1.2460532 2.3388522 9.2457390 -1.2460532 NA 14.1073875 4.2133239 9.3132731 11.4653479 7.7397381 4.3388594 12.3736575 NA NA 13.9666203 12.7000712 8.8780172 -0.2460532 10.7773038 6.6364173 11.3299079 5.9338039 6.4953626 NA NA 0.7538612 0.3389093 0.7538612 15.2194621 16.0449947 10.9931961 13.2348755 NA 1.9238338 10.7549523 NA 4.0018203 10.4430204 11.2326656 2.5612528 18.7153400 11.6545741 NA 1.7539040 -1.2460532 11.9077647 7.2497506 6.4192321 11.3272284 10.0656443 15.4027872 9.8426843 0.7538612 7.2852774 10.7189588 10.0171652 5.2296302 12.0421363 10.3950446 13.4312302 11.5008301 -1.2460532 8.3923320 11.3676855 8.0392980 NA NA 2.4543338 6.6056454 9.8071432 10.3945928 0.7538612 0.3389093 -1.2460532 8.4103208 NA 9.7088192 -1.2460532 12.9660124 9.2809526 10.5257981 -0.2460532 12.7860278 7.2616906 8.8715391 11.4886056 5.7982890 9.4629799 9.9426765 8.8253582 10.0959707 11.3166154 3.7538933 11.6329048 5.6846336 8.6180822 12.3182837 7.6211750 10.7450635 8.7581166 NA 10.6033011 NA -0.188480 -0.188480 1.095800 -0.201320 0.098552 -0.037078 0.070243 0.070243 0.157860 0.157860 0.157860 0.749750 0.749750 0.737960 0.707380 0.088258 0.063366 0.095406 0.102900 -0.280730 -0.280730 -0.222390 0.057083 -0.216640 -0.211690 -0.167150 0.081755 0.081755 -0.018216 0.092460 0.092460 0.071884 -0.188480 -0.188480 -0.188480 0.100720 0.115650 -0.554270 -0.525530 -0.191120 -0.191120 -0.191120 -0.191120 -0.201320 -0.201320 -0.227870 0.121080 0.070243 -0.544510 0.157860 0.749750 0.737960 0.092460 0.092460 -0.532970 0.088258 -0.528790 0.102900 -0.280730 -0.280730 0.186010 0.395080 -0.221210 -0.246550 -0.246550 0.057083 0.057083 -0.211690 -0.238400 -0.167150 -0.012162 -0.258300 -0.006580 -0.006580 -0.006580 0.000 0.000 0.000 0.000 0.140 0.140 -0.281 0.422 -0.221 -0.238 -0.238 0.000 0.000 -0.212 -0.212 0.000 0.000 0.000 0.000 0.000 0.000 -0.258 0.000 -0.188 -0.188 0.799 0.799 -0.191 -0.191 -0.201 -0.201 0.000 0.000 0.000 0.000 0.158 0.158 0.738 0.738 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.140 -0.281 0.422 -0.221 -0.238 -0.238 0.000 0.000 -0.212 -0.212 0.000 0.000 0.000 0.000 0.000 0.000 -0.258 0.000 -0.188 -0.188 0.799 0.799 -0.191 -0.191 -0.201 -0.201 0.000 0.000 0.000 0.000 0.158 0.158 0.738 0.738 0.000 0.000 11.236452 NA 10.274780 8.756711 11.915973 11.359369 11.180947 10.398654 8.329435 10.320901 10.121857 10.689429 10.340736 10.449124 12.159037 12.174119 5.020120 12.042136 10.907448 13.431230 11.347987 10.231148 11.936135 12.665136 13.436232 10.512536 -1.246053 NA 9.967608 10.288199 11.1963212 12.1074564 11.1015174 1.3388522 11.3048832 10.8828569 14.4618374 9.3796049 6.3686060 8.6411164 8.6861107 11.9407840 9.9298883 8.4629799 10.8786635 9.0881692 11.4616865 11.6896135 9.6165334 8.0462176 13.9666203 1.3388522 10.5446517 10.9931961 5.7080934 7.3199502 NA 10.1547755 -0.2460532 9.0006367 9.0404538 13.4312302 11.5008301 11.3907472 11.3676855 11.5142001 NA NA 8.2911145 9.2194624 6.8985542 3.2133317 9.7088192 11.6825994 10.5257981 12.0187784 10.8199852 9.9839165 9.5245599 9.9426765 6.1289347 9.8637266 9.9036431 4.8199849 NA 5.9827153 9.7243686 10.2891714 10.2286160 6.5020887 10.4364517 4.2774567 TCGA-CN-A49A 60 1 526 391 head and neck stage ivb t4b n0 mx male 2011 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 NA NA 2 3 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 3.467782e-06 1.179046e-06 10.2053150 2.4734233 10.3272597 4.6163871 6.4353619 10.8353742 4.5608922 6.3883135 9.9904435 14.4454528 7.6533395 10.0445509 7.7772113 -1.1115392 9.5758434 9.5617769 4.5031770 1.6958157 1.4734233 9.1529105 -0.1115392 1.8884608 14.2938088 8.1458557 11.7603731 0.4734233 10.2737911 10.7619119 10.4217975 10.2645932 5.2807856 1.9152532 6.6433555 8.5898436 3.6958268 5.4734298 13.7170506 5.2807856 9.2224841 11.6624312 7.5923711 8.2591552 11.2789055 5.4734298 3.0583858 11.8596521 12.2310982 9.7588325 NA 11.9434113 6.8016566 11.4239863 4.8192032 11.1645922 1.2103889 0.4734233 3.0583858 1.4734233 1.4734233 14.0464423 15.2365708 10.5210087 12.8825560 NA 2.9759236 10.2780992 4.8884656 2.9759236 8.8103088 10.6328813 -0.1115392 16.6858153 8.7495547 8.0432860 2.7953514 2.8884608 11.7419723 7.7495550 3.1363883 10.8783306 9.8265771 16.1719994 9.5287127 7.4658969 7.7619122 10.1956686 10.4962605 3.6433598 11.6092273 8.4846578 12.3531412 11.9309822 8.1340207 8.7355252 11.4098229 8.2438190 1.6958157 2.3478924 1.2103889 7.2635077 10.1645922 9.4139886 3.9328643 2.0583858 -0.1115392 8.6383374 -1.1115392 10.3742971 -0.1115392 12.5428801 9.9460400 9.9619400 2.3478924 12.9326058 6.9706167 8.1738700 10.5314221 8.8368349 8.3499473 10.6279236 10.2098323 12.5514699 10.0887534 3.5323294 10.0677550 8.2103962 7.8828215 11.3401941 8.2081397 11.5296164 8.9719473 1.4734233 10.6698276 0.8884608 -0.0244890 0.0056919 1.0680000 0.3296300 0.3695300 -0.0877120 0.3961200 0.5145500 -0.4373400 3.6569000 1.1671000 -0.0861200 -0.0074720 -0.0249350 0.5383700 -0.0020784 0.2730000 0.1296300 0.1296300 -0.3839200 -0.3880600 0.0305910 -0.0679830 0.0000000 0.0000000 -0.0421100 -0.0111980 0.3605100 -0.4582600 0.0865140 0.1560600 0.1656500 -0.0206870 -1.2897000 -0.4293400 -0.8744000 -0.4200800 -0.4253800 -0.0784110 -0.4322500 0.0199230 0.0199230 0.0151860 -0.0033243 -0.0335410 -0.0411590 -0.4305100 0.4054400 0.3807200 -0.4373400 -1.1119000 -0.0249350 -0.0047079 -1.2730000 -0.4225100 -0.0560380 -0.4211200 0.0398200 -0.4087100 -0.3909600 -0.4257100 0.6660400 0.0724350 -0.4285500 -0.4277800 0.3492500 -0.0679830 0.0000000 -0.0265770 -0.0571160 -0.3968600 -0.0154660 -0.3321200 -1.1644000 0.3669000 -0.423 -0.423 -0.421 -0.421 0.130 0.130 -0.384 0.740 0.000 0.377 0.377 -0.360 0.000 0.000 0.000 0.000 -0.355 0.156 0.156 0.000 0.361 0.000 0.352 0.000 0.000 -0.339 0.000 0.000 0.000 0.000 0.000 0.276 0.276 0.396 0.396 -0.437 0.271 0.000 0.538 -0.360 -0.146 -0.423 -0.423 -0.421 -0.421 0.130 0.130 -0.384 0.740 0.000 0.377 0.377 -0.360 0.000 0.000 0.000 0.000 -0.355 0.156 0.156 0.000 0.361 0.000 0.352 0.000 0.000 -0.339 0.000 0.000 0.000 0.000 0.000 0.276 0.276 0.396 0.396 -0.437 0.271 0.000 0.538 -0.360 -0.146 11.619787 2.473423 11.294806 4.932860 10.947812 11.421031 8.550246 11.509833 10.591939 10.164592 10.246570 12.545898 8.493947 10.670647 10.341224 10.596258 4.478532 11.609227 10.649188 12.353141 10.516002 10.336584 11.800047 12.031556 13.161681 11.703651 1.210389 5.427626 10.329337 9.347899 10.3793187 12.6827822 10.3026245 3.9328643 11.7709198 9.6001348 13.8036843 10.9125686 7.6698276 9.5050168 10.4682551 11.4578488 9.6254278 9.2547901 10.7425570 9.6982360 1.4734233 12.3898075 9.7142216 6.1458547 11.8596521 4.6163871 11.6014246 10.5210087 7.2764855 2.4734233 2.0583858 10.2531497 -1.1115392 9.7197750 9.2249743 12.3531412 11.9309822 10.2070107 11.4098229 11.1862439 2.6958157 -0.1115392 7.8751632 10.7599881 4.7953566 3.8884705 10.3742971 11.3937832 9.9619400 12.6233891 10.6316193 9.8743098 8.7998599 10.6279236 8.0608953 10.3401942 10.6545826 8.9969923 6.7464485 3.8884705 8.7800541 9.9646154 10.4149671 6.5679485 10.6796307 4.5323232 TCGA-CN-A49B 71 0 NA 904 head and neck stage iii t3 n1 mx male 2011 NA yes head and neck squamous cell carcinoma 40 1969 1 white not hispanic or latino 4 5 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 2.480378e-06 6.967354e-07 9.150534 NA 11.429034 NA 3.628132 9.774114 5.396810 5.517102 8.589209 16.968044 6.768065 8.077818 8.377073 NA 9.435489 9.259109 4.427834 3.827443 10.265564 9.070463 1.458224 NA 9.294260 8.944709 10.806200 NA 10.304744 10.528777 10.111651 10.221975 NA NA 2.458198 7.988577 NA NA 13.374400 3.573690 10.014715 10.494383 8.038154 5.282636 12.081481 0.458172 -0.126738 12.989997 13.024422 8.476873 NA 11.371099 3.517099 11.127685 5.680603 6.022994 NA NA NA 3.573690 0.873262 16.481689 16.650675 10.658290 11.184427 NA 2.332679 10.177598 0.873262 2.458198 8.493467 11.403897 2.573690 18.360590 11.053467 -1.126896 -0.126738 0.458172 11.421346 7.097248 6.324458 10.910358 10.762751 14.894335 9.344922 2.043169 2.573690 11.111353 9.365100 4.043169 12.367467 10.755126 11.105668 10.188963 NA 8.654607 11.069849 5.381041 -1.126896 NA 0.873262 7.461961 9.064306 9.512588 -1.126896 0.873262 NA 7.450676 NA 11.040665 NA 13.118577 9.348392 11.423753 3.332679 12.881588 5.743612 8.274126 11.475946 6.204164 9.164417 10.069664 7.163265 11.061836 9.799543 1.195159 11.392883 5.102066 7.097248 10.310999 8.137689 12.058432 8.130634 NA 9.542132 NA -0.17677000 -0.16281000 0.67141000 0.12335000 -0.01009400 -0.01009400 0.20228000 3.19240000 -0.57140000 0.19071000 0.18889000 0.09827000 0.09827000 0.09827000 0.08994500 0.00069327 3.65690000 0.45649000 3.65690000 0.10089000 0.10089000 -0.01312700 -0.03108600 -0.09538400 -0.09538400 -0.04185000 0.00263570 0.00263570 0.43851000 0.00000000 0.00000000 0.63445000 -0.16281000 -0.16281000 -0.16281000 -0.66686000 -0.66857000 -0.66857000 -0.66857000 -0.32925000 -0.32925000 -0.32925000 -0.32925000 0.12335000 0.12335000 0.11594000 -0.01009400 -0.35202000 -0.33779000 -0.60253000 0.09827000 0.09827000 0.09507200 0.09507200 0.09507200 0.00069327 -0.66809000 -0.19224000 0.06894800 0.08290900 0.00444110 0.00444110 -0.02181500 -0.01009400 -0.01009400 -0.03108600 -0.03108600 -0.09538400 -0.12421000 -0.02342900 -0.04185000 -0.66365000 -0.56196000 -0.56196000 0.43851000 0.000 0.000 0.000 -0.657 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.665 0.000 -0.169 -0.169 -0.669 0.003 -0.329 -0.329 0.123 0.123 0.000 0.000 -0.143 -0.345 -0.383 0.189 0.000 0.000 -0.562 0.439 0.000 0.000 0.000 -0.657 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.665 0.000 -0.169 -0.169 -0.669 0.003 -0.329 -0.329 0.123 0.123 0.000 0.000 -0.143 -0.345 -0.383 0.189 0.000 0.000 -0.562 0.439 10.705741 NA 9.939565 7.063071 12.848737 10.275715 10.449259 11.438587 8.737433 9.508058 10.995751 10.964352 9.492550 10.630637 12.693226 12.255601 4.966850 12.367467 9.767307 11.105668 10.072306 9.913536 11.446657 13.063135 13.309893 11.605626 1.195159 1.680594 8.487957 9.398768 11.135048 11.639983 11.125321 NA 11.145585 10.684220 15.240093 9.599465 7.278388 8.385000 6.981772 12.412163 9.421404 8.895615 10.937313 9.809885 10.265564 10.495299 9.036896 7.584053 12.989997 2.458198 10.271991 10.658290 4.573684 6.718737 1.458224 9.793600 0.458172 9.115230 10.105668 11.105668 10.188963 10.761990 11.069849 11.367602 NA 2.680594 8.757417 8.981771 5.348979 5.299512 11.040665 10.835420 11.423753 12.532239 11.559528 10.595200 9.038154 10.069664 7.033118 10.824896 9.968644 2.043169 0.458172 8.431668 9.893289 9.428795 9.194047 7.611339 9.992188 3.265557 TCGA-CN-A49C 67 0 NA 645 head and neck NA tx nx mx male 2012 NA yes head and neck squamous cell carcinoma 45 1964 NA white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1.387113e-06 9.016233e-07 9.1390819 NA 10.7680381 -1.1347938 4.6466465 10.1973227 8.0501616 5.2915520 8.9711946 14.9039909 6.6661856 8.4781548 8.6515558 NA 9.5949070 10.2479102 5.2051344 6.2915501 12.6488984 9.1928390 0.4502743 NA 2.0352016 4.9313758 10.7830312 NA 10.1114329 10.5257278 10.6858640 10.2543797 NA NA 2.4502479 8.8313158 NA NA 13.1639932 3.9096771 9.5974537 10.4169944 7.6466458 3.7232637 12.0281495 1.6726516 NA 10.9656200 13.3652566 8.6678027 3.4502479 11.7504105 8.8999475 11.4658960 7.1414103 5.0551089 NA NA NA 3.5091384 1.6726516 13.2493907 13.4864068 9.6806695 12.1751888 NA 1.8652854 9.2403255 -1.1347938 2.8652854 9.2457474 11.6940177 NA 18.2686624 9.9790284 NA -0.1346354 NA 11.4032326 6.6134786 3.8194843 10.0879664 10.4619419 14.6372656 8.7540293 2.4502479 5.9527482 11.2242121 10.1355816 2.4502479 12.5090184 8.6134790 11.3384846 11.2140143 NA 8.5073380 10.8716123 6.1132129 NA NA 1.6726516 7.3531265 9.0600431 8.8904257 NA NA NA 9.4150710 NA 10.8110958 3.7721813 13.1689243 9.4611403 10.6264219 -0.1346354 13.2342700 4.0352104 8.6201736 10.9018033 8.4726165 9.2217381 10.0900597 9.0625028 7.8793069 8.9151348 0.4502743 11.3443086 4.4198759 6.9313758 10.9770740 7.7930642 10.3596418 7.7930642 NA 11.3392456 -0.1346354 0.00513590 0.00513590 1.29490000 0.03524200 0.00555290 0.00555290 -0.09683600 -0.09683600 -0.05469000 -0.05469000 -0.05469000 0.24903000 0.24903000 0.00750000 0.67567000 -0.79403000 3.65690000 0.00680440 -0.00252090 -0.79536000 -0.79536000 -0.00041585 3.65690000 0.01028500 0.01028500 -0.07441000 0.00638710 0.00638710 -0.05010000 -0.03340500 0.01181800 0.01181800 0.00513590 0.00513590 0.00513590 -0.25323000 -0.25323000 -0.24825000 -0.24825000 0.00000000 0.00000000 0.00000000 0.00000000 0.03750000 0.03474300 0.02356600 0.00555290 -0.09683600 -0.09683600 -0.05469000 0.00750000 0.00750000 -0.00719580 -0.00719580 -0.00857660 -0.79403000 -0.79260000 -0.00252090 -0.80377000 -0.79536000 0.00208050 0.00208050 -0.00041585 -0.00788800 -0.00290910 -0.03762600 -0.02425100 0.01028500 -0.82472000 -0.07441000 -0.05212600 0.02314500 -0.05010000 -0.05010000 -0.05010000 0.000 0.000 -0.794 -0.794 0.000 0.000 -0.795 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.047 1.295 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.794 -0.794 0.000 0.000 -0.795 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.047 1.295 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.0971074 -1.1347938 10.3460563 5.9313758 9.6750543 9.6059102 10.5748009 17.9017684 7.2618909 9.4436589 10.6637580 11.0213693 8.2725537 9.9652914 12.3189427 10.9259821 4.8340690 12.5090184 8.5880936 11.3384846 10.9845516 9.6193385 11.7462089 12.2592035 13.1276013 11.5989371 -1.1347938 0.4502743 10.2554552 9.4332422 11.089891 11.434192 11.626630 -1.134794 11.175331 10.401048 14.858063 9.499190 7.494643 7.435142 8.939428 12.418315 9.709757 9.272554 9.187214 9.094105 12.648898 10.703308 10.387868 7.784149 10.965620 3.113217 9.861760 9.680669 5.646647 6.324717 3.672640 9.720933 -1.134794 8.035211 7.801924 11.338485 11.214014 10.872313 10.871612 9.865286 -1.134794 NA 7.576093 9.340006 6.450248 2.324724 10.811096 10.481376 10.626422 12.167068 10.859993 9.916495 7.593207 10.090060 6.989407 10.630987 9.135582 3.324724 NA 10.870911 9.787313 9.594907 9.000995 7.636775 9.818755 6.248990 TCGA-CN-A63T 60 0 NA 225 head and neck stage iva t3 n2b mx male 2011 NA yes head and neck squamous cell carcinoma 46 1965 0 white not hispanic or latino 2 2 NA NA 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 1 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7.386376e-06 2.462125e-06 8.6513377 NA 10.5406546 1.6938103 3.4714346 10.5034744 7.9739292 6.2351948 9.0412843 16.5139359 7.6245586 8.8406624 8.0934804 -1.1134108 8.9923747 10.1194867 5.1902474 3.9308603 10.3952514 8.9185118 NA -1.1134108 5.7066438 8.1485610 10.5641858 NA 10.2307621 10.1200858 10.5180980 9.9706102 NA -1.1134108 2.0563754 8.5717932 7.5869058 NA 11.8473731 4.8864672 10.4713911 10.6849380 9.9552445 5.9949915 11.6665958 3.0563928 -0.1135669 11.8933182 10.1839556 8.3601720 1.2083924 11.6764073 8.2880710 10.8101650 6.4410551 6.2173839 0.8864331 NA NA 1.8864721 1.8864721 15.9784896 16.2387580 11.4655464 12.3064264 NA 2.3459073 11.0722708 NA 2.0563754 8.8348335 11.3205731 0.8864331 16.7781906 11.0870583 NA 1.2083924 2.5869088 11.5495795 7.3499906 6.7812836 10.7599948 10.4951831 14.7780116 9.4391352 6.3294089 3.5303205 12.1777808 9.7911008 3.9739327 13.1218769 9.4467990 10.5588915 10.9342717 -0.1135669 8.7082400 10.6954303 7.8083072 NA -1.1134108 1.6938103 7.3417937 8.9712745 9.3902919 2.0563754 5.7066438 0.4714476 6.7506521 NA 10.4695489 5.6546503 12.6294071 9.0501411 10.1993492 -1.1134108 12.9770748 3.6413495 8.5393112 11.6946259 7.4372128 8.9349531 9.4865370 8.7614475 11.1155854 11.1367646 -0.1135669 9.8164642 6.1625907 7.0260176 11.0358958 8.0538841 11.1077512 8.7903482 NA 10.6885786 0.8864331 0.1118000 0.1194900 1.1184000 -0.0921870 -0.1712400 -0.1712400 0.1620800 0.1620800 0.5681300 0.5681300 1.4779000 -0.0097916 -0.0097916 0.1105500 0.7049800 0.2104200 -0.1115300 0.1487800 0.1487800 -0.2721000 -0.2721000 -0.0977330 -0.0595120 0.4316200 -0.3780600 -0.3828900 0.1719900 0.1719900 0.0832260 -0.1009000 -0.1009000 -0.1009000 0.1118000 0.1118000 0.1194900 -0.3870300 -0.3870300 -0.3870300 -0.3870300 -0.1224900 -0.1224900 -0.1224900 -0.1280800 -0.0921870 -0.0921870 -0.0921870 -0.1712400 0.1620800 0.1620800 0.5681300 -0.0026285 0.1105500 0.2618800 0.2618800 0.2618800 0.0000000 -0.1115300 0.1487800 -0.2721000 -0.2721000 0.3473300 0.3473300 -0.0977330 -0.1044500 -0.1044500 -0.0595120 -0.0595120 -0.3780600 -0.3780600 -0.3828900 0.1268500 -0.3797500 0.0231730 0.0231730 0.0231730 0.262 0.262 0.000 -0.112 0.149 0.149 -0.272 0.347 0.000 -0.103 -0.103 0.000 0.000 0.432 -0.378 0.127 0.127 -0.101 -0.101 0.172 0.172 -0.380 0.000 0.112 0.112 -0.089 0.298 -0.122 -0.122 0.000 0.000 -0.134 0.000 0.162 0.162 0.568 0.568 0.000 0.111 0.000 0.000 0.262 0.262 0.000 -0.112 0.149 0.149 -0.272 0.347 0.000 -0.103 -0.103 0.000 0.000 0.432 -0.378 0.127 0.127 -0.101 -0.101 0.172 0.172 -0.380 0.000 0.112 0.112 -0.089 0.298 -0.122 -0.122 0.000 0.000 -0.134 0.000 0.162 0.162 0.568 0.568 0.000 0.111 0.000 0.000 10.5668257 -0.1135669 9.5938512 5.8172037 10.9212652 9.8449971 10.7576014 11.6369638 9.6930157 9.3942607 10.9565871 10.7487161 8.1414946 10.0638858 11.0744368 10.2878790 4.2337807 13.1218769 9.3345826 10.5588915 10.7649004 10.2179430 11.5553511 13.0123034 13.6844823 11.5105762 -0.1135669 2.4714216 9.7521995 9.9116058 11.0086471 11.9067517 10.4761174 1.2083924 10.7362622 10.9639495 14.9536673 9.2990360 6.5659459 9.4779885 8.0311244 11.8086789 9.3114618 8.6007117 10.7587563 9.2296518 10.3952514 10.6275117 9.3325155 8.4544223 11.8933182 1.2083924 10.3278542 11.4655464 5.7568312 7.4789233 -0.1135669 9.0563911 -1.1134108 8.7272442 10.2151411 10.5588915 10.9342717 10.7498781 10.6954303 11.3216155 3.7933549 0.8864331 7.2992474 9.6694644 7.8808196 3.9739327 10.4695489 11.3399940 10.1993492 12.6445853 10.9518823 10.5786457 8.9752544 9.4865370 8.3479455 9.3601720 9.8751508 5.3127305 -1.1134108 6.9363152 9.8694954 9.6413536 9.5650663 5.8637452 10.5433379 4.9949915 TCGA-CN-A63U 50 0 NA 964 head and neck stage iva t3 n2b mx male 2011 NA yes head and neck squamous cell carcinoma 25 1986 0 white not hispanic or latino 2 2 NA NA 2 2 2 2 3 2 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 1 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 4 0 5 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 3 0 0 0 0 0 0 0 0 0 0 0 5 0 0 1.525824e-05 4.820217e-06 5.5633259 NA 11.6262205 1.6157929 1.6157929 9.9908317 5.7391757 3.7626358 9.2729831 15.8806747 6.4594890 3.8084365 9.3572593 0.3934162 8.8852528 8.6788022 5.3162326 1.6157929 6.7332499 8.6617467 NA NA 5.5766219 2.1303708 11.1359900 -0.1914914 10.1899803 9.5312448 10.6468534 8.3990245 -1.1916561 0.3934162 1.8084262 8.3811185 NA NA 11.2917493 3.9783604 8.7194248 10.7417592 5.1482874 3.6664158 10.9948611 1.1303379 2.7153223 11.2588754 10.9370761 8.6895515 -1.1916561 11.9694117 9.2003790 11.6960388 5.3782931 6.2262908 -1.1916561 NA -0.1914914 3.3934025 3.8084365 15.8938049 15.5222780 10.1122181 11.7183304 NA 0.3934162 10.6757161 NA 0.8084262 8.6971806 11.3521942 NA 18.2681271 7.8308055 -1.1916561 0.8084262 1.3934162 11.1317736 5.8196656 2.6157929 10.4234646 11.3117662 13.9477489 9.3858663 -0.1914914 3.9783604 11.2239151 9.5269702 0.3934162 12.5407108 10.1173452 9.2962773 10.5406048 NA 8.8027907 10.1331805 2.2678653 NA NA 0.3934162 7.6190087 9.1053536 9.4648622 5.7391757 4.7391730 -0.1914914 7.7332499 NA 9.5201044 8.8446110 12.2972817 8.2080997 11.1910614 3.5088723 12.3540052 8.6286161 8.2821432 10.6294140 5.2347006 9.4540959 9.4176623 8.0587359 7.3162317 7.7002212 1.9783787 9.1571655 4.2678653 9.1224540 10.9926928 7.5566302 10.1604808 7.9933126 -0.1914914 10.4540958 0.8084262 0.0141200 0.0000000 1.5917000 1.1933000 0.2627100 0.2627100 -0.5494000 -0.1053300 -0.1244000 -0.1244000 0.3425000 -0.5332200 -0.5332200 -0.5893600 -0.4872800 -0.5356600 0.2470800 0.2511300 0.0155550 0.2486400 -0.0186960 -0.2089000 0.3706000 3.6569000 -0.4992900 0.0671600 -0.1041400 0.1670800 -0.0185590 -0.0986160 -0.0996700 0.5862300 0.0141200 -0.0042239 0.0060393 -0.5479900 -0.5434200 -0.5096500 -0.5388000 -0.5407300 0.2982000 0.2982000 -0.5444300 -0.1764500 -0.2246600 -0.2084500 0.2898400 0.8555100 -0.1011100 0.3108900 -0.5332200 -0.0129200 0.5552200 0.3836100 -0.5291500 -0.5294600 0.2617600 0.0195720 -0.5675800 0.2635000 -0.4909400 -0.5804300 0.3192600 -0.5341400 -0.5341400 0.3706000 0.3706000 -0.5286400 -0.5286400 0.2156800 -0.1570100 0.2320200 0.0038158 -0.0722910 -0.0431270 -0.455 -0.455 -0.536 0.262 0.000 0.000 0.000 -0.469 0.319 0.240 -0.469 0.988 0.371 0.302 -0.226 0.000 0.000 0.000 0.586 0.167 0.167 0.232 0.000 0.000 0.000 -0.543 -0.543 -0.519 -0.519 -0.151 -0.151 0.263 0.263 -0.549 -0.124 0.189 0.314 0.000 0.000 0.000 0.000 -0.455 -0.455 -0.536 0.262 0.000 0.000 0.000 -0.469 0.319 0.240 -0.469 0.988 0.371 0.302 -0.226 0.000 0.000 0.000 0.586 0.167 0.167 0.232 0.000 0.000 0.000 -0.543 -0.543 -0.519 -0.519 -0.151 -0.151 0.263 0.263 -0.549 -0.124 0.189 0.314 0.000 0.000 0.000 0.000 9.4799785 0.8084262 9.5989813 4.2678653 10.0270006 7.7183301 8.9312652 12.4390458 11.8124822 8.3952771 10.6052881 11.3763934 7.6633055 10.0221492 5.0372548 10.5001809 4.4600610 12.5407108 10.4088149 9.2962773 9.8596463 10.7164546 10.6975610 13.2180431 12.5617586 12.8758717 1.9783787 3.2678653 9.0857247 9.8772156 11.3214246 11.3052911 11.9317505 1.6157929 10.7960566 11.3140008 15.3756763 8.4027618 7.9758554 9.5439934 8.1281093 11.9511826 10.5759887 8.5465295 9.8308051 10.3792418 6.7332499 10.0557716 9.1281096 6.1122185 11.2588754 0.8084262 9.0480359 10.1122181 6.5226835 4.4522923 1.1303379 8.1258500 -0.1914914 8.2472293 9.4166922 9.2962773 10.5406048 9.7857173 10.1331805 10.4874775 6.7032558 NA 8.9051526 8.9908318 5.1482874 1.6157929 9.5201044 11.2464494 11.1910614 11.7100585 10.7284179 11.4293444 8.6238208 9.4176623 9.8899208 10.6574515 10.3466263 0.8084262 NA 10.6421181 7.5660609 9.9771095 9.0166718 7.9299709 10.3344475 6.2841717 TCGA-CN-A63V 59 0 NA 679 head and neck stage iva t4a n0 mx male 2011 NA no head and neck squamous cell carcinoma 60 1981 0 white not hispanic or latino 3 2 NA NA 3 3 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.462125e-06 5.548451e-07 10.3499488 0.1656869 10.2917524 5.4510957 6.1880606 10.4136208 1.9730602 5.2317818 9.0979081 14.2616260 7.9071605 8.8239047 7.8274716 NA 9.4124339 9.0283307 5.0723417 3.7506601 7.8239047 7.2478421 NA NA 13.1727206 8.1572150 10.6675304 4.6575485 10.1557973 10.1783179 10.5558623 9.7067899 1.9730602 1.7506494 5.3154394 8.5805265 NA 2.4876150 11.0982772 6.1769211 9.5066561 10.6199926 8.6872938 8.1797136 12.2388307 4.3751437 NA 13.1486869 12.6508937 8.5644369 NA 10.0414426 8.5228714 11.6729924 5.6086378 7.9071605 -0.8341845 -0.8341845 0.1656869 NA -0.8341845 14.1234229 13.7693341 11.0306532 12.0182228 0.1656869 4.3751437 11.1447612 3.0725860 2.9730418 8.8816551 11.7741791 0.5825560 18.4421903 9.8301406 -0.8341845 2.9730418 1.7506494 11.1911790 8.2317823 5.2949772 10.5830975 10.6409201 15.5609764 8.9649750 5.4510957 7.2846344 11.4210170 9.9866700 4.2100849 11.8963523 8.6555411 12.3108294 11.5273630 0.7506922 8.6003214 10.5010836 7.6615487 3.3356119 NA 0.7506922 7.2263891 8.4921228 9.2975503 0.7506922 NA 2.7506494 2.1656869 NA 10.8622262 -0.8341845 13.2783771 10.6732006 10.7174016 3.6251302 13.8328048 9.1838934 8.0205616 10.9605153 9.2250377 8.4301360 10.2496180 9.7739480 12.5798500 11.1093070 1.1656869 10.8407682 6.7279354 9.0815726 11.1256952 8.2451781 11.5464249 8.6635453 1.4876407 11.1667496 2.7506494 0.00516450 0.00346870 0.00000000 -0.00512270 -0.00358590 -0.00358590 0.32914000 0.32914000 0.31787000 0.31787000 0.31787000 0.00208050 -0.00138580 -0.00138580 -0.00138580 -0.00235530 -0.00235530 -0.00152430 -0.00152430 0.30266000 0.30266000 0.00291330 0.00388540 -0.00027724 -0.00027724 0.27789000 0.00041593 0.00041593 0.04600300 0.00499690 0.00499690 -0.00609010 -0.37414000 0.00346870 -0.00340620 0.00000000 0.00000000 0.00000000 0.00000000 -0.01036900 -0.00828680 -0.00828680 -0.01945200 -0.00512270 -0.00512270 -0.00512270 -0.00013862 0.32914000 0.32914000 0.31787000 -0.00138580 -0.00138580 -0.00567570 -0.00567570 -0.00567570 -0.00235530 -0.00235530 -0.00152430 0.30266000 0.30266000 0.00000000 0.00000000 0.00291330 0.00319100 0.00319100 0.00388540 0.00583090 -0.00027724 -0.00027724 0.27789000 0.27789000 -0.01491600 0.05104700 0.05281000 0.04600300 0.000 0.000 0.000 0.000 0.000 0.000 0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.278 0.278 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.329 0.329 0.318 0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.278 0.278 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.329 0.329 0.318 0.318 0.000 0.000 0.000 0.000 11.2679971 NA 9.4583830 5.8239047 11.6880296 11.5229484 10.7932272 11.6042253 10.6179345 9.7174016 9.7674641 11.1783178 8.0452764 10.1242461 11.1350798 10.6965872 5.2696092 11.8963523 9.6292176 12.3108294 10.3573695 10.0314266 10.8674330 14.3003663 12.4697593 7.8239047 -0.8341845 5.1656949 9.2820373 10.1235208 10.5687054 11.9105271 8.7241141 2.7506494 11.3167099 11.1444038 14.5076624 8.9665931 6.8936134 8.5276369 8.9922419 12.8822984 9.2286030 8.2768288 10.2846344 10.2551438 7.8239047 10.1831977 8.8256893 5.1429729 13.1486869 4.8661315 10.3312285 11.0306532 7.2478421 5.0236723 2.6251302 9.6454736 -0.8341845 10.1818051 7.4230814 12.3108294 11.5273630 10.7904888 10.5010836 11.0494821 5.6414275 NA 7.8191119 10.2418408 4.6892544 1.9730602 10.8622262 11.2577897 10.7174016 13.0227996 10.2371557 9.9641651 9.0589948 10.2496180 8.0905057 11.1758717 10.3842565 2.3356262 NA 4.4876214 9.4843265 9.5940534 9.3078003 6.9794744 10.0680684 5.9205815 TCGA-CN-A63W 48 1 377 348 head and neck stage iva t4a n2c mx female 2012 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 NA NA 3 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 5 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 7 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.144368e-05 3.745205e-06 7.3232638 NA 10.3603343 0.3046279 2.8071076 10.3116273 7.3526323 4.5269952 8.8489205 15.9438705 6.6911810 7.9957621 8.4661519 NA 8.6265282 9.4218103 5.0771874 0.3046279 2.3045987 8.0393095 -1.2803346 1.0415934 5.9484560 4.8895612 10.6763766 NA 9.9881795 10.3027203 9.9663781 9.2500437 1.3046279 2.0415584 2.4200781 9.2232546 1.7196216 NA 13.5973051 4.3045987 9.8794206 11.1343227 10.7711864 6.2274330 12.0050397 1.5269702 -1.2803346 12.8189853 12.5987421 8.9131629 NA 12.3295088 9.0735782 11.3666461 6.9911000 4.2431968 1.7196216 5.4475594 -1.2803346 1.7196216 1.5269702 16.0692983 16.4979315 11.0780140 12.0395918 NA 2.1790651 11.4818119 -1.2803346 0.3046279 8.3760624 11.0738869 1.3046279 18.1707520 9.0154064 4.1459057 -0.2803346 0.7196654 11.6227662 6.0142593 5.3045987 10.3959428 10.4479832 15.0262867 9.4644714 6.4061387 5.8176693 12.0723707 9.3315845 1.0415934 11.8679488 8.9980869 10.6373826 10.7447771 NA 8.4778606 9.6990628 7.5961547 -1.2803346 NA -0.2803346 7.8617445 8.8744555 8.8017866 NA 3.0415584 2.8071076 7.2549133 NA 10.2674960 7.9412249 12.9554274 9.0230873 10.3097567 2.3045987 12.6881243 7.9770251 8.5286018 11.0845929 6.0505539 9.1553078 9.7790428 8.9887642 9.0892349 10.5596286 1.0415934 7.5140536 8.8411709 9.2732669 10.9934331 7.8920649 11.9309174 8.6562754 0.3046279 10.0511143 -0.2803346 0.143990 0.143990 0.819230 0.891060 0.105850 0.105850 0.203050 0.203050 -0.067190 0.962060 0.643780 -0.660490 -0.660490 -0.676060 0.509150 0.028200 0.028200 0.055230 0.055230 0.120810 0.116970 -0.291180 0.869900 1.003600 0.154570 0.013632 -0.284060 0.083776 -0.085988 -0.019389 -0.172970 -0.115210 0.143990 0.143990 -0.658640 -0.655100 -0.655100 -0.655100 -0.666330 -0.250070 -0.250070 -0.250070 -0.250070 -0.654820 -0.654820 -0.654820 0.100740 0.203050 -0.679850 -0.133290 -1.292900 0.509150 -0.301680 -0.301680 -0.071739 0.028200 0.028200 0.055230 -0.673770 -0.651650 0.366740 0.321250 -0.523990 0.125200 0.125200 -0.128620 0.339820 -0.668270 -0.668270 0.013632 0.026373 -0.237890 -0.085988 -0.085988 -0.085988 -0.230 0.000 0.000 0.000 0.000 0.000 0.117 0.350 -0.520 0.000 0.000 -0.129 0.211 0.987 -0.514 0.000 0.000 -0.115 -0.115 -0.284 0.000 -0.238 -0.168 -0.515 -0.515 -0.653 -0.653 -0.250 -0.250 0.236 -0.655 0.106 0.106 -0.448 -0.448 0.000 0.644 -0.660 -0.151 0.000 0.000 -0.230 0.000 0.000 0.000 0.000 0.000 0.117 0.350 -0.520 0.000 0.000 -0.129 0.211 0.987 -0.514 0.000 0.000 -0.115 -0.115 -0.284 0.000 -0.238 -0.168 -0.515 -0.515 -0.653 -0.653 -0.250 -0.250 0.236 -0.655 0.106 0.106 -0.448 -0.448 0.000 0.644 -0.660 -0.151 0.000 0.000 10.6007514 6.5651280 10.0745755 4.2114873 11.2878311 10.8563019 10.4030708 12.6429650 9.2837871 8.4509564 10.3311234 11.1124916 7.4373143 10.3907362 12.0869157 10.2446689 5.8205109 11.8679488 7.9436389 10.6373826 10.3973572 10.3106923 11.6670918 13.2342671 13.1977119 10.2956493 0.7196654 2.8895709 9.9746661 9.7742418 9.9508587 13.4483552 10.6265281 -0.2803346 11.1800934 10.0782887 14.7406148 9.4894753 5.5525277 9.7420054 8.6205043 12.9531074 8.7401869 9.2392737 10.5662993 10.0578167 2.3045987 10.5690426 8.7294661 5.4878207 12.8189853 2.3045987 10.6072389 11.0780140 6.2894933 5.8895636 0.3046279 9.2951768 NA 8.7776291 8.7111593 10.6373826 10.7447771 10.5326170 9.6990628 11.2052153 NA NA 5.6854216 8.8268545 4.8489183 3.4200781 10.2674960 11.2720665 10.3097567 12.4074506 10.8936269 10.4766107 8.8437587 9.7790428 8.5382196 10.7571845 9.3027203 -1.2803346 -1.2803346 7.3343475 8.8776663 10.1656869 9.6250246 6.4811891 8.8870558 6.7475432 TCGA-CN-A63Y 46 0 NA 504 head and neck stage ii t2 n0 mx male 2012 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 5 NA NA NA NA 1 3 2 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 3.734502e-06 1.755773e-06 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.00083160 -0.00083160 -0.00097017 -0.00741030 0.00069327 0.00069327 -0.00166290 -0.00166290 0.00000000 0.00000000 0.00000000 0.00288510 0.00288510 0.00288510 -0.41641000 -0.43246000 -0.43246000 0.01586600 0.00277450 0.26592000 0.26592000 0.00903120 0.01936300 -0.00440390 -0.00440390 0.01824300 0.01600600 0.01600600 1.22860000 0.00842000 0.00842000 0.00842000 -0.00083160 -0.00083160 -0.00083160 -0.00097017 -0.00097017 -0.00097017 -0.00097017 -0.00346270 -0.01243800 -0.01243800 -0.01243800 -0.00741030 -0.00741030 -0.00512270 0.00069327 -0.00166290 -0.43474000 0.00000000 0.00288510 0.00288510 0.00166420 0.00166420 0.00166420 -0.43246000 -0.43246000 0.00652620 0.26592000 0.26592000 -0.00097017 -0.43409000 0.00875280 0.00847430 0.00847430 0.01936300 -0.42887000 0.00166420 0.00131260 0.01824300 0.01824300 0.03411300 -0.02137300 -0.02137300 -0.02137300 0.000 0.000 -0.432 -0.432 0.000 0.000 0.266 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.432 -0.432 0.000 0.000 0.266 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-CN-A640 40 1 134 NA head and neck stage iva t2 n2b mx female 2012 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 4 1 NA NA NA NA 3 1 2 1 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 2.254058e-06 6.588786e-07 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.00290910 -0.00290910 0.01126100 0.00069327 0.10453000 0.10453000 3.65690000 0.00068383 -0.31774000 0.59215000 0.61190000 0.31322000 0.30683000 0.30683000 0.31835000 0.04202400 0.04202400 0.01084200 0.00235810 -0.06262900 -0.06262900 -0.04981900 0.01433000 -0.23582000 -0.23582000 -0.01477800 0.01223700 0.01223700 0.01293400 -0.07521100 -0.07521100 -0.13368000 -0.00290910 -0.00290910 -0.00290910 -0.31050000 -0.31050000 -0.31050000 -0.31050000 -0.00277070 -0.00277070 -0.00277070 0.03059100 -0.00097017 -0.00097017 -0.00097017 -0.15269000 0.00444110 0.00444110 -0.31774000 0.30683000 0.30683000 -0.08253500 -0.08253500 -0.08253500 0.04202400 0.04202400 0.00235810 -0.06262900 -0.06262900 0.29024000 0.29024000 -0.04981900 0.00069327 0.00069327 0.01433000 0.01433000 -0.23582000 -0.23582000 -0.01477800 -0.01477800 0.00000000 0.01293400 0.01293400 0.01293400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.290 0.000 0.000 0.000 0.000 0.000 -0.236 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.310 0.000 0.000 0.000 0.000 0.000 -0.153 -0.048 0.000 0.000 -0.318 0.612 0.307 0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.290 0.000 0.000 0.000 0.000 0.000 -0.236 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.310 0.000 0.000 0.000 0.000 0.000 -0.153 -0.048 0.000 0.000 -0.318 0.612 0.307 0.307 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-CN-A641 47 0 NA 367 head and neck stage iva t4a n2b mx male 2012 NA yes head and neck squamous cell carcinoma 15 1982 0 white not hispanic or latino 1 2 NA NA 3 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6.346041e-06 2.21938e-06 6.2335564 NA 10.5102404 -1.2820878 3.1772959 10.1885157 8.3814149 4.4992145 8.8342008 14.1554463 7.3581017 7.2492386 9.0352695 1.0397701 9.2705259 9.3680109 5.5882229 4.2724488 10.3814149 10.1414979 NA NA 2.7178464 3.7178573 11.3776297 -1.2820878 10.5336403 10.7040543 10.9872757 9.7079608 1.0397701 -0.2820878 0.3028747 8.1437021 0.3028747 NA 11.1117834 4.3028162 10.2024783 11.0310232 8.6307462 4.9076791 12.6853532 NA 0.7178245 11.4951121 11.3254183 8.6500716 -1.2820878 11.6695058 8.8667655 11.3982163 5.4992177 4.2414207 -0.2820878 NA -0.2820878 2.6247560 2.1772800 13.4711780 14.0997042 10.0582633 12.2712461 NA 3.3617122 10.9942720 -1.2820878 0.7178245 9.3964569 13.4227871 NA 17.2316152 9.0710035 5.0577059 -1.2820878 NA 11.7557469 5.9370242 8.8561286 10.8459446 10.8191759 14.3114521 9.9027321 5.9562611 2.5252170 11.6126745 9.2127123 1.7178683 13.1235241 9.9039710 11.0685197 12.3107809 NA 8.6367200 10.3145124 7.3508517 NA NA -1.2820878 7.9799516 9.3964569 8.7318773 0.3028747 3.6247443 0.7178245 7.1854622 NA 10.3408237 8.4355332 13.2163320 9.6527270 8.6247472 2.4182979 12.7884809 -0.2820878 8.6396978 11.4823137 5.8574088 9.3733874 9.7780798 8.4525662 9.0841791 9.6172136 2.8877787 9.3751752 4.8053183 7.4148239 10.7336202 8.3344056 12.4394900 8.4843855 NA 12.7052984 NA 0.00110930 0.00000000 0.90432000 0.01894300 -0.23545000 -0.58196000 0.60774000 0.60774000 -0.25261000 -0.25261000 -0.25261000 -0.59136000 -0.59136000 -0.59039000 0.01488800 -0.21462000 -0.21462000 0.02665400 0.02665400 -0.02917500 -0.02917500 0.01195800 -0.04319500 0.74670000 2.03870000 -0.76029000 -0.00013862 -0.00013862 -0.08943400 -0.03817000 0.02230400 0.04160000 0.00110930 -0.65957000 0.00000000 -0.66430000 -0.66430000 -0.66430000 -0.66430000 -0.66077000 0.03594700 0.03594700 0.02006300 -0.22601000 -0.22601000 -0.22601000 -0.21651000 0.60774000 0.60774000 -0.25261000 -0.59039000 0.01488800 -0.02246900 0.00458000 0.00458000 -0.03013100 -0.21462000 -0.00761010 -0.05501600 -0.02917500 0.03942200 0.05708300 -0.60235000 -0.04156700 -0.04156700 -0.04319500 0.61897000 -0.64424000 -0.65453000 -0.76029000 -0.10841000 0.00388540 -0.09551600 -0.09551600 -0.08943400 0.000 0.000 0.000 -0.184 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.619 0.102 -0.644 1.210 1.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.664 0.000 -0.661 0.000 0.000 -0.226 0.160 -0.582 0.608 0.608 -0.253 -0.253 -0.590 0.000 0.000 0.000 0.000 0.000 0.000 -0.184 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.619 0.102 -0.644 1.210 1.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.664 0.000 -0.661 0.000 0.000 -0.226 0.160 -0.582 0.608 0.608 -0.253 -0.253 -0.590 0.000 0.000 0.000 10.0759585 0.3028747 10.3205741 4.5252107 11.6191008 10.5515020 11.8364735 11.7171522 7.6633005 8.3742818 11.3621637 10.6326156 7.1772880 9.9568585 12.6209854 11.1280431 6.0907222 13.1235241 8.7608839 11.0685197 10.5223912 9.6126745 11.0081637 13.0634762 13.0453392 11.0571501 -0.2820878 3.8053234 9.5252117 9.9339963 10.4415177 12.0157761 9.9267007 0.7178245 11.4721180 10.7976748 15.1062762 9.9916524 6.6893998 8.2743628 7.9514765 10.6782208 8.4191112 9.1069502 10.2724456 9.3371598 10.3814149 10.7660030 11.0999404 7.2724460 11.4951121 3.3617122 10.4346763 10.0582633 6.2335564 4.6951364 2.8877787 10.0284696 NA 9.6508096 7.6035529 11.0685197 12.3107809 11.2526460 10.3145124 11.4353190 1.0397701 NA 6.6836417 9.4959340 6.3617122 2.7178464 10.3408237 11.6262494 8.6247472 12.8625150 10.9648942 10.5985882 7.4321026 9.7780798 7.9346026 9.6194779 7.2296091 -0.2820878 -0.2820878 7.5348406 8.0611314 9.9291368 9.8139130 5.8777271 10.0732078 6.6544943 TCGA-CN-A642 57 1 82 NA head and neck stage ivb t4a n3 m0 male 2012 NA no head and neck squamous cell carcinoma 5 NA 0 white not hispanic or latino 4 6 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 5 0 0 0 0 0 7 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.774226e-06 7.282342e-07 9.2318855 NA 11.2357795 0.4780917 4.3194156 10.6551159 -1.1068708 5.8000405 9.0891366 15.7054644 6.3194138 6.4930612 7.9885461 1.7004841 9.7704333 9.6354586 5.4323080 4.5935868 3.8000405 7.8818341 -0.1068708 NA 9.0029798 3.8473455 10.5620342 4.1410731 10.6138210 10.4424526 10.4108186 10.1820153 -0.1068708 NA 1.7004841 9.0252633 NA NA 13.4744086 5.1599359 10.5822736 10.4132767 7.5297741 5.9911817 10.4606301 0.4780917 NA 12.4866570 11.5735087 8.6142483 1.2150573 9.7734979 2.8931486 10.7561739 5.7635152 8.2507011 2.0630887 NA NA 2.3525891 2.8931486 14.3362193 14.7073055 11.0668264 12.2893526 NA 1.7004841 10.3794815 -0.1068708 1.4780917 8.5477853 10.7133282 2.5242643 16.8640361 10.8323611 NA -0.1068708 -1.1068708 11.3456479 8.5531451 5.5078581 10.4628482 10.5392578 14.6812557 9.6329298 2.2150884 2.8931486 11.6270119 9.5673414 3.3525749 11.6914023 8.3729295 12.4596790 10.7503527 NA 8.4912017 10.5535909 5.2150767 NA NA 0.4780917 7.5152007 8.2833181 9.0250061 NA 0.8931292 NA 2.0630887 -0.1068708 10.4113106 -0.1068708 12.6353534 10.3796323 10.2763135 3.4781176 13.6654122 3.5370102 6.9155173 11.5816181 5.9806126 8.7085325 10.4169954 7.3360923 9.6219200 11.5410573 1.2150573 11.0671386 5.6346165 8.4856063 11.1880571 8.7433359 12.4832684 9.0172705 -1.1068708 9.6287053 0.8931292 0.0062481 0.0066653 -0.0011087 -0.0113350 0.0000000 0.0000000 0.0015255 0.0015255 -0.0083005 1.2366000 1.2366000 0.5976400 0.5976400 0.6160700 0.6384400 -0.0055375 -0.0055375 0.0051359 0.0051359 -0.0081624 -0.0018014 0.0054139 0.0112610 -0.0062286 -0.0062286 0.0151680 -0.0030475 -0.0030475 0.0709600 0.0026357 -0.0012473 -0.0012473 0.0062481 0.0022193 0.0066653 -0.0011087 -0.0011087 -0.0011087 -0.0011087 -0.0088526 -0.0088526 -0.0088526 -0.0088526 -0.0122570 -0.0122570 -0.0216720 0.0000000 0.0015255 0.0015255 -0.0083005 0.6160700 0.6160700 0.0019418 0.0019418 -0.0031859 -0.0055375 -0.0055375 0.0051359 -0.0081624 -0.0081624 0.0048579 0.0048579 0.0054139 -0.0027707 0.0043041 0.0112610 0.0228650 -0.0062286 -0.0062286 -0.6836900 0.0151680 -0.0020828 0.0791590 0.0748780 0.0555660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.237 0.616 0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.237 0.616 0.616 0.000 0.000 11.0621347 NA 10.2200000 6.2418783 10.8400555 10.2352127 5.2854651 11.6219200 7.7005042 9.7109323 9.3969750 11.2465717 8.9497870 10.3840000 8.6956657 10.8290509 5.0487767 11.6914023 10.5558176 12.4596790 10.6613336 10.5060177 11.3186274 13.8976466 13.9338670 0.8931292 -1.1068708 5.3525820 9.9057737 9.2768535 10.7962779 11.6743040 9.1279667 -1.1068708 10.9078672 11.8875027 14.8512023 9.3515559 6.5152015 9.9029778 7.6646386 12.8371291 8.8478980 8.4381136 10.4414895 10.0250062 3.8000405 9.9538452 8.7370702 5.9484326 12.4866570 2.4781176 10.0282172 11.0668264 7.4515697 5.4009443 -1.1068708 9.0262913 1.2150573 9.0094933 7.5225062 12.4596790 10.7503527 10.4634793 10.5535909 11.2204211 3.3525749 NA 10.1825917 10.2268636 3.5370102 3.4781176 10.4113106 11.0860584 10.2763135 13.3424268 10.7538483 10.4506129 9.1797068 10.4169954 7.5115345 8.8804131 9.7940160 0.4780917 NA -1.1068708 10.8200159 9.9518174 9.3627909 6.5004802 10.0817380 4.6480340 TCGA-CN-A6UY 57 0 NA 713 head and neck stage iva t3 n2b mx male 2012 NA yes head and neck squamous cell carcinoma 40 1973 2 white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.10969e-06 5.895229e-07 11.5060544 NA 10.0611784 NA 3.1408277 11.5707553 3.2282954 5.4806755 7.8343124 15.8764873 5.8550703 6.7257875 9.3082437 NA 8.4739809 8.9625996 6.3502798 7.0416920 11.3392706 7.2388575 0.1407787 -0.8590905 2.9481897 10.4423217 10.4023328 NA 9.3207347 9.5764959 10.6857899 8.5816947 -0.8590905 -0.8590905 1.1408441 7.5662093 0.1407787 NA 12.9192107 8.0921102 9.4446062 9.3257010 7.2545676 3.1408277 10.3157512 0.7257848 NA 10.7936705 12.2587933 8.2981726 2.1408114 11.5767562 -0.8590905 9.5191204 5.0715610 5.9863154 NA NA NA 3.7846820 2.6002460 16.7781721 17.5552273 10.7342167 11.9193134 NA 1.1408441 10.8220639 6.6877200 -0.8590905 8.6525783 12.2728432 1.5303704 18.2688778 11.8139138 -0.8590905 -0.8590905 NA 10.5889419 6.5670906 3.9481803 9.3256513 10.8606422 13.8786538 8.1576339 1.1408441 1.7257848 11.9731222 10.0913814 1.9481897 11.4502990 12.2287855 11.2893021 9.6712318 NA 9.2055682 10.7801663 8.4604977 -0.8590905 -0.8590905 NA 7.5202038 7.2803773 9.8114818 2.4627591 0.1407787 0.1407787 9.6712318 NA 10.6195951 2.9481897 13.8195907 8.7746201 10.7751828 0.1407787 12.7574892 0.7257848 7.0173429 11.0073318 11.4259387 8.8026036 11.0837432 3.6002579 6.6877200 8.1436404 NA 11.8183250 4.1852164 8.6915722 10.9077685 7.8377932 11.5022211 7.9287280 NA 9.5212865 NA -0.0107840 -0.0107840 -0.0143660 0.8167000 0.0020805 0.0020805 0.0000000 -0.0114730 -0.0062286 -0.0062286 -0.0107940 0.0207630 0.0207630 0.0207630 0.0207630 0.0294660 -0.0172540 0.0048579 0.0048579 -0.0265320 0.0387710 -0.8301700 0.0410340 0.8844600 0.8304400 0.0090312 0.0284810 3.6569000 -0.0513240 0.0251100 0.0251100 0.0060238 -0.0107840 -0.0107840 -0.0107840 0.0146090 -0.8528900 -0.8593200 -0.0160170 -0.0228810 -0.0228810 -0.0228810 -0.0454990 0.8122000 0.8122000 0.8449200 0.0020805 -0.0114730 -0.0114730 -0.0062286 0.0207630 0.0207630 0.0190830 0.0190830 0.0190830 -0.8880400 -0.8523400 0.0023581 -0.0265320 -0.0265320 0.0141900 -0.8654000 -0.8301700 -0.8415800 -0.8415800 0.0385670 0.0410340 0.8304400 0.8304400 0.0090312 0.8542300 0.0172640 0.0070655 -0.0252650 -0.0513240 0.000 0.000 0.000 -0.835 0.000 0.000 0.000 0.000 -0.830 0.000 -0.842 0.000 0.000 0.830 0.830 0.000 0.845 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.817 0.817 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.835 0.000 0.000 0.000 0.000 -0.830 0.000 -0.842 0.000 0.000 0.830 0.830 0.000 0.845 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.817 0.817 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8159004 -0.8590905 9.6068919 6.0477151 8.0537147 9.2493370 8.1548460 12.1901636 6.7774500 10.0227043 11.1906741 10.3569651 9.9262781 9.4750989 10.3038461 10.9665794 4.0908280 11.4502990 11.0972017 11.2893021 9.9505937 9.4446062 9.5586780 13.6757588 12.6975711 10.6366805 1.4627329 6.5071477 9.0979276 9.4939723 10.6790145 11.2414879 13.8968084 1.7257848 10.4588034 11.3401912 14.6444299 7.6604616 10.8691712 8.9737154 8.2905728 13.3116113 8.5078470 9.2597666 11.8019356 9.9657843 11.3392706 8.3380424 10.2604151 9.4672550 10.7936705 5.8957122 8.6877200 10.7342167 7.2803773 7.0715632 0.1407787 10.0454602 -0.8590905 8.3232201 8.8203057 11.2893021 9.6712318 10.4823443 10.7801663 10.6833738 NA NA 8.1970840 11.5547179 11.8580735 1.9481897 10.6195951 9.6799844 10.7751828 13.0939307 11.6299209 10.0913814 9.3257010 11.0837432 9.1520528 11.2166389 8.1123691 0.7257848 1.9481897 10.7215552 11.4550972 9.0280461 7.3057325 8.2649469 9.4480263 7.1295107 TCGA-CN-A6V1 59 0 NA 603 head and neck stage iva t2 n2a mx male 2013 NA no head and neck squamous cell carcinoma NA NA 2 white NA 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 1.133965e-05 5.236351e-06 10.1320764 NA 9.7398073 -0.7328837 3.1740069 10.4200350 8.6399817 9.0220040 8.6933814 16.9920433 5.7100598 7.2839245 9.2386601 2.5890444 9.4594093 8.7203872 5.5708970 7.3860573 11.4404814 7.8062751 1.2671163 -0.7328837 1.2671163 7.4862848 10.4457813 -0.7328837 9.6849690 10.3957553 11.0480663 10.6685294 NA NA 2.7265479 8.4881237 0.8520788 NA 11.4432897 5.4370413 9.8299694 9.4357886 8.1770093 5.7749109 10.9723169 0.2671163 -0.7328837 9.3976870 12.0176141 8.7468969 7.6637210 12.9507691 3.6594337 9.9830785 5.3963993 7.9536168 NA NA 0.2671163 0.8520788 1.5890444 16.8775209 17.2036920 11.1660957 11.7933712 0.8520788 2.7265479 9.6334387 4.2671163 0.8520788 8.3912380 11.9454966 4.2213126 18.4317731 13.6819999 NA -0.7328837 2.8520788 10.5617373 10.1390218 4.0744712 9.9061767 10.8231435 13.9351150 8.7326830 4.7906782 5.0744712 11.7273164 10.0992154 1.5890444 12.4978875 9.5126692 11.3375729 10.7808441 2.5890444 8.9465967 10.4655615 5.1978536 NA -0.7328837 8.6114125 7.4420419 7.7017445 10.0848996 5.7100598 2.8520788 0.8520788 8.1619340 NA 10.5215547 1.2671163 13.4602568 8.4787373 9.8982936 2.0744712 13.5097696 4.2671163 7.2037542 10.9311192 8.2066960 8.5912972 9.8873821 6.5617370 8.2184015 9.8586389 0.2671163 11.3873544 6.6069663 7.8255370 10.6285121 8.9217526 11.4241476 7.0615321 1.2671163 9.8293590 3.4370413 0.00000000 0.00000000 0.11521000 -0.02072800 0.00027728 0.00027728 -0.08519200 -0.08519200 -0.00261580 -0.00261580 -0.00166290 -0.00166290 -0.00041585 -0.00041585 -0.00041585 -0.00788630 -0.00788630 0.00346870 0.00346870 -0.00498440 -0.00498440 -0.00083160 0.00499690 -0.00124730 -0.00124730 -0.00484610 -0.00761010 -0.00761010 0.01102200 0.00050088 0.00050088 0.00485790 0.00000000 0.00000000 0.00000000 0.11521000 0.11521000 0.11521000 0.11521000 0.00180300 0.00180300 0.00180300 0.00180300 0.00221930 -0.00027724 -0.00027724 0.00027728 -0.08519200 -0.08519200 -0.00261580 -0.00041585 -0.00041585 -0.00263220 -0.00263220 -0.00263220 -0.00788630 -0.00788630 0.00346870 -0.00207840 -0.00207840 0.00027728 0.00027728 -0.00083160 -0.00871460 -0.00871460 0.00499690 -0.01024200 -0.00124730 -0.00124730 -0.00484610 -0.00484610 0.01042400 0.02454800 0.02454800 0.00215260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.115 0.115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.115 0.115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9753383 -0.7328837 9.3008287 5.0220038 8.4983378 7.2727408 9.4066678 11.9824351 8.9483550 11.5484670 11.3850842 8.5777294 8.6529790 9.9457167 10.5799995 10.7564628 4.3609331 12.4978875 8.6658603 11.3375729 10.2621770 9.5617372 11.3234155 14.0343378 12.7854008 10.1451674 0.2671163 5.7906782 9.4028258 9.4667888 9.9109728 11.6936434 12.3963995 2.7265479 10.6637213 11.1285912 14.3864168 9.2486838 9.0984238 9.0517514 8.1126063 12.8944224 8.8794322 9.1188656 11.0439608 9.8014195 11.4404814 9.6529788 9.9975867 10.5582872 9.3976870 6.0615321 9.3782521 11.1660957 6.4667886 9.9342281 1.8520788 9.6679959 4.1740069 8.7709423 9.1558598 11.3375729 10.7808441 9.8558312 10.4655615 10.5368277 2.2671163 0.2671163 7.9571142 10.1882136 11.6799510 3.8520788 10.5215547 9.7255230 9.8982936 13.4513720 11.2118286 10.8725960 9.4066678 9.8873821 7.0808975 11.2451119 8.8614412 11.9060049 6.2671163 9.0402557 12.1313278 9.2727410 8.7183277 7.8520788 9.4445360 6.0872952 TCGA-CN-A6V3 61 0 NA 742 head and neck stage iva t3 n2b m0 male 2012 NA yes head and neck squamous cell carcinoma 40 1971 3 white not hispanic or latino 4 2 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 4 0 0 4 4 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 4 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 6.866208e-06 2.566159e-06 8.4002574 1.5816887 10.9064182 NA 2.1666512 10.9245832 8.3695777 6.2821154 8.7225050 16.6942062 7.0695153 8.5788546 8.4113979 2.8296060 9.2976371 9.5646687 5.4018557 4.4643154 11.4772504 9.8182874 -1.4185041 NA 2.2821136 9.0963892 11.5387771 -0.4183113 10.3764970 10.5995274 10.3252473 10.9721128 NA NA 1.7515923 8.9330780 1.9036168 0.9035782 12.8711177 5.8008430 9.3646733 11.5100084 7.7415465 4.7515976 12.0817701 3.8670761 0.5816887 12.8303439 13.7167430 8.7314222 2.0411028 12.1251903 6.8395339 12.1406936 7.1553222 6.0894706 -0.4183113 -1.4185041 -1.4185041 0.5816887 -0.4183113 15.3571942 16.6481841 11.0042656 12.4538690 -1.4185041 2.9035975 11.1162212 -1.4185041 0.1665869 9.2496736 11.3669232 2.0786440 18.6519402 10.6681431 -1.4185041 0.5816887 0.9035782 11.5445711 6.2541008 5.0894685 11.0660323 10.4177254 15.2557708 9.5936012 5.1362652 1.1666512 11.0269486 9.6829942 4.6477635 12.1002434 8.7212264 12.2310436 11.2762506 NA 8.5717792 12.1520052 5.0411072 NA NA 5.0735289 7.2541008 10.0497900 10.2201110 3.9739969 5.7715000 2.9739969 6.7109579 -0.4183113 11.1448714 5.4520386 12.4856511 9.9759180 11.2742906 4.5124102 13.1365637 4.9036023 8.8319735 11.1427243 7.0451994 8.8343405 10.5538867 8.8176894 8.5035161 11.5788546 0.9035782 9.7237758 5.6691373 8.9024755 11.4597260 7.9868165 12.3682510 9.7314222 -0.4183113 11.3964578 -0.4183113 -0.00443120 0.00249690 1.49910000 0.45462000 0.00124810 0.00124810 -0.00387790 -0.00596750 -0.01422800 -0.01422800 1.09450000 0.01600700 -0.34400000 0.55283000 0.55283000 -0.00207840 -0.00207840 0.00180300 0.00180300 -0.00719580 -0.02151000 0.00194180 -0.00232280 0.00402430 0.00402430 -0.01477800 -0.00124730 0.34665000 0.03891300 0.00097064 -0.34251000 -0.00443120 -0.32414000 0.00249690 -0.36363000 -0.55487000 -0.55487000 -0.55487000 -0.55487000 -0.35795000 0.00000000 0.00000000 -0.00069303 0.45462000 -0.31354000 0.17642000 0.00124810 -0.68897000 -0.00981850 -0.04020700 -0.34817000 0.55283000 -0.00526100 -0.00526100 -0.00747200 -0.00207840 -0.00719580 0.00180300 -0.00719580 -0.00719580 0.00027728 0.00027728 0.00194180 -0.00235530 -0.02630400 -0.00232280 0.00277450 0.00402430 -0.02205800 -0.55787000 -0.01477800 0.00722170 0.06479700 0.03354900 -1.21490000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.347 0.000 0.000 0.000 0.000 -0.555 0.370 -0.358 0.000 0.455 0.198 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.347 0.000 0.000 0.000 0.000 -0.555 0.370 -0.358 0.000 0.455 0.198 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.000 0.000 10.681023 NA 10.314517 6.991066 11.267300 11.630620 11.392648 11.727448 8.162876 9.612342 10.582538 11.387620 9.572488 10.713853 11.867944 10.641358 5.116173 12.100243 9.863026 12.231044 10.953996 10.381361 11.792346 12.700163 13.268559 9.496060 -1.418504 4.535873 9.714817 10.332801 10.5205196 11.9013472 11.5804418 1.5816887 11.6425399 10.8737091 14.8241215 9.9364754 6.9825544 8.5271188 8.4145652 11.3667188 9.7486729 8.4627889 10.4427426 9.0110819 11.4772504 11.1297745 9.0152606 9.8056768 12.8303439 2.1666512 10.4291240 11.0042656 4.8484627 6.7715000 1.1666512 10.8837428 0.1665869 9.4589592 8.2398868 12.2310436 11.2762506 10.4415981 12.1520052 11.6999673 3.4396497 -0.4183113 8.9069805 9.3298679 8.5460158 4.6901992 11.1448714 11.3521325 11.2742906 12.0697663 10.9702306 10.7406003 9.5830833 10.5538867 6.7764317 10.1193789 10.4310802 3.6260653 NA 9.2237269 9.7507984 9.4365435 9.7263333 6.6954176 10.3858061 4.9036023 TCGA-CN-A6V6 59 0 NA 635 head and neck stage iva t2 n2b mx male 2013 NA yes head and neck squamous cell carcinoma 90 1975 2 white not hispanic or latino 3 5 NA NA 2 1 3 1 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.288736e-06 9.363011e-07 9.9192002 -0.6467896 11.0763805 1.6750933 3.2600407 10.1088682 7.8767079 7.7667740 7.9267935 16.6568823 7.1796942 6.7794108 8.6339168 NA 8.8309043 8.9806800 5.4181596 4.1080309 12.5025757 8.6362345 0.9380976 0.3530974 4.9381070 9.3920651 11.4993966 0.3530974 10.0527186 10.6081747 10.2562747 10.7794108 -0.6467896 -0.6467896 2.5230601 9.4267388 -0.6467896 NA 13.8966613 7.7919378 9.2098362 10.7227435 8.5939375 6.1986356 12.9030511 2.5230601 NA 11.9317547 12.0686792 9.1345059 3.8125804 12.5648823 5.7363316 11.6155346 5.2111290 6.2838829 1.3531539 0.3530974 1.3531539 -0.6467896 1.6750933 15.4567179 15.7228143 10.2464476 12.8717993 -0.6467896 4.8767085 10.6052201 4.9381070 4.1080309 10.0768070 11.9868225 3.6700132 18.2664534 11.7537587 -0.6467896 1.3531539 2.9381164 11.2456889 9.6728183 5.7794121 11.0648389 10.4131665 14.6074366 9.2660355 3.7454632 4.9077367 10.9130011 9.9048544 5.2838847 12.5498604 9.9724491 11.8374656 11.9086939 NA 9.0793642 11.1059449 7.6974423 0.3530974 -0.6467896 3.8125804 7.9678562 9.2464478 10.0544526 3.8767036 3.9970033 NA 6.9456030 NA 9.7867316 5.3304257 13.1384964 9.2369501 9.6952208 3.2600407 13.2499515 4.6750763 8.5454391 10.9376389 8.3304262 9.7783620 10.4217498 8.4219243 9.2434104 9.9220523 2.8125804 11.3329285 6.4406084 8.3699545 11.9676259 8.3131479 12.3091592 7.9567722 NA 10.6818211 0.9380976 2.0623e-02 2.0623e-02 1.0646e+00 1.1565e-01 2.2920e-01 2.2920e-01 -1.0094e-02 -1.0094e-02 4.3523e-05 4.3523e-05 2.7745e-03 5.7898e-01 5.7898e-01 5.7898e-01 5.3383e-01 -4.1585e-04 -5.6535e-01 5.1961e-01 5.1961e-01 -1.4366e-02 5.2713e-01 -1.4090e-02 -3.3814e-02 0.0000e+00 0.0000e+00 4.3108e-01 -1.1335e-02 -1.1335e-02 1.6419e-01 4.9459e-01 4.9459e-01 7.2445e-01 2.0623e-02 2.0623e-02 -5.5166e-01 -1.2300e-02 -1.2300e-02 -1.0094e-02 -1.0094e-02 -1.0764e-02 -1.0764e-02 -1.0764e-02 -4.1546e-03 1.1565e-01 -2.6163e-03 -2.6368e-02 2.9692e-01 -1.0094e-02 -1.0094e-02 4.3523e-05 5.7898e-01 5.7898e-01 -2.4114e-02 -1.1787e-01 -1.1787e-01 -4.1585e-04 -5.6535e-01 5.1961e-01 5.3995e-01 -5.6097e-01 -7.3339e-03 -5.8402e-01 -1.4090e-02 9.1705e-03 -6.2198e-03 -3.3814e-02 -6.1527e-01 0.0000e+00 0.0000e+00 4.3108e-01 4.3108e-01 -8.3005e-03 -2.7882e-01 1.9634e-01 1.6419e-01 0.000 0.000 0.000 -0.565 0.520 0.520 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.431 0.539 0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.062 0.000 0.000 0.116 0.000 0.229 0.229 0.000 0.000 0.000 0.000 0.579 0.579 0.164 0.164 0.000 0.000 0.000 -0.565 0.520 0.520 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.431 0.539 0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.062 0.000 0.000 0.116 0.000 0.229 0.229 0.000 0.000 0.000 0.000 0.579 0.579 0.164 0.164 11.233495 NA 10.518669 7.392065 9.178105 9.765621 11.838221 12.288495 8.500351 10.372042 10.753492 10.832421 9.788816 10.795053 12.947937 11.507964 5.343646 12.549860 11.236553 11.837466 10.850499 10.381052 11.518681 12.900775 12.917057 11.371694 NA 6.067391 9.770999 9.988864 10.2441703 11.0652432 12.6246091 0.9380976 11.5186813 9.7040854 14.7320810 8.6660290 9.3934359 8.3615749 9.2342601 12.4585636 9.5086095 8.9933910 10.5909536 8.8569720 12.5025757 9.9493359 10.2993214 10.4531514 11.9317547 4.8125752 9.4299617 10.2464476 6.0535849 8.1572772 1.6750933 9.6773266 NA 9.4392824 10.9484036 11.8374656 11.9086939 10.9902238 11.1059449 11.0273384 NA 3.1605007 9.2075781 11.4827511 9.7604139 4.1080309 9.7867316 11.1856406 9.6952208 12.5517446 10.8937585 9.9409236 9.0861614 10.4217498 8.1954962 10.8084733 10.0630915 1.3531539 NA 10.1931372 10.5560413 10.1262853 8.9879572 8.4485430 10.0370180 4.8449982 TCGA-CN-A6V7 40 0 NA 594 head and neck stage iva t2 n2b mx male 2013 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 5 NA NA 2 4 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456468e-06 6.935564e-07 7.45257237 0.07751647 11.03366726 NA 0.81450941 10.37291946 9.46841857 4.93551632 8.94378188 14.45014888 7.12556639 8.51077089 8.62314112 NA 9.01809138 10.41589817 6.03946524 3.19301472 11.94365296 8.63595387 5.03173042 -1.50758276 1.66247897 1.49257106 11.10957891 -0.50737767 10.33845272 10.76403367 10.54920844 9.49468241 NA NA 0.81450941 7.90166460 -1.50758276 NA 13.68632702 3.49257106 9.24689044 10.95353844 7.39343765 1.81450941 11.74508830 3.19301472 -1.50758276 9.72798663 13.60907709 7.69469427 0.49251979 13.45478891 8.61241959 11.64358724 3.13642110 4.07753356 1.07751647 -1.50758276 0.07751647 3.58003692 2.29991866 11.69392427 11.94449264 10.28088117 12.72048741 -1.50758276 1.07751647 9.61410412 2.58002485 -0.50737767 9.33098677 12.52056304 NA 18.59634918 9.62956172 4.32545837 NA 1.29994795 11.47092365 5.44676572 2.74049587 10.87807184 10.73336197 14.74591960 9.34588023 1.29994795 NA 11.38492375 10.56168470 3.44677233 13.49682143 8.59978790 12.73164704 11.02004772 NA 8.79977150 11.41701207 6.30635157 -0.50737767 NA 5.16499540 7.84350969 9.51285619 9.64295260 1.81450941 4.79635375 NA 8.60631267 NA 9.64802136 1.29994795 12.59158966 9.31322839 10.36524558 -1.50758276 13.16245226 6.39946165 9.82963506 10.86489161 4.51493651 8.87951096 10.56093921 6.18605678 6.80091025 7.67247980 1.81450941 11.64485554 3.01613970 8.00629802 11.10105653 8.27556909 9.90778434 8.25909967 NA 10.51597850 NA 0.0037425 0.0037425 2.4178000 0.0258420 0.0289340 0.0289340 -0.0191470 -0.0191470 0.0221940 0.0221940 0.0244360 0.0104010 0.0104010 0.0104010 -0.0522320 0.0010006 3.6569000 0.0097578 0.0029434 -0.8498500 -0.8498500 -0.0233990 -0.0643450 0.0100360 0.0100360 0.5472200 -0.0311930 -0.0311930 -0.1479500 -0.0415130 0.0158970 0.0119880 0.0037425 0.0037425 0.0028045 -0.0196960 -0.0196960 -0.8705500 -0.8705500 0.0390850 -0.8185000 -0.8185000 -0.8185000 0.0258420 0.0258420 0.0258420 -0.8685100 -0.0191470 -0.0191470 0.8124400 0.0104010 0.0104010 0.0358360 -0.0291500 -0.5450000 0.0010006 -0.8718500 0.0029434 -0.8498500 -0.8498500 0.0642560 0.0098443 -0.0233990 -0.0416730 -0.0506120 -0.0643450 -0.0643450 0.0100360 0.0100360 0.5472200 -0.1800200 0.0026657 -0.1479500 -0.1479500 -0.1479500 -0.545 -0.545 -0.822 -0.822 0.000 0.000 -0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.180 -0.180 0.000 0.000 0.000 0.000 0.000 -0.112 0.000 0.000 2.340 2.340 0.000 -0.818 0.000 0.000 -0.866 -0.537 -0.534 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 -0.545 -0.545 -0.822 -0.822 0.000 0.000 -0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.180 -0.180 0.000 0.000 0.000 0.000 0.000 -0.112 0.000 0.000 2.340 2.340 0.000 -0.818 0.000 0.000 -0.866 -0.537 -0.534 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 10.5945463 -1.5075828 10.3302853 5.2739298 9.3071532 10.0490193 12.1958254 11.4293926 7.3474389 8.8043188 10.0533811 11.2578568 6.8805876 10.2722900 13.3909831 10.6327614 5.3922281 13.4968214 10.0244395 12.7316470 10.7599426 10.2503773 11.3540454 12.5725912 12.9261561 11.9325314 -0.5073777 1.6624790 9.7894869 9.9256344 11.9413323 12.2024084 8.8534178 0.4925198 11.5992972 10.7966368 15.1199177 10.0122069 8.8795110 9.2657100 8.5586599 12.5530133 10.3593203 9.5280571 10.3583039 10.1614557 11.9436530 10.3839747 10.3956994 6.9437819 9.7279866 3.7779772 9.9622125 10.2808812 5.6524406 5.1507830 1.0775165 9.2213416 NA 8.7952095 8.5190941 12.7316470 11.0200477 10.3794104 11.4170121 11.3165349 0.4925198 NA 8.2464394 9.4525726 7.3286211 1.4925711 9.6480214 11.1015185 10.3652456 12.8520457 12.3737802 11.0638493 6.9146351 10.5609392 7.2407637 11.3685120 9.8708656 -1.5075828 NA 9.2541218 9.2685923 9.7081038 9.3675521 7.5093791 9.4762768 5.8588936 TCGA-CQ-5323 82 0 NA 1466 head and neck stage i t1 n0 NA male 2007 NA yes head and neck squamous cell carcinoma 45 1942 0 white not hispanic or latino 2 5 2 3 2 4 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.045991e-06 6.935564e-07 8.4193269 NA 10.3822181 0.8469546 4.2619821 10.5629047 7.9166164 6.0693348 8.8618930 15.6583341 7.5973703 8.3547373 8.3008993 NA 8.3989711 10.0669178 4.1199620 3.9058322 11.3203102 9.3678887 4.1688747 NA 8.5951355 4.1199620 11.8452981 -0.7379277 10.4155322 10.8917921 9.8967912 10.5264227 NA -0.7379277 3.5099112 9.1010738 -0.7379277 -0.7379277 13.9084264 5.0168662 9.2248762 11.9022251 8.0400573 4.8469446 12.4996383 4.2619821 -0.7379277 13.8489958 13.2460425 8.5996020 2.5839041 11.6502666 8.8373870 12.2297468 7.2898861 5.5657617 NA NA NA 3.7855401 1.5839041 15.0711414 15.2681414 10.6808869 13.2370221 NA 5.2619821 11.0218683 NA 1.8469546 9.6966084 12.2322659 NA 17.6763021 10.5708880 0.2619520 1.2619520 0.8469546 11.7595826 7.8618927 5.0948694 11.6792868 10.2850414 15.5050426 9.3757224 5.4714346 4.1199620 10.5560265 9.9449748 6.0433401 12.8286051 9.0563960 12.9706330 11.8558381 NA 8.9606849 11.9708485 6.5473820 -0.7379277 NA 2.5839041 7.3705043 10.2118069 9.6756081 2.7214164 2.0693241 -0.7379277 7.0628805 NA 10.4536564 NA 12.6379699 9.9860506 10.6981712 2.5839041 13.0456946 6.4811488 8.5748633 10.8558381 7.5240746 9.2190823 10.5481567 12.9763330 11.0156148 9.9580784 2.9624195 11.2700586 5.0168662 8.5973706 11.7550851 8.2421199 11.2118069 8.5771297 NA 11.9506676 -0.7379277 0.04783600 0.05409100 1.58730000 -0.03416900 -0.04670300 -0.04670300 0.00910620 0.00499690 0.01950300 0.01950300 0.01950300 0.00346870 -0.00535140 -0.00535140 0.70026000 0.16640000 3.65690000 0.01251600 0.01265500 -0.70469000 -0.04239100 -0.00415460 -0.02685100 0.01810300 0.01660000 -0.78703000 0.01782400 0.01782400 0.02034300 -0.00365770 -0.00365770 0.02216400 0.03735900 0.03735900 -0.71337000 0.00555290 -0.00068714 -0.32519000 -0.32519000 -0.40144000 -0.34354000 -0.34354000 0.03045100 0.02258500 0.02258500 0.02258500 -0.01595600 0.04059000 0.00249690 0.01950300 -0.00535140 0.69521000 -0.38437000 -0.38437000 -0.00088829 0.16103000 -0.57139000 0.01265500 -0.01739100 -0.70469000 0.09304000 0.12556000 -0.00415460 -0.03227100 0.00277450 -0.02685100 -0.00744650 0.01660000 -0.01137500 -0.77643000 -0.01560400 -0.35305000 -0.04942200 -0.04942200 -0.04942200 -0.383 0.000 0.109 -0.420 0.000 0.000 -0.677 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.654 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 0.000 0.000 1.346 1.346 -0.335 -0.335 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.695 0.000 0.000 -0.383 0.000 0.109 -0.420 0.000 0.000 -0.677 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.654 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 0.000 0.000 1.346 1.346 -0.335 -0.335 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.695 0.000 0.000 11.1949331 -0.7379277 10.9654425 6.8242230 10.5737285 11.6895549 12.4867356 11.6073854 9.0644965 9.9684761 10.8204009 11.7157653 8.6456844 10.6134716 13.4251581 10.7452921 5.0900531 12.8286051 10.0837541 12.9706330 11.7356859 10.4085488 11.7598320 12.4086141 13.1096248 12.4125208 NA 1.2619520 9.8375195 10.4142650 10.2605706 11.7437796 11.2471105 1.5839041 11.9476050 9.8232682 15.0380525 9.5205462 8.2449736 8.9983820 8.8581700 11.8091157 9.9070981 8.3964066 10.6343011 9.3467885 11.3203102 11.3263861 10.4449952 9.7707653 13.8489958 3.5839041 10.1430941 10.6808869 5.2161755 7.9589476 5.2843476 10.0596418 NA 9.3145481 9.3467885 12.9706330 11.8558381 10.8840320 11.9708485 12.0324376 -0.7379277 -0.7379277 9.8572377 9.1059012 8.5928969 3.7855401 10.4536564 11.3606703 10.6981712 11.8530349 10.7593330 10.3084221 8.5996020 10.5481567 6.0301639 9.5566009 10.1035446 0.2619520 NA 8.2506651 9.0290058 10.0059731 9.7183346 7.4015315 9.6945221 3.2619821 TCGA-CQ-5324 59 0 NA 1593 head and neck stage iii t3 n0 NA male 2007 NA no head and neck squamous cell carcinoma 43 1963 0 white not hispanic or latino 3 6 2 3 3 2 1 3 4 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150025e-06 5.201673e-07 10.8726618 NA 10.6491513 1.4455678 3.7674853 9.9839414 3.7085956 7.8617228 8.1348575 15.8440617 7.1123154 5.8650973 7.9082653 -0.8764662 9.1250386 8.9374115 4.9816107 2.7085846 3.3715589 8.3548515 NA NA 9.9180463 5.8785169 11.4308312 NA 10.4336750 10.5998703 10.7534423 10.3010499 0.1236662 NA 4.5159458 8.7277387 NA NA 10.5404279 4.3330802 8.9939950 11.7780427 7.3715580 5.0543666 12.6339001 0.7085846 NA 13.7276623 13.2845260 8.0395097 NA 11.0443554 10.2583968 11.8538882 6.8378764 5.8650973 -0.8764662 1.1236000 NA 3.0305127 1.1236000 15.0715625 14.6385737 10.5743262 12.9401141 0.7085846 2.9309833 10.1863511 -0.8764662 1.7085846 8.7475119 11.6618193 2.6547105 18.4861993 10.4517443 NA 1.9310022 0.1236662 11.6635162 7.0661452 5.4455579 11.9293884 10.4833800 15.8952488 9.5213050 2.5830617 1.7085846 10.7982641 10.1782347 6.9816118 11.9060021 8.9970745 11.6229780 12.1202804 NA 8.4090328 11.1158606 7.9596809 NA NA 2.2935471 6.5159474 8.9245302 9.6194855 -0.8764662 -0.8764662 NA 0.7085846 -0.8764662 10.8417351 NA 12.8534635 10.3967033 10.8613003 1.1236000 13.8014601 3.5830617 7.3035397 10.8776828 9.0676102 9.0778267 10.2913747 5.7960552 11.0267591 10.9176401 1.9310022 11.2932423 5.3524478 9.1193974 11.8751745 8.1652894 11.9661772 8.6274562 NA 11.2666947 NA -0.00249380 0.00430210 0.00485790 0.00166420 0.00343270 0.00343270 0.00944910 0.00944910 0.19634000 0.19634000 0.20916000 0.00180300 0.00180300 -0.00539920 -0.00539920 -0.00816240 -0.00926640 0.00000000 -0.00055444 0.00083195 -0.00843850 -0.00484610 -0.02246900 -0.00277070 -0.00277070 -0.06638600 0.00861350 0.00861350 0.02918400 -0.00294100 -0.00294100 -0.02509400 -0.00249380 -0.03735400 0.00305220 0.00485790 0.00485790 0.00485790 0.00485790 0.00379250 0.00379250 0.00379250 0.01098200 0.00166420 0.00166420 -0.01208600 -0.00193990 0.00903120 0.00903120 0.19634000 -1.29290000 -0.00539920 -0.00622860 -0.01220500 -0.00885260 -0.00816240 -0.00152430 -0.00055444 0.00083195 0.00083195 -0.00636680 -0.00636680 -0.00484610 -0.01188700 -0.72261000 -0.03599300 -0.02246900 -0.00277070 -0.00995650 -0.06638600 1.19870000 -0.00691950 0.02918400 0.02918400 0.02918400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.196 0.196 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.196 0.196 0.000 0.000 0.000 0.000 11.034648 NA 9.706892 6.574842 11.518897 11.323913 10.396260 12.596956 9.209767 10.075644 14.574068 11.209767 8.369183 10.846865 10.778714 11.315923 2.992515 11.906002 9.491045 11.622978 10.666179 10.239974 11.669078 13.107827 12.658420 10.230847 NA 3.211090 9.278449 9.999380 11.3452175 12.2814510 11.0465864 -0.8764662 11.7385703 11.1560205 14.8731843 8.3596446 7.6511077 9.3306447 7.9784988 11.9135715 9.2578258 7.8984176 10.5154110 8.8498486 3.3715589 10.7566256 8.6491513 7.5330213 13.7276623 1.1236000 10.0937363 10.5743262 5.4274117 5.5665747 2.7085846 9.5861327 NA 8.5624222 10.3153065 11.6229780 12.1202804 11.0701712 11.1158606 11.3431015 NA NA 9.1748393 9.0214758 7.7346554 6.1897198 10.8417351 11.2622222 10.8613003 12.2062784 10.5425371 10.3548516 8.5748414 10.2913747 6.6550112 10.1789128 10.2778156 1.4455678 NA 8.9131641 8.8185627 10.1334590 9.5551280 7.3035397 10.1829749 5.9565214 TCGA-CQ-5325 65 1 654 NA head and neck stage i t1 n0 NA male 2007 NA NA head and neck squamous cell carcinoma 49 1958 0 white not hispanic or latino 3 1 3 2 1 1 3 1 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803247e-06 4.508117e-07 10.3352983 NA 10.2657919 3.9833129 5.3792432 10.0774601 NA 8.0300060 8.4042705 17.3427519 7.1532379 8.5587528 7.1017078 3.9053124 9.6195561 10.7119496 5.0207866 4.6422741 10.0685409 8.2312404 2.7353922 NA 8.2784174 3.5427409 11.0167360 -0.2646511 10.3953814 10.2550217 10.4375582 11.3128143 -0.2646511 NA 3.5427409 8.7614109 NA NA 13.1058005 6.2589466 9.4835784 11.1136804 9.4684009 8.1362647 11.1752164 5.3500941 NA 13.1851790 12.7441642 9.3900215 4.0573116 10.7396060 7.5612986 11.4839977 6.6779000 7.7466131 2.3203403 -0.2646511 -0.2646511 3.5427409 NA 16.4459222 16.8597381 10.0425863 12.8409667 NA 6.0207866 10.7176661 0.7353489 2.9053124 8.8439101 11.0696588 5.0014240 18.7891099 12.8522168 NA 3.3203547 -0.2646511 11.8762153 10.8135363 6.5682754 11.0920301 10.4332219 15.4850978 9.3864372 5.4633053 4.1276993 11.0265562 9.8977768 7.2431797 11.6347424 9.4667046 11.2716327 11.7051318 NA 8.2510852 10.7501034 3.9053124 NA 1.7353922 4.8646666 6.4902733 9.3128142 10.1190897 4.9448397 2.9053124 NA 6.3500959 NA 11.1850500 NA 12.6975585 9.3366735 11.4055991 6.5035698 13.3692889 -0.2646511 7.8175344 11.6042081 8.0885323 9.2192012 9.9939515 8.6601981 11.6456535 11.3670173 2.3203403 10.2461496 7.0482689 7.6180286 11.7087241 7.9301424 12.6151602 8.9103111 0.7353489 10.5306135 2.3203403 -0.00221680 -0.00221680 -0.02137300 0.00013863 -0.01119800 -0.01119800 -0.00069303 -0.00607470 -0.18219000 0.20840000 0.20840000 0.85185000 0.85185000 -0.14335000 0.17106000 0.03411300 0.03411300 -0.00484610 -0.00484610 -0.00443120 -0.00443120 0.00000000 0.01221500 -0.13587000 -0.13587000 -0.00747200 -0.00304750 -0.00304750 0.00769310 0.00097064 0.00083195 0.00083195 -0.00221680 -0.00221680 -0.00256830 -0.17875000 -0.02137300 -0.02137300 -0.02137300 0.00000000 0.00000000 0.00000000 0.00000000 0.00013863 0.00013863 0.00013863 -0.01119800 -0.00607470 -0.00607470 -0.18219000 -0.14335000 0.16556000 -0.00069303 -0.00069303 -0.00069303 0.03411300 0.03411300 -0.00484610 -0.00443120 -0.00443120 0.02076300 0.02076300 0.00000000 0.00430210 0.00430210 0.01221500 0.04386500 -0.13587000 -0.13587000 -0.00747200 -0.02082400 -0.00816240 0.01321300 0.01321300 0.01321300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.026 0.208 -0.143 0.022 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.026 0.208 -0.143 0.022 0.000 0.000 11.0595661 NA 9.9507122 10.3147014 11.3510151 11.1731324 10.6594557 11.1287760 9.5871345 10.4726329 10.2599272 10.9731929 10.8736573 10.5475628 11.3482540 10.8115330 3.3512750 11.6347424 10.3500953 11.2716327 10.8819542 9.7852340 10.3061900 12.6609622 12.7674312 5.7577540 -0.2646511 0.7353489 9.4700951 9.1700137 10.9898236 11.5933665 11.7173095 1.7389840 11.2019718 10.6203192 14.4480194 9.9202608 8.0973295 8.3792419 8.6982813 11.5439475 9.0248280 8.1989101 10.0606909 8.5002571 10.0685409 10.9338306 8.4802195 11.7336233 13.1851790 1.7353922 9.9289109 10.0425863 5.7353868 9.8347333 3.7353814 9.4616037 0.7353489 8.6572266 9.3629193 11.2716327 11.7051318 11.5338573 10.7501034 11.1212479 5.1277034 3.6422741 9.0730075 12.5621326 10.0437245 6.4768531 11.1850500 11.3542298 11.4055991 11.9347511 10.7886326 11.2029911 9.6910354 9.9939515 6.9833129 10.6111348 9.9053106 7.4288727 2.0573116 1.3203691 9.5852129 9.6587129 9.2192012 6.6057506 10.1500708 5.0207866 TCGA-CQ-5326 67 1 89 NA head and neck stage iva t4a n2c NA male 2007 NA yes head and neck squamous cell carcinoma 40 NA 19 white not hispanic or latino 1 1 2 1 3 3 1 3 2 3 0 0 0 0 4 0 0 5 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 6.172652e-06 2.739548e-06 10.0208479 NA 10.0897804 1.2642962 4.6100681 10.2866594 2.0012618 4.1387571 9.2633521 15.8224332 6.9507915 9.1243439 7.3623235 NA 10.1233086 8.0057587 4.5619737 -1.3208465 6.2339187 10.1851406 1.2642962 NA 9.1861326 10.1646552 11.9436250 1.2642962 10.6404169 10.6623227 10.5181390 10.6393309 NA -1.3208465 2.0012618 9.3960199 NA 3.7237224 13.5888940 4.0716426 9.2367545 11.9964590 8.8887825 6.6100666 12.2069282 3.2028878 NA 13.4368232 13.0939482 8.6494348 NA 11.5224650 7.0725046 11.7519641 7.4963129 5.5122206 -1.3208465 -1.3208465 NA 3.9647313 2.6793337 15.5072173 15.6451338 10.1055938 13.6704522 NA 1.8492387 11.8500365 -0.3206663 2.3797596 8.9033306 9.8214361 -0.3206663 18.9851704 11.7593137 NA -1.3208465 0.6793337 12.7370670 6.4866838 8.1325995 11.2024131 10.2944989 16.7089236 9.5981923 6.3446652 1.8492387 11.0540969 10.8392004 6.7072349 11.6461481 10.1264123 11.1011309 12.5896907 NA 8.4606889 11.3175387 7.6905561 NA 0.6793337 1.0012258 6.3728163 9.1930566 8.6130196 -0.3206663 -1.3208465 -1.3208465 7.2028908 -1.3208465 11.3680164 7.2453835 12.3237487 9.7305924 11.2291137 0.2642362 13.0055478 1.4866629 8.1118712 11.7291776 8.5404160 9.6033992 9.8265340 9.9548715 10.8832888 11.4653944 1.2642962 9.3168596 6.5619722 7.6651710 12.5324436 8.3446647 12.0506973 8.9785372 NA 11.1628929 1.6793337 -0.0193140 -0.0193140 0.0562280 -0.1704400 0.0000000 0.0000000 0.0501080 0.9897000 0.0449380 0.0449380 0.2097800 -0.3853700 -0.3853700 -0.3853700 0.0232860 2.2190000 1.9746000 0.0070826 0.0070826 0.0418830 0.0364360 -0.0594040 0.0122370 0.0435820 0.2620000 -0.4656800 0.0273570 0.0273570 -0.0696000 0.0319990 0.0370760 0.0370760 -0.0193140 -0.0193140 -0.0761450 -0.4075300 -0.3853700 -0.3895000 -0.3895000 -0.4166300 -0.0422450 -0.0422450 -0.3981900 -0.1704400 -0.1704400 -0.1704400 0.0000000 0.3088900 -0.4381700 -0.4180500 -0.3853700 0.0232860 -0.5304800 -0.3861600 0.2594900 -0.2123100 0.0637950 -0.0340650 0.0326580 0.0418830 -0.0202700 0.2058000 -0.1839200 0.0358060 0.0358060 0.0122370 0.0122370 -0.3919600 -0.3919600 -0.4656800 -0.1527200 -0.4182700 -0.0530710 -0.0306770 -0.0306770 -0.386 0.000 0.000 0.000 0.000 0.000 0.000 0.160 -0.184 0.124 0.000 0.000 0.000 0.000 -0.392 -0.153 -0.153 0.000 0.000 0.000 0.000 -0.354 0.368 0.000 0.000 -0.385 0.000 0.000 0.000 -0.170 -0.170 0.000 0.000 0.000 0.000 -0.404 0.165 -0.385 0.000 0.000 0.000 -0.386 0.000 0.000 0.000 0.000 0.000 0.000 0.160 -0.184 0.124 0.000 0.000 0.000 0.000 -0.392 -0.153 -0.153 0.000 0.000 0.000 0.000 -0.354 0.368 0.000 0.000 -0.385 0.000 0.000 0.000 -0.170 -0.170 0.000 0.000 0.000 0.000 -0.404 0.165 -0.385 0.000 0.000 0.000 11.2363140 NA 9.5317415 7.0191793 13.7915649 13.1631385 12.8190403 11.0732557 9.6530263 9.6601826 11.0802085 11.5650254 7.5404156 10.7366439 10.6000540 10.7151591 3.8746789 11.6461481 8.8252612 11.1011309 10.6989198 11.1646552 10.1886092 12.6353003 12.8023996 6.6100666 -0.3206663 0.2642362 9.3684534 10.4337991 11.6488955 12.1148691 9.4615083 -1.3208465 11.3086857 10.9225030 14.7325745 9.7016968 6.4866838 9.2165475 9.2577018 11.1313128 9.7238734 8.3375407 10.2170328 8.7982702 6.2339187 11.4404647 8.1034955 6.8542550 13.4368232 0.2642362 10.4004282 10.1055938 5.9831099 4.9081500 NA 9.3464406 1.4866629 9.3832325 9.4291985 11.1011309 12.5896907 11.5910955 11.3175387 11.5193201 -1.3208465 0.2642362 7.3901354 11.1256370 2.3797596 5.2184867 11.3680164 12.2909302 11.2291137 12.4771932 10.7574799 10.4713059 10.2647611 9.8265340 7.8642041 9.5287342 10.3068629 -0.3206663 -1.3208465 0.6793337 8.1391707 10.2286325 10.6137571 7.2146047 9.9081477 4.0716426 TCGA-CQ-5327 61 0 NA 1660 head and neck stage iva t3 n2c NA female 2008 1184 yes head and neck squamous cell carcinoma NA NA 9 asian not hispanic or latino 3 6 3 2 3 1 3 1 4 1 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 7 0 6 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 7 0 6 5 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 7 6 5 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 6.484752e-06 2.288736e-06 8.62061610 NA 10.66271296 -1.05709145 2.94288979 10.42419128 5.61532212 6.08244713 8.68436327 16.89988541 6.93725022 8.30484001 7.99002055 0.52787105 9.27157134 9.45761050 5.49748463 4.94289448 3.52785855 7.91444015 -0.05709145 NA 6.89709276 6.50513827 10.98933830 4.03036257 10.48641160 9.75988003 10.32010690 10.43675182 NA -0.05709145 2.40234017 8.14930053 NA NA 11.75467242 3.98729358 9.71925533 10.67675911 8.34164024 5.38583825 10.48350877 1.94290855 NA 12.84451751 12.86789438 8.86324933 -1.05709145 10.75948011 11.16897736 11.81787771 6.65714121 6.75025141 NA NA -0.05709145 1.26483665 0.52787105 15.34747217 16.22296261 10.86696653 12.69496335 -0.05709145 3.40232653 11.68014372 NA 0.94290855 8.63114649 10.97425296 2.64332518 18.97576673 11.78446071 NA 0.94290855 1.75026348 11.35731733 8.59035463 6.63638391 11.22885915 11.14563243 15.46065801 9.43875132 1.75026348 2.11283356 11.34617474 9.38064851 5.20968340 11.87832111 9.28163265 11.03267785 11.77618181 NA 8.54837574 11.13179421 0.94290855 NA NA 2.52787105 6.62237694 8.87511102 9.42872572 0.52787105 2.26483665 1.75026348 3.03035374 -0.05709145 10.70070300 -0.05709145 12.99240461 10.47250747 10.55022665 5.36916284 13.75898003 4.64333673 7.56494818 11.39848046 7.88247554 9.34057095 9.98979525 11.08276744 9.96665065 11.69276578 1.26483665 10.31684899 5.73731090 8.38997974 11.69632208 8.87067419 12.64387785 8.42872572 -1.05709145 11.80068303 0.94290855 0.03651200 -0.10880000 0.00597070 -0.00788560 0.01251600 0.00532950 -0.00415380 0.00291410 -0.02555700 0.01195800 0.01195800 0.04514100 0.03143700 0.04103400 0.03750100 -0.01381400 -0.01381400 -0.00124660 -0.00124660 -0.00733320 -0.01133500 0.00055531 -0.00235460 -0.00332360 -0.00332360 -0.04698800 0.03905500 0.03905500 0.11609000 0.00083266 0.00083266 0.00083266 0.03651200 -0.11260000 -0.11887000 0.00083266 0.00083266 0.00083266 0.00083266 -0.03803300 -0.03830500 -0.03830500 -0.04183700 -0.00788560 -0.00788560 0.05765400 0.01251600 0.00000000 0.00000000 -0.04265200 -0.81244000 0.04103400 -0.00816170 -0.00816170 -0.00816170 -0.01381400 -0.01381400 -0.00124660 -0.00733320 -0.00733320 0.03623000 0.02946600 0.00055531 -0.08399600 -0.44534000 -0.00235460 -0.00235460 -0.00332360 -0.00332360 -0.04698800 0.04911400 0.00013935 0.12918000 -0.32403000 0.11609000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.216 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.216 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.116 0.116 10.90615373 -1.05709145 9.86490839 7.32660026 11.47135047 11.01267167 11.11376033 11.85914906 7.25577924 9.89126363 10.41913624 11.06895545 8.94852084 10.49412395 10.85016261 11.70569364 4.18702341 11.87832111 8.66228527 11.03267785 10.82744846 10.16387921 11.14256871 13.67054990 13.03209854 2.40234017 -0.05709145 4.26482164 9.20381585 9.72261579 10.9057924 11.8373352 10.1480787 -1.0570914 11.4566240 10.9176695 14.3031938 10.1602482 7.4781718 9.4327444 8.3982234 11.6203958 9.5094166 8.3899797 10.5939480 9.2838591 3.5278585 10.6515492 9.2155262 6.9201766 12.8445175 3.2648216 10.3271404 10.8669665 5.9652648 6.4023282 0.9429086 10.6394293 NA 8.7176833 8.1789108 11.0326779 11.7761818 11.1587327 11.1317942 11.4084628 1.9429086 3.3352117 7.8255395 10.1215612 5.9201766 4.0303626 10.7007030 11.4056542 10.5502266 12.8849526 10.9258900 10.6652770 9.5984270 9.9897952 6.3858400 10.7915193 9.9825009 3.7502528 NA 5.6843643 9.9460417 9.5594452 9.3554663 7.2648245 10.0089856 4.7242574 TCGA-CQ-5329 46 0 NA 2143 head and neck stage ii t2 n0 NA female 2008 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 1 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.040335e-06 3.121004e-07 10.2251709 NA 10.4149597 3.8144786 6.1140359 11.0149021 2.9213982 5.8555014 9.3971235 16.5104644 6.9278159 7.2688535 7.6724558 NA 9.4449521 9.8871745 4.9469273 3.1140338 11.4710373 8.5318879 NA NA 9.7351713 9.0492003 10.7641895 1.1140338 10.9962962 10.2933223 10.1419412 10.3130940 -0.8860329 NA 3.1140338 8.3480142 NA NA 13.1172018 4.9213887 10.5127790 10.1787780 8.1280557 6.7213658 9.8153417 2.6989963 NA 10.9917028 10.9874793 8.0358762 0.1141005 9.9548131 3.5335758 11.8838731 5.3428534 5.0209244 NA NA -0.8860329 5.0447744 2.8144684 16.0403656 16.7547625 10.4885314 11.5234262 NA 4.6375987 11.5106400 NA 1.6990185 8.9278165 10.5902752 0.1141005 18.4328627 11.2091025 NA 3.3619648 0.1141005 11.6245522 8.7250601 5.6838901 9.1776057 10.3866650 14.4788881 9.2877124 3.6989963 6.4178154 10.8381227 9.4200969 6.7864604 11.3712139 8.7269037 9.8170737 11.1164987 0.1141005 8.1774305 10.5009755 7.5611184 NA NA 3.4359619 6.3714230 9.6128845 10.4449521 0.6990185 0.1141005 NA 6.4977401 NA 10.9901684 NA 12.9913194 9.4186603 10.6691037 2.9213982 13.4137441 5.5897695 7.8722587 11.7248294 10.2625119 8.9920861 10.4429514 5.8689238 11.8599196 12.1883440 1.9213982 11.3728957 6.1693177 9.9477160 10.9739582 7.4803572 11.9498883 9.0769313 NA 9.5734669 1.1140338 -0.0044312 -0.0044312 0.4850900 0.0044411 0.4701600 0.4701600 0.9555000 0.0011093 -0.0955160 0.9220900 0.9220900 0.4275500 0.4275500 0.4275500 -0.0725100 0.4621200 0.9328400 0.4703200 -0.0155400 -0.0186280 0.4292300 -0.0412950 -0.0446860 0.0172640 0.0172640 -0.0327230 0.8819300 0.8819300 0.1670000 -0.0346160 -0.0120240 -0.0120240 -0.0044312 -0.0044312 -0.0238400 -0.0278080 -0.0278080 -0.0278080 0.0000000 -0.0265260 -0.0047079 -0.0047079 -0.5430000 0.0044411 0.0044411 -0.0151910 0.4701600 0.0011093 0.0011093 -0.1311900 0.4275500 -0.0546900 -0.0656090 -0.0384420 0.2636600 0.4571700 -0.0431950 0.4369900 -0.0186280 -0.0186280 -0.0293110 0.4277200 -0.0412950 0.4479900 0.4479900 0.4099400 -0.0594630 -0.0261890 -0.0261890 -0.0327230 -0.0505370 -0.0331320 0.1518800 0.1518800 0.1670000 0.000 0.173 0.000 0.000 0.470 0.000 0.000 0.454 0.000 0.448 0.448 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.882 0.882 0.000 0.000 0.462 0.462 0.000 0.485 0.000 0.000 0.000 0.000 0.459 0.000 0.954 0.000 0.000 0.922 0.428 0.000 0.167 0.167 0.000 0.173 0.000 0.000 0.470 0.000 0.000 0.454 0.000 0.448 0.448 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.882 0.882 0.000 0.000 0.462 0.462 0.000 0.485 0.000 0.000 0.000 0.000 0.459 0.000 0.954 0.000 0.000 0.922 0.428 0.000 0.167 0.167 10.5948254 -0.8860329 9.5601880 5.7722473 11.3548266 13.0260797 8.6415121 10.5234262 9.6647820 8.8822197 10.1231640 11.1898486 8.5714163 10.4609921 9.8529718 10.2251709 3.9947245 11.3712139 10.1988437 9.8170737 9.6657434 10.6228204 9.9084512 12.7469737 12.6749651 8.4086558 NA 4.6686241 9.0682315 9.4901605 11.1023649 11.5897687 10.2277774 0.6990185 10.3860818 10.8338519 14.3192542 8.5276631 6.2014986 8.4561100 8.7064922 11.1311917 9.1231921 8.0328987 10.5308327 8.9766727 11.4710373 10.3106373 8.5693624 7.2586932 10.9917028 2.4359752 10.5912876 10.4885314 5.8689238 5.9844002 0.1141005 9.5836770 NA 8.6628570 9.9859405 9.8170737 11.1164987 11.6824664 10.5009755 11.3889957 2.1140338 1.4359486 7.7360873 10.7762586 5.6838901 3.7578873 10.9901684 11.7139481 10.6691037 11.6490676 10.5887552 10.8053426 9.8994877 10.4429514 7.9720165 10.0291677 10.4126706 0.6990185 NA NA 8.8484402 9.0506731 9.7222901 7.7213658 10.1069736 4.7287477 TCGA-CQ-5330 69 0 NA 1897 head and neck stage iva t3 n2b NA female 2008 NA yes head and neck squamous cell carcinoma 21 1968 3 white not hispanic or latino 1 6 1 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.011314e-06 6.588786e-07 11.6672937 0.7668919 10.0858494 3.9893207 5.9234345 11.5167995 0.7668919 7.4811754 8.6657832 15.8146504 6.6738207 7.7631679 7.8222126 2.6414073 9.5710611 8.0858495 4.7898909 3.9893207 11.5841802 9.1749060 1.1819930 NA 11.7033226 6.8040187 11.1314295 2.1819612 10.9852914 10.4387659 10.2527593 10.8710919 1.5039084 -0.8180706 4.9098883 8.4304881 NA NA 14.0591078 7.5439111 9.7678689 11.4224608 9.0101040 7.4487540 10.0971000 3.8258263 NA 12.6582074 12.6771980 8.0492463 1.5039084 10.0956050 6.1236600 11.7367962 7.3112506 7.2318164 2.1819612 0.1819294 -0.8180706 1.7669343 -0.8180706 14.5388637 15.0400032 10.8737110 13.2771173 0.1819294 5.2694297 11.2970112 -0.8180706 2.3518827 9.6082323 10.6917426 NA 18.1278000 12.1165798 NA 3.5038957 2.3518827 11.5529273 11.2188280 6.6165959 11.5366054 10.5179161 16.2465629 9.4903066 5.9234345 3.2694372 11.1112259 10.5334589 7.3060890 11.4551308 8.8737111 11.3443588 12.1547679 -0.8180706 8.5038957 11.0952310 6.8185924 NA 2.1819612 4.3518898 6.5218171 8.6857934 10.3468745 1.9893207 3.1819612 1.5039084 4.1819692 0.7668919 10.7980568 0.1819294 11.9118007 9.5300871 10.0360567 4.7669290 13.0834001 5.5038957 6.8543934 11.6383220 9.8702178 9.4708335 10.3993195 9.6019277 12.7213687 11.7989758 1.9893207 9.9869052 7.6165959 9.0691882 12.1910963 8.0461538 12.6468961 9.6495731 1.1819930 8.5807112 2.6414073 0.01153900 0.01153900 0.04627500 0.67641000 0.01659800 0.01659800 2.36020000 0.00805670 -0.25854000 1.27710000 1.28570000 0.23179000 0.23179000 0.23179000 0.23179000 -0.00097017 -0.00097017 -0.00470790 -0.00110870 -0.46834000 -0.50298000 -0.23753000 -0.00373950 0.00000000 0.00000000 -0.22121000 0.85482000 0.85482000 0.04726800 -0.00456950 -0.07566100 -0.11730000 0.01153900 0.01153900 0.01153900 -0.49093000 -0.47311000 -0.47311000 -0.45854000 0.00754300 0.02342600 0.02342600 -0.46270000 -0.53612000 -0.00940460 -0.00940460 0.01109000 0.00805670 0.00805670 -0.25854000 0.23179000 0.23179000 -0.08930200 -0.08930200 -0.08930200 -0.00571590 -0.00097017 -0.00110870 -0.46834000 -0.46834000 0.15173000 0.15173000 -0.23496000 0.21806000 0.21806000 -0.00373950 -0.00373950 0.00000000 0.00000000 -0.22121000 0.12432000 -0.34412000 -0.13807000 -0.13807000 0.04726800 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 0.152 -0.238 -0.071 0.189 0.000 0.000 0.000 0.000 -0.097 0.124 0.000 0.000 0.855 0.855 -0.333 0.000 0.000 0.000 -0.459 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.000 1.019 1.277 0.232 0.232 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 0.152 -0.238 -0.071 0.189 0.000 0.000 0.000 0.000 -0.097 0.124 0.000 0.000 0.855 0.855 -0.333 0.000 0.000 0.000 -0.459 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.000 1.019 1.277 0.232 0.232 0.000 0.000 11.497683 NA 10.291328 7.868468 11.950152 12.540198 7.220886 10.936020 10.005335 9.870218 10.451679 11.390507 9.454597 10.651101 10.740867 9.943519 4.378886 11.455131 10.289838 11.344359 11.217454 10.232496 10.957166 12.573543 13.027510 4.503896 2.351883 3.825826 9.727897 9.822212 11.3437293 11.8410715 10.0235319 0.7668919 11.4422991 11.0691881 14.1538680 9.2453626 7.7094444 8.9501520 9.0461538 11.3147886 8.9418558 7.9468390 10.3086720 9.1156581 11.5841802 10.4233549 8.3035009 6.8684682 12.6582074 2.5038830 10.2720799 10.8737110 5.9633261 6.6657836 2.1819612 9.9451799 0.7668919 8.5656718 10.1791470 11.3443588 12.1547679 11.1656737 11.0952310 11.5190319 5.1127043 6.3112506 8.1097455 12.6699331 4.5038957 5.2694297 10.7980568 11.6142484 10.0360567 12.0301992 10.6688026 10.5580929 10.1910964 10.3993195 7.3568930 10.2681038 10.4534305 6.8113246 1.5039084 0.1819294 9.7626878 9.5284813 10.0569488 6.5218171 9.9259604 5.2904908 TCGA-CQ-5331 73 0 NA 1399 head and neck NA t2 nx NA female 2008 NA no head and neck squamous cell carcinoma 15 1952 NA white not hispanic or latino 3 1 2 1 3 3 2 3 2 2 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 3.455808e-06 9.754296e-07 9.6118076 NA 10.2792901 0.1767057 4.1539350 10.2451007 5.9382105 6.3714142 8.5429804 16.6055663 6.6804833 7.3664831 7.6442637 -1.8231666 10.4492881 9.4120742 4.9429883 2.9840060 9.4620605 8.8943346 -1.8231666 NA 6.4895413 2.7002177 11.1640999 0.4985572 10.6434994 10.4991498 10.8666562 10.8263635 NA 0.1767057 2.0835538 9.3395343 NA 0.1767057 14.0485875 6.5342095 9.3515464 11.7167863 9.6340390 5.9580190 11.2045642 2.0835538 NA 13.0803518 12.8363755 8.7070647 -0.2383743 11.1197225 9.5875919 11.8515126 6.1822831 7.9062791 NA 1.4986083 -1.8231666 -0.2383743 1.9840060 16.4983962 16.8856260 10.8866036 13.0421499 0.4985572 3.9315412 11.2863257 NA 1.3465882 9.7977943 11.2017978 2.5689806 19.3416210 13.1559941 NA 0.1767057 0.4985572 11.8729738 8.2400533 8.0032070 11.5180019 10.3101216 15.5292966 9.5786044 1.4986083 2.9840060 11.1110863 10.1073956 6.7080396 12.8371857 7.9497975 10.6232246 12.2784698 NA 8.4174496 11.6730127 1.9840060 NA NA 2.7616257 6.4006592 8.8069253 10.1373843 0.4985572 -1.8231666 NA 4.4620589 -0.2383743 11.3997549 -1.8231666 12.4597466 9.9035448 10.9938418 5.2641198 13.5889634 6.1539391 7.7060884 11.1871863 7.2045643 9.2825668 9.8454413 9.7821377 9.8137358 11.0103390 -0.8234219 10.3203603 5.6765044 8.1510729 12.3271195 8.6299288 11.8283827 9.0790332 NA 11.8055594 2.2641160 0.04046800 0.47615000 -0.00346270 -0.00249380 0.25558000 0.25558000 0.03425400 0.03425400 -0.00912860 -0.00912860 0.24716000 0.00287920 0.00287920 0.00287920 0.01042400 -0.00249380 -0.00249380 0.00180300 0.00144390 -0.00774820 -0.00774820 0.00277450 -0.00055444 0.02146300 0.02146300 0.00430210 0.00319100 0.00319100 0.01880300 0.00000000 0.00000000 0.00000000 -0.27248000 0.23442000 -0.01265000 -0.00207840 -0.00207840 -0.00346270 -0.00346270 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00249380 -0.00249380 -0.00138580 0.25558000 0.03425400 -0.26143000 -0.00912860 0.00287920 0.00287920 -0.00373950 -0.00373950 -0.00373950 -0.00249380 -0.00249380 0.00144390 -0.00774820 -0.00774820 -0.00027724 -0.00027724 0.00277450 0.00166420 0.00166420 -0.00055444 -0.00055444 0.02146300 0.02146300 0.00430210 0.00430210 0.00208050 0.01950300 -0.26047000 0.01880300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.256 0.256 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.256 0.256 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.8629399 NA 9.5606811 8.4701297 11.0073715 11.5457089 10.9625193 11.8554784 8.3836728 10.5934557 11.2707360 10.0233240 9.6055417 10.9514453 11.4087793 10.8459862 4.3759361 12.8371857 9.6386491 10.6232246 10.8069254 10.3088366 10.5897572 12.2808843 12.5881030 9.3769439 -0.2383743 4.6844541 9.3627725 9.8926202 10.7684143 11.7647873 12.2087901 0.9840424 11.4170024 11.4394872 14.3104810 9.0714760 7.4174492 8.2251452 8.6695130 11.2410642 9.1298435 7.9113680 10.3587391 7.9315460 9.4620605 11.2109414 8.4562690 8.8428824 13.0803518 1.3465882 10.2923522 10.8866036 5.8132835 8.2224177 -1.8231666 10.5908149 NA 9.3085151 8.8419942 10.6232246 12.2784698 11.3599835 11.6730127 11.6869279 3.1766579 NA 7.8005395 9.6457912 8.1279427 2.8770964 11.3997549 11.7200526 10.9938418 11.8112424 10.4761525 10.0566243 9.9323804 9.8454413 6.7350794 10.5644064 10.2531398 7.7616210 2.3465882 1.3465882 9.6114636 10.2316016 10.0079655 6.5603619 9.2733735 4.3264079 TCGA-CQ-5332 87 1 317 317 head and neck stage iii t3 n0 NA male 2008 NA NA head and neck squamous cell carcinoma 90 NA 0 white not hispanic or latino 1 4 3 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.260722e-06 1.086907e-06 8.5862386 NA 10.7695485 0.6185206 5.0335684 10.1163839 6.2527373 5.5881569 9.1499135 13.7471171 8.2862348 7.6445947 7.9192662 NA 8.5512388 8.5413642 5.3554991 2.2034831 3.4258889 8.4194319 1.8409264 -0.9663479 11.6626985 4.0779607 11.1931256 2.8409264 10.6895474 10.4878689 10.2295568 9.8385072 NA 0.0335111 5.3734185 8.1384566 NA NA 14.3875778 4.1210320 10.6620151 10.7331420 7.0724885 7.4172736 11.6241566 3.8409264 0.0335111 11.7501747 11.7112892 8.7235674 NA 12.5200275 7.0644022 12.9691029 7.2909570 4.6482814 NA NA 0.6185206 2.2034831 1.0335816 12.7615878 12.5844221 9.6005749 12.7808185 NA 5.4086100 9.0079843 3.6185323 3.1210320 8.4577359 11.7333588 NA 18.0953231 10.3538059 NA 3.5571282 0.6185206 12.5895965 7.0669922 2.4930068 10.4003288 10.4280322 14.3550749 9.5123391 4.6482814 3.1210320 10.2116119 10.4371142 5.3554991 14.6834028 10.5289249 10.8328512 11.1137208 NA 8.7867862 10.4301743 6.2430235 NA -0.9663479 2.0335816 6.5492687 10.0779637 9.0475899 1.8409264 3.5571282 7.1628525 6.5649512 NA 10.3560610 8.2575712 12.9671680 9.0569219 11.0412977 1.8409264 13.0829076 7.6222840 8.3143403 10.5072752 8.8279854 9.0861376 10.5198012 5.5093031 12.1716813 9.5958119 2.8409264 11.0458449 6.5492687 8.4950491 10.9389565 8.0806934 12.4825892 9.0915613 0.6185206 11.5522227 1.0335816 0.118580 2.792200 0.315940 -0.191120 2.015600 1.324000 0.053596 0.110230 -0.920320 0.024268 0.823730 -0.669190 -0.669190 -0.667440 0.100740 -0.662810 -0.175250 0.791810 -0.296030 -0.080008 -0.080008 -0.253580 0.070386 0.738910 -0.122130 0.000000 0.083054 0.083054 0.032282 -0.542190 -0.301770 0.083198 0.120350 0.136580 -0.702260 -0.669860 -0.669860 -0.664940 -0.664940 -0.671130 0.053237 0.035383 0.027076 -0.671740 -0.665960 -0.688060 -0.685980 0.110230 0.110230 -0.200740 -1.292900 -0.667440 0.094491 -0.663000 -0.224040 -0.668820 -0.218980 -0.680400 -0.080008 -0.080008 -0.659570 0.085076 -0.206970 0.297240 0.340800 0.070386 -0.630170 -0.193000 -0.796360 0.000000 -0.682410 -0.617860 -0.481240 -0.479160 0.032282 0.000 -0.125 -0.658 -0.183 0.755 0.459 0.000 -0.266 -0.254 0.000 0.000 0.000 0.000 0.672 -0.122 0.000 0.000 -0.288 0.000 0.000 0.000 -0.618 1.021 0.119 0.119 -0.665 -0.175 0.000 0.000 -0.191 -0.666 -0.680 0.000 0.000 0.000 -0.577 0.000 -0.667 0.000 -0.304 0.000 0.000 -0.125 -0.658 -0.183 0.755 0.459 0.000 -0.266 -0.254 0.000 0.000 0.000 0.000 0.672 -0.122 0.000 0.000 -0.288 0.000 0.000 0.000 -0.618 1.021 0.119 0.119 -0.665 -0.175 0.000 0.000 -0.191 -0.666 -0.680 0.000 0.000 0.000 -0.577 0.000 -0.667 0.000 -0.304 0.000 10.7913762 NA 10.8711975 5.1420948 9.9672601 11.6313870 9.4524762 11.7430842 10.7834390 9.9427126 12.6576796 11.1573677 7.3327777 11.1560740 13.3154271 10.4172738 4.8096717 14.6834028 8.0079843 10.8328512 10.0051131 11.4373805 12.1169275 13.2998905 12.8151342 12.2433275 -0.9663479 3.0335640 9.3015266 9.3911216 11.0381411 12.3045948 9.0363846 0.6185206 10.4702811 10.1871215 14.1009598 8.2838681 8.2258625 9.5423546 9.7112893 12.1950164 9.5109433 8.7460964 9.3633658 9.8214720 3.4258889 10.4650671 8.9687345 7.5413638 11.7501747 3.5571282 10.4264236 9.6005749 6.9464583 5.2430216 2.7340050 9.6774258 -0.9663479 9.5423546 9.3362084 10.8328512 11.1137208 11.2632896 10.4301743 10.9093189 4.1210320 0.6185206 7.7270566 9.6810279 7.1883881 3.8915553 10.3560610 11.2081832 11.0412977 12.1822050 10.4935133 11.1950164 8.6501183 10.5198012 8.5393810 10.0656153 10.6733624 -0.9663479 NA 8.3373503 7.5482833 9.7682791 9.3061993 8.9598655 10.6971276 3.6774293 TCGA-CQ-5333 74 1 341 NA head and neck stage ii t2 n0 NA male 2008 NA NA head and neck squamous cell carcinoma 37 1950 0 white not hispanic or latino 3 6 NA NA 1 1 3 1 1 3 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 5 4 0 0 0 1 0 7 0 0 0 0 0 0 7 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 6.033941e-06 2.184703e-06 8.8021974 NA 9.7072421 1.8754262 4.2904465 9.8296035 2.2904539 6.7082976 8.6479965 17.1653360 6.3348382 7.7661784 8.1546308 3.1973307 9.0635838 8.9978039 4.6827643 5.5192620 5.4603691 7.9379028 NA NA 6.9557801 9.0386376 9.6236001 3.9908823 9.8603003 9.8440739 10.3578790 10.6790001 -0.7095756 NA 3.6827643 7.9343372 NA NA 12.6312684 4.7498775 9.6413838 9.8884971 9.3963533 7.3072527 9.6413838 3.4603756 NA 12.8180439 12.1419985 8.4876612 1.2904244 7.3884772 4.8754066 10.5053708 5.2904428 6.7902911 2.0978130 NA 1.2904244 0.8753869 0.8753869 15.1859963 17.3827441 12.1918773 11.7900415 NA -0.7095756 11.0544869 2.4603756 1.8754262 7.6741492 11.0937686 NA 18.0935131 11.8576878 NA 0.2904244 NA 11.1684956 10.8555467 6.3457264 9.5396173 11.0419887 14.9888509 8.3725939 2.6123761 1.6123525 11.2659344 10.3745887 0.8753869 11.0123513 9.4790335 11.8081141 10.3845224 NA 8.2876242 10.3699295 8.8678736 NA 1.8754262 1.2904244 6.7661777 8.4578627 10.2995735 NA 3.7498775 NA -0.7095756 NA 10.8416723 1.2904244 12.6147659 9.0379159 10.7957600 2.0978130 13.7498763 -0.7095756 7.2734385 10.9548920 6.7416557 8.9379031 9.9423932 6.7982398 9.3238677 10.3402932 1.8754262 10.7997248 6.9414960 8.3752532 10.9848026 8.5712153 11.6471717 7.2904447 NA 8.8392665 1.6123525 0.00000000 0.00000000 0.05053400 -0.03088900 -0.00110870 -0.00110870 -0.00249380 -0.00249380 0.00263570 0.00263570 -0.00549510 -0.00290910 -0.00290910 -0.00290910 -0.00290910 0.29167000 0.29167000 0.00180300 0.00180300 -0.00788630 -0.00788630 0.00513590 -0.00181430 -0.00386640 -0.00386640 -0.00595220 -0.00235530 -0.00235530 0.00726440 0.00023162 0.00319100 -0.29177000 0.00000000 0.00000000 0.00083195 -0.00081181 0.05053400 0.05053400 0.05053400 -0.00083160 -0.00083160 -0.00083160 -0.00083160 0.00249690 -0.28928000 -0.00180140 -0.00110870 -0.00249380 -0.00249380 -0.01684100 -0.00290910 -0.00290910 0.00041593 0.00041593 0.00041593 0.29167000 0.29167000 0.00180300 -0.00788630 -0.00788630 -0.00055444 0.00291330 0.00513590 0.00235810 0.00235810 -0.00181430 -0.00097017 -0.00069303 -0.00069303 -0.00595220 -0.00595220 0.00509880 0.02689100 0.03073200 0.03073200 0.000 0.000 0.292 0.292 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.292 0.292 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.591941 NA 9.150430 6.875407 10.551364 9.389792 6.955780 11.646071 7.301672 10.305860 10.224135 10.980006 8.957556 9.658951 9.025154 9.955781 3.483429 11.012351 10.330049 11.808114 10.197335 9.664397 10.742686 13.341857 12.425673 3.097796 1.290424 5.377908 8.831541 9.001251 11.1704108 12.2141436 11.3943881 1.2904244 10.1185811 11.7151358 13.7084857 7.7416557 7.4452624 8.6033278 8.0685220 10.5053708 8.6735225 8.8977750 11.2652178 8.7519243 5.4603691 9.7354596 8.5023330 7.4248709 12.8180439 4.3779081 9.6763071 12.1918773 7.0251540 6.5096135 3.7498775 9.7375279 NA 8.2705841 9.1185811 11.8081141 10.3845224 9.7019557 10.3699295 10.8664565 2.4603756 3.7498775 7.3989694 12.3572066 5.6302948 3.2904391 10.8416723 10.5862136 10.7957600 12.0461668 10.7722441 10.7114576 9.7261149 9.9423932 9.6654841 10.8754072 9.3699295 1.8754262 5.4802684 0.2904244 11.0735698 8.9379031 8.7982395 7.5288495 10.2511706 4.9342995 TCGA-CQ-5334 87 1 129 NA head and neck stage iva t3 n2b NA male 2008 NA NA head and neck squamous cell carcinoma NA NA 6 white not hispanic or latino 3 6 3 2 3 3 2 1 4 1 0 0 0 0 0 0 5 0 4 0 0 7 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1 5 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 5.40974e-06 1.768569e-06 10.34224305 -1.08405849 9.88608414 3.50094224 6.20138098 10.32642960 -1.08405849 6.39979487 9.18510487 16.16626743 6.98744025 7.83185761 7.55260301 NA 9.98811090 8.09339802 4.67086299 4.30829534 9.31044101 7.31685804 1.23793077 NA 11.70571566 5.32536842 11.59941158 NA 10.44443237 10.12238218 10.49199015 10.70551196 1.23793077 NA 3.37541483 9.61743202 NA NA 13.59963086 7.75832850 9.42575322 11.78557213 9.17454424 6.88176249 9.28557561 -0.08405849 NA 11.93435233 13.06960947 8.21975903 -1.08405849 11.65153430 6.06226637 12.05200812 7.85849269 5.73615836 NA NA NA 2.08590049 0.50090401 16.12816921 16.79862663 10.79670968 11.57508221 NA 6.43954003 11.54806468 -0.08405849 2.08590049 8.96718734 10.99312776 NA 18.49212673 12.21818877 NA 3.50094224 0.50090401 12.04381142 8.66249250 6.47056778 11.35287458 10.17572157 15.75005422 9.43266320 1.23793077 3.77395414 11.23987744 10.39727321 6.87017481 11.71829269 7.43561443 10.42228589 11.58508479 NA 8.37745783 11.54897344 4.77395941 NA NA 5.42377312 6.40783198 9.01269353 9.85629184 NA NA NA 6.44735934 NA 11.11810207 -1.08405849 12.34838968 10.12691738 10.84227428 6.40783198 13.68643569 -1.08405849 7.39171188 11.44174376 7.97126074 9.31579014 10.36229651 8.85114342 12.25680198 11.65997115 -1.08405849 10.38968403 6.69733736 8.93139320 12.23875146 8.37130532 12.15453229 8.82136519 0.50090401 10.27077864 2.08590049 0.06265100 -0.01574100 -0.01282700 -0.02506500 0.34226000 0.34226000 0.13850000 0.02163600 -0.01546600 -0.01546600 0.35496000 -0.00304750 -0.00304750 -0.00304750 -0.00304750 0.36125000 0.36125000 0.00165180 -0.00609040 -0.02205800 -0.02205800 0.00416320 0.00069327 0.00527490 -0.00259900 -0.00512270 0.00000000 0.00000000 0.06494000 0.00138680 0.00138680 0.83608000 -0.45768000 -0.01574100 -0.00761010 -0.01409000 -0.01409000 -0.01409000 -0.01409000 -0.00968060 -0.31412000 -0.01333800 0.01251600 -0.01023200 -0.01023200 -0.00954260 0.33129000 0.02227600 0.02227600 -0.40838000 -0.00304750 -0.00304750 -0.01858800 -0.00567570 -0.00567570 0.39065000 0.36125000 -0.00609040 -0.01092200 -0.01092200 0.37117000 0.38386000 0.00430210 0.00136590 0.00136590 0.00069327 0.00069327 -0.00259900 -0.00259900 -0.00512270 -0.00512270 -0.00013862 0.07239600 0.07050500 0.06222300 0.000 0.000 0.361 0.361 0.000 0.000 0.000 0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.342 0.342 0.116 0.000 -0.393 0.355 0.000 0.000 0.000 0.000 0.000 0.000 0.361 0.361 0.000 0.000 0.000 0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.342 0.342 0.116 0.000 -0.393 0.355 0.000 0.000 0.000 0.000 11.44687223 NA 10.07665649 7.92999865 11.73056074 12.03459334 9.60247878 11.90270918 9.90679141 10.43512308 10.50375579 10.86178784 9.18393530 11.10611161 9.30399554 10.76733691 3.15399984 11.71829269 9.18977392 10.42228589 10.74926374 10.81533518 10.14359418 12.84814503 12.57050242 -0.08405849 NA 3.30830262 9.35892169 10.12177153 10.557127 12.400424 10.171597 1.500955 11.779584 11.143594 13.931609 9.313653 7.201381 8.840791 9.077110 9.835587 9.722697 8.222040 10.520068 8.182765 9.310441 11.412582 9.248015 7.767728 11.934352 1.723340 10.631082 10.796710 5.105804 7.383584 NA 10.420797 -1.084058 9.288843 9.462873 10.422286 11.585085 10.507968 11.548973 12.082612 4.530689 NA 7.931895 10.867263 6.316857 6.710395 11.118102 11.341719 10.842274 11.517749 10.405325 10.607722 10.746890 10.362297 7.346430 10.396264 10.608158 5.455136 NA -1.084058 9.649265 9.772404 10.639213 7.100854 10.113195 5.144797 TCGA-CQ-6218 52 0 NA 1253 head and neck stage iva t3 n2b NA female 2009 NA yes head and neck squamous cell carcinoma 30 1979 2 white not hispanic or latino 1 3 3 3 3 3 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 3.537138e-06 1.768569e-06 8.9367999 -0.2405885 10.5054748 1.5667178 5.4032370 9.8146627 6.4247155 5.6048690 8.7004279 16.6320733 7.3555705 8.2651921 7.9688338 NA 9.3499674 9.1929659 5.2023237 3.7593796 4.0813055 7.7193820 -1.2405885 NA 9.0343409 5.3139677 10.7800131 2.5667421 10.6420234 10.1306125 10.0214751 10.6741392 NA 1.5667178 1.7593689 9.1285414 -1.2405885 NA 13.6012395 6.0540019 9.6871583 11.1708914 8.1300675 6.6235670 12.7135767 1.5667178 -1.2405885 12.6641091 12.6625091 9.4898506 NA 12.0429029 11.4292664 11.2103338 5.9785480 7.7509019 1.3443172 -1.2405885 -1.2405885 0.3443740 -1.2405885 15.7889903 15.9042045 10.6181385 12.7248941 -1.2405885 3.1516965 10.8177104 NA 2.0813055 9.1887871 11.0588746 1.9292987 19.5606356 10.7737496 NA 1.3443172 2.8468343 11.5707551 7.2750806 6.5602809 10.9763232 10.6083945 15.5894375 9.4511239 3.0073032 2.6662794 11.6378145 9.3330276 6.2431968 12.1575415 8.9002102 10.9355535 12.1838091 0.7594115 8.2208600 10.9336820 3.5667299 -1.2405885 3.7593796 4.2829438 6.4247155 8.7914260 10.0739636 NA 5.5667360 4.6173631 5.8679039 -0.6945547 11.1111478 1.3443172 12.7547059 9.9358964 11.2721208 4.7135749 12.9827788 2.7593902 7.2711334 11.3734000 7.1300680 9.7558538 9.2533459 12.2895428 11.2844117 10.8527980 0.3443740 9.7251646 5.9977847 8.1365908 11.7398770 8.6389637 11.6606244 8.5242518 -1.2405885 11.6711469 1.5667178 0.00060990 0.02372800 0.01167900 -0.29851000 -0.00567570 -0.00567570 -0.00415460 -0.00415460 -0.02931100 -0.02931100 0.54594000 -0.02041200 -0.01376500 -0.00443120 0.00000000 -0.01407800 -0.01407800 0.02062300 -0.00290910 -0.00802440 0.00722170 0.00221930 -0.01161100 -0.00691950 0.01922300 -0.02724700 -0.00235530 -0.00235530 0.66106000 0.00069327 0.00069327 -0.54260000 0.01470600 0.00816110 -0.50277000 -0.52081000 -0.50981000 -0.50981000 -0.50981000 0.00569190 0.00057100 0.00057100 0.02791900 0.00388540 0.00388540 0.00388540 0.01140000 -0.55106000 -0.01092200 -0.02931100 -0.52512000 -0.00443120 -0.00332430 -0.52420000 0.00199650 0.01056400 0.00055459 -0.00263220 -0.00802440 -0.00802440 0.00194180 0.00194180 0.00221930 0.00249690 -0.12629000 -0.01161100 -0.01161100 -0.51022000 -0.51022000 -0.02724700 -0.01821600 0.00027728 -0.40868000 -0.40868000 0.10312000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.487 0.000 0.000 -0.409 -0.306 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.487 0.000 0.000 -0.409 -0.306 10.547283 NA 9.077675 6.494091 11.695650 11.361843 11.419599 11.727867 9.200250 9.628203 11.414687 10.450688 8.623567 10.488576 12.157189 10.329236 4.453425 12.157542 9.491548 10.935554 10.611520 9.673766 10.615417 13.748255 12.520620 8.463284 0.344374 0.344374 8.974913 9.650404 10.1639897 11.6504046 11.8551070 -0.2405885 10.9791539 10.0897371 14.7072447 9.3860019 6.2023237 8.6602473 8.5125971 12.4758784 9.1627760 8.1708915 10.4838943 8.3923754 4.0813055 10.4189303 8.8574125 7.7817479 12.6641091 1.9292987 10.5012687 10.6181385 5.5922716 6.6235670 -1.2405885 9.8274869 NA 9.3639337 9.4615531 10.9355535 12.1838091 11.2267312 10.9336820 11.4624187 -1.2405885 NA 7.1645218 9.4068387 6.9442552 3.2829438 11.1111478 11.3053101 11.2721208 12.2564837 10.8773481 10.5117611 9.0631610 9.2533459 7.0992300 10.3471579 9.9833820 3.8886653 NA 7.3923758 8.6244639 9.8580705 9.8652890 6.7817479 9.9651736 5.0261671 TCGA-CQ-6219 50 1 479 NA head and neck stage iva t3 n2a NA female 2007 NA no head and neck squamous cell carcinoma 35 1974 1 white not hispanic or latino NA 1 1 1 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 4 0 0 0 4 0 0 0 0 0 0 4 0 0 2.080669e-06 7.975899e-07 10.8110540 NA 10.3637870 5.1265145 5.2312097 10.6104152 0.1723595 6.4821723 8.6588163 16.7079412 6.7522602 8.4297042 8.3979257 NA 9.6378828 9.9349754 4.8161747 5.7472263 10.0125698 7.8588171 -1.4127310 -1.4127310 10.2437788 7.7821110 11.0256260 1.9092739 10.6741536 10.6283285 10.3476580 11.2361609 -1.4127310 0.1723595 3.7166398 9.7437973 NA NA 13.1242082 7.4107210 10.6131787 11.0864524 8.3388981 6.9316500 10.7553992 2.9092739 -1.4127310 12.9040597 13.6051193 8.3186730 -0.4127310 9.6588163 4.5237564 11.2901760 6.7114756 7.5210445 0.9092739 NA NA 2.5873650 0.9092739 16.8574895 17.1233580 10.8985346 11.8818311 0.1723595 2.8352773 9.6399220 1.7572793 1.7572793 9.4406634 11.2455654 2.5873650 17.9202056 12.0015106 NA 3.1723115 0.9092739 11.7025602 9.4677027 5.5985826 10.4604404 10.8558960 15.2296172 9.1390622 6.2020631 3.8727598 11.2758228 9.8376524 5.4328425 11.5581788 10.1167845 11.4232070 11.4946202 NA 8.4684681 11.3509813 6.4453344 NA -0.4127310 2.3947062 6.3687142 8.9283167 10.0691534 NA 2.3947062 0.1723595 5.6426352 -1.4127310 11.1438600 NA 12.9446310 9.9254607 11.2198948 5.0467835 13.1421826 7.0991069 8.1476868 11.2751670 7.7722294 9.5781670 9.6228403 6.7166370 11.4582965 10.5317000 3.1723115 12.1120181 6.3489052 8.4499913 11.9016540 8.1030538 11.4793275 8.6534431 -1.4127310 10.5284016 0.5873650 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.236610 NA 10.372447 7.721780 10.898535 11.111158 10.706295 11.200913 9.048833 9.912097 11.396720 10.415094 9.092173 10.909282 10.337642 10.040110 5.309002 11.558179 9.503980 11.423207 11.207574 10.518461 10.626958 13.357414 13.438273 9.213976 NA 3.796805 9.634478 9.155310 10.5834743 11.6934261 10.7616555 -0.4127310 11.2637518 11.3048162 14.7092506 10.1557851 7.0508782 8.5077066 8.2668338 11.5315170 9.6143891 8.7870262 10.7594689 9.4146967 10.0125698 10.6544521 8.5239920 6.9839592 12.9040597 2.2877973 10.5735516 10.8985346 5.0792074 6.7771790 0.9092739 9.7185678 -0.4127310 9.2491319 10.5480800 11.4232070 11.4946202 10.8874205 11.3509813 11.4655965 1.3947336 4.9449053 7.7845707 10.0277041 6.9092823 3.4942492 11.1438600 11.0557234 11.2198948 12.5654387 11.0706659 10.8245639 9.4083306 9.6228403 6.9002365 9.9898331 10.1502832 4.9623917 NA 4.1419395 9.6758307 9.3067428 9.5342603 7.6097217 10.3300844 5.3817713 TCGA-CQ-6220 69 1 985 NA head and neck stage iii t3 n0 NA male 2007 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 2 1 3 1 3 1 4 1 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.433104e-06 1.144368e-06 7.8278546 NA 9.3200866 0.1033969 3.3512750 11.2023596 5.8037798 5.2326224 9.2594236 16.1266618 6.9859842 8.5317008 8.0517076 -0.8967374 9.8046472 8.7032533 4.5951933 3.0102248 10.8270016 8.1201487 NA NA 6.7686766 6.5042199 11.4951213 2.5627675 11.1744678 10.5348382 10.6116306 10.9147153 NA 0.1033969 0.1033969 9.6431199 NA NA 13.8199458 4.1033382 10.0611682 11.4996778 8.0222041 4.4956568 12.6888901 0.1033969 NA 13.4917616 12.9530389 8.6091521 0.6883147 11.8983656 9.5219945 11.8889974 4.1908045 5.8715258 NA NA NA 2.6882923 NA 15.8893288 16.2850066 11.0806206 12.3745118 -0.8967374 2.8037850 11.9903708 NA 0.1033969 8.4297699 10.5137920 NA 19.2270902 9.9417567 NA 1.9106943 -0.8967374 12.2221195 6.8515329 7.9425444 11.3449663 10.5821103 15.9279017 9.5317008 6.3225087 2.9106943 11.5678864 9.9139123 4.4956568 12.1005166 8.4207531 9.0399787 12.1168378 NA 8.2222815 11.4011167 3.4252713 NA -0.8967374 4.5627736 6.7615526 9.3887428 8.6347221 NA 0.1033969 NA 4.5296023 NA 10.5306535 2.4252713 12.9672365 9.9303895 10.9519636 2.5627675 13.0753332 3.1908045 8.2632119 11.4111107 6.7180506 9.8098366 9.6101442 8.9936050 8.7471967 10.7023236 0.1033969 10.1005202 4.1477381 7.2980974 11.4404050 8.0251817 12.0060926 8.0222041 NA 12.2230923 0.1033969 0.00000000 0.00000000 0.78157000 0.00055459 0.14355000 0.14355000 0.23659000 -0.26877000 -0.02365200 0.00889200 0.00889200 0.09391100 0.09391100 0.09391100 0.09391100 -0.00282700 -0.00282700 0.14623000 0.14860000 0.15084000 0.15084000 -0.09746700 0.29008000 -0.12369000 -0.12369000 -0.33745000 0.59764000 1.70330000 0.27745000 -0.02956100 -0.00954260 -0.34224000 0.00000000 0.00000000 0.00000000 -0.32797000 -0.32797000 -0.32797000 -0.32797000 -0.30909000 -0.30909000 -0.30909000 -0.30087000 0.00055459 0.00055459 0.00055459 0.14355000 -0.26877000 -0.26877000 -0.08107300 0.09391100 0.09391100 -0.00857660 -0.00857660 -0.00857660 0.00430210 -0.16815000 0.12963000 -0.32112000 -0.32112000 0.28313000 0.30250000 -0.09723200 0.17966000 0.17966000 -0.33918000 0.29008000 -0.12369000 -0.12369000 -0.33745000 -0.33745000 -0.32135000 -0.38078000 -0.38078000 0.26828000 0.000 0.000 0.000 0.000 0.146 0.146 -0.321 0.302 0.000 0.180 0.180 -0.339 -0.049 -0.124 -0.124 -0.337 -0.337 0.000 -0.277 0.588 0.272 -0.321 0.111 0.000 0.000 -0.328 0.603 -0.309 -0.309 0.000 0.000 0.144 0.144 0.237 -0.032 0.000 0.000 0.000 0.000 -0.112 0.268 0.000 0.000 0.000 0.000 0.146 0.146 -0.321 0.302 0.000 0.180 0.180 -0.339 -0.049 -0.124 -0.124 -0.337 -0.337 0.000 -0.277 0.588 0.272 -0.321 0.111 0.000 0.000 -0.328 0.603 -0.309 -0.309 0.000 0.000 0.144 0.144 0.237 -0.032 0.000 0.000 0.000 0.000 -0.112 0.268 10.5169685 NA 9.3249278 6.9235200 10.6332592 11.8989623 12.0075989 12.3695416 7.7792978 10.1415738 12.3913415 10.6784071 8.1960980 11.0244377 12.5708188 10.5358826 3.8087660 12.1005166 9.3666099 9.0399787 10.4680225 10.0813360 10.9974005 12.4055254 12.8085410 8.7704521 -0.8967374 3.6269063 9.6051778 9.7299623 11.2396910 11.7950842 10.5586679 0.6883147 11.3557104 10.7453923 13.9399320 9.7642279 5.4431922 8.7399652 8.2807601 10.7854574 9.0362640 7.9074718 10.4364960 8.3465146 10.8270016 11.2641575 8.4586916 6.8648918 13.4917616 1.1033298 10.6492704 11.0806206 4.3127958 6.1586238 NA 10.4398472 -0.8967374 8.7845789 7.7722255 9.0399787 12.1168378 11.5699270 11.4011167 11.3800467 1.9106943 NA 7.5254057 8.8175862 4.8847005 0.1033969 10.5306535 11.9104943 10.9519636 12.0707470 10.8607307 10.6141049 8.7471967 9.6101442 6.2428921 10.0451218 9.6967318 3.1033466 -0.8967374 2.2732772 8.5335423 9.8985686 10.1319375 7.2530873 9.7115954 4.2732622 TCGA-CQ-6221 79 0 NA 1000 head and neck NA t2 nx NA male 2008 NA no head and neck squamous cell carcinoma 25 1943 NA white not hispanic or latino 2 4 3 2 2 3 2 2 5 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.225037e-06 8.669455e-07 10.28832199 1.97940347 10.37548380 9.00870145 5.31926386 10.46474044 1.56437817 5.08793800 8.43268470 16.06938189 5.73430046 8.58304063 6.81861796 NA 9.25553874 7.40567929 5.06687707 NA 4.47126551 7.87423200 0.56432939 -1.02063311 0.56432939 7.56437664 11.09250524 1.30135352 10.13233277 10.32814240 9.95883949 11.17847308 NA 2.19355099 3.93361040 9.09415873 NA NA 12.99857056 6.01283681 10.43161429 11.62754706 10.97729939 10.95490403 9.33696619 7.69022082 -1.02063311 13.42358795 6.96240789 8.29682675 NA 6.06687707 6.55623933 12.53112251 5.97941491 6.60877081 NA 1.56437817 -1.02063311 0.56432939 0.97944006 15.34725417 16.54149012 8.71750644 12.72214472 -1.02063311 4.62326991 7.44701956 2.56437817 7.02380868 8.63583926 11.10998477 NA 8.66065271 10.44344939 -0.02063311 5.50297656 5.63762474 11.93669771 9.58211318 3.22734061 10.74890915 10.15496376 16.58181589 8.82960097 5.82490529 7.56812866 10.68979020 11.93433755 6.95095825 11.57129886 8.46524355 10.57793208 13.23377857 3.14934067 8.42649750 11.29144632 8.25320977 -0.02063311 NA NA 6.68677363 9.62687276 10.08270206 -1.02063311 3.67985163 NA 2.67985163 NA 10.65493027 -0.02063311 12.84272939 8.75739268 10.86929841 5.60877081 13.22511549 4.73430317 9.50786836 11.83447737 10.50444561 9.01833317 11.40219913 8.74925200 13.82881934 11.84842964 2.67985163 11.75378949 5.72088037 8.68331784 12.02687902 7.76404885 10.94086392 8.95382890 -1.02063311 -0.02063311 0.56432939 0.00388540 0.00388540 1.00070000 0.57844000 0.01000600 0.01000600 0.00000000 0.00000000 0.01265500 0.01265500 0.01265500 -0.61489000 -0.61489000 -0.23692000 0.23009000 0.61226000 3.65690000 0.55833000 0.00263570 -0.01367700 -0.01367700 -0.00466600 -0.23447000 -0.00373950 -0.00373950 -0.04020900 -0.17062000 0.00097064 -0.12408000 -0.62979000 0.00569190 0.00569190 0.00388540 0.00388540 -0.00124730 -0.62874000 -0.62874000 -0.62874000 -0.62874000 -0.03367700 -0.03367700 -0.34970000 0.23194000 0.03270400 0.02581200 -0.01092200 -0.63301000 0.00000000 -0.62655000 0.00388540 -1.26480000 0.23009000 0.00221930 0.00555290 -0.61460000 -0.62776000 -0.61585000 0.00263570 -0.62083000 -0.01367700 -0.61506000 -0.31237000 -0.05077600 -0.06786000 -0.06786000 -0.23447000 -0.23447000 -0.00373950 -0.63443000 -0.04020900 -0.04020900 0.00180300 -0.13216000 -0.13216000 -0.13216000 0.000 0.000 0.000 -0.616 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 -0.234 -0.234 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.631 0.000 0.000 -0.608 0.000 0.000 0.000 0.546 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.615 -0.385 -0.132 -0.132 0.000 0.000 0.000 -0.616 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 -0.234 -0.234 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.631 0.000 0.000 -0.608 0.000 0.000 0.000 0.546 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.615 -0.385 -0.132 -0.132 12.306827 NA 10.737596 3.066881 10.005246 8.773635 5.087938 10.277477 12.567192 9.655371 10.341358 11.600550 8.683318 11.179700 9.512744 11.189781 3.701882 11.571299 10.526309 10.577932 11.180006 10.267127 9.784352 13.020069 12.265123 7.217819 NA NA 9.561556 10.324265 10.56249697 12.49646844 10.18764862 3.83739835 10.54070219 10.79479753 13.62518354 5.54926871 7.12407270 7.60146625 9.30021481 11.81822422 7.83425171 9.30021481 9.68504659 8.03198234 4.47126551 9.89678633 6.96809882 7.96809882 13.42358795 3.14934067 11.10450480 8.71750644 5.00178423 3.88630626 6.31033103 8.58859284 NA 8.71919474 7.89529353 10.57793208 13.23377857 11.08989752 11.29144632 10.44905607 6.03469774 NA 9.58118495 11.98784286 3.62326991 1.56437817 10.65493027 11.80735231 10.86929841 12.84939357 9.57653574 9.47726609 10.51225711 11.40219913 8.39726690 10.46524355 10.46222219 -0.02063311 NA 2.88629651 9.42278257 9.01558789 9.56343711 6.97376738 10.78797624 6.26481601 TCGA-CQ-6222 63 0 NA 2016 head and neck stage iva t2 n2b NA male 2008 NA yes head and neck squamous cell carcinoma 10 1968 2 white not hispanic or latino NA 1 1 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 7 0 0 1.941958e-06 5.895229e-07 9.7956838 NA 10.0576657 3.4831967 4.3859004 10.0377844 8.1017404 8.6285184 8.2905507 16.5642013 7.1690872 8.1245406 8.4434492 5.1884524 8.8992128 9.2051862 4.9820033 7.4149609 3.4831967 6.7540497 2.5445843 NA 5.4831967 4.6600729 10.7487596 NA 10.4103293 10.1642048 10.9476081 10.8687766 0.5445843 NA 2.4190534 8.7565817 -1.0403782 NA 12.6142696 5.8299992 8.9958073 10.9522179 9.8269123 8.6977259 12.2195239 5.0040294 NA 9.5218760 12.4498577 8.8392167 -0.0403782 12.9222585 8.9711685 11.9753970 6.9820010 7.2725169 2.7669979 -1.0403782 -0.0403782 0.9596218 -0.0403782 15.8044860 16.3283664 10.7232609 12.7374026 NA 3.8665223 9.8747661 -1.0403782 1.2815499 8.6548619 11.4939364 1.5445843 19.0530240 12.4644526 NA 1.5445843 2.1295468 11.6539915 11.7203535 5.4514881 10.9198020 10.5389495 15.1244816 9.2345940 5.9708606 5.6738786 11.1150843 10.2605581 5.0889175 12.0554937 8.8176146 10.6025878 11.8933242 NA 8.2404045 11.0040276 5.4190635 NA -0.0403782 2.2815499 6.5445967 8.7278180 11.4363798 1.5445843 6.0785757 -1.0403782 6.7540497 NA 11.1049289 -1.0403782 13.0609527 9.8165493 10.6209663 5.2634138 13.3736581 4.9138277 8.1469856 11.4085242 6.5595469 9.1445089 9.8725228 11.1407858 10.4743476 10.9214450 0.5445843 9.9909902 7.7925235 8.2519553 11.3207549 8.2240760 12.0045399 8.2334294 -0.0403782 12.0895605 2.7669979 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.987885 NA 9.675210 8.510380 10.386422 10.637789 11.963503 11.854262 9.065542 10.324315 11.389563 10.526163 9.499762 10.359979 11.662239 10.855966 4.743353 12.055494 9.351951 10.602588 10.525212 10.026395 10.969637 13.067229 12.430165 8.790941 -1.040378 3.483197 9.380646 8.980613 11.0006082 11.7661832 12.5806552 1.2815499 11.2096358 10.3094676 14.6578754 9.6285186 8.4987922 8.3626457 8.4333392 11.6719456 8.2190000 8.3963449 10.3182792 8.5237830 3.4831967 11.0520604 8.3346728 9.5944446 9.5218760 4.0889133 10.1295585 10.7232609 6.2634138 7.0733757 5.5743438 9.1131856 1.9596218 9.0351128 7.9426271 10.6025878 11.8933242 10.3133318 11.0040276 11.1809186 5.2815610 5.8051248 10.2523406 14.4304195 7.3039296 5.0040294 11.1049289 11.5960316 10.6209663 12.1966941 11.1438890 10.8207204 9.1593060 9.8725228 6.3942620 10.6960355 9.7178568 1.9596218 0.5445843 9.2134809 10.0808045 9.6531206 9.6285186 5.8784973 9.8702762 4.5743438 TCGA-CQ-6223 69 0 NA 1428 head and neck stage ii t2 n0 NA male 2008 NA no head and neck squamous cell carcinoma 22 1958 0 white not hispanic or latino 1 3 NA NA 3 3 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 2.670192e-06 9.016233e-07 7.1646566 NA 10.3183807 -0.4719288 2.4349351 9.9437740 6.0671912 5.2284724 8.6688619 16.3838558 8.2180304 7.6286949 7.5420529 NA 9.5455366 9.3553749 5.1573874 4.0198887 9.0168765 8.6168204 NA NA 7.6469734 3.9203505 11.4414826 NA 10.8414822 10.6071836 11.0050315 11.4379253 -1.4719288 -1.4719288 1.6979517 9.1735735 NA 5.8041568 12.3844577 2.3353975 9.7740721 11.6702989 7.0671912 4.7948213 13.9012372 0.8499993 NA 12.1476791 13.7586531 9.2887521 -1.4719288 12.7416681 9.8489568 12.8204976 7.2180304 8.0057907 0.5280712 NA NA 1.1129670 0.5280712 15.3955880 15.7754429 11.0353313 13.0018014 1.6979517 2.4349351 10.4701801 NA 1.6979517 9.5483177 10.9400728 0.8149195 19.2959847 10.4060832 2.3353975 NA 0.1130337 12.0043987 5.9203505 8.1862435 11.4931780 10.3301446 15.9260577 9.3750896 6.9500974 2.3353975 11.3063147 10.3621082 5.9874641 12.4826375 8.4091461 10.6135047 12.7110472 NA 8.3937654 11.4966990 3.6573199 NA -1.4719288 4.6979573 6.6573156 10.2745466 8.9976740 0.1130337 -1.4719288 NA 3.2284647 NA 10.6992090 -0.4719288 13.1931460 9.7712717 11.8356600 2.5280211 12.7784787 1.6979517 9.1111151 11.3248830 7.4938162 9.5448404 9.1817729 11.7949651 8.2728658 10.6011696 0.1130337 8.9956377 4.1427402 7.3513995 12.0594137 8.0768541 11.4912896 8.4014765 NA 12.2266284 0.1130337 0.0027086 -0.0026322 1.3336000 -0.0182160 -0.3117600 -0.3117600 0.0322810 0.0322810 0.0806010 0.0806010 0.0800240 0.1061400 0.1061400 -0.5975400 0.1054100 0.0000000 0.0000000 0.1071600 -0.0609400 -0.0449570 -0.0449570 0.0383470 0.0435610 -0.5681300 -0.3117800 -0.5531700 0.1246100 0.1246100 0.0632020 -0.0882420 -0.0882420 0.0273570 -0.0026322 -0.0026322 0.0120750 -0.6205400 -0.6205400 -0.6205400 -0.6205400 -0.2637200 0.0836310 0.0836310 0.0836310 -0.0182160 -0.0182160 -0.0182160 -0.4094800 0.0322810 0.0322810 -0.6481800 -0.5853000 0.1054100 -0.2524900 -0.2524900 0.0834870 0.0000000 -0.0032605 -0.0609400 -0.0449570 -0.0449570 0.0978330 0.0853870 0.0255310 0.1010300 0.1041000 0.7154700 0.0119580 -0.6026400 -0.6026400 -0.5531700 0.1116900 -0.5901900 -0.0491540 -0.0491540 -0.0491540 -0.252 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 -0.585 0.000 -0.568 -0.603 -0.441 0.112 0.000 0.000 0.125 0.125 -0.590 0.000 0.000 0.000 0.713 1.334 -0.264 0.000 0.000 0.000 -0.280 -0.280 0.000 0.000 0.000 0.000 0.105 0.105 0.000 0.000 -0.252 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 -0.585 0.000 -0.568 -0.603 -0.441 0.112 0.000 0.000 0.125 0.125 -0.590 0.000 0.000 0.000 0.713 1.334 -0.264 0.000 0.000 0.000 -0.280 -0.280 0.000 0.000 0.000 0.000 0.105 0.105 0.000 0.000 10.7783306 NA 9.5349753 6.8544620 10.7718012 11.7923121 12.3665468 12.3177696 8.3077514 10.1144029 13.0228878 11.2097099 9.1026259 11.2939398 12.2282552 11.1270152 5.4342012 12.4826375 8.6611745 10.6135047 10.5042383 9.7682273 12.2536115 12.4378663 12.4875814 8.5024468 0.1130337 0.8499993 9.6796831 10.2716044 11.8426154 11.7254025 13.5290445 -0.4719288 11.5397836 10.7125977 15.3430886 9.9128160 5.9203505 9.0108402 8.7936472 11.9109264 8.7094826 7.9626606 10.4217130 8.5081719 9.0168765 11.6224399 8.9063269 8.1628435 12.1476791 0.1130337 10.4862224 11.0353313 4.4106735 5.9956383 -1.4719288 9.5614552 -1.4719288 9.1279451 8.5448404 10.6135047 12.7110472 10.8200662 11.4966990 11.6943522 1.1129670 NA 7.6901216 9.3758727 7.8789711 1.9874664 10.6992090 11.3607245 11.8356600 11.6916819 10.5399583 10.7789228 7.9117365 9.1817729 6.0437316 10.2340965 9.9063271 4.0826174 NA 7.1279448 8.7282933 9.7203250 9.9548211 6.8678816 10.0218876 4.3353904 TCGA-CQ-6224 52 0 NA 1721 head and neck stage iva t2 n2b NA male 2009 NA yes head and neck squamous cell carcinoma 35 1973 3 white not hispanic or latino 1 3 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 1.976636e-06 1.005657e-06 11.54475139 NA 10.11234398 5.58746701 7.36423360 10.98601607 -1.57260837 7.93142127 8.55429990 16.13130295 7.14527189 8.04781537 7.46376875 1.01256867 9.05786261 7.54653644 4.63704794 6.71299739 8.71530757 9.55300889 0.42760617 NA 13.00543720 10.18331753 10.78267107 2.01256867 10.64312835 10.35759346 10.37303924 10.79773779 0.01249716 NA 5.10001890 8.72930872 NA NA 15.26681145 5.90332996 9.62112072 11.45964109 8.20895516 9.16990471 10.50441094 7.15891460 -1.57260837 13.98278361 13.14687721 8.83380027 -0.57239383 10.13581713 5.59641639 12.07831055 7.47471914 6.71761474 4.81991338 NA -1.57260837 0.42760617 -0.57239383 15.80305017 16.48329563 10.79746529 13.15018945 NA 4.90332755 12.15253549 2.12802939 2.23496109 9.10355245 10.65491049 NA 18.27167277 13.18815939 NA 4.04230288 2.81991338 11.88600196 12.35731609 4.67552240 11.19667693 10.25056443 16.39420782 9.30334468 6.50441065 4.61742192 11.39590215 10.31975870 5.15551448 12.15698031 9.51040973 10.71876609 12.00443394 -1.57260837 8.47471914 10.92444911 9.05604101 NA 2.95115880 4.65641628 6.17578805 9.47880420 10.55042339 -1.57260837 4.49368576 NA 3.55688306 NA 11.43707410 NA 12.69482096 9.82987191 10.52628541 6.80697359 13.55888966 3.81991338 7.94526473 12.07054956 9.93638059 9.57416397 10.15347286 7.17578805 13.21753649 11.67626419 3.07145378 10.04368462 8.39770116 8.46376916 12.38133710 7.74274462 11.98050456 9.10619545 0.42760617 5.51505955 2.74951281 -0.0477750 0.1359800 0.3301400 1.3720000 0.0482120 0.0482120 0.0837760 0.0837760 0.0930400 0.5179000 0.6204200 -0.2782200 1.7654000 1.8538000 -0.0309500 -0.0073228 -0.2454300 0.1879800 0.1512900 -0.1024700 -0.1090600 -0.2536800 -0.2057300 -0.0049844 -0.0131870 -0.0462420 0.4012700 0.4012700 0.0423070 0.0000000 -0.0185340 -0.0185340 -0.0477750 0.1359800 0.1359800 -0.2636000 -0.2647800 -0.2647800 -0.2647800 0.5908000 -0.1020600 -0.1020600 -0.0918160 -0.2518900 -0.0532970 -0.0532970 0.0482120 0.1484600 0.1484600 -0.5222500 -0.1114200 -0.0096806 -0.2665300 -0.5104300 0.2266900 -0.0047079 -0.2433800 0.1512900 -0.0947240 -0.1024700 0.1635500 0.1635500 -0.2448400 -0.2186100 -0.2186100 0.0636520 -0.2437500 -0.5178400 -0.5178400 -0.0462420 0.0139110 -0.2592600 0.0777180 0.0423070 0.0423070 -0.267 -0.040 0.000 -0.236 0.188 0.188 -0.102 0.164 -0.245 -0.219 -0.219 -0.206 -0.206 -0.518 -0.518 0.000 0.000 0.000 0.000 0.401 0.401 -0.259 0.168 0.000 0.136 -0.265 -0.024 0.489 -0.102 1.264 1.264 0.000 0.000 0.000 0.000 0.518 0.518 0.000 0.000 0.000 0.000 -0.267 -0.040 0.000 -0.236 0.188 0.188 -0.102 0.164 -0.245 -0.219 -0.219 -0.206 -0.206 -0.518 -0.518 0.000 0.000 0.000 0.000 0.401 0.401 -0.259 0.168 0.000 0.136 -0.265 -0.024 0.489 -0.102 1.264 1.264 0.000 0.000 0.000 0.000 0.518 0.518 0.000 0.000 0.000 0.000 11.61618422 0.01249716 10.11277779 6.18914653 11.58604726 11.01911302 9.38832130 10.73536537 10.73166142 9.60064776 11.01865010 11.87299824 8.02750796 10.81183946 10.89009765 10.50307449 3.40899711 12.15698031 10.82044936 10.71876609 10.88779522 10.42759538 9.99184960 13.05361917 12.50255378 8.72221599 1.23493045 1.59750734 9.02936619 9.93291068 11.3260078 12.2795395 11.0010059 0.4276062 11.3155775 10.4825387 14.3507352 8.2413764 7.8663869 9.1263000 9.2154978 12.0181824 7.8387035 8.3494365 10.5767073 8.6479735 8.7153076 10.2525542 8.0312215 7.1791398 13.9827836 3.5568831 10.2533491 10.7974653 6.0496482 6.7982826 4.7129974 8.9063651 2.2349611 8.9033288 10.5539772 10.7187661 12.0044339 11.3462723 10.9244491 11.1893543 2.5150564 6.6075049 9.0386203 12.1174841 5.8199134 5.2349496 11.4370741 11.4957018 10.5262854 12.3020965 10.5798802 10.0583176 10.2485721 10.1534729 8.5697026 10.0390814 11.0346944 3.2855798 -0.5723938 1.5975073 8.9071130 9.6558128 9.8096789 6.9314207 10.0822314 5.9114112 TCGA-CQ-6225 65 1 403 NA head and neck stage iii t3 n0 NA male 2008 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 3 2 2 2 1 2 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 5 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.265372e-06 1.421791e-06 6.9272055 NA 10.6286266 -1.4779443 1.3294107 10.3099663 8.2085641 5.6095275 9.2111882 14.1912809 8.5276881 6.6253509 8.8212717 NA 10.7103434 8.7192803 4.8074683 3.1070182 10.3819866 8.8518599 0.1070182 2.6919808 4.8074683 5.1219769 11.2800787 1.8439838 11.2048389 10.6746654 10.6367821 9.6187788 1.3294107 1.8439838 1.1070182 7.9355646 -0.4779443 2.5220557 11.5146480 3.8796176 9.8382490 11.2671077 6.3924291 3.2225109 11.9237432 NA NA 6.9608557 11.0950007 7.5304922 NA 12.5357353 7.0598647 12.0187926 7.6253516 3.9483298 1.1070182 6.2159678 NA 1.6919808 0.5220557 12.9220739 12.2013074 10.3042429 12.7133543 2.6095186 1.3294107 11.0950007 0.1070182 -1.4779443 8.6882269 10.8206991 -1.1558554 16.8302472 8.6345032 2.1070182 NA NA 12.0960658 6.7069394 3.9814965 10.5217784 10.4338301 14.3937524 9.4928887 5.8796151 -0.4779443 11.5224159 10.1317042 0.1070182 13.2460978 9.6253514 11.0189175 10.4568602 -1.4779443 8.6552058 10.8965598 7.2968511 0.1070182 NA 3.2225109 6.9773910 9.4327064 8.3001407 0.5220557 4.0766532 3.8074683 4.4762585 -1.4779443 9.9835432 6.8619132 13.5808587 8.7488131 10.7056991 -0.4779443 12.9212748 4.3549528 8.6187790 10.6660845 9.4936073 9.6435972 9.9042337 9.4327064 7.6148210 7.6590547 -0.4779443 10.7244936 3.6919919 7.1550590 11.7835710 8.3486122 11.8633045 8.9566918 NA 12.3363457 NA 0.3333500 0.3312800 1.1164000 0.5037700 0.3283400 -0.0414310 0.5008600 0.4464700 3.4294000 0.4622900 0.4622900 -0.4363700 -0.4363700 -0.4363700 0.1042400 0.3603500 0.3603500 -0.0154660 -0.0154660 0.1568100 0.1281500 0.3904100 3.6569000 0.5278300 -0.5356100 -0.5473400 0.3826500 0.3826500 -0.0189460 -0.5016200 -0.5016200 0.3961200 0.3312800 0.3312800 -0.5377900 -0.5219400 -0.5219400 -0.5178400 -0.5178400 -0.5322600 -0.0091286 -0.0223320 -1.2929000 -0.4660000 -0.4748000 -0.4748000 -0.0878440 0.4464700 0.4464700 -0.5189700 -0.4363700 0.1838900 -0.3850400 -0.3850400 -0.3850400 -0.0657160 0.3603500 -0.0154660 -0.3561300 -0.3561300 0.1447400 0.1447400 0.4031100 0.2096200 0.2096200 -0.5246100 0.4315900 -0.5356100 -0.6966700 -0.5473400 0.1971000 -0.4993400 -0.0043613 -0.0043613 0.0000000 -0.385 -0.385 0.000 0.360 0.000 0.000 -0.335 0.145 0.390 0.000 0.135 -0.156 0.368 -0.008 -0.536 -0.350 0.197 -0.502 -0.106 0.383 0.383 -0.499 0.215 0.331 0.331 0.599 1.116 -0.532 -0.532 0.504 -0.475 0.000 0.000 0.816 0.816 -0.519 -0.057 -0.262 0.174 0.000 0.000 -0.385 -0.385 0.000 0.360 0.000 0.000 -0.335 0.145 0.390 0.000 0.135 -0.156 0.368 -0.008 -0.536 -0.350 0.197 -0.502 -0.106 0.383 0.383 -0.499 0.215 0.331 0.331 0.599 1.116 -0.532 -0.532 0.504 -0.475 0.000 0.000 0.816 0.816 -0.519 -0.057 -0.262 0.174 0.000 0.000 10.286106 1.329411 10.391291 2.329411 11.182505 11.554103 11.248708 16.429711 8.153241 9.351786 11.869270 11.718051 6.367555 10.207250 11.545472 10.761065 5.240288 13.246098 8.430456 11.018917 10.856896 10.560983 11.421987 13.806252 13.221690 12.396181 NA 3.107018 9.674349 12.368044 10.393199 11.993612 10.289834 -1.477944 10.911426 10.099964 14.096626 9.554109 7.582760 9.448360 9.647477 11.448916 9.620102 9.152331 9.708797 9.916526 10.381987 10.344236 9.526986 4.165920 6.960856 3.807468 10.639057 10.304243 7.201544 2.107018 3.045618 9.051494 NA 9.067028 7.641005 11.018917 10.456860 9.877965 10.896560 11.502025 1.107018 3.428960 7.422930 9.080484 5.487846 3.981497 9.983543 11.344834 10.705699 12.632058 10.477350 12.093461 6.905768 9.904234 7.437943 9.958775 10.053932 -1.477944 1.843984 7.793527 8.115567 9.022906 9.569188 8.176700 9.894929 4.914383 TCGA-CQ-6227 77 1 129 NA head and neck stage iva t3 n2c NA male 2008 NA no head and neck squamous cell carcinoma 20 1959 8 white not hispanic or latino 1 1 3 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.248402e-06 4.508117e-07 9.46650293 -0.64791949 10.07320916 4.50185947 5.74442754 10.13633573 2.99597287 7.06635510 8.88641266 15.63495401 7.42892541 7.61185328 7.70746129 5.01032333 8.93613291 8.46585206 5.12029387 4.56156443 9.79038190 8.20229674 0.35208051 -1.64791949 8.33367731 9.13018699 10.81818638 -0.64791949 10.72524695 9.94363231 10.71323124 10.29682194 0.67400861 -1.64791949 4.76150336 8.88426120 NA NA 13.64665887 7.93707245 9.39102894 11.01522324 8.26948205 8.19288802 12.23933052 5.37447615 -1.64791949 13.67695848 11.57339493 8.94829977 NA 12.16949335 4.23475421 11.75272255 6.60003777 6.83188991 3.56155832 1.81155323 -0.64791949 2.15946773 0.35208051 15.19870202 15.03112040 9.79297912 12.02949923 -1.64791949 7.76785141 10.93848061 -0.06295699 2.99597287 8.06119349 10.72932045 -1.64791949 18.18611949 10.34540214 NA 2.15946773 3.21009269 11.96877362 11.08597264 5.76996211 10.36365514 10.48781924 15.67809165 9.40127783 5.73581459 5.34079368 11.28358615 9.91721199 5.70083918 11.85043182 8.81971544 9.70966198 11.76150083 NA 8.14814962 10.17069211 6.65589131 -0.64791949 NA 4.37447615 6.35773497 10.01210575 10.35034773 2.60003182 4.72714718 3.77837681 3.48138937 NA 11.04319910 -0.64791949 12.82454691 9.67135866 11.31681178 7.60240863 13.24735382 2.67403121 7.61889641 11.76837966 10.09104656 10.42658587 9.86994665 10.82200607 11.27134572 11.80679476 0.35208051 10.58393111 7.14652591 8.37447789 11.25674456 7.87958693 12.59148469 8.33652843 0.35208051 9.46389767 2.43956995 0.0413310 -0.0122250 0.5261000 0.0334220 -0.0096669 -0.0096669 0.0441620 0.0334500 -0.3054400 0.2199200 0.2335100 -0.2815500 -0.2815500 0.0478500 -0.3435300 -0.1305600 0.3132500 -0.0494110 -0.0494110 0.5994600 0.0080704 -0.1310700 0.0181170 0.7704400 -0.2869000 0.0055666 0.0689660 0.0689660 1.7772000 0.0370900 0.0370900 -0.1078100 0.0000000 0.0000000 -0.0354350 -0.2860700 -0.2860700 -0.2860700 -0.2860700 -0.0691850 -0.0691850 -0.0691850 -0.0691850 -0.2880900 -0.2880900 -0.2880900 -0.0096669 0.0334500 0.0292330 -0.2976700 -0.2815500 0.0478500 0.0284950 0.0284950 0.0337040 -0.1305600 -0.1269200 -0.0494110 -0.1583400 0.1419300 0.1664200 0.1664200 -0.1416800 0.0144830 0.0144830 0.0181170 0.0181170 -0.2869000 -0.3040300 0.0055666 0.0055666 0.0296200 -0.3074400 -0.3074400 -0.2950700 0.000 0.000 -0.127 -0.127 0.000 0.000 0.000 0.166 -0.142 0.000 0.000 0.000 0.000 0.484 -0.287 0.000 0.000 0.000 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 -0.254 0.000 0.000 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 -0.297 0.220 -0.282 -0.282 -0.294 -0.294 0.000 0.000 -0.127 -0.127 0.000 0.000 0.000 0.166 -0.142 0.000 0.000 0.000 0.000 0.484 -0.287 0.000 0.000 0.000 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 -0.254 0.000 0.000 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 -0.297 0.220 -0.282 -0.282 -0.294 -0.294 11.53559023 -0.06295699 9.23972644 6.13346900 12.13837955 11.60550980 10.54069880 11.47849172 10.18539531 10.52547471 10.09568210 11.08173068 7.38277704 10.60240835 10.79246000 10.16589109 6.32238788 11.85043182 9.68638322 9.70966198 10.67206418 10.60831859 9.76467972 12.37300220 12.79005700 7.72279729 0.67400861 1.35213703 8.56399816 9.21164474 10.7652089 12.4842883 10.2953573 3.1594677 11.0800304 10.8169109 14.7361680 8.9941616 7.3521097 9.1053266 8.8648504 11.7407999 8.4428838 8.7422788 10.4309278 9.4716996 9.7903819 10.7438905 7.8756720 7.4684538 13.6769585 2.6000318 10.8968329 9.7929791 6.7657376 5.8912685 2.5220306 10.4839669 -0.6479195 9.3222157 9.8464656 9.7096620 11.7615008 11.2636892 10.1706921 11.3021189 4.0800266 3.5615583 9.5418666 12.3869089 6.0525507 6.5857302 11.0431991 11.4468474 11.3168118 12.2032733 10.7165182 10.2457906 9.9805555 9.8699466 7.5145010 10.4016182 10.0779022 4.6375117 -1.6479195 2.2590012 8.3708805 9.8058949 10.2065888 6.8638629 10.3570326 5.6649919 TCGA-CQ-6228 71 1 456 NA head and neck stage iva t1 n2b NA female 2009 NA yes head and neck squamous cell carcinoma 50 1959 14 white not hispanic or latino 1 2 3 2 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.398426e-06 6.935564e-07 7.50043719 0.44784364 11.09936912 4.40206725 4.97142859 9.99138409 8.40061008 5.59761460 8.92663846 14.85782327 9.49294592 7.60521577 8.53134832 0.03280615 9.97436812 9.93218832 5.17456222 2.97142399 9.18342498 9.72747941 1.03280615 NA 10.53068324 6.10608026 11.65198147 NA 11.09487755 10.85725986 11.00581119 9.86835557 1.03280615 2.98826659 3.53533137 8.63766893 NA NA 14.16549177 5.18933435 8.63201296 11.72093598 8.38303376 6.63274370 10.69964715 6.71933132 NA 12.99289368 13.05456326 7.76528146 0.76977174 11.65534083 6.26696265 12.93061383 5.98702748 4.22922643 3.03282377 0.03280615 NA 3.14831591 2.25522879 14.06194316 13.77467193 10.45734763 12.44998066 -1.55215636 4.37860872 10.82046189 3.03282377 2.44787009 10.29922760 12.16992926 NA 17.61064374 10.27402014 3.35476244 1.03280615 2.44787009 12.11209394 7.29335853 2.35476244 10.09866036 9.84072286 14.89990095 9.95912736 7.39623571 3.40206725 11.18596117 9.04499020 3.53533137 14.36334078 8.35325580 10.53367323 11.51025236 -1.55215636 8.81528370 11.65473062 9.22922860 0.03280615 NA 2.84018121 6.96356891 9.15522808 9.40859490 3.35476244 5.06257939 3.40206725 8.44927702 -1.55215636 9.85990947 8.71699569 13.00963415 9.71433345 10.36710466 6.03283038 12.72762455 6.55639263 8.40931838 12.06671320 6.88666110 8.82507930 10.21044610 4.75165117 11.06441775 8.78883153 -0.55215636 8.28391946 5.40206384 7.54326619 11.83386607 8.18933584 10.58293680 10.22881869 -0.55215636 12.02198933 3.73326756 -0.0105080 0.6240600 0.6053900 -0.0204120 0.0000000 0.0000000 0.0209030 0.0209030 -0.7750100 -0.7298500 1.4084000 -0.7686800 -0.7686800 -0.7686800 -0.4577900 0.0031910 3.6569000 0.0800240 0.0036076 -0.7303800 1.0099000 3.6569000 3.6569000 0.0782940 0.0698120 0.0115390 0.0319990 0.0319990 -0.0998680 -0.7844600 0.0195670 0.0455660 -0.0105080 0.6240600 0.6240600 -0.7277700 -0.7098800 -0.7098800 -0.7098800 -0.1366500 -0.1366500 -0.1366500 -0.1598800 -0.0204120 -0.0204120 -0.0204120 0.0000000 0.0209030 -0.7946100 -0.7737100 -0.7686800 -0.7686800 -0.1879800 -0.1454100 -0.7370700 0.0031910 -0.7942800 0.0218840 0.0458490 -0.7303800 0.0248290 0.0065091 -0.0950620 0.0495400 0.0495400 -0.7714100 0.1076000 -0.6804000 -0.6804000 -0.0071958 0.0115390 0.0277780 -0.0998680 -0.0998680 -0.0998680 -0.145 -0.145 -0.754 -0.754 0.000 0.000 0.000 0.000 0.611 0.000 0.000 -0.771 0.000 0.000 -0.680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.624 -0.104 0.605 -0.137 -0.137 0.000 0.000 0.000 0.000 0.000 0.000 -0.774 0.584 -0.769 -0.038 0.000 0.000 -0.145 -0.145 -0.754 -0.754 0.000 0.000 0.000 0.000 0.611 0.000 0.000 -0.771 0.000 0.000 -0.680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.624 -0.104 0.605 -0.137 -0.137 0.000 0.000 0.000 0.000 0.000 0.000 -0.774 0.584 -0.769 -0.038 0.000 0.000 10.3093436 0.7697717 9.9971579 4.5353314 10.5491880 11.2646426 11.9977739 13.7687047 8.5524678 9.0177246 12.8979202 13.9954563 7.1825781 10.8158296 11.5694024 10.9719208 2.8110394 14.3633408 8.3472258 10.5336732 10.1629729 11.3220818 10.9142003 13.6553672 13.2386246 13.0291283 -1.5521564 4.1202939 8.7709235 10.0186734 11.6466209 11.8288710 10.1069729 2.1483159 11.2025476 11.5087337 14.3792521 9.1025049 8.4604936 10.0067679 9.0014983 12.4769835 9.4639250 9.2791762 10.2648525 10.2652523 9.1834250 10.3711964 7.8970177 6.9947630 12.9928937 2.2552288 10.9052498 10.4573476 7.2127405 6.2744182 4.1483078 9.4604934 1.6178157 9.8125507 9.1595358 10.5336732 11.5102524 11.2236849 11.6547306 11.8181476 0.7697717 -1.5521564 10.4983128 9.1706765 7.4618895 6.7562080 9.8599095 11.2927708 10.3671047 12.4777600 9.9821718 10.4287225 8.0772254 10.2104461 9.6548832 10.1774897 11.8007399 3.4020672 0.4478436 7.3151478 9.1242669 10.3626277 9.9246151 8.5719904 10.2752116 7.0177249 TCGA-CQ-6229 61 0 NA 1179 head and neck stage ii t2 n0 NA male 2009 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 1 3 3 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 7.282342e-07 3.467782e-07 9.59763024 1.27441077 10.38890061 2.16748639 4.78898842 10.66181657 7.77767220 7.01780613 9.54320722 16.14740529 7.08176995 8.23027219 7.99258038 1.92649289 9.16228810 9.88596643 5.37395092 4.59634483 11.81551127 8.57558425 -1.53282488 NA 8.30468763 10.17441890 10.62882143 3.67651566 11.08015851 10.22861093 10.91362613 10.77226648 NA NA 3.55452746 9.31955020 -0.53303362 NA 14.13289524 6.87645064 9.74550912 11.36282431 7.73618610 6.50597824 11.28444317 2.05203326 NA 13.17635896 12.17171990 9.28003926 1.46707076 10.42850936 12.54674948 11.44344483 5.85076443 6.66181657 1.46707076 -0.53303362 NA 1.05199847 0.46707076 15.54665856 16.34067913 10.84074056 12.10978835 NA 4.11091442 11.15574715 0.05199847 1.63700736 8.48942733 10.86152244 0.05199847 18.34394082 10.50871882 NA 1.46707076 -1.53282488 12.17958672 9.79180284 6.38592278 10.33859534 10.28644052 15.78539951 10.01105809 5.08176995 3.22195439 11.90064514 9.80579610 5.19498137 12.25332833 8.73384612 10.66581164 11.91259194 -1.53282488 8.11271837 10.70097889 3.92649289 NA -1.53282488 3.59633886 6.62693115 9.44791326 8.91000316 0.46707076 2.71499278 -1.53282488 3.37395439 NA 10.72297347 NA 12.86239302 9.49977355 11.17678975 4.73384781 13.29186932 4.78898842 7.95891284 11.43554651 8.81135575 9.32969702 9.53100748 10.81689381 10.26350501 10.97014005 1.92649289 8.25496245 5.32504096 9.57754307 11.18773150 7.68137898 11.86887255 8.64073696 -0.53303362 11.21357402 0.05199847 0.0049969 0.0049969 0.3659200 0.0000000 0.0702430 0.0702430 2.2038000 0.0069435 0.1837400 0.1837400 0.1837400 0.1408700 0.1408700 0.1408700 0.1408700 -0.0191400 0.1952700 0.0188030 0.0188030 -0.0143660 -0.0143660 -0.1421900 -0.0178030 0.0404680 0.0404680 -0.0287650 0.2364300 0.2364300 0.1694100 -0.0027707 -0.0027707 -0.0027707 0.0049969 0.0049969 -0.0018014 -0.1928700 -0.1944800 -0.1944800 -0.1944800 -0.0038779 -0.0038779 -0.0038779 -0.0038779 -0.1690800 -0.1690800 -0.1690800 0.0702430 0.0069435 -0.0030933 -0.2330000 0.1408700 0.1408700 0.0615080 0.0615080 0.0615080 -0.0191400 -0.1829500 0.0188030 -0.0143660 -0.0143660 0.2032000 0.2032000 -0.1421900 -0.0279450 -0.0279450 0.3422600 -0.0178030 -0.2255200 -0.2255200 -0.0287650 -0.0287650 -0.1090600 -0.2191100 -0.2191100 0.1694100 0.000 0.000 0.000 -0.164 0.000 0.000 0.000 0.203 -0.142 0.000 0.000 0.342 0.000 0.000 -0.226 0.000 0.000 0.000 0.000 0.236 0.236 -0.109 0.149 0.000 0.000 -0.005 0.188 0.000 0.000 0.000 -0.169 0.000 0.000 0.000 0.000 -0.049 0.184 0.141 0.141 -0.050 0.169 0.000 0.000 0.000 -0.164 0.000 0.000 0.000 0.203 -0.142 0.000 0.000 0.342 0.000 0.000 -0.226 0.000 0.000 0.000 0.000 0.236 0.236 -0.109 0.149 0.000 0.000 -0.005 0.188 0.000 0.000 0.000 -0.169 0.000 0.000 0.000 0.000 -0.049 0.184 0.141 0.141 -0.050 0.169 10.5165680 NA 9.5649865 7.2967823 11.4414743 13.7357797 11.0562426 11.6412052 8.2999498 9.9783182 11.4117718 10.6231428 8.6777309 10.6531740 12.0126275 10.5274179 4.8053079 12.2533283 9.8491433 10.6658116 10.5141836 9.8469795 10.6910613 12.7047962 12.7292280 9.7273913 -0.5330336 3.3250410 9.7872961 10.7250368 10.66458355 11.55435679 12.37160027 1.05199847 11.01033326 10.72650880 14.28191676 10.26106932 6.77084094 8.90168782 8.46987458 12.10470348 8.70573916 8.49772692 10.86232608 8.88596659 11.81551127 11.18387918 8.47548823 6.76626784 13.17635896 1.78897798 10.85722867 10.84074056 5.56509141 5.99844150 2.05203326 10.48734525 0.05199847 9.23607113 9.08452726 10.66581164 11.91259194 11.48821322 10.70097889 11.16359263 1.63700736 3.59633886 6.77084094 11.05084768 5.89332338 4.02164851 10.72297347 11.87260009 11.17678975 12.08624801 10.60565146 10.00767206 8.84209919 9.53100748 7.51418382 9.85292208 9.53314885 2.55451518 -0.53303362 3.37395439 8.50260111 9.77084044 10.21860380 6.99844150 10.55053902 5.00621722 TCGA-CQ-7063 59 0 NA 2133 head and neck stage i t1 nx m0 female 2008 NA no head and neck squamous cell carcinoma 1.25 1963 NA white not hispanic or latino 3 6 NA NA 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.987949e-06 1.317757e-06 10.7063088 NA 10.5867767 NA 2.7994189 10.3648377 3.9148993 6.2368236 8.6800222 16.3745142 6.6323089 7.7143019 7.2859182 NA 8.9423761 9.9982725 4.9423784 6.4042798 8.3893814 8.1062394 1.5364011 NA 4.5363824 6.8291658 11.0798024 5.5182361 10.2812177 10.2946071 10.2972701 10.5813243 NA -0.7856265 2.6738956 9.2104631 NA NA 13.7169768 7.5763997 8.9183594 11.5304543 7.9114231 3.8583093 12.0121172 -0.7856265 NA 13.4379296 13.2082787 9.1198427 -0.7856265 11.4378542 9.4069951 11.9244011 6.2256837 7.8328413 NA 1.5364011 NA 2.0217995 0.2144979 15.1924283 14.1550588 12.1062394 12.6922140 NA 3.0218173 10.9622291 NA 0.2144979 9.5796846 10.8465421 2.6607233 19.2445961 12.1453778 NA 2.0217995 -0.7856265 11.5021681 6.6490837 6.5090766 11.4534426 10.0583768 15.8887997 9.0894370 1.2144357 2.0217995 10.7923565 9.7073103 6.4141288 11.8791163 8.4018079 12.3653136 12.2125172 NA 8.0909725 11.1107881 0.2144979 NA -0.7856265 6.3124873 6.4718443 8.7899949 9.6573992 1.2144357 -0.7856265 -0.7856265 5.7380166 -0.7856265 11.1062394 -0.7856265 12.4982675 10.4178220 11.0739905 5.0218128 13.4952265 4.5720104 7.3072127 10.9601300 8.3642030 8.7477855 9.8317120 8.5090766 8.8031705 11.6767024 0.7994189 10.6537672 5.0724360 8.5981601 11.9945853 8.4360427 12.8875439 9.1092736 -0.7856265 11.9508577 0.2144979 0.03981800 0.00894790 -0.00036015 -0.00077592 -0.00174570 -0.00174570 -0.00216120 0.00033299 -0.46063000 0.43790000 0.43790000 2.05600000 0.43190000 0.43824000 0.22721000 0.33050000 0.16881000 0.00158130 0.00158130 -0.00603490 -0.00603490 0.00269150 0.00338570 -0.00340710 -0.00340710 -0.00396060 -0.00562020 -0.00562020 0.03417000 0.00172000 0.00172000 0.00172000 -0.00114200 0.00616490 0.01201400 -0.00063734 -0.00063734 -0.00036015 -0.00036015 -0.00479060 0.00000000 0.00000000 0.00588680 -0.00077592 -0.00077592 -0.00160720 0.00505270 -0.00243810 -0.00243810 -0.98707000 0.43152000 0.22595000 -0.00036015 -0.00036015 -0.00036015 1.67780000 0.28793000 0.00158130 -0.00603490 -0.00603490 -0.00105310 -0.00105310 0.00269150 -0.00022154 -0.00022154 0.00338570 0.00338570 -0.00373760 -0.00373760 -0.00396060 -0.00396060 -0.00063734 0.03417000 0.03417000 0.03417000 0.000 0.000 0.288 0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.461 -0.023 0.438 0.438 0.000 0.000 0.000 0.000 0.288 0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.461 -0.023 0.438 0.438 0.000 0.000 10.9613899 NA 10.1446017 9.8087803 11.4444762 11.3530347 10.2697381 11.7409550 7.6942360 10.6480411 10.5637369 11.2399414 10.9676725 10.5581966 12.9967373 10.4492732 3.3494927 11.8791163 9.1657404 12.3653136 10.8628133 9.8365076 11.5612465 12.6031027 12.4907256 9.0137375 -0.7856265 2.7994189 9.7477855 8.9148954 11.1892288 11.7090614 11.0739905 0.7994189 11.4958062 11.0197966 15.0394376 10.1198427 6.7994176 8.6365206 8.7242307 12.0734081 8.8125082 7.5408851 10.9647440 8.2368236 8.3893814 10.9896545 8.8438124 7.9183594 13.4379296 2.5363762 10.2622613 12.1062394 4.6067738 7.5676025 NA 10.6185329 NA 9.2588498 9.7565203 12.3653136 12.2125172 11.1054799 11.1107881 11.6038182 1.7994189 NA 7.6697829 10.5044746 6.3437383 3.3843814 11.1062394 11.1852806 11.0739905 11.8795695 10.2437430 10.2319601 9.9061993 9.8317120 6.1451924 10.4534575 10.0250274 5.7222502 -0.7856265 0.2144979 10.0617167 10.0145467 9.6013960 5.9009561 9.9432266 4.7690470 TCGA-CQ-7064 83 0 NA 1973 head and neck stage iii t3 n1 m0 female 2008 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 3 NA NA NA NA 2 1 2 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.121004e-06 1.075012e-06 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.0816050 -0.1589400 0.4051100 0.1761800 0.0112610 0.0112610 0.0151680 0.0151680 -0.3581800 0.2146800 0.2169900 -0.3473300 -0.3473300 0.0342540 0.0342540 0.0629370 0.0629370 0.0200630 0.0200630 -0.1760100 -0.1760100 0.0249690 0.0044202 0.0296060 1.1117000 -0.1363900 0.1873700 0.1873700 -0.2131400 0.0000000 -0.3829100 0.1065800 -0.1589400 -0.1589400 -0.1589400 -0.3568100 -0.3568100 -0.3568100 -0.3568100 -0.1257700 -0.1257700 -0.1257700 -0.1257700 -0.1352100 -0.1352100 -0.1545700 0.0112610 0.0151680 0.0151680 -0.3561300 -0.3473300 0.0342540 -0.1086400 -0.1086400 -0.1086400 0.0629370 0.0629370 0.0200630 -0.1760100 -0.1760100 -0.0027707 -0.0094157 0.0249690 0.0186630 0.0186630 0.0044202 0.0227250 -0.3492700 -0.3492700 -0.1363900 -0.1363900 -0.3002800 0.2028900 -0.3509900 -0.2131400 -0.109 -0.109 0.000 0.000 0.000 0.000 -0.176 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.349 -0.136 -0.136 0.000 0.107 0.187 0.187 -0.300 -0.174 -0.159 -0.159 -0.195 0.161 -0.126 -0.126 0.041 -0.135 0.000 0.000 0.000 0.000 -0.356 -0.139 -0.347 0.000 0.211 -0.002 -0.109 -0.109 0.000 0.000 0.000 0.000 -0.176 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.349 -0.136 -0.136 0.000 0.107 0.187 0.187 -0.300 -0.174 -0.159 -0.159 -0.195 0.161 -0.126 -0.126 0.041 -0.135 0.000 0.000 0.000 0.000 -0.356 -0.139 -0.347 0.000 0.211 -0.002 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-CQ-7065 40 0 NA 1628 head and neck stage ii t2 n0 NA male 2009 NA no head and neck squamous cell carcinoma NA NA 0 asian not hispanic or latino 1 3 3 3 3 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 8.669455e-07 4.161338e-07 6.3036967 NA 10.3279883 -0.1309972 2.6764254 9.7145591 3.3285062 3.4540311 8.7486524 15.8240265 6.8348540 7.8203539 8.2375757 NA 9.0464886 8.4294021 4.8463479 4.3609191 9.4379753 7.3036977 NA NA 5.1544698 10.8477796 11.0873296 NA 10.4902053 10.4246169 10.7597135 10.0508426 NA NA 1.1909941 9.1160947 NA NA 14.7246190 6.1999864 9.3945900 10.3417600 9.0264161 4.8914386 11.5682078 2.4540443 NA 14.1261623 11.9649606 10.0452423 NA 12.3118831 7.3847691 11.7513301 7.3528847 5.7517128 -1.1309972 0.4540706 NA 1.4540179 -1.1309972 14.8545771 15.3396359 11.9339803 13.4845838 -1.1309972 1.8690818 12.6341480 NA NA 9.6884500 11.5020643 -1.1309972 18.9744344 8.1977440 NA -0.1309972 NA 11.1776926 8.7192560 4.2613879 10.7069493 10.5361807 14.5833415 9.4427163 8.6618593 0.8690818 11.5710253 9.4745486 1.8690818 12.3255519 5.5969888 6.5833145 10.5703755 NA 8.2549318 10.2094757 8.8203539 NA NA 3.1909941 7.3036977 9.9351583 8.0389941 NA -1.1309972 0.4540706 1.8690818 -1.1309972 10.8524190 NA 13.4975716 8.3616434 9.6828503 1.8690818 12.9736679 2.0389980 8.1590877 11.3768638 9.3965461 10.7905382 9.3569092 8.9243514 8.2266212 9.5599401 2.3284918 9.4004506 4.6239546 9.6634850 12.4330995 8.1774081 12.5857814 8.5450262 -1.1309972 10.4947780 0.4540706 -0.02562000 -0.03435900 0.71453000 0.01181800 0.00000000 0.00000000 0.02644800 0.02644800 -0.75314000 0.69746000 0.70363000 -0.73985000 -0.73985000 -0.73985000 -0.02534600 0.65424000 0.65424000 -0.00567570 -0.00567570 2.95300000 0.05779600 0.01070300 0.00346870 -0.00429290 0.66383000 -0.00498440 0.01181800 0.01181800 -0.07054600 0.00328240 0.00471900 -0.00124730 -0.02562000 -0.02562000 -0.03286000 -0.72606000 -0.72606000 -0.72606000 -0.72606000 -0.02096100 -0.02096100 -0.02096100 -0.02096100 -0.74194000 -0.74560000 -0.74560000 0.00000000 0.02644800 0.02644800 -0.76587000 -0.73985000 -0.00263220 0.00072757 0.00072757 0.00072757 0.65406000 0.65424000 -0.00567570 -0.72358000 -0.69938000 0.01181800 0.01181800 0.01684500 0.01712400 0.01712400 0.00346870 0.00346870 -0.71158000 -0.71158000 -0.00498440 -0.01587900 -0.75383000 -0.05835100 -0.10237000 -0.15915000 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.707 0.000 0.000 0.000 0.000 0.000 0.000 -0.732 -0.693 0.000 0.000 -0.726 -0.012 0.000 0.000 0.000 -0.746 0.000 0.000 0.000 0.000 -0.056 0.697 -0.737 0.000 0.000 0.000 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.707 0.000 0.000 0.000 0.000 0.000 0.000 -0.732 -0.693 0.000 0.000 -0.726 -0.012 0.000 0.000 0.000 -0.746 0.000 0.000 0.000 0.000 -0.056 0.697 -0.737 0.000 0.000 0.000 10.6210315 -0.1309972 10.1787047 3.6764254 11.1688495 10.5656020 10.8499227 11.9610003 7.3078611 9.7074853 12.5531602 12.0678211 6.6438562 10.5366242 9.9795524 10.0028535 5.8699701 12.3255519 8.7192560 6.5833145 10.6172620 10.5533794 10.9798787 13.5270887 12.6853628 8.4121011 NA 1.4540179 9.2011057 8.8620075 11.2013854 11.9520498 12.2189032 NA 11.1299887 10.7313190 14.6708020 10.3798333 3.8232704 9.3171853 8.9918971 11.3738881 8.5791353 8.8261712 10.9736679 9.0846022 9.4379753 10.9168747 7.5201205 4.6239546 14.1261623 -1.1309972 10.4250961 11.9339803 6.2353920 3.5695032 0.8690818 9.2200082 -1.1309972 8.7623707 7.7759598 6.5833145 10.5703755 11.5257174 10.2094757 11.6583990 1.8690818 3.0389980 6.7332554 10.2089191 6.7082728 3.4540311 10.8524190 11.4441356 9.6828503 12.2441086 10.3803276 11.0576579 8.4745488 9.3569092 7.0137269 10.4629270 9.7789622 -1.1309972 -1.1309972 -1.1309972 7.1677272 9.6748130 9.5918767 7.7998068 10.5361807 4.7759618 TCGA-CQ-7067 75 0 NA 509 head and neck stage i t1 n0 NA female 2009 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 7 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2.254058e-06 4.854895e-07 8.38930953 NA 10.84738297 1.64334827 6.79535786 10.63140881 2.56088611 5.87431008 8.90492780 15.91696480 6.67800146 7.77034675 8.08629867 -1.52657673 9.11638451 8.53682534 4.72135625 6.70224889 9.91118238 8.53142201 -0.52657673 1.05838577 6.11728569 7.66325495 11.34514308 0.47342327 10.54120080 10.73258508 10.19239121 10.83537415 0.05838577 1.05838577 3.60271816 10.23019929 NA 2.93285489 14.68594573 7.06588785 9.41814250 11.47378250 7.23165320 5.50685262 11.51252073 2.72135078 NA 13.35993666 13.54815719 8.61426004 0.79535137 12.41273406 5.59154179 11.59318203 7.74955505 8.91118253 3.75883615 NA -1.52657673 1.93285489 2.28077819 15.63227559 16.62133645 10.52225775 12.30908604 -1.52657673 3.38032772 10.66387231 0.79535137 2.05838577 10.93439811 11.34841170 NA 18.63911145 10.74897287 NA 1.79535137 1.05838577 11.83496295 9.49995369 5.05839443 11.27481742 10.58879913 15.82042877 9.57277809 6.02801875 2.64334827 11.46601470 10.14142883 3.33140427 12.18806440 9.72135779 11.44245702 10.33529265 -1.52657673 8.41594496 10.70014361 5.01259102 1.47342327 NA 4.42762628 7.19794400 9.93132420 10.21405436 0.47342327 3.22831077 NA 7.70704985 0.05838577 11.09456644 0.47342327 13.15340517 9.45775618 10.44497386 2.79535137 13.18294501 7.22162289 8.73081824 11.77692572 8.09731161 9.15466877 8.96428108 11.83646996 9.47554214 10.93618820 0.05838577 8.22329994 5.57146142 8.09364996 13.11231872 8.82547369 11.50426985 8.68044462 0.79535137 10.40083793 2.17386299 -0.0809120 -0.0726750 1.1401000 2.1019000 0.5461200 0.5461200 0.6690000 1.4598000 -0.1777800 0.2529700 0.2529700 -0.1853400 -0.1690400 -0.1690400 -0.1690400 0.0000000 3.6569000 0.1748300 0.1748300 -0.1043400 -0.1043400 1.0241000 -0.2202200 0.2159100 0.2159100 2.1059000 0.3031400 0.2950300 0.1572600 0.2557400 -0.6004400 0.5176900 -0.0809120 -0.0809120 -0.0726750 -0.1750000 -0.1750000 -0.1750000 -0.1750000 -0.1736000 -0.1736000 -0.1757500 -0.1624500 -0.1849600 -0.1639000 -0.1639000 0.2479300 1.4598000 -0.1728400 -0.6184400 -0.1690400 -0.1690400 -0.1881000 -0.1881000 0.2091600 0.0069435 -0.1792900 0.1748300 -0.1023700 -0.1023700 0.2119800 0.2342600 -0.1745000 0.2429500 0.2429500 -0.2202200 -0.1455400 -0.5995400 -0.5995400 -0.0529360 -0.0246610 -0.1888600 1.0553000 1.0553000 -0.3780200 0.021 0.209 0.000 0.000 0.175 0.175 -0.102 0.234 -1.024 0.243 0.243 -0.220 -0.220 0.216 -0.384 0.000 0.000 0.256 0.256 0.295 0.295 -0.189 0.236 0.000 0.000 -0.175 0.083 -0.174 -0.174 2.103 1.939 0.546 0.546 1.460 1.460 -0.174 0.078 -0.169 -0.169 1.055 -0.181 0.021 0.209 0.000 0.000 0.175 0.175 -0.102 0.234 -1.024 0.243 0.243 -0.220 -0.220 0.216 -0.384 0.000 0.000 0.256 0.256 0.295 0.295 -0.189 0.236 0.000 0.000 -0.175 0.083 -0.174 -0.174 2.103 1.939 0.546 0.546 1.460 1.460 -0.174 0.078 -0.169 -0.169 1.055 -0.181 11.0897495 0.7953514 9.4898765 6.2013516 12.1058576 11.8979864 9.9702841 11.5594007 9.1911069 9.3071111 10.9881444 13.7080233 8.3803208 11.0938793 10.4489200 11.0719481 5.9108909 12.1880644 8.8265771 11.4424570 10.3697628 10.7720658 10.5085078 13.2737029 12.0540422 8.1738700 -0.5265767 1.7953514 9.0470775 9.4283537 11.3911754 12.2590871 11.6651065 0.4734233 11.7073496 10.4818590 13.5564064 8.5515810 6.5871729 10.3345172 9.1118662 12.6101812 8.3175555 9.1458557 9.9070158 8.9572460 9.9111824 10.9036215 8.4203367 6.2872119 13.3599367 2.9969852 10.2621487 10.5222577 7.1842366 5.5178237 1.0583858 8.9511885 1.4734233 9.0593318 9.5994895 11.4424570 10.3352926 10.0299364 10.7001436 11.2714971 3.7213617 0.7953514 7.8151937 10.9665352 7.1493874 4.2807856 11.0945664 11.3397434 10.4449739 12.2935096 10.6336169 10.1204390 9.4225276 8.9642811 7.7908431 10.0959398 10.6592349 1.2807782 NA 4.1738710 9.6639464 8.6632549 10.2165817 6.9851828 10.0337631 4.6433540 TCGA-CQ-7068 80 0 NA 1309 head and neck stage ii t2 n0 NA female 2010 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 6 2 1 3 3 1 3 5 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.843581e-06 1.283079e-06 12.16829598 NA 10.49358239 NA 1.75416063 10.27691697 1.60212427 6.26510116 8.86579667 16.73204856 6.25876011 6.82452857 7.76088624 NA 10.16437864 10.10904982 4.82452857 2.95577775 3.13265909 7.59208249 -0.56768193 NA 4.80725187 8.59334294 10.92030238 2.82452348 10.14645667 10.35330829 10.20163582 10.60307512 NA NA 1.75416063 9.05876889 NA NA 12.66986932 2.82452348 9.67776386 11.24719412 7.17030366 3.89164277 10.73798794 -1.56789578 NA 13.18918444 13.25418444 8.59711808 -0.56768193 9.96700040 5.21002643 11.14602726 4.75413924 8.08863614 NA NA NA 2.23958135 0.43221115 15.85049991 15.79924341 10.98464019 12.43774804 -1.56789578 1.60212427 10.22052174 3.95577775 NA 8.68605855 11.04646091 4.10463859 17.47656794 11.62942789 NA -1.56789578 -1.56789578 11.32418471 6.45457896 6.94000579 10.97604538 10.55665568 15.14799896 9.28863679 1.43221115 2.33910887 10.92406432 9.89215511 5.22662798 11.96744528 10.81861261 13.08578407 11.33853812 NA 8.60338785 10.80860796 -0.56768193 0.01720929 NA 4.29019583 6.76312869 8.30872810 11.59601808 NA -1.56789578 1.43221115 2.75413924 NA 11.77303492 -0.56768193 13.43787960 10.57460233 11.19604603 2.89165249 13.44396260 7.18040450 7.68723989 10.95944379 8.82238026 8.74168742 10.12002424 2.01717365 8.08146746 11.22031774 2.33910887 11.50367356 4.82452857 8.72107731 11.42850815 8.60588838 11.89292306 8.89266697 -1.56789578 11.05449186 -0.56768193 0.00763920 0.00833510 0.00444110 -0.00460670 -0.00193990 -0.00193990 1.27590000 -0.00360110 0.60937000 0.60937000 0.60937000 1.82380000 1.81370000 1.85330000 0.62006000 0.00083195 0.00083195 0.00388540 0.00294610 -0.00494750 -0.00494750 0.00249690 0.01447000 -0.00926660 -0.00926660 0.01712400 0.00903120 0.00903120 0.06023000 0.01964300 0.00527490 0.00402430 -0.00664320 0.00833510 -0.00912940 -0.00277070 -0.00277070 -0.00765740 -0.00765740 -0.01064600 -0.00069303 -0.00069303 -0.00470790 -0.00460670 -0.00460670 -0.00460670 -0.00193990 -0.00360110 -0.00360110 -0.10802000 -1.26450000 0.62006000 -0.01271300 -0.01271300 -0.00292880 0.00000000 -0.01243800 -0.00429290 -0.00124730 -0.00124730 -0.01023200 0.00188470 0.00249690 -0.01477800 -0.03925800 0.01447000 0.01447000 -0.00926660 -0.00926660 0.01712400 0.01712400 -0.00041585 0.09043000 0.09043000 0.09043000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.191 0.000 0.609 0.609 1.853 1.853 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.191 0.000 0.609 0.609 1.853 1.853 0.000 0.000 11.324374 NA 10.651958 9.589558 11.066795 11.625270 8.352564 11.573360 7.108168 10.421251 10.156725 10.924565 10.986800 10.395830 9.971370 11.165015 3.829667 11.967445 10.811860 13.085784 11.042083 10.153310 11.355539 13.064060 13.124609 10.196668 -1.567896 3.680144 9.604639 10.025602 10.5876619 11.6882724 11.5693624 -0.5676819 11.3925752 11.1870987 14.9865589 9.0652063 7.2523901 9.2674721 8.2808343 12.5825932 9.3360629 8.0832628 10.6733006 9.3465964 3.1326591 10.4378358 9.5063526 7.3056550 13.1891844 1.2395813 10.2674721 10.9846402 5.5407372 6.8584759 NA 10.9046482 -0.5676819 9.1533103 9.5901897 13.0857841 11.3385381 10.8774848 10.8086080 11.1893929 NA -1.5678958 8.1837555 8.8844523 5.4094928 7.7382727 11.7730349 10.8980327 11.1960460 11.9501266 10.4642570 10.5765508 9.3079606 10.1200242 6.3864075 10.5892422 10.3121773 5.4322111 -1.5678958 -0.5676819 10.6673129 9.7930583 9.7439595 6.4656350 10.1143280 4.0171736 TCGA-CQ-7069 77 0 NA 1274 head and neck stage ii t2 n0 m0 female 2010 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 NA NA 3 3 1 2 4 3 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2 4 0 2.843581e-06 7.282342e-07 8.6781758 NA 10.2669501 2.5489051 4.2369518 10.6209511 -0.6210445 4.5488928 8.9788809 15.9983569 8.0336042 9.0010197 7.0010197 NA 9.2600819 8.7496553 5.6643691 4.0228205 9.0741963 8.7387175 NA 0.9639180 9.6077867 11.0650307 11.3393319 4.7008947 10.4802871 9.8312092 10.5545175 10.9373887 NA -0.6210445 4.3331661 8.2765413 NA NA 14.0319809 5.9488227 8.8115099 11.5287151 8.6712895 6.1068885 13.1288374 NA NA 14.6291553 12.1951516 9.4664307 -0.6210445 11.9559246 6.0297334 12.0815735 6.6363564 4.7008947 NA NA NA 1.3789555 NA 14.7830777 15.4207986 11.3320731 12.8736986 NA 4.1338594 11.6274886 NA 1.7008836 9.9005684 10.1321847 NA 18.1785152 9.7299070 NA 0.9639180 0.9639180 12.3227648 6.9936778 4.2858608 11.0560930 9.6351767 16.4936050 9.0264263 6.1204349 4.3789693 10.9282713 9.8104656 6.3447522 11.3074345 6.3789676 9.4396639 11.9704903 NA 8.6666803 10.2654267 6.8219117 NA 0.9639180 3.2858608 6.3676524 10.2933531 8.3733215 NA 0.9639180 NA 1.3789555 NA 10.6591587 NA 12.6887285 10.3831181 10.8981127 5.5287151 13.1601227 3.9025271 7.7053974 11.2531809 9.2948472 9.3082264 10.2839563 9.8353224 10.1774397 12.3022954 1.9639180 8.6077867 5.6268947 8.3648101 12.4141107 8.3447522 12.8884955 8.9639304 NA 8.9161864 0.9639180 -0.0327230 -0.0537460 0.7083200 -0.2602300 0.0238470 0.0238470 0.2091600 0.2091600 0.2189900 0.1992800 0.2019800 -0.3227400 -0.3227400 -0.2911800 -0.2911800 0.1977100 0.1977100 -0.0494240 -0.0494240 0.0100060 0.0102850 0.2143800 0.1517000 -0.0364010 -0.0364010 -0.2643200 0.2153000 0.2071400 -0.0041546 -0.0247980 -0.0247980 -0.0247980 -0.5872600 -0.9186800 -0.0537460 -0.3210000 -0.3210000 -0.3210000 -0.3210000 0.2045700 0.2045700 0.2045700 0.2229900 -0.2602300 -0.3247000 -0.3247000 0.0238470 0.2088400 0.2088400 -0.9516600 -0.2911800 -0.2911800 -0.1932500 -0.1932500 -0.0587620 0.1977100 0.1977100 -0.0494240 0.0085757 0.0085757 0.1918300 0.1974000 0.2104100 0.0272160 0.0272160 0.1238200 0.1413200 -0.0364010 -0.0364010 -0.2643200 -0.2643200 -0.3158700 0.0000000 -0.0040162 -0.0104960 -0.134 0.000 0.198 0.198 0.000 0.000 0.000 0.192 0.214 0.000 0.000 -0.174 0.141 0.000 0.000 -0.264 -0.264 0.000 0.000 0.207 0.207 -0.316 0.213 0.000 0.000 -0.116 0.205 0.205 0.205 -0.260 -0.260 0.000 0.000 0.209 0.209 -0.094 0.219 -0.291 -0.291 0.000 0.000 -0.134 0.000 0.198 0.198 0.000 0.000 0.000 0.192 0.214 0.000 0.000 -0.174 0.141 0.000 0.000 -0.264 -0.264 0.000 0.000 0.207 0.207 -0.316 0.213 0.000 0.000 -0.116 0.205 0.205 0.205 -0.260 -0.260 0.000 0.000 0.209 0.209 -0.094 0.219 -0.291 -0.291 0.000 0.000 10.9913757 NA 8.7276298 6.1733833 12.2593167 12.3617798 10.9807387 11.7378938 9.9229664 8.9770206 11.2086907 12.7381684 7.3676524 10.5495190 11.0536016 10.1660542 5.3821208 11.3074345 7.8010325 9.4396639 9.7265893 10.1685016 11.3247775 12.0958517 11.7680615 4.8708233 -0.6210445 0.3789555 8.4796303 10.1077387 11.0940719 12.6684105 11.4861850 1.9639180 11.3111827 10.0246264 13.8185917 9.8547014 5.4874928 8.3476347 9.7777116 12.5314112 8.3389699 8.4690805 10.7126824 8.3929884 9.0741963 10.9502465 7.6268954 6.9335573 14.6291553 -0.6210445 10.6878758 11.3320731 6.2493335 6.7712848 NA 10.9704903 0.3789555 8.6316333 9.3490737 9.4396639 11.9704903 11.6963806 10.2654267 11.7648303 NA NA 7.7841094 10.0992122 5.1863223 3.9025271 10.6591587 11.5188390 10.8981127 11.2209254 10.1170602 10.0593274 10.5076068 10.2839563 6.4557842 10.2753003 10.3584218 2.8384073 -0.6210445 NA 8.7376631 9.8270843 9.9936778 6.9258630 9.9210325 3.9639272 TCGA-CQ-7071 76 0 NA 1311 head and neck stage iii t2 n1 m0 female 2010 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 6 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 5 4 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 5 5 4 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 1.421791e-05 3.675849e-06 9.1051872 0.7983409 10.6212025 1.2133784 5.0960467 9.6779493 7.9782752 5.7052564 8.8751817 16.9678282 7.7564356 7.9582378 7.3883290 NA 10.0975742 9.7122529 5.5171843 4.3833310 0.7983409 8.8114563 0.7983409 NA 10.2322993 4.8858281 10.7192152 3.2134095 10.4100058 10.4660691 10.8613117 10.2509506 NA 1.5353563 3.6728326 9.1970385 0.7983409 0.2133784 14.4091603 4.6057195 9.1051872 11.2045711 8.6312560 6.0207578 13.1840488 1.5353563 NA 13.1507775 12.1157788 9.4118486 0.2133784 11.1315215 11.9610868 11.7884701 5.2577989 6.4518079 1.2133784 0.2133784 -0.7866216 3.0207511 0.7983409 15.3424644 14.1720551 10.6941938 12.6085361 NA 4.4613321 11.2312560 NA 2.6728326 9.6573831 10.5034225 -0.7866216 19.5667149 11.1415518 NA 3.0207511 1.2133784 11.9883965 7.2955522 6.7679924 10.6193429 10.3041777 15.2985856 9.4836989 2.7983616 3.6728326 11.5805453 9.2781465 5.0462946 12.3931448 9.3870807 11.4906911 12.0860785 NA 8.0775896 10.8299525 4.5353314 1.5353563 -0.7866216 3.7983616 6.7908320 8.8963981 9.1051872 1.5353563 2.9138373 1.5353563 6.7525626 NA 11.2815101 5.4801908 13.1294697 10.3922925 11.6893903 5.1906820 13.7900061 2.3833310 8.1935431 11.3992083 8.7369657 9.4007556 10.1079182 10.5938647 11.2700413 11.3574245 1.7983824 9.9250706 5.9138444 8.7718242 12.0357753 8.4778461 12.3407532 8.1232968 0.2133784 12.0431264 0.2133784 -0.00069303 0.01213600 0.00263570 -0.00650500 0.00000000 0.00000000 -0.00484610 -0.00484610 -0.00360110 -0.00360110 -0.00360110 -0.00761010 -0.00484610 0.00513590 0.00513590 0.00083195 0.00083195 -0.00360110 0.00291330 -0.00595220 -0.00595220 -0.00041585 -0.00567570 -0.00249380 -0.00249380 -0.02246900 0.00374650 0.00374650 0.00305220 0.00597000 0.00597000 0.00597000 -0.00069303 0.00513590 0.01213600 0.00263570 0.00263570 0.00263570 0.00263570 -0.00027724 -0.00027724 0.00263570 0.00041593 -0.00650500 0.00235810 0.00694350 -0.00595220 -0.00484610 -0.00973140 -0.49778000 -1.05090000 0.00513590 -0.01141900 0.00080129 0.00152550 0.00083195 0.00083195 -0.00636680 -0.01057700 -0.00595220 -0.00316250 -0.00180140 -0.00041585 -0.00843850 -0.01395300 -0.00567570 -0.00567570 -0.00249380 -0.00249380 -0.02246900 -0.02246900 0.00597000 -0.00332430 -0.00332430 0.00305220 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.1632304 -0.7866216 8.9900013 7.3426863 10.7837338 11.2091602 12.2907201 11.7545003 9.1426621 10.1734056 10.0853089 10.2774727 9.1337564 10.7808844 12.7449069 10.5862687 3.3302716 12.3931448 9.0207586 11.4906911 9.8105250 10.2509506 10.9506510 12.6459194 12.7033770 9.5808184 -0.7866216 3.0207511 8.7310729 10.0596776 10.8147101 11.5126116 11.6871094 1.2133784 11.0187445 10.8747364 14.7567349 9.3166915 7.1500417 8.3088004 7.9447226 11.8796276 9.1906549 8.5576996 10.5137562 8.6142832 0.7983409 11.0191475 9.1617708 8.5103199 13.1507775 1.2133784 10.4343865 10.6941938 5.4988061 7.1262925 2.0207689 11.1408112 -0.7866216 9.9129761 9.6132156 11.4906911 12.0860785 11.5526970 10.8299525 11.0926039 3.8572644 NA 7.7940766 9.5938647 7.4228570 3.5353314 11.2815101 11.7545003 11.6893903 12.5907498 10.7837338 10.5521400 8.9716269 10.1079182 7.8751817 10.0455025 10.5183253 0.2133784 0.2133784 3.9138468 9.1211356 10.2302119 10.1942572 6.9413247 10.2176241 4.7679937 TCGA-CQ-7072 51 0 NA 2359 head and neck stage ii t2 n0 m0 male 2007 NA yes head and neck squamous cell carcinoma 40 1968 0 white not hispanic or latino 1 2 NA NA 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.022627e-06 7.62912e-07 11.3015385 0.4739427 10.6550834 5.1368968 7.3442959 11.1595560 3.9764278 5.7344576 9.1580954 15.1120654 7.5219639 8.5876733 7.7186911 NA 9.0488399 8.1487120 5.7812390 5.7837866 3.8889672 8.3908057 -1.1109159 NA 13.3931049 6.6032139 11.9321669 2.4739427 10.2443198 10.4363452 11.0166407 9.2210053 0.4739427 1.8889672 7.3025969 9.4325901 0.8890062 NA 14.2518371 6.2198848 9.5200639 11.5872393 8.2198853 8.8033540 10.7527678 4.2812828 NA 12.3724066 10.1063206 9.1345213 -1.1109159 11.6612833 4.7073591 11.8209989 6.9057769 7.1557553 1.4739427 3.6539772 -0.1110717 1.6963055 0.4739427 14.3428180 14.4969402 9.6405127 11.9280591 NA 3.9333649 11.3458364 2.5894040 4.3808195 8.5201456 11.0023853 NA 16.4395276 11.5384494 2.4739427 3.2812828 3.5894040 12.4218116 8.9896309 3.4739297 10.5915310 9.3339836 16.0562006 9.4701694 5.2983614 6.5400211 10.9265156 10.7111412 3.9333649 12.7833052 10.8945932 10.8676791 11.6668404 NA 9.2365900 10.5644848 7.4925951 0.8890062 NA -1.1109159 6.2726727 9.8358750 10.2012844 2.0589052 3.1368968 -1.1109159 4.6703305 NA 10.9929121 9.2726729 12.7567300 10.0219696 11.0256394 5.7091472 13.3068871 6.7281722 8.7516060 11.1537045 9.2343739 8.9564032 10.6274621 3.9333649 14.3126427 11.7608739 1.8889672 10.6649904 7.6405125 9.3277606 11.2983596 7.4999933 12.1197397 9.0169631 2.2108875 7.7837866 2.5894040 0.24887000 0.24280000 0.82823000 0.26028000 -0.04020900 -0.04020900 3.65690000 0.25418000 -0.37011000 0.28058000 0.27442000 -0.23178000 -0.23178000 -0.23178000 -0.23178000 -0.00069303 -0.00069303 0.06365200 0.06365200 0.53344000 0.53344000 -0.35761000 0.23659000 0.85779000 -0.12330000 0.02482900 0.00000000 0.74366000 0.30937000 -0.20889000 -0.20889000 -0.04115900 0.24451000 0.25058000 0.23954000 -0.34882000 -0.34882000 -0.34882000 -0.35858000 -0.34584000 -0.34584000 -0.34584000 -0.69042000 -0.35065000 -0.35065000 -0.35947000 -0.04020900 0.25418000 0.25418000 -0.95594000 -0.23178000 -0.23178000 -0.66596000 -0.35578000 -0.35008000 -0.00069303 0.26875000 0.06365200 -0.37820000 0.53344000 -0.36238000 0.58488000 -1.02230000 0.32302000 0.32302000 0.23659000 0.23659000 -0.35076000 -0.35076000 0.02482900 0.02482900 -0.31412000 -1.20690000 -0.36340000 0.30937000 -0.356 -0.356 0.000 0.269 0.000 0.000 0.308 0.223 -0.358 0.323 0.323 0.237 0.237 -0.123 -0.123 0.000 0.000 -0.168 0.000 0.000 0.744 -0.314 0.346 0.249 0.249 -0.349 0.300 -0.346 -0.346 0.260 -0.090 0.000 0.000 0.601 0.601 -0.087 0.274 -0.232 -0.232 -0.054 0.309 -0.356 -0.356 0.000 0.269 0.000 0.000 0.308 0.223 -0.358 0.323 0.323 0.237 0.237 -0.123 -0.123 0.000 0.000 -0.168 0.000 0.000 0.744 -0.314 0.346 0.249 0.249 -0.349 0.300 -0.346 -0.346 0.260 -0.090 0.000 0.000 0.601 0.601 -0.087 0.274 -0.232 -0.232 -0.054 0.309 11.3845739 6.1273733 10.0314459 4.3152329 12.4090962 14.2320954 9.8762327 11.7562474 11.6959210 9.2210053 10.2035520 12.3431394 8.0688777 10.9741092 9.0001043 10.1921786 5.1911046 12.7833052 10.3141845 10.8676791 10.2260330 10.9837062 10.8504184 13.5561179 12.5322612 12.3851983 -0.1110717 5.4588249 9.9354107 9.7218586 11.3753010 13.0929284 10.7051523 2.0589052 11.4781517 10.2828953 13.6387313 9.0221109 7.7988619 9.8783632 9.2866432 13.3521099 8.2357041 8.5418137 10.9681201 9.5119356 3.8889672 11.2536506 8.9751048 6.1927485 12.3724066 3.1368968 11.1835894 9.6405127 5.6963249 6.2198848 6.0688771 10.0221109 0.4739427 9.0463156 12.8155427 10.8676791 11.6668404 10.0399853 10.5644848 11.3763063 3.7958604 1.6963055 8.8358748 10.5219639 6.2726727 5.5894070 10.9929121 11.3319122 11.0256394 12.2304875 10.2710522 10.2443198 9.6546691 10.6274621 8.4851583 10.0763207 11.1613069 -0.1110717 NA 1.4739427 9.1707248 9.6262161 10.0431539 6.9550582 10.0437869 5.0588922 TCGA-CQ-A4C6 63 0 NA 1353 head and neck stage ii t2 n0 m0 male 2010 NA no head and neck squamous cell carcinoma 3 1980 0 asian not hispanic or latino 4 1 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 3.225037e-06 8.322677e-07 9.55006510 NA 10.35104246 -1.08191913 4.96237319 10.55369687 2.50294157 5.97326227 9.62964568 16.48056402 6.38558462 8.92780729 7.40581882 NA 9.50669337 9.95483913 4.69934063 3.72533763 8.61841854 7.95140187 NA NA 8.07026373 9.17889835 10.90985484 3.37741531 10.48069812 10.39876891 10.32895996 10.73775866 NA NA 1.50294157 8.93788901 NA NA 14.41916282 4.67286657 9.36092212 11.09819872 7.19874951 6.20338129 12.04242317 1.91796634 NA 13.73070757 13.12117377 9.27112566 -1.08191913 10.54961055 6.52715794 11.84871608 6.26670597 7.54733569 -1.08191913 NA NA 1.23988680 1.91796634 15.50767303 16.64292371 11.59701893 12.56296159 -0.08207184 2.61842662 12.56206033 NA 1.23988680 9.07153074 10.87326538 NA 18.75873104 11.08571045 NA 1.91796634 NA 11.52276360 8.68946830 5.75086908 10.84976890 10.07595721 15.76005894 9.21947494 4.56183322 2.50294157 11.96168959 9.79909265 4.04725918 11.80955742 6.53268787 11.09819872 11.69585044 NA 8.54733530 11.05944728 4.98406978 NA 3.00543592 4.00544490 6.71887805 9.11642376 8.90950071 -1.08191913 2.72532672 NA 7.24889531 NA 10.71887865 NA 12.53808398 10.18761386 10.87725622 1.91796634 12.78969150 4.08790407 8.02388739 11.54596851 8.78371201 8.98137377 9.59055430 11.31297726 10.69728766 10.80862300 1.50294157 8.15159857 5.14679776 8.80672199 11.33714888 8.10533079 12.42614488 9.28430105 NA 10.80367506 0.50294157 0.00430210 0.00485790 0.43243000 -0.00094749 0.00000000 0.00000000 0.00027728 0.00027728 -0.33410000 0.69372000 0.66335000 0.50863000 0.50863000 0.50863000 0.50863000 0.51246000 2.83700000 -0.03231400 -0.03231400 -0.00747200 -0.00747200 -0.10736000 -0.00940660 0.02735700 -0.32670000 -0.01986300 0.18147000 0.18147000 0.05226000 -0.00539920 -0.00539920 -0.00539920 0.00430210 0.00485790 0.00485790 0.07613500 -0.33595000 -0.33595000 -0.33595000 0.00360760 0.00260680 0.00569190 0.00527490 -0.00295810 -0.00295810 -0.00295810 0.00000000 0.00027728 0.00027728 -0.67058000 0.50863000 0.50863000 -0.00774820 -0.00774820 -0.00774820 0.51246000 -0.09815500 -0.03231400 -0.00747200 -0.00747200 0.56111000 0.57576000 -0.10736000 -0.01422800 -0.01422800 -0.00940660 0.58560000 -0.32670000 -0.32670000 -0.01986300 -0.01986300 -0.33248000 0.04372300 0.05226000 0.05226000 0.000 0.000 0.512 0.000 0.000 0.000 0.000 0.561 -0.107 0.000 0.000 0.000 0.000 0.000 -0.327 0.000 0.000 0.000 0.000 0.181 0.181 -0.332 0.000 0.000 0.000 -0.336 0.096 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.334 0.329 0.509 0.509 0.000 0.000 0.000 0.000 0.512 0.000 0.000 0.000 0.000 0.561 -0.107 0.000 0.000 0.000 0.000 0.000 -0.327 0.000 0.000 0.000 0.000 0.181 0.181 -0.332 0.000 0.000 0.000 -0.336 0.096 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.334 0.329 0.509 0.509 0.000 0.000 11.7355620 NA 10.4469504 8.5956983 11.4486289 11.0313889 10.7887288 10.9941263 8.4629431 10.6040415 10.9742778 11.4711280 10.0414535 10.2897554 12.1749245 9.8211075 4.0239916 11.8095574 8.9431184 11.0981987 10.9063084 9.7603291 11.5229952 12.6384336 13.4544081 8.5345274 0.5029416 1.5029416 10.2908438 8.7883435 11.32232202 12.52403688 11.05529010 -1.08191913 11.02224983 10.78949900 14.26219903 10.72291637 5.99479466 8.80672199 8.42379034 11.62598485 8.85585269 7.73496224 11.40053462 10.23539140 8.61841854 11.26088679 8.52900334 7.49162625 13.73070757 0.91800452 11.40229817 11.59701893 5.18476429 7.31885820 1.50294157 9.85755792 NA 8.97461650 9.60622901 11.09819872 11.69585044 11.59106693 11.05944728 11.98541308 -0.08207184 1.23988680 6.94500013 10.91091708 5.65944510 4.77596182 10.71887865 11.16531291 10.87725622 11.95895332 10.61407687 10.12193843 9.56273641 9.59055430 7.24889531 9.97597046 9.37945808 4.16590390 NA -0.08207184 9.13771587 9.63308277 9.99412627 6.60447910 10.24496993 4.75086908 TCGA-CQ-A4C7 88 1 353 NA head and neck stage iii t3 n1 m0 male 2010 NA no head and neck squamous cell carcinoma 25 1960 1 white not hispanic or latino 4 7 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.699213e-06 5.895229e-07 12.04418716 NA 10.37545187 3.02672925 5.50911624 11.18955928 2.63969523 6.04778484 9.14138476 15.98576674 5.43111478 8.55764635 7.77215091 -1.06069819 9.39971670 8.93926096 4.79724130 3.18718181 11.47720719 8.93502799 -1.06069819 NA 9.92652491 11.24759984 10.80885472 3.84615228 10.98057775 10.15540038 10.37701288 10.19487958 -1.06069819 NA 4.52422043 8.21617643 NA NA 13.59137757 6.97268346 9.51290813 10.58356779 7.86999845 6.92225495 10.53591648 4.26119229 NA 13.25667345 12.70992473 8.56861740 0.52426431 9.80189812 5.24304066 11.45717626 5.16808038 5.62576144 0.93922658 NA -0.06069819 1.52421416 -1.06069819 15.59652318 15.71684905 11.20604738 12.31769118 -0.06069819 2.84615228 11.25129292 0.93922658 2.93926420 8.24760002 10.66760655 -1.06069819 18.16800909 9.60281891 NA 1.74661374 NA 10.72062058 9.00400355 5.74661643 10.91257435 10.77452180 15.73777061 9.25780362 5.04778702 6.56131239 11.07945152 9.41195178 6.15842994 11.19270651 8.34227294 10.96889319 11.77215087 NA 7.95048824 10.86258831 7.10416785 NA -0.06069819 3.02672925 6.46282288 9.38116763 10.65950513 NA 2.52421416 1.52421416 3.89345929 NA 11.13124536 NA 12.60515189 9.98989854 10.57950574 3.69414473 12.99114950 5.27911095 7.74983256 11.67629690 10.55305028 9.38737719 10.10912323 7.70413259 11.66888157 11.92847792 2.84615228 8.62751127 5.92794622 9.68157032 11.01072320 7.46282288 12.80122008 9.21887148 -1.06069819 9.40278527 -0.06069819 0.0000000 0.0000000 0.3616600 -0.0131270 0.1324300 -0.2431400 0.1237200 0.1237200 -0.0772120 0.5238000 0.5238000 0.3934600 0.3864400 0.3864400 0.3864400 0.2706400 0.2706400 0.0291110 0.0087528 -0.0606140 0.2432600 -0.3171600 -0.1248800 -0.1396200 -0.1396200 -0.1284900 0.3721600 0.3721600 0.1351000 0.0428740 0.0428740 -0.2509400 0.0000000 0.0000000 -0.0086233 -0.3262300 -0.3262300 -0.3262300 -0.3262300 0.1130100 -0.0750490 -0.1533600 -0.1326400 -0.0131270 -0.0136140 -0.0136140 0.2192900 0.1237200 -0.4051700 -0.1002600 0.3864400 0.3864400 -0.4444800 -0.4444800 0.2703300 0.2706400 -0.1430700 0.0087528 -0.1901300 -0.0606140 0.0538060 0.0543760 -0.3171600 -0.1340600 -0.1340600 -0.1248800 0.0529520 -0.1396200 -0.1396200 -0.1284900 -0.1154300 -0.4057300 -0.2068500 -0.2068500 0.1029000 -0.444 0.270 0.271 0.153 0.000 0.000 0.000 0.000 -0.317 -0.134 -0.134 -0.125 -0.125 -0.140 -0.140 -0.128 -0.128 0.000 -0.226 0.372 0.372 -0.395 -0.399 0.000 0.000 -0.326 0.000 0.000 0.000 0.000 0.000 0.131 -0.112 0.124 0.124 0.000 0.524 0.386 0.386 -0.104 0.103 -0.444 0.270 0.271 0.153 0.000 0.000 0.000 0.000 -0.317 -0.134 -0.134 -0.125 -0.125 -0.140 -0.140 -0.128 -0.128 0.000 -0.226 0.372 0.372 -0.395 -0.399 0.000 0.000 -0.326 0.000 0.000 0.000 0.000 0.000 0.131 -0.112 0.124 0.124 0.000 0.524 0.386 0.386 -0.104 0.103 11.7444001 NA 10.4871145 7.6010390 11.6048188 11.4880779 8.2246630 10.8495288 9.5289119 8.4068666 10.5465911 11.8898167 8.4803576 10.7062038 10.7181594 10.0405800 4.4978359 11.1927065 9.9925080 10.9688932 11.1025960 9.9699280 11.1514532 12.8219727 13.2517184 9.1728805 0.5242643 3.6396952 10.0620888 9.7784647 11.36473903 11.84351911 10.06596537 0.93922658 11.27157718 11.14993221 14.57780451 9.87663466 6.86407345 8.56314249 8.80499412 10.97337199 8.96661388 7.89054580 10.99284737 9.43211550 11.47720719 10.46086131 8.52984788 5.70744472 13.25667345 0.52426431 10.25554239 11.20604738 5.61168585 5.36552458 2.84615228 9.56314230 0.52426431 9.32188481 10.55764635 10.96889319 11.77215087 11.23445581 10.86258831 11.51975497 -0.06069819 1.26116972 8.49237157 11.38142680 4.66718252 4.22466545 11.13124536 11.46086126 10.57950574 11.91957897 10.34227283 10.12661298 9.25100917 10.10912323 7.31863951 10.48132538 10.47457019 NA NA 5.06854184 9.47406952 9.70496133 9.73042377 5.82190406 9.36552567 4.63970102 TCGA-CQ-A4C9 56 0 NA 707 head and neck stage iii t2 n1 m0 male 2011 NA yes head and neck squamous cell carcinoma 6 1971 1 NA NA 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.808903e-06 1.040335e-06 8.76058756 NA 10.81097780 3.68334837 5.01676818 10.03171857 8.44887907 5.12695221 8.26107520 15.17693978 7.53534304 6.55518883 8.56891869 1.03948937 9.42858190 8.45311627 4.76741115 3.49891461 2.36140343 7.47828021 0.03941918 1.03948937 9.52531760 7.00527310 11.15420667 -0.96044044 10.72773858 10.65189607 10.58252006 9.22436375 -0.96044044 1.84683427 2.73993449 8.02316607 4.71191334 NA 12.60946254 5.53134091 9.19531856 11.02746282 9.57086969 7.01676818 11.38627903 2.20942217 1.84683427 11.53983225 12.19098057 8.01103209 -0.96044044 12.20329517 4.81295509 12.43274467 5.90985229 5.85966647 2.73993449 NA 0.03941918 2.49891461 1.03948937 14.37162801 14.51846010 10.49378761 12.36577733 NA 3.68334837 10.67475290 NA 2.36140343 9.04089654 11.58276184 0.03941918 17.31840957 9.71279729 -0.96044044 1.03948937 1.62442848 11.47046345 7.51926826 3.36141747 10.77724685 10.50709383 15.21624582 9.54430725 5.43180679 3.36141747 10.79604464 9.76058740 3.43181014 13.55574233 7.72598854 11.04370874 11.21939737 NA 8.93127204 10.91945435 6.41452796 NA NA 3.43181014 7.21939701 8.49686935 9.55124087 2.73993449 4.43180345 NA 5.32488979 NA 10.22684036 7.01676818 13.05760151 8.81434117 11.30305094 3.36141747 12.76985228 3.68334837 8.25623417 11.02604145 9.08114732 8.82412310 10.26529823 10.39538997 11.96874670 9.29451691 0.03941918 10.37208431 6.03948937 8.08661236 11.05385755 8.66336988 11.14408704 8.78768124 NA 11.00779510 2.84683427 0.02679500 0.54824000 0.53432000 -0.00802440 -0.17373000 -0.17373000 0.64414000 0.64414000 0.64213000 0.64213000 0.64213000 -0.01340200 -0.01340200 0.06909500 0.06909500 0.55390000 -0.00097017 -0.03381400 0.03101400 -0.00609040 0.64469000 0.17031000 0.24342000 0.77984000 -0.00235530 -0.19875000 0.15233000 0.15233000 0.08565400 -0.51527000 0.05096100 0.48423000 0.02679500 0.02679500 -0.03983000 -0.54229000 -0.51948000 -0.53792000 -0.53792000 -0.19787000 -0.19787000 -0.19787000 -0.19787000 -0.13953000 -0.13953000 -0.28857000 -0.17373000 0.64414000 0.64414000 0.64726000 -1.09560000 0.06909500 -0.00069303 -0.00069303 -0.01739100 -0.25273000 -0.05347600 0.00000000 -0.31634000 -0.00609040 -0.06370300 -0.06370300 0.17031000 0.07009900 0.07009900 -0.44512000 -0.52706000 -0.00235530 -0.03803400 -0.19875000 -0.19875000 -0.49308000 0.05545600 0.05545600 0.05545600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.170 0.000 0.000 -0.445 0.098 0.780 0.000 -0.199 -0.199 0.000 0.433 0.152 0.152 -0.493 0.000 0.000 0.000 -0.519 0.299 -0.198 -0.198 -0.140 -0.140 -0.174 -0.174 0.644 0.644 0.642 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.170 0.000 0.000 -0.445 0.098 0.780 0.000 -0.199 -0.199 0.000 0.433 0.152 0.152 -0.493 0.000 0.000 0.000 -0.519 0.299 -0.198 -0.198 -0.140 -0.140 -0.174 -0.174 0.644 0.644 0.642 0.642 0.000 0.000 0.000 0.000 10.6417232 NA 10.2833644 6.1892355 11.2519847 10.7403441 11.7758902 12.3985515 9.0110318 8.7605876 12.3375509 10.7180884 7.9129324 10.3329600 12.3276334 10.4865715 4.6190315 13.5557423 9.5718442 11.0437087 10.8888934 9.6887444 11.7654935 13.0280549 12.9326950 11.4777603 -0.9604404 2.2094222 9.7057122 10.5192686 10.70571229 12.27908683 11.28057766 2.49891461 10.93278980 10.70748683 14.73696442 8.49481559 7.13224574 7.75373355 9.30627477 11.25532458 9.75253971 7.62445114 10.00959421 9.76058740 2.36140343 10.01819879 10.50607467 8.66519697 11.53983225 1.03948937 10.14539686 10.49378761 7.11095095 6.69770016 2.03948937 9.16877139 -0.96044044 8.98785547 8.27070927 11.04370874 11.21939737 10.18414650 10.91945435 11.17038053 5.20941437 NA 9.63194532 9.31095126 7.73297531 3.12695634 10.22684036 10.67475290 11.30305094 11.80787941 10.11296045 10.72248285 8.38600213 10.26529823 7.53134169 10.48450311 10.03737344 0.03941918 NA 8.74684750 9.07460364 9.69322906 9.00671458 7.25865648 10.14670537 4.87238062 TCGA-CQ-A4CA NA 0 NA NA head and neck stage ii t2 n0 m0 male NA NA no head and neck squamous cell carcinoma 80 1963 0 NA NA 3 1 NA NA 1 1 3 1 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6151786 NA 10.0702822 2.7247812 5.1479864 10.1326234 1.2653169 7.2368877 8.7370198 17.0645060 6.4551694 7.0068119 8.2224467 1.2653169 9.5622607 9.2122507 4.5872750 4.4747994 3.6576629 8.0726997 -0.7345631 2.2653469 6.4941628 6.6999722 11.0871186 2.5872690 9.9623122 10.2730727 10.4383970 11.0532471 0.8503194 -0.7345631 2.4352819 9.1207425 -0.7345631 6.4048963 14.0744595 7.0597608 9.0626657 9.7471440 8.2049237 8.4226913 10.9924141 6.0467050 NA 12.9088626 13.5183795 8.7309109 1.8503194 9.7731392 4.2292803 11.3907581 7.4893462 7.0202322 2.2653469 1.5872690 2.2653469 0.2653169 1.2653169 17.4095593 17.8473113 11.2967012 12.2877124 0.8503194 3.1722315 11.9419628 1.2653169 2.8502994 8.7947752 11.5129755 0.8503194 19.1166529 11.4526966 NA 0.8503194 2.0726889 11.7181006 11.3294136 6.3633761 9.8701387 11.1049420 14.5570189 8.5804941 7.4402704 3.4352685 11.4914556 10.7365117 2.4352819 12.1514088 8.9657843 9.8791340 10.3581017 4.6576629 8.1931227 10.7903759 7.7451250 2.5872690 4.4747994 4.4747994 7.0532471 8.5132720 10.5855811 3.0727061 4.5507468 NA 4.9377681 NA 10.6250941 4.9092019 13.3154483 8.9590581 10.1456934 5.4150927 13.3797376 4.4747994 7.3528071 11.2376064 7.8910534 9.1901570 9.5588162 8.8045034 10.1923817 11.1673427 0.2653169 9.0467044 6.1108351 8.1387889 11.5330091 8.1812238 11.9289027 7.6228967 NA 9.0548783 0.8503194 0.0031910 0.0037465 0.3028200 0.6235100 0.1619000 0.1619000 0.1984700 -0.1657400 -0.0415670 -0.0415670 -0.0415670 -0.0099565 -0.0041546 0.2019800 -0.1701800 -0.0063668 1.7711000 -0.0193410 0.6948400 -0.1455400 0.3010600 0.0027745 -0.0701350 -0.0957800 -0.0957800 -0.1501400 -0.0008316 -0.0008316 0.0377820 0.0141900 -0.1528500 0.1920200 0.0017551 0.0017551 0.0037465 -0.1358700 -0.1358700 -0.1358700 -0.1358700 -0.0492530 -0.0492530 -0.0492530 -0.0080244 0.0027683 0.0027683 0.0026050 0.1701600 -0.1657400 -0.1657400 -0.0415670 -0.4720500 0.2019800 -0.0554110 -0.0554110 -0.0554110 -0.0063668 -0.1659900 -0.0176660 -0.1455400 -0.1455400 -0.0076046 0.0000000 0.0027745 0.1404300 0.1404300 -0.0701350 -0.0960440 -0.0957800 -0.0957800 -0.1501400 -0.0622260 -0.5198900 0.0338310 0.0261700 0.0261700 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 -0.100 -0.100 0.000 0.000 -0.197 -0.163 0.000 0.000 -0.136 0.167 0.000 0.000 0.615 0.000 0.156 0.156 0.198 0.033 0.000 0.000 0.000 0.202 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 -0.100 -0.100 0.000 0.000 -0.197 -0.163 0.000 0.000 -0.136 0.167 0.000 0.000 0.615 0.000 0.156 0.156 0.198 0.033 0.000 0.000 0.000 0.202 0.000 0.000 10.5007605 0.2653169 8.9469870 5.5691265 8.9518451 10.2419015 7.4302518 11.4947643 9.1586460 9.5702661 11.5487224 11.2159005 8.4917569 9.9172932 10.1318508 10.6316668 5.3559853 12.1514088 9.2946318 9.8791340 9.6217966 9.8237653 10.2476252 13.0860670 11.9746438 7.0662442 1.2653169 NA 8.8615342 9.3738689 11.2554485 11.7332048 12.3275594 1.5872690 10.2144418 10.9006093 13.7726393 9.0068116 7.1295303 8.5414692 7.9413018 11.7142352 8.4490046 8.5691253 10.4983650 7.5645527 3.6576629 9.7288690 8.7592001 8.0368341 12.9088626 3.4352685 10.1131849 11.2967012 5.3528080 6.9377705 3.7247812 9.4340166 -0.7345631 8.4772329 8.8689710 9.8791340 10.3581017 10.2890989 10.7903759 10.8675795 4.5132697 3.8503094 7.9692484 12.8512460 6.2078597 5.2877124 10.6250941 10.8937901 10.1456934 12.3978443 10.7908654 10.2368882 9.4699157 9.5588162 7.6874093 10.9105526 9.4289943 5.3946273 2.0726889 NA 10.1528318 8.5180098 8.6874093 8.7041364 9.6403840 4.8800537 TCGA-CQ-A4CB 59 0 NA 893 head and neck stage iii t1 n1 m0 male 2011 NA no head and neck squamous cell carcinoma 75 1986 1 NA NA 3 1 NA NA 2 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.843581e-06 5.201673e-07 9.63178184 NA 10.53550596 5.15999643 4.47410502 10.58035543 3.90474419 6.24516477 8.70041301 16.12000857 6.16971259 9.24056239 7.92208722 3.03801469 9.80385311 8.74333387 4.78343570 4.88128285 2.40998826 8.89159113 0.53555533 NA 9.71707232 9.78817149 11.16334381 -1.04930764 9.65271611 10.42424924 10.57442494 10.51992447 -0.04945693 NA 4.03800591 9.29348475 NA 8.39555813 14.14860477 7.95335837 9.87387101 11.25346797 8.69537725 7.78974751 12.38530201 4.65098278 NA 13.96220753 12.93086159 9.04594064 -1.04930764 11.29011518 3.32836257 10.94595732 7.70208747 5.07982608 0.53555533 NA 0.95054307 1.75791932 2.12048466 15.20861129 16.32228040 11.06428564 12.54894498 NA 3.99494171 11.41099939 0.53555533 4.37681129 9.30479279 10.95019120 NA 18.12613689 10.84952270 NA 1.75791932 3.75789799 11.80794138 7.96735193 5.35993576 11.13366704 10.78185072 15.93780749 9.89525551 5.21733155 5.17936375 11.28872272 10.77351261 5.63704504 11.59619516 9.27359818 10.80229251 11.71375586 -0.04945693 8.57442512 11.30010118 5.05906969 NA NA 4.03800591 6.90473938 9.15389145 9.63353801 -0.04945693 5.47410502 NA 7.06428577 2.40998826 10.71375586 0.53555533 12.72533053 9.78048022 11.20202591 6.05906752 13.02961154 6.22666844 8.11041493 11.85027804 9.31686573 9.32123092 9.82590882 8.93638530 12.41967651 10.30919472 2.75789799 10.00650365 6.96177032 8.45436922 11.40304212 8.30369035 12.80453523 8.91343937 1.53550557 6.73844630 2.75789799 0.00471900 0.00430210 0.44088000 0.00374650 -0.00209990 -0.00209990 0.00013863 -0.00166290 -0.36714000 0.35528000 0.35528000 -0.36624000 -0.36624000 -0.36624000 -0.00041585 0.00000000 3.65690000 -0.00055444 -0.00055444 -0.00180140 -0.00180140 0.00388540 -0.01574100 0.01014600 -0.35350000 -0.04651900 0.13865000 0.05132200 -0.03439900 -0.01450300 0.00736090 0.00736090 -0.35293000 0.00430210 0.00430210 -0.31249000 -0.75400000 -0.36963000 -0.36963000 0.00263570 0.00263570 0.00263570 0.01447000 0.74632000 0.00583090 -0.00416670 0.01000600 0.01502800 -0.37752000 -0.37835000 -0.36624000 -0.36624000 -0.06088300 -0.06088300 -0.06088300 0.00000000 -0.34710000 -0.00055444 -0.36861000 -0.01550600 0.00380760 0.00833510 0.00388540 0.00070722 0.00070722 -0.01574100 -0.01574100 -0.35863000 -0.35863000 -0.04651900 -0.02963600 0.01223700 -0.02578200 -0.02879000 -0.05385100 0.000 0.000 -0.347 -0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.354 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 0.355 -0.366 0.000 0.000 0.000 0.000 0.000 -0.347 -0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.354 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 0.355 -0.366 0.000 0.000 0.000 11.415855 -1.049308 9.124670 6.474105 12.076603 11.877388 10.919930 10.583539 10.189545 9.544868 9.898180 11.395041 8.115451 10.516122 9.893058 10.445399 4.133629 11.596195 9.687791 10.802293 10.509442 10.255465 10.423742 12.780295 13.007520 7.539258 NA 1.272501 9.475085 9.496473 10.92388210 11.71479308 10.71624398 2.27247116 11.45759480 11.25032388 14.99661768 9.19847107 6.86343302 8.87387101 8.52419065 10.67121525 10.21229757 8.25660499 10.39607566 9.04065603 2.40998826 10.93958311 8.70543091 7.86940692 13.96220753 1.27250102 10.24516417 11.06428564 4.27247116 7.50513271 -1.04930764 9.65358190 -1.04930764 8.69201040 9.25318234 10.80229251 11.71375586 11.42526343 11.30010118 11.52182208 5.34286049 NA 8.91566400 10.90909623 6.55787415 5.95054307 10.71375586 11.72327044 11.20202591 12.34995495 10.81240581 9.53550596 9.98877656 9.82590882 7.84536146 10.53315596 10.32395242 5.25432570 -0.04945693 6.56525291 9.47024848 9.69957488 9.82782760 7.27697302 9.96874368 5.42627818 TCGA-CQ-A4CD 69 0 NA 1022 head and neck stage iva t4a n0 m0 male 2011 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 4 6 NA NA 2 3 1 2 2 3 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4.61215e-06 9.70979e-07 11.79361570 NA 10.91129521 1.05213762 3.63711172 10.45729017 NA 5.13961274 8.60673758 16.33251172 6.53596428 8.36276136 7.43152685 NA 10.43747193 9.13429770 4.09654018 3.22207809 9.57669049 10.29413192 -0.94786238 NA 7.92866582 3.91012821 10.80703624 8.23950068 9.34101482 9.94469157 10.10675306 8.99612856 -0.94786238 0.63710012 1.85949255 7.85605384 NA 6.38306487 12.06791220 3.22207809 9.93096599 10.60721711 7.55994373 3.51158189 12.24382486 0.05213762 NA 12.10369757 12.07798040 8.24197314 NA 10.23826297 4.55199581 11.53671992 6.71036013 6.52788200 NA -0.94786238 -0.94786238 1.37406572 0.63710012 15.10186967 15.86696523 11.25182109 12.08815058 NA 1.63710012 10.73426548 NA 2.51156924 7.75258871 11.05987682 -0.62593428 18.15590011 10.22520117 NA 0.63710012 NA 10.96802809 6.50335987 8.29055342 10.70080295 11.16458825 15.14319148 9.40198280 -0.94786238 1.37406572 11.41491446 9.66501714 3.91012821 10.97537962 9.42718816 11.04047837 11.27976465 NA 8.20443371 10.67374279 1.63710012 NA 1.37406572 1.05213762 6.50335987 8.13163372 8.57374904 NA NA NA 7.51567303 NA 10.65438362 8.08557178 12.60793612 9.83769936 9.59421318 0.63710012 12.51286058 5.20189650 7.66685883 11.40308789 5.93479246 8.29294000 9.92943285 11.02835483 8.86913235 10.52737554 2.75259875 10.65391951 4.26159851 7.16067317 11.00124590 8.11014031 12.86332269 9.27856097 NA 10.51260458 0.05213762 -0.00332430 0.00083195 0.01642500 0.46895000 0.00791750 0.00791750 -0.00360110 -0.00360110 -0.00498440 -0.00498440 0.91541000 0.46827000 0.46827000 -0.00788630 0.45090000 -0.00803290 0.47564000 0.01572700 0.01572700 -0.02575600 -0.02575600 0.00861350 -0.01616700 0.00000000 0.00000000 -0.51753000 -0.49235000 -0.00193990 0.07297100 0.00939530 0.01600600 0.43092000 0.02553100 -0.57101000 -0.04321900 -0.49715000 -0.49715000 0.50359000 -0.51074000 -0.50557000 0.01866300 0.01167900 -0.00567570 0.01796300 0.01796300 -0.02356600 -0.51146000 -0.00360110 -0.00360110 -0.52706000 0.08970600 0.45905000 -0.00332430 -0.00332430 -0.00332430 0.01279500 -0.50306000 -0.01310100 -0.03993700 -0.49694000 -0.00235530 0.00847430 0.00819590 0.00972760 0.00972760 -0.01616700 -0.00360110 0.00000000 0.00000000 -0.51753000 -0.05172100 0.01726400 0.00389570 0.00389570 0.01838300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.424 -0.492 0.000 0.000 0.000 0.000 0.000 -0.497 -0.497 -0.475 0.000 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.424 -0.492 0.000 0.000 0.000 0.000 0.000 -0.497 -0.497 -0.475 0.000 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 11.5818233 NA 9.5642867 6.3375505 11.7648907 11.0982052 9.8506205 11.4562259 9.2419734 9.5874241 9.9620418 11.7049937 9.0591760 10.0958596 10.8956773 10.7456357 5.3364405 10.9753796 9.4282741 11.0404784 10.9101297 10.2057008 11.4880794 13.2212172 13.1953725 7.1236114 -0.9478624 5.5913084 9.3875392 10.0027046 10.59663023 12.25671988 8.95301549 0.05213762 10.84005128 11.00015088 14.13927257 9.20316518 6.50335987 9.12762786 8.70499366 11.92405396 8.73266639 9.18785804 10.33811728 9.37294927 9.57669049 10.25243435 8.59324545 5.28096745 12.10369757 1.37406572 9.93708231 11.25182109 7.48677711 4.54400309 0.63710012 9.79361566 -0.94786238 8.82858176 8.20443371 11.04047837 11.27976465 10.94393246 10.67374279 10.99868950 -0.94786238 NA 10.33990722 10.44446612 3.37407963 3.37407963 10.65438362 10.89567729 9.59421318 12.31394984 10.78981857 9.75432133 9.95753580 9.92943285 7.83022616 8.73162892 9.48364631 3.44446830 NA 4.33755411 10.09778551 9.19042054 9.41299571 6.65947935 9.97101193 4.72457388 TCGA-CQ-A4CE 76 0 NA 897 head and neck stage ii t2 n0 m0 female 2011 NA no head and neck squamous cell carcinoma NA NA 0 NA NA 4 3 NA NA 3 3 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.941958e-06 8.322677e-07 8.2733373 NA 10.1236940 0.7734900 2.6479591 10.3325499 9.0324500 6.1658095 8.9044910 15.4907752 7.1828820 7.1600721 8.1885290 NA 9.3820544 8.9249309 4.4364550 5.7583858 8.1658090 7.9861908 NA NA 3.5808449 4.9958824 11.0803127 4.2329216 10.7607555 10.5899418 10.7861160 10.8902686 NA NA 2.6479591 9.5070152 NA -0.8114725 13.0446627 5.1885275 9.7431179 11.0523281 8.8449540 4.0954181 12.5532108 0.1885275 NA 10.5477295 12.4478309 8.8215243 NA 11.5132721 9.5340451 11.6705806 5.8750305 6.8889685 -0.8114725 NA -0.8114725 2.3584525 2.1885275 14.2237551 15.1207848 11.2603265 12.9838584 NA 3.7734900 11.5419515 NA 1.5104556 9.8915673 11.1945043 1.1885275 19.3996045 10.5076366 NA 0.1885275 -0.8114725 11.6678040 7.5979200 7.7120909 11.2874625 10.4588243 15.0515779 10.0658131 5.2546167 2.1885275 10.9562996 9.5711531 4.2329216 12.5241985 9.3906529 10.5851337 11.6715890 NA 8.3152334 10.7678449 3.8323837 NA NA 3.2759904 7.8142377 9.0954194 9.0833466 0.7734900 0.1885275 0.1885275 3.3584525 1.1885275 10.5749304 3.4364550 13.0446627 9.5039390 11.0150775 2.8889672 13.0291102 1.7734900 7.6105938 11.1478065 7.1192659 9.6833845 9.7952117 11.3718542 8.3126502 9.5205655 0.1885275 7.6520533 4.3584525 8.4364563 11.9025598 8.4506236 11.2842556 8.7450349 NA 12.4213995 0.1885275 -0.099895 -0.099895 0.200420 -0.172110 0.128120 0.128120 0.035917 0.035917 0.618490 0.618490 0.618490 0.088517 0.088951 0.088951 0.088951 0.124610 0.124610 0.206680 0.205310 -0.200020 -0.200020 -0.115560 0.166520 -0.081500 -0.081500 0.093300 0.289730 0.289730 0.061478 -0.090277 -0.081766 -0.081766 -0.099895 -0.099895 -0.099895 -0.299380 -0.299380 -0.299380 -0.287410 -0.065744 -0.065744 -0.065744 -0.065744 -0.172110 -0.172110 -0.191110 0.128120 0.035917 0.035917 0.618490 0.088951 0.088951 -0.098182 -0.098182 -0.098182 0.126940 0.124610 0.205310 -0.200020 -0.200020 0.195090 0.195090 -0.113150 0.089531 0.089531 0.166520 0.166520 -0.081500 -0.081500 0.051926 0.107130 -0.125540 0.000000 0.000000 0.000000 0.000 0.000 0.125 0.125 0.205 0.205 -0.200 0.195 -0.113 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.290 0.290 -0.126 -0.102 0.000 0.000 -0.087 0.200 0.000 0.000 -0.172 -0.172 0.128 0.128 0.000 0.000 0.618 0.618 0.000 0.000 0.000 0.000 0.000 0.000 0.125 0.125 0.205 0.205 -0.200 0.195 -0.113 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.290 0.290 -0.126 -0.102 0.000 0.000 -0.087 0.200 0.000 0.000 -0.172 -0.172 0.128 0.128 0.000 0.000 0.618 0.618 0.000 0.000 0.000 0.000 10.4669784 -0.8114725 9.5953929 7.4125309 10.7421583 10.4275128 12.0212212 12.1255349 7.9567130 10.5267082 11.2740014 9.8889686 8.6438562 10.7747401 12.8670191 10.7411981 5.1510795 12.5241985 8.6520533 10.5851337 10.5684488 9.7296255 11.1976577 13.0621980 12.5568990 9.5957968 1.1885275 3.8889672 9.6241993 10.3496608 10.7697295 11.3087668 12.1932761 0.1885275 11.0596641 10.4582401 14.5442214 9.7706710 6.2329236 8.8160630 8.1192664 12.8002454 8.5118764 7.9198477 10.7189304 8.9113366 8.1658090 11.3721644 9.3546922 7.3229556 10.5477295 1.9958824 10.8301292 11.2603265 4.8609529 6.8467403 0.7734900 10.8928649 NA 9.0573514 7.2438119 10.5851337 11.6715890 10.8192511 10.7678449 11.3537500 NA -0.8114725 6.9164492 9.1470818 7.6763690 2.8889672 10.5749304 11.7737263 11.0150775 12.4765299 10.5283790 11.0604342 8.1828825 9.7952117 5.9434174 10.8350877 9.5559438 1.1885275 NA 5.8032400 8.9410435 9.8724008 10.4411944 7.5679074 10.0673463 4.8032374 TCGA-CQ-A4CG 78 1 430 391 head and neck stage iii t3 n0 m0 female 2011 NA no head and neck squamous cell carcinoma 70 NA 0 white not hispanic or latino 1 4 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 4 0 0 0 0 0 0 0 0 0 4 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2.21938e-06 6.588786e-07 12.4229894 NA 10.6820926 3.2769581 4.2465753 10.9814313 1.8619157 7.7821012 9.1338954 15.4146095 7.1473159 6.2844457 7.7418371 NA 8.5530755 8.7913365 5.0318407 2.8619157 7.6490909 8.8781030 -1.3079299 NA 9.7281624 8.7794515 10.8331379 3.0843024 10.0659413 10.5495810 10.4313474 10.2585185 NA 0.2769135 3.1514205 8.5497054 NA 3.7794488 14.3212030 6.6635325 9.4410201 11.1245306 6.7847461 9.2665823 11.2179988 2.2769433 NA 13.0885266 13.9673857 8.5852901 0.2769135 9.8161101 7.6594458 12.3764086 7.2116245 6.7794515 NA 0.2769135 NA 2.3924273 2.0139267 14.4725261 14.8291281 11.5480251 12.6562393 -1.3079299 1.8619157 11.0116608 0.2769135 2.3924273 9.5097718 11.4599662 1.0139267 17.8775223 12.5066713 NA 1.0139267 1.8619157 11.5009528 6.6976126 6.0139178 11.0308337 9.9476074 15.8001558 9.7560577 7.2694175 6.9111571 11.2007738 9.6153162 5.1838398 12.1278646 7.9327799 9.8141695 11.3425917 NA 8.1473159 11.2623188 9.2863133 NA NA 3.0139088 6.2844457 9.8700310 11.4622396 2.3924273 1.4993229 -1.3079299 5.8518590 NA 10.3149557 NA 12.3824233 10.1558093 10.9473123 1.4993229 13.4127139 7.2388833 9.1140533 11.2199543 7.9351627 8.9111571 9.5324991 6.6692692 11.3721284 11.9628680 2.0139267 10.1626476 4.8619157 9.4667758 11.8647287 7.8644165 11.6208771 9.0473399 -0.3079299 9.8805775 NA -0.00603010 0.01838300 1.49020000 -0.01615400 0.00458000 0.00458000 -0.01437700 -0.01437700 0.69764000 1.46840000 1.47240000 -0.01381500 -0.01381500 -0.01381500 -0.79386000 1.44910000 0.72433000 0.00374650 0.00374650 -0.00933970 -0.03357700 0.00569190 -0.00829080 0.74423000 -0.75011000 -0.02780800 -0.23704000 1.14180000 0.14945000 -0.00207840 -0.00207840 -0.00207840 -0.00332430 0.01838300 -0.00041100 -0.00221680 -0.00221680 -0.00221680 -0.00221680 0.00000000 0.00000000 0.05694000 0.01070300 0.00027728 0.00027728 0.00027728 -0.00719580 -0.00830050 -0.03146000 0.68941000 -0.01381500 0.66145000 -0.01078400 0.00263570 -0.00954260 1.44640000 0.72433000 0.00374650 -0.00933970 -0.00933970 0.67546000 0.75910000 0.00569190 -0.00926660 -0.00926660 -0.00829080 0.02314500 -0.78547000 -0.76757000 -0.02780800 -0.02780800 0.01335300 0.16160000 0.16160000 0.16160000 0.000 0.000 1.449 1.449 0.000 0.000 0.000 0.675 0.000 0.000 0.000 0.000 0.000 -0.006 -0.750 0.000 0.000 0.000 0.000 -0.237 1.142 0.000 0.000 0.000 0.000 0.000 0.744 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.713 1.472 0.000 0.661 0.162 0.162 0.000 0.000 1.449 1.449 0.000 0.000 0.000 0.675 0.000 0.000 0.000 0.000 0.000 -0.006 -0.750 0.000 0.000 0.000 0.000 -0.237 1.142 0.000 0.000 0.000 0.000 0.000 0.744 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.713 1.472 0.000 0.661 0.162 0.162 11.7159163 NA 10.5583790 7.2956147 11.4971280 11.5466467 9.8461739 10.3362957 9.2106419 9.4708872 13.2523812 11.4062342 7.5217111 10.4999996 9.9117623 9.9657843 5.4694074 12.1278646 8.6048779 9.8141695 10.8750037 10.5921007 11.7360412 11.8867994 13.2362891 8.5731026 0.2769135 3.5988773 9.4872166 10.6660447 10.902964 12.646094 11.516351 -1.307930 11.121918 11.456238 15.130338 8.935163 6.284446 9.235987 8.949376 12.139459 9.825632 7.616801 11.198296 9.844274 7.649091 10.764791 8.217509 6.939916 13.088527 2.939922 10.875004 11.548025 4.446878 5.350200 3.276958 9.572338 NA 9.207689 10.926207 9.814170 11.342592 11.307618 11.262319 12.404623 3.013909 NA 8.425004 9.929796 9.007138 5.768804 10.314956 11.645458 10.947312 12.123225 10.488028 10.956724 9.618285 9.532499 7.492888 10.305778 10.230178 NA NA 3.276958 8.048023 9.936947 10.074072 7.171769 10.423732 4.549971 TCGA-CQ-A4CH 58 1 379 371 head and neck stage ii t2 n0 m0 male 2012 NA yes head and neck squamous cell carcinoma NA NA 0 asian not hispanic or latino 3 1 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6.935564e-07 3.121004e-07 9.2135271 NA 10.4967040 1.2827956 5.0376765 10.7146355 2.8677581 5.8777369 8.8950438 14.8172750 7.6865117 8.2733662 7.8777363 NA 8.9302480 9.6032142 5.2213899 3.7852890 8.4954889 7.2213889 NA -1.3022262 7.0901442 4.8063498 11.6191103 4.8475761 10.3596053 10.2586376 9.8968861 10.2485740 NA 1.0197731 2.9457575 9.2261152 NA NA 13.7968051 6.0815314 10.1261874 10.7662696 8.0509740 6.0815314 11.3700315 2.6978183 -1.3022262 8.4709663 12.6860681 8.5196013 1.0197731 10.3773073 4.6006266 11.1626282 7.7090542 5.1072192 -1.3022262 NA 1.2827956 0.2827363 1.0197731 13.9429706 14.2341898 10.1293248 11.9154820 NA 2.9457575 11.2110613 1.5051796 3.2213822 8.1593068 10.6646931 NA 17.8317746 10.3675981 NA 3.2213822 -1.3022262 12.5490882 8.2233482 6.0987059 11.4300667 10.0376772 15.1765810 9.5589141 5.2827882 5.8974994 11.1582831 9.5979393 2.6978183 11.3454970 6.9072801 10.1856672 10.9245404 NA 8.6211548 10.7377744 4.5558100 NA NA 5.2676819 6.8011147 9.4701417 8.8639902 -1.3022262 -0.3022262 -0.3022262 -1.3022262 -0.3022262 10.8774253 NA 13.1346689 10.6425575 11.7520923 2.3982683 13.0579198 1.8677384 8.5180063 11.4268106 9.5519164 9.4025954 10.4339796 7.8901202 10.3484302 10.3821375 2.0197731 10.1587950 5.5180063 9.3947947 11.0589485 8.5558081 12.7457179 8.1674688 0.2827363 10.2345601 -0.3022262 0.03354900 -0.06796100 -0.01972600 0.01670500 0.00075147 0.00075147 2.79920000 0.01796300 0.06694500 0.06694500 0.06694500 -0.03531200 -0.03531200 -0.03531200 -0.03531200 0.01070300 0.01070300 0.04450900 -0.02726100 0.10307000 0.10307000 0.00444110 -0.01821600 -0.02999400 -0.02999400 -0.04088800 0.00527490 0.00527490 0.06823700 -0.06738400 -0.04799700 -0.03135900 -0.06796100 -0.06796100 -0.06796100 -0.03871400 -0.01972600 -0.01972600 -0.01972600 0.04570800 -0.10211000 -0.10211000 -0.09868200 0.01670500 -0.10757000 -0.10757000 0.04726800 0.01796300 0.01614200 0.06694500 -0.03531200 -0.03531200 0.04542400 0.04542400 0.04542400 0.01070300 0.01070300 -0.02726100 0.10307000 0.10307000 -0.00346270 0.03848900 0.00444110 0.00000000 0.00000000 -0.01821600 -0.01821600 -0.03354100 -0.03354100 -0.04088800 -0.04088800 -0.12914000 -0.08531400 -0.08531400 0.06823700 0.000 0.000 0.000 0.000 0.000 0.000 0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.108 0.000 0.000 0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.108 0.000 0.000 0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.1616070 0.6978628 9.6233520 6.3416834 12.0652420 14.9495219 10.6418071 11.4428712 8.2846668 9.3790655 11.0087239 11.7408545 8.0174994 10.9869816 9.2818501 10.2100738 5.6426842 11.3454970 8.7490361 10.1856672 10.1710256 10.5681919 10.1114551 12.5903767 12.7699598 7.1114550 NA 3.5558039 9.6900575 9.5172080 10.1936822 11.6879312 10.3083907 2.9457575 11.5544473 10.1946810 13.3393676 9.4577153 5.8777369 8.4971089 9.0696039 11.4693167 8.8596016 7.8925841 10.1193662 9.0004663 8.4954889 11.0368420 8.9350371 7.9169955 8.4709663 1.2827956 10.4510440 10.1293248 5.5681933 7.3702524 0.2827363 10.8154703 4.7852890 9.7271145 8.5911288 10.1856672 10.9245404 11.1340182 10.7377744 11.4479061 2.6978183 NA 7.0553790 10.1966764 7.5956730 2.9457575 10.8774253 11.8763364 11.7520923 11.4564668 9.7469951 10.5223882 9.7746428 10.4339796 6.5243756 10.3737842 10.5354551 2.9457575 NA NA 8.9788531 9.8839415 10.0809915 6.7639161 10.4155036 4.9646158 TCGA-CQ-A4CI 73 0 NA 950 head and neck stage iii t2 n1 m0 male 2011 NA yes head and neck squamous cell carcinoma basaloid type 40 1961 1 white not hispanic or latino 2 4 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.843581e-06 9.363011e-07 8.8115160 -0.2246544 11.4277391 2.0972737 3.9847989 9.5024118 3.7753456 3.2347772 8.8694199 14.5928506 7.2671949 7.5632451 8.9452674 NA 9.4074286 9.6270913 5.2989039 1.0972737 11.8437847 9.6410756 -0.2246544 -0.2246544 11.5885222 5.2182852 10.4295307 NA 11.3272908 10.8302857 10.1460297 10.0921895 NA -0.2246544 4.1676630 8.4677661 NA -0.2246544 13.0311085 6.1931942 9.6503544 10.9254068 5.9945118 6.6701605 10.2920272 2.4757853 0.3603081 10.4692647 10.5364779 7.9527616 NA 10.0432994 6.2628616 10.9301604 6.9301601 4.2671987 1.0972737 NA NA 2.0972737 1.0972737 13.8035043 13.9611717 10.4056094 12.2477793 NA 2.6822362 10.7149215 2.0972737 2.5827005 9.0893588 12.2590321 -1.2246544 17.3000064 8.0768386 NA 1.3603081 -0.2246544 11.7716392 6.9750145 3.0232731 10.9285142 10.1411179 14.9781931 10.0601663 7.3183738 3.3603081 11.2089277 10.1157487 1.7753456 13.2978625 10.0728317 10.2811538 10.0665129 NA 8.9896613 10.3270505 9.9007557 NA NA 4.3299344 6.5168094 9.1590466 8.7425685 -1.2246544 -1.2246544 NA 4.7977082 NA 10.7869189 4.4477643 12.9001098 8.5664400 10.6807292 2.0972737 12.8187114 5.2831365 8.5318984 11.6535848 8.3546580 8.9174494 9.7682806 3.6333266 12.1221330 8.6255291 1.7753456 9.3835972 6.2591576 7.8032484 11.2649394 8.6837350 11.3394917 8.6302107 0.3603081 9.6746992 0.7753456 -0.0047908 0.7347300 0.7644600 0.7224400 0.0475520 0.0040243 -0.0266150 0.0346770 2.1150000 0.5061700 1.3017000 -0.5624900 -0.5624900 0.1038000 0.0503920 -0.7527900 0.0296060 0.0573680 0.0160060 -0.1119500 0.6286100 1.4134000 0.0397610 0.0251100 0.0251100 0.0075000 0.7425400 -0.7681700 -0.2429300 -0.7544800 -0.7429000 0.2660800 -0.0010246 -0.0355410 -0.7808300 -0.7568500 -0.7568500 -0.7568500 -0.7646100 -0.7676800 -0.7458600 -0.7458600 -0.7758300 -0.7524500 -0.7524500 -0.7699000 -0.7707300 0.0346770 0.0346770 -0.7732900 0.1038000 0.1038000 0.0000000 -0.7673200 0.7375800 -0.7584900 0.0136320 -0.0065725 -0.7736300 -0.1285900 0.0216030 0.0077783 0.0248290 0.0000000 0.0000000 -0.7841200 0.0493980 -0.7604600 -0.7604600 0.7729100 -0.7863100 -0.7609800 -0.2062000 -0.2062000 -0.2062000 0.000 0.000 -0.748 0.000 0.000 0.000 0.592 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.752 -0.462 0.281 0.743 -0.740 -0.761 0.000 0.000 0.000 -0.757 0.000 -0.760 -0.760 0.000 -0.752 0.000 0.000 0.000 0.000 0.554 0.554 0.000 0.000 -0.206 -0.206 0.000 0.000 -0.748 0.000 0.000 0.000 0.592 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.752 -0.462 0.281 0.743 -0.740 -0.761 0.000 0.000 0.000 -0.757 0.000 -0.760 -0.760 0.000 -0.752 0.000 0.000 0.000 0.000 0.554 0.554 0.000 0.000 -0.206 -0.206 11.0742640 NA 10.2562738 6.9552512 10.5583404 10.0927323 6.3145008 10.3537150 10.5971162 9.2306694 12.6223017 12.4832406 6.9602175 10.1783542 9.9193632 10.7515483 5.3436779 13.2978625 8.8346866 10.2811538 10.9358440 10.0220829 11.4532821 12.9145994 13.5667087 12.8867225 -0.2246544 2.9452706 9.9999469 11.2138742 10.2347739 11.8221252 9.9515154 1.3603081 10.5447669 10.6352652 13.9058694 9.5426991 7.9920880 9.9860137 8.7295385 12.2816498 11.0710825 8.2203570 10.0688025 10.4245984 11.8437847 10.2954698 10.5070856 5.1676590 10.4692647 0.7753456 9.9731733 10.4056094 3.9452706 3.4757853 4.2016103 8.8333341 NA 8.4947312 9.2531005 10.2811538 10.0665129 10.1530951 10.3270505 10.6568387 2.0972737 0.7753456 8.1513155 9.4299783 9.5899247 7.8521581 10.7869189 11.6090230 10.6807292 12.1742195 10.3752551 11.7038606 8.7753423 9.7682806 9.1196381 11.2686974 10.1783542 1.0972737 NA 4.9046238 7.8693144 9.5168092 9.4592142 7.8115160 10.2363100 3.9046286 TCGA-CR-5243 51 0 NA 2562 head and neck NA tx nx NA male 2003 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 5 NA NA 2 4 1 3 3 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150025e-06 7.282342e-07 11.23988931 NA 10.64021456 1.42712341 4.23446300 11.32117020 3.23447066 6.77140627 9.36301202 14.25740270 7.78685966 7.60701955 8.11361091 0.01206802 9.06101361 8.46328404 5.34179366 6.28509145 11.07141731 8.80540532 1.59703052 NA 10.12885001 11.45518906 12.07164262 -0.57282295 11.06033265 10.33061565 11.14371547 11.07164262 NA 0.01206802 5.52514178 9.44285996 NA NA 14.43748546 6.43273564 9.12483369 11.84285210 7.85965218 6.64142898 11.06328175 1.42712341 -0.57282295 13.10146814 13.33484600 9.14392983 3.07097316 12.93552413 5.86988867 12.06067324 6.64142898 6.61198529 -0.57282295 NA NA 1.01206802 1.01206802 15.73034570 15.91663313 8.87729058 13.52847053 -0.57282295 5.90284297 11.38112484 7.98935249 2.74904077 9.81727933 11.51639530 2.67504810 17.99949415 11.76751684 NA 2.12753424 1.59703052 11.99435344 8.52645816 2.81942295 11.79317568 9.71770521 15.29087315 9.04641330 2.67504810 2.67504810 10.34522814 10.37255418 7.12407788 12.36363050 11.56378110 12.57383809 12.41375236 NA 8.95263118 11.85048890 8.33550291 -1.57303755 NA 5.35784755 7.28197916 9.61508096 10.92121591 1.88655015 1.74901931 0.01206802 11.06418801 NA 11.31547306 0.74906223 13.24958159 9.46743437 10.84628049 3.67503680 12.73658667 1.01206802 8.50925918 11.04710100 12.49488078 9.62001963 10.83497559 6.80214926 12.24229346 9.99601653 0.74906223 12.08654883 6.35192332 8.45086482 12.12841679 7.58445747 11.37985155 9.29052232 -0.57282295 10.54247920 1.74901931 -0.00415460 -0.01491600 0.70570000 1.37670000 -0.00871460 -0.00871460 -0.00360110 -0.01491600 0.18344000 0.97729000 0.60088000 0.00346870 0.00346870 0.00346870 0.02716600 0.02567400 0.02567400 0.71773000 0.00069327 -0.05067700 -0.02548300 0.04599100 0.03840300 0.03411300 0.03411300 0.00485790 1.38670000 1.38670000 -0.00447420 0.51664000 0.00000000 0.00000000 -0.01491600 -0.01491600 0.00639170 -0.76945000 -0.76945000 -0.76945000 -0.78463000 0.00208050 -0.02227100 -0.02227100 -0.04088800 -0.01202600 -0.01202600 0.01209700 -0.00871460 -0.01491600 -0.01491600 -0.77956000 0.00346870 0.00346870 -0.00857100 -0.00857100 0.02174400 -0.75461000 -0.76604000 -0.01367700 -0.77022000 -0.77022000 0.02834100 0.05366400 -0.74142000 -0.75219000 -0.75219000 0.03840300 0.05224100 0.03411300 0.00303760 0.00485790 0.00485790 0.08522100 -0.01023200 -0.01023200 -0.02980600 0.000 0.000 0.000 -0.766 0.717 0.000 0.000 0.000 0.000 0.000 -0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.387 -0.050 0.000 0.000 0.000 0.000 -0.769 0.688 0.000 0.000 1.366 1.366 0.000 0.000 0.000 0.000 0.198 0.977 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.766 0.717 0.000 0.000 0.000 0.000 0.000 -0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.387 -0.050 0.000 0.000 0.000 0.000 -0.769 0.688 0.000 0.000 1.366 1.366 0.000 0.000 0.000 0.000 0.198 0.977 0.000 0.000 0.000 0.000 11.246890 NA 10.977936 6.476958 8.725173 12.092438 12.549615 12.406625 9.722305 10.211336 11.180745 12.158005 9.756346 11.279250 11.063735 11.982059 3.576050 12.363630 10.771129 12.573838 11.062828 10.726891 10.540852 12.256055 12.282368 10.522178 2.012068 8.085322 10.179909 10.713090 10.79179218 11.78960215 12.63473481 NA 12.33850233 9.96578428 15.05911095 8.68567634 9.63717278 8.93490508 10.12059727 12.57693683 9.10266154 9.15673107 9.62861559 8.50526096 11.07141731 11.31604378 10.24689032 11.12581497 13.10146814 1.88655015 10.04228017 8.87729058 5.87832072 9.22477179 3.18199302 9.64930145 -0.57282295 8.92595967 10.04733021 12.57383809 12.41375236 11.31070826 11.85048890 10.53791987 1.42712341 -0.57282295 8.90183019 11.76110423 10.66162839 3.88654039 11.31547306 11.37474728 10.84628049 12.05749123 9.30285959 9.84812323 10.16646904 10.83497559 7.31280674 10.68655935 10.03444065 -0.57282295 0.01206802 9.62923420 9.86063836 10.20354341 9.88602956 7.86173830 10.16139658 6.56666144 TCGA-CR-5247 48 0 NA 358 head and neck NA tx nx NA male 2006 NA yes head and neck squamous cell carcinoma 105 1971 NA black or african american not hispanic or latino 2 2 NA NA 2 2 1 3 3 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080669e-06 6.935564e-07 10.3523623 NA 10.2908863 5.8631108 6.3996120 9.8025579 2.0687052 3.5922537 8.0771239 14.9801674 5.7966159 8.1614524 8.1824376 NA 8.9266761 7.6385510 5.6078540 1.8760552 9.4350174 8.1266869 NA NA 12.7099567 5.6536562 10.7525671 NA 11.0104764 10.3166226 11.1079569 10.1014297 1.8760552 0.6537021 4.4949596 8.5385812 NA NA 13.2796708 4.6834045 10.4711743 10.7556334 8.1953998 8.0199798 10.8594509 2.6536562 NA 13.6733642 12.0058850 8.6980517 -0.9312604 11.9970285 8.0705820 12.2964615 6.8434827 3.4610177 NA -0.9312604 NA 1.3906127 1.0686708 15.1475340 15.0746313 10.7179513 11.8545562 NA 4.0228915 11.0732667 1.8760552 2.2386340 7.9725772 11.2260421 NA 18.7720192 10.4594015 NA 3.5922537 -0.9312604 12.1768929 7.5725206 2.0687052 10.4369942 10.7148038 15.3858428 9.5054067 4.9755843 3.7691370 10.9220047 9.7940615 3.0686880 12.2700533 7.8952438 10.1693575 11.5393540 NA 8.1320904 10.6068841 7.2585199 NA NA NA 5.5605468 9.7206437 9.0827156 NA NA 6.8888735 7.8434821 NA 11.0875908 7.3070997 13.1203290 8.6636357 10.4886553 1.6536562 13.4989517 2.3906127 9.0388010 11.3776029 8.6630197 9.1889330 10.1391247 2.8760552 13.3336508 9.8434822 -0.9312604 8.8744389 7.2830142 8.9266761 10.7415625 7.7375800 12.0797477 7.9695621 0.6537021 10.3815781 1.6536562 0.3328600 0.3223700 1.6961000 -0.0547570 0.3388500 0.3388500 -0.0462840 1.3350000 -0.4699300 -0.4699300 0.3490900 -0.4595000 -0.4595000 -0.4595000 -0.4499700 -0.3704200 3.6569000 0.3766000 0.3766000 1.8187000 0.3310800 0.1115500 0.3525100 2.5118000 0.3896500 -0.0475310 0.3987800 0.3987800 0.3018600 -0.0095426 -0.0347180 -0.0470010 0.3437200 -0.2048600 0.3223700 -0.4695000 -0.4695000 -0.4695000 -0.4695000 -0.4961100 0.1152800 0.1152800 0.1790500 -0.4680200 -0.4680200 -0.4737500 0.1629500 -0.4813200 -0.4789200 -0.4706700 -0.4595000 -0.4595000 0.4178100 0.4178100 0.0000000 -0.3704200 -0.4565100 0.3766000 -0.4676700 -0.4634400 -0.2377700 -0.2467900 -0.0265290 0.2568300 0.2568300 0.3525100 0.3525100 -0.4337700 -0.4337700 -0.0475310 -0.0475310 -0.4579100 -0.2547500 -0.2547500 -0.3433100 0.418 0.000 -0.370 0.000 0.377 0.377 0.250 -0.238 0.000 0.257 0.257 0.353 0.353 0.153 -0.237 0.000 0.000 0.000 0.000 0.399 0.399 -0.458 0.000 0.333 0.333 -0.410 0.000 0.115 0.115 0.000 -0.413 0.163 0.339 0.000 0.000 -0.121 0.349 -0.459 -0.459 -0.049 0.206 0.418 0.000 -0.370 0.000 0.377 0.377 0.250 -0.238 0.000 0.257 0.257 0.353 0.353 0.153 -0.237 0.000 0.000 0.000 0.000 0.399 0.399 -0.458 0.000 0.333 0.333 -0.410 0.000 0.115 0.115 0.000 -0.413 0.163 0.339 0.000 0.000 -0.121 0.349 -0.459 -0.459 -0.049 0.206 10.594216 1.068671 9.168608 2.653656 12.195077 11.549733 7.737580 11.599833 10.814790 9.024345 11.897228 12.124317 6.638550 10.469041 9.610760 10.477025 3.886316 12.270053 8.948278 10.169357 9.866357 10.302315 10.404806 13.027487 12.709279 10.780362 NA 3.316624 8.843482 9.422945 11.1144548 11.9340418 11.0441849 -0.9312604 10.8988142 10.9593395 14.3384786 6.2975143 6.2184421 9.7795015 8.4262471 12.1695217 8.9180689 9.0359213 10.2291969 9.5843951 9.4350174 11.1041816 7.2683680 5.1347836 13.6733642 2.2386340 9.9703163 10.7179513 6.1561579 3.7125518 NA 8.3564075 NA 8.3401581 7.7269068 10.1693575 11.5393540 11.6283112 10.6068841 11.1647514 NA NA 8.5499902 9.6527181 4.1130920 5.0459758 11.0875908 11.9903502 10.4886553 12.5047560 10.3973701 9.8920623 8.1481801 10.1391247 8.7107469 10.1746037 10.9459793 NA NA 1.3906127 8.2673855 9.2720433 8.4610124 6.9078989 10.4663698 4.7125518 TCGA-CR-5248 53 0 NA 1663 head and neck NA tx nx NA male 2006 NA yes head and neck squamous cell carcinoma 35 1971 NA white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 9.70979e-06 3.051648e-06 10.18384079 NA 10.65692346 NA 2.66693834 10.50079180 1.96650430 9.12004084 9.10091512 15.79827858 7.10091564 6.50564803 8.49005101 NA 9.03526704 8.88087405 5.70795541 4.42592249 11.88739995 9.76657992 0.96650430 NA 4.49005020 8.89278504 11.64970284 NA 10.17106005 11.12162333 11.01395371 10.66432523 NA NA 3.35880414 8.54316216 NA NA 12.40982100 5.32404010 9.21204156 11.45206669 8.31521705 6.01088276 10.82291446 -1.03356953 NA 7.86130655 12.93884051 8.81511170 5.30633881 10.92504158 4.99549809 12.21411976 4.55144834 7.85827261 NA NA -0.03356953 2.28841763 3.28841763 14.83735856 15.71346606 9.67471063 12.84166229 NA 6.64596963 9.31411031 2.42591578 2.77384867 9.48612506 11.86641221 8.13390716 17.97739666 13.35685941 -1.03356953 2.55144219 3.28841763 11.94323201 8.73467338 3.96648584 11.44064097 10.21204156 14.92490567 9.21204156 5.15631166 2.66693834 10.83685364 10.32018713 7.64244599 13.16813271 9.92286504 12.02937827 12.37945562 -0.03356953 9.18686722 11.72471212 6.43409442 -1.03356953 NA 6.25189137 7.85827261 9.17350325 10.00951612 4.09577255 4.58120058 NA 11.75643002 NA 10.86546813 -1.03356953 12.92549465 9.78033422 10.29516384 1.28841763 13.04639029 5.53634514 8.73301770 10.90349484 10.80647994 9.68587779 10.52552179 5.84913108 10.09061026 10.34749104 -1.03356953 11.18958559 6.08543103 9.07239740 11.47279647 8.17594220 11.15878172 8.67557285 -1.03356953 10.84568919 2.55144219 0.0036076 0.0201810 0.5602800 0.4463000 -0.0183530 -0.0183530 0.0086135 0.0232860 0.0446370 0.0446370 0.0455710 -0.0106460 -0.0106460 -0.0106460 -0.0106460 -0.4850200 1.6718000 -0.0053992 -0.0053992 -0.4557600 0.3299500 -0.0022168 -0.0501000 0.0113810 0.0113810 -0.0883740 -0.0376260 -0.0376260 0.9550900 0.0087528 0.0087528 0.0087528 0.0036076 0.0036076 0.0201810 0.0315770 -0.4745900 -0.4745900 0.0590800 -0.5003900 -0.4564000 -0.4564000 -0.4558600 0.0536640 0.0366040 -0.0433310 -0.0183530 0.0232860 0.0232860 0.0446370 -0.0106460 -0.0106460 0.0000000 0.0000000 0.0283410 -0.4850200 -0.4814400 -0.0615550 -0.0127130 -0.4557600 0.0153080 0.0153080 -0.0081606 -0.0127130 -0.0127130 -0.0501000 -0.5576800 0.0258120 -0.0066006 -0.0883740 -0.1205400 0.0116260 -0.1109000 -0.1109000 -0.1109000 0.000 0.000 -0.481 -0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.137 0.000 0.000 0.000 0.000 -0.500 -0.500 0.000 0.000 0.000 -0.461 0.000 0.000 0.000 0.000 0.000 0.000 -0.111 -0.111 0.000 0.000 -0.481 -0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.137 0.000 0.000 0.000 0.000 -0.500 -0.500 0.000 0.000 0.000 -0.461 0.000 0.000 0.000 0.000 0.000 0.000 -0.111 -0.111 10.705848 NA 9.948399 6.442222 9.055277 10.592650 11.262258 12.150124 8.829126 10.979812 11.851804 11.024819 9.109872 10.585260 11.071743 11.331718 6.378338 13.168133 7.903127 12.029378 11.157240 10.541082 11.276249 13.815199 12.827382 10.802539 NA 4.610346 9.793832 10.447279 10.6094431 11.8682986 12.4414623 1.5514422 11.9859059 10.7075345 15.3524846 9.5306385 8.9045982 6.2518914 8.7180331 12.6265962 10.4940148 8.4094325 9.7321893 8.3948489 11.8874000 11.2250549 10.8834879 11.5112119 7.8613066 3.8733801 9.8009599 9.6747106 5.3240401 10.6734165 -1.0335695 9.8987037 1.5514422 9.8793782 8.8025393 12.0293783 12.3794556 11.2565078 11.7247121 10.9108350 -1.0335695 NA 8.7834724 10.9548186 10.7330178 3.6103457 10.8654681 11.0473064 10.2951638 12.4751503 10.6892965 10.5344450 9.2120416 10.5255218 6.0108828 10.8548516 10.2844667 6.4340944 0.7404527 9.7355002 10.4099142 10.3990308 9.6952598 8.3758800 10.3085636 6.8972259 TCGA-CR-5249 35 0 NA 1152 head and neck stage ii t2 n0 m0 female 2007 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213724e-06 6.935564e-07 11.0049644 NA 10.5374466 2.0329119 3.4803556 10.6034442 8.5860914 8.5916671 8.7914247 15.8028021 7.8886166 8.8611794 8.1203613 -0.4266255 9.3241738 9.1872563 5.4314491 7.5536063 11.7469879 9.6509503 3.2739037 NA 5.3416514 7.0613064 11.9057832 NA 10.3617773 10.9957945 10.9604071 11.1364247 -0.4266255 -0.4266255 4.7027517 9.4989174 NA NA 14.6035736 5.0812629 8.4878521 12.0550140 8.0653197 6.2028232 12.4515178 NA NA 13.4724933 14.9948250 9.0091372 6.3678830 12.6550335 10.3823587 12.7240868 6.5678207 7.2599673 NA NA 0.1584663 2.1584340 0.1584663 15.2959408 16.0766726 10.1014325 13.2234527 0.5734715 7.3548268 10.2902863 3.4314491 3.1584340 10.5019852 11.5525347 1.4551233 18.6807210 12.9389691 5.8680867 2.8214041 3.3283482 11.8891825 9.6341629 3.7829222 11.9394844 9.5902751 15.5034072 9.0782859 4.5734654 5.9828567 10.3940447 10.3556461 8.2316782 12.6114968 9.6123859 12.2963811 13.1286551 2.4803685 8.6273927 11.8532225 5.9133179 -1.4266255 NA 8.7142967 7.3115594 10.7592715 12.0106988 5.2458911 3.6178627 NA 10.0901519 NA 10.9257862 -0.4266255 13.0499599 10.1103357 11.1133527 5.8772485 13.4552022 7.1844916 8.4803576 10.8178307 10.7342837 9.7829203 10.4631761 8.2100917 9.8190196 10.8931390 0.8953802 11.5082634 7.4220900 8.8237653 12.3140909 7.7508865 11.2121290 9.1280557 1.5734715 10.6625862 2.7433857 0.0052749 -0.0071821 2.9999000 0.0377820 0.0049969 0.0049969 -0.0353120 -0.0353120 0.0617940 0.0617940 0.0617940 -0.0051626 -0.0051626 -0.0051626 -0.0051626 0.0127150 -0.5716000 0.0049969 0.0049969 -0.2897600 -0.2897600 0.0188030 0.0000000 -0.0233730 0.0024969 -0.0149160 0.0221640 0.0221640 -0.0493620 0.0318590 0.0318590 0.0213840 -0.0071821 -0.0071821 -0.0071821 0.0000000 0.0000000 0.0000000 0.0000000 -0.0264410 -0.0264410 -0.0264410 -0.0264410 0.0377820 0.0377820 0.0377820 -0.0021793 -0.0353120 -0.0353120 0.0617940 -0.0051626 -0.0051626 -0.0150540 -0.0150540 -0.0150540 0.0224440 -0.5716000 -0.0085329 0.0519560 -0.2897600 -0.0189020 -0.0189020 0.0188030 0.0127950 0.0127950 -0.0597960 -0.2036100 0.0024969 0.0024969 -0.0149160 -0.0149160 0.0130740 0.0914450 0.0914450 -0.0493620 0.000 0.000 0.000 -0.572 0.000 0.000 -0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.338 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 -0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.338 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.3912500 NA 10.5170549 7.7206718 10.2890000 12.0114776 13.2894825 12.2586537 9.4735789 10.9057832 10.4967944 11.3658505 9.4599256 11.1984907 12.0789063 11.5754028 4.1668199 12.6114968 9.5078949 12.2963811 10.9536573 10.8692358 11.2579963 12.7054026 12.4040811 11.7173283 -0.4266255 3.5734715 9.7527539 10.5920148 11.1155314 11.6251856 11.8439082 1.5734715 12.2161955 10.0608045 15.3854051 10.0339228 9.1164986 8.7669923 9.9425189 12.7823870 9.6132976 8.6287492 10.3245925 9.0380125 11.7469879 11.4899062 9.7136575 10.8151521 13.4724933 2.4803685 9.8213944 10.1014325 4.5042072 9.9310189 2.3808126 10.0618091 0.5734715 9.6239958 9.8536576 12.2963811 13.1286551 11.1874865 11.8532225 11.3701149 2.3808126 NA 8.1621813 10.4792300 10.5156148 4.3283554 10.9257862 11.3513386 11.1133527 11.9639046 10.0777894 9.5762820 9.5356399 10.4631761 6.5678207 10.2851339 10.5196421 8.6675445 4.1662254 11.7345987 9.7295563 10.3013874 10.0323860 7.7780377 10.2821197 6.0164094 TCGA-CR-5250 71 0 NA 799 head and neck NA tx nx NA male 2009 NA yes head and neck squamous cell carcinoma 30 1947 NA white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 9.363011e-07 2.427447e-07 11.4665503 NA 10.5770793 0.2309408 5.8456456 10.5213379 5.8651418 6.7012552 7.9080671 14.9870048 7.5132515 7.2309350 8.1675727 NA 8.7829635 8.2346872 5.3464109 5.5648354 11.3711257 9.0606578 3.1695402 NA 8.3670718 9.3772914 12.0550982 NA 10.2925312 10.7564557 11.0922804 10.8190249 -0.3540217 0.6459783 4.7334357 8.4705015 NA NA 13.8635516 7.6571998 8.7623166 12.0176130 6.3806827 4.9679018 12.5286155 3.6903612 -0.3540217 12.7862431 13.5972117 8.7969890 4.1054015 12.2898287 4.2309331 11.7431816 6.7855244 6.8747908 NA -1.3540217 0.2309408 1.4533332 0.9679064 14.3111973 14.8020113 10.0334514 13.6035280 NA 6.1537668 10.9947006 7.5132515 4.1054015 10.0925389 11.7041334 1.7008392 18.1147934 11.4519178 NA 1.2309408 1.2309408 11.9709968 8.2606825 3.2309408 12.0873774 9.5994415 15.0049157 9.1919021 3.5039593 4.7544974 10.3721907 10.2943300 7.8578610 12.3930042 11.5008408 12.2168955 11.5128650 NA 8.7492604 12.0258923 8.6088684 NA NA 6.6232523 7.9791279 9.5347157 10.7184401 3.5528689 4.6001686 2.1054099 10.1577251 NA 10.8354882 NA 13.1448217 9.9641029 11.3589293 1.9679064 12.5383256 6.6289660 8.1378257 10.9757688 10.6852343 9.2925312 10.8043139 6.9451804 10.8168364 9.7492602 2.4533332 11.7968304 5.5286151 8.8456447 11.9601308 7.7752554 12.6293224 9.0500497 -0.3540217 11.5635310 1.4533332 -0.00129440 -0.00129440 0.00903120 0.00041593 0.00569190 -0.01235600 0.00610900 0.00694350 0.00305220 0.00305220 0.00305220 0.00000000 0.00000000 0.00000000 0.00000000 -0.00498440 0.00000000 0.00180300 0.00180300 -0.00180140 -0.00180140 -0.00304750 -0.01078400 -0.00124730 -0.00124730 -0.02452400 -0.01312700 -0.01312700 -0.06222600 0.00083195 0.00083195 0.00083195 -0.00129440 -0.00129440 -0.00129440 0.00471900 -0.67619000 -0.68741000 0.00903120 0.00208050 0.00208050 0.00208050 -0.00613510 0.00041593 0.00041593 0.00041593 0.00569190 0.00440690 -0.01106000 -0.01769900 0.00000000 0.00000000 -0.00567570 -0.00567570 -0.00567570 -0.00498440 -0.68515000 0.00180300 -0.00259870 -0.00259870 0.00416320 -0.69351000 -0.00304750 -0.00981850 -0.00981850 -0.01078400 -0.01078400 -0.00124730 -0.00124730 -0.02452400 -0.02452400 -0.00373950 -0.06222600 -0.06222600 -0.06222600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.676 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.676 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.633414 NA 10.906366 6.055363 10.261602 12.782240 11.739225 13.032913 9.503176 10.602712 10.643152 12.419833 10.098729 10.936567 10.627896 11.625219 4.686646 12.393004 10.852376 12.216895 11.078514 11.089434 10.347768 12.709889 12.369224 10.903360 3.289834 5.722788 10.055894 10.778472 10.0307562 11.0881384 13.3919094 2.4533332 12.1341892 10.4973311 14.6014401 8.6683404 10.0722373 9.3823744 10.3372798 12.4313228 9.5052356 8.5914161 10.3511728 9.5415478 11.3711257 10.2597620 9.2224568 10.8864657 12.7862431 2.5528689 9.2458854 10.0334514 5.6903668 9.2430940 0.2309408 9.7261238 -1.3540217 9.7093675 10.5117057 12.2168955 11.5128650 11.1846464 12.0258923 11.4855700 -1.3540217 NA 8.7174348 11.8173057 10.7707400 3.8158930 10.8354882 11.1355696 11.3589293 11.8205861 10.0909873 9.5055073 10.7117252 10.8043139 7.1577249 10.7174348 10.6783626 3.1054099 NA 11.8018975 10.0415440 10.1428263 9.2243452 9.3342228 10.5282334 6.1217055 TCGA-CR-6467 59 0 NA 1777 head and neck stage iii t2 n1 m0 male 2006 NA yes head and neck squamous cell carcinoma 15 1976 1 white not hispanic or latino 4 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.352435e-06 6.588786e-07 10.37785754 NA 10.69564451 -0.33188088 1.08324741 10.86909787 7.29025113 7.84810836 8.13851910 15.28493953 7.29998274 6.40064893 9.19110759 2.25317242 8.70894557 8.68871644 5.28291049 6.67569316 11.79242827 8.29390795 0.08324741 NA 5.50108878 10.16305487 11.41862712 0.66820991 10.72076728 10.42753264 10.61753964 10.40713592 NA 1.54265427 3.12763328 8.78168101 NA NA 13.59205286 8.89461135 9.31565770 11.20687322 8.39384947 5.86459722 10.71940816 6.30723907 NA 12.77748580 12.11726189 8.43528021 4.40516189 11.88120219 4.29872429 11.85678810 5.30240679 7.06051653 0.40512104 NA 2.40517551 3.03743494 1.40517551 14.05767106 14.66518403 9.58457642 12.48631538 NA 5.62239451 9.18258455 5.55897166 3.54266665 9.98899974 12.11252399 4.08233642 17.73626198 12.60195137 NA -0.33188088 2.60679753 11.66267056 8.72348177 4.59103307 11.48184685 9.95975364 14.33802550 9.82512495 4.08323890 5.64547975 10.57859215 10.32283524 7.47125413 12.67358988 11.97596927 12.52779874 11.33885553 -1.91702497 9.06337620 11.27860894 2.17069423 -1.91702497 NA 6.84478861 7.03452167 8.67475899 9.67429151 6.55084219 3.12763328 3.66819857 8.67662778 NA 10.56074208 7.31205521 12.85596370 9.91646679 10.63710601 4.36863567 12.65148979 7.71259372 8.48198061 10.75610401 9.32044677 8.69978550 11.32417711 5.63782468 10.05370220 9.99762182 1.66820991 12.27321570 6.06051653 10.19045387 11.24468362 8.17202490 12.20387965 9.45827618 -1.91702497 9.59251684 1.78366618 0.00000000 0.00000000 0.54894000 0.54101000 -0.01450300 -0.01450300 -0.01092200 -0.01092200 1.04290000 1.04290000 1.07550000 0.54171000 0.54171000 0.54171000 0.54171000 -0.01326400 -0.02425100 0.52293000 0.52293000 -0.58696000 0.57630000 -0.02109800 0.50820000 0.54969000 0.54969000 0.46502000 0.52801000 0.52801000 0.15741000 -0.01064600 -0.01064600 -0.01064600 0.00000000 0.00000000 0.01419000 0.55889000 0.56454000 -0.61268000 -0.61268000 0.00024486 0.00024486 0.00024486 -0.01009400 0.53811000 0.53811000 -0.02712400 -0.00539920 -0.01092200 -0.05257700 1.08420000 0.54171000 0.54171000 -0.02739800 -0.01697900 -0.01697900 -0.01326400 -0.59429000 0.52293000 0.50429000 -0.58696000 -0.00373950 -1.23550000 -0.02109800 -0.66761000 -0.66761000 0.50820000 -0.04224500 0.55142000 0.52928000 0.46502000 0.46502000 0.54718000 0.15741000 0.15741000 0.15741000 0.000 0.000 0.000 0.000 0.523 0.523 0.000 0.000 0.000 0.000 -0.577 0.508 0.508 0.550 0.550 0.465 0.465 0.000 0.000 0.528 0.528 0.547 0.000 0.000 0.000 0.549 0.549 0.000 0.000 0.538 0.000 0.000 0.000 0.000 0.000 1.043 1.043 0.542 0.542 0.157 0.157 0.000 0.000 0.000 0.000 0.523 0.523 0.000 0.000 0.000 0.000 -0.577 0.508 0.508 0.550 0.550 0.465 0.465 0.000 0.000 0.528 0.528 0.547 0.000 0.000 0.000 0.549 0.549 0.000 0.000 0.538 0.000 0.000 0.000 0.000 0.000 1.043 1.043 0.542 0.542 0.157 0.157 11.508190 -1.917025 10.795701 6.391575 8.965116 9.838537 11.836245 12.148821 8.927943 10.973121 9.927943 11.200880 9.459905 10.958026 11.751789 11.760516 4.746866 12.673590 11.274296 12.527799 11.261435 10.650242 11.032699 12.385810 12.863982 11.248772 3.509506 5.222789 9.842709 11.213646 11.3683500 10.8968176 13.3185779 4.2125226 11.7222382 10.6077785 14.1097146 9.2506549 10.8354083 9.8650063 8.9169176 13.4519478 10.2660501 8.5447160 9.8431208 9.8905917 11.7924283 9.5528787 9.2380548 10.3657461 12.7774858 3.6067975 8.8489371 9.5845764 6.4006489 8.6175395 2.0832474 10.1128691 0.8905634 9.9181028 9.4878461 12.5277987 11.3388555 10.8301709 11.2786089 11.3503160 4.8514192 NA 10.1334256 11.9552382 9.9026175 2.7836662 10.5607421 11.5900402 10.6371060 12.3422444 11.1754984 10.6148619 10.5554199 11.3241771 7.0605165 10.9852349 10.0450481 7.5810883 2.6067975 11.3485588 9.9892066 9.9867421 8.4669411 7.7871405 10.0464941 5.9349858 TCGA-CR-6470 38 0 NA 1521 head and neck stage ii t2 n0 m0 male 2007 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.283079e-06 3.467782e-07 11.3140174 NA 10.3973864 3.0227406 5.0227406 10.6750982 6.9599150 8.3047775 8.0849109 15.7331082 7.1331659 9.0966401 7.4212915 1.7332242 9.3834894 8.9927172 4.9556290 6.4581277 11.8793091 8.9779957 2.9556290 NA 11.3828908 10.9979387 11.7981279 NA 10.4944173 11.0142639 10.9211373 10.8032073 1.3706665 0.1482183 4.9556290 9.0710158 NA NA 12.8303165 5.9470139 8.7921291 12.0176097 7.7155955 7.4025141 11.0496427 4.8670909 -1.4367442 12.9699141 13.4771816 8.8829826 6.9076058 11.6988594 4.4535110 12.3074085 6.3314956 7.5491524 NA 0.8852620 -1.4367442 1.1482834 -1.4367442 14.2369508 14.9113853 9.8295114 13.1684427 0.1482183 6.6077046 10.8103478 6.8112385 5.3962006 9.7617555 11.7993247 2.5175025 18.2296246 13.1834730 NA 2.3706665 3.4212906 11.8942273 9.4243973 4.8300981 11.6229473 9.7022222 15.1943880 9.3625920 3.9895750 6.9513278 10.3746851 10.2775559 7.9534794 13.3333502 11.0851562 12.9687179 11.8537614 0.1482183 8.9769384 11.8463988 6.3380981 NA -1.4367442 7.8088632 7.1102045 9.9583090 12.0151655 5.4212906 2.8852424 0.8852620 8.0571659 NA 9.5939776 3.0227406 13.0584784 9.6886593 11.1024692 5.2215214 13.4976924 8.1350633 8.6401260 10.4127156 9.8142010 9.3922403 10.8067820 6.3446705 11.4377155 10.8521765 1.7332242 12.1127341 7.1024692 9.0531583 12.0040499 7.7556033 11.9961133 9.3938257 1.1482834 9.7525173 2.6507646 -0.00512270 -0.00512270 1.01300000 -0.00678130 -0.00857660 -0.00857660 -0.00498440 -0.00498440 0.34177000 0.34177000 0.34177000 0.00903120 0.00903120 0.00903120 0.00903120 0.00750000 -0.43279000 -0.00457260 0.00430210 -0.01971400 -0.01971400 0.02693500 0.03185900 0.00097372 0.00097372 0.03383100 0.02820000 0.02820000 0.00235810 -0.40285000 0.02682000 0.00861350 -0.00512270 -0.00512270 -0.00512270 -0.02890100 -0.02890100 -0.02890100 -0.02890100 -0.02603000 -0.02603000 -0.02603000 -0.02603000 -0.00678130 -0.00678130 -0.00678130 -0.00857660 -0.00498440 -0.00498440 0.34177000 0.00903120 0.00903120 0.00319100 0.00319100 -0.43116000 0.00750000 -0.43279000 0.00430210 0.00000000 -0.43789000 -0.06101700 -0.42876000 0.02693500 0.02174400 0.04885700 0.03185900 0.03185900 0.00097372 0.15009000 0.03383100 0.03383100 0.01126100 0.00235810 0.00235810 0.00235810 0.000 -0.410 0.000 -0.433 0.000 0.000 0.000 -0.368 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.518 0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.342 0.342 0.000 0.000 0.000 0.000 0.000 -0.410 0.000 -0.433 0.000 0.000 0.000 -0.368 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.518 0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.342 0.342 0.000 0.000 0.000 0.000 11.738860 -1.436744 10.353410 7.914249 8.832437 11.675584 12.881288 11.184676 10.059665 11.191300 9.907051 10.913421 9.722551 11.033969 10.516779 12.078764 4.416306 13.333350 10.460400 12.968718 11.061910 10.862518 10.652099 12.422514 12.674691 12.080857 1.563305 4.563311 9.454335 11.146863 10.613839 11.277556 12.517598 2.955629 12.143569 10.904551 14.519958 9.561196 11.095179 8.958845 10.054161 12.577767 9.725739 7.864806 10.856782 8.885238 11.879309 10.414279 9.772154 11.322366 12.969914 4.540591 9.408016 9.829511 6.133167 9.652099 3.563305 10.044605 0.885262 9.559078 10.212567 12.968718 11.853761 11.398176 11.846399 11.666598 3.148267 0.885262 9.794532 10.873071 10.241030 4.540591 9.593978 11.499580 11.102469 11.464177 9.762369 9.885802 10.622317 10.806782 7.439828 10.684844 10.843008 7.891985 3.733235 9.674446 9.913857 10.370263 9.255054 9.199029 10.561901 5.344669 TCGA-CR-6471 58 1 1202 NA head and neck stage iva t4a n1 m0 male 2007 NA yes head and neck squamous cell carcinoma 40 1966 1 white not hispanic or latino 3 5 NA NA 3 3 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 3.883916e-06 1.421791e-06 9.9669109 NA 10.1195896 2.9657843 3.8917886 10.2409776 3.2877087 7.0145439 8.4830600 16.0318819 7.5018372 7.5264992 7.6154001 NA 9.0307965 8.6786551 5.0361736 6.8965213 11.3796237 8.5863707 1.2288495 NA 10.2405118 5.3853240 11.5882022 NA 10.5161463 10.6817463 10.9496330 10.9920311 0.6438562 NA 4.5265008 9.1327508 NA NA 14.6644238 6.3512149 8.3954005 12.5058154 7.9035993 5.9384764 12.4331861 1.8137709 NA 12.9583686 14.3139315 9.3416925 2.5507529 12.4006210 7.4997215 12.7743463 7.2325706 7.0188956 -0.3562361 -1.3562361 -1.3562361 0.6438562 -0.3562361 14.2453914 15.8773427 10.7653897 11.2381808 NA 5.6096397 10.6817463 NA 2.4512243 9.7240075 11.4239858 1.6438562 19.3034262 11.9884295 NA 2.8137709 2.7313136 12.6732297 7.8037275 4.5507468 11.4912679 9.7897883 16.0874068 8.7986743 3.2877087 3.6438562 10.9936903 10.5318384 7.5356401 12.7473801 7.1357093 11.5522488 12.1886999 NA 8.5936828 12.4761529 4.7099468 NA -1.3562361 4.8533071 6.4512111 9.2613237 9.9424916 3.0361692 1.4512243 NA 7.7072514 NA 11.3804695 NA 12.9345231 10.5103663 11.7558069 5.1984470 13.8045943 7.0404607 7.9430645 11.0803075 8.5612284 9.7692696 10.2653540 11.8661983 10.8184699 11.8850946 -0.3562361 10.6063908 6.0101778 9.1316962 12.3574575 8.1771858 12.2589110 8.7846859 -1.3562361 11.9161944 1.8137709 0.00000000 0.00000000 -0.00221680 0.46161000 -0.00609040 -0.00609040 -0.00498440 -0.00498440 -0.50152000 0.44749000 0.45445000 0.00099672 0.00099672 0.00099672 0.00619440 -0.00310240 -0.00310240 -0.00748540 -0.00263220 -0.00981850 -0.00981850 0.00249690 0.01572700 0.00541390 -0.00328020 0.01516800 0.00694350 0.00694350 0.03919500 0.00819590 0.00819590 -0.00022034 0.00000000 0.00000000 0.00000000 0.00722170 0.00722170 -0.00553750 -0.00553750 -0.00816240 -0.00816240 -0.00816240 -0.00816240 0.44675000 0.44675000 0.44675000 -0.00609040 -0.00498440 -0.00498440 -0.50152000 0.00099672 0.00099672 0.00235810 0.00235810 -0.00133560 0.00777830 -0.00310240 -0.00263220 -0.00981850 -0.00981850 -0.00595220 0.00069327 0.00249690 0.00708290 0.00861350 0.01572700 -0.49767000 -0.00328020 -0.00328020 0.01516800 0.01516800 -0.00097017 0.04807800 0.05608500 0.02500500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.447 0.447 0.000 0.000 0.000 0.000 -0.502 -0.054 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.447 0.447 0.000 0.000 0.000 0.000 -0.502 -0.054 0.000 0.000 0.000 0.000 11.115023 NA 10.060976 7.731319 10.022151 11.502610 12.424703 12.224586 9.873276 10.358531 10.672108 11.702186 8.845980 11.467422 11.582333 10.819094 4.674636 12.747380 8.756296 11.552249 10.924917 10.625067 10.942205 12.699438 12.324435 7.865443 NA 2.344289 9.252111 9.595869 11.6693418 11.7901066 10.5801261 0.6438562 12.1380868 9.7666843 14.7096922 9.7948726 7.6038578 8.6424467 9.4350191 11.8284217 9.0436789 8.6438562 10.0014082 7.4020792 11.3796237 11.2856822 9.9753330 9.3083035 12.9583686 1.2288495 10.3399544 10.7653897 4.7936046 7.6772792 -0.3562361 10.7824480 -1.3562361 9.4504059 8.7910613 11.5522488 12.1886999 11.0693344 12.4761529 11.5012541 1.4512243 NA 8.6729500 9.8324451 7.2949074 4.9106415 11.3804695 11.5301244 11.7558069 11.7394180 10.4787222 10.2877124 9.0878357 10.2653540 5.5507468 10.6232814 10.1994039 5.3853240 -0.3562361 8.9129827 8.6727428 10.1407099 10.1104426 7.3268510 10.2521110 4.4767446 TCGA-CR-6472 59 0 NA 1050 head and neck NA NA NA NA male 2008 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.348967e-05 4.508117e-06 8.312056118 NA 11.267058484 3.586404475 5.067531165 10.371585869 8.284531715 5.023809787 8.246996105 14.003774990 7.501289454 8.469049153 8.525005497 NA 8.776230350 8.361192851 4.673867316 3.393759397 11.736787881 10.052652409 0.001441974 NA 9.590158107 3.171366976 11.780957588 NA 11.080928223 11.299219468 10.627152277 10.320551017 0.001441974 0.586404475 3.908332570 9.523426501 NA NA 9.961445353 5.286844193 9.812818111 10.884086474 6.616153289 5.659656311 11.658985162 1.586404475 4.001441974 9.886376994 13.425018962 7.899288639 1.323370069 11.788325595 8.477014672 12.626124654 5.943958823 4.908332570 NA 0.001441974 1.001441974 1.001441974 -0.998558026 12.477426312 13.228423759 10.450592063 12.750579583 NA 3.859422969 9.941757038 0.586404475 1.001441974 9.727661495 11.784032166 1.047608184 18.878379969 10.974782029 0.001441974 2.323370069 2.586404475 11.748377536 7.802343167 -0.998558026 10.958973573 10.895124152 15.036005980 9.262362917 7.712249784 6.601356302 10.345184334 11.080594845 5.045836094 12.695141623 9.215762551 11.558667758 13.364756875 7.078258639 9.018251653 11.808194412 8.054011654 NA NA 3.756329476 8.372130687 9.768800317 10.292038358 2.001441974 8.932180788 0.001441974 2.586404475 NA 10.780341927 6.578872311 13.341571693 9.708957808 10.701015901 3.323370069 13.641010238 3.393759397 8.764655668 11.135869769 8.032110764 9.731064076 10.863980020 8.505269300 10.320551017 9.444386920 0.001441974 8.244617385 5.525003930 8.779520417 11.942491010 8.376482708 11.100791230 9.062139255 NA 13.070725341 0.586404475 -0.62016000 -0.62016000 0.64359000 0.01307400 0.07872700 -0.61220000 -0.03563900 0.01059600 0.01859700 0.01859700 0.04755200 -0.64338000 -0.62884000 -0.01986300 -0.19137000 0.01014600 -0.03517600 0.00458000 0.00527490 0.71716000 -0.68762000 -0.00981850 -0.05765400 0.01754400 0.01754400 -0.09775900 0.00124810 -0.01670400 -0.19174000 -0.70100000 0.02553100 0.52930000 -0.62016000 -0.62016000 -0.62607000 0.01558700 0.01558700 0.07959100 0.07959100 -0.62541000 -0.61719000 -0.61345000 -0.63036000 0.01307400 0.02202400 -0.00830050 0.00041593 0.02398700 0.02398700 0.01922300 -0.62884000 -0.63944000 0.00000000 0.00000000 0.00000000 -0.00290910 -0.65203000 0.00527490 -0.66806000 -0.62417000 -0.69850000 -0.69078000 0.00018699 -0.68360000 -0.68360000 -0.70541000 0.53872000 0.02609200 0.02609200 -0.09775900 -0.09775900 0.00027728 -0.19174000 -0.19174000 -0.19174000 0.000 0.000 0.000 0.000 0.000 0.000 -0.624 -0.659 0.000 0.000 0.000 -0.648 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.620 0.000 0.000 -0.613 -0.613 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.639 -0.639 -0.192 -0.192 0.000 0.000 0.000 0.000 0.000 0.000 -0.624 -0.659 0.000 0.000 0.000 -0.648 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.620 0.000 0.000 -0.613 -0.613 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.639 -0.639 -0.192 -0.192 11.555312656 NA 10.531103325 4.210895340 6.967227412 10.338507761 13.166428886 11.855727435 9.620746396 9.914332805 10.356794501 10.530873991 6.984436688 11.224238324 12.866983393 12.014766077 4.408793367 12.695141623 7.350171897 11.558667758 11.217886167 10.185698956 10.586875433 13.083794575 13.415666173 12.989506725 0.001441974 3.001441974 9.406584925 10.723824060 10.782803 11.126534 7.630800 -0.998558 12.474261 9.793420 14.704642 9.470067 9.227856 9.573196 10.728513 12.881697 10.080221 8.206015 9.970110 7.715689 11.736788 10.427708 10.677400 8.163835 9.886377 2.460874 9.450592 10.450592 6.109969 6.350172 NA 9.568449 -0.998558 9.072906 7.663221 11.558668 13.364757 11.483495 11.808194 10.992256 NA NA 8.777876 10.570350 7.590158 2.460874 10.780342 11.642592 10.701016 12.110131 10.034866 10.058081 8.054012 10.863980 7.062139 10.440755 10.721688 1.808797 -0.998558 9.333480 7.593489 10.732338 9.415071 7.191268 10.534773 5.376481 TCGA-CR-6473 68 0 NA 1125 head and neck NA NA NA NA male 2008 NA yes head and neck squamous cell carcinoma 50 1952 NA white not hispanic or latino 3 5 NA NA 2 4 2 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.739548e-06 8.669455e-07 10.0138987 NA 10.4654302 -1.1306813 1.8692397 12.4660125 NA 5.9672724 8.6878225 14.8020319 6.9353301 7.2701196 8.7349738 NA 8.5327985 9.4238292 5.9881825 4.0786952 11.8400653 8.9460559 1.1911836 NA 7.0738117 9.0528758 10.6241280 NA 10.2029548 10.2781008 10.5920479 9.0366586 NA NA 2.8692397 8.6290119 NA NA 13.9117976 7.1592588 8.2637030 11.3590884 4.8916087 4.2955026 11.7213798 7.9829827 NA 13.0796835 13.9937253 7.7851196 -1.1306813 14.1720221 5.2737024 12.1544981 6.6636563 5.3928017 NA NA NA 2.0391735 NA 13.5771921 13.3883195 10.2865655 13.7496371 NA 2.9567072 10.7576032 NA 4.3286713 9.9115837 11.5015541 -0.1306813 16.9826876 10.3033473 NA 1.6765834 0.4541759 11.6343193 7.4161346 0.4541759 10.8550610 9.9047269 14.7821531 9.2366552 1.8692397 7.3163241 10.8692404 10.6546929 4.9136362 13.3032822 9.5319087 12.0432298 11.0043083 NA 8.9790710 11.5493801 9.4894602 NA NA 0.4541759 6.5202918 9.1004616 9.8699446 -1.1306813 -1.1306813 NA 9.3996469 NA 10.5614200 NA 12.0682992 10.1239856 11.4784192 -0.1306813 12.8305997 1.4542285 8.9312865 10.9262167 7.6307913 9.9252006 11.1281421 5.9672724 11.3553212 9.4476131 3.3927982 11.1442009 4.6765946 9.7139461 12.4648476 8.2223873 12.2139524 9.1707365 NA 9.4228698 -1.1306813 -0.01981300 -0.00984790 0.72338000 0.67198000 -0.01532900 -0.01532900 -0.01739100 -0.01739100 -0.07021300 0.67370000 0.70345000 0.00166420 0.00166420 0.00166420 0.02603300 -0.01161100 -0.01161100 0.00284150 0.00041593 -0.07076400 -0.03608900 0.03651200 0.00833510 0.04457400 0.01209700 -0.03871400 -0.82538000 3.21010000 -0.08519200 0.03495900 -0.00719580 -0.07494500 -0.01981300 -0.01519100 0.01279500 -0.82964000 -0.80881000 -0.83281000 0.67604000 -0.02593400 -0.00733390 -0.00733390 0.05993700 0.68739000 0.70307000 0.70307000 -0.82211000 -0.01739100 -0.01880200 -0.01972600 0.00166420 0.00166420 0.04712600 0.00069327 0.00069327 -0.01161100 -0.82627000 0.00041593 -0.01725400 -0.01725400 0.01447000 0.01447000 0.01738200 -0.81525000 -0.81525000 0.00833510 0.77522000 0.00612060 0.00612060 -0.03871400 -0.03871400 0.01457800 -0.03667400 -0.03667400 -0.06678700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.812 -0.812 0.000 0.717 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.813 0.000 0.000 0.000 0.000 -0.809 -0.085 0.000 0.000 0.687 0.687 0.000 -0.804 -0.792 0.000 0.000 0.674 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.812 -0.812 0.000 0.717 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.813 0.000 0.000 0.000 0.000 -0.809 -0.085 0.000 0.000 0.687 0.687 0.000 -0.804 -0.792 0.000 0.000 0.674 0.000 0.000 0.000 0.000 10.7205990 1.4542285 9.9153345 5.9985227 10.3785206 11.6872133 12.2881471 11.0023826 7.0491494 9.8685358 11.2857741 11.9616672 8.1500113 10.4917499 10.7895933 11.2023957 5.4910001 13.3032822 11.5761680 12.0432298 11.1911685 10.6802137 11.2229386 14.1303209 12.6004534 11.3348068 0.4541759 5.5971617 9.3520483 10.0316317 10.9813541 12.1094355 10.4954058 -0.1306813 11.6264221 11.0250073 15.2150251 8.2507835 8.0265876 8.9473912 9.5705468 12.3449738 10.4987427 9.3007381 10.7484408 10.6085991 11.8400653 10.7353602 10.4069441 7.9855841 13.0796835 -0.1306813 9.5130967 10.2865655 5.7881036 7.2179684 NA 9.8241637 0.4541759 9.7776331 9.6782045 12.0432298 11.0043083 11.1621372 11.5493801 11.4951775 NA NA 10.0859862 9.6098645 8.2135364 4.0391647 10.5614200 11.5427703 11.4784192 12.6972777 11.2276169 10.4088839 9.0799117 11.1281421 7.7821300 10.0707517 10.7522655 -1.1306813 NA 9.5301277 9.6275386 10.1843900 9.1064504 6.5487202 8.7287753 4.6505980 TCGA-CR-6474 51 1 564 NA head and neck stage iva t2 n2b m0 male 2009 NA yes head and neck squamous cell carcinoma 74 1971 2 white not hispanic or latino 1 1 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.433104e-06 1.005657e-06 11.70834814 -0.01668713 10.23553716 4.89015482 6.77768140 10.28361856 2.39829564 6.24379283 8.61262268 16.07802410 7.17966331 9.22405740 7.43722274 -1.60164963 8.87302355 7.79918317 5.11103549 4.89015482 8.71684621 8.09353165 1.39829564 -1.60164963 12.04733505 10.76871845 11.07822334 2.30518259 9.94326791 10.31753924 10.42067135 10.61079989 1.56822672 -1.60164963 5.64623179 8.57119366 NA NA 13.93670463 6.70664244 9.39689393 12.00978944 8.90807853 8.00748202 12.17709932 4.09873957 -0.60164963 14.33164836 12.20424882 8.59306015 -1.60164963 10.65598600 3.84324020 12.25375600 7.95672405 7.04576185 3.52758335 2.64927055 -0.60164963 2.30518259 1.98327638 15.57652034 16.04490304 9.97856204 12.65635418 -0.60164963 6.56321000 10.61565538 NA 3.30519718 8.19596516 10.73257677 0.38017531 18.30697756 13.24094847 2.09875641 3.56822672 3.04215402 12.42991855 10.12749928 6.66976664 11.26708939 10.35866746 17.21454968 9.34958820 7.24692677 4.77334232 11.24516500 10.75089872 9.82771028 11.52622530 9.01301330 11.09765905 12.21378685 0.72019089 8.22167073 10.60745220 7.80131583 -0.60164963 NA 4.84124857 5.79062088 9.93065944 10.28438110 2.09875641 3.79062609 NA 5.62712236 -1.60164963 11.20706662 -1.60164963 13.61148366 9.26324009 11.04711041 8.65569135 13.64649050 6.48045256 8.51464739 11.38911654 11.27366886 9.57509994 9.65412276 7.14984770 13.62682158 12.37011643 0.72019089 11.58178380 7.63909466 9.11426550 11.57369708 7.64385619 11.68341667 9.53657536 1.20564274 6.23750636 2.64623179 0.0019418 0.0167050 0.4576800 0.7230100 -0.0494240 -0.0494240 1.5421000 -0.2660000 1.6843000 0.0020805 0.7267700 -0.2745200 -0.2745200 -0.2745200 -0.2745200 -0.0902290 3.6569000 0.0000000 0.0144700 0.0939110 0.0939110 0.1810200 -0.0810730 0.3119300 0.0930030 -0.0065050 -0.2149100 0.3143400 0.0686650 -0.0087419 0.0255310 0.0259220 0.0019418 -0.6039000 0.0013868 -0.1378100 -0.1378100 -0.1461800 -0.1461800 -0.1123400 -0.0918160 -0.0918160 -0.1077500 -0.2709300 -0.2709300 -0.2709300 -0.0494240 -0.2918900 -0.3163600 -0.3024000 -0.2745200 -0.2745200 -0.1415500 -0.1415500 -0.1415500 -0.0902290 -0.1255100 -0.0239100 0.0939110 0.0939110 0.1710600 0.1710600 -0.1455400 0.0083351 0.0083351 -0.0810730 -0.2197300 -0.2999200 -0.2999200 -0.0065050 0.5224100 -0.0268180 0.3777500 0.3777500 0.0437230 -0.142 -0.142 0.000 0.000 0.000 0.000 0.000 0.171 0.181 0.000 0.000 0.000 0.000 0.000 -0.300 0.000 0.000 0.000 0.000 -0.215 0.099 0.000 0.542 0.000 0.000 0.322 0.460 0.000 0.000 0.122 -0.149 0.000 0.000 0.999 -0.266 -0.302 0.000 -0.275 -0.275 0.000 0.000 -0.142 -0.142 0.000 0.000 0.000 0.000 0.000 0.171 0.181 0.000 0.000 0.000 0.000 0.000 -0.300 0.000 0.000 0.000 0.000 -0.215 0.099 0.000 0.542 0.000 0.000 0.322 0.460 0.000 0.000 0.122 -0.149 0.000 0.000 0.999 -0.266 -0.302 0.000 -0.275 -0.275 0.000 0.000 11.5727611 -0.6016496 9.1483990 7.3495882 11.1328014 14.0340720 10.3201445 10.6753003 11.5258143 9.5159466 11.4674176 12.6202682 7.3898249 11.0246970 10.5025747 9.9657843 5.1808441 11.5262253 9.0970081 11.0976591 10.0591907 10.3601149 10.5844177 13.2154595 11.9504923 7.8182639 -1.6016496 0.3983504 8.7873969 11.2859049 10.9058504 12.7077798 10.8881514 0.3983504 11.0531632 11.1296225 14.5146466 8.4870916 7.2839995 8.2248521 9.3876979 12.0235557 8.4802930 8.2961490 10.5881281 9.1631752 8.7168462 10.6647972 6.8245680 9.3312565 14.3316484 1.5682267 10.7359254 9.9785620 5.0987438 7.5378551 1.3982956 9.5308033 -1.6016496 9.2686683 11.5732292 11.0976591 12.2137868 11.4213648 10.6074522 11.3848566 -0.6016496 3.2056584 9.1009438 11.3592104 7.1664875 5.6744268 11.2070666 11.9858466 11.0471104 11.7979820 10.4032262 10.0208129 10.4532469 9.6541228 8.9747877 10.2862856 11.3242288 1.9832764 -0.6016496 6.1730914 8.8268418 9.5493199 10.0212704 8.0148524 9.8407287 4.8245693 TCGA-CR-6477 56 0 NA 514 head and neck NA NA NA NA female 2010 NA NA head and neck squamous cell carcinoma NA 1971 NA white not hispanic or latino 2 3 NA NA 1 1 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 4 0 0 4 0 0 0 0 7 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.288736e-06 8.322677e-07 9.6288636 NA 9.6862347 5.6834186 6.9641907 10.3434157 0.2684344 5.9122379 8.8049532 16.0537070 6.8533445 8.5614709 6.7867074 NA 8.1366902 7.6111975 5.1096865 6.4449718 3.4383062 7.2108963 0.2684344 NA 9.8639505 10.6030280 12.1173964 3.4907755 10.0332538 11.0123752 9.7728703 11.1755233 1.4907755 -1.3165281 5.3976661 8.9478859 -1.3165281 NA 12.8007382 6.1510247 8.8682951 11.5051938 8.8152767 7.4248868 11.6540650 2.6834270 NA 12.9570697 14.0005144 8.4181292 0.6833821 11.1852570 5.0577622 12.9366025 7.3558453 7.2494738 0.6833821 4.2082363 NA 1.6834270 0.2684344 15.4038230 15.1813916 10.0120947 13.2891308 NA 6.1591528 10.4075072 NA 1.4907755 9.7821099 11.0655034 NA 18.5637551 12.2686171 NA 3.2069870 -0.3165281 11.9614336 8.7761770 7.1591528 11.3611460 10.4786478 16.2508857 8.9711322 7.0365671 4.0757380 11.3358166 9.9449271 5.8023613 13.4112770 7.8152770 11.3779953 12.4938910 NA 8.5163099 11.3613596 5.5537844 NA 4.7919443 4.7708819 6.8533445 9.3362646 9.5398453 2.0053641 2.0053641 NA 8.3308783 NA 10.8797145 NA 13.2256053 9.0835307 10.4528445 4.4907755 13.6697507 4.9688234 8.3036397 10.5974311 8.7548822 10.0327011 10.7283467 5.6376160 11.6379796 11.1180480 2.3838563 9.2898250 6.9963029 8.3505313 12.3223082 9.0584591 11.6979634 8.9265937 -1.3165281 11.3451979 1.0053281 0.1925400 2.9871000 0.4952800 0.4270400 0.0000000 0.0000000 0.8263500 0.0059700 0.1542700 0.1542700 0.1542700 -0.2564800 -0.2564800 -0.2483700 0.2133000 -0.1947500 3.5682000 0.0652260 0.0652260 -0.2383800 -0.1508000 0.4047700 -0.0452280 -0.0210210 -0.0210210 -0.2639600 -0.0309500 0.1795000 0.1411700 0.1638500 -0.0271240 -0.0321150 0.1925400 0.1925400 -0.2529800 -0.1307000 -0.1307000 -0.1307000 -0.1307000 -0.0186280 -0.0094609 -0.0094609 -0.0120240 -0.1336800 -0.1336800 -0.1336800 -0.0227220 0.0059700 0.0059700 -0.0340300 -0.6979400 0.2133000 -0.0308130 -0.0308130 -0.2409500 -0.1947500 -0.2491000 0.0652260 0.1826800 -0.2383800 0.4102800 0.4102800 0.4047700 0.1804100 0.1804100 -0.0452280 -0.0306770 -0.0210210 0.3891500 -0.2639600 0.1144800 -0.1717000 -0.4053900 0.0132160 0.1411700 0.000 -0.210 -0.195 -0.195 0.000 0.000 -0.238 0.410 0.405 0.180 0.180 0.000 0.000 0.000 0.000 -0.264 -0.264 0.000 0.000 0.000 0.180 -0.172 0.000 0.193 0.193 -0.131 0.000 0.000 0.000 0.293 -0.134 0.000 0.000 0.820 0.000 0.154 0.154 -0.035 0.213 0.000 0.128 0.000 -0.210 -0.195 -0.195 0.000 0.000 -0.238 0.410 0.405 0.180 0.180 0.000 0.000 0.000 0.000 -0.264 -0.264 0.000 0.000 0.000 0.180 -0.172 0.000 0.193 0.193 -0.131 0.000 0.000 0.000 0.293 -0.134 0.000 0.000 0.820 0.000 0.154 0.154 -0.035 0.213 0.000 0.128 11.704573 NA 10.193605 6.283333 9.571402 12.720873 10.004784 10.982628 9.584287 10.807541 14.484370 11.990336 8.165219 11.438933 10.712017 9.860839 4.845510 13.411277 8.538288 11.377995 10.861462 10.363340 10.652447 12.440211 12.994388 8.290750 NA 3.683416 9.738702 9.662845 10.1912145 12.8051961 12.0155962 -0.3165281 11.6655221 10.0232698 14.3054696 10.7491725 7.2186950 8.7223386 8.6834196 11.9995599 9.3464796 8.1792747 9.4631391 7.5163099 3.4383062 11.0357392 8.0991616 9.2570670 12.9570697 2.2683745 10.5483797 10.0120947 5.6946462 8.2907501 -0.3165281 9.9636105 -1.3165281 9.4223564 8.6007919 11.3779953 12.4938910 11.5261630 11.3613596 10.8889076 0.6833821 0.6833821 7.0757369 10.1216919 7.8023606 4.3558479 10.8797145 11.3819074 10.4528445 12.0136364 10.7305437 9.8451816 9.6332465 10.7283467 7.1346306 9.8451816 11.1517893 5.3127777 NA 4.3558479 8.7092513 9.6657005 10.6022830 7.6200578 10.4420594 5.2225805 TCGA-CR-6478 66 1 183 NA head and neck NA NA NA NA female 2010 NA yes head and neck squamous cell carcinoma NA 1969 NA white not hispanic or latino 2 1 NA NA 2 3 2 2 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.259715e-06 1.837924e-06 10.7571219 NA 10.7139991 1.7471725 6.0950889 11.0746166 1.0951143 7.1580987 8.5427630 16.1363696 6.7715502 7.9899071 10.3688849 -0.7121731 9.7820901 9.8904333 4.8726958 3.9881757 3.0950974 9.5812060 1.4576468 NA 8.3897101 6.8613810 11.6805884 -0.7121731 9.9481761 10.6770968 10.4607869 10.8542641 NA -1.7121731 3.3321350 9.0914055 NA 3.9881757 13.0823533 5.9097851 9.7409844 11.0440823 9.3538237 8.0756369 11.0245591 0.8727106 NA 12.7284089 13.2701487 8.9024442 1.4576468 11.6943380 5.2850285 11.6285581 7.2125470 6.7139996 NA NA -0.1273682 -0.7121731 0.2877087 15.4439454 16.2333694 9.4670214 13.7262014 NA 5.2650130 11.2036138 NA 3.3751924 9.1886012 10.6096624 2.7471725 18.5767502 13.1179030 -0.1273682 2.2877382 1.7471725 12.0528133 8.5189556 7.4874068 11.5317934 10.1468809 15.4865151 9.5949351 6.0426225 6.4775591 10.9625887 10.9985409 7.3511292 11.3793797 10.8432821 11.1602169 11.5212043 NA 8.5093213 11.8587759 7.7512588 NA 1.0951143 5.2535204 6.4526416 9.1757165 10.0841796 3.3751924 2.9881757 NA 7.7097993 NA 11.2028668 6.1519197 12.5553989 9.6157192 10.8394426 7.4874068 13.2191645 7.1976276 7.9369906 11.2562212 7.6735967 9.5644405 10.3855558 9.0958941 11.4074861 11.5599268 3.5731321 10.7920568 6.5356626 8.6854090 12.3735388 8.2214252 11.5161022 8.7885764 -1.7121731 9.4021274 2.0950805 2.97850000 -0.01381500 0.19603000 0.40237000 -0.21169000 1.00190000 0.17528000 0.65406000 0.17302000 0.17302000 0.73549000 3.24080000 1.34430000 -0.02356600 -0.04428000 -0.20933000 2.74500000 -0.01023200 2.42380000 -0.17639000 -0.17639000 -0.15643000 0.10570000 0.98452000 -0.02999400 -0.07387700 -0.24338000 0.51525000 0.03002900 0.19390000 -0.22355000 -0.31155000 -0.02698800 -0.02698800 -0.03844400 -0.23974000 -0.22305000 -0.22305000 -0.22305000 0.09768800 0.02623300 0.00944910 -0.02944800 -0.45351000 -0.01023200 0.04230700 -0.22478000 0.65885000 -0.23459000 -0.76937000 -0.69694000 -0.02356600 -0.06719000 -0.49047000 -0.00885260 -0.20933000 -0.23410000 -0.04143100 -0.24131000 -0.17639000 0.00000000 0.00000000 -0.15643000 0.17709000 0.17709000 0.10570000 0.10570000 0.00097064 0.00097064 -0.07387700 -0.05994200 0.43834000 -0.08067400 -0.08067400 0.03002900 0.000 0.000 -0.209 -0.209 0.000 0.000 -0.176 0.000 -0.156 0.177 0.177 0.106 0.106 0.000 0.000 0.000 0.000 0.213 0.213 -0.211 0.000 0.438 0.000 0.000 0.000 -0.010 0.205 0.000 0.000 0.000 0.000 0.000 0.000 0.188 0.188 0.173 0.173 0.000 0.000 0.000 0.000 0.000 0.000 -0.209 -0.209 0.000 0.000 -0.176 0.000 -0.156 0.177 0.177 0.106 0.106 0.000 0.000 0.000 0.000 0.213 0.213 -0.211 0.000 0.438 0.000 0.000 0.000 -0.010 0.205 0.000 0.000 0.000 0.000 0.000 0.000 0.188 0.188 0.173 0.173 0.000 0.000 0.000 0.000 11.1375304 0.6096604 9.6532476 9.7984985 12.6401917 12.9014053 9.6752133 10.7481902 9.7573762 10.3507924 10.8399231 11.4815677 10.9107013 11.0298333 9.8268932 12.2360104 4.7108064 11.3793797 10.9211838 11.1602169 11.1101060 11.8528365 10.3658852 12.7534169 12.8047271 8.4450815 -1.7121731 1.6096604 8.9768588 10.4272857 10.8348699 12.2061318 11.1519205 -0.1273682 11.8024484 10.9987560 14.2557693 9.4676435 7.8820591 8.4387511 8.7202764 11.2397476 9.1131147 8.4463439 9.5898021 8.9052020 3.0950974 11.2105046 8.6051469 10.7016267 12.7284089 2.5356549 10.0654007 9.4670214 5.3430169 9.4438176 -0.7121731 10.1798976 0.8727106 9.2251081 9.6616871 11.1602169 11.5212043 11.2309818 11.8587759 11.2495458 0.2877087 0.6096604 7.7588202 10.5991989 8.9143561 4.4374808 11.2028668 11.7278249 10.8394426 12.1507591 10.8545020 9.9803498 10.5050863 10.3855558 6.7553403 9.9495125 10.0600490 6.4576600 0.2877087 3.6800542 9.6557988 9.6441863 9.7825899 8.3949514 10.0148040 4.8726958 TCGA-CR-6480 53 0 NA 362 head and neck NA NA NA NA male 2010 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.086326e-06 1.352435e-06 9.0498845 -0.6003367 10.6067446 NA 2.6476599 10.3348953 10.2720204 5.9619728 8.0015011 13.5599956 7.5418369 8.8530010 8.7758555 NA 9.3096232 9.1285012 5.4977624 3.9846896 12.3126196 8.9762147 2.4872033 NA 0.9846987 7.6641728 11.7941929 NA 9.6880196 10.9367059 11.1782181 11.1519018 NA 2.2686140 2.8591546 9.5748431 -0.0153742 NA 13.2512353 4.2577122 8.9123523 11.9517989 6.3066213 4.3997317 13.7721872 3.6851328 NA 11.7594798 13.8503294 8.8175826 1.5696369 12.6106298 7.5970946 12.0186892 5.2452218 5.3066195 0.7216789 NA NA 4.6851328 0.7216789 15.6351367 15.7411499 9.8900797 13.3616321 NA 5.4765469 9.3393096 3.6851328 1.5696369 9.9903173 11.7476284 -0.0153742 18.1944237 10.4671646 NA -0.6003367 1.5696369 11.9167844 7.1105366 2.7920432 11.9339723 9.9700603 14.9409630 9.1233912 1.3997180 3.8591645 10.5283690 9.5771497 7.1411967 13.3489989 9.2349913 11.8050047 13.0937072 -1.6003367 8.5469353 11.9711274 2.2070807 -0.6003367 NA 3.4871905 7.9714826 9.9208399 10.1044985 2.3997180 5.2199081 -1.6003367 6.3304670 -1.6003367 8.0199498 1.8591745 13.1294041 9.9154054 11.6767270 2.2070807 12.8101816 5.9075252 9.7434712 10.9345195 9.9124707 9.2538194 9.6712107 9.7649591 8.0774497 9.5734075 1.8591745 11.6405216 7.7418047 7.2389339 12.1106443 7.4898423 10.1724571 8.8945859 -1.6003367 10.8822862 0.9846987 7.0826e-03 7.0826e-03 1.1433e+00 -4.4312e-03 -1.1749e-02 -1.1749e-02 -2.7671e-02 -2.7671e-02 -1.1087e-03 -1.1087e-03 -1.1087e-03 1.0842e-02 1.0842e-02 -7.9409e-03 1.2655e-02 6.9435e-03 6.9435e-03 1.2481e-03 0.0000e+00 -3.0659e-02 -3.0659e-02 2.5390e-02 7.9175e-03 1.7684e-02 1.4051e-02 3.3299e-03 3.0310e-02 3.0310e-02 -2.5161e-02 1.0520e-02 1.0520e-02 1.0520e-02 7.0826e-03 7.0826e-03 7.0826e-03 1.2237e-02 -6.8854e-01 -6.9694e-01 -6.9694e-01 6.6653e-03 -1.1695e-02 -1.1695e-02 -1.1695e-02 -4.4312e-03 -4.4312e-03 -4.4312e-03 6.3080e-01 -2.7671e-02 -2.7671e-02 -1.1087e-03 -7.9409e-03 1.2655e-02 1.6286e-02 -2.7724e-04 -6.7113e-01 6.9435e-03 -6.5426e-01 0.0000e+00 -1.3677e-02 -1.3677e-02 4.5839e-03 -6.9523e-01 -6.3859e-01 1.7264e-02 1.7264e-02 -1.1087e-03 1.6845e-02 -6.6012e-01 -6.7453e-01 3.3299e-03 -8.2917e-03 9.8669e-03 -8.7785e-05 -8.7785e-05 -2.0276e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.680 1.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.680 1.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.2518696 -1.6003367 10.3309849 6.7216584 9.0579416 11.2619608 13.6401117 13.0449946 7.5134726 9.8301827 10.9694885 10.2573225 8.8133583 10.9230472 12.5055569 12.7155167 4.8486330 13.3489989 9.5186713 11.8050047 11.0862308 10.4567066 10.9218213 11.7841848 12.1712197 11.8313584 NA 0.7216789 9.7490114 10.7097749 11.1116123 10.9376766 11.6372390 3.6851328 12.1403543 9.9653084 14.1061448 7.5895545 7.5134726 8.4165387 9.6297508 11.8983302 10.0958936 8.6055236 10.4478765 8.0879804 12.3126196 10.8596741 10.0888546 9.3791554 11.7594798 3.5290088 9.5309441 9.8900797 5.3770092 7.6711936 1.8591745 8.3898344 NA 9.4637994 9.3081228 11.8050047 13.0937072 10.8680997 11.9711274 11.5889371 1.5696369 NA 8.7661399 10.3579204 7.9638798 2.7216570 8.0199498 11.4863641 11.6767270 11.1695681 10.5652654 9.8322721 8.5658934 9.6712107 6.8550578 10.4252159 9.8754637 -0.0153742 NA 12.2958734 9.6425888 10.4186259 9.5167239 8.9005722 9.9203490 6.8217944 TCGA-CR-6481 47 0 NA 311 head and neck NA NA NA NA male 2010 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 1.47034e-05 4.438761e-06 10.74500323 NA 10.69281616 NA 3.96247499 10.63898374 8.73624023 8.67885926 8.83803971 16.22000349 7.07795541 7.97841989 7.98632503 NA 9.48394775 9.16759251 5.48185109 6.76064411 10.46568547 9.24046293 2.93005604 -1.52948916 6.32237346 5.50404829 12.09827292 NA 10.36884854 10.62290986 11.30252601 10.88107640 -0.52928094 -1.52948916 4.17106268 9.11369659 NA NA 14.42584357 5.78350904 8.95946937 11.89295269 8.93210459 7.15361992 11.24664679 -0.52928094 NA 13.17030593 13.50030051 8.85432922 7.83475988 12.29070425 3.63372181 12.36676821 6.48743329 7.82377165 NA 0.47061495 NA 0.05561216 0.47061495 15.08023667 15.77823581 9.08992790 13.45611124 -1.52948916 7.67519633 9.99222545 -0.52928094 2.71854795 8.25362344 11.44987157 4.16800815 18.63378454 14.02263364 4.02521488 3.42482805 4.51501854 12.01026857 9.97246219 4.93005604 11.57051687 9.97594037 15.61897253 9.23549660 4.19854916 3.99419049 10.81824639 10.32938320 8.39246598 12.62338522 10.39469526 12.39432394 12.30706997 0.79252222 8.65053409 11.64695407 6.14305050 NA NA 8.47905348 7.16759276 9.58045569 10.56602206 4.64055152 2.05557745 NA 9.58891735 NA 10.96548064 2.17107870 13.29762034 9.96789816 10.67794448 4.14305050 13.74489399 3.99419049 8.99907914 10.93031282 9.78690653 9.79986085 10.55841937 8.66907001 10.45646695 11.32393458 -1.52948916 11.00881397 7.39246598 8.71855240 12.07262791 7.88636663 11.39636492 8.74791234 -1.52948916 10.87656422 3.05559480 -0.00206300 -0.00206300 0.31853000 0.00154090 -0.00081625 -0.00081625 -0.00297550 -0.00297550 0.00376190 0.00376190 0.00376190 0.02105800 0.02105800 0.02105800 0.02105800 -0.26971000 -0.26971000 0.00390080 0.00390080 -0.26647000 -0.26647000 0.01588200 0.01616100 0.00431750 0.00431750 -0.02231700 0.00584630 0.00584630 -0.03135800 0.00598540 -0.29342000 0.00056996 -0.00206300 -0.00206300 -0.00206300 -0.00289380 -0.00289380 -0.00289380 -0.00289380 -0.03390100 -0.00510740 -0.00510740 -0.00510740 0.00154090 0.00154090 0.00292870 -0.00081625 -0.00297550 -0.00297550 0.00376190 0.02105800 0.02105800 -0.01503800 -0.01503800 -0.00400090 -0.26971000 -0.26971000 0.00390080 -0.26647000 -0.26647000 0.00320640 0.00000000 0.00742030 -0.28464000 -0.28464000 0.01616100 -0.30978000 0.00431750 0.00431750 -0.02231700 -0.02231700 0.01616100 -0.02409800 -0.02409800 -0.03135800 0.000 0.000 -0.270 -0.270 0.000 0.000 -0.266 0.000 0.000 0.119 -0.166 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.270 -0.270 0.000 0.000 -0.266 0.000 0.000 0.119 -0.166 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.9833655 -1.5294892 10.2630168 7.5501096 10.8674974 11.6120920 12.4195398 12.0910740 9.4811532 11.2298891 10.7840750 11.2688943 9.5197929 11.0328675 11.1887298 11.0414295 3.9326754 12.6233852 9.3608894 12.3943239 11.0054142 10.8882139 10.5544367 12.8355134 12.6436775 10.0853349 -0.5292809 2.0555775 9.4057901 10.3730002 10.9397581 12.0437988 12.0580510 2.4706150 12.1113219 11.0721637 14.9775978 9.1840115 9.7721212 8.4102041 9.8472931 12.3030206 9.7169381 8.5712873 9.3440691 9.1562500 10.4656855 11.2650409 9.5863191 11.5717800 13.1703059 3.4706280 9.7635218 9.0899279 5.2519841 10.6295502 2.3775125 9.8221165 0.7925222 9.5627215 9.6946267 12.3943239 12.3070700 10.9637299 11.6469541 11.1987582 1.2779847 -1.5294892 8.9564241 10.8632108 10.8057362 4.6203694 10.9654806 11.5387315 10.6779445 12.5765335 10.5843672 10.3972917 10.1492252 10.5584194 7.2971740 9.9922254 10.4475471 8.5856686 3.2779847 10.6985418 10.2435045 9.7096268 9.7542923 7.1641125 10.0640161 5.0252149 TCGA-CR-6482 62 0 NA 345 head and neck NA NA NA NA male 2010 NA NA head and neck squamous cell carcinoma 31 1969 NA black or african american not hispanic or latino 3 5 NA NA 2 4 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.352435e-06 5.895229e-07 10.5940321 NA 11.0649566 -0.2921219 8.0321350 10.8168056 6.6027716 8.3115808 8.9137478 16.3560312 7.3004111 7.3518103 7.6880943 4.9558800 9.0037234 9.1109666 5.1306920 8.2038095 10.2422574 9.3979525 5.6504688 NA 6.7632376 11.4521577 11.7056633 1.0299122 10.3120443 10.8066446 10.9259122 10.8349815 0.7079665 0.7079665 5.1508968 9.2299279 -1.2919452 NA 12.4867503 7.3768391 9.0355071 12.1649505 8.9653425 7.1130962 10.1596808 8.7887722 2.4083858 13.1447311 11.7542259 9.0105936 5.9840789 11.1547793 5.8465836 11.2461434 6.5088549 9.0366294 NA NA 0.7079665 0.2928995 1.2928995 15.9913045 16.2657231 9.0433448 13.3082159 3.1002713 7.4728265 9.6563217 7.7219748 6.5534450 9.0655066 11.0312908 3.4628376 15.5922443 13.2004962 NA 3.3518120 4.7079554 12.1571032 9.9367732 5.4083926 11.6832866 10.2117803 15.6230403 9.6320248 5.5659353 7.7794167 10.4243453 10.3004116 8.5039942 11.6296485 9.6701276 12.0734568 12.0595839 2.7954137 8.8410966 11.7107695 4.2625459 1.2928995 0.2928995 8.1591655 7.3409494 9.4161762 10.6784199 5.2157485 3.4628376 7.6118363 6.5217355 NA 10.8314293 2.7079444 12.4091527 9.3652908 11.3986073 6.8320761 13.0247310 5.2929179 7.7550785 10.9283329 10.5364877 9.0819071 11.4957734 8.4290535 11.2567764 11.3990437 1.7079665 11.5147055 7.6148453 10.9183215 11.9872749 8.2315164 11.6646937 10.6016352 1.0299122 9.0231040 3.5153088 0.00000000 0.00986690 0.01136900 -0.00429290 0.00374650 0.00374650 -0.00415460 -0.00415460 0.35475000 0.35475000 1.98400000 -0.00761010 -0.00761010 -0.00761010 -0.00761010 -0.01477800 -0.04124300 -0.00346480 -0.00080777 0.00458000 -0.00123360 -0.01188700 -0.01876500 0.34844000 0.34844000 -0.02726100 -0.01037000 -0.01037000 0.05106500 0.34275000 0.34275000 0.34112000 0.00000000 0.00000000 0.00986690 -0.36136000 -0.36136000 -0.36136000 -0.36136000 0.00708260 0.00708260 0.00708260 0.00708260 -0.00429290 -0.00429290 -0.00429290 0.00098380 -0.00415460 -0.00415460 0.35098000 -0.00761010 -0.00761010 -0.00981590 -0.00981590 0.00221120 -0.48764000 -0.38269000 -0.03395000 0.00458000 0.00458000 -0.00097017 -0.01234300 -0.01188700 -0.01381500 -0.01381500 -0.01876500 -0.01876500 0.35778000 0.35778000 -0.02726100 -0.02726100 -0.00926660 0.05580000 0.05580000 0.05580000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.348 0.348 0.000 0.000 0.343 0.343 0.000 0.000 0.000 0.324 0.000 0.000 -0.361 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.348 0.348 0.000 0.000 0.343 0.343 0.000 0.000 0.000 0.324 0.000 0.000 -0.361 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.000 0.000 10.9039418 NA 10.1892595 6.3518103 9.1745407 11.0846117 10.7957488 11.7824305 9.6431195 10.9729834 10.8624562 10.7787463 9.2721039 11.0657402 9.6672320 11.7600131 5.8793823 11.6296485 10.7874393 12.0734568 11.1583925 11.2668535 10.8340136 13.0693925 12.6542211 9.4527884 0.7079665 2.6148512 9.5573595 10.9373742 10.807631 11.677521 11.548536 1.877862 12.113894 11.358558 14.840675 8.503994 10.919234 9.079731 9.882256 12.044322 9.504538 8.523338 9.744128 9.024236 10.242257 10.493816 8.796743 11.522937 13.144731 4.590596 10.016294 9.043345 5.673740 10.007735 8.294794 10.787439 1.029912 9.686665 10.254849 12.073457 12.059584 11.357660 11.710770 11.567295 3.167390 NA 9.906191 10.787106 10.319440 4.917408 10.831429 11.663241 11.398607 12.683802 10.529330 9.833368 10.231026 11.495773 8.076461 10.085165 10.841418 8.266375 1.662160 8.415314 10.109645 10.999989 10.073730 8.598219 10.713930 5.408393 TCGA-CR-6484 67 0 NA 354 head and neck stage iva t4a n2 m0 female 2010 NA yes head and neck squamous cell carcinoma NA NA 5 asian not hispanic or latino 1 6 NA NA 3 3 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 8.357355e-06 2.878259e-06 9.8474315 NA 10.5532980 3.6310344 4.9529625 10.5223819 9.0196644 7.2666207 8.5785648 16.7221487 7.2872017 9.0035862 8.3782662 NA 9.6738641 8.4711358 5.0683742 5.9835477 9.0343486 7.8404853 1.6310111 -1.1762506 12.0176645 5.3155300 11.5340532 NA 10.5984643 10.5009564 10.4170683 10.8031025 -1.1762506 1.1456122 3.3472404 9.3944059 NA 0.4086032 11.9970421 5.9111403 8.7169789 11.7408628 9.4872353 8.3878269 12.3461362 6.1456061 -1.1762506 12.5958887 14.0271782 8.2603889 1.8236678 12.6252846 6.2180546 12.3568853 6.1899985 6.6438562 NA -1.1762506 NA -0.1762506 0.8236678 15.6513030 16.3394096 9.7880181 12.3686417 -1.1762506 6.0716039 10.9791280 NA 2.7305747 8.7230342 11.7838602 3.5785644 18.8922784 12.5488304 -0.1762506 3.9529579 2.1456122 11.4731580 9.0270252 6.3235232 11.7301263 10.0692300 15.5962882 9.4738313 1.1456122 4.1090763 10.2019721 10.3705717 6.5241170 12.1266131 9.6847640 12.0989288 12.0649156 NA 8.5241170 11.4584883 4.3472404 NA NA 4.3472404 7.2245565 9.2509900 9.9923494 3.7305639 -0.1762506 NA 8.4872355 NA 10.3642896 0.4086032 12.9745352 9.7539194 11.2940819 4.4675338 13.3845474 0.4086032 8.8991563 11.0017196 8.8095193 8.7647250 9.8156950 11.2073815 11.5680906 11.2309450 1.8236678 9.0306914 6.8843732 7.3115176 11.0521953 8.8208567 11.8446572 9.0122661 -1.1762506 11.1984450 2.2831217 0.1222400 -0.1756300 0.2793100 0.0425150 0.0255310 0.0255310 0.2471600 0.0401260 -0.1190000 0.3530000 0.3530000 -0.2000000 -0.2046300 -0.0546430 0.0589370 2.9355000 -0.1724600 -0.2107200 0.0468420 0.1819200 0.1819200 0.3525100 -0.2058500 -0.1261600 -0.1261600 -0.2159000 0.2665500 0.2665500 -0.0154660 -0.1797800 -0.0250720 -0.0250720 -0.4987100 -0.6462100 -0.1756300 -0.1892300 -0.1892300 -0.1892300 -0.1892300 0.0679480 -0.4182700 -0.4182700 -0.4182700 0.1277100 0.1277100 0.1212300 0.0255310 0.0401260 0.0401260 -0.7119400 -0.0546430 -0.0546430 -0.3145900 -0.1883600 -0.1883600 -0.1978700 -0.1724600 0.0468420 0.1393900 0.2033800 -0.1670100 0.0482620 -0.0499650 -0.2042300 -0.2042300 -0.2058500 -0.2058500 -0.1261600 -0.2016700 -0.2159000 0.0695040 -0.1958700 0.0000000 -0.0037395 -0.0154660 -0.188 -0.188 0.182 0.009 -0.179 0.000 0.182 0.000 0.353 0.000 -0.204 -0.206 -0.206 -0.126 -0.126 0.000 0.000 0.000 0.000 0.267 0.267 -0.196 0.000 0.000 -0.176 0.090 0.279 0.000 -0.418 0.121 0.121 0.000 0.000 0.193 0.000 -0.119 0.234 0.000 0.000 0.000 0.000 -0.188 -0.188 0.182 0.009 -0.179 0.000 0.182 0.000 0.353 0.000 -0.204 -0.206 -0.206 -0.126 -0.126 0.000 0.000 0.000 0.000 0.267 0.267 -0.196 0.000 0.000 -0.176 0.090 0.279 0.000 -0.418 0.121 0.121 0.000 0.000 0.193 0.000 -0.119 0.234 0.000 0.000 0.000 0.000 11.3587095 NA 9.3087317 8.2583055 11.5342684 12.4944231 14.2585660 11.1174362 10.3940073 10.4983109 10.0650645 12.0756034 9.5918615 10.4374667 11.3887793 11.0939725 4.7736799 12.1266131 9.2551747 12.0989288 10.9487678 10.4706858 10.7173579 12.1011303 12.4724842 7.1899995 0.4086032 4.2159969 9.2973829 10.2923013 11.4525784 11.5114903 10.8731855 1.8236678 11.5245504 10.3034575 14.6598497 8.8911117 8.0596916 8.8009572 9.0035862 12.1732349 9.1580959 7.7952208 10.1200200 8.5464847 9.0343486 11.3351828 9.7625217 10.6660276 12.5958887 2.9936019 10.5968165 9.7880181 5.2499421 9.2551747 -1.1762506 9.8243815 0.8236678 9.5668287 8.6613053 12.0989288 12.0649156 10.5541473 11.4584883 11.2090004 -1.1762506 -1.1762506 8.5649249 10.5566926 10.0851846 3.5241138 10.3642896 11.6160609 11.2940819 11.4363154 10.5193405 10.8300033 10.0110293 9.8156950 7.2457419 10.3992165 10.8155533 5.0135025 0.4086032 9.6668132 9.9006732 9.7581053 9.8446571 7.5379227 9.7177371 4.8897656 TCGA-CR-6487 50 0 NA 234 head and neck stage i t1 n0 m0 male 2010 NA no head and neck squamous cell carcinoma 11 1984 NA white not hispanic or latino 2 5 NA NA 2 4 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 3.987949e-06 1.040335e-06 10.2463999 NA 10.7314086 0.4936473 3.9854549 10.4640666 5.2078460 8.6846603 8.7939537 16.4941349 7.6858939 6.9934468 9.1607127 1.8155344 9.6060407 10.2240713 5.7509896 6.5650640 11.7587767 9.7444918 3.0785586 NA 8.2484888 5.5488835 11.5985275 NA 10.2371734 10.7565768 10.2953095 10.5876789 -1.5063527 NA 3.5379918 9.3113844 NA NA 13.4527428 8.2484888 9.1895602 11.4355658 9.0395310 6.9733817 10.7453795 2.0785757 NA 11.7475964 12.4206383 8.7592161 6.7556955 9.6433483 2.1940555 11.3161720 7.4907803 7.8489521 NA NA NA 1.0785415 NA 16.4041440 17.1184154 9.6267434 13.0888004 NA 5.7509896 10.4342818 2.0785757 3.0171558 9.4361156 12.0181429 4.3264942 18.3064397 13.3926276 NA 2.8155344 3.4478040 11.4748116 9.3288620 5.6021243 11.6633712 9.9571256 15.0475004 9.6177226 3.7415317 2.7415317 10.4053676 10.2202451 8.7801588 12.9344548 10.3955994 13.2597159 12.0445884 -1.5063527 8.7403417 10.7836200 6.9733817 NA NA 7.8378972 7.5076218 10.6183687 11.3550759 3.7415317 1.8155344 -1.5063527 8.3437880 NA 10.7021404 2.3009437 11.8008020 9.4317399 9.6458861 5.0013969 12.9945053 7.4390446 8.3685824 10.7641885 8.4004918 9.7973819 10.5751778 6.8987429 11.1944743 10.8044979 -0.5063527 12.5549724 6.6073436 8.9334322 11.3986120 8.2501577 11.5057019 9.3585611 -1.5063527 9.8544483 2.5810620 0.00000000 0.00000000 2.61910000 0.00777830 0.23040000 0.23040000 -0.00193990 -0.00193990 0.17890000 0.17890000 0.74708000 0.65112000 0.65112000 -0.00097017 -0.01752900 0.00444110 -0.34435000 0.33205000 0.00046091 -0.33664000 -0.33664000 -0.00443120 -0.02370300 0.03721700 0.03721700 0.25137000 -0.01436600 -0.01436600 0.40427000 0.02787100 0.02787100 0.00127730 0.00000000 0.00000000 -0.00027724 -0.34653000 -0.34561000 -0.34561000 -0.34561000 -0.33894000 -0.32773000 -0.32773000 -0.33295000 0.00777830 0.00777830 0.00777830 0.23040000 -0.00193990 -0.00193990 0.17890000 0.65112000 -0.00097017 -0.00678130 -0.00678130 -0.00678130 0.00444110 -0.34435000 0.00046091 -0.33664000 -0.33664000 0.00430210 0.00430210 -0.00443120 -0.00567570 -0.00567570 -0.02370300 -0.02370300 0.03721700 0.03721700 0.25137000 0.25137000 0.00000000 -0.21206000 -0.21206000 -0.21206000 0.000 0.000 0.000 -0.344 0.332 0.000 -0.337 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.251 0.251 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.273 2.619 -0.339 -0.339 0.000 0.000 0.221 0.000 0.000 0.000 0.179 0.179 0.651 0.000 -0.212 -0.212 0.000 0.000 0.000 -0.344 0.332 0.000 -0.337 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.251 0.251 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.273 2.619 -0.339 -0.339 0.000 0.000 0.221 0.000 0.000 0.000 0.179 0.179 0.651 0.000 -0.212 -0.212 11.1379081 -1.5063527 10.4440149 9.0729172 10.5417474 11.2386284 12.5341478 10.7394509 8.9723707 11.0201004 11.2461909 10.1129042 10.2819117 11.5712514 11.1229578 11.2382248 4.6276185 12.9344548 11.1041647 13.2597159 11.2497405 10.9951896 11.6770877 14.6469121 12.7954546 12.1774730 -0.5063527 5.0171647 9.4672984 10.5397020 10.6828080 11.7982377 11.5580071 2.4935961 11.9399091 11.3595277 14.2938937 10.1424081 10.4102271 9.4999272 8.5393609 13.1533184 10.1425339 8.9417176 10.0639171 10.4221195 11.7587767 10.8256377 10.1646999 11.0402545 11.7475964 2.9530417 9.8081844 9.6267434 4.8859208 10.2112776 -0.5063527 9.3375222 0.4936473 9.3585611 9.7373702 13.2597159 12.0445884 11.5694145 10.7836200 11.7633123 NA 0.4936473 9.2392250 10.8228369 10.6128666 4.1660245 10.7021404 11.1688967 9.6458861 12.3958820 10.7580438 10.4890150 10.0176530 10.5751778 7.2782357 11.0665382 10.3398750 6.8555450 1.9530417 7.8155293 10.8333482 10.8259175 9.9130346 8.7592161 10.2321157 5.4593857 TCGA-CR-6488 68 0 NA 379 head and neck stage ii t2 n0 NA female 2010 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 1 NA NA 1 1 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179046e-06 3.467782e-07 9.7366652 -1.4735305 10.2183462 2.6965280 5.6864753 10.3279069 5.6034186 7.1919386 9.4069516 15.7618597 7.3403842 8.4484438 7.2442792 NA 9.2270424 7.4661817 5.2814905 6.2947861 3.4334936 7.6140656 0.8485578 -0.4733302 8.9880822 10.4735090 11.3969674 6.0023357 10.7124073 10.5024506 10.5527803 10.3071425 -0.4733302 NA 4.1990284 9.1710089 NA NA 14.0431953 8.7578240 9.4141584 11.4441612 8.8775418 7.2339619 11.2393446 3.8120053 -1.4735305 13.2343932 12.3168494 9.0472213 -1.4735305 11.1456764 7.3509887 12.2182372 7.8326641 7.5095961 3.0501708 NA 1.1115655 0.1115655 NA 14.5928597 15.0631612 9.9860343 12.9725875 NA 5.4691175 12.3628504 1.8485178 3.6558899 10.1162539 11.0381083 -0.4733302 18.1455921 12.1643597 NA 3.3339532 2.6965280 12.8796117 10.8811276 5.1265145 11.3954465 9.5510499 15.7518666 9.2714366 5.8929253 4.8303821 11.5147548 10.1536806 6.4866050 11.7623043 7.5209565 11.1488833 12.2849300 0.5265697 8.5181244 11.1251205 6.1040326 NA -1.4735305 5.1115655 6.7792676 9.7421358 10.4521571 0.1115655 3.8841583 3.9189205 5.6140649 NA 11.2378395 2.8485378 12.4837047 9.8877624 11.1394712 5.7262754 13.1652083 6.3594931 8.4229352 11.0003084 10.4517862 9.5117331 10.0772148 7.3145053 11.6090844 11.6069206 1.3339389 9.7614201 7.2814905 9.3954253 13.0414400 8.0224577 12.6459491 9.0734971 2.3339675 10.2997419 1.8485178 0.0642250 0.0642250 0.4433300 0.5122800 -0.0361290 -0.0361290 0.0000000 0.0000000 -0.1972500 0.3141800 0.3141800 -0.2726000 -0.2726000 2.3002000 -0.0215100 1.5846000 1.0823000 0.7027000 -0.0187650 1.4907000 0.3156200 -0.0784110 0.3138600 0.0270760 0.0270760 0.1595000 0.1520300 0.1520300 -0.0894340 0.0269350 0.0269350 0.0269350 0.0642250 0.0642250 -0.0083112 -0.2301800 -0.2301800 -0.2301800 -0.2301800 -0.1916500 -0.1916500 -0.1916500 -0.2587400 -0.2591400 -0.2591400 -0.2591400 -0.1515700 0.0000000 0.0000000 -0.1972500 -0.7573700 -0.0215100 0.7964600 0.7964600 0.0065164 -0.0407520 -0.2611900 -0.0187650 -0.5139300 0.2378500 0.6516700 0.6308400 -0.0784110 0.2299300 0.2231400 -0.2256400 -0.0389860 -0.2672100 -0.2672100 0.1595000 -0.1132500 -0.1692300 0.3440400 0.3440400 -0.0894340 0.790 0.000 0.000 0.000 0.703 0.000 0.316 0.631 0.000 0.000 0.000 0.110 0.000 0.000 0.000 0.175 0.175 0.000 0.000 0.152 0.152 0.000 -0.127 0.000 0.000 0.256 0.486 -0.167 -0.167 0.249 -0.259 -0.115 0.000 0.000 0.000 -0.197 0.314 -0.236 0.000 0.344 0.000 0.790 0.000 0.000 0.000 0.703 0.000 0.316 0.631 0.000 0.000 0.000 0.110 0.000 0.000 0.000 0.175 0.175 0.000 0.000 0.152 0.152 0.000 -0.127 0.000 0.000 0.256 0.486 -0.167 -0.167 0.249 -0.259 -0.115 0.000 0.000 0.000 -0.197 0.314 -0.236 0.000 0.344 0.000 11.129533 -1.473530 10.226058 6.340384 11.647650 11.178087 12.248343 11.946300 9.807953 10.305912 10.488414 12.277100 8.204322 11.767990 10.162321 10.198586 5.032969 11.762304 9.457340 11.148883 10.403120 10.669986 10.876989 12.456613 12.238552 6.965394 -1.473530 2.526595 9.564836 9.751810 10.809691 12.420189 10.095509 1.848518 11.468567 10.427847 14.558625 10.465080 7.442482 8.662312 8.992169 11.900827 7.888349 8.170459 9.227909 8.816621 3.433494 11.825668 8.004361 6.853033 13.234393 3.227048 10.679521 9.986034 5.469118 6.537830 2.774524 10.104503 1.526620 8.681421 9.182133 11.148883 12.284930 11.334964 11.125121 11.269123 5.592693 3.526607 8.180988 11.814027 5.793389 5.624636 11.237839 11.523606 11.139471 11.627758 9.922137 9.745771 10.070118 10.077215 7.181239 10.457710 10.556925 2.614074 -1.473530 6.073497 9.479220 9.954439 10.565864 7.251117 11.056033 5.560027 TCGA-CR-6491 60 0 NA 693 head and neck stage iva t4a n2b m0 male 2010 NA yes head and neck squamous cell carcinoma 67.5 1966 2 black or african american not hispanic or latino 1 7 NA NA 3 3 2 3 4 2 0 1 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.987949e-06 1.872602e-06 8.67286233 -1.03978487 9.86195629 0.54527650 2.76769717 10.31513552 2.28226187 4.63276260 9.18674740 15.79355883 7.20350952 8.01018400 7.92900210 -1.03978487 8.92467595 8.42794091 5.13025960 3.91453582 5.24573903 7.68825591 -1.03978487 NA 6.50723013 9.92395376 11.68846827 4.16978874 10.62522683 10.74660476 10.67886806 10.42539132 NA NA 3.48389315 7.91880064 NA NA 14.54250656 3.91453582 9.30906338 11.79678008 7.28676474 4.13026372 12.90641901 -0.03963657 NA 14.15235823 13.18501521 9.56024799 -1.03978487 12.32856877 10.06844792 12.46490592 6.30018597 5.63275970 -1.03978487 -1.03978487 NA 1.28226187 2.54530122 15.41292810 15.65903957 11.19993369 13.43916798 1.54527650 4.79322483 10.97295969 NA 0.54527650 9.14768727 11.39183279 2.10601324 20.06362170 9.88143230 NA 0.96036343 -0.03963657 11.83166292 6.83685198 5.20826363 11.69696753 10.48781220 15.91228006 9.57412460 5.43606854 2.28226187 10.77090683 9.81052199 5.18915246 12.66115631 7.83377940 11.87845304 12.13041670 NA 8.31788695 11.55465979 7.29572578 NA -1.03978487 4.81831374 6.97714366 9.36760302 8.38240009 0.54527650 -0.03963657 -0.03963657 8.82452125 -0.03963657 10.66423873 0.96036343 13.05861404 9.13914944 10.80464862 1.76769717 12.76869608 1.28226187 7.83069963 11.14086600 8.61138672 9.16612843 9.57596481 10.05639142 9.13401219 10.48878933 1.54527650 10.11325381 4.71522347 6.80582511 11.93761511 8.51875582 11.65947378 9.22243002 NA 11.65120618 -1.03978487 0.0000000 0.0000000 0.3035100 0.0167540 0.0797860 0.6467700 0.0174530 0.6442100 0.0685390 0.0685390 0.7554400 -0.6766100 -0.6721100 -0.6721100 0.3082600 0.0303590 3.3013000 0.0275470 0.0275470 0.0212320 0.0212320 0.2796900 -0.0247500 0.0134020 -0.5633200 -0.0532940 0.0187120 0.0023106 -0.0385300 -0.0163810 -0.0163810 0.0061578 0.0000000 0.0000000 0.0000000 -0.6764300 -0.6764300 -0.6764300 -0.6764300 -0.3788300 0.1525300 0.1525300 0.1456800 -0.5684900 -0.5684900 0.0061578 0.0797860 0.6442100 -0.1415000 0.0685390 -0.6721100 -0.6721100 -0.0662050 -0.0662050 -0.0730760 0.0303590 -0.6901200 -0.0108070 0.0212320 0.0212320 -0.5414500 0.5922500 0.2796900 -0.0020297 -0.0020297 -0.0247500 -0.0247500 -0.6854800 -0.6854800 -0.0532940 -0.0602980 -0.3811900 -0.0385300 -0.0385300 -0.0385300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.600 0.280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.381 0.000 0.000 0.000 -0.525 0.151 -0.226 0.153 0.000 0.000 0.000 -0.626 0.000 0.000 0.000 0.000 -0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.600 0.280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.381 0.000 0.000 0.000 -0.525 0.151 -0.226 0.153 0.000 0.000 0.000 -0.626 0.000 0.000 0.000 0.000 -0.641 0.000 0.000 0.000 11.307126 NA 9.916094 4.352653 12.834356 13.258526 12.460306 12.220226 8.676297 10.348891 11.610265 12.578835 7.348353 10.836852 11.623671 10.328296 4.676504 12.661156 8.464161 11.878453 11.366540 11.307957 11.369196 13.424206 13.002080 9.798751 NA -1.039785 9.700959 10.026424 10.46763428 12.00336246 10.38134806 -0.03963657 11.70537916 10.78011510 15.04335693 9.42488095 6.00472834 8.91598511 8.90724131 11.97208658 9.07747187 7.40741819 10.49512440 8.67458070 5.24573903 11.03347256 8.28226326 7.98824102 14.15235823 -1.03978487 10.59831849 11.19993369 6.25495679 6.74823714 -1.03978487 9.07667907 0.54527650 9.35800981 8.50722974 11.87845304 12.13041670 11.16154019 11.55465979 11.46763428 4.63276260 5.71522347 7.15015955 9.64420708 6.79953937 4.35265261 10.66423873 11.60689388 10.80464862 12.66585958 10.37766030 9.19993363 8.52257761 9.57596481 7.41154658 10.25839773 10.20410415 0.54527650 NA 4.98270158 8.78027466 9.80504089 10.35586927 7.31788740 9.89328803 4.63276260 TCGA-CR-6492 78 0 NA 479 head and neck stage iii t2 n1 m0 male 2010 NA yes head and neck squamous cell carcinoma 50 1957 1 white not hispanic or latino 3 1 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 1.837924e-06 6.242008e-07 9.12460911 -0.50471417 10.41001137 2.30261151 4.70470600 10.50403130 7.89185720 6.81266508 8.71321018 16.27297015 7.25680405 8.02272955 8.08209208 NA 8.94026749 8.10443102 4.78065656 2.88756426 8.28641545 8.28478617 0.08024833 NA 5.00304898 6.19569209 11.08934381 3.66517671 10.47396292 10.37368671 10.59755631 10.94078473 0.49528583 -1.50471417 3.25014301 9.60318883 NA -1.50471417 13.39465663 5.58271556 9.36561731 11.20799446 8.81379530 5.68507674 12.65370440 1.08024833 -0.50471417 13.30104675 14.02830842 9.05558532 0.81721392 11.61678604 7.18133317 11.67469514 8.25514049 6.81266508 NA -1.50471417 0.08024833 2.88756426 1.66516534 15.81170172 16.42952296 10.88998316 12.76598583 -1.50471417 3.44944252 11.15680797 NA 2.81717298 9.02955531 11.15167734 1.66516534 18.75077675 10.93196407 NA 2.40214913 2.81717298 11.95558042 7.79903354 6.69492475 11.23697226 10.48464700 15.26809541 9.56201436 5.01881664 4.44944912 11.01415148 10.32219812 5.16767906 12.22284968 8.32497527 11.10327627 12.05749492 NA 8.58138891 11.38399577 5.34074384 -1.50471417 1.30258227 3.44944252 6.65512424 9.62389136 10.70165639 2.19569406 6.62453522 -0.50471417 5.66517671 -1.50471417 10.79274199 3.44944252 13.07138252 9.17001867 11.06866302 3.66517671 13.28814445 4.79903548 8.29776873 11.53502838 9.21891336 9.33051336 9.96655679 11.62131161 9.10350734 10.36446070 2.58272459 10.76291707 7.31223587 8.64880443 11.76686143 8.62582316 11.56570893 8.74555097 0.81721392 11.33011853 3.08021421 -0.0685520 -0.0685520 0.2205000 0.1270900 0.0479540 0.0479540 0.0064468 0.0064468 0.0158430 0.0158430 0.0158430 0.0994090 0.0994090 0.0994090 0.0994090 0.0013631 0.0013631 -0.0031320 -0.0031320 -0.0202980 -0.0202980 -0.0023789 -0.0070811 -0.0736320 -0.0736320 -0.0029327 0.0682100 0.0682100 -0.0053817 -0.0090722 -0.0090722 -0.0041781 -0.0685520 -0.0685520 -0.0685520 -0.1343400 -0.1343400 -0.1343400 -0.1343400 0.0027572 0.0110970 0.0110970 0.1389200 0.0093244 0.0093244 0.0000000 0.0059297 0.0064468 0.0066416 0.0158430 0.0994090 0.0994090 -0.0138380 -0.0138380 -0.0138380 0.0013631 0.0013631 -0.0031320 -0.0202980 -0.0202980 -0.0068049 -0.0074500 -0.0023789 0.0367700 0.0367700 -0.0070811 -0.0070811 -0.1437900 -0.1504100 -0.0103600 -0.0029327 -0.0030711 0.0067807 0.0067807 0.0041395 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.086 0.220 0.000 0.000 0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.086 0.220 0.000 0.000 0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.3090337 NA 9.9781563 7.4867747 11.6798179 11.2858026 12.2377725 12.1558056 8.7596951 10.3489520 11.3354403 11.2133572 9.1163887 10.7225676 11.7047059 10.8126652 4.3051826 12.2228497 10.8621211 11.1032763 10.8177440 10.4289432 11.1053546 12.7187723 12.9601173 9.6745396 0.4952858 0.4952858 9.9567319 9.6328842 10.98208754 12.00279941 11.71275590 1.95468023 11.54459058 10.42117774 14.64511809 9.43336177 6.93404465 8.74318001 8.78527132 11.34758693 8.98945808 8.27661205 10.42783639 8.76671540 8.28641545 11.19590895 8.87246312 9.39536447 13.30104675 3.81718322 10.32299214 10.88998316 5.19569406 7.99708970 2.30261151 9.87841683 0.49528583 9.23671958 8.87246312 11.10327627 12.05749492 11.03222815 11.38399577 11.20218016 0.08024833 NA 7.40421512 10.07598220 8.92675023 2.40214913 10.79274199 11.59722816 11.06866302 12.07951038 10.52108422 10.33051347 9.52384929 9.96655679 7.01488862 10.62002000 9.92727234 5.76203781 1.49523465 9.56537345 9.62873514 10.08677488 9.86484991 7.14271056 10.16103259 5.78987268 TCGA-CR-6493 69 1 282 NA head and neck stage iva t3 n2b NA male 2010 NA NA head and neck squamous cell carcinoma 15 1956 2 black or african american not hispanic or latino 1 3 NA NA 3 1 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.10969e-06 2.774226e-07 7.9663393 NA 10.4489890 NA 1.7919807 10.9083123 3.9074483 3.3769293 8.4470022 15.8616699 6.5289338 7.7717905 8.0229226 NA 8.9959960 10.2381327 4.7919703 -1.3778193 11.4747680 8.5776932 NA NA 4.3499667 10.1616869 11.3802666 4.6220460 10.5704106 10.3672976 9.9557579 9.5266780 NA -1.3778193 1.2070182 8.0731101 NA NA 13.5531964 2.4294017 10.0972701 10.8204884 6.8508619 3.3224762 11.8390923 NA NA 14.2459249 12.6702748 8.3190109 NA 11.0760856 8.8608899 12.3910547 5.6554663 6.3362887 NA NA NA 1.2070182 0.6220870 15.9036740 15.6992756 11.1551297 12.5384827 NA 2.3224762 11.5509318 NA -0.3780068 7.7944711 11.0475216 -1.3778193 18.9974466 8.9132141 NA 0.6220870 NA 13.8442345 6.3085447 4.5527828 11.0096622 10.8186455 15.4740973 9.3752602 2.9439776 -0.3780068 10.2677018 9.5416515 3.3769293 11.4434606 7.8019527 11.0747994 12.0302404 -1.3778193 8.3448507 11.1058592 2.3224762 NA NA 5.5527797 6.1766319 8.4485917 8.0250554 -1.3778193 0.2070182 NA 3.0143553 -1.1268955 10.4529547 NA 12.5629075 9.8917312 11.1248752 4.6444101 12.9049870 4.0143642 7.4390272 11.2200959 8.6554663 9.1318184 9.6496591 6.9394558 9.3719127 10.8856060 0.9439588 9.6854384 3.5762440 8.6262639 10.9718775 8.2495771 12.7121558 9.2265967 NA 10.2027730 -0.3780068 0.00736090 0.00332990 -0.31158000 0.34372000 -0.17398000 -0.17398000 -0.00604250 -0.00604250 -0.78210000 0.66512000 0.69637000 0.33561000 0.34112000 0.00441310 0.01112100 0.01824300 0.74899000 0.01307400 -0.31961000 -0.01532100 0.00221930 0.01726400 -0.00225840 0.49130000 -0.73687000 -0.07627800 -0.03435900 0.32237000 0.27584000 0.00238880 0.01014600 0.01005500 0.00095154 0.00095154 -0.36056000 -0.75478000 -0.75478000 -0.75478000 -0.75478000 -0.01137900 -0.74868000 -0.74490000 0.02966500 -0.36991000 -0.36991000 -0.42102000 -0.17398000 -0.02685100 -0.03504000 0.01279500 0.34112000 0.00441310 0.00000000 0.00000000 0.00000000 0.01824300 -0.78277000 -0.31961000 -0.35670000 -0.01532100 -0.76655000 0.02539000 0.01726400 -0.02137300 -0.02137300 -0.00225840 0.02160300 -0.73687000 -0.73687000 -0.07627800 -0.06048000 -0.00899060 -0.59546000 -0.59546000 0.27584000 0.000 0.000 0.000 0.000 0.000 -0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.376 -0.737 0.000 0.000 0.000 0.000 0.000 0.322 0.000 -0.801 0.000 0.000 -0.755 -0.304 0.000 0.000 -0.026 -0.370 -0.174 0.000 0.000 0.000 0.665 0.665 0.000 0.000 -0.320 0.276 0.000 0.000 0.000 0.000 0.000 -0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.376 -0.737 0.000 0.000 0.000 0.000 0.000 0.322 0.000 -0.801 0.000 0.000 -0.755 -0.304 0.000 0.000 -0.026 -0.370 -0.174 0.000 0.000 0.000 0.665 0.665 0.000 0.000 -0.320 0.276 11.137990 NA 9.345576 7.336289 12.733261 13.402166 11.349538 11.658732 6.461247 7.602183 10.870860 11.857010 7.928105 10.793533 11.257988 9.842422 4.394987 11.443461 9.794471 11.074799 10.714470 10.207475 10.180464 13.027071 13.091049 6.510786 NA 3.666438 9.274888 9.289155 10.7991514 12.0565413 8.3951824 NA 11.6181637 11.2582148 14.4010440 8.4422224 5.3362905 8.8888300 9.0346133 10.2712995 10.1211767 8.2695017 10.4565144 9.2882674 11.4747680 11.1387283 8.3550586 6.6773264 14.2459249 -1.3778193 10.0362000 11.1551297 6.6220430 5.3362905 -1.3778193 9.7286063 NA 9.0483081 9.1766322 11.0747994 12.0302404 11.9309512 11.1058592 11.9565960 -1.3778193 -1.3778193 7.0341475 9.6609623 4.9258238 0.9439588 10.4529547 11.7603151 11.1248752 12.2053612 10.6447580 9.2284486 9.3719127 9.6496591 7.5138271 10.6657543 10.3491129 2.2070182 NA 3.9795955 8.1845149 10.0870995 9.7900886 7.2586678 10.3155303 3.7513245 TCGA-CR-7364 66 0 NA 1435 head and neck stage iii t3 n0 m0 male 2008 NA no head and neck squamous cell carcinoma 150 1958 0 white not hispanic or latino 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 1 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 5 4 0 0 0 0 0 6 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.310822e-05 4.057305e-06 8.7962262 NA 10.6270784 NA 4.2918835 10.4829952 10.5988355 6.0444444 8.5298717 14.7105599 7.7711355 7.9704442 7.7795473 -0.2317521 8.8610776 7.4049448 5.5232075 5.9482294 3.2918835 8.7555843 0.3533233 -1.2317521 5.3532845 3.4121718 11.7475669 NA 9.9476074 10.6890453 10.5574464 10.1531041 1.5756512 -1.2317521 3.3532809 9.5374557 -1.2317521 NA 12.6659767 5.2761132 10.1707995 12.0246764 8.0879926 4.5232106 12.8659410 2.6752062 -1.2317521 12.8587636 12.6593445 9.1115061 -1.2317521 12.1485108 8.8087332 11.9171146 6.5431076 6.1861737 NA -1.2317521 NA 1.0902437 0.3533233 13.0700308 13.1110159 10.0766593 13.1222252 -1.2317521 6.7795473 10.7609046 NA 2.7683114 9.5996276 10.1042689 0.3533233 18.1495337 11.4189233 NA 2.2277411 0.7683326 12.4921945 7.6479038 6.3532827 11.4069056 10.2845127 15.4530826 10.2470899 4.8127138 3.4121718 10.6582044 9.9941302 5.0721015 13.1038391 10.4665909 9.8656940 12.4495587 NA 8.4442774 10.2982388 6.2761151 NA NA 0.7683326 6.4618068 9.5356772 9.6409952 2.0902437 2.5756754 0.3533233 3.0162467 NA 11.0073221 6.7456004 13.4474155 9.7069810 10.7228802 2.7683114 13.1931427 0.7683326 8.1945850 10.8830387 10.0001414 9.3994973 10.7773546 10.1422730 8.9357385 11.3108686 2.0902437 8.5529553 10.2899208 8.3094168 12.5934779 8.8597556 11.7124833 9.0902485 NA 11.9805127 -1.2317521 0.00263570 0.00263570 0.45726000 0.00736090 0.00388540 0.00388540 3.65690000 0.00708260 3.17910000 0.02202400 0.02202400 -0.47258000 -0.47258000 -0.46078000 -0.47124000 -0.02329200 -0.02329200 0.48527000 0.00000000 -0.36940000 -0.36940000 0.21975000 -0.00774820 0.42839000 -0.02603000 -0.46918000 -0.45935000 0.36690000 -0.08549400 -0.00609040 0.00221930 0.00221930 0.00263570 0.00263570 -0.46547000 -0.46940000 -0.46940000 -0.46940000 -0.46940000 0.01419000 0.01419000 0.01419000 -0.47818000 -0.47025000 -0.46653000 -0.46653000 0.00388540 0.00708260 0.00708260 -0.44760000 -0.97800000 -0.46078000 -0.00193990 -0.00193990 -0.00193990 -0.02329200 -0.02329200 0.00000000 -0.49352000 -0.36940000 -0.00097947 0.00235810 0.21975000 -0.09379900 -0.09379900 -0.48796000 -0.00774820 -0.02603000 -0.02603000 -0.46918000 -0.03122300 0.00069327 -0.08027500 -0.08027500 -0.08549400 0.000 0.000 0.000 0.000 0.485 0.000 -0.369 0.000 0.220 0.000 0.000 -0.480 0.000 0.428 0.000 -0.469 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 0.000 0.000 -0.469 0.000 0.000 0.000 -0.467 -0.467 0.000 0.000 0.420 0.000 -0.448 0.000 -0.461 -0.461 0.000 0.000 0.000 0.000 0.000 0.000 0.485 0.000 -0.369 0.000 0.220 0.000 0.000 -0.480 0.000 0.428 0.000 -0.469 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 0.000 0.000 -0.469 0.000 0.000 0.000 -0.467 -0.467 0.000 0.000 0.420 0.000 -0.448 0.000 -0.461 -0.461 0.000 0.000 10.3181050 0.7683326 9.5775499 5.9382458 12.3606605 15.6679062 12.7639991 12.6971162 9.9880939 9.3362765 11.3031095 12.3164197 8.2133351 11.7366271 12.6122414 11.5059901 3.5114048 13.1038391 8.9065921 9.8656940 10.2039905 10.9158432 10.2154035 12.3015661 12.0460436 10.9183849 1.3532668 -0.2317521 8.8424619 13.0041850 10.104827 12.240757 11.269411 NA 12.021281 9.876191 14.768958 9.408565 7.591688 9.524043 9.107057 12.652682 9.348946 8.513154 10.220047 8.519864 3.291883 11.730313 8.904030 8.998341 12.858764 1.575651 10.833736 10.076659 5.426533 7.169199 3.977774 10.229800 NA 9.076659 9.500488 9.865694 12.449559 11.463331 10.298239 11.990511 4.125874 NA 8.373392 9.712300 8.749888 2.090244 11.007322 12.004484 10.722880 12.204641 10.244054 10.894702 8.896315 10.777355 7.330563 9.201906 10.825297 1.353267 NA 9.746316 7.811949 10.592086 10.901141 7.829016 11.046479 5.143361 TCGA-CR-7365 60 0 NA 1191 head and neck stage iva t4a n0 m0 male 2008 NA yes head and neck squamous cell carcinoma NA 1964 0 white not hispanic or latino 1 3 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 7 0 0 0 7 0 0 4 0 0 4.646828e-06 1.560502e-06 8.8770961 -1.4058337 9.9959538 3.3488981 5.4888267 10.8750683 5.4268987 6.5826930 8.7399399 15.7797832 7.2270026 7.6654702 7.1901970 NA 9.3125406 8.0998191 4.6600958 0.1790014 2.2944590 8.3065348 -1.4058337 NA 10.9207180 10.5169636 11.6325837 2.8419329 11.2805082 10.5299094 10.7835234 10.5996322 0.1790014 NA 4.1175704 8.6519587 NA NA 14.4337281 6.2734879 9.7161886 11.9067488 8.3538958 6.9906123 12.0366920 2.5939991 NA 14.0129802 12.6299236 9.1929906 NA 11.7869169 8.9800856 12.3301982 7.5008984 5.2087162 2.0534242 NA -0.4060248 0.9159415 0.9159415 14.7775037 15.5224719 10.7405763 13.6485696 NA 4.4013642 10.7258646 NA 2.1789695 9.2041097 10.6969675 1.1790014 19.4624843 9.8028516 NA 0.9159415 -1.4058337 12.3638455 9.9592365 6.9114208 11.8250863 9.8874793 16.4088717 9.6714910 4.2664343 4.1175704 10.2265485 9.8625496 5.8324116 12.1805801 8.2288187 9.3916691 12.4016644 -1.4058337 8.4221443 10.6956551 7.6384019 NA NA 3.1175621 5.6920394 9.5705718 9.7373908 -1.4058337 3.7232855 2.1789695 6.1638630 -0.4060248 10.7126243 NA 13.0320847 7.5162350 10.7187752 5.4394968 13.1661157 3.6383983 8.1097074 11.2568985 9.8065040 9.5438344 8.6366931 9.6946699 12.7294765 11.6503066 1.5940230 10.6031364 6.7386665 9.5438344 12.4339987 8.8466732 12.3695212 9.0317596 -1.4058337 10.6360090 1.1790014 0.183240 0.183240 0.584830 0.207130 -0.137460 -0.137460 0.562180 -0.147250 0.185830 0.185830 0.560400 -0.171610 -0.150710 -0.164370 0.826300 0.192190 0.192190 0.176360 0.208810 0.208350 0.208350 0.171620 0.142470 0.828960 -0.507560 -0.213080 0.810590 0.810590 -0.035563 -0.173640 -0.501960 -0.196160 0.183240 0.183240 0.183240 -0.514680 -0.514680 -0.514680 -0.514680 -0.132040 -0.112110 -0.112110 -0.112110 -0.510040 -0.510040 -0.510040 -0.137460 -0.147250 -0.147250 0.159460 -1.109300 -0.164370 -0.162460 -0.162460 -0.162460 0.160060 0.192190 0.208810 -0.547390 -0.515510 -0.478630 0.229120 0.185060 0.155420 0.155420 0.142470 0.142470 -0.530390 -0.577390 -0.213080 -0.213080 -0.548200 0.006348 0.000000 0.000000 -0.162 -0.162 0.192 0.192 0.209 0.209 0.208 -0.479 0.185 0.155 0.155 0.142 0.142 0.280 -0.504 -0.213 -0.213 -0.149 -0.149 0.811 0.811 -0.497 0.131 0.183 0.183 0.089 0.604 -0.132 -0.132 0.207 -0.510 -0.137 -0.137 0.562 0.415 0.186 0.560 -0.151 -0.151 0.000 0.000 -0.162 -0.162 0.192 0.192 0.209 0.209 0.208 -0.479 0.185 0.155 0.155 0.142 0.142 0.280 -0.504 -0.213 -0.213 -0.149 -0.149 0.811 0.811 -0.497 0.131 0.183 0.183 0.089 0.604 -0.132 -0.132 0.207 -0.510 -0.137 -0.137 0.562 0.415 0.186 0.560 -0.151 -0.151 0.000 0.000 11.522896 NA 10.841656 4.321928 12.002470 12.731628 11.611164 11.965376 9.680144 10.295314 11.131954 12.167891 7.813176 11.128797 11.961968 10.526961 4.090980 12.180580 9.162914 9.391669 11.606108 10.446147 11.458774 12.582135 13.318415 8.464372 -1.405834 -1.405834 9.965784 10.271287 11.3337883 12.1016784 10.8513955 -0.4060248 11.2121637 11.0618678 14.6064785 9.4895829 6.4766506 9.3924795 9.3859845 11.5158486 9.5113350 7.9405215 10.5887146 8.4918531 2.2944590 11.0301987 7.6163753 6.3884238 14.0129802 1.4013574 10.4693730 10.7405763 5.2805073 5.2805073 2.2944590 9.8119653 -1.4058337 8.4857915 8.8736182 9.3916691 12.4016644 10.7421664 10.6956551 12.0269409 NA 1.4013574 8.6048853 10.3761868 5.8419354 4.6163753 10.7126243 11.7810504 10.7187752 12.2217695 10.0477927 10.4141866 9.0150205 8.6366931 6.8131758 10.0968394 10.4918531 0.9159415 NA 3.7639320 8.0606143 9.3687948 9.7973556 5.8324116 10.0778234 3.6814718 TCGA-CR-7367 52 0 NA 1440 head and neck stage iva t4a n1 m0 male 2008 NA yes head and neck squamous cell carcinoma 45 1963 1 white not hispanic or latino 1 7 NA NA 3 3 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 5.132317e-06 1.664535e-06 11.05361858 NA 10.32792590 4.98959318 6.86963209 11.08156239 7.28987227 7.07162861 9.35461194 15.11731250 7.60242199 7.94675659 6.84439444 -1.56490485 8.76479995 9.09589094 4.73878405 4.38920196 9.74391143 8.43218317 1.01998651 NA 13.30796706 8.45181197 12.06116899 4.10742843 11.17752363 10.55394477 10.70354571 10.78151742 0.01991537 1.00791308 5.74788683 9.29998686 -1.56490485 NA 13.21369685 6.27420761 9.57327548 11.84412940 9.10919599 7.96638490 11.59219267 3.29298783 -1.56490485 13.25528236 13.21779716 9.19072571 2.82731094 10.68085344 10.27075411 12.60633687 6.90260906 7.66141613 1.60492530 -1.56490485 -1.56490485 2.43501512 1.24232812 13.67951059 14.74659466 10.52478518 13.02477183 0.01991537 6.26155150 10.36647992 1.89444916 3.89443946 8.79145563 10.69415840 1.50197409 18.45172356 11.44937293 NA 3.60492530 2.34190038 11.69827288 8.70529889 8.74220433 11.87296897 10.05934216 15.91023836 9.69180213 5.03491558 5.21636173 10.10433168 9.87275567 7.45737185 11.82016907 9.64567500 11.35535655 12.68604219 0.43498844 8.33587043 11.82140509 7.35386667 0.75693788 0.01991537 5.30536866 6.53829138 9.09945091 10.90794833 3.34190038 5.16292299 7.16632279 6.21636368 -0.56490485 11.52329500 0.43498844 13.00485928 10.38426863 11.53204816 6.99724611 13.12990562 5.55394410 7.90260906 11.27715754 9.36647981 8.36574108 10.75419880 9.03955682 13.54217986 11.44780279 1.75693788 8.84863170 7.20318843 8.85917011 12.03142639 8.12849086 12.18309166 8.67340837 0.75693788 10.96394606 2.43501512 0.5647200 0.0813460 0.0263730 0.2179100 -0.2833500 -0.0486130 0.8872600 0.2994700 0.4077700 0.4077700 2.0694000 0.4600700 0.0000000 0.0000000 0.0000000 0.2202200 0.2202200 -0.0107840 -0.0107840 0.3103300 0.3103300 -0.0176660 0.0091705 -0.5385500 0.3404700 -0.0398010 0.4428300 0.4428300 0.0297030 -0.0073339 -0.0114730 -0.0321780 0.0486880 -0.3128400 -0.2706900 -0.2960300 -0.2804900 -0.2804900 -0.1287500 -0.1568200 0.0414580 -0.6425500 0.1194600 -0.0316320 -0.3548700 -0.0457700 -0.0384420 -0.5731800 -0.0513160 -0.8758800 0.0000000 0.0000000 -0.2109400 -0.1310800 -0.0189020 0.2202200 0.2288500 0.4556400 -0.2935500 0.3103300 -0.2858400 0.5035900 -0.0176660 -0.0180000 -0.0180000 0.0091705 0.0091705 0.3404700 0.3404700 -0.0398010 0.3336700 -0.1105100 0.1099700 0.1099700 0.1099700 -0.131 0.000 0.220 0.220 0.000 0.000 0.310 0.474 0.000 0.232 0.000 0.000 0.000 -0.539 0.340 0.000 0.334 0.000 0.000 0.443 0.443 -0.111 0.000 0.000 0.000 -0.271 0.000 -0.157 -0.157 0.218 0.000 0.000 0.000 0.530 0.000 0.408 0.408 0.000 0.000 0.000 0.000 -0.131 0.000 0.220 0.220 0.000 0.000 0.310 0.474 0.000 0.232 0.000 0.000 0.000 -0.539 0.340 0.000 0.334 0.000 0.000 0.443 0.443 -0.111 0.000 0.000 0.000 -0.271 0.000 -0.157 -0.157 0.218 0.000 0.000 0.000 0.530 0.000 0.408 0.408 0.000 0.000 0.000 0.000 11.620189 -1.564905 9.746951 6.176470 12.740567 13.194254 12.076378 11.778189 10.804328 10.248785 10.052012 11.569109 8.690032 11.264726 10.848367 10.535337 4.009105 11.820169 9.933853 11.355357 10.803237 10.423688 11.160157 12.319229 12.684413 8.308448 NA 2.958564 9.824097 10.585386 10.399345 11.975374 10.483831 2.019951 11.959545 10.656289 14.402206 9.353121 8.299190 9.372378 9.309217 12.081225 9.226118 7.745617 10.489947 7.997246 9.743911 11.843599 8.409418 9.934850 13.255282 2.682933 9.899549 10.524785 5.149247 7.417998 2.522458 11.108313 -1.564905 9.697686 9.312288 11.355357 12.686042 11.013140 11.821405 12.104221 3.479399 NA 8.308140 10.279317 9.332093 5.435005 11.523295 12.094665 11.532048 12.158878 10.142363 10.596765 9.501766 10.754199 7.666225 10.193643 11.078208 4.389202 1.756938 6.169713 8.694947 10.547117 10.696217 7.176470 10.502774 4.827321 TCGA-CR-7368 54 0 NA 1245 head and neck stage iva t4a n1 m0 male 2008 NA yes head and neck squamous cell carcinoma 57 1968 1 white not hispanic or latino 2 5 NA NA 2 4 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 5.964585e-06 2.011314e-06 8.7618135 -1.7646406 10.5676304 0.5572875 2.2353288 10.5325170 9.4208091 6.7549503 8.6415193 15.5577441 7.2659816 8.1407010 8.4879795 -1.7646406 9.4152233 8.3951854 4.9767806 4.4052368 10.3920293 9.1873273 4.7899014 -1.7646406 6.4152229 2.8791764 11.9187474 NA 10.4590142 10.7183741 11.2597613 10.8639875 0.2353594 0.8202402 4.0166746 9.6176463 NA NA 15.7143444 4.3850582 8.8970210 11.9730896 9.1308894 5.1056781 13.6020803 1.9357615 -0.7646406 14.0596514 13.4982899 9.9418101 1.4052300 13.1364639 7.2088967 12.9164427 7.8277714 6.9006495 1.9357615 -1.7646406 -0.1796781 6.1953161 3.0932897 15.5953636 15.7369214 10.1259584 13.6056269 2.7588788 6.2010986 10.9487006 -1.7646406 2.6947465 9.8008923 11.3858548 1.2189671 18.6743719 11.3277410 NA 1.2352982 1.9357615 11.9922874 7.8773657 4.2576820 11.7866788 10.2197327 15.4994543 9.5527267 5.4447664 2.7588788 10.4195696 10.1129817 6.5481977 13.2973459 7.6988387 13.4586371 12.7045744 NA 8.9261851 11.6407216 4.2125927 NA NA 3.5928636 7.1210102 10.0305422 9.7105409 2.4832354 4.5390968 -1.7646406 6.4447681 NA 10.2507291 1.8202811 12.9163329 9.2042400 12.2612323 4.9218124 12.7495351 7.6782579 9.5628669 10.9542751 10.9446134 9.5840423 10.7150287 11.7949302 10.1110635 10.4127337 0.2353594 11.8500240 5.7271662 8.8481826 12.4710292 7.2632204 11.1016272 8.7686439 -0.1796781 13.7264156 1.4052300 0.00000000 0.00000000 1.04360000 0.71848000 0.61063000 -0.00526100 0.03848900 0.03848900 0.04726800 0.04726800 0.04726800 -0.65724000 -0.65724000 0.99468000 1.00070000 0.00750000 0.00750000 -0.03176800 -0.00968060 -0.01697900 -0.01697900 -0.01381500 -0.02835500 -0.10526000 0.00013863 -0.04942400 -0.00843850 -0.00843850 -0.00539920 0.39629000 0.01276000 0.02553100 0.00000000 0.00000000 0.00000000 -0.65668000 -0.65668000 -0.65668000 -0.65668000 -0.00110870 -0.00110870 -0.00110870 0.01223700 -0.56694000 -0.56694000 -0.58006000 0.56468000 -0.64931000 -0.67306000 0.04726800 -0.65724000 1.01380000 -0.18936000 -0.17740000 -0.17740000 0.00750000 0.00750000 -0.00968060 -0.01697900 -0.01697900 0.04018500 0.04018500 -0.01271300 -0.31681000 -0.34354000 -0.02835500 -0.02835500 0.00013863 0.00013863 -0.04942400 -0.04942400 0.67715000 0.00291330 -0.00539920 -0.00539920 -0.177 -0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.387 1.044 0.000 0.000 0.152 -0.567 0.565 0.000 0.000 0.000 0.000 0.000 -0.657 0.343 0.000 0.000 -0.177 -0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.387 1.044 0.000 0.000 0.152 -0.567 0.565 0.000 0.000 0.000 0.000 0.000 -0.657 0.343 0.000 0.000 11.525189 NA 11.431796 5.782209 10.269769 12.124052 13.332194 11.719885 8.780279 10.079628 10.564270 11.721521 8.549331 10.977834 13.443930 11.060074 4.630376 13.297346 8.332029 13.458637 11.683560 10.853700 12.404691 11.396512 13.382121 10.248637 -1.764641 2.557239 10.494469 11.006184 10.2905966 11.9767811 11.6349926 -0.7646406 12.7191299 10.5385241 15.3593945 9.8970923 8.4423286 8.6998597 9.7578957 12.1210105 9.9723756 8.4689339 10.5018049 9.0034985 10.3920293 11.8029138 9.2032609 9.3678140 14.0596514 2.7588788 10.3929769 10.1259584 5.3645969 7.8863660 5.4152246 9.6552744 0.2353594 9.5617437 9.8877111 13.4586371 12.7045744 11.2781705 11.6407216 12.0320636 3.9357520 NA 8.3972524 9.6521116 8.8536997 3.8202811 10.2507291 11.9286922 12.2612323 11.8030326 10.6813635 10.2922905 8.7744728 10.7150287 6.5160845 10.3626637 10.3768114 2.5572385 NA 10.8694446 9.1010783 10.5207164 10.4505438 7.3014029 10.2779995 4.3227790 TCGA-CR-7369 59 1 1090 NA head and neck stage iva t4a n2b m0 male 2008 NA no head and neck squamous cell carcinoma 48 1960 3 white not hispanic or latino 1 7 NA NA 2 4 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.115347e-06 6.242008e-07 9.41297137 NA 10.69205488 2.97870817 4.12756725 10.30337539 9.00685200 6.22332794 9.18306414 14.86820965 7.08813842 8.43099189 7.96887123 NA 9.08723024 9.57083764 4.74054445 5.14164532 11.38403216 9.28407359 1.45512334 NA 9.92325854 10.26048454 11.71061494 -0.54477143 10.66093699 10.85468866 11.25260264 11.25644790 -1.54498190 -0.54477143 4.15558734 9.47025214 NA NA 13.94480356 4.86453285 9.19635795 11.85107945 9.48374042 5.75892407 12.61784974 7.49406273 NA 13.61745638 13.02553313 9.10439983 1.62508342 12.11536253 5.70164608 12.37902827 8.25118319 6.16250211 0.45512334 -1.54498190 NA 5.61501602 0.45512334 14.19621380 14.24097368 10.47369165 13.24187280 NA 5.83018432 10.85868841 -1.54498190 2.84745579 9.85762292 11.24854385 0.94058023 18.26044519 11.62350244 NA 1.04012092 0.45512334 12.15373989 7.99430252 4.54260475 11.62586219 10.07490517 15.87860437 9.76689210 6.74516202 3.94699280 10.83045476 9.96640220 6.34388746 12.75966902 9.20752442 12.47950428 12.05679847 0.04012092 8.40058745 11.30572126 7.02499889 NA 0.45512334 5.99430365 7.45795866 10.05784257 9.94849879 1.04012092 1.04012092 -1.54498190 8.92986377 -1.54498190 10.44027411 7.31001195 12.90532397 8.16276190 12.09459748 4.66459661 12.73170437 8.58442665 8.91559947 10.81681343 8.50906951 9.42955822 10.55221461 8.79053422 11.67446352 10.28882444 -1.54498190 10.92732686 5.81269588 6.67431234 12.11647646 7.94899908 11.54823113 9.48374042 -0.54477143 11.80829056 1.62508342 -0.05442000 -0.08918700 0.52801000 0.52230000 0.01098200 0.01098200 0.01505900 0.02174400 -0.52020000 0.49320000 0.50030000 0.01698500 0.01126100 0.01908300 0.50082000 -0.00954330 3.65690000 -0.07334300 -0.05804500 2.13360000 -0.00180140 0.01293400 0.00055459 0.02258500 0.02258500 -0.00678130 0.01824300 0.02258500 -0.09339700 0.00000000 0.00000000 -0.01242100 -0.06719000 -0.08918700 -0.11168000 -0.51414000 -0.51486000 -0.51486000 -0.51486000 -0.51702000 0.01656500 0.01656500 0.01056400 -0.51300000 -0.52164000 -0.52072000 0.01098200 0.02174400 -0.52665000 -0.52020000 0.01126100 -0.48523000 -0.52512000 -0.51012000 -0.51012000 -0.00954330 -0.51764000 -0.04373700 0.00499690 0.00124810 0.07498400 0.09072000 0.01293400 0.03481800 0.03481800 -1.03120000 -0.03204100 0.02876300 0.02876300 -0.00678130 -0.01852500 -0.51527000 -0.07173900 -0.09339700 -0.09339700 -0.510 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.513 0.000 0.000 0.000 -0.515 0.519 -0.517 0.000 0.023 -0.499 0.000 0.000 0.000 0.000 -0.027 0.493 0.000 0.000 0.000 0.000 -0.510 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.513 0.000 0.000 0.000 -0.515 0.519 -0.517 0.000 0.023 -0.499 0.000 0.000 0.000 0.000 -0.027 0.493 0.000 0.000 0.000 0.000 11.1637966 -1.5449819 10.2483650 7.0953886 11.9170068 11.9302387 12.3281071 11.5389554 9.5158396 9.8285527 10.8307262 12.1529801 8.7714254 11.0663991 11.7606355 11.3310850 4.8056433 12.7596690 8.7497645 12.4795043 10.8642694 10.7442981 11.3337694 11.9885404 12.8563566 11.2326045 -1.5449819 -0.5447714 9.5978890 10.1681006 11.91956184 11.88885955 11.17837803 1.26249329 11.98359783 10.42884106 14.85019179 9.80829060 7.60742871 8.53862313 9.57213744 12.14797715 9.73937204 8.56758309 10.09312702 9.01738609 11.38403216 11.77509805 8.64620299 8.66946301 13.61745638 3.09899216 10.65051596 10.47369165 5.12756725 7.63505275 0.04012092 10.27092729 -1.54498190 9.67552204 9.03822655 12.47950428 12.05679847 11.35355619 11.30572126 12.08051011 3.62507173 -0.54477143 8.96085600 9.70780913 8.10080213 3.58442139 10.44027411 12.17538799 12.09459748 11.95461593 10.27731623 9.72134463 9.00107345 10.55221461 6.88977164 10.00781275 10.50635271 5.36203498 -0.54477143 9.41224571 8.13546818 10.60901238 10.05412673 7.55317616 10.19450239 4.62506588 TCGA-CR-7370 72 0 NA 105 head and neck NA tx nx NA female 2009 NA yes head and neck squamous cell carcinoma 112 1950 NA white not hispanic or latino 2 4 NA NA 2 2 1 2 4 2 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 5 4 0 0 0 0 0 0 0 4 0 0 4 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 4 4 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 1.494614e-05 5.72184e-06 9.3031693 9.1459859 10.4291433 -0.7804133 4.6120045 10.8887964 8.7363749 6.7115431 9.4125991 15.0036857 8.1796917 9.1651336 7.2225051 0.8046318 8.9985885 9.1318307 4.9611556 2.6119986 10.8018319 10.4658367 6.0141053 2.4676186 7.7761961 2.3896219 12.3847539 -0.1952856 10.9812411 10.7407996 11.1284578 9.3789305 -0.7804133 2.1265765 7.6033942 9.1460006 3.5050906 NA 13.8264710 4.1738870 8.7344041 12.0095292 10.9255383 6.6501427 9.9882877 3.2196952 5.2857795 11.2065985 12.3641092 8.4533097 -1.7804133 13.2409302 7.7935454 12.4501607 6.8956468 5.0900531 -1.7804133 0.5416140 -0.1952856 -0.7804133 1.8046318 14.0900284 14.0282469 10.2651083 13.1919518 2.0270479 5.0900531 12.1092889 3.3896081 3.5416140 10.8572204 11.9261859 -1.3580841 17.0865130 10.1265805 0.2197106 2.6119986 4.4864763 12.2766662 7.8779013 4.1504297 11.4237505 9.2232077 14.9543863 9.8934406 7.9390784 4.1738870 10.9693499 10.3360338 5.7274849 14.1559828 9.9446301 11.6329212 11.7367441 1.3896219 8.9313569 11.1890764 8.3770370 NA -1.7804133 0.8046318 6.9878745 11.6993439 10.6498811 1.8046318 6.2420575 -1.7804133 3.4676186 -0.7804133 10.4631614 8.0092234 12.1666875 9.6117120 9.4045653 3.8921190 12.6686450 4.0010456 8.0636108 10.5145978 9.2891396 9.3598806 9.9899862 8.2112118 12.8437999 10.2934967 1.8046318 10.8510944 10.6248314 9.0141059 12.4820050 8.2154573 11.2212740 9.6811694 NA 10.2746334 1.0270125 0.715470 1.989500 3.656900 0.000000 -0.057385 0.987720 0.274750 0.294030 1.001300 1.001300 0.591430 0.206560 0.206560 1.017200 0.842380 0.340980 0.340980 -0.052531 -0.077747 0.110050 0.210240 0.126380 0.309370 1.650000 1.383700 0.179960 0.745180 0.745180 -0.209080 -0.584020 -0.545010 0.323660 0.768280 0.768280 -0.123820 0.353000 -0.520550 -0.516300 -0.516300 -0.536830 -0.500790 -0.500790 -0.551260 -0.526140 -0.526140 -0.619750 2.207600 0.294030 0.234770 1.001300 0.179790 0.067661 -0.549450 -0.549450 -0.549450 0.361820 -0.546530 -0.125120 0.181770 0.110050 -1.292900 0.955090 0.128740 -0.551160 -0.551160 0.309370 0.309370 -0.774560 -0.857770 0.179960 0.211460 -0.542190 0.260750 0.246530 -0.205970 -0.549 -0.549 -0.206 -0.547 0.000 0.000 0.110 0.990 0.000 0.315 -0.236 0.309 0.309 1.384 0.595 0.180 0.180 -0.546 0.377 0.562 -0.130 -0.542 0.371 0.000 0.000 -0.516 0.000 -0.537 -0.537 0.000 -0.522 0.000 0.000 0.294 0.294 1.001 0.610 0.103 0.000 0.299 0.093 -0.549 -0.549 -0.206 -0.547 0.000 0.000 0.110 0.990 0.000 0.315 -0.236 0.309 0.309 1.384 0.595 0.180 0.180 -0.546 0.377 0.562 -0.130 -0.542 0.371 0.000 0.000 -0.516 0.000 -0.537 -0.537 0.000 -0.522 0.000 0.000 0.294 0.294 1.001 0.610 0.103 0.000 0.299 0.093 11.884137 -1.780413 11.406152 9.537102 11.481344 11.729314 11.159636 11.628285 9.808405 10.142274 12.341223 11.887134 9.173886 10.868047 9.030262 10.917960 5.319827 14.155983 10.749364 11.632921 11.515315 11.772479 11.826905 12.548140 13.250917 13.369000 NA 3.173879 10.161838 11.740309 11.5089884 12.3617172 8.3137678 0.5416140 11.6323921 10.9360807 14.0075410 9.8158796 8.1415309 9.8526851 9.5947294 12.0956312 10.1569349 7.1235721 10.2344078 10.2354534 10.8018319 11.8145976 9.8041827 8.3164051 11.2065985 2.8046525 10.9131769 10.2651083 5.5506083 6.4864763 6.0525789 9.0422607 -1.7804133 9.9565145 11.4616731 11.6329212 11.7367441 10.4058041 11.1890764 12.2073092 0.5416140 -0.7804133 8.6883140 10.5308706 7.6033942 5.1738870 10.4631614 11.8091070 9.4045653 10.7469226 9.6028542 10.0270448 9.0238209 9.9899862 8.2097940 10.1194244 11.0139026 -0.7804133 1.0270125 6.7471672 8.8143505 10.0954392 10.7316896 8.2168695 10.5947294 5.3795620 TCGA-CR-7371 45 1 94 NA head and neck stage iii t3 n1 m0 female 2009 NA no head and neck squamous cell carcinoma 60 1979 1 white not hispanic or latino 2 4 NA NA 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 8.600099e-06 2.912937e-06 10.06155265 3.59586166 11.07564654 2.20882936 4.69822959 10.49602277 8.70930201 7.08205108 8.49139697 15.64776490 8.47274444 9.24141883 7.40927042 -1.49167277 8.58254471 10.01073803 5.30281985 5.16661503 5.47418616 9.73902430 5.82128673 -0.49167277 6.16661503 5.78452754 11.99599226 1.50842865 10.83004968 10.80531963 10.64955259 10.48890007 6.02410244 -0.49167277 4.81218501 9.09120395 1.96783261 6.35389313 12.47148011 5.54182765 9.58120586 11.99310044 8.94719537 8.55689034 11.78786890 5.50840330 2.31576909 12.52120252 12.01048929 8.43766178 0.09342496 11.02311747 8.97068084 12.07314833 8.02607300 6.49708858 -0.49167277 -0.49167277 -1.49167277 0.83033646 NA 14.22074151 14.94317349 10.54217049 13.25144958 0.09342496 6.90072072 10.93125660 1.67834239 3.41529896 9.52938331 11.34721341 2.78638726 17.32957946 12.07148050 4.67833112 3.26328986 3.59586166 10.42726664 8.62214555 6.10085994 11.77001796 10.05963094 15.47430040 9.81104228 7.05143519 4.41529220 10.47814964 11.15451207 7.14139907 12.27520972 9.85934252 11.52573382 11.79799007 2.20882936 8.61300226 11.67801528 8.32378662 -1.49167277 NA 3.09337425 6.75633081 10.28976313 10.33017742 3.67833112 8.33177059 -1.49167277 8.30930308 NA 11.25806336 4.18083212 12.82941544 9.50609808 11.18964180 5.71785735 13.17828499 6.57449211 9.34681953 11.27120067 9.37181541 9.03196525 10.84493506 9.75038659 12.25984284 10.83033147 2.67831985 10.67488034 10.56198993 8.78801386 12.31041482 8.05336770 11.47148008 9.02902213 0.50842865 10.98944595 2.83033646 0.0277780 -0.3213500 1.0644000 -0.0389010 -0.3660100 0.0280600 0.0147490 0.0147490 0.0370760 0.0370760 0.0370760 0.3048800 0.3048800 0.3104900 -0.0146410 0.0049969 3.3972000 0.0140510 0.0140510 0.0129060 -0.0019399 0.0043021 -0.0131270 0.0780060 0.0780060 -0.0515860 0.0175440 0.0175440 -0.2177500 -0.3327800 -0.3190200 -0.0071958 0.0277780 -0.7045100 -0.3213500 -0.3587400 -0.3587400 -0.3688100 -0.3688100 -0.3532900 -0.3025100 -0.3025100 -0.3025100 -0.3362900 -0.3362900 -0.3362900 -0.3766000 0.0147490 0.0147490 -0.0937990 0.3104900 0.0162860 -0.2777400 0.0397610 0.0397610 0.0049969 -0.2529800 0.0140510 -0.3618100 0.0323900 0.0023581 -0.0128510 0.0043021 -0.0209610 -0.0209610 -0.4027400 -0.0131270 0.0780060 0.0780060 -0.3740300 -0.0515860 -0.2589000 0.2012100 0.1580400 -0.2177500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 0.000 0.000 0.000 0.000 0.000 -0.312 0.000 0.000 0.000 -0.260 0.192 0.000 -0.299 -0.215 0.144 -0.303 -0.303 0.000 -0.333 -0.366 0.000 0.000 0.000 0.000 0.000 0.289 0.000 -0.218 -0.218 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 0.000 0.000 0.000 0.000 0.000 -0.312 0.000 0.000 0.000 -0.260 0.192 0.000 -0.299 -0.215 0.144 -0.303 -0.303 0.000 -0.333 -0.366 0.000 0.000 0.000 0.000 0.000 0.289 0.000 -0.218 -0.218 11.41322616 0.83033646 10.04336283 6.03978544 11.48925702 11.47237414 12.65584684 11.99523844 10.37375010 10.47994695 10.90581065 11.71755211 8.63639769 11.22436538 11.97918937 11.28277865 4.70079480 12.27520972 9.54044910 11.52573382 10.98767843 10.79120229 10.67535099 12.44021109 12.99385539 12.33326274 0.09342496 1.67834239 9.48353487 10.47166079 11.49424533 12.01718858 10.89534368 1.31574011 11.55910234 10.35819942 14.18364321 9.40549252 9.64923318 9.36716157 9.58053596 11.92348493 9.74290947 7.57179814 10.04804691 9.00025639 5.47418616 11.16549852 9.13319874 10.13182764 12.52120252 2.96783261 10.11850547 10.54217049 5.03196415 8.61300226 1.50842865 10.00075736 -1.49167277 9.03685743 10.81617344 11.52573382 11.79799007 10.64859415 11.67801528 11.92414518 1.83033646 0.09342496 9.54869304 10.18744363 8.63510791 4.98413815 11.25806336 11.98451672 11.18964180 11.41848392 10.01867312 10.57919524 9.50558293 10.84493506 7.70069633 9.30525419 10.92044390 4.96783722 -1.06945188 9.73300803 8.89215086 9.77928271 10.15406189 7.71541775 10.53596390 5.81218501 TCGA-CR-7372 45 0 NA 759 head and neck stage i t1 n0 m0 male 2009 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 2 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.387113e-06 4.508117e-07 8.3179511 NA 9.6833382 2.3734812 5.7657999 10.5143127 7.3995454 5.7073840 8.9100541 14.8747397 7.2843753 8.7014097 7.5990924 NA 8.9930915 9.2662787 5.4467326 4.2147854 9.0269253 8.1149500 1.7885187 NA 8.6292983 7.1548424 11.9355664 2.3734812 10.6991632 11.0287156 10.7416257 11.0796912 1.3735090 NA 4.3120843 9.0062360 NA NA 13.1807708 7.1059326 9.5698064 11.7088733 9.5958755 6.0364484 11.4460622 2.6954148 NA 13.1704689 12.2503836 8.9087583 -0.2113978 10.4693196 8.0154624 12.4690998 7.8599826 8.0646447 0.7885187 -0.2113978 -0.2113978 2.4889520 3.1104468 13.4354138 13.6497485 10.2943321 13.2301030 -1.2115649 6.5232295 12.2684270 -0.2113978 2.9584530 9.5804973 11.1180366 -1.2115649 19.1167856 10.4332781 2.2479579 2.8759766 1.5958855 12.6452378 9.6055041 6.2883659 11.3650922 9.8660038 15.7758082 9.3976992 6.5164407 3.9584437 11.2061093 10.7579070 6.1194371 12.5574130 6.5829368 10.7934432 12.1889997 -1.2115649 8.3081565 11.1835190 7.0877280 NA NA 5.7885213 6.1283697 9.4422612 9.7096175 2.3734812 2.4889520 NA 6.9832775 -1.2115649 10.9149023 -1.2115649 12.9189302 9.6057440 10.1014035 5.5434093 13.3477183 2.2479579 8.0945823 10.7665158 8.9746348 9.8329145 10.2491197 9.9331787 10.7376176 11.2808744 1.5958855 8.3995454 6.4251454 9.1014035 11.5061969 8.0968595 12.3332435 9.1272569 NA 11.7512358 2.9584530 0.2712300 0.0000000 0.3434200 -0.1730000 0.0573310 0.0573310 0.0905370 0.0905370 -0.3687500 3.6569000 0.3782100 -0.2498600 -0.2498600 3.4117000 -0.2562700 0.0063440 0.1310600 0.2933800 -0.0446480 0.3197800 0.5825100 0.0496440 0.0837380 0.2813300 0.2813300 -0.0938340 0.3208800 0.3208800 -0.0060799 -0.2260400 -0.2260400 -0.2260400 0.0186260 0.0186260 -0.0388860 -0.2309400 -0.2309400 -0.2309400 -0.2309400 -0.1807100 -0.1807100 -0.1807100 -0.1807100 -0.1730000 -0.1730000 -0.1730000 0.0303800 0.0905370 0.0905370 -0.3576400 -0.2498600 -0.2415900 -0.1191600 -0.1191600 -0.1191600 0.0063440 0.1310600 -0.0439090 -0.2418300 -0.3758600 0.2892500 0.2892500 0.0496440 0.1769000 0.1769000 0.0837380 0.0837380 -0.2237000 -0.2237000 -0.0938340 -0.0938340 -0.0428240 0.5648500 0.0037867 -0.0060799 -0.119 -0.119 0.000 0.125 0.293 0.000 -0.376 0.289 0.000 0.177 0.177 0.000 0.000 0.281 0.058 0.000 0.000 -0.226 -0.226 0.321 0.321 0.000 0.000 0.253 0.000 -0.231 0.112 -0.181 -0.181 -0.173 -0.173 0.000 0.000 0.000 0.000 -0.358 0.204 -0.256 -0.256 0.000 0.000 -0.119 -0.119 0.000 0.125 0.293 0.000 -0.376 0.289 0.000 0.177 0.177 0.000 0.000 0.281 0.058 0.000 0.000 -0.226 -0.226 0.321 0.321 0.000 0.000 0.253 0.000 -0.231 0.112 -0.181 -0.181 -0.173 -0.173 0.000 0.000 0.000 0.000 -0.358 0.204 -0.256 -0.256 0.000 0.000 10.887540 NA 9.674484 4.997974 11.184055 11.777377 11.566598 11.596479 10.236637 9.801843 12.027671 11.332277 7.748522 11.101970 11.230427 10.385642 4.050423 12.557413 9.601500 10.793443 10.267795 10.136142 9.658114 12.685526 12.073527 9.111575 -1.211565 3.036451 8.820566 9.668104 10.6461128 12.0991333 11.6897645 NA 11.3027414 10.5057685 14.6342795 10.1328164 7.2397312 9.1471716 9.0185410 11.9674965 8.7040264 7.6150690 9.7477981 8.5164411 9.0269253 11.1457975 8.2231488 7.7857003 13.1704689 2.1104635 10.0733445 10.2943321 5.5698799 5.7997479 1.7885187 9.9832774 -1.2115649 9.0269253 9.0888730 10.7934432 12.1889997 10.2168807 11.1835190 10.8599828 1.1104301 1.7885187 7.9808131 10.3208765 6.3042208 3.8759864 10.9149023 11.9875793 10.1014035 11.3375832 10.0257305 10.3976992 9.5181413 10.2491197 6.4105718 10.4876591 10.5715187 3.1104468 -0.2113978 3.0364506 7.7958280 10.0611503 10.4449454 7.5829360 10.4723923 5.1460727 TCGA-CR-7373 66 0 NA 889 head and neck stage iva t4a n1 m0 male 2009 NA yes head and neck squamous cell carcinoma 90 1954 1 white not hispanic or latino 4 6 NA NA 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.121004e-06 1.456468e-06 9.6694596 NA 10.6360316 -1.4227525 4.0367934 11.0038902 2.0367846 5.6107857 8.5660479 16.2435180 6.7472880 7.8252908 7.2176078 NA 9.2890303 9.7021308 4.7868159 2.1623390 9.3018773 8.6832719 -1.4227525 NA 3.4353486 4.0692124 11.5224413 4.5315624 10.3782632 10.7201086 9.6976011 10.9718260 -1.4227525 0.5773442 3.4353486 9.2744178 NA NA 14.2910183 7.8604514 9.3496780 10.9102390 7.9194378 4.4353419 11.7433694 0.8992530 NA 14.3467880 13.5955635 8.6988967 0.1623390 10.2881697 5.5249131 11.7259988 7.3188302 6.8947753 NA NA NA 1.3847130 -1.4227525 15.8292155 16.8820502 11.3780610 13.0839808 NA 3.8252870 10.5062517 NA 0.1623390 9.1500636 10.7693479 1.8992917 19.3600241 11.7021309 NA 0.1623390 NA 11.0408877 7.4812448 6.9436858 11.4320467 11.0041522 15.7044710 10.0388427 3.1623228 1.3847130 11.2017019 9.1529026 6.3847181 11.9749551 8.9846312 11.1564435 11.8004600 NA 8.6011178 11.5483679 5.2212198 NA 3.1623228 2.1623390 6.3322514 8.7941091 10.4527287 2.1623390 1.1623390 NA 5.2778025 -1.4227525 10.3343365 0.1623390 12.8076840 9.8812240 11.3517386 5.6858869 13.5122520 5.6963055 7.4872564 11.4851929 8.3895406 9.6501659 9.3489023 8.5885906 9.7296481 11.5380893 0.8992530 10.6763758 5.2916072 7.9216595 12.1686519 8.4291125 13.1988429 8.6687988 -1.4227525 9.3766448 -0.4225591 0.000000 0.013353 -0.195370 0.036229 -0.158600 -0.158600 0.117560 0.062153 -0.497880 0.063652 0.063652 0.256680 -0.226500 0.343230 0.343230 0.064940 0.064940 0.060365 0.060365 -0.041431 -0.041431 0.033972 0.027333 -0.165360 -0.165360 -0.210070 0.099142 0.100890 -0.061017 -0.500580 0.036109 0.036109 0.000000 0.013353 -0.513180 -0.195370 -0.195370 -0.195370 -0.195370 -0.226870 -0.226870 -0.226870 -0.226870 0.036229 0.036229 0.036229 -0.164220 0.062153 0.062153 -0.516200 -0.226500 0.343230 -0.209970 -0.209970 -0.199370 0.064940 0.070099 0.060365 -0.041431 -0.041431 0.070243 0.070243 -0.479440 0.010006 0.010006 0.027333 0.036370 -0.743940 -0.743940 -0.210070 -0.210070 -0.208580 -0.084793 -0.084793 -0.068669 -0.199 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.165 -0.744 -0.210 -0.210 0.000 0.000 0.101 0.101 -0.209 -0.480 0.000 0.000 -0.195 -0.195 -0.227 -0.227 0.000 0.000 -0.159 -0.159 0.000 0.000 -0.498 0.000 0.343 0.343 0.000 0.000 -0.199 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.165 -0.744 -0.210 -0.210 0.000 0.000 0.101 0.101 -0.209 -0.480 0.000 0.000 -0.195 -0.195 -0.227 -0.227 0.000 0.000 -0.159 -0.159 0.000 0.000 -0.498 0.000 0.343 0.343 0.000 0.000 11.547289 NA 10.110386 8.499204 12.268234 12.306235 10.164672 11.073218 7.806182 9.757894 10.817857 11.967667 10.368933 10.833572 11.343478 10.710827 3.888071 11.974955 9.517677 11.156444 11.302517 10.156679 11.108257 12.992746 13.610356 5.654178 -1.422752 4.305285 9.865653 9.700191 10.8106834 12.2108127 9.6956555 0.5773442 10.9989022 10.5836894 14.8700617 8.8061819 6.4102529 9.3554405 8.4947352 10.9450511 8.8428142 6.9436858 10.6531767 9.1067938 9.3018773 11.1021499 9.2148939 9.3863275 14.3467880 0.8992530 10.4876312 11.3780610 6.5546426 7.9238771 1.8992917 9.4400006 -1.4227525 9.3472012 9.1028841 11.1564435 11.8004600 11.6284023 11.5483679 11.8818573 -1.4227525 0.8992530 8.3764345 10.4653455 7.9524029 6.1319516 10.3343365 11.7802524 11.3517386 11.4975300 10.1476934 10.5688852 10.5720703 9.3489023 7.8673819 9.8264768 9.8067830 3.7472907 -1.4227525 4.8811458 8.9904200 10.1285909 10.0031038 7.7819347 10.1948308 2.8992917 TCGA-CR-7374 67 0 NA 30 head and neck NA tx nx NA female 2009 NA yes head and neck squamous cell carcinoma 45 1964 NA white not hispanic or latino 2 4 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 4 0 0 5 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 7 0 0 0 0 7 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 5 0 0 0 0 4 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 5 0 0 0 0 0 6 0 0 1.068077e-05 3.01697e-06 9.1159683 1.4855814 11.9939318 1.0001443 7.1660566 10.6943280 7.3148406 7.6265837 8.8443794 15.5291843 8.0136063 9.3175569 8.3524085 -1.3219281 10.0357682 9.1790581 5.7315444 5.8074992 3.6324078 10.5907313 5.5730351 2.3786503 0.6782522 3.9261418 10.0543415 -0.3217478 11.1042188 10.9575366 10.5955882 10.6403892 4.4855685 2.1376347 4.2929290 9.5506294 1.0001443 2.4855814 12.2941906 5.7116381 9.3897025 12.5483882 9.0012708 8.0467224 11.4877834 6.6030284 2.1376347 11.7193620 12.1679387 8.7267032 2.0001443 10.2222147 8.0542548 11.8086259 7.6177951 9.4095352 -0.3217478 2.0001443 -0.3217478 1.0001443 1.6782072 15.3323897 15.0646316 9.2308853 13.5287449 -1.3219281 6.4983945 11.2966017 1.0001443 3.6782184 10.7596996 11.7811761 1.0001443 16.7921160 12.3076867 -1.3219281 2.1376347 3.3786503 11.3984604 8.2873947 4.1376511 12.2839908 10.4360228 15.6001268 9.9711130 7.8531417 2.5851068 10.4620330 9.6971118 7.1211595 13.4496561 9.1860107 11.1018574 11.0673097 2.4855814 8.7775640 11.3191389 7.8705090 NA NA 4.7867427 6.6782156 10.9213901 10.4883862 4.7656779 7.6440005 2.2631847 8.1396956 NA 10.3238746 1.2631546 12.4962990 9.9878516 9.1437827 4.9636175 12.6159578 7.6950243 9.2984361 11.1196042 10.8556357 9.0726788 10.1784606 7.7389124 10.3703958 10.6743365 2.4855814 8.5699999 11.4182077 9.6418348 12.1307148 8.8139255 11.1800534 9.4322686 -0.3217478 10.2380713 2.4855814 0.04734600 0.58821000 2.76790000 -0.36061000 0.02574800 0.02574800 0.05573600 -0.45184000 1.44680000 -0.48275000 0.11002000 -0.50292000 -0.50292000 -0.50292000 -0.50292000 -0.10039000 0.01343000 0.05047000 0.05047000 0.38643000 -0.14495000 0.41857000 0.02878000 -0.47421000 0.14616000 0.04777200 -0.43153000 0.07391200 -0.23220000 -0.54658000 -0.50416000 0.07621400 0.04734600 0.04734600 -0.52976000 -0.00172520 -0.00172520 -0.51974000 -0.51974000 -0.56773000 -0.56773000 -0.56773000 -0.56161000 0.03024700 -0.00025451 -0.50654000 0.02574800 -0.45184000 -0.45184000 -0.52925000 -0.50292000 -0.50292000 -0.01882700 -0.47801000 -0.55846000 -0.61848000 0.01343000 0.00000000 -0.56271000 -0.56271000 0.09850300 0.04465200 0.04834000 -0.43099000 0.13932000 0.03475500 -0.52342000 -0.54571000 -0.54571000 -0.56340000 -0.54375000 -0.53047000 -0.22999000 -0.22999000 -0.23220000 0.000 0.000 -0.100 -0.100 0.000 0.000 -0.145 0.000 0.000 -0.350 0.103 0.000 0.000 -0.474 -0.474 0.000 0.000 0.000 0.000 -0.432 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.568 -0.568 0.000 0.000 0.000 0.000 0.000 -0.452 -0.529 0.000 -0.503 -0.503 -0.230 -0.230 0.000 0.000 -0.100 -0.100 0.000 0.000 -0.145 0.000 0.000 -0.350 0.103 0.000 0.000 -0.474 -0.474 0.000 0.000 0.000 0.000 -0.432 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.568 -0.568 0.000 0.000 0.000 0.000 0.000 -0.452 -0.529 0.000 -0.503 -0.503 -0.230 -0.230 10.7805200 0.2631546 10.3771465 4.4855685 9.8481412 11.4003705 10.9496792 12.3027832 12.1573649 9.8518933 10.6785684 11.7793712 7.4430878 11.4881852 10.8821759 11.4146181 5.2648291 13.4496561 7.9659285 11.1018574 10.7942352 11.2556450 10.8254211 12.6665352 12.4041320 12.6459828 -1.3219281 -0.3217478 9.3655919 12.3707227 10.4955996 11.9282184 11.3431079 2.7656833 11.7318027 10.7304446 13.7805188 11.1773146 8.1740713 10.1534430 9.5828508 12.0409819 10.2039522 7.6059943 10.6008006 9.7913072 3.6324078 11.3603329 9.3638411 11.0594887 11.7193620 3.2631847 10.6608533 9.2308853 4.4595759 9.6287721 6.5485815 9.3301649 0.2631546 9.5126871 11.7746019 11.1018574 11.0673097 10.2650560 11.3191389 11.9397235 7.4919974 7.9403112 8.9752814 10.3825522 9.9064337 4.5361959 10.3238746 11.9049294 9.1437827 11.7394186 9.9034237 11.3016405 9.7368844 10.1784606 7.4464002 9.7939102 10.8358789 6.0445384 4.9819987 6.7971570 8.8976510 10.0040838 10.3020977 7.8456343 10.6936312 4.6089511 TCGA-CR-7376 83 0 NA 972 head and neck stage iii t2 n1 m0 male 2009 NA no head and neck squamous cell carcinoma 54 1943 1 white not hispanic or latino 3 1 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 5 0 0 1.837924e-06 4.854895e-07 11.12908921 0.97239857 10.03891186 6.26392830 7.76462217 10.54791334 5.25777628 8.06336865 8.71159230 16.74174708 7.39303602 8.12550388 7.23290151 4.45349783 9.54539003 7.55983898 5.05983546 5.20759226 4.40977787 8.28827827 2.38741769 -0.02767496 13.00074065 8.22030141 11.76719606 -1.61263746 10.16507783 10.69631938 10.63741390 11.35211346 2.47487729 -1.61263746 5.99474263 9.30427625 -0.61263746 NA 13.85253155 7.29430185 8.67144907 11.95572404 10.37325353 8.77435188 11.24150076 5.05983546 NA 13.40291377 12.28535156 9.04651562 1.38741769 11.33230665 5.31067821 12.56366267 7.30030130 7.98732428 -0.02767496 -0.61263746 -0.02767496 2.08783620 -0.61263746 15.95272055 16.48750662 9.55608372 13.17368123 1.55733656 7.34451341 10.34160788 0.38736254 5.39863768 9.16548866 10.75891599 3.08285584 17.71690795 13.38657482 NA 4.53715937 4.79680019 11.90938003 10.11788176 6.70482356 12.03607702 9.64950643 15.68907747 9.18588339 4.36469148 4.53715937 10.42049040 10.21792681 8.50635281 11.77103761 9.38459102 11.61292032 13.07440447 2.08783620 8.59564613 11.68833608 5.56732031 NA 0.70937887 5.63533940 6.91488857 9.64774316 11.04718452 4.08785316 5.37609586 0.70937887 7.33577889 NA 11.29617948 1.55733656 12.41445365 10.08256595 11.07915514 8.08611605 13.31073908 5.28222850 8.05629685 11.27938511 9.22818954 9.30030085 10.50794752 10.13686208 13.52255972 12.15652625 2.29431196 10.45484593 8.19958892 9.18669318 12.34868039 8.11703213 12.61720677 9.27995433 1.97236181 10.26316096 3.70933475 -0.00128310 -0.00128310 -0.02698800 0.00000000 -0.00470790 -0.00470790 0.00166420 0.00166420 -0.15464000 0.24348000 0.30282000 0.00180300 -0.19273000 1.19700000 0.07124800 0.00027728 -0.00081350 0.00152550 0.00018120 -0.00581400 -0.00581400 0.00255530 0.00319100 -0.00083160 -0.00083160 -0.00124730 -0.00083160 -0.00083160 0.01042400 0.00180300 0.00180300 0.00180300 -0.00128310 -0.00128310 -0.00128310 -0.02698800 -0.02698800 -0.02698800 -0.02698800 -0.00432870 -0.00432870 -0.00432870 -0.00432870 0.00000000 0.00000000 0.00000000 0.01586600 0.00166420 0.00166420 -0.15464000 -0.19273000 -0.30909000 -0.00062963 -0.00062963 -0.00062963 0.00027728 -0.00081350 0.00018120 -0.00581400 -0.00581400 0.00069327 0.00069327 0.00194180 0.00555290 0.00555290 0.00319100 0.00319100 -0.00083160 -0.00083160 -0.00124730 -0.00124730 0.01140000 0.01042400 0.01042400 0.01042400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.089 0.243 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.089 0.243 0.000 0.000 0.000 0.000 11.9728437 -0.6126375 10.3724530 8.4440491 11.2731079 11.5485403 11.0265261 11.1358141 11.7240576 11.0562966 10.3475692 11.6341522 10.0416000 11.1091196 11.7601406 10.6026412 3.7064532 11.7710376 10.3782247 11.6129203 10.7311525 10.9077847 11.0721865 12.4528395 12.3225767 8.0039603 -0.6126375 1.8468343 9.7727347 10.1326658 11.02494211 11.92487269 12.04807608 3.34160155 11.86073682 10.50343063 14.61639897 9.40977935 8.80737167 8.62103132 9.37964175 11.95572404 8.95532007 7.91097365 10.16507783 8.11873088 4.40977787 11.19033182 8.60779005 10.47122334 13.40291377 2.97238019 10.59869152 9.55608372 5.38741080 8.37325364 1.84683427 10.27767586 -1.61263746 9.75864380 10.75755411 11.61292032 13.07440447 10.92560050 11.68833608 11.50926883 -0.02767496 3.14229906 9.15882677 11.63162676 8.46021423 6.38176442 11.29617948 11.59213557 11.07915514 11.37627378 10.27577428 10.10594451 11.00258144 10.50794752 6.99474150 9.81577170 11.44286353 3.77973249 0.38736254 7.11192541 10.13511785 9.78722348 10.35175243 7.43726020 10.70227798 5.34160866 TCGA-CR-7377 58 1 279 NA head and neck stage iva t4a n2c m0 male 2008 NA no head and neck squamous cell carcinoma 80 1968 3 white not hispanic or latino 3 1 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.641171e-06 1.456468e-06 10.8227855 NA 10.4453609 4.9614566 6.0930509 10.3626218 6.9328041 7.7169422 8.7360196 16.4418023 7.4370063 8.0985896 7.1999667 0.8076846 9.4112756 9.1096027 4.7676071 6.6804777 5.0856329 9.3820535 1.8076434 NA 10.0234249 9.7163421 11.6206287 NA 10.5685355 10.9216518 10.6609588 10.8836631 1.2930761 NA 5.7431083 9.0138042 -1.5141610 NA 13.3803495 6.2866206 8.8929890 11.6246329 9.6233528 7.3835669 11.5563453 3.6556495 NA 13.5158710 13.2053239 8.7181421 3.9775730 11.7589340 6.5463636 11.7345382 8.0383901 6.8993497 -0.5143671 NA -0.5143671 3.7336472 1.6556266 16.0233109 16.3980785 10.4630010 12.8829947 0.0706641 6.7431096 11.3372750 1.8076434 4.1295798 9.0412690 12.0663331 2.0706984 18.1162780 12.7747314 NA 3.1861677 5.0403095 12.0507042 10.7166423 5.2670825 11.2015823 9.8460195 16.0121593 9.3843225 4.2406120 4.9451535 11.1082306 10.1774646 8.4913457 11.8045238 8.5968569 11.2541123 12.3982363 1.9451582 8.7711233 11.2474802 5.2406082 NA -1.5141610 5.7711223 5.9775753 9.6137154 10.6684259 3.2930761 4.5731867 NA 7.2637988 -1.5141610 11.4585215 -0.5143671 12.9445763 9.4116315 11.2093821 7.5301152 13.4392811 2.0706984 8.2978985 11.5141453 9.8171979 9.6550199 10.2779990 9.2785115 12.3255155 11.8961725 2.4857102 9.5725208 7.7872176 8.1722215 12.0767760 8.0479636 12.6111346 8.7883601 1.0706641 10.9353857 2.3926197 0.00249690 0.00249690 0.21883000 -0.01271300 0.00144230 0.00144230 0.10278000 0.00057810 -0.22687000 0.19710000 0.19710000 -0.00774820 -0.00774820 -0.00774820 -0.00774820 0.00388540 0.67474000 0.84179000 -0.10300000 -0.00478210 -0.00478210 0.00610900 -0.06723600 0.04741000 -0.20363000 -0.19199000 0.13169000 0.13169000 -0.00899060 0.00000000 0.00000000 -0.07521100 0.00249690 0.00249690 0.00249690 -0.21948000 -0.21948000 -0.21948000 -0.21948000 -0.00193990 -0.00193990 -0.00193990 -0.00193990 -0.21904000 -0.21904000 -0.06007600 -0.02288100 0.00057810 0.00057810 -0.22687000 -0.00774820 -0.00774820 -0.23276000 0.56454000 0.00222510 0.00388540 -0.21453000 0.00736090 -0.00478210 -0.00478210 0.21745000 0.21525000 0.00610900 0.00583090 0.00583090 -0.06723600 -0.06723600 -0.20363000 -0.20363000 -0.24224000 -0.03558500 -0.00526100 -0.00013862 -0.00013862 -0.00013862 0.000 0.000 0.000 -0.215 -0.103 0.000 0.000 0.227 0.000 0.000 0.000 0.000 0.000 0.000 -0.204 -0.192 -0.192 0.000 0.000 0.132 0.132 0.000 0.000 0.000 0.000 -0.219 0.219 0.000 0.000 0.000 0.000 0.000 0.000 0.102 0.000 -0.030 0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.215 -0.103 0.000 0.000 0.227 0.000 0.000 0.000 0.000 0.000 0.000 -0.204 -0.192 -0.192 0.000 0.000 0.132 0.132 0.000 0.000 0.000 0.000 -0.219 0.219 0.000 0.000 0.000 0.000 0.000 0.000 0.102 0.000 -0.030 0.197 0.000 0.000 0.000 0.000 11.6384813 -0.5143671 10.2227488 7.3027047 10.9947539 11.7790333 11.1861609 11.6421203 10.4127583 10.4012272 10.8191561 11.6482698 9.1861608 11.7360196 11.4588804 10.3843226 4.6269063 11.8045238 9.6829379 11.2541123 10.7492838 10.5136271 11.1272085 12.7619779 12.7548194 8.2016834 0.4857359 1.8076434 8.9805769 9.7872174 10.9885530 12.6593983 11.9146047 1.6556266 11.5957150 10.8076492 14.2608412 9.6335620 8.4090485 8.4529475 9.4428233 11.7241259 9.3442695 7.8866007 10.4424603 9.0460539 5.0856329 10.9642380 8.5011362 8.8833957 13.5158710 3.6556495 10.5718574 10.4630010 5.4045830 7.8366601 2.4857102 9.8596738 0.4857359 9.2016831 9.2890450 11.2541123 12.3982363 11.5881890 11.2474802 11.8282126 1.0706641 5.0403095 8.7664918 11.8120102 8.2637983 4.8780386 11.4585215 11.3456441 11.2093821 12.1668497 10.2748472 9.8233430 10.4744058 10.2779990 6.5464176 10.1844259 10.9783255 6.3865885 2.0706984 6.9410488 9.5603376 10.1027294 9.9472006 7.9077860 10.3213768 5.0092845 TCGA-CR-7379 78 0 NA 1036 head and neck stage iva t4a n2b m0 female 2009 NA yes head and neck squamous cell carcinoma 0.71 NA 2 white not hispanic or latino 1 3 NA NA 3 1 3 1 4 1 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 3.849238e-06 1.90728e-06 10.8111068 NA 10.3371935 3.8069220 4.9064625 10.5156655 3.8069220 5.0351972 8.7517850 15.1212508 7.8773160 8.3953199 7.5541606 NA 9.8469422 8.9303089 4.4325319 3.0699599 6.9208173 9.2360642 1.4850146 1.2626136 11.9629012 8.2379762 11.5205830 1.8475560 10.6695196 10.4663618 10.8500710 10.8940862 1.2626136 -1.3222888 5.1039088 8.5540378 -1.3222888 5.3069986 11.9798540 6.4325302 9.9632191 11.3304885 8.6606370 6.9537681 11.8175145 4.7437304 NA 13.0063184 11.6170390 8.1794807 -1.3222888 11.8159153 10.2020432 11.7497761 5.7329258 5.1039088 0.6776210 -0.3222888 NA 0.6776210 0.9995671 14.2267305 14.3224895 10.0213844 13.4994175 1.2626136 4.5845356 11.9466240 -0.3222888 1.8475560 9.6455902 11.0318928 1.4850146 18.9787612 11.2346284 8.1513494 2.6776435 -0.3222888 11.7946372 8.7369880 8.2756962 11.0066549 10.5231335 15.6020269 9.3806818 6.9950559 5.7000124 10.9636236 9.9178385 7.6434276 11.6174027 8.9052594 11.4544877 12.1974026 2.6776435 8.5293927 10.8733233 8.4639130 NA NA 4.7000124 6.5293931 9.5709450 9.5160595 1.4850146 1.2626136 5.1205883 2.1370772 NA 10.6818639 5.3918880 13.0241572 9.3290271 10.5841584 5.2626060 13.1484930 5.4590020 8.1634726 11.0933853 9.1226582 9.4157356 9.9539540 10.7551268 12.0928571 11.9879723 1.8475560 10.3412016 6.1288543 8.3268995 12.8615114 8.4191103 12.0234645 9.1962967 1.8475560 11.0553963 -0.3222888 0.0000000 -0.0065050 0.3507200 0.2445100 -0.0683380 -0.0683380 0.6788200 -0.0338800 0.2119200 0.8601700 1.5345000 -0.0183530 -0.0183530 -0.0204120 0.1202000 -0.0110600 0.5415300 0.2068700 0.2068700 0.0652260 -0.2857200 0.2254500 -0.0381700 -0.0022168 -0.0022168 -0.0011087 -0.1001400 0.2482500 0.0325840 0.0881130 0.1276700 0.0890280 0.0000000 0.0000000 -0.0234630 -0.1720200 -0.1720200 -0.1720200 -0.1720200 -0.0045695 -0.0045695 -0.0045695 -0.0187950 -0.2835800 -0.2835800 -0.3312300 -0.0683380 -0.0338800 -0.0726750 0.1786000 -0.0183530 -0.0292540 -0.2059700 0.0322810 0.0322810 -0.0622260 -0.0372180 0.2068700 -0.2909400 -0.2909400 0.1796600 0.1796600 0.2254500 0.2177600 0.2177600 -0.0381700 -0.0607480 -0.2944900 -0.2944900 -0.0011087 -0.0011087 0.0520990 0.0597940 0.0597940 0.0325840 0.000 0.000 0.000 0.000 0.207 0.207 -0.286 0.180 0.225 0.218 0.218 0.000 0.000 0.000 0.000 0.000 0.000 0.128 0.128 -0.100 0.148 0.000 -0.122 0.000 0.000 -0.162 0.000 0.000 0.000 0.241 -0.042 0.000 0.000 0.000 0.000 0.212 0.619 0.000 0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.207 0.207 -0.286 0.180 0.225 0.218 0.218 0.000 0.000 0.000 0.000 0.000 0.000 0.128 0.128 -0.100 0.148 0.000 -0.122 0.000 0.000 -0.162 0.000 0.000 0.000 0.241 -0.042 0.000 0.000 0.000 0.000 0.212 0.619 0.000 0.120 0.000 0.000 11.4645257 NA 10.1502480 7.0130334 11.8848104 12.3398557 10.0553963 10.7651063 9.8656140 9.5875366 11.0255416 12.4391947 7.5633397 11.1556546 11.8614339 10.4590032 4.9720814 11.6174027 8.9984440 11.4544877 11.1500805 9.9831353 10.6815127 12.7215816 12.9663438 6.9995716 NA 0.9995671 9.4038616 10.2992376 11.0382163 12.1190315 11.3104115 -0.3222888 11.5028010 11.4174241 14.3189033 9.1267922 6.3711302 8.8870969 9.0817207 12.1165653 9.9613106 7.7383396 10.2374985 9.0428722 6.9208173 11.1411679 8.0461500 9.4946270 13.0063184 1.2626136 10.1360501 10.0213844 4.8475660 7.2206753 2.8475761 10.2384539 -1.3222888 8.1185129 9.0329945 11.4544877 12.1974026 11.5299779 10.8733233 12.0349206 0.2625534 -0.3222888 8.5308441 9.9273495 7.7356352 2.6776435 10.6818639 11.9237903 10.5841584 12.1929737 10.9088647 10.5356244 10.1355373 9.9539540 6.7491065 9.9373868 10.6804585 2.5845296 0.6776210 4.2322310 7.3837941 10.2182559 9.9379751 7.0351950 9.9882562 4.8870963 TCGA-CR-7380 58 1 606 NA head and neck stage ivb t4b n0 NA male 2010 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 6 NA NA 3 3 3 3 4 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.739548e-06 8.322677e-07 9.4171251 NA 10.2223785 2.4523846 5.2967400 10.5321176 2.5779242 5.1427075 8.9759523 16.0922554 7.4108117 8.6386173 6.7611430 NA 8.9572997 9.3001597 5.2967400 5.3505114 7.5628148 7.1222420 NA NA 11.5882163 4.7478439 11.8258489 1.3148705 10.4202716 10.7615567 10.1099525 10.4207954 1.3148705 1.0905825 4.5165195 9.1378465 NA NA 13.2474708 5.9471542 9.2229794 11.6298100 8.2620854 6.8067404 10.3981003 2.5779242 NA 12.2295710 14.4482860 8.6021376 NA 12.1032790 9.0749081 12.6425518 7.9529608 8.5007535 -1.0069416 -1.0069416 -1.0069416 NA 1.9929497 14.8150023 15.7176131 10.1678845 12.9296888 NA 5.5928726 12.0208648 NA 1.8003305 8.5417808 11.1843265 0.5779242 19.2037360 11.4531587 NA 3.4523846 1.5779242 11.7845287 8.5165207 5.7478466 11.6524330 10.3917025 16.2456797 9.4747583 6.6295839 3.6933977 11.4044698 9.9802229 6.6864459 12.9625864 9.4585251 11.5342975 12.4142347 NA 8.2550536 11.7170463 5.5628133 1.8003305 4.3852792 5.7344251 6.4359019 9.3058417 9.7461755 0.5779242 1.9929497 4.2783640 8.0400825 NA 11.4168626 NA 13.3593493 9.9301119 11.4727391 5.9929587 13.0441678 6.5628148 8.3831280 11.1678845 9.9716693 9.7784113 10.2924301 7.1427055 11.5089050 11.4843109 0.5779242 11.1076772 6.6002891 8.7123478 11.7174727 8.7361103 12.0111590 9.0139387 NA 11.3978343 1.9929497 -0.038066 2.002800 0.290420 0.236280 -0.045770 -0.045770 1.488200 0.000000 -0.407050 0.256360 0.256360 0.058795 0.058795 0.229160 0.229160 0.138350 2.260100 0.082334 -0.047690 0.242800 0.242800 0.242640 -0.007472 -0.042788 -0.042788 -0.076545 0.222250 0.222250 0.278370 -0.398970 0.041034 0.041034 -0.016429 -0.050235 -0.376730 -0.392300 -0.373580 -0.373580 -0.373580 -0.068663 -0.016535 0.360350 -0.345610 -0.030331 -0.030331 0.010006 -0.060883 0.000000 -0.035176 -0.407050 0.058795 0.229160 -0.318440 -0.318440 -0.031496 0.083902 -0.380330 -0.056787 0.242800 0.242800 0.138950 0.745750 0.242640 0.189040 0.168790 -0.007472 -0.022509 -0.042788 -0.042788 -0.076545 -0.079595 -0.054016 -0.283120 -0.267450 0.278370 -0.318 0.000 0.000 -0.380 0.000 0.000 0.243 0.760 0.243 0.207 0.207 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.222 0.222 0.000 0.000 0.260 0.000 -0.374 -0.374 0.000 0.000 0.236 0.000 0.000 0.266 1.488 0.000 -0.407 0.256 0.000 0.170 -0.267 0.011 -0.318 0.000 0.000 -0.380 0.000 0.000 0.243 0.760 0.243 0.207 0.207 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.222 0.222 0.000 0.000 0.260 0.000 -0.374 -0.374 0.000 0.000 0.236 0.000 0.000 0.266 1.488 0.000 -0.407 0.256 0.000 0.170 -0.267 0.011 11.372337 NA 10.227884 6.332808 11.399430 14.172436 11.214244 11.712348 9.665384 10.240886 12.089674 11.927203 8.539853 11.356820 10.065761 10.316014 4.183177 12.962586 9.376663 11.534297 11.176904 10.167260 9.987312 12.469867 12.697619 9.204847 NA 4.385279 9.588216 9.475767 10.326673286 12.594961685 11.019828031 1.800330473 11.179382597 10.714485260 15.698739011 10.399163829 7.398100641 8.500753463 9.179073080 11.829600973 9.390932888 6.819507251 10.106049760 8.165386405 7.562814809 11.953503847 8.408700399 8.419223689 12.229571040 -1.006941609 10.584481146 10.167884500 6.026381794 6.629583936 -1.006941609 10.119663277 NA 9.751182001 8.122241999 11.534297483 12.414234733 11.646699598 11.717046306 11.840603476 4.452391166 NA 7.764448338 10.069774388 6.734426472 4.314885006 11.416862590 11.570387646 11.472739064 11.043147617 9.766922242 9.944243530 9.652954649 10.292430118 7.142705460 10.191403865 10.659626701 3.747849246 -0.007086582 2.577924245 7.695789250 10.366911522 11.029132457 7.981643767 10.108652778 4.419222003 TCGA-CR-7382 49 0 NA 796 head and neck stage iva t2 n2c m0 male 2008 NA yes head and neck squamous cell carcinoma NA NA 8 white not hispanic or latino 3 1 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 4 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 2.531481e-06 7.975899e-07 13.93186466 NA 10.22054411 3.54201036 6.99789754 10.72541602 2.23945915 7.96009579 8.34797696 16.01794749 6.98002073 8.20754346 7.09078570 -0.08253005 10.17609048 9.04078369 4.77068635 3.75882549 4.44108504 8.80626766 0.91754633 -0.08253005 9.63177002 12.08421063 11.48500526 4.39865136 10.30230820 10.64997456 10.59406926 10.68681136 1.79198073 0.33250745 6.39325830 9.32958625 NA NA 12.64487773 7.57811451 9.20516766 11.89968621 10.01906248 7.72273104 11.60066532 5.96918734 NA 13.52889515 12.37285170 8.67129833 0.91754633 8.80220388 7.65968770 11.38053791 7.54201500 7.23945246 -0.66749255 NA -0.66749255 1.79198073 0.91754633 15.43009130 15.74377503 12.59487783 13.11918897 0.65452720 6.80016737 11.08368754 0.33250745 4.08744587 8.95735747 10.36322913 1.91750814 15.85443075 12.79914832 NA 4.33256473 3.79199114 11.65702385 10.45052969 7.65448996 12.06664813 9.72057928 15.95799972 9.40670354 2.85612918 4.65449283 10.37319414 11.07613416 7.98540707 11.51733973 10.35041426 12.48270593 12.26126541 -1.66749255 8.35770154 11.48357850 4.54201655 NA NA 5.82441401 6.26329925 9.33607982 10.59436305 3.58049526 3.13991147 NA NA NA 11.02277823 0.33250745 12.69354620 10.85384590 10.88978631 8.75357479 13.39524059 5.11392132 7.73770366 11.39663106 11.54216764 9.12860170 10.17617290 8.82140633 12.95963982 12.91951903 2.91752723 10.94888106 7.87365881 8.94174076 12.04293795 8.26033999 11.37148094 9.07149856 -1.66749255 8.66123690 2.23945915 0.00152550 0.00152550 -0.00069303 -0.00180140 0.00000000 0.00000000 0.40894000 -0.00816240 0.18768000 0.18768000 0.18768000 0.19999000 0.20228000 0.03340800 0.03340800 0.40744000 -0.00401620 -0.00055444 -0.00055444 -0.00069303 -0.00622860 0.00291330 0.00402430 -0.00443120 -0.00443120 0.00444110 0.00638710 0.00638710 0.02290400 0.00295890 0.00485790 -0.00772650 0.00152550 0.00152550 0.00152550 -0.00069303 -0.00069303 -0.00069303 -0.00069303 -0.02507200 -0.02507200 -0.02507200 -0.02507200 -0.00180140 -0.00180140 -0.00180140 0.00000000 -0.00816240 -0.00816240 0.18768000 -0.41146000 0.03340800 -0.13959000 -0.13959000 -0.00152430 0.83522000 -0.00401620 -0.00055444 -0.00069303 -0.00069303 -0.00231980 0.00346870 0.00291330 -0.00079552 0.01810300 0.00402430 0.00402430 -0.00443120 -0.00443120 0.00444110 0.00444110 -0.00387790 0.03542700 0.03542700 0.02791900 -0.138 0.000 0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.000 0.188 0.188 0.000 0.000 0.000 0.000 -0.138 0.000 0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.000 0.188 0.188 0.000 0.000 0.000 0.000 11.8784917 -1.6674926 9.5921346 9.5037387 11.6008116 12.5070040 9.7603986 10.4870637 10.2322966 10.5432333 9.9422025 11.1188316 10.0853608 11.0461633 10.5643831 11.5502168 4.1532541 11.5173397 10.1788359 12.4827059 10.8534261 10.6340582 10.4160081 12.1293905 12.6538094 8.6098495 0.3325074 2.9175272 9.5316209 10.6107210 10.846783 12.095671 9.972807 2.332565 11.761969 10.796597 13.692688 6.994340 8.188987 7.735574 8.875594 11.084315 9.625459 7.466988 11.192873 8.548095 4.441085 11.020594 8.819397 8.827418 13.528895 2.033018 10.324792 12.594878 3.824411 7.889068 3.087446 10.482944 1.654481 9.530393 11.792250 12.482706 12.261265 11.211379 11.483578 12.240579 5.275078 4.482306 9.401736 11.196361 7.146344 5.376957 11.022778 11.871236 10.889786 11.367017 10.195974 10.021686 11.565283 10.176173 7.292564 10.119648 11.623157 6.100746 2.502483 2.502483 9.674409 10.066848 10.234183 6.856124 10.085779 5.816377 TCGA-CR-7383 79 1 521 NA head and neck stage i t1 n0 m0 female 2008 NA no head and neck squamous cell carcinoma 110 1954 0 white not hispanic or latino 2 1 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 3.398426e-06 1.075012e-06 10.6319487 NA 10.9648718 4.4854848 5.8888382 10.3446667 3.4381731 6.7649061 8.7756501 16.2094128 6.0548485 8.2911744 7.4970710 1.7011942 9.4426784 8.9835275 4.5536554 6.6450286 4.6605693 8.7980729 2.2317396 NA 10.8918592 5.8622034 10.2001713 NA 9.7149217 10.6550844 10.7661038 10.2773807 1.5312692 NA 4.4854848 8.1121481 NA NA 14.1499013 6.8441697 10.0395764 10.7183291 8.7383007 7.5838545 10.3085417 5.7886753 -0.4687308 13.2411779 12.4598973 8.5157050 2.1162649 11.1843554 5.0936827 11.1540246 7.7136807 6.8666768 0.1162317 -1.4687308 -1.4687308 0.5312692 2.8532172 15.7256391 15.5840163 10.3269202 11.5500082 -1.4687308 5.2177852 10.8921335 0.1162317 2.8532172 8.7992434 12.2464976 0.5312692 18.2135884 12.0154799 NA 4.0231400 4.2592047 12.3223475 10.3438648 5.3641767 10.4299595 10.8495467 15.8111508 8.8430348 6.0311327 4.3126434 11.6537908 10.4778272 5.2592084 12.7363144 8.6266833 11.1581362 11.0039772 -0.4687308 8.7074596 10.7625075 5.8074116 NA NA 4.2317242 6.8888382 8.5660853 9.9501931 2.5312941 3.7407441 NA 7.7087059 0.5312692 10.5142799 -0.4687308 12.5582420 9.5463946 11.0133380 5.8976083 13.6609719 5.3386419 8.1218733 11.4664514 8.4767300 8.9268205 9.9958372 7.5811350 12.8414021 11.3592244 1.5312692 9.4501495 7.0311327 8.7732695 11.0047385 8.6669955 11.5164167 8.5071342 2.5312941 9.2752793 3.0548485 0.3846900 0.3846900 0.2562100 0.2219100 -0.0313590 0.0147490 -0.2561100 0.2378300 -0.2727200 0.2942700 0.4973500 -0.2769100 -0.2769100 0.0331270 -0.0257680 -0.2460600 3.3576000 0.1608500 3.6569000 -0.2759500 -0.2759500 -0.0022168 0.1930800 0.0125160 0.1021800 0.0972520 -0.2645600 0.2451300 0.6289700 -0.0026322 -0.0026322 -0.0026322 0.3846900 0.3846900 0.3846900 -0.2596200 -0.2596200 -0.2624500 -0.2648000 -0.2477600 -0.2656400 -0.2656400 0.8431700 0.2219100 0.0000000 0.0000000 -0.0313590 0.2378300 0.2373600 -0.2727200 -0.8135900 0.0086709 -0.2744000 -0.2744000 -0.2136700 -0.2460600 -0.2897600 -0.2734400 0.2459100 0.2459100 0.4440900 0.4440900 -0.0048461 0.0846430 0.0846430 0.1930800 0.2283900 -0.2370400 -0.4024100 0.0972520 0.1219600 0.0539480 -0.5956500 -0.5861800 0.6257000 -0.214 -0.214 -0.015 0.231 0.161 0.161 -0.276 0.444 0.000 -0.270 0.000 0.193 0.193 0.000 0.000 0.000 0.000 0.000 0.000 -0.265 0.245 0.000 0.234 0.363 0.363 -0.260 -0.003 -0.248 -0.266 0.222 0.000 0.000 0.000 0.000 0.000 0.022 0.294 -0.277 0.000 -0.586 -0.425 -0.214 -0.214 -0.015 0.231 0.161 0.161 -0.276 0.444 0.000 -0.270 0.000 0.193 0.193 0.000 0.000 0.000 0.000 0.000 0.000 -0.265 0.245 0.000 0.234 0.363 0.363 -0.260 -0.003 -0.248 -0.266 0.222 0.000 0.000 0.000 0.000 0.000 0.022 0.294 -0.277 0.000 -0.586 -0.425 11.0772162 NA 9.6280080 5.1459953 11.0509226 8.8097360 10.0445205 10.6391573 9.8750273 9.7833604 13.0394525 10.7238874 8.3289477 10.5042661 11.6291539 12.5515719 4.7587562 12.7363144 9.2299911 11.1581362 10.0065132 10.0572965 10.3446667 13.4169093 13.0226384 8.9606930 0.5312692 0.5312692 8.8532144 9.1284079 10.9755248 12.4742590 11.1302693 0.8531973 11.0677764 11.7922059 13.7475752 9.5390145 7.3354172 8.2125246 7.9907178 10.9674774 9.7704731 7.6398110 10.4445498 9.8683506 4.6605693 10.4999532 9.0321281 8.7589024 13.2411779 3.5312816 10.8753048 10.3269202 5.7211101 7.7886740 3.2317242 10.0110666 0.5312692 9.7068360 9.5695196 11.1581362 11.0039772 11.3665473 10.7625075 10.7631075 5.8441697 8.5057008 8.0370977 11.3265143 7.6936779 8.9669567 10.5142799 10.8198641 11.0133380 12.4525694 11.0599847 10.1072983 9.6087697 9.9958372 8.4590643 10.8056645 10.3717575 4.6187496 -1.4687308 4.2592047 9.5196089 9.2116460 9.6528199 7.3610094 9.8195757 5.2177852 TCGA-CR-7385 42 0 NA 997 head and neck NA t1 nx m0 male 2008 NA yes head and neck squamous cell carcinoma 0.01685 1987 NA white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421791e-06 4.161338e-07 9.7345765 NA 10.6000779 0.4503799 2.2576745 10.5110268 10.5873220 7.3390741 8.9914275 15.1780652 6.9179365 6.8849593 8.2832208 NA 9.5847572 8.7767604 5.9738936 7.2958213 11.3553417 9.4088836 4.0941854 NA 4.7357334 4.3083099 11.6438562 -0.5496201 10.4885640 10.8813060 11.0216094 10.7247090 NA 0.4503799 3.2576896 9.3837412 3.1507709 NA 14.3455274 4.4045285 9.5640731 11.4930162 8.4726986 4.4503337 12.7115443 4.8078804 NA 11.6370641 13.4028901 8.7722588 5.4045285 12.3050045 11.2719653 12.2952327 4.3572212 6.6597847 NA NA -0.5496201 2.2576745 2.7722657 13.6057025 14.0635902 9.2479923 13.0440721 NA 5.0352940 9.7868374 2.0353072 1.7722657 9.5444085 11.5546019 4.0959160 18.6043826 12.2514329 4.9097635 2.0353072 1.4503271 11.7846041 8.3602238 4.1507709 11.3696747 9.9501768 15.0230977 9.1628578 4.0352896 3.1507709 10.7563925 10.2926812 6.2832217 12.4171967 9.4740851 11.3152908 12.7997503 0.4503799 8.2989538 11.6155519 2.9097539 1.0352720 NA 5.5588554 7.0723824 9.8155597 9.8210182 2.4503271 3.5377930 NA 8.4446845 NA 10.6395377 7.1850409 13.1988382 9.7699917 10.9802493 2.0353072 13.4147620 3.6202580 9.2863813 10.6982583 10.2398645 9.5705686 9.9392956 10.9220060 9.3557178 9.6127222 1.4503271 11.2451528 5.8078830 8.6026157 11.6032494 8.2018749 11.4527943 8.5430879 NA 11.2214076 1.0352720 0.00903120 -0.36050000 0.97729000 0.02328600 -0.00207840 -0.00207840 -0.00360110 -0.00360110 0.01405100 0.01405100 0.01405100 0.00638710 -0.00047512 -0.00047512 0.00972760 -0.49152000 0.01279500 0.01978300 0.01978300 -0.33606000 -0.33606000 0.00861350 -0.06986700 0.00000000 0.00000000 -0.01958900 0.00708260 0.00708260 -0.06843800 0.00203550 0.00444110 0.00444110 0.00903120 0.00903120 -0.06745800 -0.00360110 -0.00360110 -0.00360110 -0.00539920 -0.07067000 -0.07067000 -0.07067000 -0.07067000 0.02328600 0.02328600 0.02328600 -0.00207840 -0.00360110 -0.51451000 0.01405100 -0.00047512 -0.00047512 -0.02685100 -0.02685100 -0.02685100 -0.49936000 -0.50183000 0.01978300 -0.50258000 -0.50258000 0.00833510 0.00833510 0.00861350 0.00138680 0.00138680 -0.06986700 -0.51001000 0.00000000 0.00138680 -0.01958900 -0.01958900 -0.02397700 -0.03653800 -0.03653800 -0.03653800 0.000 0.000 -0.492 0.000 0.000 0.000 -0.336 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 0.000 0.000 -0.336 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.940179 NA 10.020585 6.834035 10.068716 10.869749 12.515579 12.275886 8.108542 10.390644 10.691718 11.006358 9.092382 11.062739 12.803753 11.559182 4.448524 12.417197 6.650003 11.315291 10.990459 10.662827 11.209387 12.414083 12.647855 11.713307 NA 2.620258 9.708897 10.399428 11.1761231 11.6383014 10.4726987 0.4503799 11.8557383 10.4016155 15.5445997 8.9077118 8.7879528 7.9260641 9.3405952 12.6948255 9.9286960 8.7426523 9.1816500 9.1049669 11.3553417 11.3587234 9.9660307 9.0182870 11.6370641 4.4503337 9.9471846 9.2479923 6.0650402 7.5949889 -0.5496201 9.9561423 1.7722657 9.0815079 9.3405952 11.3152908 12.7997503 11.1004850 11.6155519 10.6940999 NA NA 8.7077187 9.8144655 9.4629554 4.0941854 10.6395377 11.3020798 10.9802493 12.3538361 10.5853988 10.3075343 8.7654804 9.9392956 6.9260647 10.1662928 10.0687164 5.0941854 2.2576745 9.7890672 9.9212133 10.1680073 10.2325100 8.4103326 10.0576612 6.5898818 TCGA-CR-7386 69 0 NA 1430 head and neck stage iva t4a n2c m0 male 2008 NA yes head and neck squamous cell carcinoma 54 1956 4 white not hispanic or latino 3 6 NA NA 1 1 3 1 4 1 0 0 0 0 5 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 5.375062e-06 2.080669e-06 10.1728276 NA 10.5594715 6.7744089 7.9043390 9.8317906 3.7819472 6.9249004 8.7458017 17.2312576 7.6063704 8.5390545 7.0361835 NA 9.2054084 8.8299748 5.0298681 6.8190320 8.3107218 9.3326889 0.7819052 -0.8031412 13.3546424 8.1885013 11.3107218 3.2844401 10.1756901 10.5898337 10.2717902 11.0661879 3.1969847 NA 5.7968936 9.2823193 NA NA 13.7688508 8.2495477 8.9601920 11.4855574 9.8052346 8.3818548 10.9713549 3.0043396 NA 12.8174286 13.2314348 8.5763581 NA 12.2116976 14.1741607 12.9833514 6.6232450 6.4731034 0.1969847 NA 0.1969847 2.0043216 -0.8031412 16.0912021 16.5747833 10.4841149 12.9707370 NA 5.2413750 10.6300435 1.5188876 4.1969768 8.8640911 10.9155125 3.0499792 19.0291543 12.5888945 NA 4.8408358 3.1969847 11.9960589 9.0857229 5.5189065 10.9563478 10.1511760 15.8794531 8.9750569 5.5720195 5.3055036 10.9197872 8.9518672 7.1217925 12.0200184 9.3028881 11.2352128 12.6046458 NA 7.9978795 10.7472455 7.3868041 NA 2.3668957 5.5545305 6.1158427 9.7987504 10.3861865 NA 2.7819472 0.1969847 4.6888350 NA 11.5941195 -0.8031412 12.7248232 9.5024030 11.2880844 6.7283614 13.5041805 5.0043351 8.4161481 11.6373298 9.0611659 9.4996185 10.0259413 8.8317908 13.7663013 12.0559320 2.1969847 9.5245323 7.9180791 8.2657580 12.1134190 8.0424698 11.9295711 8.3002674 0.1969847 11.0765629 1.1969847 -0.00450890 -0.01485600 0.22028000 0.01676600 0.00742190 0.00742190 0.00037347 0.00037347 -0.30105000 0.30145000 0.30416000 0.00283540 0.00283540 0.00283540 0.00283540 0.00672630 0.00672630 -0.00174060 -0.00174060 -0.09967800 -0.09967800 -0.08261000 -0.06072500 0.06486000 -0.29952000 -0.29137000 0.01257700 0.01257700 -0.03296500 0.01467000 0.00500790 0.00262650 -0.00450890 -0.34934000 -0.01485600 -0.30785000 -0.30199000 -0.30199000 0.22028000 -0.00796380 -0.03139300 -0.03139300 -0.03129900 0.00000000 0.00000000 0.00000000 0.00742190 -0.01439500 -0.01439500 -0.31928000 0.00283540 0.00283540 -0.15087000 -0.15087000 -0.15087000 0.00672630 0.00672630 -0.00174060 -0.11398000 -0.11398000 0.00117020 0.00117020 -0.08261000 0.02295400 0.02295400 -0.06072500 0.08355000 -0.29952000 -0.29952000 -0.29137000 0.01961600 -0.00865410 -0.01306600 -0.01306600 -0.01306600 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.082 0.220 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.301 0.000 0.000 0.000 0.000 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.082 0.220 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.301 0.000 0.000 0.000 0.000 11.1569816 NA 10.2831358 6.8694051 11.4173580 11.9840599 11.1813982 11.4531884 11.1372933 9.6988168 11.0059439 11.3715933 9.0826760 11.0696546 11.2071581 10.1468064 4.0053641 12.0200184 9.9626802 11.2352128 10.5583752 10.5616615 10.2054083 12.6006069 12.4703382 8.0075515 -0.8031412 0.1969847 8.9060635 9.7027912 11.1778333 11.7802975 13.0057428 2.1969847 11.1602370 10.5654862 14.4786189 9.8640913 7.5053185 9.1380273 9.0518482 12.9349663 8.0642583 7.8480313 10.5495749 7.7166158 8.3107218 10.3868043 7.5098629 7.9249004 12.8174286 1.5188876 10.5098627 10.4841149 5.2630682 7.2844429 -0.8031412 9.5817634 NA 9.2509055 9.3731529 11.2352128 12.6046458 11.3352515 10.7472455 11.3883474 6.5806837 0.7819052 8.3055041 10.9897700 7.0171592 5.2193467 11.5941195 11.3123485 11.2880844 12.0298697 10.6295216 10.7573125 9.7077439 10.0259413 8.0361835 9.8632036 11.3464092 4.0043306 1.5188876 1.5188876 9.6422532 10.0611658 9.8061584 7.3568507 9.7959627 4.7515708 TCGA-CR-7388 70 1 823 NA head and neck NA tx nx NA female 2008 NA yes head and neck squamous cell carcinoma 110 1951 NA white not hispanic or latino 3 1 NA NA 2 2 1 2 3 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 7 0 0 4 0 4 0 0 0 0 0 1 0 0 7 0 0 0 0 7 0 7 0 0 0 0 5 0 0 0 0 1 0 4 0 0 0 7 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 7 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 2.132686e-05 6.484752e-06 9.9497530 2.8221795 10.8296830 3.1441116 4.6634926 10.4239593 7.8482505 7.6592910 9.5040125 15.3996173 7.8702211 8.7430376 8.1441167 1.2371966 8.9307128 9.3818842 5.8902862 5.8070818 9.8454808 9.8747566 3.6966616 1.8221999 8.5546387 9.3639304 11.7785647 0.2371966 10.5324209 11.1564618 11.0279817 10.8324835 1.2371966 0.2371966 4.2372272 9.3857026 1.8221999 5.7607878 13.6077772 6.0185852 9.0054104 12.2620194 9.0526093 8.1709165 12.1012186 4.4071488 NA 12.7819490 13.4589641 9.1694408 3.8221897 11.3616704 9.0426796 12.2608071 7.2651321 6.7994681 0.2371966 -0.7626810 1.2371966 0.2371966 -0.7626810 14.7329870 14.9351421 10.4612276 12.9506125 0.2371966 6.8810821 10.0780039 0.8221999 3.9921158 10.3339411 11.0165350 NA 18.0250489 12.1914223 2.4071624 3.8221897 3.0445865 12.0283889 9.1183400 6.6209309 11.9168820 9.8500945 15.5946577 9.4898915 7.6252435 6.1914225 10.5045979 10.3187094 7.1855930 12.8489424 9.6904965 11.7078849 12.0467932 0.2371966 8.8427055 11.6327601 8.0087155 NA NA 5.4466797 7.4660446 11.5767977 10.6354353 5.0185852 5.8519364 NA 7.7170060 1.8221999 11.0429698 6.6122655 12.5262362 10.1545906 11.0062373 6.4660446 12.9387491 5.2595926 8.4021329 10.8972219 9.2400409 9.3457505 10.3934860 10.3989878 11.6397052 10.8981133 3.0445865 10.9246016 10.9254763 8.8278130 12.7109317 8.2761449 11.4890043 9.2456547 0.2371966 11.4236498 2.6966616 0.01349200 0.00235810 2.16930000 0.03087300 -0.02835500 -0.02835500 0.00833510 0.97028000 -0.32356000 0.23148000 0.23148000 -0.35829000 -0.35829000 -0.35829000 -0.01890200 -0.19951000 2.29930000 0.00666530 0.00875280 0.00000000 0.36280000 -0.03408600 -0.08976000 -0.00152430 -0.02931100 -0.06799300 0.01544700 0.01544700 -0.19275000 0.14980000 0.14980000 0.14980000 0.00747020 0.00235810 -0.01409000 0.02581200 -0.30651000 -0.31615000 -0.31615000 -0.32019000 0.00402430 0.00402430 -0.00498440 -0.00387790 -0.00387790 -0.00387790 -0.12121000 -0.00097017 -0.01711600 -0.32356000 -0.35829000 0.00180300 -0.00995650 -0.00995650 -0.00995650 -0.20415000 -0.35959000 0.00875280 0.00000000 0.00000000 -0.22022000 0.12535000 -0.03408600 0.11814000 0.11814000 -0.08976000 -0.01326400 -0.02931100 -0.02931100 -0.06799300 0.01992300 -0.27894000 0.29151000 0.06036500 -0.12417000 0.000 0.000 -0.281 -0.281 0.000 0.000 0.000 0.125 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.150 0.150 0.000 0.000 -0.342 0.000 0.000 0.000 -0.307 0.310 -0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.092 0.231 -0.358 0.000 -0.124 -0.124 0.000 0.000 -0.281 -0.281 0.000 0.000 0.000 0.125 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.150 0.150 0.000 0.000 -0.342 0.000 0.000 0.000 -0.307 0.310 -0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.092 0.231 -0.358 0.000 -0.124 -0.124 11.353245 2.559149 10.071744 6.119869 11.452456 11.642357 11.635435 11.416202 10.197228 10.542718 11.754403 12.265650 8.451545 11.109516 11.928097 11.054609 5.090972 12.848942 9.522628 11.707885 10.866583 10.915826 11.335643 12.662375 12.406681 12.046391 1.237197 2.044569 9.808979 9.754895 10.760298 12.091120 10.995866 1.822200 11.471145 10.393941 14.903838 9.929841 8.461228 8.812765 9.977850 11.905225 9.112038 8.877471 9.979535 8.786048 9.845481 11.545281 9.165004 11.428594 12.781949 2.822179 10.270649 10.461228 6.044580 10.251944 4.965147 9.970241 -0.762681 9.776385 9.571499 11.707885 12.046793 11.174600 11.632760 11.244253 4.594775 5.485153 9.109008 10.615521 10.267203 5.446680 11.042970 11.658239 11.006237 12.374537 10.455789 9.992114 9.808979 10.393486 9.365220 9.821249 10.504598 4.095207 2.559149 8.784120 9.698644 10.372294 10.343135 8.176805 10.635435 5.466046 TCGA-CR-7389 55 0 NA 392 head and neck NA tx nx NA male 2007 NA yes head and neck squamous cell carcinoma 34 1974 NA black or african american not hispanic or latino 3 4 NA NA 2 3 1 3 4 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.121004e-06 1.213724e-06 9.5255568 -1.2556667 10.2370518 -1.2556667 4.8734786 10.1736039 8.6283675 7.4411647 9.3853458 16.5346729 7.9921249 8.1343662 7.6176416 -1.2556667 8.6823064 10.9417210 4.6268421 5.5123818 5.3441112 7.8734804 4.2036319 -1.2556667 2.0661236 4.2036319 11.5832041 NA 10.3417842 10.5442881 10.7564725 10.8497784 1.0661236 1.9520726 5.3441112 9.8348455 2.0661236 -1.2556667 14.5004147 6.8527218 7.7554244 12.2721628 9.1861038 7.0479778 12.4816558 4.9921249 0.3291810 12.1829890 13.5768400 10.6435541 0.7441611 11.9149047 10.3675209 12.9030435 8.4236773 8.4532809 -1.2556667 NA 1.7442042 -0.2558389 2.9141244 16.4838196 16.5771402 9.3790081 13.0642925 0.7441611 8.2280130 10.8605411 0.7441611 4.3589096 9.7844868 10.9894528 0.3291810 18.8017897 11.6531527 -1.2556667 2.9141244 4.2360486 11.9950877 9.1974679 5.4990837 11.3687459 10.2435448 16.6794946 9.3790081 4.4166236 4.4990869 10.3524520 10.9921247 7.0751144 12.2869872 7.6390150 11.3157128 12.0255477 0.3291810 8.4890311 12.0009956 6.9340222 1.3291810 1.5515406 2.9141244 7.0525365 9.9109879 10.8942617 4.7665634 6.1365154 1.3291810 7.5802473 1.3291810 11.1474756 -1.2556667 12.9361817 9.5464066 10.7132238 5.6867106 13.4765766 6.3064391 8.3916556 11.1493386 11.2724071 8.9290725 10.4488790 11.4708411 11.4487493 11.5175424 1.7442042 10.4402953 7.2360506 10.4493975 12.5627794 7.6083835 11.7298613 9.7307503 -1.2556667 10.9933106 2.4446406 -0.060748 -0.060748 0.728300 2.543200 0.354960 0.354960 0.267810 0.279470 0.201370 0.621880 0.626970 0.172260 0.296280 0.014319 -0.469930 -0.032178 -0.032178 -0.456610 -0.076389 -0.086091 -0.086091 0.076854 -0.028901 -0.096572 -0.096572 0.327850 0.282320 0.282320 -0.094286 0.293260 -0.077611 0.273480 -0.060748 -0.060748 -0.060748 -0.159370 -0.159370 -0.159370 -0.159370 0.160700 0.203350 0.203350 -0.491060 0.000000 0.000000 0.000000 0.354960 0.277360 -0.098155 0.201370 0.014319 0.540410 -0.464720 -0.464720 -0.077212 -0.451150 -0.032178 -0.082934 -0.072554 -0.086091 -0.071873 0.970690 0.076854 0.071131 0.071131 -0.028901 -0.028901 -0.096572 -0.096572 0.327850 0.327850 -0.468230 0.714340 0.463650 -0.059963 -0.465 -0.465 0.000 0.000 -0.377 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.328 0.328 0.000 0.273 0.282 0.282 0.000 0.354 0.000 0.000 0.289 0.449 0.203 0.203 2.554 2.554 0.355 0.177 0.280 0.280 0.622 0.622 0.000 0.272 0.464 0.000 -0.465 -0.465 0.000 0.000 -0.377 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.328 0.328 0.000 0.273 0.282 0.282 0.000 0.354 0.000 0.000 0.289 0.449 0.203 0.203 2.554 2.554 0.355 0.177 0.280 0.280 0.622 0.622 0.000 0.272 0.464 0.000 11.781916 -1.255667 10.699807 5.577087 12.012008 13.097334 13.110929 11.535156 10.147742 10.379462 11.943256 11.292056 9.006292 10.441165 12.058214 10.482712 3.600186 12.286987 9.896482 11.315713 11.519190 11.299745 11.214843 12.098382 12.328713 9.181949 2.066124 2.329152 9.729328 10.278986 11.2373021 13.4906590 11.8309969 0.3291810 11.9106741 10.0570801 14.4934630 10.0353678 8.5595805 9.2480229 8.8276765 11.9873711 8.3418959 7.8837485 9.6473258 9.2539723 5.3441112 11.9175620 7.7885911 11.0451216 12.1829890 2.5515406 10.9712114 9.3790081 5.4024084 9.0695027 3.7885918 10.0485484 -1.2556667 9.3102513 9.9247279 11.3157128 12.0255477 10.6041202 12.0009956 10.7399644 6.9826023 5.3735543 8.0614290 9.5491349 9.3026179 4.9536517 11.1474756 11.6170644 10.7132238 12.2680041 10.0127392 9.8183387 9.4915509 10.4488790 6.3216251 9.9438695 10.9056440 -0.2558389 2.6749351 9.1279015 8.5983332 10.0479780 10.9706094 7.8129756 10.1472093 5.4024084 TCGA-CR-7390 67 0 NA 907 head and neck stage iva t4a n0 m0 male 2009 NA NA head and neck squamous cell carcinoma 80 1967 0 white not hispanic or latino 1 4 NA NA 3 2 2 2 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.571815e-06 1.803247e-06 9.8758356 NA 10.3254078 3.1986984 4.8805288 10.4986745 8.9811557 4.5206297 8.6717325 14.6781047 8.0731727 8.3107082 7.7455977 NA 8.2024554 9.0103457 4.7012053 NA 9.4505803 9.0504524 -1.3860912 NA 10.4122127 10.6676668 11.6140930 3.7430194 10.6013602 10.5621081 10.9928484 9.6831906 -1.3860912 -0.3862798 3.3141745 8.6220994 NA 3.5206360 13.5878865 4.5444792 9.8634470 11.9759587 7.9734902 6.4210954 12.4278226 2.1987142 NA 12.6479380 12.7881204 7.3983760 NA 11.3613045 7.4042194 12.3974553 5.3416620 5.6581343 -1.3860912 -0.3862798 NA 1.4211021 0.6137202 14.1975849 14.2918628 9.9002987 12.7825697 NA 4.0731690 11.7321953 -0.3862798 3.2575990 8.3019913 11.3680020 NA 17.5865945 10.2348769 7.4466309 2.4211021 -0.3862798 12.3686284 7.4114025 6.4529446 11.1552295 10.0995702 16.2306199 9.3802697 4.8035629 4.4466334 10.7430239 10.3484504 6.7012039 13.9514080 10.1697678 9.4355148 12.1532632 -1.3860912 8.6878823 10.9979849 6.8852034 NA NA 4.7430248 6.6852029 9.9311535 8.9756846 -1.3860912 1.9356860 0.6137202 3.4717207 NA 10.5999384 5.3552066 13.0573967 9.5558961 11.1368127 7.5824077 12.7731392 5.4339209 8.6066791 11.2003461 9.0114154 9.6228696 10.2562665 8.4933243 11.9126626 11.0344906 1.6137202 7.6608645 10.0793073 7.7886668 11.5381822 7.7986163 12.8038742 9.2683768 -0.3862798 12.3436802 -0.3862798 2.12540000 2.71330000 1.12410000 0.69249000 -0.00119100 -0.00119100 0.71686000 0.35290000 3.65690000 0.35551000 0.71178000 -0.37331000 -0.37342000 0.47313000 -0.00437510 -0.00700150 0.37552000 0.71535000 0.83990000 0.33976000 0.33976000 0.21183000 0.53685000 0.30864000 0.30864000 -0.00022097 -0.01953300 -0.01953300 0.84632000 0.00000000 0.00713910 0.35290000 -0.06592900 -0.37365000 -0.04354700 -0.37984000 -0.37984000 -0.37984000 -0.37984000 -0.38454000 0.35747000 0.35502000 -0.01348400 -0.37781000 -0.37781000 -0.37781000 0.01229300 0.35290000 0.35290000 -0.77308000 -0.37342000 -0.00437510 -0.02966500 -0.37116000 0.21843000 -0.00700150 -0.00427400 -0.36133000 -0.38499000 0.36615000 0.35339000 0.36418000 0.21183000 0.38277000 0.38277000 -0.37601000 0.53685000 -0.04137600 -0.04137600 -0.00022097 -0.38174000 -0.00340660 -0.48948000 -0.50178000 0.80041000 0.000 0.218 0.000 0.000 0.359 -0.357 0.326 0.364 0.212 0.359 0.359 -0.376 0.537 0.309 0.000 0.000 0.000 0.000 0.353 0.000 0.000 0.000 0.355 0.000 0.000 -0.380 -0.380 -0.375 0.000 0.000 -0.322 0.000 0.000 0.714 0.714 0.000 0.000 -0.373 -0.373 -0.489 -0.339 0.000 0.218 0.000 0.000 0.359 -0.357 0.326 0.364 0.212 0.359 0.359 -0.376 0.537 0.309 0.000 0.000 0.000 0.000 0.353 0.000 0.000 0.000 0.355 0.000 0.000 -0.380 -0.380 -0.375 0.000 0.000 -0.322 0.000 0.000 0.714 0.714 0.000 0.000 -0.373 -0.373 -0.489 -0.339 11.006327 0.935686 9.765030 4.701205 12.566300 13.388827 11.800319 11.887245 10.200581 9.647164 12.894294 11.662739 6.988780 11.322146 12.659842 11.122774 5.713877 13.951408 8.592451 9.435515 10.662568 10.763488 11.120544 12.804903 12.712460 10.011416 -1.386091 3.861668 9.595308 12.317969 10.3652850 12.2159758 9.8551282 0.6137202 11.8101893 11.1429274 14.4998649 9.8628543 6.1373027 8.1873882 9.7104560 10.3271274 10.2675802 8.1195523 10.3698802 9.2136537 9.4505803 11.6605238 9.2914606 6.4402895 12.6479380 3.3686287 10.4658802 9.9002987 5.8991442 5.2284493 -0.3862798 9.9384840 -0.3862798 8.8816980 9.4065311 9.4355148 12.1532632 11.4418774 10.9979849 12.0123510 0.9356860 0.9356860 7.9175219 9.5415189 4.3416585 3.6137438 10.5999384 11.3403848 11.1368127 11.5670279 10.6147972 10.5481689 9.3719641 10.2562665 7.8781834 10.3072278 10.3963296 0.6137202 NA 5.6024242 7.3260618 10.2517242 10.2759642 7.8945116 10.1470706 4.5206297 TCGA-CR-7391 36 0 NA 913 head and neck stage i t1 n0 m0 female 2009 NA no head and neck squamous cell carcinoma NA 1990 0 white not hispanic or latino 3 1 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.121004e-07 6.935564e-08 9.94489694 -1.04930764 10.28593388 3.47411151 5.95054307 10.38047319 9.49260811 7.64054140 8.92925397 15.87280267 7.96177090 7.13045216 7.45038978 -1.04930764 9.10536170 9.71624398 4.75789799 7.30369035 8.59979980 8.14530043 2.40998826 NA 5.99493719 8.13789540 11.53949230 -1.04930764 10.47850916 10.47214391 11.07434159 10.72079438 0.95054307 NA 4.40997469 9.17888118 -1.04930764 NA 14.37004287 6.93922775 8.84232708 11.67718738 10.80268284 7.02200598 12.12265842 4.27247116 NA 13.01377002 13.10163933 9.31029308 1.27250102 11.57465350 13.65984273 12.64653295 7.19847058 7.63353801 1.95054307 -1.04930764 -0.04945693 0.95054307 1.27250102 15.27823506 15.60108017 10.36786857 13.47404418 0.95054307 6.78974751 10.86866130 0.53555533 4.37681129 9.81007834 10.92028973 3.47411151 18.74155848 12.56755170 -1.04930764 2.95054307 3.95054307 11.99903036 9.84838899 5.75789799 11.88973514 10.28481681 15.64236877 9.28927979 5.92782299 4.67846634 10.69032411 10.24171412 7.31686528 12.51455718 7.43838352 11.91000214 12.72141380 1.27250102 8.05120568 11.61298936 6.29927214 NA 0.53555533 3.95054307 6.94489709 9.35462053 10.54813054 4.73190549 3.80852921 NA 6.37680782 NA 11.50441273 -1.04930764 12.81453612 9.65632278 10.80735806 7.50513271 13.68578216 3.40997469 7.42221870 11.08657335 10.10852197 9.48581885 10.31748859 10.69789733 11.20999251 11.41457864 0.95054307 10.43687568 7.30369035 8.93211079 12.30189685 8.20793140 11.93513996 8.78817149 1.53550557 12.21395940 3.85743366 -0.01948900 -0.01948900 -0.00954260 0.09449100 0.02384700 0.02384700 0.01285600 0.01285600 -0.00205180 -0.00205180 0.09318500 0.04131700 0.04131700 0.04131700 0.02511000 -0.01092200 -0.01092200 0.00000000 0.00000000 -0.04766600 -0.04766600 -0.00636680 -0.01519100 -0.01958900 -0.01958900 -0.00968060 0.04741000 0.04741000 0.00944910 0.01405100 0.01405100 0.01405100 -0.01948900 -0.01948900 -0.01106000 -0.07815000 -0.00954260 -0.00954260 -0.00954260 -0.02411400 -0.02411400 -0.02411400 -0.02739800 0.03289400 0.03289400 -0.00893910 0.02384700 0.01285600 0.01285600 -0.00205180 0.04131700 0.02511000 0.02104300 0.02104300 0.02104300 -0.01092200 -0.01092200 0.00000000 -0.04766600 -0.04766600 0.02300500 0.03679400 -0.00636680 -0.00055444 -0.00055444 -0.01519100 -0.01519100 -0.01958900 -0.01958900 -0.00968060 -0.00968060 -0.06839500 0.00388540 0.00388540 0.00388540 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.0894552 NA 9.9466567 6.5871684 10.5912403 11.6563789 12.6213104 12.3914126 10.6123216 10.8415676 11.4748403 11.1581680 9.0446212 10.8593114 11.5880740 10.4789976 4.2557877 12.5145572 10.2457384 11.9100021 10.8529186 10.4393878 10.4508875 12.9935579 12.1206250 10.1173343 0.5355553 1.9505431 9.6087549 10.0333579 11.24372768 11.65379823 12.30382817 1.53550557 11.50872501 10.35674851 14.32398609 9.23940950 8.09774825 8.41406786 9.10789052 11.76292135 7.89208983 7.86940692 9.99630315 8.52039907 8.59979980 11.39685140 8.25432429 9.34393386 13.01377002 4.03800591 10.14898849 10.36786857 5.69201145 8.71872773 2.75789799 9.93211079 -1.04930764 9.30369035 8.68355891 11.91000214 12.72141380 11.07045729 11.61298936 11.32721152 4.30809871 3.40997469 7.97568292 10.81007825 8.26342649 4.90473938 11.50441273 11.53949230 10.80735806 12.21893927 10.05514223 10.27584899 9.60786198 10.31748859 6.75144364 10.29927168 10.49240963 3.70543610 -0.04945693 9.67846387 9.54787913 10.38517173 10.32123092 7.92208722 10.52513699 6.05906752 TCGA-CR-7392 67 0 NA 1425 head and neck stage iva t3 n2b m0 female 2009 NA yes head and neck squamous cell carcinoma 30 1959 8 white not hispanic or latino 3 1 NA NA 1 1 3 1 4 1 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.040335e-06 2.427447e-07 10.16006213 NA 9.98019171 4.58927811 5.58927811 10.89343040 6.46641993 7.62202546 8.53298781 16.48060350 7.36258473 8.02169125 7.17423962 -1.02532386 9.42474745 8.74440500 4.88145906 4.22249547 9.66369152 8.57819340 0.55954076 NA 10.46140219 8.56515426 11.72924592 3.43400098 10.80666602 10.60983187 10.19977465 11.02917146 1.29648677 -1.02532386 4.55952852 8.96693913 -1.02532386 NA 14.17753273 8.09610053 9.17669103 11.52025565 9.92876352 7.38395825 11.33760679 3.72945488 NA 13.22056544 12.56830841 8.72108141 0.97460273 11.36742119 10.44581049 12.48223795 7.29649503 8.35827141 0.97460273 NA -0.02547069 2.14450326 -1.02532386 16.00757067 16.82779776 9.89566419 13.78704534 NA 7.42164998 11.70035943 NA 3.92875878 10.18219159 10.68494310 1.29648677 17.85992692 12.48656684 5.49812957 4.14449510 -0.02547069 12.16732230 9.80428997 7.23195458 11.46885275 9.92366427 15.75299086 9.56140691 6.56702363 4.06202670 10.33760685 10.15011676 7.95184711 11.58850163 8.92730834 11.07490095 11.84126654 NA 8.37757929 11.49149829 4.58927811 NA -1.02532386 6.76898354 6.84493168 9.39452743 10.75058892 4.52915878 4.01896348 -1.02532386 2.29648677 1.55954076 11.52242568 -1.02532386 13.11787066 9.39186071 10.97878767 8.51953168 13.29762193 4.06202670 7.79155103 11.40083190 10.68537359 9.65492669 10.13812253 10.84107335 12.10594186 11.56468635 0.97460273 9.11922543 7.07259891 9.07654280 13.42177956 7.74935392 12.37611337 9.27262978 -0.02547069 10.41802873 3.36688170 -0.0091286 -0.0091286 -0.0486130 0.3162600 0.7809900 0.0314360 0.0321400 0.0321400 0.0685220 0.0685220 0.0685220 -0.0422450 -0.0422450 -0.0422450 -0.0712430 0.4701500 0.0665150 0.0169970 0.0225850 0.0403260 0.1032200 -0.0788100 -0.0095376 -0.0693320 -0.0693320 0.0134920 0.1199100 0.1199100 -0.0589960 0.0475520 0.0125040 -0.0037994 -0.0091286 -0.0091286 -0.0506580 -0.0486130 -0.0486130 -0.0486130 -0.0486130 0.0000000 -0.1035100 -0.1035100 -0.1035100 -0.0854570 -0.0854570 -0.0988230 0.0647970 0.0321400 0.0321400 0.0685220 -0.0422450 -0.0422450 -0.0556170 -0.0556170 0.0259520 -0.0440090 0.0665150 0.0225850 0.0403260 0.0403260 -0.0480720 -0.0480720 -0.0788100 0.0535210 0.0535210 -0.0095376 0.0070826 -0.0693320 -0.0693320 0.0134920 0.0134920 0.0286220 0.0910100 0.0910100 -0.0589960 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.104 0.316 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.104 0.316 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.2820526 NA 9.8327037 7.7261112 13.2706947 12.6553563 11.8408802 11.6000477 10.0393099 10.2942392 11.1541653 11.3802405 9.3786443 11.3778456 10.1394741 10.7726338 4.6621884 11.5885016 9.7730390 11.0749010 10.8754340 10.9934628 10.2189310 12.3522779 12.2543228 6.0935074 0.5595408 4.2964941 9.5195317 9.8239722 10.80230681 11.54062122 10.81022289 -0.02547069 11.67500689 10.28915043 14.20893480 9.68881276 8.45636674 8.69224375 9.24135375 11.65184635 8.27834770 7.90530456 10.34579930 8.68709429 9.66369152 10.98963370 7.57448000 11.76959217 13.22056544 2.55954076 9.97245228 9.89566419 5.33212071 10.03458756 -0.02547069 9.78031108 NA 9.46642034 9.83410188 11.07490095 11.84126654 11.10963513 11.49149829 11.41413839 4.88145906 0.55954076 8.30099677 10.71561277 10.11283903 5.74275270 11.52242568 11.94233379 10.97878767 11.81691752 10.13443851 10.34743224 9.81377093 10.13812253 7.32771431 10.06864488 10.69865467 4.25997295 -1.02532386 5.06203102 9.26756740 9.97808506 10.12558369 6.91708202 10.61028527 5.68881259 TCGA-CR-7393 26 0 NA 993 head and neck stage iii t1 n1 m0 male 2009 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 1 NA NA 2 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6.935564e-08 3.467782e-08 10.4082294 NA 10.2378945 4.5143937 7.9667194 10.6070093 8.1660285 8.7887575 9.0209036 15.5916978 7.6756290 7.6313713 7.6313713 -0.6950218 9.1660285 7.9879359 5.3464925 8.2267826 7.1251210 8.5740682 3.0053820 NA 4.5143937 7.2118319 11.8114971 1.8899018 10.2950456 10.6206572 11.0118692 11.0940676 2.7643674 NA 5.6447908 9.4996737 -0.6950218 NA 14.4611037 7.1875847 8.8899039 11.9999523 10.4597597 7.2474557 12.5552400 4.6972567 NA 12.2228730 12.8071518 9.7540903 0.3049782 11.2174567 9.0772561 12.9941752 8.2474562 7.9196511 0.3049782 NA 0.3049782 -0.6950218 0.8899407 14.7337260 15.3135582 9.8508713 13.3021211 1.6268596 8.1219251 10.9118094 2.3049490 5.0862997 9.5107349 10.7689768 3.7325514 18.1539786 13.0687764 NA 5.2591369 5.1629230 12.0187576 9.8880243 5.9342971 11.9425061 9.3438606 16.0278558 9.2312375 6.6712636 5.7478841 10.4245312 10.4016567 8.2620436 12.6568387 7.8441006 12.5533139 12.9222942 0.3049782 8.5670366 11.5165257 5.3710291 NA NA 5.4134655 6.9559927 9.3602240 11.0912112 5.6087235 4.3493370 NA 7.6624939 NA 11.6522861 1.8899018 12.4913654 9.8889739 10.7832056 9.1566906 13.5065295 4.4342279 7.5903438 10.8992662 11.0455656 9.4873360 10.5981833 10.1433577 10.7111466 12.4113409 2.1122998 10.6375376 8.3077564 8.9720530 12.2373409 7.8595304 13.3028267 8.5265286 3.0053820 12.3965423 3.2118377 0.00235810 0.00235810 0.00000000 -0.00802440 -0.00027724 -0.00027724 -0.01202400 -0.01202400 0.00256920 0.00256920 0.00256920 -0.00981850 -0.00981850 -0.00981850 -0.00981850 0.01802100 0.01802100 0.00152550 0.00152550 -0.03215500 -0.03215500 -0.02753500 -0.00277070 -0.03217800 -0.03217800 -0.01505400 0.00875280 0.00875280 0.00527490 0.00097064 0.00097064 0.00097064 0.00235810 0.00235810 0.00235810 -0.02315500 0.00000000 0.00000000 0.00000000 -0.01395300 -0.01395300 -0.01395300 -0.02959600 -0.00802440 -0.00802440 -0.02370300 -0.00027724 -0.01202400 -0.01202400 0.00256920 -0.00981850 -0.00981850 -0.05455500 -0.04346600 -0.02985700 0.02062300 0.01802100 0.00152550 -0.02767100 -0.03215500 0.00903120 0.00903120 -0.02753500 0.01195800 0.01195800 -0.00277070 -0.00277070 -0.03217800 -0.03217800 -0.01505400 -0.01505400 0.01349600 0.00527490 0.00527490 0.00527490 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.4792431 NA 10.4928503 5.8899042 11.4550062 11.7031455 12.2909613 12.5513853 11.5833910 11.1468990 10.9835417 11.4511920 9.3950540 11.3077566 13.3537690 11.0256133 4.4559058 12.6568387 10.3770742 12.5533139 10.8804808 10.9205712 10.7260176 12.7694209 12.1380293 8.9966850 0.3049782 1.3049198 9.6144180 10.0548110 11.3052938 11.6206572 12.0677388 4.2118299 11.9689443 10.3581887 14.1596634 9.8304624 9.7353941 8.6358585 9.6558808 12.1671915 7.7581299 7.6799811 9.7897645 8.7907707 7.1251210 11.2125834 7.9631533 10.0079799 12.2228730 3.9487971 9.8690910 9.8508713 5.1629230 8.6886458 5.2822211 9.6503469 0.8899407 9.8216265 10.5247152 12.5533139 12.9222942 10.9214904 11.5165257 11.4676476 3.6268713 0.3049782 9.1537678 10.5403576 8.5670366 5.9342971 11.6522861 11.3727120 10.7832056 12.3644550 9.8196556 10.3349189 10.2700043 10.5981833 6.7725468 10.2386322 10.8304624 8.2678377 3.8284996 8.5740682 9.5811823 10.4792431 10.3307733 7.4393680 10.6486825 5.8285046 TCGA-CR-7394 70 0 NA 1346 head and neck stage iva t4a n0 m0 male 2009 NA yes head and neck squamous cell carcinoma 60 1949 0 white not hispanic or latino 3 1 NA NA 3 1 2 1 4 1 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 7 0 0 4 0 0 4 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 7 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 7 0 0 0 0 4 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 5.132317e-06 2.150025e-06 10.1541203 0.3670355 10.1376978 2.8264570 4.8905975 10.3747619 7.7420736 8.1999241 8.2769270 16.4852553 7.7890987 7.9292762 6.8346392 -0.6330764 9.4768644 8.4703217 4.7245848 5.4544984 5.7068841 8.2977710 1.9519980 NA 10.5001761 6.5167811 11.6790659 2.3670355 10.5091409 10.5994548 11.1198326 11.1731807 0.9519607 NA 5.1999236 9.3176335 NA NA 13.4396690 6.6616541 8.8923394 12.4226553 9.8407397 6.2125246 12.1693483 1.3670355 NA 13.5638665 13.0495896 9.4833779 2.1743745 10.9534046 11.9255933 12.4843523 6.9519969 8.0709372 NA -0.6330764 NA 0.3670355 -0.6330764 15.9472478 16.3869014 10.1573824 13.4390827 2.5369481 6.8264659 10.7811905 NA 3.0674666 9.6419943 10.7969636 2.3670355 18.4044226 12.9067985 NA 3.3670355 0.3670355 11.9750576 9.5764872 6.7932990 12.0233872 9.6373291 15.9854194 9.4544967 3.9519980 3.6889636 10.4317766 10.0718021 8.4571465 12.1870133 8.2858969 10.7507381 12.0851386 NA 8.3528759 11.8686223 4.7245848 NA -0.6330764 4.8588861 6.5369590 9.4911552 10.8483288 5.3670355 2.5369481 NA 7.2739242 NA 11.4219773 -0.6330764 12.6535916 9.8636280 11.2948118 8.3500273 13.7407827 -0.6330764 7.5958527 11.0949543 8.5116922 9.4491829 10.2962923 10.0605209 11.1122880 11.9674114 -0.6330764 10.1051261 6.8668795 8.6478045 12.6164437 8.4411755 12.0088599 8.5369590 -0.6330764 12.2174161 1.3670355 0.00152550 0.00152550 0.06379500 0.00235810 -0.00013862 -0.00013862 -0.00055444 -0.00055444 -0.00249380 -0.00249380 -0.00249380 -0.00281440 -0.00281440 -0.00281440 0.00346870 0.00458000 0.00458000 0.04117500 0.03481800 -0.00484610 -0.00484610 0.00819590 0.00346870 0.00000000 0.00000000 -0.00083160 -0.00130600 0.00583090 -0.00069303 0.00527490 -0.00027724 -0.00027724 0.00152550 0.00152550 0.00152550 0.06379500 0.06379500 0.06379500 0.06379500 -0.00277070 -0.00277070 -0.00277070 -0.00277070 0.00235810 0.00235810 -0.00206580 -0.00013862 -0.00055444 -0.00055444 -0.00249380 -0.00281440 -0.00281440 -0.00249380 -0.00249380 -0.00249380 0.00458000 0.00319100 0.03481800 -0.00484610 -0.00484610 -0.00194500 0.00221930 0.00819590 0.00416320 0.00416320 0.00346870 0.00346870 0.00000000 0.00000000 -0.00083160 -0.00083160 0.00180300 -0.00069303 -0.00069303 -0.00069303 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.220733 NA 9.648558 7.966947 10.940681 11.364566 12.210366 11.750468 9.863888 11.004564 11.093678 11.256158 9.544454 11.389748 11.930945 10.925455 4.366581 12.187013 9.423672 10.750738 10.898903 10.535079 10.560559 12.227698 12.346459 9.679917 NA 1.367036 9.437155 10.115227 10.6472246 11.8392170 11.2911040 1.9519980 11.7245859 10.4644076 14.3824921 10.0552842 8.1840174 8.0847101 9.0915478 12.2468085 8.3212300 7.7593516 10.8239016 7.8748283 5.7068841 11.6102078 8.2588176 11.5014602 13.5638665 1.6889412 10.1059706 10.1573824 5.1999236 10.0570319 NA 10.7426164 0.3670355 9.3782610 9.1319056 10.7507381 12.0851386 10.9187421 11.8686223 11.6685301 4.4963153 4.1219189 9.0516073 10.4820776 10.3428818 5.5369574 11.4219773 11.7204564 11.2948118 11.6379132 10.0847103 9.9292763 9.9697327 10.2962923 6.5167811 9.9845013 10.4518423 5.6338206 0.9519607 7.2496767 9.4094183 10.2626092 10.2866421 7.2557773 10.3719565 4.6149630 TCGA-CR-7395 80 0 NA 930 head and neck stage ii t2 n0 m0 female 2009 NA no head and neck squamous cell carcinoma 60 1946 NA white not hispanic or latino 3 6 NA NA 3 3 2 3 4 1 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 7 0 0 0 0 0 0 0 0 5 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 1 6 0 5 0 0 7 0 0 0 0 0 0 0 0 4 0 0 5 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 6 0 0 0 0 0 5 0 7 0 0 5 6 4 0 0 0 0 0 0 0 0 0 0 0 4 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4.646828e-06 2.150025e-06 10.2495028 NA 10.2279504 1.5301207 3.7000401 10.2631294 4.9224310 6.8247348 8.2374734 16.4826278 6.8699639 7.9854412 7.4667519 NA 8.4755579 9.0595446 5.1448254 4.4843122 5.3630028 7.4667519 0.5300707 NA 9.1466629 10.2783069 11.2029813 2.7000401 10.3040774 10.4689585 10.6055931 11.2920807 0.5300707 NA 3.1150832 9.1693643 NA NA 13.5783454 6.8610311 9.3358579 11.3446965 9.5131076 5.9895455 12.0588123 0.5300707 NA 11.5850575 12.4892104 9.1300268 3.9895478 12.3919764 8.9574898 11.9660447 6.5413414 8.2783068 NA NA NA 0.5300707 2.8520388 14.8789459 15.9520128 10.8497862 12.9809386 NA 5.4127578 11.4302261 1.1150998 2.1150665 9.4652791 10.9315269 2.5301207 19.3439892 12.6288041 NA 2.5301207 NA 11.8829851 8.4930100 6.6069293 11.0681817 9.9584741 15.9178116 8.9245768 2.8520388 3.2305566 11.0433481 10.0068603 6.8964366 11.9566409 8.5799626 11.0663612 11.4864902 NA 8.3598370 11.1883255 3.6175806 NA 1.8520388 5.1150749 6.5301145 8.8132024 9.8909611 3.4370013 0.5300707 NA 5.5073951 NA 11.4512111 NA 12.8867035 9.6977328 11.2787262 5.2025392 13.7673240 3.4370013 7.5962032 11.1576479 8.4158102 9.3212769 10.1260241 8.9116568 11.8068201 11.5645691 2.1150665 10.5524819 6.1883257 8.6696653 12.1256046 8.2305537 12.5717732 8.1411390 1.5301207 11.2020973 1.1150998 -1.2473e-03 -1.6982e-06 -8.3160e-04 8.3195e-04 4.1593e-04 4.1593e-04 4.0892e-02 4.0892e-02 5.4139e-03 5.4139e-03 5.4139e-03 4.2805e-01 4.2805e-01 4.2805e-01 0.0000e+00 -5.5444e-04 -5.5444e-04 3.1910e-03 3.1910e-03 6.5317e-05 6.5317e-05 -1.3862e-04 -1.2473e-03 4.7190e-03 4.7190e-03 -8.4284e-03 -1.2473e-03 -1.2473e-03 1.1261e-02 2.7745e-03 2.7745e-03 2.7745e-03 -3.9630e-01 -1.6982e-06 -1.6982e-06 -8.3160e-04 -8.3160e-04 -8.3160e-04 -8.3160e-04 -4.1585e-04 -9.1248e-03 -9.1248e-03 -4.0162e-03 8.3195e-04 8.3195e-04 8.3195e-04 4.1593e-04 4.0892e-02 4.0892e-02 -3.9719e-01 4.2805e-01 0.0000e+00 -4.4312e-03 -4.4312e-03 -4.4312e-03 -5.5444e-04 -5.5444e-04 3.1910e-03 9.0312e-03 6.5317e-05 3.1910e-03 2.3752e-03 -1.3862e-04 -2.7724e-04 -2.7724e-04 -1.2473e-03 -1.2473e-03 4.7190e-03 -2.7199e-03 -8.4284e-03 -1.1087e-03 3.1910e-03 1.1261e-02 1.1261e-02 1.1261e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.428 0.000 0.000 0.000 10.7649315 NA 9.7870893 8.8384530 11.4253106 11.4264351 10.9352555 11.8719108 9.1954500 10.4726285 11.1169538 11.3566625 9.5975483 10.7112663 11.9673459 10.6327459 4.2563993 11.9566409 10.9610892 11.0663612 10.5244675 10.1567356 10.5988923 12.6882440 12.6192334 9.1703590 -0.4699293 2.5301207 9.1318847 9.8788421 10.4332427 11.8934275 11.0073664 NA 11.3494948 11.0487672 14.6971393 9.9532299 7.4843106 8.6568185 8.8942488 11.7118874 9.0482950 8.0497500 10.3016035 8.0418666 5.3630028 11.2618573 8.9245768 9.5385426 11.5850575 2.1150665 9.9521788 10.8497862 5.6386386 8.8810531 1.1150998 10.5955301 0.5300707 9.2665160 9.6189023 11.0663612 11.4864902 11.7759638 11.1883255 11.2887537 0.5300707 NA 8.6516477 10.1122560 8.8520422 4.3374685 11.4512111 11.6696654 11.2787262 12.2137666 10.4020193 10.2808210 9.7720971 10.1260241 6.9395052 10.4347486 10.0990202 4.4370013 NA 6.7199391 9.5451805 9.8452636 10.0169491 6.7875017 10.1113146 4.3374685 TCGA-CR-7397 44 0 NA 216 head and neck stage iva t3 n2b m0 male 2011 NA NA head and neck squamous cell carcinoma NA 1997 8 white not hispanic or latino 3 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.352435e-06 5.201673e-07 11.2922903 NA 10.2984801 5.9901403 7.4865672 11.1954106 8.3299909 7.0896772 8.5621646 15.4441832 8.0986654 8.5381373 7.5491085 NA 9.2795012 8.3426574 4.7373731 6.0654301 4.9376740 9.2965283 0.7677395 0.1828194 13.1899010 9.1813764 11.6411927 1.1827559 10.5621645 10.4313067 10.8529997 10.6564918 0.7677395 NA 6.0407675 9.2125703 NA 6.4774070 13.9204559 5.8409969 9.1514530 12.0129051 10.1478488 8.9509705 11.7330519 7.2162094 NA 13.3302295 13.6677977 9.0438730 -0.8173077 10.7573796 11.9491100 12.3849099 7.0896772 7.2702486 0.7677395 NA -0.8173077 1.9901562 1.1827559 14.8076937 15.2371994 10.1031389 12.9274097 3.6422164 6.4865664 9.3312627 -0.8173077 4.0407697 8.6786410 10.7426411 0.9269103 17.8266601 11.6486075 5.1827876 4.3527091 4.2271789 12.1253006 9.4854250 5.0654301 11.6292414 9.5425357 16.5303209 9.1757244 7.6786410 6.3120697 10.7229142 10.5659503 6.6090502 12.1829498 9.0745697 12.0432911 12.5403381 0.1828194 8.4425293 11.4055810 6.9309786 NA NA 3.0896846 6.5921774 9.6625664 10.7611588 1.9901562 2.3527020 1.1827559 7.0156760 NA 11.0677197 -0.8173077 12.7298011 9.9392673 10.5873955 6.6174146 13.3870515 5.6746386 7.9208786 11.0136974 9.9098556 9.6080019 10.5864959 9.2285458 14.0120133 11.7507422 2.1827876 11.3946744 8.0314090 9.0438730 11.9921523 8.0956755 11.8712550 8.8918700 1.7677395 11.5561950 3.0896846 0.0000000 0.0000000 0.2090600 0.3538100 0.0017074 1.1079000 0.1453400 0.0681620 -0.0624320 -0.0624320 0.2583400 -0.0828930 -0.0834240 0.0022624 0.0022624 -0.0746360 -0.0746360 0.2307500 -0.0720990 -0.1287100 -0.1287100 0.0677060 0.0311910 -0.0329530 -0.0329530 -0.0302250 0.1273100 0.8206600 0.2073700 -0.0082576 -0.0082576 -0.0082576 0.0000000 0.0000000 0.0544200 -0.1538400 -0.1538400 -0.1538400 -0.1538400 0.0777630 0.0777630 0.0777630 0.0106800 0.0439090 0.0439090 0.0439090 0.0595530 0.0681620 0.0681620 -0.0624320 -0.3932700 0.0022624 -0.0956070 -0.0956070 -0.0956070 -0.0806320 -0.0746360 -0.0720990 -0.1287100 -0.1287100 0.0549900 0.0549900 -0.0427920 -0.0386720 -0.0386720 0.4351800 0.0568420 -0.0329530 -0.0329530 -0.0302250 -0.0302250 -0.0816960 -0.2753200 -0.2753200 0.2073700 0.000 0.000 0.000 0.000 0.231 0.000 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.320 0.000 0.000 0.055 0.209 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.256 0.000 0.000 -0.275 -0.068 0.000 0.000 0.000 0.000 0.231 0.000 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.320 0.000 0.000 0.055 0.209 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.256 0.000 0.000 -0.275 -0.068 11.809636 NA 10.406492 5.468189 10.786876 12.691018 11.960863 11.986917 10.998169 10.187007 11.403164 12.010327 8.664586 11.065811 11.469344 10.577249 5.029780 12.182950 9.827544 12.043291 10.819864 11.844342 10.880127 13.287165 12.253746 8.491125 NA 1.990156 9.388579 9.826642 11.1380727 12.0794969 11.3268070 2.8832298 11.6239147 10.7131924 14.2902884 9.6080019 7.8935928 8.5751035 9.9715045 11.7972659 8.5815298 8.2702491 10.1347993 9.1528920 4.9376740 11.1546888 8.3146431 7.2217050 13.3302295 3.8266400 10.3357047 10.1031389 5.9107063 6.5403373 3.9376740 9.8020890 0.7677395 9.1714708 9.4460552 12.0432911 12.5403381 10.9372561 11.4055810 11.3713749 6.0282752 5.9641468 8.8063750 10.8987481 5.4116059 5.3922384 11.0677197 11.3454921 10.5873955 12.0241538 9.8002536 10.0654291 9.8640245 10.5864959 8.4956692 10.0539213 10.9788257 2.9901380 3.0954350 9.2258133 9.0071719 9.9649653 10.1135234 7.7335326 10.4384048 6.0776041 TCGA-CR-7398 53 0 NA 156 head and neck stage ii t2 n0 NA female 2011 NA no head and neck squamous cell carcinoma 40 NA 0 white not hispanic or latino 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 7 0 0 0 0 4 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 5 0 0 0 0 0 0 0 0 4 0 6 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 6 0 7 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 9.467045e-06 3.398426e-06 9.4180748 NA 11.2344253 3.7201581 7.2531942 10.7728099 2.1352065 4.7632256 8.1124770 14.3134658 7.5181157 6.9611672 9.2654165 0.2607483 9.5314127 7.7711626 4.9611695 2.6757708 10.8456904 9.0322174 0.6757256 4.4831192 11.0346913 4.7842893 12.6485658 -1.3240938 11.0139447 10.2817079 10.9706733 8.5414986 5.7310474 3.2074556 5.9795452 8.2888181 6.1433710 0.2607483 13.5617477 5.7842893 11.1510682 11.2303543 9.0399000 8.0809070 10.5698253 7.2187976 -0.3242744 10.9948730 11.5677389 8.5399517 NA 10.9378603 8.6841100 13.5640806 8.2830958 7.2032423 2.7632203 NA 0.2607483 2.8456908 2.9976898 14.3142508 13.8688156 10.5114211 13.2440779 -0.3242744 4.8456908 11.2738179 1.2607483 3.1351901 9.3977191 11.0600095 3.8711142 17.1038066 12.9111066 7.2341861 3.2607333 -1.3240938 11.2022647 7.1145576 6.1020303 12.0943863 10.5360765 15.1403112 9.9623232 7.3831245 3.7201581 9.7015971 9.6168131 5.0851569 12.4153351 10.8255126 11.2344253 12.1465514 -1.3240938 8.8216975 10.1083074 6.4701805 NA 0.2607483 1.2607483 7.0809070 9.4782818 9.6918773 0.6757256 6.1433710 4.2607258 3.5337502 NA 10.3925849 7.9472284 13.0805079 8.9747903 9.0745092 4.5584085 12.6737388 8.7998867 8.1351973 10.7109082 8.0156152 9.4726163 11.8853802 6.7842893 12.3785875 10.0893934 2.1352065 11.0880706 10.1840555 7.9726817 11.8071402 8.3250216 11.2971305 9.1041256 NA 9.3570039 0.9976898 -0.01725400 -0.01725400 0.03087300 1.55390000 0.04344000 0.04344000 0.58991000 -0.68451000 0.00000000 0.00000000 0.03764100 -0.69197000 -0.69197000 -0.69197000 0.02511000 0.00000000 0.00000000 2.66440000 0.00944910 0.01321300 0.01321300 0.00903120 0.01502800 -0.00232830 1.19100000 -0.14438000 -0.01972600 -0.01972600 -0.54361000 0.00855100 0.01781200 0.02496900 -0.01725400 -0.01725400 -0.01725400 -0.68415000 -0.68415000 -0.68415000 -0.68415000 -0.69006000 -0.62893000 -0.62893000 -0.68040000 -0.68405000 -0.68405000 -0.68405000 0.81025000 -0.68451000 -0.68451000 -0.04429700 -0.69197000 0.02102900 -0.43951000 -0.43951000 -0.43951000 0.00000000 0.00000000 0.00155210 -0.01697400 0.01321300 -0.68013000 -0.69422000 0.00903120 -0.71631000 -0.71631000 -0.70997000 0.00083195 1.20760000 1.20760000 -0.14438000 -0.14438000 -0.00318590 -0.57229000 -0.57229000 0.17407000 -0.440 -0.440 0.000 0.000 1.359 0.000 0.000 -0.680 0.000 -0.097 -0.689 -0.677 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 -0.701 0.584 0.000 -0.674 -0.674 -0.629 -0.629 0.870 -0.684 0.000 0.000 0.590 -0.082 0.000 0.000 -0.692 0.000 -0.572 -0.398 -0.440 -0.440 0.000 0.000 1.359 0.000 0.000 -0.680 0.000 -0.097 -0.689 -0.677 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 -0.701 0.584 0.000 -0.674 -0.674 -0.629 -0.629 0.870 -0.684 0.000 0.000 0.590 -0.082 0.000 0.000 -0.692 0.000 -0.572 -0.398 11.3137488 0.2607483 11.1543076 5.0156135 10.4778778 10.8232407 7.4831201 11.9746872 11.3947263 9.4373166 10.5595542 12.7393290 7.5614621 12.6651599 9.5561142 10.7324032 5.7257221 12.4153351 9.1636054 11.2344253 11.4111099 11.2941509 11.5066727 12.2092765 13.4238330 12.5514188 -1.3240938 6.1351962 10.0973044 10.7963273 12.6551906 11.4554848 8.4911488 1.9976898 12.1810808 11.6777014 14.2681915 6.7685231 9.3891520 9.9111813 9.4999286 12.1155963 9.6026989 9.2644801 9.9242861 9.3481908 10.8456904 10.6883899 9.1413319 6.5212549 10.9948730 1.2607483 9.1135174 10.5114211 4.1351983 6.3552454 5.1351983 9.8692908 -1.3240938 10.0846258 11.1166346 11.2344253 12.1465514 11.3089878 10.1083074 12.3597469 6.8556746 -1.3240938 7.4520007 10.3972919 5.8556733 5.2303529 10.3925849 11.9504348 9.0745092 12.8064969 10.1171535 11.0291880 8.6458713 11.8853802 7.8556746 10.7800366 10.8607337 0.2607483 NA 6.5337471 8.1805845 10.8472550 9.3348695 6.5826554 9.8662074 5.0333173 TCGA-CR-7399 60 0 NA 181 head and neck stage iva t3 n2c m0 female 2008 NA yes head and neck squamous cell carcinoma 135 1964 6 white not hispanic or latino 2 5 NA NA 2 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 8.287999e-06 2.150025e-06 10.6505233 NA 10.7756177 -0.1921505 3.8079113 10.4879775 4.6986797 7.8882842 7.2591218 16.1768267 7.2782311 7.4372677 8.1358380 NA 8.3222964 8.4990729 5.8634826 4.4517650 5.0303052 8.9853305 2.0303008 -1.7769482 7.2453160 6.0994656 10.9268521 NA 11.2639232 10.7160534 10.2553387 10.4964528 4.7148005 0.8079319 3.2673410 8.1066153 NA NA 13.0157897 2.5448810 10.0108512 10.9880274 8.7027289 6.7813689 11.0218253 -0.7769482 1.2229282 13.3612604 12.9947475 7.6365768 -0.7769482 8.0367297 3.7586869 12.5547053 5.5716768 6.7465103 NA NA -0.1921505 3.8953705 4.1536838 15.0240624 15.3652094 9.8936048 13.6197874 NA 2.3928669 8.7775374 6.3314723 5.1298394 9.1698549 10.8858394 4.2890377 17.2690521 12.3436724 NA 1.6823935 3.6823823 11.3180159 7.0494968 6.2997648 11.3432334 10.3477161 15.0293975 9.9585046 5.0303052 6.8775848 9.7596815 9.9068204 6.4177057 10.8513599 12.0613646 11.2918947 11.4455925 0.8079319 9.0824833 10.7744165 8.5358313 NA -1.7769482 2.3928669 6.1358385 9.4505644 11.7914985 2.8668091 5.5267293 NA 7.9024288 NA 11.8001413 7.4152415 12.4800417 8.9431158 10.0475096 2.6823710 13.7310528 7.3548056 8.9190468 11.0929279 9.8097884 9.5876303 10.3268691 7.7107885 11.2231247 10.2112782 2.3928669 11.6336649 9.4661226 9.3044321 12.2283977 8.1132129 13.3067603 8.7994328 NA 9.8927195 0.2229282 -0.3726600 -0.3726600 0.4686500 0.2176400 0.8418300 -0.3516500 0.0090586 1.1545000 0.7093000 0.3870300 0.3948200 3.6569000 0.8145800 0.4444300 -0.3966200 -0.3797500 3.6569000 0.6575900 0.0414860 -0.7541600 -0.0124110 0.0047463 0.3486300 0.3346700 0.7217200 -0.3887100 0.3371000 -0.0366470 0.1278800 0.0059973 -0.3687000 0.0174260 -0.3726600 -0.3726600 -0.3726600 0.7625900 0.0181310 -0.3696100 -0.0049573 0.0079377 0.0349870 0.0349870 -0.3549600 -0.3624700 -0.3681400 -0.4053000 -0.3780600 -0.3531100 0.0030795 -0.8587500 -0.3380000 -0.0130990 0.3848800 0.3777900 0.0000000 -0.3850700 -0.3794100 0.3687400 -0.2898500 -0.7541600 -0.7711000 -0.7756500 0.0047463 -0.0584350 -0.0584350 -0.0608560 0.0069708 -0.3829900 -0.3829900 -0.3887100 -0.0377350 -0.3768200 -0.2593600 -0.2593600 0.1278800 0.378 0.378 -0.379 -0.379 0.688 0.688 0.000 0.000 0.000 -0.350 0.000 0.000 0.342 0.003 -0.332 0.000 0.000 0.000 0.000 0.330 0.000 -0.377 -0.409 0.999 -0.362 0.000 0.000 0.000 0.000 0.654 0.286 -0.365 -0.365 0.000 0.000 -0.384 0.003 0.000 0.000 -0.259 -0.131 0.378 0.378 -0.379 -0.379 0.688 0.688 0.000 0.000 0.000 -0.350 0.000 0.000 0.342 0.003 -0.332 0.000 0.000 0.000 0.000 0.330 0.000 -0.377 -0.409 0.999 -0.362 0.000 0.000 0.000 0.000 0.654 0.286 -0.365 -0.365 0.000 0.000 -0.384 0.003 0.000 0.000 -0.259 -0.131 10.8207684 -0.7769482 10.2279029 9.0886817 11.4210866 11.7299924 11.4127731 12.2422787 12.8380609 10.7736953 11.3776085 11.0177705 11.8208847 11.2681963 10.1760537 10.6994416 4.5836635 10.8513599 13.2377972 11.2918947 10.1503562 10.4034794 10.0575184 12.9487238 12.7104118 9.8613844 2.9233964 1.2229282 8.6098886 11.0022575 10.7932786 10.9938189 13.9083818 2.0303008 11.6866007 10.2873545 14.4588306 8.0494968 8.6915725 10.0347246 9.7980150 13.0314603 10.1147854 9.6093500 9.7760979 11.7369228 5.0303052 9.8168066 8.8856171 7.6554907 13.3612604 3.0809305 9.2843198 9.8936048 6.3828194 7.4127731 -1.7769482 10.2070109 -1.7769482 8.7582239 10.2480881 11.2918947 11.4455925 10.7379091 10.7744165 11.3399422 4.6152633 -0.7769482 8.1536858 11.1948513 6.7698431 4.7307432 11.8001413 12.2195103 10.0475096 12.9859534 10.7664638 10.2849947 10.0447225 10.3268691 7.8339735 10.0487024 10.6039506 4.5805013 -1.7769482 7.7445493 9.9786207 9.7616225 8.2243568 8.4744312 11.1349022 4.3726945 TCGA-CR-7401 64 0 NA 1077 head and neck stage i t1 n0 m0 male 2008 NA no head and neck squamous cell carcinoma 66 1963 0 white not hispanic or latino 3 3 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 2.39277e-06 1.179046e-06 10.26510550 NA 10.31931885 2.97335412 6.90999746 10.10328623 6.27714045 5.72824707 8.72490329 16.20115287 6.67379949 8.26798002 7.27714045 -1.02649893 8.96771274 8.80624929 4.58806696 6.12310538 8.98318801 7.91293842 NA NA 11.36835776 5.14328320 10.97194972 1.55831662 10.73740149 10.32153412 10.79792030 10.58207610 1.29531161 NA 4.18281146 9.01231949 NA NA 13.79423627 7.73823078 9.21772317 11.44959919 9.04750076 7.55832198 11.08449491 5.44909251 NA 10.74691063 13.17884709 9.70891523 -0.02664588 12.07599116 6.15356622 12.20022297 6.53560199 7.22602485 2.55831662 NA -1.02649893 1.29531161 0.55836561 15.48579018 16.14789909 10.92427963 12.66401205 -0.02664588 5.10264134 11.38725159 0.55836561 2.67380514 8.61901787 11.22158338 -1.02649893 19.68365364 11.23339666 NA 2.29528222 1.97335412 12.57036426 9.93697782 5.41630268 10.70494984 10.28340395 16.64406392 9.19615407 6.06082128 4.49692247 11.02830268 10.90557399 5.29528589 12.52585546 6.90409628 11.59632619 12.11259084 NA 8.44503430 10.95421289 6.09230048 NA 2.67380514 3.67379384 5.92755517 9.14077738 10.43739442 1.55831662 1.29531161 NA 7.39962400 NA 11.48684015 6.14328525 13.18562765 9.61047307 11.20217795 7.03405501 12.61495949 4.25876011 8.24248580 11.35219597 9.62530794 9.29528727 9.86019138 9.76777512 11.75901606 11.45162330 0.55836561 9.57141174 6.77425863 9.37743635 11.80010636 7.36137623 11.78734084 8.94346514 -1.02649893 11.20247851 1.55831662 -0.03803400 -0.03803400 0.28596000 0.00110930 0.00202860 0.00202860 0.00930980 -0.00249380 -0.29898000 0.41011000 0.41011000 -0.28442000 -0.28442000 0.67771000 -0.00124730 0.00097064 0.00097064 0.00083195 0.00083195 0.00208050 0.00208050 -0.28798000 -0.00857660 0.44189000 0.52836000 -0.01931400 0.12388000 0.12388000 0.00110930 -0.00249380 -0.00249380 -0.00249380 -0.03803400 -0.03803400 0.00000000 -0.30322000 -0.29296000 -0.29296000 -0.29296000 -0.00332430 -0.00332430 -0.00332430 -0.60825000 0.00110930 0.00110930 0.00110930 0.00202860 -0.00747200 -0.00747200 -0.29898000 -0.28442000 -0.00124730 -0.00097017 -0.00097017 -0.00097017 0.00097064 0.00097064 0.00083195 0.00208050 0.00208050 0.00583090 0.00319100 -0.06262900 0.01922300 0.01922300 -0.00857660 -0.00857660 -0.21317000 -0.21317000 -0.01931400 -0.01931400 -0.00249380 0.00110930 0.00110930 0.00110930 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.156 0.116 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.517 0.000 0.000 -0.293 -0.007 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.299 0.410 -0.283 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.156 0.116 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.517 0.000 0.000 -0.293 -0.007 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.299 0.410 -0.283 0.000 0.000 0.000 11.22365767 NA 9.49336893 5.29528589 11.59403730 11.23515741 11.58760900 11.92427963 10.39384583 9.80545805 11.34431905 10.93444713 7.96204401 10.52218113 10.95099695 10.38645822 4.45103963 12.52585546 9.06611638 11.59632619 10.28169825 9.62889004 10.28510752 13.00316153 12.35002732 9.14703647 1.29531161 -0.02664588 9.09100238 9.03540534 10.758812 12.018607 12.077467 -1.026499 11.046497 10.509121 14.690044 9.739888 6.950639 8.473205 9.097481 12.142815 8.642103 8.281698 10.665103 8.930461 8.983188 10.404334 8.293032 7.524106 10.746911 3.221289 10.285108 10.924280 5.880250 6.818849 1.780730 9.241316 -1.026499 8.994339 8.422508 11.596326 12.112591 11.050175 10.954213 11.216236 3.432786 2.880255 8.074022 11.251518 5.984587 4.588067 11.486840 11.623289 11.202178 12.324575 10.406945 10.214151 9.273712 9.860191 7.182812 10.654598 10.220693 4.221289 -1.026499 4.558323 8.603408 9.720713 9.713983 7.865143 10.479171 5.182811 TCGA-CR-7402 68 0 NA 911 head and neck NA tx nx NA male 2009 NA yes head and neck squamous cell carcinoma 108 1952 NA white not hispanic or latino 3 2 NA NA 2 2 1 2 3 2 7 0 0 0 0 0 5 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 7 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 6 4 4 0 0 0 0 6 7 1 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 7 0 7 0 4 0 0 0 0 0 0 4 0 4 0 6 4 0 4 0 0 4 0 0 0 4 4 4 0 0 0 0 0 0 7 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 7 0 0 0 0 0 0 6 0 0 0 4 0 4 0 0 2.781161e-05 8.357355e-06 8.5254382 NA 11.5719806 -0.8648592 3.4206710 10.8972357 7.7462940 6.3831962 8.7416743 14.8070589 7.5678108 7.6450438 8.9084082 NA 7.2542104 8.9838920 5.0025495 4.2227350 11.8370087 8.8708252 2.5275959 -0.8648592 5.3926574 3.5275833 12.1019548 NA 10.3760604 10.4484356 10.1741880 9.1878370 6.1296230 0.1352722 5.4113923 9.4858547 0.4572265 NA 14.5505322 5.0660074 8.7300696 11.4594496 12.0647124 5.3640891 10.5122084 3.9932486 0.4572265 12.6147336 13.8307421 9.0571101 0.7201909 11.7557180 6.7873254 11.7399381 6.1239538 5.7277272 NA NA NA 3.6588284 2.5275959 15.0381731 14.4354572 9.8313673 12.9604266 NA 5.2013594 10.9001407 -0.2798091 6.3398411 9.2040473 11.1944445 2.8821148 18.8778903 12.3269452 NA 2.2227427 1.1352722 12.3665653 8.2107483 4.7351810 11.3593281 10.0064042 15.4826655 9.6059280 3.1352722 3.1796703 10.5820939 10.8767361 5.4571970 12.0843370 8.9223555 11.3712833 12.0699735 NA 8.7970470 10.9082022 8.1394894 NA -0.8648592 1.5946919 7.1686922 9.9780122 10.6082137 3.5947038 6.1239538 NA 8.2267046 NA 11.6276230 6.7013231 12.8556202 9.5983285 9.2850163 3.4206710 12.9018497 7.3997120 9.3736739 11.3754641 9.9897479 9.7356466 10.6999212 8.5854493 9.8691317 9.9717140 0.7201909 11.9210280 7.5059568 8.4458819 11.7933690 7.4090650 12.2870784 8.8059254 5.6430625 9.4922712 3.1796703 0.01809200 -0.56999000 1.12070000 0.00026624 1.21760000 -0.00458060 -0.00665420 0.00276350 -0.00382720 -0.00382720 -0.00382720 0.01222600 0.01222600 0.01222600 0.51992000 0.01571600 0.00179190 0.00540280 -0.00484250 0.09913100 -0.60100000 -0.60779000 -0.02959500 2.98430000 -0.15644000 -0.04266300 0.01099500 0.11461000 -0.02973200 0.00415220 0.00415220 0.53994000 -0.56536000 -0.56536000 -0.57566000 -0.60459000 -0.60459000 -0.60459000 -0.58687000 -0.00610450 0.00000000 0.00000000 0.00290230 0.00026624 0.00026624 -0.02904900 1.10160000 0.00276350 -0.03104700 0.00443000 0.01222600 0.01222600 0.00234700 -0.01492700 -0.00236630 0.01571600 0.00721070 -0.00484250 -0.58619000 -0.58619000 0.00165320 0.00165320 -0.58628000 -0.59225000 -0.59225000 -0.02959500 -0.02056000 -0.14735000 -0.14735000 -0.04266300 -0.04266300 0.22747000 -0.01616500 -0.02973200 -0.02973200 0.000 0.000 0.000 0.000 0.000 0.000 -0.586 0.000 -0.586 -0.053 -0.592 0.000 0.000 2.767 -0.147 0.000 0.000 0.000 0.000 0.000 -0.589 0.233 0.000 0.000 -0.565 -0.587 0.521 0.000 0.000 0.000 0.000 1.089 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.586 0.000 -0.586 -0.053 -0.592 0.000 0.000 2.767 -0.147 0.000 0.000 0.000 0.000 0.000 -0.589 0.233 0.000 0.000 -0.565 -0.587 0.521 0.000 0.000 0.000 0.000 1.089 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.745602 3.689858 11.198470 4.942622 10.755031 11.480253 11.131743 12.470799 8.615049 10.372180 10.497213 11.266965 9.536149 10.872728 11.794931 10.689618 4.500369 12.084337 11.259229 11.371283 11.540809 11.174702 10.757200 12.250892 13.355118 12.153382 2.305183 1.942608 9.768264 10.803268 9.9341458 12.1035759 11.7110446 -0.2798091 11.7788998 9.7727997 14.8594488 10.8127685 8.9562457 10.2467309 10.0266731 12.5743857 9.2435844 9.4373368 10.0847311 9.8125483 11.8370087 11.4621199 9.8204558 11.3515603 12.6147336 3.5275833 10.2309958 9.8313673 6.0600820 9.8291915 6.8631889 9.4834440 NA 9.0741136 10.2671261 11.3712833 12.0699735 11.2037115 10.9082022 11.5088140 NA -1.8645965 9.3339168 10.1932608 10.3039412 3.0421540 11.6276230 11.7622329 9.2850163 12.0986167 10.4067321 10.5350810 9.6089748 10.6999212 7.9329305 10.2356029 9.9959681 NA -1.8645965 7.6549052 8.5904422 10.3011182 10.0125532 6.6821631 11.0477842 7.0300866 TCGA-CR-7404 53 0 NA 1472 head and neck NA tx nx NA male 2008 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 4 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 3.398426e-06 1.317757e-06 10.41533446 -1.65972260 10.58157693 2.73250800 3.51011377 10.86326141 7.05443501 7.41165165 8.82299744 14.93751474 7.34581416 6.14754482 8.26351710 4.04062946 9.03018763 9.61106889 5.10559009 3.69774046 11.45653353 9.33312784 2.04061193 NA 6.22283354 3.51011377 11.66746153 -1.65972260 10.82274544 10.94056717 10.17070475 10.48165818 -0.07491205 NA 3.04062946 8.58095722 4.54964453 NA 14.46148026 6.45393235 9.13345153 11.61427651 8.18881234 6.06810970 12.18685527 1.51010111 -1.65972260 12.34018957 13.42848095 8.89093636 3.51011377 11.09005901 7.71646693 12.42582800 7.17623998 6.53001454 1.14756721 1.55277052 -1.65972260 3.69774046 2.14753465 14.27567557 15.04926532 10.13135244 13.08575888 NA 5.71522896 10.13175949 -0.65972260 3.73250800 9.75434622 11.63452316 2.24707683 18.02386810 11.86778877 NA 2.04061193 3.24707683 11.56554767 8.15397097 4.74958254 11.81867105 10.08670390 15.48779202 9.70596529 3.54964453 2.73250800 10.75408194 10.32922924 6.14754482 12.99837819 9.61165266 12.61128781 12.33992539 -0.07491205 8.80166892 11.68504029 7.39003823 NA NA 6.42233898 7.70432421 10.00285790 10.84351841 4.31747050 3.14755093 NA 10.62269887 NA 10.49469131 3.92515444 12.78746656 9.01011097 10.81971727 5.31747050 13.42454125 6.92138991 9.03018763 10.73652675 9.43756338 9.50132150 10.66147225 8.74000164 10.99303454 10.68059609 0.34016344 10.97022915 5.91761793 8.54598265 11.95466940 8.05786612 11.26407414 9.37016690 1.14756721 10.77533892 2.34019193 -0.0047079 -0.0047079 0.9295600 0.5420600 0.0872450 0.0872450 0.0567420 0.0567420 0.0321070 0.0321070 0.3373900 0.0437830 0.0437830 0.0437830 0.0817550 -0.1701800 -0.1701800 0.0012481 0.0012481 -0.3143600 0.0907200 0.0577960 -0.0417020 0.2313200 0.2313200 0.1108100 0.0736900 0.0736900 0.0000000 0.0519560 0.0519560 0.0170820 -0.0047079 -0.0047079 -0.4178000 0.6612400 -0.0563070 -0.0563070 -0.0563070 -0.2131700 -0.2131700 -0.2131700 -0.3336400 0.0374100 -0.1906100 -0.1906100 0.0872450 -0.0334050 -0.0334050 0.0321070 0.0437830 0.0437830 0.1398400 -0.0963080 -0.0963080 -0.1701800 -0.3194700 0.0012481 0.0416000 -0.3143600 -0.0476660 -0.0476660 0.0577960 -0.0062286 -0.0062286 -0.0417020 -0.3568100 0.2313200 -0.3618100 0.1108100 0.0411750 0.0216030 0.0000000 0.0000000 0.0000000 0.000 0.000 -0.170 -0.274 0.000 0.000 -0.314 0.000 0.000 0.000 0.000 0.221 0.221 0.231 0.231 0.111 0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.832 -0.334 -0.334 0.505 -0.185 -0.381 -0.381 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.170 -0.274 0.000 0.000 -0.314 0.000 0.000 0.000 0.000 0.221 0.221 0.231 0.231 0.111 0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.832 -0.334 -0.334 0.505 -0.185 -0.381 -0.381 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.1734750 NA 10.4441133 7.8578591 9.1809676 11.3054201 12.2027301 11.7588328 9.1354176 10.2395465 10.8683995 11.7639621 9.0310607 10.6623994 11.6591560 11.3842421 5.5279367 12.9983782 9.2819708 12.6112878 11.1679292 10.7498457 11.4218395 12.0498561 12.8213583 11.6401130 0.3401634 5.0681119 10.1531691 10.6002270 10.69416337 11.56313539 10.82526411 2.14753465 12.15356999 10.14593342 15.19055885 8.64282863 8.85884262 8.94381586 9.64225734 12.44585261 10.28551631 8.70322912 9.87546493 8.68115230 11.45653353 10.97907795 10.41900758 10.31889999 12.34018957 3.51011377 10.02843986 10.13135244 4.99840314 9.33736902 0.66211433 10.34966837 -0.07491205 9.81642947 9.86179009 12.61128781 12.33992539 10.74772289 11.68504029 11.00752294 2.24707683 -1.65972260 8.50710602 10.47172510 9.56840706 4.66212003 10.49469131 11.48548494 10.81971727 11.89741394 10.40223570 9.98224124 9.01614667 10.66147225 6.84003515 10.23841310 10.22015568 5.24708063 0.92516393 8.15877175 9.70240197 10.30813626 9.86326141 7.56660208 10.57410879 5.70651121 TCGA-CV-5430 61 0 NA 4241 head and neck stage iva t4a n2a NA male 1999 4115 yes head and neck squamous cell carcinoma NA 1955 2 white hispanic or latino 2 4 3 2 2 4 1 3 3 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 3.34433e-06 1.254124e-06 10.147007718 NA 11.169532903 NA 4.707894694 10.872029409 6.658508562 8.062738573 8.811587269 15.358291945 8.577312124 6.721702123 9.204673107 -0.992517424 8.854513742 7.961652844 5.748922736 7.250630034 3.329381966 9.928553461 3.466888100 NA 8.421084410 11.380321389 12.315226366 NA 10.004635796 10.479639423 10.449363073 10.756906780 1.329410671 1.592397235 4.007455665 8.740115681 2.592421156 -0.992517424 12.702031873 5.311237890 9.880715826 11.902842256 9.557241010 7.425309072 11.154979264 4.814811869 -0.992517424 11.761299819 12.531630718 8.662092250 1.329410671 13.943404040 2.814816995 12.296034064 5.546613608 6.584885856 NA NA 0.007482576 2.707900214 1.814796491 14.500965633 14.890454421 9.673680259 12.409002550 4.466888100 5.483190205 11.135772956 4.136740989 3.007464636 9.433721046 11.244965051 0.839314663 17.854718644 11.611777911 -0.992517424 1.814796491 3.007464636 11.866991099 7.827635501 3.466888100 11.406950560 10.203443568 15.328855996 8.986166862 6.636813101 2.466888100 11.052533409 10.245263782 6.859205522 11.931515385 10.962016170 11.960561483 11.399773729 -0.992517424 8.719983233 11.962379622 6.373778695 NA NA 3.094911647 7.131577138 9.903031640 9.377053669 2.329381966 8.004635656 NA 8.477098077 NA 10.736227207 5.902273806 13.070682865 9.660328262 9.956553452 4.814811869 12.639542740 8.978999827 8.772327772 10.230251176 10.958741051 10.483189802 10.736881679 8.433721046 12.296034064 9.890099323 1.007482576 11.346471183 11.121849412 9.203443690 11.336131276 7.920345709 11.084605852 10.647249203 0.007482576 9.608298444 2.329381966 0.3051100 0.3088900 1.0113000 -0.0237030 0.7284800 0.3209300 0.3512000 0.2381400 1.6721000 0.8591800 1.5089000 -0.8066600 0.1515900 -0.3870400 -0.3516800 0.3665700 3.6569000 1.6889000 0.3764400 0.4576800 -0.0314960 -0.0309680 0.4039400 0.0029133 0.0029133 0.0372170 -0.3536200 0.5461200 0.5570800 0.0101430 -0.3842500 0.4423000 0.3051100 0.3021800 -0.0503700 -0.3906300 -0.3906300 -0.3969700 -0.3969700 0.2479300 0.2692300 0.2692300 -0.0673240 -0.3863800 -0.4055000 0.0000000 0.9791500 0.2381400 0.2381400 -1.2729000 -1.1830000 -0.3870400 0.3838600 -0.0188370 -0.0188370 -0.3743700 -0.3911500 -0.3768500 -0.4095900 -0.4032900 1.0352000 -0.0206870 -0.0378980 -0.0705360 -0.1299200 0.4039400 -0.8501900 -0.0106290 -0.0096806 0.0372170 0.0372170 0.2812100 -0.3250700 -0.3281200 0.5570800 0.000 0.000 0.000 0.000 0.323 0.323 0.000 0.000 0.000 0.000 0.000 0.360 0.403 0.000 0.000 0.000 0.000 0.000 0.432 0.546 0.546 0.281 0.218 0.305 0.305 -0.397 0.578 0.248 0.000 0.000 0.000 0.728 0.728 0.351 0.351 1.081 1.482 -0.387 -0.387 -0.328 0.000 0.000 0.000 0.000 0.000 0.323 0.323 0.000 0.000 0.000 0.000 0.000 0.360 0.403 0.000 0.000 0.000 0.000 0.000 0.432 0.546 0.546 0.281 0.218 0.305 0.305 -0.397 0.578 0.248 0.000 0.000 0.000 0.728 0.728 0.351 0.351 1.081 1.482 -0.387 -0.387 -0.328 0.000 11.2917021 4.5924212 10.4220729 4.9381917 8.7268452 11.8505785 12.3183531 13.0568795 9.6930811 9.6486049 11.5461303 10.3611546 7.6073695 12.4262313 11.2251111 10.3922400 4.8111987 11.9315154 9.4545395 11.9605615 10.4368631 11.7139524 10.6041120 14.0582450 12.1712632 9.7191234 NA 0.5924451 8.7096291 12.0518505 10.593827040 12.324303514 12.600730726 2.329381966 12.398028365 10.281834424 13.948135139 8.996140988 9.528075073 9.213249576 10.620785427 12.090104379 9.493134722 8.713088837 9.473022794 10.005341456 3.329381966 11.033633953 9.647701254 8.620324678 11.761299819 2.814816995 10.436339891 9.673680259 7.131577138 7.297474828 5.094920090 9.352861567 -0.992517424 9.434769155 9.759836931 11.960561483 11.399773729 10.338373156 11.962379622 11.280377629 0.007482576 7.274243022 7.592418914 9.555314813 7.697454136 5.029823893 10.736227207 10.931526539 9.956553452 12.580274964 10.343404935 10.023568218 9.047746128 10.736881679 6.264844153 10.953997126 10.916261732 4.840347411 1.329410671 9.568744305 10.084138296 10.085607096 9.329384433 7.868542938 10.729409932 5.466888100 TCGA-CV-5431 73 1 522 522 head and neck stage iva t3 n2c NA male 2000 176 yes head and neck squamous cell carcinoma NA 1955 9 white hispanic or latino 2 5 1 1 2 4 1 2 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.39277e-06 9.70979e-07 10.93822219 NA 10.81855829 0.67726016 5.11470850 10.63537196 1.41424380 7.32596020 8.15573507 16.02077758 7.65839431 7.57212038 8.47388308 NA 7.85056317 9.05378988 4.87370002 5.96270402 5.55177131 8.20347575 0.67726016 NA 11.76609090 5.20086526 11.32175986 NA 10.44548701 10.51598135 10.27969229 10.68573126 NA 2.26225273 3.34026316 8.78340329 NA NA 12.49121744 4.26226777 10.40175972 11.48733867 7.45428366 6.95032143 12.38466181 NA -0.90779256 13.33469557 12.82948186 8.62177058 3.26226777 10.13536749 5.85654754 12.15016272 7.06388363 7.56401532 NA -0.90779256 NA 1.09234277 -0.90779256 15.39210269 16.05604582 10.38466181 13.30468456 0.09234277 5.26226401 10.82068589 3.73619355 4.30179248 9.41426833 11.24747464 2.85893584 17.66199185 13.49781407 NA 1.41424380 1.41424380 11.60186780 7.90612155 5.02307789 11.59448575 9.94954369 15.41827800 9.76211108 2.41427086 3.73619355 10.62274654 11.01083074 7.56807392 12.03191020 11.79991499 11.84472083 11.55841665 -0.90779256 9.05523606 11.22997178 4.76476546 NA NA 3.26226777 6.32115966 9.58719582 10.15033195 4.73619896 1.67730527 -0.90779256 6.09234065 NA 10.71347630 6.57615628 12.73946126 9.05284896 10.72397197 2.55176209 13.16597969 5.32115966 9.03778413 10.79840440 8.44548711 9.07960425 10.59684143 6.54355156 12.12197251 10.20412788 0.67726016 11.33997106 6.52696865 8.57615590 11.99546887 7.92206283 11.30908601 9.10775534 NA 8.68479735 1.67730527 0.39944000 0.23783000 0.84608000 0.28216000 0.00388540 0.00388540 1.42240000 1.53350000 0.11829000 -0.12847000 0.50116000 0.51350000 0.53500000 0.54912000 0.01359600 0.04627500 3.16260000 2.01330000 -0.00013862 1.78950000 1.90740000 0.01502800 3.65690000 -0.00553750 -0.00553750 1.33410000 0.51594000 0.00861350 0.11609000 -0.01037000 -0.01037000 0.59440000 0.30314000 0.23783000 -0.28596000 -0.29040000 -0.29040000 -0.28608000 -0.28608000 -0.27273000 -0.27450000 -0.61201000 -0.27918000 -0.28001000 -0.28009000 -0.28009000 0.00388540 1.53350000 -0.29355000 -0.30310000 -0.85924000 0.54912000 0.00750000 -0.55927000 -0.27452000 0.04627500 -0.28430000 -0.00013862 -0.04061600 -0.04061600 0.03087300 0.01237600 -0.00199380 0.02468900 0.02468900 -0.08731400 -0.07057800 -0.00553750 -0.00553750 0.01391100 -0.30334000 -0.26300000 0.04799300 0.04799300 0.02862200 0.000 -0.261 -0.284 -0.284 1.131 1.131 0.000 0.000 0.000 0.856 0.856 -0.191 0.000 0.000 0.000 0.141 0.141 0.559 0.559 0.000 0.000 -0.263 0.000 0.000 0.000 0.010 0.261 -0.279 -0.279 0.282 0.032 0.000 0.000 0.810 0.533 0.118 0.118 0.000 0.000 0.000 0.000 0.000 -0.261 -0.284 -0.284 1.131 1.131 0.000 0.000 0.000 0.856 0.856 -0.191 0.000 0.000 0.000 0.141 0.141 0.559 0.559 0.000 0.000 -0.263 0.000 0.000 0.000 0.010 0.261 -0.279 -0.279 0.282 0.032 0.000 0.000 0.810 0.533 0.118 0.118 0.000 0.000 0.000 0.000 11.672363 NA 10.495288 7.354435 12.951390 12.961056 11.079604 16.706727 10.978418 10.835492 10.550234 11.424936 8.460847 12.204617 11.166482 10.968857 4.753407 12.031910 11.685031 11.844721 10.816428 10.690858 11.319655 13.177930 12.864036 9.182453 1.414244 5.721698 9.359127 10.645489 10.4063569 12.2473165 12.6980512 1.4142438 11.8121568 10.2907852 14.5682626 8.0667549 8.7469761 9.5207004 9.9323313 12.6788281 9.5344854 8.2747346 10.1804659 9.5196530 5.5517713 10.9045174 8.6602962 11.4779330 13.3346956 2.6773053 10.4851942 10.3846618 7.5680739 8.7343919 2.9992243 10.0037322 NA 9.3509063 10.7171357 11.8447208 11.5584166 11.1404864 11.2299718 11.8091596 -0.9077926 NA 8.2008648 11.2833994 11.0078461 3.3402632 10.7134763 11.3559028 10.7239720 12.4511287 10.3127185 10.1126257 10.3169449 10.5968414 7.6847970 10.3667184 10.6716561 1.6773053 -0.9077926 6.4586625 10.4028450 9.8091596 9.4932196 8.3307448 10.4624826 4.8996929 TCGA-CV-5432 68 0 NA 3930 head and neck stage iii t3 n0 NA male 2000 3930 no head and neck squamous cell carcinoma NA 1950 0 white not hispanic or latino 2 4 2 1 2 2 1 1 3 1 0 4 0 0 0 0 0 0 4 7 5 0 5 0 0 0 4 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 5 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 4 5 4 0 0 0 5 0 0 4 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 7.733154e-06 2.947615e-06 8.7521311 -0.6700154 10.1414408 0.9150237 2.9150237 10.1015557 5.9150284 3.7223786 9.3286565 14.2327710 7.8692249 8.6699161 8.0681586 NA 8.6429492 9.9539476 4.6154693 3.4175285 8.1048535 7.6154685 3.1374216 NA 7.9225232 7.5049921 11.1073214 NA 10.2241260 10.7452798 9.9954021 9.5383005 NA 1.6520046 0.9150237 7.6432213 0.3300994 NA 12.2734967 3.4999862 11.6275499 10.9131490 6.7137700 7.9373962 11.2983730 3.0305127 NA 12.1095803 11.9718922 7.6654567 0.9150237 11.4072157 3.2156475 11.4603149 5.5779937 4.7894997 NA NA -0.6700154 2.6520046 1.3300420 13.7292099 13.9979888 10.9698590 12.0167855 NA 3.3300707 11.7497631 1.3300420 0.9150237 8.3496568 12.2092665 NA 18.7846004 9.4307285 4.9150284 1.6520046 3.0305127 12.2954897 6.9666912 3.1374216 10.3888426 10.8706786 15.4000403 9.4215015 6.0305060 3.7894997 12.4415279 10.1669056 4.9150284 12.4874131 7.7436940 10.6223878 11.2718474 NA 8.8179062 9.9971776 7.3412938 NA NA 0.9150237 6.5588844 9.1676941 9.8209170 -0.6700154 4.2369594 1.3300420 7.5684707 NA 10.0891220 NA 12.1120405 9.5891032 10.2165248 NA 12.8378608 6.7812771 9.0408727 11.0945231 6.7563308 8.8418187 10.1771235 7.2248844 10.9456958 10.2987330 0.3300994 8.9954020 5.4593496 7.9594230 10.7786988 8.1470497 11.1015557 8.7094447 NA 11.0622336 1.6520046 1.016800 0.124910 0.690380 -0.474630 2.015600 3.656900 0.672330 0.672330 -0.160770 0.951810 0.512630 -0.724650 -0.724650 1.200300 0.279000 -0.226870 -0.240090 1.483200 0.000000 0.011149 0.010264 -0.112340 3.656900 0.975430 3.656900 -0.086784 0.043299 0.376600 1.174400 -0.245690 -0.212180 0.020903 0.236430 0.124910 0.124910 -0.459610 -0.459610 -0.451900 -0.448460 -0.232640 -0.215650 -0.215650 -0.404630 -0.224120 -0.224120 -0.754520 -0.237650 0.672330 0.672330 -0.215520 -0.716930 0.279000 -0.020275 -0.020275 -0.230980 -0.226870 -0.701360 -0.028718 -0.463870 -0.463870 1.118800 1.171800 0.018523 0.398940 -0.480500 0.615520 0.210240 -0.227480 -0.734330 -0.515680 0.126090 0.498570 -0.032996 -0.032996 -0.011060 0.000 -0.193 -0.227 -0.701 1.506 0.000 0.000 1.172 0.000 0.000 0.000 0.616 0.210 1.178 1.178 0.000 -0.219 -0.212 -0.212 0.000 0.333 0.839 0.219 0.000 0.000 -0.438 0.137 -0.233 -0.233 -0.449 -0.449 0.000 0.000 0.458 0.458 -0.216 0.513 -0.717 0.249 0.000 0.000 0.000 -0.193 -0.227 -0.701 1.506 0.000 0.000 1.172 0.000 0.000 0.000 0.616 0.210 1.178 1.178 0.000 -0.219 -0.212 -0.212 0.000 0.333 0.839 0.219 0.000 0.000 -0.438 0.137 -0.233 -0.233 -0.449 -0.449 0.000 0.000 0.458 0.458 -0.216 0.513 -0.717 0.249 0.000 0.000 10.9757246 NA 10.3541946 3.4999862 11.1597889 11.3219316 10.0095462 15.6927121 8.4015285 9.5272829 13.1928004 10.6985726 6.3412938 11.1907652 11.3212337 10.0365621 5.5652194 12.4874131 9.3921124 10.6223878 10.8209170 11.9387830 10.8098464 13.2404616 13.1530352 10.7105273 0.3300994 1.3300420 9.2563623 9.4095509 9.9336926 12.3988444 10.6892667 0.9150237 11.1240758 11.1142921 14.4147894 10.1613734 5.8846541 9.1406378 8.7874472 11.8915928 9.8290848 8.1081433 9.6212369 10.1138829 8.1048535 11.1011429 9.3662398 7.6920101 12.1095803 2.4999862 11.2574738 10.9698590 6.5588844 6.7976719 NA 8.8516666 0.3300994 10.2548786 8.1470497 10.6223878 11.2718474 11.0178793 9.9971776 11.1589960 NA 1.9150237 7.2842624 10.1089646 7.3356905 4.6154693 10.0891220 11.1934781 10.2165248 12.1428451 10.4747244 9.9548617 8.0200643 10.1771235 7.2065827 9.8279181 9.7405175 0.9150237 NA 7.2958507 8.1497024 9.0356987 9.9364714 6.9594224 10.1130644 4.9739235 TCGA-CV-5434 60 1 3314 3295 head and neck stage iva t4a n2b NA male 2000 3295 yes head and neck squamous cell carcinoma NA NA 7 black or african american not hispanic or latino 2 4 1 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 4.473439e-06 1.144368e-06 9.3396044 0.6245221 11.3142800 2.2094534 5.7742468 10.9768197 5.6905903 7.3793879 9.0285774 15.5785262 7.8912867 7.8959636 7.7614914 4.3793853 9.0870026 8.0211049 4.9464268 4.6017797 5.4318569 9.8830665 3.0168172 NA 12.9453009 6.2465525 11.7086444 -1.3755715 11.1588032 10.7323713 9.6926068 9.6999794 -1.3755715 1.2094534 6.2244127 8.7300815 4.0168172 NA 13.0664719 6.3524213 9.3360899 12.1625680 8.9787496 8.6259086 10.2813721 3.2683595 NA 11.7318809 11.6707718 8.3074950 0.2095158 9.1519773 7.2739718 12.0251130 7.3524204 5.8533195 1.4318369 3.9098979 0.2095158 0.9464314 NA 15.0480103 15.0981164 10.2733074 12.8561716 -1.3755715 5.2094612 10.7659689 3.2683595 4.2392071 9.7956772 11.5044665 2.3249258 17.5713239 12.1183558 NA 3.6244987 6.0338921 12.0946508 9.6280182 4.8143248 11.7761401 9.7304088 15.7191142 9.9424781 4.2969272 3.3793853 10.9798514 10.0533840 6.4699901 13.2592791 9.1500212 10.5725025 11.7282799 NA 8.9179720 10.4115867 8.6973030 0.2095158 NA 2.3249258 7.7793182 9.5017845 9.7343309 2.7944159 3.1480555 3.2683595 7.4189160 NA 10.1829211 -1.3755715 11.8702016 9.7109750 10.5600338 5.5433629 13.1148499 7.3659672 8.4793688 10.7414940 8.2969258 9.3074950 11.1232374 7.3726936 13.2456365 10.9798514 2.6244987 10.7515274 7.0338910 8.9776471 11.8664835 8.1578299 11.7984897 9.3162440 0.6245221 11.0073946 3.0168172 0.4748400 0.6940700 0.8601000 0.7322700 -0.3741900 -0.3741900 0.0241270 0.8011100 -0.4311500 0.0080923 1.1286000 0.4728900 2.0648000 0.3672300 3.6569000 0.0000000 0.0000000 0.3747900 0.4112800 -0.3651000 -0.3651000 0.0112610 -0.0408880 0.4004400 1.1312000 -0.1061800 1.1488000 0.9969600 0.1097900 -0.4357900 -0.3966100 0.6665900 0.4748400 0.4748400 -0.5677600 -0.3697400 -0.3697400 -0.3721900 -0.3552100 -0.8331700 -0.3655600 -0.3655600 -0.3691800 -0.8306700 0.0394780 -0.4268000 -0.3741900 0.8011100 0.7514500 -0.4217800 -1.2817000 0.3672300 -0.0488830 -0.0522610 -0.3562400 0.0000000 0.0111210 0.3346400 -0.3816800 -0.3816800 0.3870800 -0.4569300 0.0072217 -0.0015243 -0.0015243 0.2733200 -0.0421550 0.3846300 -0.4061700 -0.1061800 -0.1495200 -0.0447020 -0.6628400 0.1097900 0.1097900 0.000 -0.304 0.000 0.000 0.411 0.411 -0.365 0.328 0.000 0.000 0.000 0.273 0.000 0.400 0.400 -0.106 -0.106 -0.377 0.646 1.149 0.541 0.000 0.316 0.000 0.470 -0.372 -0.372 -0.807 -0.366 0.000 0.000 -0.374 -0.374 0.801 0.801 -0.422 0.000 0.000 0.367 0.110 0.110 0.000 -0.304 0.000 0.000 0.411 0.411 -0.365 0.328 0.000 0.000 0.000 0.273 0.000 0.400 0.400 -0.106 -0.106 -0.377 0.646 1.149 0.541 0.000 0.316 0.000 0.470 -0.372 -0.372 -0.807 -0.366 0.000 0.000 -0.374 -0.374 0.801 0.801 -0.422 0.000 0.000 0.367 0.110 0.110 11.5414994 0.6245221 10.9173655 8.5552375 11.0055024 10.6042757 10.1108326 11.1964899 11.1507551 9.9196954 13.1631743 11.3517827 8.6160224 11.0780282 11.2755520 10.9900027 5.3569044 13.2592791 12.1898405 10.5725025 11.1893644 10.3793879 11.0903218 13.2438704 13.0662774 12.3640700 -1.3755715 4.3524196 9.3659674 10.1263376 10.5105780 11.7026512 11.2773454 3.3249402 11.5416860 10.1283261 13.7189064 9.3793879 8.8688642 10.0370703 9.2853877 12.1854302 9.4877808 8.6343290 10.2978094 10.4418838 5.4318569 10.7353099 10.2683566 7.1480627 11.7318809 2.5313939 10.5317666 10.2733074 5.8724274 6.2465525 6.6468683 9.4140340 1.2094534 9.2364474 10.1938814 10.5725025 11.7282799 10.5556072 10.4115867 11.8460875 -0.3755715 3.1480555 8.4041048 11.5319544 8.6986418 4.7330235 10.1829211 11.5983771 10.5600338 11.5642632 10.1103297 10.7405194 10.1397074 11.1232374 7.6824918 10.1915058 10.9072992 3.4824869 NA 5.4699901 9.4915784 10.0135939 9.9225630 7.1243467 10.4152561 5.1002334 TCGA-CV-5435 57 1 2319 1438 head and neck stage iva t4a n2b NA male 2000 1704 yes head and neck squamous cell carcinoma NA 1959 5 white not hispanic or latino 1 4 NA NA 1 1 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 2.480378e-06 1.031168e-06 11.3970491 NA 11.1711303 1.1995624 4.4012209 11.1341621 4.5500818 5.4923692 8.3913862 13.9529288 7.9464367 8.1561079 9.0575678 -0.1223343 8.2912863 7.7511028 4.7603008 3.1255850 10.1497051 9.6115214 NA NA 10.1745748 7.5142833 12.0313689 -1.1224913 11.2219545 10.4437126 9.5641592 9.6704489 NA NA 2.8776657 8.3244110 NA NA 14.8333993 3.3370831 8.9093048 11.8472250 6.6655605 6.2175080 10.8120866 8.1584294 NA 13.7511027 13.6873263 8.5233169 NA 11.3358089 5.1676791 11.9850392 5.4775705 5.4923692 0.8776657 NA -1.1224913 1.6849982 NA 15.3863662 14.7260982 10.4365576 12.3036612 NA 2.4626282 7.8888857 3.2699757 0.8776657 8.6292025 11.8788908 -1.1224913 18.3831930 9.1421012 NA 1.6849982 2.5780934 11.8841600 9.4303277 2.7845459 11.9334935 10.0974321 15.8588022 10.0337417 7.3735134 2.1995938 9.5394367 9.9710762 7.7073812 13.3816669 9.8620771 12.1096297 11.0687178 NA 8.8986386 10.6077041 8.0350058 NA NA 1.6849982 5.8549382 10.5858803 10.3324720 1.4626282 2.0475733 NA 6.7664017 -1.1224913 9.6157508 NA 11.8533275 8.8755718 10.7414577 2.5780934 12.6085532 7.8577982 8.4960440 10.9332800 7.9275072 8.4960440 10.4291362 4.3039268 13.5598851 10.2694392 1.1995624 8.9220527 5.7845485 7.8972495 11.3031368 7.2263871 11.3020874 8.8260260 NA 9.4070891 -0.1223343 -0.0082743 -0.0343590 0.9845200 0.6050300 1.6230000 0.0198830 -0.3231000 0.3644400 -0.2637200 0.3954600 0.3936900 -0.3289000 -0.3289000 -0.3312100 -0.3200900 0.0049969 -0.0032550 0.0136130 0.0231450 0.0000000 -0.0031859 -0.3179700 0.0155870 -0.3219300 -0.3033400 -0.1806800 0.6178800 0.6178800 0.2535400 -0.7031600 -0.3095600 0.0335490 -0.0082743 -0.1450200 -0.0343590 -0.6999800 -0.6777500 -0.6776500 -0.6849500 -0.7043100 -0.3045100 -0.3045100 -0.6836900 -0.6935100 -0.6935100 -0.6935100 -1.1043000 0.3644400 0.3644400 -0.2999200 -0.3289000 -0.3312100 -0.3268800 -0.3268800 -0.3268800 0.0049969 -0.0032550 0.0216030 0.0120970 0.0000000 -0.7035200 0.0085029 -0.3179700 0.0375000 0.0375000 0.0155870 0.0155870 -0.3033400 -0.3129600 -0.1806800 -0.6950500 0.0237060 -0.5704100 -0.5704100 0.2162200 -0.327 -0.327 0.000 0.000 0.000 0.000 0.000 0.000 -0.318 0.000 0.000 0.000 0.000 -0.303 -0.303 -0.181 -0.181 0.000 0.000 0.618 0.618 0.000 0.000 0.000 0.000 -0.678 -0.320 -0.684 -0.318 0.625 -0.068 0.000 0.000 -0.323 0.041 0.132 0.395 -0.329 -0.329 -0.382 0.189 -0.327 -0.327 0.000 0.000 0.000 0.000 0.000 0.000 -0.318 0.000 0.000 0.000 0.000 -0.303 -0.303 -0.181 -0.181 0.000 0.000 0.618 0.618 0.000 0.000 0.000 0.000 -0.678 -0.320 -0.684 -0.318 0.625 -0.068 0.000 0.000 -0.323 0.041 0.132 0.395 -0.329 -0.329 -0.382 0.189 11.2928722 -1.1224913 9.7353208 7.0773306 12.1191949 11.8668721 7.9914005 11.5635024 10.7679229 9.1973307 13.2320244 11.4661390 7.1814395 11.0910667 10.8613648 10.7184366 2.5075917 13.3816669 10.0223169 12.1096297 10.3579440 10.7445512 10.7109441 12.5301283 12.7324296 11.8165030 0.8776657 3.4012209 9.2319080 10.4085526 11.3352960 12.0690263 11.4303277 -0.1223343 11.1291410 10.7207945 14.6872215 8.1995865 7.4960444 9.3665030 9.4616816 12.1009062 8.9981038 7.5179032 10.5558186 9.3381144 10.1497051 10.6203891 8.6441876 5.5780994 13.7511027 2.4626282 10.5487573 10.4365576 5.1995860 3.9220551 7.7603015 10.1112782 0.4625759 9.1549459 11.4281649 12.1096297 11.0687178 10.8674079 10.6077041 11.7901737 -1.1224913 3.1995938 8.8518867 10.6817896 6.7294073 4.1630639 9.6157508 12.5338600 10.7414577 11.4722165 9.4070891 10.3262912 8.5606531 10.4291362 7.2912868 10.0431937 10.3148904 -0.1223343 NA 8.1232115 7.2467320 9.8649226 9.4531978 7.6946420 10.0350055 3.3370831 TCGA-CV-5436 65 1 584 548 head and neck stage iva t3 n2b NA male 2001 548 no head and neck squamous cell carcinoma NA 1951 6 NA hispanic or latino 1 3 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2.843581e-06 1.040335e-06 8.53122432 -0.98850436 10.27720300 0.59655355 8.82376528 11.23709670 1.01156720 4.62629895 8.99315522 16.52509969 6.62629749 8.37572281 7.20634530 NA 7.24040688 8.59090400 4.89423087 4.14086862 9.77645952 8.11749662 -0.98850436 NA 9.00594140 5.07767882 10.83096878 1.59655355 11.86937465 11.08204436 9.48529378 9.62629785 0.01163876 -0.98850436 3.33350961 8.64365636 0.59655355 6.49540416 13.07211505 8.17649482 9.65724645 11.50919034 6.47101996 7.55848271 11.96141468 2.33350961 NA 14.85061949 13.41945320 9.43680397 -0.98850436 12.02229089 5.96508701 12.39394182 8.33126004 5.76647590 -0.98850436 NA NA 2.81895279 2.71202343 15.95925881 15.88424867 11.59467073 12.92858703 NA 3.33350961 11.28916600 NA 2.01160298 9.17397938 11.74035884 1.03308817 19.22717203 10.13376887 NA -0.98850436 0.01163876 11.68754501 7.84763807 3.40390847 11.12226705 10.28829396 15.71019783 9.52531565 5.14087271 3.40390847 11.00523400 10.20634481 4.76647325 12.71732078 7.02281498 11.07969444 10.39529227 -0.98850436 8.84763838 11.28974699 8.42521590 0.01163876 5.20141430 1.59655355 6.80600434 9.02700306 8.92447732 -0.98850436 0.59655355 0.01163876 6.32447041 NA 9.54394395 -0.98850436 13.03716015 9.29238192 11.61729899 3.81894257 12.78059929 6.94232565 8.00310971 11.61266230 8.01721263 9.07228404 9.63089085 10.44725828 10.93640046 10.73567541 -0.98850436 10.19708286 4.91847688 8.38445309 11.64253760 7.93640061 12.15177867 9.24520756 -0.98850436 9.18900762 0.59655355 0.85799000 1.08960000 0.58757000 -0.01064600 -0.65407000 -0.02000100 -0.00620570 -0.00620570 -0.04739500 1.14380000 1.17160000 -0.65373000 -0.64584000 -0.64584000 0.58955000 0.00000000 0.00000000 -0.00290910 0.00140660 0.00235810 -0.00360110 0.01109000 0.01894300 0.01838300 -0.00013862 -0.00055444 2.30470000 0.59530000 0.05551500 0.03185900 -0.64217000 0.00777830 0.00972760 -0.68332000 -0.64198000 -0.65482000 -0.65482000 -0.65482000 -0.65482000 -0.66105000 0.53517000 0.53517000 0.53608000 -0.01064600 -0.01064600 -0.00664320 -0.65230000 -0.00650500 -0.00650500 -0.73143000 -0.64584000 0.54785000 -0.00774820 -0.00774820 -0.94613000 0.00000000 -0.00885260 -0.00013862 0.00235810 0.00235810 -0.01632400 0.03199900 -0.00638790 0.49286000 0.49286000 0.01894300 0.01894300 -0.63708000 -0.00954260 -0.00055444 -0.00055444 -0.00387790 0.04145800 0.04145800 0.02691500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.583 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.305 2.305 0.000 0.000 0.000 0.000 -0.067 0.588 -0.143 0.518 0.000 0.000 -0.632 0.000 0.000 0.000 0.000 1.131 -0.646 -0.098 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.583 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.305 2.305 0.000 0.000 0.000 0.000 -0.067 0.588 -0.143 0.518 0.000 0.000 -0.632 0.000 0.000 0.000 0.000 1.131 -0.646 -0.098 0.000 0.000 11.88002472 1.33353823 10.95823115 5.27837511 11.28945652 11.61544145 8.49338755 10.37353174 9.35920927 9.12272370 10.71462632 11.55486149 7.15113936 10.72626279 13.13780845 9.60964047 4.76941208 12.71732078 9.10962018 11.07969444 11.49389177 10.02630585 12.17614456 12.80646071 13.31351279 6.73950791 0.01163876 2.01160298 9.93491539 9.80193642 9.64003358 12.48262806 11.67136092 1.01156720 11.58049413 10.53171548 13.96058570 9.95995515 5.62629895 8.78802104 9.16006452 11.67470127 9.96485316 8.24520756 10.73012084 9.73439548 9.77645952 9.96360113 9.02281526 7.67336632 14.85061949 3.01158509 10.21493602 11.59467073 5.09905109 6.05598300 0.01163876 9.08706711 0.01163876 9.32106425 8.20141234 11.07969444 10.39529227 10.62537744 11.28974699 11.89136264 2.47103134 1.59655355 6.72583384 9.02700306 6.79294773 7.10961965 9.54394395 11.43549176 11.61729899 12.18620163 10.79253776 10.60030265 9.83176690 9.63089085 8.12533029 10.55944650 10.02421245 0.59655355 NA 3.33350961 9.12716482 8.62997364 9.52334063 7.92447702 10.22651419 3.33350961 TCGA-CV-5439 62 1 546 546 head and neck stage iva t3 n2b NA male 2002 501 yes head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 3 1 1 3 3 2 2 5 2 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 1 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.912937e-06 1.213724e-06 7.9104820 -1.2058961 10.3715671 0.3790664 2.2535658 10.1194439 6.5754984 6.0702627 9.1702638 16.4643796 7.9130797 7.8895356 7.8494207 NA 9.2318905 8.9703116 5.5490253 5.5754969 10.3332972 8.6111218 0.7941039 NA 5.4945788 4.2203996 11.4556938 3.7010278 10.4284956 10.6270284 10.5356053 11.6337358 -1.2058961 NA 0.3790664 9.5190614 NA NA 12.3030473 2.7010389 9.1058412 11.1398208 7.4594742 3.4380000 12.7756164 1.6015064 NA 10.6972670 13.6115717 8.0133070 0.7941039 13.0396910 8.2279326 12.2725288 5.3940510 5.0979183 -1.2058961 -1.2058961 -1.2058961 0.7941039 NA 15.7018036 16.0745312 10.6579375 12.9700777 -0.2058961 2.7010389 9.5795909 -1.2058961 1.1160986 8.9876636 10.6353096 -1.2058961 19.2694938 10.3434417 NA 0.3790664 NA 11.8275614 6.2370818 4.7483324 11.2118089 10.0962060 15.3166586 9.4656794 1.3791219 2.9640659 11.3835554 9.6737216 4.7483324 12.5555805 9.5481908 11.6490067 11.7981832 NA 8.2718967 11.0547639 4.0420664 NA NA 3.8816059 6.7656819 9.5237591 8.7130015 1.9640659 0.7941039 -1.2058961 7.8868958 NA 11.6159123 4.7714208 13.0407305 7.3359709 11.2784578 2.8816059 13.0684437 2.4945692 8.2035291 11.1808092 6.4736181 9.7285665 9.6269888 7.3601922 8.7337177 10.4225839 0.7941039 8.3391026 4.7714208 6.5754984 11.7619050 8.5639761 11.6902815 8.3255200 NA 11.7723125 0.3790664 -0.00609040 -0.00609040 0.61462000 0.51786000 0.00930980 0.00930980 0.23371000 0.23519000 0.00097064 0.00097064 0.00444110 -0.27476000 -0.27476000 1.57410000 0.69372000 -0.10828000 -0.10828000 0.05950800 0.05950800 0.00180300 0.00180300 -0.00318590 -0.03135900 0.50255000 0.50255000 -0.51290000 0.05936600 0.05936600 0.16280000 -0.27953000 -0.25011000 -0.26203000 -0.00609040 -0.00609040 -0.00609040 -0.45758000 -0.45758000 -0.45758000 -0.45758000 0.03919500 -0.47035000 -0.47035000 -0.47035000 0.11638000 -0.24314000 0.26624000 0.00930980 0.23519000 0.23519000 0.00097064 -0.27476000 1.57410000 0.00000000 0.00000000 0.00000000 -0.10828000 -0.10828000 0.05950800 0.00180300 0.00180300 0.18601000 0.17281000 -0.00318590 0.27253000 0.27253000 -0.56346000 -0.03135900 -0.52859000 -0.52859000 -0.51290000 -0.23533000 -0.53571000 -0.29756000 -0.26155000 0.16280000 0.000 0.000 -0.108 -0.108 0.000 0.000 0.000 0.173 0.000 0.273 0.273 -0.532 0.000 -0.026 -0.529 -0.235 -0.235 -0.255 -0.255 0.000 0.000 -0.536 0.000 0.000 0.000 -0.352 0.106 0.000 -0.470 0.518 0.116 0.000 0.000 0.234 0.234 0.000 0.000 -0.275 0.419 -0.285 -0.123 0.000 0.000 -0.108 -0.108 0.000 0.000 0.000 0.173 0.000 0.273 0.273 -0.532 0.000 -0.026 -0.529 -0.235 -0.235 -0.255 -0.255 0.000 0.000 -0.536 0.000 0.000 0.000 -0.352 0.106 0.000 -0.470 0.518 0.116 0.000 0.000 0.234 0.234 0.000 0.000 -0.275 0.419 -0.285 -0.123 10.843306 -1.205896 10.875505 6.555689 10.711510 11.909816 11.427588 11.968440 7.996262 10.249979 11.408158 11.555897 8.693495 10.753778 11.981181 10.212518 4.435395 12.555581 8.535605 11.649007 11.165915 10.224068 11.737752 13.375209 13.604760 7.412524 -1.205896 4.317702 10.076648 10.043844 11.3186801 11.8368237 12.5625295 -1.2058961 10.8974261 10.7055304 15.0024644 9.7541402 5.6270289 9.3009419 8.0749089 12.6524108 8.3131846 7.8921706 9.8716218 9.3108234 10.3332972 11.2386356 8.9091821 6.5490253 10.6972670 1.6015064 10.6656586 10.6579375 6.4736181 5.3019315 -0.2058961 9.7785569 1.3791219 9.4559165 7.4451904 11.6490067 11.7981832 11.0714258 11.0547639 11.2972187 -1.2058961 NA 7.5667832 8.6301888 6.6645028 3.4945820 11.6159123 11.5381312 11.2784578 12.3115617 10.4334790 10.8732898 8.6474480 9.6269888 6.2779550 10.1300870 9.9671908 5.2698710 NA 6.1250559 9.7224939 9.6889561 9.9628104 8.0108844 10.1724333 4.3791011 TCGA-CV-5440 52 0 NA 3270 head and neck stage iva t4a n2b NA male 2002 2732 yes head and neck squamous cell carcinoma NA 1978 42 white not hispanic or latino 2 4 1 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.294393e-06 1.144368e-06 9.7922362 3.2870881 11.1416085 0.1171631 2.7021256 10.1206793 4.2046259 6.7465184 9.0858280 14.3014168 7.4658896 7.4747135 8.5434263 NA 7.7392129 8.1311820 5.4637630 3.7021256 12.0883456 7.5137663 -0.8828369 NA 8.4965398 8.4025636 11.5062549 NA 10.0195365 10.6160105 10.1065559 10.0404888 -0.8828369 1.3771793 0.7021256 8.2104205 NA NA 12.9270299 5.4570098 10.1192732 10.9902209 7.1832503 8.2335051 10.9152281 5.8985204 0.7021256 12.6739069 11.8376194 8.2515875 NA 11.1805564 6.8301691 12.7798297 5.0479004 2.8176028 2.4390912 NA 0.7021256 1.4390912 -0.8828369 15.3666839 14.8375251 10.6392524 13.1764213 0.1171631 1.7021256 10.4812960 0.1171631 2.4390912 9.3615252 12.2490183 NA 17.5941409 9.0523265 3.5094805 1.1171631 1.1171631 11.2980029 11.2341550 4.4025653 10.7729916 9.6534085 15.1053800 9.5286723 6.1832503 3.5094805 11.0024764 9.6387617 4.2870881 13.0588243 9.3909570 11.7755960 10.7198602 0.1171631 8.6009770 10.5429018 6.7318716 NA NA 4.0240537 7.0771629 9.5276127 11.5593273 -0.8828369 5.5434247 2.7021256 5.9626508 NA 10.5260218 NA 12.8143461 8.9772241 11.2939578 2.4390912 12.9805733 7.0059041 8.1751533 10.6358145 5.7318702 8.8670306 10.2218780 7.0887045 10.3549688 9.7780485 0.7021256 11.3710088 8.4636752 8.8836902 11.7784941 8.1478287 11.1115148 9.6611597 0.1171631 11.0753515 1.9245180 0.4024400 0.4391900 0.7215000 0.4816500 -0.0167040 0.6126200 0.8170400 0.8370700 0.4218000 0.4120300 1.2936000 0.8123200 0.8123200 0.7947300 0.3338100 0.3929700 3.2722000 1.9281000 -0.0239770 0.8046100 0.4420600 -0.0325030 0.3771000 0.2697700 0.2423300 0.1700100 -0.4955900 -0.0389860 0.0637950 -0.4733200 -0.4596100 0.8337200 0.4024400 0.4047700 -0.4948600 -0.4847000 -0.4847000 -0.4899500 -0.4899500 -0.4950700 -0.4763800 -0.4763800 -0.4799400 -0.4717300 -0.4717300 -0.4887900 -0.4826000 0.0000000 -0.0486840 0.3520200 0.8123200 0.7947300 -0.4851200 -0.0341570 -0.0341570 0.4209900 -0.4986100 -0.0239770 -0.4970500 0.3860100 0.7179100 0.7107600 -0.0706680 0.0051359 0.0051359 0.3683800 0.3613300 -0.4939600 -0.4827100 -0.5734800 0.2548000 -0.4339800 0.0797350 0.0353100 0.0496820 0.000 0.000 -0.480 -0.480 1.928 0.000 0.773 0.718 0.000 0.000 0.000 0.368 0.368 0.242 -0.240 0.165 0.165 -0.460 0.374 -0.496 -0.496 -0.434 0.000 0.421 0.421 -0.490 0.721 -0.495 -0.495 0.010 -0.472 0.000 -0.219 0.817 0.817 0.412 0.412 0.795 0.359 0.000 0.000 0.000 0.000 -0.480 -0.480 1.928 0.000 0.773 0.718 0.000 0.000 0.000 0.368 0.368 0.242 -0.240 0.165 0.165 -0.460 0.374 -0.496 -0.496 -0.434 0.000 0.421 0.421 -0.490 0.721 -0.495 -0.495 0.010 -0.472 0.000 -0.219 0.817 0.817 0.412 0.412 0.795 0.359 0.000 0.000 11.0187825 -0.8828369 11.0660432 6.0829452 11.3698268 12.3043525 9.0582091 12.0272419 7.9405286 9.3874567 12.3143780 12.1988112 7.9967446 11.8801662 11.0847479 10.1436847 4.4172854 13.0588243 9.8728835 11.7755960 10.8952385 11.3420674 11.6521936 13.5737872 13.0420666 11.1519603 1.1171631 2.4390912 9.7860463 10.3833623 9.5673416 11.9807669 11.2719794 0.7021256 10.8110838 10.4435908 15.0922646 9.6563201 6.7170745 9.5126954 8.7355469 12.4426073 8.1898033 7.6563205 10.2039610 10.4949142 12.0883456 10.8339808 7.6090147 8.3650888 12.6739069 -0.8828369 10.8067226 10.6392524 5.3650906 3.2870881 6.4390895 8.8279679 -0.8828369 8.7931185 9.7664176 11.7755960 10.7198602 10.3057502 10.5429018 11.6936457 5.7465170 6.1395288 8.8803736 13.5318466 7.8071591 5.5094773 10.5260218 11.2009731 11.2939578 12.2011392 10.0677172 10.1649669 7.8886507 10.2218780 8.2230697 9.9083242 10.1416084 NA -0.8828369 5.4025619 8.4897870 9.4175139 9.6650198 7.8141287 9.8271067 4.1615572 TCGA-CV-5441 58 0 NA 2663 head and neck stage iva t4a n2b NA male 2003 NA NA head and neck squamous cell carcinoma NA NA 5 white not hispanic or latino 4 2 1 2 3 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6 0 4 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 4 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 6 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.064609e-05 3.571815e-06 8.64047344 -1.09418702 10.75673210 1.22767947 4.39761816 9.97454222 4.97185160 4.78840905 9.04531518 14.80289987 6.96645931 8.54419981 8.43909366 NA 9.24561403 8.90717219 4.26331240 3.90576485 6.75751269 7.77612834 NA -1.09418702 9.08567295 4.54961989 11.33595509 NA 10.61355440 10.33621643 10.60923499 8.97050657 -1.09418702 0.90573598 2.81266251 7.87923157 NA NA 12.51563522 7.03504650 9.82164326 11.37056493 9.13938354 5.20954304 11.84424087 0.90573598 NA 13.04339553 12.87640910 9.24003712 -0.09418702 13.08209294 2.16880247 12.04483557 5.82462785 4.99322600 NA -0.09418702 NA 3.07568665 3.85995961 14.95158736 14.71467684 10.33726152 12.47074697 NA 3.42932137 11.57818925 NA 0.49077548 8.51124347 11.07474939 2.31990691 18.92424849 9.88017858 6.10543713 1.49072415 0.90573598 11.93487858 7.12008336 8.45265844 11.21915720 10.76335621 15.13962698 9.76762633 3.54961989 2.90575523 11.21949726 9.80738503 4.73865436 12.32809156 6.67394785 10.01755172 11.69060322 NA 8.63877908 9.76218950 4.60620531 -0.09418702 NA 0.49077548 6.65395712 8.44879567 8.83502242 NA 1.71312390 NA NA -1.09418702 10.62129695 7.75438715 12.45229672 9.55238572 9.94810729 4.33202759 13.33993604 2.81266251 7.04018998 11.30129807 7.59226417 9.41355854 9.37743917 5.17255152 10.00905179 11.43787631 -0.09418702 7.76374485 5.20954304 8.44492294 11.49072645 7.53875930 11.67972732 8.26989856 NA 11.46059258 0.49077548 0.0031910 -0.0252090 -0.0931390 0.0683780 0.5811200 -0.0649110 0.0340860 0.0431570 -0.5693400 0.5022100 0.4186600 0.3225300 0.3225300 0.3225300 -0.2809400 -0.0750680 2.4996000 0.0352420 0.0352420 -0.5474400 -0.5474400 -0.2380200 0.0083351 2.0133000 -0.5721900 -0.0918160 0.0540910 0.0273570 -0.0725900 -0.0013260 0.0244080 -0.2393600 0.0031910 -0.6041900 -0.0460410 -0.2668500 -0.2584700 -0.2437500 -0.0931390 0.0182430 0.0182430 0.0167360 0.0167360 -0.3032200 -0.3032200 -0.3517900 -0.0186280 0.0431570 0.0431570 -0.5962400 0.3225300 -0.2491000 0.3364200 0.1252000 0.1252000 -0.0971000 -0.5593100 0.0202970 -0.5474400 -0.5474400 0.0095883 0.0095883 -0.2380200 -0.1038100 -0.1038100 0.0083351 0.0083351 -0.5478400 -0.5478400 -0.0918160 -0.0918160 0.1200500 -0.0750380 -0.0750380 -0.0714720 0.125 0.125 0.000 -0.522 0.000 0.000 -0.547 0.000 -0.238 0.000 0.000 0.000 0.000 1.990 -0.548 0.000 0.000 0.000 -0.238 0.000 0.000 0.120 0.000 0.000 0.000 -0.151 0.000 0.000 0.000 0.000 -0.303 0.000 0.000 0.000 0.000 -0.148 0.419 0.073 -0.249 0.000 0.000 0.125 0.125 0.000 -0.522 0.000 0.000 -0.547 0.000 -0.238 0.000 0.000 0.000 0.000 1.990 -0.548 0.000 0.000 0.000 -0.238 0.000 0.000 0.120 0.000 0.000 0.000 -0.151 0.000 0.000 0.000 0.000 -0.303 0.000 0.000 0.000 0.000 -0.148 0.419 0.073 -0.249 0.000 0.000 10.38857186 -0.09418702 10.05221168 6.59925084 10.62686309 10.99024014 11.00379602 11.82555836 9.03375831 8.64554460 11.41553892 11.28432974 6.66731453 10.43030566 12.24115429 10.56486790 4.65797720 12.32809156 11.03150024 10.01755172 10.13036862 10.40511157 10.98990797 13.33287180 12.54306806 9.15250465 -1.09418702 1.22767947 9.09063937 9.24003712 10.5617418 12.1327781 11.3172749 0.4907755 11.5398943 10.7998238 13.9932131 10.1882732 5.5922657 9.9092818 8.9336700 9.8081390 8.9839148 8.5496203 10.5554692 9.6302779 6.7575127 10.4727693 8.5332978 6.3814980 13.0433955 -1.0941870 10.2203471 10.3372615 5.6472310 5.3487069 NA 9.6522782 NA 8.7259429 6.7761290 10.0175517 11.6906032 11.0501035 9.7621895 11.5570399 NA -1.0941870 5.8482774 9.4907264 5.7259429 3.0756866 10.6212970 11.4857869 9.9481073 12.5573763 10.7990654 9.6455446 9.2378005 9.3774392 8.0555113 10.6957051 10.2231766 2.9057552 NA 0.9057360 8.4960888 10.1719649 9.3794698 7.1865342 10.7009919 6.0142883 TCGA-CV-5442 76 0 NA 2327 head and neck stage iva t4a n2b NA female 2004 NA NA head and neck squamous cell carcinoma NA NA 4 white not hispanic or latino 4 5 2 3 3 3 2 3 3 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7.490409e-06 1.90728e-06 6.26685586 NA 10.88616441 NA 0.06722567 10.78228692 5.86159812 4.31510970 7.83867260 11.76458489 7.91580590 4.92516393 8.34795349 NA 8.82873407 10.03584973 4.38911246 4.35258199 11.34766372 9.50701383 NA NA 2.23710477 0.06722567 11.36581833 NA 10.99088177 10.46912905 10.92788194 10.09093730 NA NA 0.06722567 10.09942843 NA NA 15.06370052 6.83536704 8.92982028 11.89154503 5.94982671 NA 12.06823918 NA NA 11.70267429 13.23663819 8.73783917 -0.93291204 12.11975093 5.99744823 12.70312770 3.52661974 7.12246566 2.38909869 NA NA 1.06715682 1.06715682 9.75715463 10.48151934 10.41369668 11.94101147 NA 0.65214227 10.49606642 -0.93291204 NA 11.02319595 11.64248579 0.06722567 19.22615079 9.12652742 NA NA NA 11.92049247 3.59074572 3.06719125 11.54105348 10.08399116 15.70761144 9.50908951 0.06722567 4.06718264 10.39136347 10.27907124 2.38909869 12.51839400 4.27663810 13.25089580 12.56640594 NA 9.33513998 11.57051174 2.76761243 NA NA 1.65214227 8.14933203 9.89849014 8.81033416 NA NA NA 5.91267381 NA 11.40870173 NA 13.04329947 9.74829836 11.22705422 NA 13.93330269 2.87454125 8.17831876 10.72271362 4.90007462 10.26624168 10.00554961 8.66709557 4.92516393 9.44656124 0.06722567 10.35431804 2.65214227 8.72181899 13.09612495 7.47657368 12.42032973 9.31511038 NA 12.87755370 NA -0.024114 -0.024992 0.659770 2.568400 0.634630 0.634630 0.628060 0.628060 0.655460 0.655460 0.655460 0.662400 0.662400 0.662400 0.676040 -0.053341 -0.053341 -0.047666 -0.047666 -0.056307 -0.056307 -0.056712 -0.054420 -0.067056 -0.067056 0.640300 0.687010 0.674740 0.231630 0.685700 0.685150 0.622610 -0.024992 -0.024992 -0.018353 0.659770 0.659770 0.659770 0.659770 -0.088904 -0.067592 -0.067592 -0.869000 -0.049705 -0.059807 -0.059807 0.681050 0.628060 -0.089037 0.678270 0.662400 0.662400 0.000000 0.000000 0.000000 -0.053341 -0.053341 -0.047666 -0.046583 -0.046583 -0.066922 -0.867560 -0.051753 -0.060470 -0.060470 -0.054420 -0.054420 -0.067056 -0.067056 0.640300 0.638280 -0.060345 0.258090 0.258090 0.231630 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.638 0.638 0.672 0.672 0.675 0.675 0.000 0.000 0.000 0.000 0.660 0.660 0.000 0.000 2.568 2.568 0.635 0.635 0.628 0.628 0.655 0.655 0.662 0.662 0.258 0.258 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.638 0.638 0.672 0.672 0.675 0.675 0.000 0.000 0.000 0.000 0.660 0.660 0.000 0.000 2.568 2.568 0.635 0.635 0.628 0.628 0.655 0.655 0.662 0.662 0.258 0.258 11.233660 NA 10.558054 6.276636 9.605372 12.115155 11.689692 12.083643 5.574976 10.457889 10.439504 11.720252 8.674513 10.917760 12.469129 10.505975 5.818058 12.518394 9.817052 13.250896 11.664304 10.913065 11.770005 14.093254 12.616005 7.375522 -0.932912 3.711043 10.244602 10.714641 10.59368215 11.72539438 9.36524547 NA 12.15464573 10.28150202 15.10053578 9.13730396 4.97407496 8.03007890 9.84772262 11.88156510 8.83457281 9.66150752 9.93985774 8.34795349 11.34766372 10.37722756 10.21438785 6.43350532 11.70267429 2.65214227 9.06718291 10.41369668 6.56702819 4.23710477 NA 10.09577967 -0.93291204 9.56603215 6.40703317 13.25089580 12.56640594 11.33835410 11.57051174 11.50076835 NA NA 5.94982671 8.94369984 4.49344880 NA 11.40870173 11.59294839 11.22705422 12.94369984 10.56951748 9.62942529 6.54291578 10.00554961 6.26685586 11.27937530 10.01481987 0.06722567 NA 2.38909869 5.75368476 10.59563699 9.12246540 7.45519980 10.05586753 6.29600213 TCGA-CV-5443 63 0 NA 2784 head and neck stage iii t3 n0 NA male 2004 2567 no head and neck squamous cell carcinoma NA 1958 0 black or african american not hispanic or latino 3 5 1 1 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560502e-06 7.975899e-07 11.2030143 NA 10.4244237 2.2426635 3.0499966 11.3337550 4.7345037 7.4275257 7.7424961 15.3835799 6.4905782 6.2426501 8.6456624 NA 8.8774614 9.4100684 5.5464315 4.9150763 10.8360414 7.0305524 0.2426940 NA 8.7122921 10.0240100 11.4524082 NA 10.1207012 10.2856776 10.7244497 9.8692720 NA 0.2426940 2.8276158 9.2521571 -0.7573060 NA 13.5287026 9.3046963 9.2055462 11.2615459 8.1222337 6.0240093 10.5199376 3.8276158 NA 10.9035375 12.9189379 8.3796413 3.9975363 12.3483951 4.0500053 11.1210844 5.0240093 6.2538777 NA NA NA 3.2426482 1.5645733 14.6230772 14.6253293 9.7504449 12.8625263 0.2426940 5.2650167 10.5763647 5.9008620 3.1495358 9.2184983 11.7357552 3.8276158 18.0576964 12.0309608 NA 1.5645733 0.8275752 11.7474693 7.8828955 5.7183835 11.1456810 9.9866432 15.0384109 8.8954953 2.5645733 4.0500053 10.5690798 10.0731655 5.5464315 12.0590120 11.8916818 11.6912828 11.2989493 NA 9.1880940 11.4265957 8.5070929 2.5645733 NA 3.2426482 7.5690794 8.6876651 10.1344340 3.9430868 1.5645733 NA 7.6562783 NA 10.4976788 NA 13.6895397 9.2547020 11.0747491 2.5645733 12.7949591 0.8275752 7.7818088 11.0916643 9.4618187 9.3860334 10.6128472 5.0755412 10.8647021 9.5395665 -0.7573060 11.5532631 5.3087395 8.4200697 11.5620401 8.1733878 11.5746868 8.3433128 -0.7573060 10.2650180 2.0500140 -0.00339670 0.00489980 0.02684800 0.01586600 -0.55817000 -0.03980100 0.00374650 0.00374650 0.00638100 0.01084200 0.00374650 1.56350000 0.00930980 0.01140000 0.00679880 0.00055459 0.00055459 0.00597000 -0.00213980 -0.00423960 -0.00423960 0.00833510 0.00000000 0.00819590 0.00875280 -0.02164700 0.01698500 3.17410000 -0.05050600 0.01474900 -0.00439160 0.00136950 -0.00339670 -0.00339670 -0.00097017 0.00903120 0.00903120 -0.00096013 -0.00096013 -0.00347250 -0.00484610 -0.00484610 -0.56360000 -0.00644250 -0.00644250 0.01084200 -0.56017000 0.00244340 0.00680440 0.00355450 0.00930980 0.01140000 -0.00659790 -0.00659790 -0.00659790 0.00055459 -0.55637000 -0.00213980 -0.00423960 -0.00423960 0.00471900 -0.54854000 0.00833510 -0.55817000 -0.55817000 0.00000000 0.00000000 0.00875280 0.00875280 -0.02164700 -0.02164700 0.57809000 -0.03626500 -0.03626500 -0.06194100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.558 -0.558 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.558 -0.558 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.5484270 -0.7573060 10.8319691 11.8236154 9.3524809 11.2521290 11.9895844 12.4089703 8.8388399 10.2979327 10.9705707 11.7372559 10.0588340 10.2426503 10.2012029 11.0688014 5.3850651 12.0590120 10.9705707 11.6912828 10.7957996 10.2468707 10.8950471 12.9240314 12.6655035 10.4349431 0.8275752 4.8865063 9.6274339 10.2636302 10.676757 11.243707 12.839772 2.242663 11.723693 10.671534 14.979018 7.956896 10.092837 8.829490 9.742496 12.551274 10.242347 8.113015 10.677800 9.660503 10.836041 9.817244 10.010007 10.506506 10.903538 2.050014 9.572447 9.750445 5.766214 9.108384 NA 9.662611 0.242694 9.416327 10.280883 11.691283 11.298949 11.042337 11.426596 11.400629 NA NA 8.752425 11.949794 11.061232 5.050005 10.497679 10.950872 11.074749 12.292329 10.637649 10.206991 10.697977 10.612847 7.523421 10.736005 10.449665 1.827616 NA 10.981587 10.776749 9.943090 8.492949 8.430003 10.191747 6.943090 TCGA-CV-5444 64 0 NA 2437 head and neck stage iva t4a n1 NA male 2004 1969 no head and neck squamous cell carcinoma NA NA 3 black or african american not hispanic or latino 1 6 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 2 0 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 2 0 4 3.675849e-06 1.629858e-06 10.0279060 NA 10.1811523 4.7813597 7.8201790 10.6243385 4.3575520 7.9098931 8.7159620 16.4804401 6.8826430 8.7431514 7.5430318 2.9068906 9.1267045 7.7879026 4.4262648 7.0223678 7.3128830 7.4958550 2.7004397 1.3219281 12.9572835 6.5313815 11.6717622 0.5849625 10.3134499 10.2473342 10.1743015 10.3755825 1.3219281 0.5849625 5.3575520 9.1676439 NA -1.0000000 13.5230105 6.9600019 8.5961898 11.4951055 9.3037807 9.0874628 12.0143692 6.4008794 NA 11.3885555 13.7269632 8.9758480 2.3219281 11.4609678 9.3071325 12.4636521 7.7448338 6.5774288 3.0874628 NA 1.0000000 3.5235620 2.3219281 15.7662307 16.2619535 10.5152070 13.1535520 NA 5.6438562 10.9494620 -1.0000000 3.8579810 9.0834793 11.2179577 1.9763636 18.0765129 11.8942494 NA 4.4262648 3.7004397 11.3564520 11.0491679 6.1189411 11.4423889 10.0586683 15.3150448 8.9844185 5.7681843 4.5235620 10.7887183 10.1039434 7.2714630 11.6572291 9.3728651 10.8439211 12.4292760 0.0000000 8.2830884 11.3545249 7.1598713 3.8073549 -1.0000000 4.0443941 7.3531468 9.3739527 10.8898842 0.0000000 4.9541963 3.6438562 6.8454901 NA 10.7274951 4.6147098 12.7722115 9.1416601 10.5627194 5.5545889 12.9541963 7.0443941 7.6724253 11.2520740 8.6617781 9.3342733 10.1286324 10.5797873 13.8033239 11.6003776 2.7004397 10.4983506 7.8073549 8.1699250 11.5493034 8.1163440 11.3086234 9.2946207 2.4594316 9.0525681 2.4594316 0.0000000 0.0000000 0.4329800 0.1910200 -0.2037400 -0.2138200 0.6226000 0.6308000 -0.2981500 0.6584800 0.6364600 -0.2752300 -0.2752300 1.0358000 1.0256000 0.0331270 0.0331270 -0.0107840 0.0045800 -0.0487480 -0.0589330 -0.0553640 -0.3027500 -0.2672100 -0.2672100 -0.0461980 0.3343200 0.3343200 0.3319900 0.1347600 -1.0112000 0.1686500 0.0000000 0.0000000 0.0000000 -0.2929600 -0.2929600 -0.2929600 -0.2929600 -0.1123600 -0.1347400 -0.1347400 -0.8106300 -0.2814900 -0.2803700 0.1866200 -0.2344300 -0.2864400 -0.3159900 -0.3145600 -0.2752300 0.4054400 -0.5312400 -0.5312400 -0.0479360 0.0419210 0.0533790 -0.0328600 -0.0487480 -0.0487480 0.1905600 0.1790500 -0.0553640 -0.2339800 -0.2642000 -0.3027500 -0.0066432 -0.2672100 -0.2672100 -0.0461980 -0.0353120 -0.2338600 0.5774600 -0.3730600 0.1664000 -0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.191 0.000 0.000 -0.234 -0.291 0.000 -0.267 -0.267 0.000 0.000 0.170 0.170 0.334 0.334 -0.202 0.000 0.000 0.000 -0.293 0.433 -0.112 -0.112 0.187 0.187 -0.214 -0.214 0.336 -0.286 0.338 0.636 -0.270 0.023 0.166 0.166 -0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.191 0.000 0.000 -0.234 -0.291 0.000 -0.267 -0.267 0.000 0.000 0.170 0.170 0.334 0.334 -0.202 0.000 0.000 0.000 -0.293 0.433 -0.112 -0.112 0.187 0.187 -0.214 -0.214 0.336 -0.286 0.338 0.636 -0.270 0.023 0.166 0.166 12.115206 -1.000000 10.859178 6.392317 11.877859 12.472050 9.443980 10.855258 10.918118 10.274960 11.202430 11.849405 8.696968 10.595257 11.596656 10.164907 5.886672 11.657229 9.255029 10.843921 11.806751 10.354800 11.864573 12.956972 12.634017 8.312883 2.000000 NA 10.176796 9.477758 10.5603328 11.9532871 11.7383034 0.5849625 11.5306502 10.1292830 15.1102912 8.8169836 8.1059085 9.4377521 9.2443638 11.7813597 8.0927571 7.6865005 10.5531493 8.8454901 7.3128830 10.6366246 9.0940777 7.7780771 11.3885555 2.7004397 10.5859014 10.5152070 5.2094534 6.3923174 4.6438562 9.4429435 0.5849625 9.6794801 9.7968508 10.8439211 12.4292760 10.3982093 11.3545249 11.3869402 0.5849625 8.2644426 8.5774288 12.2079294 6.3398500 5.2094534 10.7274951 11.0049227 10.5627194 11.5444815 10.4278366 10.4953554 10.0443941 10.1286324 7.1749257 10.1254135 11.1935254 3.8073549 4.4485706 0.5849625 9.7236865 9.8137812 10.2137118 6.5999128 9.6829946 4.9307373 TCGA-CV-5966 63 1 545 NA head and neck stage iva t4a n1 NA female 2005 NA yes head and neck squamous cell carcinoma NA 1965 1 white not hispanic or latino 4 6 2 1 1 1 3 1 1 1 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.329071e-06 1.005657e-06 10.7749782 NA 10.1541965 0.1584663 4.4314491 10.4814841 -0.4266255 3.7433965 7.6635795 16.3647720 6.3216594 8.1603066 7.9828579 NA 9.3686948 10.2851339 3.4803556 NA 2.8953996 8.9528452 -1.4266255 NA 6.7181246 3.9997295 10.7228965 5.6287503 10.8818059 9.7295499 9.3848416 11.2728224 NA -1.4266255 0.8953802 7.9376675 NA NA 12.8869877 4.0653224 10.7651430 9.5283902 8.0164105 6.1126251 12.8318121 0.5734715 -1.4266255 11.8998964 11.8259845 8.1337998 NA 10.1626499 1.9889573 9.7986743 8.2599673 4.7027517 -0.4266255 -1.4266255 NA 5.3936462 4.2458911 17.0915896 17.0959759 11.7235314 12.4103062 -1.4266255 1.1584017 11.7190807 -1.4266255 2.1584340 9.0832418 10.9807346 NA 17.3935679 11.2276553 -0.4266255 1.8953802 -0.4266255 11.5871385 7.9441545 5.6715000 10.3595853 11.3439243 15.5832114 8.9986827 -0.4266255 2.8953996 11.5954878 11.1480604 3.2173238 11.2307853 10.1677914 9.7926354 11.0039194 NA 8.9233010 10.7050023 2.1584340 NA -1.4266255 -1.4266255 5.9043829 8.7608191 8.2773706 -1.4266255 0.1584663 NA 2.2739037 -1.4266255 10.2743401 NA 12.7814725 9.3366625 10.7225788 1.7433857 13.4491202 6.8402530 7.7998793 12.0698213 5.8495915 8.9188722 8.2582155 6.0164094 10.8376162 11.9377383 2.5734715 11.3306485 5.3149321 7.8261321 11.3370942 7.0451426 11.1551383 8.4622102 -1.4266255 4.0653224 -0.4266255 -0.0197000 0.0470110 0.4233800 0.3880300 0.0161350 0.0161350 0.0080830 0.0080830 -0.4104500 0.3558000 0.4026400 0.6088600 0.6088600 0.5304500 0.5154500 0.0355500 0.0202290 0.0216300 -0.0153030 0.0997520 0.2329000 -0.2972200 -0.1530800 0.3033000 -0.1648200 -0.0550690 0.4613000 0.0423340 -0.0095165 0.0264000 -0.0078602 -0.0398490 -0.0197000 0.0289300 -0.3960600 -0.1984700 -0.1834300 -0.1834300 -0.2958500 -0.0096545 -0.0096545 -0.0096545 -0.4084600 0.0023843 0.0139370 0.0049272 0.0489980 -0.0087821 -0.0087821 -0.4494700 -0.6510700 0.5304500 -0.4163900 -0.4163900 0.1929400 0.0219970 0.0090598 -0.2027200 -0.4333100 0.0997520 -0.2011000 -0.1802300 -0.1879500 -0.4051500 -0.4051500 -0.1530800 -0.1530800 -0.6064000 -0.6099700 -0.0550690 -0.0550690 -0.1898400 0.0015517 -0.0174930 -0.0174930 -0.223 0.193 0.000 0.000 0.000 0.000 0.000 -0.180 -0.188 0.000 0.000 -0.153 -0.153 -0.121 -0.377 0.000 0.000 0.000 0.000 0.000 0.000 -0.190 0.000 -0.154 0.000 -0.183 -0.183 0.000 0.000 0.297 0.000 0.000 0.000 0.000 0.000 -0.055 0.356 0.609 0.609 0.000 0.000 -0.223 0.193 0.000 0.000 0.000 0.000 0.000 -0.180 -0.188 0.000 0.000 -0.153 -0.153 -0.121 -0.377 0.000 0.000 0.000 0.000 0.000 0.000 -0.190 0.000 -0.154 0.000 -0.183 -0.183 0.000 0.000 0.297 0.000 0.000 0.000 0.000 0.000 -0.055 0.356 0.609 0.609 0.000 0.000 11.7985236 NA 10.1031561 8.2173228 12.2064621 10.6539447 8.7877860 10.1607756 7.3449563 9.7823109 10.9077402 10.0461577 8.5406930 10.1409477 9.7364875 10.2014567 4.3665810 11.2307853 10.2159699 9.7926354 11.5340119 9.8501729 10.6953241 12.4806871 13.8829432 6.0164094 0.1584663 4.9485074 9.5678204 9.0018270 10.5500310 12.2115633 11.0132978 0.1584663 10.8420089 10.4099118 14.3341320 7.3316900 6.2388021 7.9722107 7.3013874 10.4488323 9.8186689 8.5012449 10.5327444 8.7632914 2.8953996 9.3258476 9.2971279 6.9354102 11.8998964 1.3808403 9.6522848 11.7235314 5.6924077 5.8402542 1.7433857 8.7396301 NA 8.1789461 10.2463341 9.7926354 11.0039194 11.0982534 10.7050023 11.5681738 5.1126251 -1.4266255 7.4283350 10.6236557 2.2739037 2.4803685 10.2743401 10.8643497 10.7225788 12.6495309 11.2507461 10.6536182 10.2005447 8.2582155 7.0080947 10.9362326 9.2511865 2.1584340 -1.4266255 0.1584663 9.3088282 9.4275561 8.6728146 5.6715000 8.8058877 4.7632894 TCGA-CV-5970 59 1 406 406 head and neck stage iva t4a n2b NA male 2009 406 NA head and neck squamous cell carcinoma NA 1963 11 white hispanic or latino 1 3 3 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5.756518e-06 2.080669e-06 9.383895847 NA 10.331911188 2.915750337 4.294260490 10.536822042 7.344247077 6.500709651 9.126499539 15.380207682 7.492671994 8.871493772 7.122598180 -0.991082905 9.119992093 9.277983121 4.841746737 5.709296151 2.915750337 8.661701508 0.593784005 NA 11.024619918 7.218309425 11.458005074 NA 10.818222657 10.644574563 10.839767683 10.891881499 -0.991082905 NA 3.963048651 9.523807154 NA NA 13.914948430 5.866836287 8.929209282 11.628388670 7.936634406 6.885373027 13.572767671 1.008845403 NA 14.401911642 13.151362405 9.514667903 NA 12.905094205 13.368643031 12.063460743 6.117381289 6.218310394 0.593784005 NA -0.991082905 1.008845403 0.593784005 15.388674057 15.952045429 10.151601746 12.579186514 NA 5.484589306 11.325986330 0.593784005 1.816231050 8.645481192 10.701907676 0.593784005 18.623826814 10.920997309 NA 2.468296574 1.816231050 12.311066932 9.579660823 7.854346675 11.404422703 10.158603503 16.197232772 9.462126980 5.532419827 3.256784236 10.973919170 10.291365732 6.716215855 11.989138830 9.116073593 10.294836563 12.699836526 -0.991082905 8.394718627 11.537310532 4.008854364 -0.991082905 NA 4.053250385 6.702343097 10.164939475 9.704954593 2.008845403 1.330787836 0.008917095 5.383894336 NA 11.300890410 5.074946364 12.730169254 10.326608240 11.180345999 4.500706465 13.193731771 6.508702777 9.015883608 11.389046884 8.428816570 10.420367445 9.984023764 11.924362370 11.607141595 10.998960364 1.330787836 10.118687022 6.524555819 7.786933474 11.720093182 7.353152120 12.445307702 8.698854310 0.593784005 11.940886597 0.593784005 0.00624810 0.00624810 1.63440000 1.19010000 0.03242200 0.00889200 -0.00041585 -0.00041585 -0.02109800 -0.02109800 0.37282000 -0.01064600 -0.01326400 0.17171000 0.55977000 1.96050000 0.74840000 0.00805670 0.00805670 -0.01807800 -0.02712400 -0.32175000 0.27695000 -0.00193990 -0.32901000 -0.38022000 0.33610000 0.33610000 0.77998000 0.59548000 0.07613500 0.03637000 0.00624810 0.00624810 0.00624810 -0.34653000 -0.34653000 -0.34653000 -0.34653000 -0.01014400 0.00152550 0.00152550 -0.00867370 -0.34939000 -0.03585700 -0.04479400 0.00152550 -0.00041585 -0.00041585 -0.02109800 -0.99931000 0.17171000 -0.01986300 -0.01986300 -0.01986300 -0.03874500 -0.33837000 0.00805670 -0.28750000 -0.01807800 0.27017000 0.24214000 -0.32681000 0.06065300 0.07009900 -0.36454000 0.27695000 -0.32901000 -0.35670000 -0.38022000 -0.02370300 -0.01807800 -0.46131000 -0.46131000 0.67604000 0.000 0.000 0.000 -0.338 0.000 0.000 0.000 0.270 -0.318 0.000 0.000 -0.365 0.277 0.000 -0.327 0.000 0.000 0.000 0.000 0.336 0.000 0.000 0.310 0.000 0.000 -0.347 0.000 0.000 0.000 1.190 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.172 0.273 0.734 0.000 0.000 0.000 -0.338 0.000 0.000 0.000 0.270 -0.318 0.000 0.000 -0.365 0.277 0.000 -0.327 0.000 0.000 0.000 0.000 0.336 0.000 0.000 0.310 0.000 0.000 -0.347 0.000 0.000 0.000 1.190 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.172 0.273 0.734 11.214955017 NA 10.208038002 6.117381289 11.127473103 11.758091059 12.931440831 12.284980822 9.047775296 10.021480977 11.353984404 11.231047555 8.022877105 10.995409541 12.764787162 10.612482806 5.864223295 11.989138830 9.104253566 10.294836563 10.921745746 10.407600141 10.765412749 12.931813340 12.831725957 6.630907776 0.008917095 1.816231050 9.714488866 9.874589662 10.8421419 11.8119785 11.8067205 -0.9910829 11.8821083 10.2820692 15.0230491 10.4038549 6.7770409 8.5166511 9.1303899 11.6832694 7.8000191 8.6652812 10.1147650 8.6217248 2.9157503 11.5032120 8.5047114 9.2803193 14.4019116 0.5937840 10.6648343 10.1516017 5.2756440 6.9036746 1.5938318 10.2638850 NA 9.1316844 9.0936647 10.2948366 12.6998365 11.7305965 11.5373105 11.2933913 2.8162106 4.0088544 7.0367627 10.2005326 8.1837822 3.3307878 11.3008904 11.6995092 11.1803460 12.5084532 10.4866147 9.7885758 9.2097550 9.9840238 6.7967587 10.1160735 9.7910355 -0.9910829 NA 5.8668363 8.4574683 10.1368507 10.2902069 7.1887659 9.9989604 4.9157456 TCGA-CV-5971 60 0 NA 701 head and neck stage iva t4a n2a NA male 2009 540 no head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 1 1 1 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282342e-07 4.508117e-07 10.7310508 NA 9.4965494 5.4255835 5.9058058 10.8276814 -0.4693299 9.4718128 8.2346690 15.6026989 7.3668153 7.3381204 8.0206133 7.0464649 8.4688745 8.6049068 5.4732804 6.5641876 9.6301129 7.9653935 2.1157324 NA 8.8092147 6.7786922 11.0165945 1.7007060 10.5652203 10.3964985 11.4423444 11.3551274 1.5307699 NA 4.7595820 8.7338929 NA NA 13.9683222 7.8504375 9.0014240 10.9150093 10.1357816 10.3719364 9.5887570 6.9359064 NA 12.0472040 10.9128488 9.3259932 0.1156992 7.5914610 5.4801843 12.2292528 8.4026706 6.5531331 5.9819759 -1.4691302 2.7006838 3.2312020 1.3381106 15.2298474 15.7792650 10.2881552 13.1062454 NA 7.2312049 9.7679752 1.8526781 2.9230921 8.8538201 11.5536531 1.9901925 14.3709284 12.1496095 NA 3.7786922 4.6182269 11.5833332 14.0109874 5.3381213 11.2377101 10.2492981 14.8751998 9.3628641 6.0621476 6.2989497 11.0236198 10.4191279 6.5023083 11.6694834 8.6248430 10.8770019 11.4176049 NA 8.4255831 10.9578161 6.2172656 NA NA 3.8161696 6.2312058 9.2172656 13.4495353 3.9570324 7.7643846 NA 5.7402179 NA 10.5707123 1.1156992 12.5682264 9.4535799 10.2989496 7.6754236 13.5753301 3.5307699 7.4820496 11.3259932 8.9112263 9.2629327 10.9304784 9.8385352 12.7178853 12.0126907 0.8527180 10.2368295 8.9871196 8.9507253 12.0901423 7.8970873 12.2664270 8.0504016 3.1157324 6.9570301 4.4134113 0.0000000 0.0000000 -0.0020784 0.0849320 -0.0260300 -0.0260300 0.0670350 0.0670350 0.0272160 0.0272160 0.0272160 0.0430150 0.0430150 0.0445740 0.0445740 0.0150950 0.0150950 0.0312950 0.0312950 -0.0365810 -0.0365810 -0.0044312 -0.0118870 -0.0117490 -0.0117490 -0.0123000 0.1535200 0.8566000 0.0192230 -0.0063668 -0.0063668 -0.0063668 0.0000000 0.0000000 0.0000000 -0.0619950 -0.0020784 -0.0020784 -0.0020784 -0.0037395 -0.0037395 -0.0037395 -0.0119860 0.0849320 0.0418830 0.0418830 -0.0260300 0.0670350 0.0670350 0.0272160 0.0430150 0.0445740 0.0211830 0.0211830 0.0211830 0.0150950 0.0404680 0.0312950 -0.0237030 -0.0365810 -0.0081624 -0.0081624 -0.0044312 0.0097276 0.0097276 -0.0118870 -0.0118870 -0.0117490 -0.0117490 -0.0123000 -0.0123000 -0.0129890 0.0010585 0.0192230 0.0192230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.234020 -1.469130 9.997907 6.586047 10.266321 10.039541 8.267167 10.782543 10.454464 10.946771 9.852130 10.882257 9.068954 10.288988 9.475477 10.561432 4.565286 11.669483 10.779582 10.877002 10.293978 10.804269 10.471079 12.789215 12.370067 7.308842 3.778692 2.338111 9.669677 9.596181 10.512689 11.916493 10.924156 4.413411 10.938033 10.610583 13.869115 7.809214 9.788153 9.416462 8.934842 11.594329 7.984838 8.690636 10.544088 8.176424 9.630113 10.630770 8.196101 10.190315 12.047204 4.553133 10.150985 10.288155 6.940156 8.004471 5.923083 9.286487 1.115699 9.216390 9.225994 10.877002 11.417605 10.476209 10.957816 11.142251 6.181816 7.227732 10.422416 15.341826 7.792860 6.843648 10.570712 12.312740 10.298950 12.205730 10.610250 10.764385 10.548618 10.930478 7.440658 10.867830 10.517318 5.700689 0.852718 4.437654 9.346509 9.215514 9.767377 6.792861 11.002948 6.759583 TCGA-CV-5973 62 0 NA 2641 head and neck stage iii t3 n1 NA female 2005 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 3 3 3 3 3 2 3 3 2 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.525824e-06 8.669455e-07 6.7019842 NA 9.3454729 NA NA 9.1589075 5.8667943 2.5772959 9.5080259 14.7469352 7.0367198 7.5571106 8.7736858 NA 8.4269545 7.9426388 4.1078050 -0.5927016 11.3388398 6.5366466 NA NA 3.7292917 8.1250399 10.4115841 2.8667893 10.5379341 9.5263046 10.0868437 10.3666411 NA NA -0.5927016 8.8668771 NA NA 12.2205435 6.7736852 10.4875149 9.7878247 8.8851219 3.7292917 12.5513844 -0.5927016 NA 11.1177395 11.0289576 8.5647105 NA 12.7776423 6.4966285 11.3498781 6.3381017 4.6168164 2.4073528 NA NA 1.4073528 -0.5927016 14.7718061 14.2422671 12.1203204 11.8406882 2.7292917 NA 11.4003019 NA -0.5927016 8.3112456 11.1643368 NA 19.2095186 10.8982145 NA NA NA 11.8873964 5.8503069 5.1352845 10.3607598 11.8302168 14.6317045 8.5822892 6.2402533 NA 12.4077157 9.4881812 1.9923334 10.5191057 7.8419920 8.3112456 10.2267444 NA 8.4101787 10.3142541 5.9465227 NA 2.4073528 -0.5927016 7.4017166 8.6623921 7.7693076 NA -0.5927016 4.1622503 2.4073528 -0.5927016 10.2520693 NA 13.5191513 8.9366185 9.8492703 -0.5927016 12.8183448 4.4073663 6.8667955 10.9057142 7.5314852 9.6764903 8.9445821 10.2591126 5.7292917 9.2976277 NA 10.3550005 3.4948252 8.5872727 12.1344331 8.3903573 12.5566344 7.3202527 -0.5927016 10.4875149 0.9923334 3.65690000 -0.44911000 0.46793000 1.46080000 0.01670500 0.46748000 0.00146150 0.00146150 -0.49392000 0.95980000 0.00833510 -0.49381000 -0.49068000 -0.49068000 -0.50157000 0.00444110 3.65690000 0.48527000 -0.00083160 -0.02061700 0.00444110 0.00360760 -0.03095000 0.48889000 0.00917050 -0.03149600 0.46827000 -0.01023800 -0.25976000 0.40494000 -0.49267000 0.00569190 -0.46078000 -0.46078000 -0.46418000 -0.50349000 -0.49141000 -0.49454000 -0.49454000 0.49030000 0.00889200 0.00598180 -0.47997000 -0.49501000 -0.49501000 -0.49274000 0.00055459 -0.66457000 -0.00879890 -1.05020000 -0.49068000 -0.99785000 -0.02739800 -0.42757000 -0.48953000 0.00180300 -0.49319000 0.00249690 -0.02061700 -0.02061700 0.47306000 0.93295000 0.01070300 -0.02886300 -0.01491600 -0.02835500 -0.04041100 -0.49099000 -0.49099000 -0.03149600 0.42200000 -0.47670000 0.31065000 0.30298000 -0.27164000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.000 0.000 0.000 0.000 0.000 0.480 -0.491 0.000 0.000 0.399 0.000 0.468 0.000 0.000 -0.513 -0.461 -0.461 -0.009 0.482 0.445 0.000 0.000 -0.484 0.000 0.457 0.000 0.000 -0.494 0.000 -0.491 -0.491 0.048 -0.255 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.000 0.000 0.000 0.000 0.000 0.480 -0.491 0.000 0.000 0.399 0.000 0.468 0.000 0.000 -0.513 -0.461 -0.461 -0.009 0.482 0.445 0.000 0.000 -0.484 0.000 0.457 0.000 0.000 -0.494 0.000 -0.491 -0.491 0.048 -0.255 9.794304 NA 8.528949 5.022075 11.083761 9.571013 10.153038 12.098016 5.636181 9.100850 11.398531 11.455510 6.874969 10.564711 9.081556 10.080673 4.564811 10.519106 8.895204 8.311246 9.789988 9.992326 10.947976 14.078847 11.876242 4.729292 NA 2.214715 8.999820 8.733793 9.4421624 12.6385847 11.7826745 0.4074071 10.5897580 9.7996810 13.9897902 10.0557211 4.9923243 9.1854407 8.0439880 13.0953953 6.8911798 9.9111893 10.5067114 9.3469427 11.3388398 10.9392324 6.9923266 5.0512198 11.1177395 4.6927675 10.6015048 12.1203204 6.4297314 4.1622503 NA 9.6143778 NA 9.1589075 8.8273236 8.3112456 10.2267444 10.1919984 10.3142541 10.5735267 -0.5927016 NA 6.4948268 9.7824030 4.9619520 2.2147154 10.2520693 10.4115841 9.8492703 13.2178348 10.4714327 9.4380308 7.5469153 8.9445821 7.6457687 10.7588550 8.8252161 NA 0.4074071 5.3380999 8.7992515 8.7932261 9.4585725 7.8911792 9.5772885 2.5772959 TCGA-CV-5976 50 0 NA 1478 head and neck stage iva t4a n2b NA male 2006 1478 NA head and neck squamous cell carcinoma NA 1972 2 white not hispanic or latino 1 3 3 2 1 1 3 1 2 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.184703e-06 8.669455e-07 10.50576442 NA 10.65575619 1.45759429 4.36450940 10.58657908 2.98117680 5.21250709 9.23322851 15.60298312 7.01603939 8.44488195 8.05194248 -1.54245824 9.36751129 8.10327679 5.07232879 2.36451640 10.95746398 9.33720130 NA NA 8.72557519 10.17057494 10.93107018 3.70554669 10.56188925 10.33758422 10.60004428 10.66218930 -1.54245824 -1.54245824 3.10148200 9.27453773 NA NA 14.46126779 7.06864287 9.31637612 11.22248973 6.70554530 5.88388226 11.70495230 2.77955390 NA 12.86023052 12.81599459 7.75223880 1.04257430 11.67693793 11.14165222 11.69063853 5.18553754 7.68403042 1.45759429 NA 0.04264434 2.54507876 1.45759429 14.38860788 15.63591893 11.23897782 11.93271820 NA 3.04257430 11.13929579 -1.54245824 1.04257430 8.19402005 11.09220228 -0.54245824 17.90050696 9.47651373 NA 0.77955390 0.45764682 11.88506193 9.67557585 4.56614539 10.90987741 10.62722999 16.10948967 9.12738901 4.29050550 2.84993923 11.23384553 10.17615095 4.68643890 11.97552121 8.85956429 11.47251036 11.43203269 NA 8.39572734 10.84966719 2.84993923 NA 0.45764682 2.98117680 7.10507669 9.16928516 9.39939927 -1.54245824 2.62753680 1.91704979 1.45759429 NA 11.11471325 -1.54245824 12.55078807 10.09137628 10.88230931 4.18554151 13.08401163 6.27779696 7.78853499 11.42141735 8.27139953 9.01986062 9.57362409 7.22910720 10.85288448 10.76424944 -0.54245824 11.55103568 5.50201229 8.79746796 10.75968583 7.48828523 12.68606106 9.31014764 NA 10.41254137 1.04257430 0.00000000 -0.01161100 0.02398700 -0.15158000 0.00390080 0.00390080 3.65690000 0.00833510 -0.53398000 0.49061000 0.98390000 -0.51825000 -0.51825000 -0.51825000 0.02426800 0.00055459 0.53907000 -0.09159600 -0.09159600 0.01098200 0.01098200 -0.18660000 -0.02288100 0.00055459 0.00055459 -0.05347600 0.00891750 0.06136500 0.17679000 0.00555290 0.00555290 0.00555290 -0.01161100 -0.01161100 -0.01489600 -0.52615000 -0.52615000 -0.52141000 -0.52141000 0.48975000 0.47238000 -0.50650000 -0.50650000 -0.15158000 -0.15158000 -0.24423000 0.01237600 0.00833510 0.00093888 -0.53398000 -0.51825000 0.02426800 -0.04577000 -0.04577000 -0.01119800 0.00055459 -0.49131000 -0.19462000 -0.51949000 0.01098200 0.01405100 0.01405100 -0.18733000 -0.06370300 0.00791750 -0.04346600 -0.02288100 -0.51589000 -0.51589000 -0.05347600 -0.05347600 -0.24618000 -0.38917000 -0.95464000 0.17679000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.187 0.000 0.000 0.000 0.000 0.000 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 -0.246 0.000 0.000 0.000 -0.521 -0.521 0.490 -0.017 -0.152 -0.152 0.000 0.000 0.000 0.000 0.432 0.966 -0.518 0.000 -0.389 -0.212 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.187 0.000 0.000 0.000 0.000 0.000 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 -0.246 0.000 0.000 0.000 -0.521 -0.521 0.490 -0.017 -0.152 -0.152 0.000 0.000 0.000 0.000 0.432 0.966 -0.518 0.000 -0.389 -0.212 11.0493742 NA 10.1281415 5.2125071 11.8177794 14.9001044 10.6206387 12.0820709 7.8195622 8.9938654 10.9462114 12.0722129 7.0723277 10.8049627 11.0642546 10.1995064 4.7247812 11.9755212 8.8786309 11.4725104 10.5447495 10.3990326 10.9926504 13.0633627 12.9863774 8.7545345 -0.5424582 3.8838847 9.4398988 9.0584602 11.0644859 11.8993952 8.9534730 -0.5424582 11.8484588 10.9216533 14.7363378 9.2116705 5.4688439 8.7996928 9.4262849 11.9590821 8.9212140 8.6585168 10.8231204 9.1484890 10.9574640 10.8603637 8.6572906 6.0198598 12.8602305 3.8151655 10.4872505 11.2389778 6.4632432 3.7795434 1.2649567 9.2066496 NA 8.7418640 10.7551076 11.4725104 11.4320327 11.4359711 10.8496672 11.2371323 1.2649567 2.2649867 7.8547793 11.6181199 3.5020123 3.7055467 11.1147132 11.2581136 10.8823093 12.3725638 10.6511435 9.6786010 9.0189062 9.5736241 7.7220609 10.7354866 10.1872389 0.4576468 NA 1.2649567 8.6247476 9.6870378 9.8912036 6.7568258 10.4917293 5.6670718 TCGA-CV-5977 66 0 NA 1840 head and neck stage iva t3 n2b NA male 2007 NA yes head and neck squamous cell carcinoma NA NA 3 white not hispanic or latino 4 6 2 1 3 1 2 1 2 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2.566159e-06 1.283079e-06 9.08286170 NA 10.53082816 NA 3.01931050 10.54609487 -0.06809006 2.63229148 9.08792819 16.02122321 6.23562559 7.78359416 8.13396880 NA 8.80836220 9.31122358 4.21724623 2.51679682 11.10145705 7.49026606 NA NA 6.92053032 2.51679682 10.93571439 -0.06809006 10.71238487 10.36282031 10.20796958 10.25208161 NA NA -0.06809006 8.68405849 NA NA 14.08377339 4.95421493 10.51819707 10.55023069 5.96526713 4.06112814 13.16088923 -1.06824131 -1.06824131 13.85957682 11.91804273 8.93606575 -1.06824131 11.39358036 4.76473362 11.10333470 8.94307242 5.64609064 -0.06809006 NA NA 2.10178452 2.73920004 16.34845286 16.69291663 11.40199560 11.82001761 -0.06809006 1.73920004 11.73637956 NA -1.06824131 8.15825724 11.27780475 -1.06824131 18.56840959 9.15101375 NA -0.06809006 -1.06824131 11.23876125 6.65976618 4.35810786 10.29113351 11.11857841 15.33015463 8.97350423 -0.06809006 0.93183431 12.07059692 10.35915798 2.39127281 10.98529591 7.95143568 10.76315235 10.04948824 NA 8.68840139 10.78359416 0.93183431 NA NA 4.48643121 6.11175331 9.05983952 7.20330787 NA NA NA 5.08159102 NA 10.35285804 NA 12.45626444 9.72452153 10.62533214 -0.06809006 12.85210495 6.73274541 8.52616978 11.66634310 6.77104834 8.84173825 9.47584366 10.62707346 9.95143583 10.74682810 0.51682202 10.39588026 3.39127281 8.27391959 10.51351650 7.84173793 12.29104562 9.54286994 NA 10.79293204 -1.06824131 -0.066118 -0.066118 1.151000 -0.127720 0.237830 0.237830 -0.061017 -0.074793 -0.117040 2.057800 2.065400 0.648650 0.648650 0.648650 0.625510 0.254800 3.656900 0.000000 0.000000 -0.119130 -0.119130 -0.171940 0.638830 0.708510 0.719990 0.193450 0.297400 0.297400 0.241090 0.295330 -0.972100 0.267530 -0.066118 -0.066118 -0.090493 -0.545400 -0.525730 -0.525730 -0.525730 0.302340 0.302180 0.302180 0.302180 -0.127200 -0.127200 -0.127200 0.237830 -0.082668 -0.082668 -0.117040 0.648650 0.648650 -0.118220 -0.115350 -0.094592 0.254800 -0.510630 0.000000 -0.119130 -0.119130 1.030600 1.027000 -0.162170 0.314020 0.314020 0.341080 0.638830 -0.526340 -0.526340 0.193450 0.193450 -0.491620 -0.654450 -0.608250 0.140550 -0.115 -0.115 -0.228 -0.483 0.000 0.000 -0.119 1.027 -0.162 0.188 0.314 0.341 0.639 0.709 -0.378 0.193 0.193 0.287 0.287 0.297 0.297 -0.492 -0.123 0.000 0.000 0.639 1.165 0.302 0.302 -0.127 -0.127 0.238 0.238 0.000 0.000 1.941 2.058 0.649 0.649 1.800 1.800 -0.115 -0.115 -0.228 -0.483 0.000 0.000 -0.119 1.027 -0.162 0.188 0.314 0.341 0.639 0.709 -0.378 0.193 0.193 0.287 0.287 0.297 0.297 -0.492 -0.123 0.000 0.000 0.639 1.165 0.302 0.302 -0.127 -0.127 0.238 0.238 0.000 0.000 1.941 2.058 0.649 0.649 1.800 1.800 11.600730 NA 9.861096 6.850708 11.292418 10.603382 8.089192 11.343621 7.914839 9.138860 9.934660 10.912699 8.385116 10.237907 12.916175 10.075228 3.869664 10.985296 9.647807 10.763152 11.117650 10.197460 11.098950 13.066330 13.490625 6.121670 -1.068241 4.141302 9.574799 9.429697 11.14342933 12.35206857 9.31230622 NA 11.12690970 11.12043398 12.46638756 10.19804607 5.35811138 9.46029923 8.25151744 11.71484334 9.28306056 8.10677073 10.66019088 10.34282639 11.10145705 10.94412052 8.56665611 4.32416254 13.85957682 -1.06824131 11.19804607 11.40199560 5.65976476 4.60427300 -1.06824131 9.83497377 NA 8.84473463 9.52149621 10.76315235 10.04948824 9.43765679 10.78359416 11.41868014 -0.06809006 -0.06809006 7.38717209 9.33805019 3.25377753 4.88604282 10.35285804 11.11641057 10.62533214 12.73486628 10.96973524 9.47584366 8.14859098 9.47584366 7.37892859 11.58536200 9.25377328 NA NA NA 7.89708126 7.69339635 9.93887239 7.64952134 9.79060329 4.90912504 TCGA-CV-5978 53 1 215 215 head and neck stage ivb t4a n3 NA female 2008 215 NA head and neck squamous cell carcinoma NA NA 5 black or african american not hispanic or latino 2 4 3 2 2 2 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5.375062e-06 1.525824e-06 10.2976751 8.8878777 10.9090974 4.0115851 6.1146814 10.3775863 6.2108973 7.6829651 8.2846067 15.8413272 7.9466987 8.5987750 7.3599885 NA 8.6186443 8.8397833 5.0895914 4.3441610 9.1695898 8.8035948 3.1635953 2.4266136 11.8246565 7.4758688 11.3952923 NA 10.8265561 10.7339528 10.6591796 10.6881981 4.3441610 1.2567088 5.5786278 9.2538234 NA 1.2567088 14.0370864 6.2679271 9.9871706 12.0860268 10.3553905 9.5022532 9.8379010 5.0640551 NA 12.7581645 10.5820059 8.5467193 NA 9.5965504 7.2946869 11.2605697 7.6317402 6.1146814 NA 0.2852246 -0.7432309 0.2566484 1.2567088 14.2329961 14.8672377 9.7939188 12.1626515 -0.7432309 5.2790701 9.9914100 2.8416713 3.6490176 9.7445406 11.7580401 1.2567088 17.0557269 13.0181478 NA 3.7161349 3.2566937 12.6075016 8.1785414 3.9571438 11.1213935 9.7929477 15.4672006 9.8842343 7.5046283 4.8112912 10.3924097 10.4582118 4.4266271 12.9918217 9.4986837 10.2616232 11.2538800 NA 8.4064474 10.9960592 7.2050679 NA -0.7432309 1.2567088 6.9501873 10.2928741 10.6301095 0.2566484 7.0511165 4.1146835 5.1146835 NA 10.6708572 0.8416511 12.6923707 9.7092712 10.4728401 -0.7432309 13.3358519 5.8265561 8.1815131 11.3391822 8.1725800 9.5775010 10.6752119 6.6996446 13.1437306 10.8069663 2.9571346 10.8175109 8.9501876 8.9536680 12.2828781 7.9947930 10.7644951 8.9519287 NA 10.3361853 1.2567088 0.0031910 0.1074500 1.1877000 -0.0189020 0.0083640 0.0083640 0.2529300 0.3429100 0.0513780 0.0513780 1.4675000 0.0479700 0.0479700 0.0479700 0.1038800 -0.3124900 0.2796700 0.4665600 0.0000000 -0.2982700 -0.2982700 -0.0094046 -0.0053992 -0.0928740 -0.0928740 0.0364950 0.2692300 0.2692300 0.0808890 -0.1227400 -0.5456200 0.1873700 0.0556580 -0.6626300 -0.2368000 -0.3147100 -0.3133000 -0.3133000 0.1463700 -0.3068600 -0.0411670 -0.0411670 -0.1116100 -0.6271300 -0.3026300 -0.3599600 -0.3275100 0.4461300 0.4507100 0.0513780 0.0479700 0.0479700 -0.0184900 -0.0046882 -0.3142400 -0.3124900 0.2584000 0.0000000 -0.3155100 -0.3155100 -0.0286280 -0.1135200 -0.0094046 -0.3180900 -0.3290100 -0.0053992 0.3053700 -0.0928740 -0.7031500 0.0364950 0.0464170 -0.3225100 0.0051359 0.0051359 0.0428740 0.000 0.000 -0.246 0.000 0.467 0.000 -0.298 0.000 0.000 0.367 0.367 -0.295 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.269 0.269 -0.323 0.582 0.000 0.000 -0.308 0.000 -0.266 0.000 0.294 -0.297 0.000 0.000 0.253 0.253 0.000 0.211 0.000 0.000 0.000 0.000 0.000 0.000 -0.246 0.000 0.467 0.000 -0.298 0.000 0.000 0.367 0.367 -0.295 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.269 0.269 -0.323 0.582 0.000 0.000 -0.308 0.000 -0.266 0.000 0.294 -0.297 0.000 0.000 0.253 0.253 0.000 0.211 0.000 0.000 0.000 0.000 11.2350535 -0.7432309 10.2583127 7.6996439 11.1439211 11.2148907 8.7202248 10.7768280 11.1763087 10.0281899 13.1926022 11.6892424 8.7079116 11.3000696 10.0232294 11.3504481 5.3939996 12.9918217 9.8612537 10.2616232 10.6692703 10.4322500 11.3214567 12.4772874 12.9407916 12.0437868 NA 1.2567088 9.3065491 10.4121512 11.0011139 11.9564898 10.6581134 1.2567088 11.4533026 10.5559084 13.6381055 9.3010947 8.7958591 9.5559085 9.3468129 12.1688413 9.1797158 8.0640556 9.9863212 8.8969454 9.1695898 11.0982648 9.5328248 8.5187952 12.7581645 3.0640551 10.5948797 9.7939188 5.7485525 7.5741129 6.5876170 10.0454188 -0.7432309 9.3200956 10.4039054 10.2616232 11.2538800 10.6043218 10.9960592 11.2268064 -0.7432309 3.7161349 7.4239176 10.6813916 7.9947930 5.5965506 10.6708572 11.6449869 10.4728401 11.8360164 10.3408445 11.1177874 9.9888679 10.6752119 7.4951051 9.5397889 10.8275049 2.2567088 NA 3.8416612 9.1013748 9.7354701 9.9718045 6.9501873 10.9162505 6.0380608 TCGA-CV-5979 26 0 NA 1315 head and neck stage iva t2 n2b NA male 2007 1315 yes head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 3 2 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.213724e-06 2.774226e-07 8.83752355 NA 10.66096978 NA 2.91865338 10.11218574 2.61910777 3.87285830 7.90450216 16.52446323 7.20867917 8.41850622 7.41451527 NA 8.93268071 9.23380995 4.12811190 3.61909603 8.59461722 8.60691076 -1.08130847 NA 5.08858686 3.77664095 11.17987383 6.32805194 10.00014384 10.76923792 10.06522910 11.04148839 NA NA -1.08130847 9.07943945 NA NA 14.98865550 3.87285830 9.28825773 10.97597525 6.38626604 4.00612744 11.92270522 -0.08130847 NA 14.50576396 12.37629776 8.84198790 -1.08130847 9.70900883 9.35460136 12.28388923 6.62601999 7.29369970 3.00611846 NA NA 1.91865338 1.24055857 16.38397120 16.48656195 10.93058641 12.63322789 -1.08130847 2.08858262 12.30452276 -1.08130847 -1.08130847 8.97258611 11.07537552 1.91865338 18.91172867 9.67938034 -1.08130847 1.50360316 NA 11.88480528 7.86117502 2.50362860 10.81762446 10.34177632 16.37125555 9.36367528 6.50362224 0.50365404 11.29939201 10.18251639 4.53337023 11.79431566 7.84347263 11.19420294 11.72077279 NA 8.55528509 10.21155714 6.87285707 NA NA 4.67354512 6.88444407 8.55347148 7.81044439 NA 0.91869153 -0.08130847 4.08858262 2.72602465 10.58621549 NA 12.72692073 9.38061041 10.97462058 NA 12.96595473 1.72600285 7.67020443 11.27290978 9.95070606 9.16540098 9.70843851 5.99547547 10.05436962 10.71267006 1.72600285 10.16004775 4.16658691 8.36987168 11.63247644 8.54619416 12.50526563 8.84495647 NA 9.53612791 -1.08130847 -0.00059704 -0.00059704 0.04138900 -0.15669000 0.02076300 0.02076300 0.02426800 0.02426800 -0.05282900 -0.20545000 0.57773000 -0.81950000 -0.81950000 -0.83833000 -0.00027724 0.02174400 3.65690000 0.01098200 0.01098200 0.00609280 0.00609280 -0.03217800 -0.04644800 0.89026000 1.63230000 -0.11221000 -0.02037600 -0.02037600 -0.10621000 0.00277450 0.00277450 0.53678000 -0.00059704 -0.00059704 -0.00059704 -0.85887000 -0.82301000 -0.82301000 -0.78117000 0.00085052 0.03340800 0.03340800 0.04572200 -0.72809000 -0.72809000 -0.76064000 0.02076300 0.02426800 0.02426800 -0.03054000 -0.81950000 -0.00027724 -0.84523000 -0.12940000 -0.12940000 0.02174400 -0.83720000 0.01098200 -0.85607000 0.01502800 0.00875280 0.64158000 -0.81778000 0.91683000 0.91683000 -0.04644800 -0.04644800 -0.81589000 -0.81589000 -0.11221000 -0.10132000 -0.84235000 -0.05563400 -0.09814300 -0.09814300 -0.129 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.819 0.000 0.000 0.074 -0.816 -0.112 -0.112 0.000 0.537 0.000 0.000 -0.813 0.000 0.000 0.000 -0.815 0.000 0.000 0.000 -0.102 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 -0.819 -0.819 0.000 0.000 -0.129 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.819 0.000 0.000 0.074 -0.816 -0.112 -0.112 0.000 0.537 0.000 0.000 -0.813 0.000 0.000 0.000 -0.815 0.000 0.000 0.000 -0.102 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 -0.819 -0.819 0.000 0.000 11.014057 NA 9.689589 3.726014 12.305870 11.836761 9.867028 11.498212 9.458788 8.849398 10.347021 11.826490 7.185447 10.497505 11.859341 10.369356 4.674619 11.794316 9.000809 11.194203 10.849398 10.362640 10.947602 12.728013 12.704521 3.619096 -1.081308 3.503629 9.252934 9.754711 11.35302797 12.48602233 11.36987147 NA 11.36651849 11.01141751 14.26921770 9.78362035 4.70001795 9.49041309 9.27621236 12.29966248 8.62138707 8.35537180 10.41701101 8.91301385 8.59461722 11.15048155 7.83453994 5.80130354 14.50576396 1.50360316 10.80053910 10.93058641 6.88444407 3.87285830 -1.08130847 9.22699951 -0.08130847 8.01932273 10.09483355 11.19420294 11.72077279 11.52251852 10.21155714 11.36548521 0.50365404 0.91869153 6.68021182 10.37757962 3.87285830 -0.08130847 10.58621549 11.36909842 10.97462058 12.07046973 10.34177632 9.18661742 8.64146800 9.70843851 8.09856957 10.41999998 10.38677528 0.50365404 NA 2.24058910 8.73752994 9.61562798 8.86848707 7.68684435 9.54162731 4.41051071 TCGA-CV-6003 50 0 NA 1665 head and neck stage iii t2 n1 NA female 2007 1246 no head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 3 2 1 3 1 3 1 4 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 5 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.051648e-06 8.669455e-07 10.0884594 NA 9.6608559 0.2593026 3.2592725 10.1591256 3.0666231 2.9962260 9.0329540 15.9865476 6.9269684 7.6284988 8.0493422 NA 9.8831467 8.1047555 4.8837577 1.8442249 9.2844047 9.2695601 NA NA 4.6050379 8.9757990 10.7670599 -0.3257201 10.4880839 10.3734414 10.0108093 9.8758142 NA -0.3257201 0.9962441 8.6842293 NA 5.6168164 14.5966316 4.1661530 11.4581195 11.1375717 6.2056838 3.5811946 11.6346668 3.0666231 NA 12.7225342 11.1922181 7.4056214 -1.3255393 10.8834514 6.5656611 11.6622773 6.9363977 6.4556626 NA NA NA 1.6743251 2.8442249 16.1288508 16.2350037 11.7185261 12.4724707 NA 1.2592424 12.5392626 3.0666231 -0.3257201 9.7336472 10.9877527 NA 18.6962112 11.8351196 0.9962441 NA NA 11.5755468 6.5569459 4.9410875 10.1101292 11.1472474 16.4849120 9.2422588 6.7511182 3.5322796 12.0601652 10.2446328 3.3747474 11.2168510 8.8739750 9.1510490 8.2926884 7.1741487 8.3199611 10.3738752 4.9962305 NA NA 4.1661530 5.7617666 8.6241294 7.4912863 -1.3255393 NA NA 5.9316901 1.2592424 10.6767662 NA 12.3999885 8.4910626 10.7990703 3.9962351 12.6887592 4.3747404 8.9139013 11.2374990 6.3325146 8.6415291 9.1063122 6.1005677 8.6050402 10.4900863 1.4816606 8.5197927 3.7617640 8.6487174 13.0099024 8.9422600 10.2862497 8.4864799 0.2593026 8.1337346 0.6742799 -0.1391700 -0.0956480 0.9100800 -0.1584900 0.2460700 0.2460700 -0.1313500 -0.1313500 0.4587100 0.4587100 1.3429000 -0.0023553 -0.0023553 0.0059476 -0.0521930 0.2091600 0.8429200 0.6475000 -0.1264200 0.2001500 0.1948200 0.1712100 0.1437000 -0.0760580 -0.4812300 -0.2511600 0.1843400 2.1133000 0.0000000 -0.1363900 -0.1363900 -0.1363900 -0.1270700 -0.0956480 -0.1173000 -0.5046300 -0.5046300 -0.5046300 -0.4757500 0.4987400 -0.4676800 -0.4676800 -0.4655800 -0.4920400 -0.4920400 -0.1499000 0.2460700 -0.1313500 -0.1533600 0.4587100 0.0059476 0.0059476 0.1694100 0.1647000 0.1647000 0.2100400 -0.4779700 -0.1264200 0.1429500 0.2001500 0.5253800 0.5253800 0.1820700 0.1879800 0.1879800 0.1437000 0.1437000 -0.4763800 -0.4892000 -0.2511600 -0.2600100 -0.5102200 0.0000000 0.0000000 0.0000000 0.165 0.165 0.210 0.210 0.521 -0.126 0.200 0.525 0.182 0.145 0.145 0.144 0.144 -0.476 -0.476 -0.251 -0.251 -0.136 -0.136 0.184 3.469 -0.510 -0.199 -0.139 -0.139 -0.476 0.434 0.038 -0.461 -0.158 -0.492 0.246 0.246 -0.131 -0.131 0.459 0.459 0.000 0.000 0.000 0.000 0.165 0.165 0.210 0.210 0.521 -0.126 0.200 0.525 0.182 0.145 0.145 0.144 0.144 -0.476 -0.476 -0.251 -0.251 -0.136 -0.136 0.184 3.469 -0.510 -0.199 -0.139 -0.139 -0.476 0.434 0.038 -0.461 -0.158 -0.492 0.246 0.246 -0.131 -0.131 0.459 0.459 0.000 0.000 0.000 0.000 10.6900663 NA 9.3645453 6.2667603 11.2878620 10.4325176 10.3009244 11.2209561 7.0666199 8.3342988 12.1550930 11.9562328 7.1172462 10.4387597 9.4466173 9.6952828 5.3581395 11.2168510 9.0921554 9.1510490 10.5668456 10.1716557 9.8479798 12.7857262 13.2552679 7.9055242 -0.3257201 5.7828279 9.0590865 10.3436308 11.6020807 12.6898049 10.9384521 -1.3255393 10.5048180 11.5967013 14.2249582 9.1296300 4.5569444 8.7241513 8.2945224 11.2207150 10.1657750 8.0773146 10.4540221 9.6897178 9.2844047 10.9823573 7.9689236 5.7828279 12.7225342 0.6742799 10.7644152 11.7185261 6.3747422 5.0493432 -0.3257201 9.1641507 NA 9.3334067 10.0378899 9.1510490 8.2926884 11.3367486 10.3738752 11.5381019 1.4816606 0.9962441 6.4816574 9.0318547 4.1337361 1.4816606 10.6767662 11.2120065 10.7990703 12.1809822 10.5248803 9.8672120 8.7118497 9.1063122 7.3145479 10.6480001 10.2317665 1.6743251 0.6742799 2.8442249 7.7128379 9.1182824 9.7063485 8.1275734 10.2427340 4.3747404 TCGA-CV-6433 57 0 NA 641 head and neck stage ii t2 n0 NA male 2010 405 yes head and neck squamous cell carcinoma NA 1970 0 white not hispanic or latino 4 5 1 2 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.733891e-06 5.895229e-07 10.2785209 NA 10.6758211 NA 2.0362923 11.7377792 1.7143554 7.0542212 8.9103588 16.6153917 6.9622991 7.4990063 8.3086958 NA 8.0340434 9.9256513 5.7804597 5.5598619 13.7087690 9.4692588 NA NA 4.5723501 10.7865040 10.6369558 NA 9.8124036 10.8423657 9.9195537 10.5014578 NA NA 1.0363275 8.3186097 NA NA 14.0478762 7.3253963 9.4017471 10.2607836 9.5385347 3.4692608 11.2271119 1.2993619 NA 12.2217944 10.9652619 8.7573987 1.0363275 10.7851632 2.3396505 10.9048134 4.4422933 6.8691891 NA -0.2856006 1.0363275 5.4558368 3.1737990 15.7452534 15.9227331 11.4013096 12.2646372 NA -0.2856006 10.3942913 6.2766139 3.7587615 8.3797072 11.3359654 1.5217041 17.0992142 12.0877804 NA -1.2856006 -0.2856006 11.4124249 6.9858340 5.2062251 10.2636845 10.3063611 14.8975609 8.6959388 3.2379308 7.2379336 11.0320667 9.7865041 4.5217292 12.2807525 12.0017952 11.7280430 10.4039326 NA 8.8307155 10.8371994 9.6487994 NA NA 2.1737990 7.8992469 9.2271119 9.5353481 1.8842853 1.0363275 NA 9.0430464 NA 10.6469553 2.1737990 13.3103281 8.8636359 11.4158945 -0.2856006 13.5585868 7.4659157 9.4156778 11.0272544 8.6000679 8.8930363 10.9483326 4.5723501 9.9980386 9.1489997 0.7143994 11.4928593 3.9622991 8.5425080 11.3439557 7.9599243 11.8657051 8.5071615 -1.2856006 9.4200038 NA 0.01207200 0.01207200 1.25290000 -0.06775400 -0.00081936 -0.01328900 -0.71240000 -0.00819690 0.68065000 0.68065000 0.68158000 0.67786000 0.69649000 0.65035000 0.75926000 0.59293000 -0.69894000 0.00163940 0.00000000 -0.02222000 -0.02222000 0.01095700 0.01779900 0.66066000 0.63277000 0.01430500 -0.00791100 2.46140000 1.63100000 0.00817100 -0.70138000 0.52552000 0.01207200 0.01207200 -0.69298000 -0.00099494 -0.01628500 -0.01628500 -0.01628500 -0.02002500 -0.02002500 -0.02002500 -0.02949700 -0.01521600 -0.00168760 -0.00701860 0.02129800 -0.00819690 0.01835800 0.68065000 0.65035000 0.65035000 -0.01682300 -0.01682300 -0.00548820 0.59293000 -0.69894000 0.00000000 -0.02222000 -0.02222000 0.01347600 -1.29290000 0.01095700 -0.00445600 -0.00445600 0.01779900 0.05477700 0.63277000 0.63277000 0.01430500 -0.01829700 0.01458400 0.04043400 0.04043400 0.04043400 0.000 0.000 0.541 -0.158 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.264 1.264 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.681 0.681 0.629 0.629 0.000 0.000 0.000 0.000 0.541 -0.158 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.264 1.264 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.681 0.681 0.629 0.629 0.000 0.000 11.218197 NA 11.239040 4.904195 9.067518 8.432031 10.585892 11.553378 9.524140 10.489570 10.852963 10.861258 9.664927 10.201709 11.035736 11.943491 6.756796 12.280753 11.452675 11.728043 11.006405 10.352807 10.964077 12.688007 13.625295 11.326318 2.621267 3.668573 9.684477 10.639184 9.6242645 10.9171075 12.6580767 2.9622899 10.7090784 9.9219959 13.5105084 8.5345503 10.0888676 9.0519933 8.2899105 13.4707714 10.0017664 9.5527874 11.0413626 9.4371790 13.7087690 9.7367391 10.6987899 8.7723631 12.2217944 3.9997746 9.9916587 11.4013096 6.8691891 7.4148112 0.7143994 10.4899817 -1.2856006 9.1748273 9.0653106 11.7280430 10.4039326 10.3286212 10.8371994 11.5313550 NA NA 9.0135795 11.2132206 10.9158827 1.5217041 10.6469553 11.1258824 11.4158945 11.9385238 10.8258332 10.6528484 9.9365626 10.9483326 8.1717523 11.0441677 10.2646372 2.7143774 NA 6.9479910 10.3383397 8.8150339 8.7408949 9.1921298 9.9605182 4.2379308 TCGA-CV-6436 62 0 NA 1899 head and neck stage iva t4a n0 NA male 2007 NA no head and neck squamous cell carcinoma 9.5 1960 0 white not hispanic or latino 3 6 2 1 3 3 2 3 4 2 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 2.288736e-06 7.282342e-07 8.3431129 NA 9.5044297 0.7506922 3.4136212 8.9730481 6.5407325 4.6892544 8.7355489 15.8772124 6.4876214 7.4557119 8.6065625 NA 9.5504771 9.9404804 4.6892544 1.1656869 9.3653656 7.7279354 NA NA 6.0111825 1.1656869 9.6117426 3.1656869 10.0867904 9.6210205 10.6050048 9.6454736 NA NA 1.7506494 8.3118037 NA NA 12.6776930 4.1198873 10.6439574 9.1314776 8.8556914 4.9470536 11.9359442 NA NA 11.9174466 10.3727076 9.0800785 NA 11.2888447 12.0712176 10.8385606 4.4510924 7.0544361 NA NA NA 5.2742169 3.7506601 16.3407847 15.9575126 13.0635388 11.2765028 NA NA 10.1915250 NA 0.1656869 5.3555167 10.9441811 4.0897947 19.9096812 11.3271402 NA NA NA 10.8252433 6.4230806 5.7355493 9.8838922 12.6290899 14.9301503 8.2505017 2.9730418 1.9730602 11.9886624 10.5750842 2.6251302 10.4757380 8.6373686 11.0349016 9.7374459 NA 7.9272446 10.5867061 6.3848614 NA NA 0.7506922 6.3356190 7.4418179 7.9071605 NA -0.8341845 4.8381198 5.7202812 -0.8341845 10.8081963 0.7506922 13.5498025 7.9482656 10.6246125 3.2531573 13.8444585 3.2531573 6.7804033 11.7060635 7.5793212 9.2046122 8.8661331 9.3592187 6.9205803 9.4159916 NA 10.7440660 4.5580104 7.4230814 10.9096862 8.6271727 11.7303192 6.2846344 -0.8341845 10.7660709 NA -0.00057800 0.00944910 -0.00033482 0.00000000 -0.01078400 -0.01078400 -0.00069303 0.00110930 -0.20311000 0.19786000 0.21253000 0.36002000 0.36002000 0.36166000 0.37792000 -0.00083160 -0.00083160 -0.00365590 -0.00152430 -0.00193990 -0.00193990 0.00684270 0.00184120 -0.00109260 0.00083195 0.00652620 0.00360760 0.00360760 0.01864800 0.00291330 0.00291330 0.00291330 -0.40760000 0.00944910 0.00093959 0.00555290 0.00555290 -0.00033482 -0.00033482 -0.00138580 -0.00138580 -0.00138580 -0.00138580 0.00000000 0.00000000 0.00000000 -0.01037000 0.00110930 0.00110930 -0.20311000 -0.35738000 0.36166000 -0.00138580 -0.00138580 -0.00138580 -0.00083160 -0.00083160 -0.00152430 -0.00193990 -0.00193990 0.00458000 0.00458000 0.00684270 -0.00110870 -0.00110870 0.00184120 0.00583090 0.00083195 0.00083195 0.00652620 0.00652620 0.00805670 0.02763800 0.01864800 0.01864800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.005 0.198 0.362 0.362 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.005 0.198 0.362 0.362 0.000 0.000 10.546154 NA 9.319321 6.845174 10.014316 8.804129 9.606563 11.900826 7.108208 10.655040 11.241507 9.743122 8.427788 9.840768 11.311944 10.352427 3.033582 10.475738 10.390901 11.034902 10.653031 8.776718 11.057477 14.006752 13.154378 9.474032 NA 3.253157 9.037599 8.697075 10.1901404 12.2316143 11.9932345 0.1656869 9.3727077 11.5703027 14.4270166 9.5232454 5.6251243 8.0017437 7.7279354 11.4797100 8.7029117 9.2663555 10.7178820 9.6292176 9.3653656 9.9230834 7.7431224 6.9730487 11.9174466 5.4694725 9.8816553 13.0635388 6.1314784 5.4136212 NA 10.0800784 NA 8.5537107 7.1713179 11.0349016 9.7374459 10.7072740 10.5867061 10.6580472 3.4876150 NA 6.7125875 9.1557973 6.6003218 4.2949736 10.8081963 10.4330652 10.6246125 13.2164773 11.0680684 10.8604864 8.5750842 8.8661331 6.8521936 11.1461899 8.7581502 3.8095482 NA 6.0483365 9.7895382 9.4819748 8.6951239 7.3604503 8.8867925 2.4876150 TCGA-CV-6441 60 1 292 NA head and neck stage iii t3 n0 NA male 2010 NA no head and neck squamous cell carcinoma 38 1970 0 white hispanic or latino 2 5 1 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.346041e-06 2.358092e-06 5.6052513 NA 11.3212127 NA -1.2022399 10.1647644 2.6052573 6.0458230 8.5857982 16.3484923 6.3056897 5.5660814 7.6020270 NA 10.2109948 10.3443080 5.3214591 3.3214519 0.3828332 9.1377458 NA NA 2.3828609 1.1198210 10.4547675 NA 10.1090765 10.7062884 10.7644012 9.5611081 NA 0.3828332 NA 8.2216838 NA NA 10.8402391 6.0458230 8.6682606 10.8419483 6.4773762 6.2977417 13.0461199 NA NA 9.0775063 11.3236613 7.5726828 NA 13.8640270 0.3828332 12.5452496 7.5121415 1.9678326 8.4966006 NA 3.4983402 1.7978846 1.6052573 15.5997427 15.7103054 11.1116291 12.4637868 2.1198210 NA 11.4769360 -0.2020740 -1.2022399 9.1085085 11.0252109 NA 17.0470555 9.1096442 NA NA 1.6052573 11.4442295 10.2382459 2.3828609 10.8848812 11.0240068 14.3708032 9.0635108 6.9577672 4.9678188 11.4240611 10.2685546 2.2573124 12.5876260 9.2766653 5.0458230 11.2764126 NA 8.7665627 10.7513647 9.3418942 2.8853596 NA -1.2022399 6.9168373 8.5359880 11.2356478 NA 3.2573275 NA 6.1729355 -1.2022399 11.6645951 6.1554477 13.6962137 9.5608592 11.0170643 3.6052454 12.9616241 7.4525320 8.6682606 11.4281629 4.1198210 9.3515250 10.7097821 8.4948632 8.4525316 7.1016763 1.7978846 9.8565640 4.8853596 8.5035280 11.5483934 8.1288125 11.3500845 8.9064201 NA 9.2746421 -0.2020740 -0.0186480 0.0214710 0.0484730 2.5735000 -0.7671400 -0.7671400 -0.0199930 0.7958900 3.6569000 -0.0168340 0.0084084 -0.3912000 -0.3912000 -0.3746800 0.4816600 -0.3627500 -0.3390500 -0.7685100 0.0237140 0.8758800 0.0070905 -0.3628700 0.0324300 0.3913200 -0.3724500 0.8798700 -0.3832400 0.0223120 -0.1958700 0.0458580 0.0253980 -0.0664910 -0.0271050 0.0214710 -0.0028403 -1.2929000 -0.7660300 -0.7834400 -0.7812900 -0.0615470 -0.7475900 -0.7475900 -0.7874500 0.0407500 0.0244770 -0.3573700 0.0465670 0.7930300 -0.7911700 -0.1376200 -1.2929000 0.3909900 0.0084822 0.0084822 0.4233500 -0.3408900 -0.3516700 -0.0153210 -1.1672000 -0.3825700 0.0298960 0.0440000 -0.7961100 0.0125240 0.0125240 -0.7585700 0.0324300 -0.3724500 -0.3724500 -0.3099000 0.3782600 -0.3504100 -0.1871200 -0.1871200 -0.1871200 0.000 0.350 -0.363 -0.363 -0.769 0.000 0.000 0.000 -0.359 0.000 0.000 -0.340 0.000 0.391 0.019 -0.327 -0.327 0.000 0.000 0.000 0.000 0.000 -0.341 0.000 0.000 -0.783 -0.783 -0.748 -0.748 2.574 2.574 -0.767 -0.767 0.000 0.000 0.000 0.000 -1.293 -1.293 -0.187 -0.187 0.000 0.350 -0.363 -0.363 -0.769 0.000 0.000 0.000 -0.359 0.000 0.000 -0.340 0.000 0.391 0.019 -0.327 -0.327 0.000 0.000 0.000 0.000 0.000 -0.341 0.000 0.000 -0.783 -0.783 -0.748 -0.748 2.574 2.574 -0.767 -0.767 0.000 0.000 0.000 0.000 -1.293 -1.293 -0.187 -0.187 10.139415 -1.202240 11.199111 3.967823 10.933284 10.301717 10.940003 12.716200 8.489639 8.564425 10.398273 10.746263 7.621263 9.542730 10.072856 11.132448 5.147331 12.587626 9.990189 5.045823 10.155448 9.802116 11.724933 13.925371 12.477156 11.254507 -0.202074 2.797905 9.501799 12.382976 11.5511125 12.6412280 11.5602778 NA 11.7167590 11.6601457 15.4323641 8.1288125 6.7978962 9.4226911 8.0243080 12.4819869 8.5791243 9.4498444 10.7502730 10.1902132 0.3828332 10.4061506 8.3809787 8.1837579 9.0775063 -0.2020740 10.4453542 11.1116291 7.5017990 1.7978846 1.9678326 8.1243250 0.3828332 7.0786664 8.4525316 5.0458230 11.2764126 11.3863762 10.7513647 10.6698010 2.2573124 4.7047890 9.9438279 11.2072867 5.7404095 2.4983275 11.6645951 11.2173293 11.0170643 13.8074183 11.0085671 11.0856082 8.2051638 10.7097821 8.0529245 10.6394601 10.3190054 NA NA 10.1170033 10.1821183 9.8538560 9.4694369 7.6774793 10.8126137 5.1902119 TCGA-CV-6933 53 1 2741 NA head and neck stage iii t3 n1 NA male 1998 NA yes head and neck squamous cell carcinoma 60 NA 1 white not hispanic or latino 1 2 3 3 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.467782e-06 1.075012e-06 9.3920003 -1.6538090 10.5363739 3.0466831 3.9900926 10.3581667 8.5941682 5.1406560 9.0239603 14.9139442 7.1791308 9.2909526 8.4230562 -1.6538090 8.6993875 9.8239988 5.4442728 5.2166062 10.0177816 9.2568833 -0.6538090 NA 11.0677670 8.8239990 11.9350723 -1.6538090 10.5666189 10.5929812 9.9664605 10.0843329 -0.6538090 -1.6538090 3.3462336 8.5740731 NA NA 13.8470202 4.3906333 9.8515361 11.3107620 8.5323548 8.3490556 11.5913476 2.1536108 NA 13.2089748 12.2147738 8.0379840 0.6682099 11.2589429 8.3013965 12.4497743 4.5556935 5.8380946 -0.6538090 0.6682099 -1.6538090 3.2531270 -1.6538090 14.2610683 14.5649877 9.8810298 12.7798260 4.3004386 2.2531422 9.5834506 -0.6538090 0.3461910 9.7304847 12.8564484 0.9312292 18.0968315 12.2737408 -1.6538090 1.6681645 2.1536108 11.5914962 7.5726525 4.1276003 10.8692340 10.5756603 15.9225109 9.0961100 6.1727895 2.9312103 10.7007655 9.9977408 4.7385571 14.3278679 10.4403182 11.5443786 10.5986104 -1.6538090 8.5098902 10.7329115 8.0432083 NA NA 1.8056639 6.9198883 9.5720504 9.6414355 NA 1.3462478 6.2651030 7.2196845 -0.6538090 10.2609995 1.9311914 12.5152260 9.2899421 10.9778724 2.3462478 13.2710067 3.2531270 8.7839925 10.5471392 9.1815014 10.0274791 9.9240518 6.7891841 11.7618503 9.5569120 1.3462478 8.6704212 6.2042209 7.8717611 11.3977894 7.8834589 11.9975166 8.1838686 NA 11.1970135 1.3462478 0.435370 2.723300 1.299200 1.073800 0.324850 0.324850 3.656900 2.334900 -0.312950 0.332050 0.330760 -0.401190 -0.401190 -0.395080 0.325430 -0.395480 0.806750 0.676230 -0.032860 0.414630 0.414630 0.000000 0.310210 -0.385490 -0.381120 2.317500 0.249650 0.249650 0.597980 -0.394190 -0.022744 0.288180 0.435370 0.143840 -0.258050 -0.396790 -0.382800 -1.201500 -0.403400 -0.397080 -0.077745 -0.077745 -0.174360 -1.156400 -0.419020 -0.395970 0.338690 -0.231780 -0.231780 -0.308620 -0.401190 0.325430 -0.415530 -0.103290 -0.103290 -0.383020 -0.190240 0.313540 0.347350 0.414630 -0.135310 0.265300 0.000000 0.201520 0.160850 0.310210 0.306150 -0.381120 -0.381120 -0.416520 -0.403960 -0.015604 -0.655570 0.019503 0.542770 0.000 0.000 -0.383 -0.190 0.676 0.000 0.415 -0.121 0.000 0.202 0.202 0.310 0.310 -0.385 -0.385 -0.301 -0.404 0.314 0.314 0.250 0.250 0.000 0.214 0.379 -0.258 -0.060 0.322 -0.319 0.000 -0.061 -0.396 0.325 0.325 0.342 0.342 -0.270 0.000 -0.395 -0.070 0.000 0.543 0.000 0.000 -0.383 -0.190 0.676 0.000 0.415 -0.121 0.000 0.202 0.202 0.310 0.310 -0.385 -0.385 -0.301 -0.404 0.314 0.314 0.250 0.250 0.000 0.214 0.379 -0.258 -0.060 0.322 -0.319 0.000 -0.061 -0.396 0.325 0.325 0.342 0.342 -0.270 0.000 -0.395 -0.070 0.000 0.543 10.955188 NA 10.385262 6.046681 12.045488 15.724238 10.757222 12.201596 9.968292 9.808743 13.713041 11.112355 7.627011 10.864156 11.625561 10.433040 5.700004 14.327868 9.927441 11.544379 10.706539 10.223525 10.869067 12.951498 12.997404 11.983884 -0.653809 3.204219 9.159220 9.834081 10.20071939 12.30288900 12.05392327 0.66820991 11.19857500 10.56873367 14.59054756 9.20499875 7.62469020 8.39880867 9.07755973 12.08749689 9.32711562 8.26956807 9.36165564 9.72886470 10.01778164 10.84832647 8.60362857 6.13414289 13.20897480 2.66816452 10.37068773 9.88102981 4.96095183 4.70379286 2.04666567 9.20188768 -1.65380897 9.48579188 9.93869761 11.54437864 10.59861039 11.02462068 10.73291148 11.08918151 2.99010169 -0.06884647 7.50358726 10.00623644 5.28875351 7.09443350 10.26099949 11.31364697 10.97787241 11.51475601 10.23460335 10.39472752 9.55203386 9.92405177 8.09275503 9.47294504 10.21621997 1.66816452 NA 6.76409266 9.25241708 9.47809755 9.36235241 6.78503260 9.53173546 4.57505814 TCGA-CV-6934 66 1 65 NA head and neck stage iva t3 n2b NA female 1998 NA no head and neck squamous cell carcinoma 75 1948 3 white not hispanic or latino 1 7 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.670192e-06 9.016233e-07 11.1973833 1.1460035 10.0286475 5.9008910 6.9042276 10.5717448 5.1117867 8.1289981 9.2174668 16.5687221 7.2039959 8.4936257 8.0362687 5.1903976 7.9058924 8.5372479 5.3844091 5.2440346 9.5286284 8.7111063 2.3159429 NA 12.7377020 10.3283987 11.6228771 -0.8538662 10.1890316 10.6773858 10.4290927 10.7588729 1.8464331 0.1460035 5.7898596 9.1123368 -1.8541269 -0.2689906 14.0174765 7.8790195 8.2760602 11.8024292 9.9469042 8.7780906 10.3594123 6.2906622 -1.8541269 12.8709445 12.7424853 8.4452123 -0.2689906 8.9116883 5.8722895 12.5346271 7.5447481 6.7789996 3.6695711 0.7310094 0.9533770 1.4679576 0.4679055 15.7623075 16.2732141 10.4941793 12.4738377 1.4679576 7.7735382 10.7581817 3.2752902 6.1060070 9.4724338 11.1973833 2.7898544 17.6324387 11.8107849 NA 3.6054351 6.2906622 11.7534503 10.9042276 5.0528940 11.1249614 9.8188716 16.3841772 9.1289978 6.1628122 6.2545279 10.8053313 9.5591032 7.4429203 12.4132388 9.8210792 11.3107542 12.2799493 -0.2689906 8.4532052 10.7365914 7.7328444 NA NA 3.5035523 6.9306392 9.4033921 11.0155982 1.9533770 5.3159285 1.7309660 8.0573961 NA 11.3116965 2.1460035 12.4871757 10.0792302 10.8013115 8.2294836 13.2888294 4.5553929 7.5972153 11.6414847 10.5090440 9.2951164 10.5047490 9.0332250 13.7123557 12.4047176 1.8464331 10.6572629 8.1132306 8.7431258 12.0214657 7.9993140 12.2916977 8.6197101 2.3159429 10.2765749 3.5722712 0.0036467 -0.0093161 0.5734900 -0.0221570 0.0118580 0.0118580 0.8647900 -0.0110210 0.3155100 0.3155100 0.3155100 -0.3755800 -0.3755800 0.0871410 0.0000000 0.0682750 0.0682750 -0.0114340 -0.0114340 0.0708570 0.0708570 0.1394300 -0.0248970 -0.0882050 -0.0882050 -0.0434280 0.0983100 0.0983100 0.0048970 -0.0303650 -0.0155650 -0.0155650 -0.0093161 -0.0093161 -0.0093161 -0.3806400 -0.3806400 -0.3806400 -0.3874700 -0.3831000 0.0019808 0.0019808 -0.3754600 -0.0221570 -0.0221570 -0.0221570 -0.3967200 -0.0110210 -0.0110210 0.3155100 -0.3755800 0.0000000 -0.3851200 0.2075200 -0.0562700 0.0682750 0.0682750 -0.0114340 -0.3710700 0.0708570 0.2368300 0.6134000 0.1394300 0.0935160 0.0935160 -0.0248970 -0.0248970 -0.0882050 -0.0882050 -0.0434280 -0.0434280 -0.3816400 0.0048970 0.0048970 0.0048970 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.388 0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.382 0.000 0.000 0.000 -0.381 0.000 -0.383 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.316 0.316 -0.376 0.000 0.000 0.000 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.388 0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.382 0.000 0.000 0.000 -0.381 0.000 -0.383 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.316 0.316 -0.376 0.000 0.000 0.000 11.8589612 -0.8538662 10.1591943 6.6656401 11.1512780 12.1177185 9.2623484 11.1424778 11.3493523 10.4997026 10.6303237 11.3894759 8.5785463 10.5210438 11.0605764 10.4371751 3.8291392 12.4132388 10.4605876 11.3107542 10.6026155 10.5543341 11.1068733 13.1083979 12.3641134 11.5428767 0.1460035 0.4679055 9.2080504 10.2620233 11.0092227 12.1961931 11.1967033 2.7309660 11.3140496 10.1835513 14.1071133 9.3657778 8.5659646 8.7300272 9.4296716 12.6372311 8.2869366 8.3566756 10.3957104 9.3603234 9.5286284 11.0951015 7.9339072 7.7082466 12.8709445 3.4679315 10.8752002 10.4941793 5.9914946 7.5057536 2.0529027 9.8853631 0.4679055 9.0730415 10.3324281 11.3107542 12.2799493 11.0918139 10.7365914 11.2984477 3.2752902 5.5123280 10.0944555 11.4083929 6.3259134 6.1117888 11.3116965 11.7367084 10.8013115 12.1940654 10.2344613 10.4690591 10.4514961 10.5047490 8.4127908 10.2397520 11.3132955 3.3159285 -0.8538662 7.1375261 9.5612074 9.9709631 10.0972891 8.5992750 10.3367550 5.0408223 TCGA-CV-6935 67 1 295 NA head and neck stage iva t3 n2c NA male 1999 NA NA head and neck squamous cell carcinoma NA 1969 4 white not hispanic or latino 1 4 3 2 2 2 1 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 4 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2 0 4 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 6.484752e-06 1.803247e-06 10.5350096 NA 11.3848514 1.7025246 4.7686025 9.9622584 6.9786395 6.5851579 7.7659100 14.1429301 7.3318718 8.3300488 8.7939505 NA 7.6996946 7.2949717 5.3059924 2.4029677 10.9701796 9.8799347 1.0244615 NA 11.4496591 9.9908044 11.4146121 NA 10.8554337 10.5246875 11.0221872 10.4312859 -1.2976084 1.7025246 5.8824230 8.7444615 1.7025246 NA 13.0323815 4.7686025 8.7345609 11.5474170 7.0818935 9.2033571 10.6490559 8.4046877 NA 13.0228926 14.1750790 7.8240486 NA 11.2518184 7.5193390 12.9330610 7.4270287 4.4304325 -1.2976084 NA NA -0.2974311 -0.2974311 13.2079545 13.6251998 10.7843314 13.0881079 -0.2974311 4.3749421 9.3436636 2.4029677 1.8724348 9.1923631 12.2132793 -1.2976084 19.0622110 10.0786405 NA 0.2874723 1.5098478 11.9057101 7.6711815 2.7025246 11.6578326 9.6362057 15.5170976 8.4540591 3.3463754 2.8724348 10.6468611 9.9954119 7.1371428 12.9678913 8.7234951 12.0585543 11.8886293 0.2874723 8.2043520 11.3017306 9.8680502 NA NA 1.5098478 6.8623869 9.7846641 9.9908044 -0.2974311 6.6154045 3.0948272 5.8110394 NA 10.6417270 7.8598621 13.5273744 9.9016353 11.1041946 4.5354060 13.2376689 7.3024278 9.2309691 10.8589142 8.4756544 9.1193126 9.9570123 7.4167604 13.0289446 10.4029548 1.2874723 11.9725183 9.4590713 8.9516286 12.0051540 8.1055272 11.5649587 9.7799985 NA 11.0586919 -0.2974311 -0.0069948 0.5764800 0.8864600 0.0235660 0.0242680 0.0242680 0.1568100 0.1514900 -0.6328200 0.0249690 1.4853000 -0.7674900 -0.7674900 -0.0239770 -0.0418380 0.0221640 3.6569000 0.0595080 3.6256000 0.0324220 0.0098669 0.0019972 -0.0182990 0.6476300 -0.6151800 -0.0529360 0.0000000 0.0000000 1.1707000 -0.7546900 -0.7545200 0.6824900 0.0137720 0.0137720 -0.1529800 -0.7786300 -0.7786300 -0.7577100 -0.7577100 -0.7690400 0.0351000 -0.7507200 -0.7633800 0.0235660 0.0235660 0.0158660 0.0248290 0.1402800 -0.6772900 -0.6440200 -0.7674900 0.0087528 -0.0486130 -0.0663860 -0.2360600 0.0022193 -0.7861800 -0.7832800 -0.7912600 0.0324220 -0.6681800 -0.7209500 0.0072139 0.0418830 0.0699560 -0.0121620 -0.0587310 -0.7563300 -0.7563300 -0.0529360 -0.0762780 0.0083351 -0.1992200 -0.1992200 -0.1872100 0.000 0.000 0.000 -0.760 0.000 0.000 0.000 -0.701 0.000 0.000 0.000 0.000 0.000 0.727 -0.029 0.000 0.000 -0.755 0.702 0.000 0.000 0.000 0.000 0.000 0.000 -0.779 0.881 -0.769 -0.769 0.000 0.000 0.000 0.000 0.149 0.149 -0.633 0.000 0.000 0.000 -0.187 -0.187 0.000 0.000 0.000 -0.760 0.000 0.000 0.000 -0.701 0.000 0.000 0.000 0.000 0.000 0.727 -0.029 0.000 0.000 -0.755 0.702 0.000 0.000 0.000 0.000 0.000 0.000 -0.779 0.881 -0.769 -0.769 0.000 0.000 0.000 0.000 0.149 0.149 -0.633 0.000 0.000 0.000 -0.187 -0.187 11.060067 NA 10.367540 6.120369 9.831798 11.656150 8.968130 11.157328 10.010854 9.560496 14.123692 11.952813 7.541718 10.845579 11.271184 10.936135 5.694150 12.967891 8.228036 12.058554 10.962258 10.715838 11.544669 14.461357 12.814625 11.141047 -1.297608 NA 8.592779 9.803834 11.2253418 11.5288649 11.3384599 -1.2976084 10.7686043 10.9225911 14.7483807 8.1802732 5.5098700 8.0840579 9.5401430 11.8379038 9.0013795 8.3282239 10.7942810 9.5234918 10.9701796 9.6625171 7.3209007 7.0017234 13.0228926 3.9504404 9.8911040 10.7843314 6.1619461 4.7686025 5.4969321 9.3472728 NA 8.8162573 10.3222766 12.0585543 11.8886293 9.8985024 11.3017306 11.6417270 1.0244615 -0.2974311 8.7559251 10.4094427 7.8997315 5.6094063 10.6417270 11.0080069 11.1041946 12.3220473 10.2416738 9.9198670 8.4822344 9.9570123 8.1822955 10.4883762 10.6890682 -1.2976084 NA 8.9156192 7.4790139 8.0017229 8.9349360 7.7605071 10.6109077 3.7899796 TCGA-CV-6936 68 1 166 NA head and neck stage iva t4a n2c NA male 2004 NA yes head and neck squamous cell carcinoma NA 1952 5 white not hispanic or latino 2 7 2 1 2 3 1 3 4 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 7.906543e-06 2.912937e-06 8.0831687 NA 11.4178893 1.2903654 5.7822303 11.0456834 3.9342334 6.4299306 8.0486018 16.1364504 7.2733723 8.0502666 8.8986334 -1.7098115 9.9746888 9.2604844 4.7333218 1.6123053 2.1972678 8.7630693 -0.7095756 -0.1246917 8.8440077 3.0452682 10.6015592 NA 10.9025559 10.4621808 10.4448802 10.1491366 NA NA 4.0717369 9.0983935 NA NA 11.1250471 4.2903802 8.9890831 11.6323143 6.9628035 6.3564678 12.3338331 2.2903654 NA 10.3818139 13.4766088 8.3962871 NA 9.4228782 5.5390657 11.8363083 8.8440077 6.3884100 -0.1246917 NA NA 1.6123053 0.6123053 15.8551522 16.5126925 9.9046283 12.7790974 -1.7098115 4.7166453 10.0548355 -1.7098115 1.6123053 9.0602163 11.1506896 2.4376805 15.6337377 10.2460285 NA 1.0977456 -0.1246917 11.3676950 6.8372734 7.0114777 11.7283425 10.5326594 15.3376942 9.5711493 4.2676556 3.3778456 11.2949501 10.3016057 5.1730235 11.5860743 8.5907311 11.6335642 10.8437678 NA 9.0037650 11.5103033 5.4900502 2.0977456 NA 5.2328948 7.5665031 8.9960110 8.2790631 1.2903654 NA NA 7.9557144 NA 10.6797410 5.1607427 12.7218761 9.6523058 10.9418787 1.4603232 12.9831030 8.3975955 8.3443043 11.6940563 7.3320374 9.9238278 10.1877627 13.4326452 9.8879655 9.9023255 0.8753083 10.8198091 5.1483607 9.5606739 11.4369472 8.7415897 11.0737860 9.1530159 NA 12.0601131 1.0977456 2.68650000 -0.01269600 0.72095000 0.56901000 -0.01362900 -0.01362900 0.43591000 0.59676000 0.58156000 0.58156000 0.58156000 -0.55105000 0.00598750 0.00029476 0.01392900 -0.59525000 3.65690000 -0.58920000 0.00000000 -0.03733700 -0.03733700 0.05581800 0.00863110 -0.00814500 -0.00814500 -0.01297100 0.57400000 1.13120000 0.84589000 0.00543140 -0.60321000 1.68130000 -0.02012100 -0.02012100 0.00751760 -0.23029000 -0.23029000 -0.63038000 -0.61862000 -0.01874800 -0.01874800 -0.02820100 -0.61353000 -0.00883520 -0.00883520 -0.00883520 0.00126550 1.64220000 0.01183600 -0.62844000 -1.14040000 0.00029476 -0.59223000 -0.58203000 0.01253300 -0.61957000 -0.55345000 0.00057208 -0.02423300 -0.03733700 -0.00316850 0.01141800 0.05581800 0.01336700 0.01336700 0.00863110 0.00863110 -0.00814500 -0.00814500 -0.57801000 -0.00704020 0.01630300 -0.50431000 -0.50431000 0.62281000 -0.538 -0.538 -0.547 -0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.619 0.000 1.100 0.000 0.000 0.000 0.000 -0.583 0.174 0.000 0.000 0.542 0.542 0.000 0.000 0.424 0.000 0.582 0.582 0.000 0.000 -0.504 0.708 -0.538 -0.538 -0.547 -0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.619 0.000 1.100 0.000 0.000 0.000 0.000 -0.583 0.174 0.000 0.000 0.542 0.542 0.000 0.000 0.424 0.000 0.582 0.582 0.000 0.000 -0.504 0.708 11.2231469 1.4603232 9.7490210 5.6566994 10.8535748 11.8676822 9.1775992 11.4676423 9.2084963 9.4702875 11.3155181 11.9386237 7.4375831 9.8673351 10.8559566 10.7827325 6.2096581 11.5860743 8.7322851 11.6335642 11.3017805 10.2277524 10.3274827 13.4838350 12.2723917 7.4299297 0.8753083 2.8753476 9.5034827 10.4299298 10.5864343 12.4039579 12.1463176 -0.1246917 11.9975219 11.1454416 13.1751653 9.9851717 7.0977330 9.9676577 9.6402126 11.3633485 9.8908443 8.4350368 9.6648746 8.8678072 2.1972678 10.4537137 9.5143801 8.1653598 10.3818139 1.7497917 10.4037952 9.9046283 7.6933908 7.0684559 1.2903654 9.4209491 1.0977456 9.4028181 7.3456607 11.6335642 10.8437678 9.9000191 11.5103033 10.6775880 4.5571650 3.9628081 10.5448580 10.0949130 7.7498104 5.6302278 10.6797410 11.3890686 10.9418787 12.0977334 10.5667938 9.3818139 8.5595052 10.1877627 7.8487994 7.9503745 9.9908182 3.1483647 -0.3591940 4.9342334 9.6299223 8.9977375 9.5798211 6.9873459 9.5975794 4.0452682 TCGA-CV-6937 71 1 624 NA head and neck stage ii t2 n0 NA male 2003 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 4 2 3 2 3 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 3.710527e-06 1.317757e-06 9.2986329 NA 10.8482542 3.2718290 4.9796504 10.4147907 3.0653827 7.2414589 9.0231536 15.1076687 7.5985617 8.0619096 8.8707537 NA 8.6778250 9.6187896 6.0791882 3.8243707 6.3536268 8.7070167 NA 1.9499084 10.4642900 9.9060389 11.4107018 1.9499084 9.5973630 10.4410897 10.6664384 10.7202933 -0.6350914 0.9498711 2.1722955 8.3787392 -0.6350914 7.0584291 13.5124651 4.3649436 10.3817505 10.9583333 8.3507841 7.5743952 10.7339942 5.9041011 1.3649646 11.4799858 13.0930753 7.7700837 0.3649086 12.7122867 3.6128714 12.1085144 7.0584291 6.6958588 2.3649366 NA 3.2718290 0.9498711 NA 14.7960800 16.6101268 10.0087984 12.5197603 0.3649086 0.9498711 10.2119995 3.6868703 0.9498711 8.4812860 10.4263134 NA 17.5906392 9.6572638 3.0653827 2.8243809 3.1722955 11.5667598 6.7047918 4.6503452 10.7595121 10.1089350 13.9907651 8.2808213 7.7268857 5.4942268 11.1356060 10.0894560 3.2718290 11.8610470 8.7312644 10.7796274 10.8894839 NA 8.3564639 11.6069253 7.8607971 NA NA 2.1722955 7.3983649 9.6282113 10.1747103 0.3649086 5.9499037 NA 7.6503445 2.9499084 10.6578389 6.6223301 12.7161575 9.2522695 10.2009925 0.3649086 12.6668670 7.2658091 7.8366172 10.9036161 8.2838056 9.1528448 9.4298197 5.3649436 11.4987266 9.7025640 1.3649646 8.2009927 9.5134187 9.4864757 11.4134291 8.4011159 11.0047351 10.0679805 NA 10.1289844 -0.6350914 1.761000 -0.063032 0.635180 1.412700 0.113740 0.113740 0.050491 0.050491 -0.282870 0.608460 1.376400 -0.279840 -0.279840 -0.279840 -0.262270 0.182980 0.186460 0.880660 -0.092742 -0.040209 -0.040209 -0.035176 -0.026246 0.251050 0.235500 -0.228340 3.656900 0.192230 0.082909 0.324950 -0.254430 0.411280 -0.063032 -0.063032 -0.063032 -0.276550 -0.276550 -0.282270 -0.282270 -0.111290 -0.104870 -0.104870 -0.256110 0.000000 0.000000 0.634260 0.113740 0.050491 0.050491 -0.282870 -0.279840 -0.279840 0.092605 0.642490 0.184500 -0.274760 -0.105890 -0.092742 -0.040209 -0.040209 -0.033950 -0.033950 -0.235210 0.206410 0.206410 -0.725170 -0.068327 -0.277740 -0.277740 -0.228340 0.436480 -0.312490 0.082909 0.082909 0.082909 0.218 0.218 0.207 0.207 0.295 0.000 0.000 0.000 -0.235 0.206 0.206 0.000 0.000 -0.286 -0.286 -0.150 0.286 0.181 0.181 0.192 0.192 -0.312 0.000 0.181 0.000 -0.277 -0.046 0.000 0.000 0.875 0.000 0.114 0.000 0.000 0.000 0.309 0.592 -0.280 -0.280 0.000 0.000 0.218 0.218 0.207 0.207 0.295 0.000 0.000 0.000 -0.235 0.206 0.206 0.000 0.000 -0.286 -0.286 -0.150 0.286 0.181 0.181 0.192 0.192 -0.312 0.000 0.181 0.000 -0.277 -0.046 0.000 0.000 0.875 0.000 0.114 0.000 0.000 0.000 0.309 0.592 -0.280 -0.280 0.000 0.000 9.9079740 6.1198293 9.6849528 3.4524109 10.1658421 10.9810269 10.0078964 12.2567259 9.4296850 8.7508044 11.1735042 12.0746722 7.1331268 11.3522062 8.7933022 10.1372567 3.4014393 11.8610470 8.2445256 10.7796274 9.6675810 10.7497259 10.5298491 12.6190703 10.9745827 9.9592668 0.3649086 2.9499084 8.9328983 9.0106006 10.9108720 11.9473194 11.1634139 NA 10.7859550 11.1998082 15.1214190 10.2536854 5.8727377 9.1706860 8.6846143 11.8821194 7.4019947 9.5707354 10.2166912 9.7213942 6.3536268 10.3873100 8.0267204 11.0510049 11.4799858 2.1722955 10.3907739 10.0087984 5.7912072 4.0088006 5.5146904 9.1148116 -0.6350914 9.3059897 10.4004286 10.7796274 10.8894839 10.0195782 11.6069253 10.5522943 4.1198293 8.5596991 8.1658421 11.4867994 6.6128700 7.4093366 10.6578389 10.3162269 10.2009925 12.7970925 11.2886411 10.7197425 8.2166911 9.4298197 10.6732812 9.8006125 9.8963236 1.6868815 3.7572580 2.5348585 9.7228900 8.7508044 9.6152406 9.2658089 10.9897376 5.6687233 TCGA-CV-6938 87 1 144 NA head and neck stage ii t2 nx NA male 1996 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 6 3 2 3 3 2 3 NA NA 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 5 0 0 0 0 4 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 4 0 5 0 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.369405e-06 1.075012e-06 8.4658729 NA 10.5606011 1.0821576 2.4972036 10.0460280 3.4972036 5.7260247 8.4744859 16.8803298 6.5632954 7.7212079 7.5846687 NA 10.2386731 8.1518421 4.8191317 6.0821682 9.7557721 7.9192709 NA NA 7.0746349 6.9729396 10.5740216 5.3045621 10.5333797 9.7663328 10.5443300 10.7663327 NA NA -0.5028731 8.6712828 NA NA 13.5819314 6.8635284 9.5497741 10.9417033 7.9318343 5.1696324 9.3767894 2.8191368 NA 12.0089587 12.6453648 8.5361252 NA 9.5361250 6.1998627 10.8700711 5.7451324 7.1554173 NA NA NA 3.1976453 1.8191368 16.2658556 16.7349508 11.5122726 12.2928399 NA NA 10.7901028 1.8191368 -0.5028731 8.4426500 10.6614845 -0.1022175 18.3661374 12.2825298 NA -0.5028731 0.4972291 11.5049342 7.0821682 5.5846679 10.6845148 10.6245556 15.3759515 9.2752832 2.6671201 2.4972036 11.0158592 9.6456826 5.0821703 12.3849788 9.0227268 10.3117885 11.6802210 NA 8.1338306 10.8830685 8.3458288 0.4972291 NA 2.8191368 6.9970519 8.7593010 10.2719931 NA NA 3.3045548 1.0821576 NA 11.5150584 NA 12.8004160 10.2658370 11.0651621 NA 13.8278429 NA 7.5140141 11.3905076 6.5524877 9.2080124 9.7771300 6.2520939 9.4514024 11.2851086 2.0821576 10.1713984 5.1976453 8.4572081 11.5429657 8.4367852 11.9479018 8.5899631 NA 10.3205734 -0.5028731 -0.00367930 0.00000000 0.00360760 -0.00456950 0.01195800 0.01195800 0.00221930 0.00221930 0.15382000 0.15382000 0.15382000 0.15129000 0.15129000 0.15129000 0.15129000 0.08493200 0.08493200 -0.00152430 -0.00341100 -0.00830050 -0.00830050 -0.00332430 0.00013863 -0.02589300 -0.02589300 -0.01161100 0.05594300 0.06065100 0.02496900 0.02174400 0.02174400 0.02174400 -0.00367930 -0.00725240 0.00000000 -0.00166290 -0.00166290 -0.00166290 -0.00166290 -0.00221680 -0.00221680 -0.00221680 -0.00221680 -0.00456950 -0.00456950 -0.00456950 0.01195800 0.00221930 0.00221930 -0.56087000 0.15129000 0.15129000 0.00791750 0.00791750 0.00791750 0.08493200 0.08493200 -0.00341100 -0.00830050 -0.00830050 -0.00110870 -0.00110870 -0.00332430 -0.02575600 -0.02575600 0.00013863 0.00013863 -0.02589300 -0.02589300 -0.01161100 -0.01161100 -0.00512270 0.02735700 0.02735700 0.02496900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.154 0.154 0.151 0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.154 0.154 0.151 0.151 0.000 0.000 10.8575045 0.4972291 10.0028589 9.4055987 11.4190470 10.6677571 10.1607642 11.5945798 7.7498714 10.2736391 10.6833203 10.9653210 9.9890591 10.4579321 9.9129479 11.5726852 3.0761486 12.3849788 9.5939212 10.3117885 10.5422831 10.0755788 10.5264933 12.6965517 13.1985959 9.8281230 1.0821576 0.4972291 9.1941735 9.8146187 11.1338307 11.9169029 10.5216531 NA 10.9774914 11.5084333 14.9447407 9.4367852 7.0594483 9.1410623 8.4070991 12.2477037 8.8187509 8.3395565 11.0074757 8.5497743 9.7557721 10.7486885 8.9150586 6.1976453 12.0089587 1.8191368 10.0746349 11.5122726 6.1837068 5.9890595 0.4972291 10.2826585 NA 9.2637349 8.2981061 10.3117885 11.6802210 11.1950424 10.8830685 11.7442435 3.3045548 0.4972291 7.8055453 9.9245189 6.3300958 2.4972036 11.5150584 11.2416195 11.0651621 12.4020288 10.7528248 10.4716207 10.1572019 9.7771300 6.9484175 10.4070992 9.5402333 3.4040993 -0.5028731 3.3045548 9.8087613 9.8202608 9.7403800 5.9729384 9.9940598 3.8895222 TCGA-CV-6939 60 1 666 NA head and neck stage iva t4a n2b NA male 1994 NA NA head and neck squamous cell carcinoma NA NA 2 white NA 3 5 1 2 2 2 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 1.144368e-06 4.161338e-07 10.3267674 -0.6003367 10.9600631 2.3997180 4.8091211 11.2720203 6.1208288 7.6805009 8.2945482 15.9438191 7.4413897 7.4631254 8.1512743 2.7216570 9.2716355 9.0888547 6.1344407 5.5392829 10.8774885 9.5702813 -0.0153742 -1.6003367 7.8027425 9.9070293 11.4156679 NA 10.3930225 10.8470718 10.9917200 11.5407197 -0.6003367 3.1583532 3.8591645 9.6762734 4.5895538 NA 13.4220981 6.0862318 8.5932555 11.6881638 8.6018540 6.3884152 12.2947365 6.0363539 1.9846987 13.2532835 13.1500185 9.1753405 2.5696612 11.6967898 2.9846987 12.4462574 7.0471883 6.2452199 1.2070807 NA 0.7216789 3.3539302 1.8591745 15.1020650 15.3532094 10.2334110 13.0560992 NA 4.3997317 9.9804599 7.2452199 4.3997317 9.7199666 11.1751348 1.7216789 17.6989139 12.3531992 NA 2.2070807 4.2326224 11.7659158 8.6188986 5.3066195 11.4705573 9.8006097 15.3281330 9.5583400 3.6476599 6.1876332 9.8820341 10.0663982 6.6618251 13.0387227 10.3263969 12.1392999 11.6461740 -0.6003367 8.8925850 11.6161730 7.5969471 -1.6003367 NA 5.2700953 6.9771585 9.3884149 10.3326831 6.7616736 6.0721551 0.7216789 9.1612816 NA 10.9313554 8.1019027 12.9717198 9.8689040 10.2322247 6.3126198 12.9517989 7.5646373 8.1695683 11.1156923 10.6437967 9.1957698 10.9611447 10.0408789 11.7060768 10.7035110 4.2070885 11.3404109 9.0381662 9.2983316 12.0274921 7.9903173 11.8883236 8.5596016 0.3997727 10.7188378 0.9846987 0.00746120 0.00746120 0.19573000 -0.00849350 -0.01092200 -0.01092200 -0.01023200 -0.01023200 0.00166420 0.00166420 -0.00712020 0.26923000 0.26923000 0.26923000 0.26923000 0.51350000 -0.45479000 -0.00346270 -0.00789480 0.20519000 -0.22268000 0.00416320 0.00791750 0.00055459 0.00055459 -0.01037000 0.18737000 1.58260000 0.00248650 0.00000000 0.00485790 -0.00757020 0.00746120 0.00746120 0.00746120 0.20320000 -0.46362000 -0.45747000 0.19573000 -0.22293000 0.22160000 0.22160000 0.20320000 -0.00849350 -0.00849350 -0.00221680 -0.01092200 -0.01023200 -0.01023200 0.00166420 0.26923000 0.26923000 -0.00401620 -0.00401620 -0.00401620 0.01126100 -0.45479000 -0.00789480 -0.46206000 0.22006000 -0.45426000 -0.45426000 0.00416320 0.16325000 0.16325000 0.00791750 0.00731610 0.00055459 -0.01037000 -0.01037000 -0.01037000 0.02118300 0.01749200 0.01749200 0.00248650 0.000 0.000 0.000 -0.455 0.000 0.000 0.205 -0.454 0.000 0.163 0.163 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.166 0.000 0.000 0.000 0.144 0.000 0.196 0.196 0.208 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.269 0.269 0.000 0.000 0.000 0.000 0.000 -0.455 0.000 0.000 0.205 -0.454 0.000 0.163 0.163 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.166 0.000 0.000 0.000 0.144 0.000 0.196 0.196 0.208 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.269 0.269 0.000 0.000 11.125096 1.399718 11.161277 7.657118 10.595410 11.856339 12.544070 12.480381 9.753980 9.868863 10.025439 11.464810 10.227867 10.902065 12.485037 11.295306 4.324782 13.038723 11.565422 12.139300 11.109891 11.232225 11.600629 12.183826 13.004168 10.798474 3.154616 1.207081 9.677018 10.962211 10.9519190 11.5249822 12.7915780 1.3997180 11.6201086 10.6067446 14.6204668 8.1843651 8.7429160 8.7473515 9.4885184 12.8746403 9.6689855 8.6152633 10.2111049 8.4792152 10.8774885 10.9641179 9.8855596 9.1267997 13.2532835 3.6091876 9.8805204 10.2334110 5.7747686 7.9809307 2.1001703 9.7769408 -1.6003367 9.4283271 10.4745407 12.1392999 11.6461740 11.4626196 11.6161730 11.6746907 1.3997180 -0.6003367 9.7768431 11.2171137 8.4468542 4.3539231 10.9313554 11.5485246 10.2322247 12.0085626 10.1148343 10.0413305 10.3477324 10.9611447 7.1546176 10.2262788 10.7359578 3.8259993 0.7216789 10.4732024 9.6275687 10.6831080 9.8027422 8.4885186 10.6521000 5.6943509 TCGA-CV-6940 80 1 804 NA head and neck stage iii t2 n1 NA female 2002 NA no head and neck squamous cell carcinoma 50 2001 1 white not hispanic or latino 2 4 2 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 3.745205e-06 1.387113e-06 9.9760056 -0.2575626 10.9657843 3.2018220 5.1517777 10.3575556 7.1728385 6.0552694 9.2312303 13.6471616 6.9615539 7.6878299 7.5910091 -1.2577350 8.9867497 11.3155597 4.8921336 5.4148121 5.4838545 9.2028418 NA NA 10.2556199 10.4284486 11.5035215 -1.2577350 10.3762893 10.6943991 10.9894233 9.6892922 -1.2577350 0.7423512 2.9123050 8.4487783 3.6492820 -1.2577350 14.2607009 3.7867845 9.6227347 11.8446897 8.0484476 8.0597987 11.2087173 3.0643138 NA 13.3870871 13.0735827 8.9914995 2.0643310 12.6083124 7.1319094 11.5045603 5.0822342 5.4288861 1.5497185 -1.2577350 0.7423512 2.9123050 1.9123050 13.8143049 12.7439410 10.3003282 12.5022741 NA 2.9903196 10.2800896 0.3273425 1.0643310 8.6356873 11.8504202 -1.2577350 18.1171197 10.1749278 -1.2577350 -0.2575626 0.3273425 12.2672948 9.4506075 4.2018142 11.7470066 9.9426715 15.9173213 10.1389907 6.5237454 3.6492820 10.6007554 10.5976437 4.2659469 12.9715051 8.2402375 11.2815447 11.1824764 NA 8.9432846 11.0982875 4.6003649 NA NA 5.3717435 6.8819374 9.2382409 10.1443319 NA 3.9123145 0.3273425 6.7023874 NA 10.2863844 NA 12.7704646 9.8670371 10.7511646 2.3273425 13.0088064 7.2140607 8.3644376 10.7946142 8.3717427 9.6657134 10.0929439 6.9950514 10.9451219 9.9542741 1.9123050 12.1583917 5.6849001 9.2531500 11.3467074 7.5721082 11.4947665 9.5633626 -1.2577350 10.2181193 -0.2575626 0.318940 0.519380 0.900830 0.110770 -0.110720 -0.110720 0.277840 0.277840 -0.236100 0.858720 1.236600 3.656900 3.656900 3.466700 0.165600 -0.373170 0.899020 0.142760 0.132330 -0.242940 -0.225310 -0.233780 0.135790 -0.402220 -0.608470 -0.115390 0.175230 0.175230 0.462920 0.102150 -0.242570 0.192490 0.318940 0.519380 0.110910 -0.648320 -0.646430 -0.646430 -0.646430 -0.391110 0.016520 0.016520 0.000000 -0.644840 -0.651140 -0.651140 -0.110720 0.012013 0.012013 -0.686910 -1.292900 0.103270 -0.112510 -0.112510 -0.499680 -0.369670 -0.648210 0.126040 -0.242940 -0.242940 -0.241230 0.547300 -0.233780 -0.213600 -0.199290 0.135790 0.142760 -0.608470 -0.608470 -0.115390 -0.115390 0.123980 -0.688910 -0.693240 0.462920 -0.113 -0.500 -0.370 -0.648 0.132 0.132 -0.243 0.547 -0.234 -0.229 -0.229 0.136 0.136 -0.608 -0.608 -0.115 -0.115 -0.237 0.105 0.175 0.175 0.124 0.529 0.111 0.111 0.210 0.856 -0.375 0.000 -0.651 -0.651 -0.111 -0.111 0.266 0.000 -0.212 0.198 -1.293 -1.293 -0.672 -0.274 -0.113 -0.500 -0.370 -0.648 0.132 0.132 -0.243 0.547 -0.234 -0.229 -0.229 0.136 0.136 -0.608 -0.608 -0.115 -0.115 -0.237 0.105 0.175 0.175 0.124 0.529 0.111 0.111 0.210 0.856 -0.375 0.000 -0.651 -0.651 -0.111 -0.111 0.266 0.000 -0.212 0.198 -1.293 -1.293 -0.672 -0.274 11.3339082 NA 10.4591496 4.9712032 11.5006091 11.6612472 11.2669276 12.2389900 8.8626237 9.4332568 13.9969347 11.6181352 8.9060355 10.7504643 10.8590547 10.4121568 4.9842248 12.9715051 12.3553695 11.2815447 11.1244695 10.3450847 10.9962334 12.9681544 13.0317564 11.5732972 0.7423512 -1.2577350 9.4341295 9.8476396 10.6812303 12.3898443 12.2336127 NA 11.7159039 10.9340620 14.6829504 10.4125995 6.5561673 9.4711568 8.7153656 11.7930848 9.7462130 8.3103419 9.9807906 8.6341696 5.4838545 11.1647135 8.6760766 6.9807908 13.3870871 0.3273425 10.4766721 10.3003282 5.2815462 5.2501809 6.3570963 9.5294721 NA 9.0944293 9.5245650 11.2815447 11.1824764 10.8710246 11.0982875 11.1681263 5.1174249 2.9903196 7.9494001 11.2904853 6.1517777 6.9760050 10.2863844 11.7590201 10.7511646 12.6279869 10.1868832 9.9825810 8.2561134 10.0929439 7.6462678 10.0535666 10.2447205 -0.2575626 NA 7.6994878 8.4140509 9.9718056 10.2649674 6.9997734 10.4227454 4.9712032 TCGA-CV-6941 51 1 342 NA head and neck stage iii t3 n0 NA male 1999 NA yes head and neck squamous cell carcinoma 60 1959 0 white not hispanic or latino 2 2 2 3 2 2 1 2 4 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 3.121375e-06 1.170515e-06 9.5962872 NA 10.7253372 4.1942920 5.5776222 10.3668310 7.3037278 5.5410966 8.6365173 15.3267945 7.3607312 7.3396175 8.1525323 NA 8.4405706 8.2743590 5.1136755 3.7581966 8.0260841 8.3986535 0.6707497 -1.3291597 11.7084514 8.6103121 12.0860785 NA 10.3677004 10.4655549 10.0901664 9.6721410 1.4780917 1.2556820 4.8995527 9.1567935 NA 0.9926959 13.1343211 6.7528824 9.5286205 12.0661331 8.2817576 7.3289441 11.3471307 3.8406546 NA 12.6453267 12.6654399 8.3866950 0.2556820 12.5902480 10.4387394 12.8812520 6.9699413 6.0630499 0.6707497 0.6707497 NA 1.6707497 1.2556820 14.9175662 15.2215229 9.8312346 13.2249619 -0.3293409 5.3000908 10.8242849 1.8406445 2.1301731 8.8293425 11.1802605 1.6707497 17.8760969 10.5079665 3.1301566 2.5776343 0.2556820 12.0457723 7.5655507 6.2556952 11.3680024 10.1755518 15.9964496 9.6081068 4.9561357 6.6191004 11.1819913 11.4714306 4.7581966 13.7951385 8.3199891 11.0141962 12.0008094 -1.3291597 8.7779499 10.3668310 7.8506419 NA NA 1.2556820 7.0801236 9.7103374 9.9049516 0.9926959 0.9926959 1.6707497 5.1136755 NA 10.4442842 NA 12.2899212 10.1893271 10.8968440 4.5533789 12.9014288 6.0016491 8.1982098 10.6051609 8.2367868 9.4306211 10.6345573 7.0587505 13.2117690 10.3990786 -0.3293409 11.2060082 6.1301649 9.8487752 11.9487467 8.0304823 12.2675050 9.0161380 -1.3291597 11.7251676 1.2556820 0.27553000 0.82725000 0.83982000 0.80383000 0.00583090 0.00583090 3.65690000 0.81552000 0.03143600 0.42839000 0.42839000 0.19425000 0.72697000 0.21683000 -0.07561200 -0.03258700 -0.03258700 1.33800000 0.00402430 -0.42046000 -0.42046000 0.00013863 0.37611000 0.59980000 0.41697000 -0.05185600 -0.00788630 -0.02068700 0.02904400 -0.00332430 -0.41762000 0.15532000 0.27553000 0.21929000 -0.34985000 -0.42789000 -0.42789000 -0.41871000 -0.43077000 -0.42429000 -0.17929000 -0.17929000 -0.19112000 0.00903120 0.01419000 -0.42974000 0.00583090 0.81552000 -0.44189000 0.43902000 -0.64377000 -0.21392000 0.80442000 -0.43897000 -0.20157000 -0.03258700 0.02258500 0.00402430 -0.42472000 -0.42472000 0.20767000 0.20870000 -0.00384420 -0.21099000 -0.21099000 0.37397000 0.34015000 -0.00512270 -0.00512270 -0.05185600 -0.47416000 -0.42571000 -0.04793700 -0.04793700 0.02904400 -0.202 -0.202 0.000 0.000 0.405 0.405 -0.420 0.208 0.000 0.352 0.144 0.374 0.374 0.577 0.000 -0.446 -0.446 0.000 0.117 0.000 0.000 -0.426 0.396 0.400 0.276 -0.419 0.000 -0.424 -0.179 0.773 0.000 0.000 0.000 0.000 0.816 0.000 0.397 0.226 0.087 0.000 0.000 -0.202 -0.202 0.000 0.000 0.405 0.405 -0.420 0.208 0.000 0.352 0.144 0.374 0.374 0.577 0.000 -0.446 -0.446 0.000 0.117 0.000 0.000 -0.426 0.396 0.400 0.276 -0.419 0.000 -0.424 -0.179 0.773 0.000 0.000 0.000 0.000 0.816 0.000 0.397 0.226 0.087 0.000 0.000 10.996038 0.255682 10.398649 5.659417 11.498473 13.373001 9.882013 12.214490 9.717857 9.187418 12.356467 11.756371 8.357234 11.812173 10.987297 10.830919 5.046989 13.795139 11.047130 11.014196 10.670733 10.763160 10.886766 13.106563 12.455674 11.613797 NA 3.528709 9.084361 10.240589 10.2950714 12.1293958 10.4310369 0.2556820 11.8847484 10.1270873 14.1213629 9.9898404 7.5349191 9.7435353 9.3064509 12.8350899 9.2093196 8.3554815 10.0446855 9.5083607 8.0260841 11.2045493 8.3055438 8.2310656 12.6453267 1.6707497 10.2725037 9.8312346 5.7041554 6.5776237 NA 10.0027695 0.6707497 9.1923333 9.5480169 11.0141962 12.0008094 10.4756705 10.3668310 11.6885852 6.9561345 NA 7.6791613 9.8274480 7.2291534 3.8000198 10.4442842 11.5706562 10.8968440 11.8671813 10.2035758 10.4426349 9.1229742 10.6345573 7.0630499 10.2692507 10.9500532 4.0969955 -0.3293409 6.7368227 9.0599555 9.9607518 10.1110830 6.2098920 11.0091907 4.8406596 TCGA-CV-6942 73 0 NA 4282 head and neck stage ii t2 nx NA female 2000 NA no head and neck squamous cell carcinoma NA NA NA white hispanic or latino 3 6 1 1 2 3 3 3 4 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 5 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 6.658141e-06 2.080669e-06 9.8258355 NA 10.3612442 3.2745450 5.3740762 10.7316270 3.5546502 7.6863527 9.6839303 16.8151517 6.1110397 7.6619412 7.8114800 1.0521376 9.8648590 8.6067357 4.9266162 4.2745375 10.3718190 8.3126742 2.4671751 NA 9.8648590 7.2550871 11.0960855 NA 10.1083330 10.1788513 10.3566883 10.7947370 NA NA 4.5115756 8.9926073 NA -0.5328249 14.1365677 6.5332737 9.3875372 10.8887232 8.8976371 6.9510002 10.7629533 3.2745450 -0.5328249 11.9398752 12.1510562 9.8965911 1.4671751 11.9983221 3.2156475 11.0573035 8.0217734 7.2873633 1.0521376 NA 1.4671751 3.3740796 2.0521376 16.1164817 16.7799759 10.6283162 12.4924970 1.0521376 5.6766369 12.2270725 2.2745300 4.0521463 9.4329686 10.6674700 5.1253949 18.3845099 12.3477245 NA 3.0521550 3.3740796 11.2624123 9.3635167 6.1110397 11.0526070 10.9680262 16.0827565 9.1676241 3.5546502 4.1676229 11.8172948 10.6346025 6.3740744 11.4140906 8.6693082 10.4770130 10.9640381 1.0521376 8.7316269 11.0530858 3.9907462 -0.5328249 4.2220704 5.9429179 7.0965412 8.3830636 9.8014576 4.0521463 5.4671849 NA 7.6717555 NA 11.0818942 3.7891137 12.6665500 9.9700758 10.7357263 6.0217729 13.3024453 1.0521376 8.1536848 11.3804478 9.5033579 9.2287355 9.7310286 7.8892490 11.6872603 12.6647082 0.4671751 9.1985035 7.0596419 8.5652163 11.5490006 8.0855697 11.4137252 8.3498275 2.0521376 7.8508888 1.7891032 0.0030522 0.0073609 0.0000000 -0.0056757 0.0164250 0.0164250 0.0241270 0.0241270 -0.3686100 0.3893200 0.3893200 1.8063000 0.0251100 0.0251100 0.0251100 2.1093000 -0.3665800 0.0088920 0.0147490 -0.1568200 -0.1568200 0.0065262 0.0063871 -0.2818000 -0.2818000 -0.0546900 0.0154470 0.0154470 -0.0271240 -0.0217350 -0.0217350 0.0114000 0.0284810 0.0284810 -0.1325100 0.0000000 0.0000000 0.0000000 0.0000000 -0.2199700 -0.2199700 -0.1633200 -0.1633200 -0.0056757 -0.0056757 -0.0056757 0.0145190 0.0241270 0.0241270 -0.8172100 0.0251100 0.0251100 -0.3691800 -0.3691800 -0.0134380 -0.3567000 -0.3571500 0.0147490 -0.1568200 -0.1568200 0.4103000 0.4288900 0.0000000 0.0101460 0.0127950 0.0063871 -0.0097678 -0.2818000 -0.2818000 -0.0546900 -0.0546900 0.0024969 0.0358060 0.0358060 -0.0271240 -0.356 0.000 -0.317 -0.317 0.000 0.000 -0.157 0.429 0.000 0.000 0.000 0.000 0.000 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 -0.220 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 0.389 0.000 0.000 0.000 0.000 -0.356 0.000 -0.317 -0.317 0.000 0.000 -0.157 0.429 0.000 0.000 0.000 0.000 0.000 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 -0.220 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 0.389 0.000 0.000 0.000 0.000 11.236609 NA 9.527840 8.604176 11.664401 10.287363 10.548002 10.774385 9.911164 10.415552 11.054493 11.252228 10.145785 10.259161 10.194254 10.311105 4.430660 11.414091 10.541995 10.477013 10.733971 10.380822 11.255495 13.202749 12.955021 8.882926 1.052138 4.052146 9.328271 9.208651 11.0860286 12.6805924 10.8557399 3.1676309 10.9985658 10.5419948 14.2945732 9.3815696 7.9789369 8.4728090 8.7709651 10.9276403 9.4367580 8.2841680 9.8487273 9.3000743 10.3718190 11.0446132 9.2969070 11.1779908 11.9398752 4.2745375 10.6364831 10.6283162 6.1396107 9.6245314 0.4671751 9.7327993 2.2745300 9.1449039 9.9459540 10.4770130 10.9640381 10.9759695 11.0530858 10.5012955 4.6371117 1.0521376 8.5486146 10.4572883 10.3979217 4.7525880 11.0818942 11.1788513 10.7357263 12.2680843 10.4839927 10.1519330 10.1942539 9.7310286 7.4784113 9.9059761 10.2162157 5.9749789 2.0521376 5.9266162 9.9502847 9.7304535 9.8048062 7.8025745 10.0198534 4.6371117 TCGA-CV-6943 74 1 602 NA head and neck stage iii t3 nx NA male 1999 NA NA head and neck squamous cell carcinoma NA 1948 NA white not hispanic or latino 3 1 3 2 3 1 3 1 4 1 0 0 0 0 0 0 2 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 2 7 0 0 0 0 4 0 7 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 1.837924e-06 6.242008e-07 11.6497545 NA 10.1707115 5.7160279 6.4070774 10.4294459 7.3381686 7.7714413 8.7839323 17.1102972 7.1738790 8.0448924 7.6470504 3.5109113 9.2266853 8.7181993 5.3962725 5.4495119 10.2849688 7.8085942 2.3409895 -1.6588112 12.4150467 7.1989695 11.5911392 NA 10.2867985 10.5592494 10.4862842 11.1188606 1.5109113 NA 4.3409895 9.0582967 -1.6588112 NA 13.4930756 6.8684658 8.6818291 11.9479723 9.1817667 7.7461300 11.6527371 2.5889245 NA 12.9022768 12.9731889 8.8762643 2.4284640 11.0727321 9.8303151 12.3239824 7.1256232 7.6493280 -1.6588112 4.3187290 0.3409610 1.3409610 0.6629346 15.8732594 16.7995710 10.1635596 13.0513648 3.5889125 6.8085948 10.9499366 1.5109113 3.8004237 9.0151811 11.0239834 2.6411067 19.1522514 12.8680993 NA 3.6629119 1.1483484 11.8429504 8.8288289 6.5983771 11.3531035 9.6724657 16.3471834 8.8388405 5.5793944 5.1738790 10.9782930 9.9929375 8.0309865 12.0977713 9.8453113 11.3314474 12.1857927 -1.6588112 8.3661285 11.0383908 6.5159143 NA 3.0958738 5.1091725 6.9520132 8.9593743 10.3853829 2.9848445 1.9259615 -1.6588112 8.4702717 NA 11.3501176 -0.6590390 12.8081486 9.8790419 10.7648926 6.7714419 13.6131816 6.3239825 7.4805398 11.0309868 8.8517531 9.5793936 10.2943814 9.0841403 12.5565218 11.3874308 -0.6590390 10.9650988 7.3353421 8.1927376 11.9986422 8.1515605 12.1928354 8.7375935 0.9259235 11.6870870 3.2478820 0.0294660 -0.0488270 0.0353830 0.0380650 -0.0022168 -0.0022168 -0.0124380 -0.0124380 -0.1336800 0.2010600 0.2010600 0.0317180 0.0317180 0.0317180 0.0129340 0.0036076 0.0036076 0.0431570 0.0451740 -0.0319050 -0.0319050 0.0273570 0.0242680 0.0030522 0.0030522 0.0390540 0.0270760 0.0270760 0.0445740 -0.0042929 -0.0042929 -0.0125760 -0.0425800 -0.0488270 -0.0615290 -0.0047672 -0.0047672 -0.0047672 -0.0047672 0.0000000 0.0000000 0.0000000 0.0000000 -0.0138510 -0.0138510 -0.0138510 -0.0022168 -0.0124380 -0.0124380 -0.1336800 0.0317180 0.0317180 0.0063871 0.0063871 0.0063871 0.0036076 -0.0172730 0.0431570 -0.0319050 -0.0319050 0.0448570 0.0448570 0.0273570 0.0153080 0.0153080 0.0242680 0.0242680 0.0030522 0.0030522 0.0390540 0.0390540 0.0712480 -0.0298570 -0.0298570 0.0503780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.067 0.201 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.067 0.201 0.000 0.000 0.000 0.000 11.366475 -1.658811 9.856038 8.966698 10.701836 11.334633 11.797857 11.968295 11.125624 10.724963 10.885953 11.388965 9.331802 11.176645 11.146934 10.491688 3.773944 12.097771 9.194298 11.331447 10.800677 10.465756 10.927594 12.711049 12.301262 9.742935 -0.659039 1.800413 9.128891 9.693032 10.2735727 11.8400873 11.4819783 -1.6588112 11.7442672 10.1719001 14.4921828 9.9409017 7.9956247 8.4204736 9.2182729 11.9624684 8.3853831 8.3894756 10.3132507 7.9630406 10.2849688 10.7854861 7.9032311 9.7029326 12.9022768 2.9259425 10.3239824 10.1635596 5.4390213 8.1896116 -0.6590390 9.8398381 NA 9.2966387 10.1647541 11.3314474 12.1857927 10.7037545 11.0383908 11.2463758 NA 3.0414357 8.0460856 10.9022767 8.9060909 5.0414270 11.3501176 11.4026976 10.7648926 11.6735849 10.1841248 9.9739840 10.0513648 10.2943814 7.5431123 10.4413227 10.8618530 6.4805398 0.9259235 10.3441553 10.1978967 9.7466621 10.0925329 7.4495135 10.3282528 5.2951867 TCGA-CV-6945 41 1 366 NA head and neck stage iva t4a n2 NA male 1993 NA NA head and neck squamous cell carcinoma 75 1969 5 white not hispanic or latino 1 4 2 1 3 3 3 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 3.467782e-06 1.387113e-06 9.3339863 -1.2022399 9.7504802 0.7977601 4.8852034 10.3985811 5.6557210 4.9062653 9.0313588 15.3021080 7.3599814 8.1241684 8.8638282 NA 8.6290462 8.5509557 5.3976524 1.1196882 10.0277595 9.1409248 NA 0.3827226 9.3163922 8.8891745 10.6868626 4.9474838 10.9723527 9.9449439 9.9474862 10.1911294 -0.2022399 1.1196882 2.8852034 8.1829976 NA 6.2406826 13.7695520 3.4981743 10.6238903 10.1530901 7.0217407 8.3173751 11.5784838 2.8852034 NA 12.7987073 12.6690667 8.9308813 -0.2022399 12.4493513 10.3598860 11.4197908 5.9062629 6.7402530 NA NA NA NA NA 15.8989143 16.1140014 10.8675244 12.5231053 -1.2022399 -0.2022399 9.8832115 NA 0.7977601 8.0692022 10.7284763 NA 18.7765025 8.7121242 3.7519350 1.1196882 -1.2022399 10.9676640 5.7635231 4.4701659 10.3982142 10.8685308 15.4062393 9.0217407 7.4379842 4.9270241 12.2382189 9.7424511 5.1900577 13.1299399 8.8187189 9.3203206 11.1711480 5.5119835 8.4999116 11.3208109 7.8145472 -1.2022399 -1.2022399 1.9676482 6.2489503 9.4666241 9.2694143 -1.2022399 0.3827226 2.2571615 7.1684264 0.7977601 9.8990582 NA 12.9994035 9.8600079 10.2271458 1.1196882 12.8174166 7.2935940 8.0096271 11.8574215 7.3484856 9.1387019 9.0328797 10.0361438 10.2683979 10.7649653 2.6050913 10.7732287 9.6657898 8.5171280 11.4630749 8.7076321 12.5891054 8.6099163 NA 10.8352860 0.3827226 -0.024524 2.189000 0.419220 0.237050 0.280260 -0.122000 0.256990 0.229310 0.248870 0.724140 0.588150 -0.342970 -0.342970 -0.340880 -0.367770 -0.339520 3.656900 0.442570 -0.049830 -0.065850 -0.055769 0.000000 0.179810 0.565070 -0.339060 -0.338480 0.560450 0.560450 0.059937 -0.023018 -0.023018 -0.363860 -0.024524 -0.598650 -0.338940 -0.349730 -0.349730 -0.347330 -0.364410 0.244510 -0.044551 -0.729580 0.243110 0.237050 0.251680 0.580050 -0.327510 0.229310 0.229310 0.194360 -0.342970 -0.340880 -0.033132 -0.033132 -0.340440 -0.339520 -0.249100 -0.049830 -0.376730 -0.065850 -0.343890 0.268910 -0.020824 0.277580 0.304730 0.179810 0.179810 -0.339060 -0.339060 -0.338480 -0.014778 0.278210 0.101330 0.050574 0.059937 0.000 0.000 -0.249 -0.249 0.443 0.000 0.000 0.269 0.000 0.269 0.269 0.180 0.180 0.565 -0.339 -0.324 0.000 0.000 0.000 0.560 0.560 0.254 -0.255 0.000 0.000 -0.350 0.069 0.242 0.242 0.237 0.237 0.000 0.000 0.229 0.229 0.249 0.724 -0.341 -0.341 0.000 0.000 0.000 0.000 -0.249 -0.249 0.443 0.000 0.000 0.269 0.000 0.269 0.269 0.180 0.180 0.565 -0.339 -0.324 0.000 0.000 0.000 0.560 0.560 0.254 -0.255 0.000 0.000 -0.350 0.069 0.242 0.242 0.237 0.237 0.000 0.000 0.229 0.229 0.249 0.724 -0.341 -0.341 0.000 0.000 10.4798558 NA 8.7781070 3.4415897 11.0241512 11.3908663 9.3446335 11.5998514 9.5929669 8.7533889 12.0978055 11.0816955 6.4559502 10.8921467 10.5937786 10.4670670 4.2037336 13.1299399 7.4595169 9.3203206 10.0415080 9.9632741 11.0114508 12.7553091 12.0579235 9.0132721 NA 0.3827226 8.5986388 10.0721172 9.7424511 12.2613911 11.4168127 0.7977601 10.7329041 10.1032308 15.4797574 10.2039440 5.0831410 8.9751587 8.3901960 11.8936305 8.5078739 8.9512911 9.8591101 7.6494883 10.0277595 10.3364129 8.2975849 5.2240055 12.7987073 4.7284756 10.8455445 10.8675244 6.9218600 3.7519350 NA 9.8651734 0.3827226 8.1219194 9.5700536 9.3203206 11.1711480 10.7001141 11.3208109 10.4424966 NA -0.2022399 7.8852016 10.4170419 5.9875642 4.0831453 9.8990582 11.0295602 10.2271458 12.0111470 10.5425728 9.9732885 7.8228786 9.0328797 7.5725259 10.6183169 9.6619252 -1.2022399 4.2240017 5.0071910 8.5977330 9.0610082 9.8448630 9.1552911 9.9075697 4.2240017 TCGA-CV-6948 79 1 1289 NA head and neck stage ivb t4a n3 NA female 1994 NA NA head and neck squamous cell carcinoma NA NA 30 white not hispanic or latino 1 4 3 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 5.583129e-06 1.976636e-06 8.63044734 -0.07582409 11.13186365 0.33925143 2.58719695 11.22077311 2.66120233 6.59666387 9.15626034 13.92438595 8.36164468 8.16423569 9.22268359 -0.66063454 9.51544991 8.30650286 5.72298235 5.67019451 2.58719695 9.49914808 2.86284809 3.03971746 8.36580013 5.33927637 10.80917284 3.42673439 11.37304381 10.91008113 11.35904116 9.78377404 -1.66063454 -0.07582409 2.98313042 9.22111726 NA 4.33927994 11.64277209 4.90913464 9.68335627 11.51107898 8.28764405 8.87163269 9.03537483 2.42674781 NA 11.93860845 13.52836769 8.02402540 0.66120233 11.52631940 10.02631996 11.85768399 6.14017741 5.62467996 4.31655850 -0.66063454 3.29347349 2.92423293 2.03969992 15.08498897 15.32908894 9.68966346 12.81899382 0.66120233 3.14663893 10.53126126 4.42674110 2.86284809 9.03363471 11.55753722 3.74356882 18.40716267 12.02829187 7.09416427 1.14665522 2.92423293 11.88749656 7.47113380 3.69682846 10.46154493 11.18005460 14.74312091 9.39320252 9.02314860 7.44780150 11.20230139 10.84185993 4.09416005 13.07573202 10.68993972 11.44976001 10.70477896 NA 9.03102018 12.01280661 8.88809876 3.03971746 NA 4.58720295 7.03276318 9.41341807 9.05438074 0.33925143 7.46081054 2.92423293 6.20346351 NA 10.77624845 7.20655532 12.71574128 8.92085392 10.60489176 2.98313042 12.53079864 7.34490127 9.31941630 11.26779508 7.04663620 9.28105789 9.91386073 7.05008263 12.28955920 9.16264384 2.86284809 9.80484316 10.12962523 7.93546623 11.93208410 8.37545045 11.25813993 9.61481933 -1.66063454 10.83463206 -0.07582409 0.0079175 0.0331270 1.6311000 -0.0412950 0.0094491 0.0094491 0.0311400 0.0289030 -0.7785500 0.7475400 1.2506000 -0.7691100 -0.7691100 -0.7426400 -0.7649200 -0.7683400 0.0317180 0.0476940 1.4424000 0.0436260 0.0529520 0.0449990 0.0363700 -0.7451600 0.0377820 -0.0319050 0.7459400 1.4233000 -0.1768900 -0.7738800 -0.7534000 0.0039932 0.0079175 -0.8366400 0.0000000 -0.7164000 -0.7568000 -0.7748100 -0.7748100 -0.7835300 -0.6178600 -0.6178600 -0.8031000 -0.7850500 -0.7850500 0.6193300 0.0488300 0.0178240 -0.7691100 -0.7785500 -1.2929000 0.0039532 -0.0312230 -0.0468540 -0.0370820 -0.7641500 0.0410340 -0.6745300 -0.7706500 -0.7706500 0.0567980 0.0371210 -0.7521900 0.0377820 0.0377820 -0.7666300 -0.6236000 -0.7575900 -0.8094800 0.5376600 -0.7809100 -0.0576540 -0.1930000 -0.1930000 -0.1931200 0.000 0.000 -0.764 0.000 0.000 0.000 0.000 0.000 -0.672 0.000 0.000 0.000 0.000 -0.758 -0.758 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 -0.757 0.780 -0.775 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.472 1.251 -0.743 0.000 -0.193 -0.193 0.000 0.000 -0.764 0.000 0.000 0.000 0.000 0.000 -0.672 0.000 0.000 0.000 0.000 -0.758 -0.758 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 -0.757 0.780 -0.775 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.472 1.251 -0.743 0.000 -0.193 -0.193 11.1727598 -0.6606345 10.7576169 5.4991475 10.3197734 11.4711128 10.2510431 11.1570598 9.2920179 10.1618475 10.7684219 11.4195946 7.5776811 10.4277338 11.9697714 12.1715734 4.7190027 13.0757320 9.0586655 11.4497600 11.2549694 11.1347076 12.0550028 13.6263975 13.3566506 13.6613105 -0.6606345 4.4267411 9.5608638 9.6990263 12.3266296 11.9654420 11.0788464 2.0396999 11.3633775 11.2696444 14.7477352 10.9799735 7.3021728 9.0431802 9.9293959 12.7032061 9.7358119 7.7121418 9.7671133 10.2061692 2.5871969 11.3027147 9.9704538 7.4373085 11.9386084 5.3836697 10.4685597 9.6896635 7.0874692 6.0466351 2.1466226 8.7644925 0.9242519 9.1886818 11.0061664 11.4497600 10.7047790 10.1745376 12.0128066 11.0782134 2.5091891 3.1972521 8.4876262 10.3254743 7.3754505 3.3392799 10.7762484 11.0088261 10.6048918 12.6272055 10.7294456 11.9231822 8.5266287 9.9138607 9.1058056 11.0373302 9.7697293 1.9242519 6.8003874 7.6657061 8.4911432 9.6498895 10.0112600 9.7310573 10.6183068 5.0941643 TCGA-CV-6950 64 1 459 NA head and neck stage iva t3 n2c NA male 1994 NA yes head and neck squamous cell carcinoma NA NA 3 white not hispanic or latino 2 3 1 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.664535e-06 5.548451e-07 10.8655050 NA 10.0134257 2.3203403 4.3792189 10.3476177 2.3983230 5.7724531 9.4835564 15.9787792 7.1810678 7.4745812 7.5724660 0.7353489 8.4507535 8.2628404 5.1045967 3.6739634 8.6905292 8.9903922 0.4722798 NA 9.4450217 12.2522946 11.3088529 NA 10.1344634 10.6798316 10.5096014 9.9057059 0.1504297 NA 3.4723318 8.6295144 NA NA 13.8043097 4.3001457 9.2963330 11.8284509 7.1920600 6.6342172 11.6794655 1.9577661 -1.8494403 13.9455275 12.1689489 8.7040302 -0.2646511 9.0914486 4.2767944 12.1747615 4.9052883 6.8121786 1.7353489 NA -0.8497003 3.6739634 1.4723318 14.6620910 15.0656374 11.1612787 12.9577056 NA 2.9052931 10.0550356 -1.8494403 0.9577661 8.6492501 10.5634999 -1.8494403 18.7588336 10.0973073 NA 0.4722798 1.6098495 11.9851683 9.2252115 4.0330441 10.8744778 10.3917883 16.9927483 9.2451384 5.9448163 2.9052931 11.5380145 10.6989821 6.4077895 11.9456888 9.4381134 11.2584353 11.7644206 NA 8.9325803 10.2982419 7.8386512 NA NA 3.4723318 6.1672094 9.1362429 9.8732085 -1.8494403 4.4171842 NA 8.6322006 -1.8494403 10.4177729 -1.8494403 12.6009035 9.8430340 9.3026858 0.7353489 13.3682451 2.0572770 8.1031425 10.8725682 6.6542264 9.2029691 10.9704204 7.4077887 11.2186754 12.1130259 2.3203403 7.9545319 6.2218636 9.4924757 11.7648808 7.9753596 12.9980456 9.3007829 -1.8494403 8.9268341 2.1503972 0.1869300 0.1860100 0.5665000 -0.2850300 -0.0140460 -0.0140460 0.5227500 0.5227500 -0.0176660 0.4918200 0.4918200 -0.0194380 0.0150280 0.0550050 0.1904100 0.2543300 3.6569000 0.0195030 0.0195030 -0.3217000 0.2853300 -0.2913000 0.3437200 0.7732800 0.2159100 -0.3455300 -0.0302670 -0.0302670 0.0277780 -0.0289570 -0.0147780 -0.2897600 0.1869300 0.1869300 0.1829100 -0.3118400 -0.2961500 -0.2832300 -0.2873900 -0.5945800 -0.0077482 -0.0077482 0.0000000 -0.2850300 -0.2850300 -0.6021600 -0.0140460 0.5227500 0.5046300 -0.0986950 0.0550050 0.0550050 -0.2670500 -0.2670500 -0.2573300 0.2239900 -0.0158790 0.0195030 -0.6161600 -0.8689200 0.7790700 0.7640200 0.0721090 -0.0197260 -0.0197260 0.3437200 0.1628000 0.2069100 0.2069100 -0.3455300 -0.0494240 -0.0278080 0.0277780 0.0277780 0.0277780 -0.267 -0.267 0.254 0.254 0.000 0.000 -0.322 0.779 0.000 -0.298 0.000 0.502 0.502 0.773 0.216 -0.287 0.000 -0.290 -0.290 0.000 0.000 0.000 0.235 0.461 0.461 -0.287 -0.287 -0.587 0.000 -0.285 -0.285 0.000 0.000 0.523 0.523 0.000 0.481 0.000 0.000 0.000 0.000 -0.267 -0.267 0.254 0.254 0.000 0.000 -0.322 0.779 0.000 -0.298 0.000 0.502 0.502 0.773 0.216 -0.287 0.000 -0.290 -0.290 0.000 0.000 0.000 0.235 0.461 0.461 -0.287 -0.287 -0.587 0.000 -0.285 -0.285 0.000 0.000 0.523 0.523 0.000 0.481 0.000 0.000 0.000 0.000 11.885640 -1.849440 10.029406 8.425362 12.734424 12.277586 11.106232 11.761656 8.714551 9.319073 11.139263 11.932273 8.262840 10.766950 11.155850 10.132325 3.845560 11.945689 10.484395 11.258435 10.751940 10.215480 10.652984 12.384962 13.322711 9.422447 NA 1.957766 9.963380 10.086671 10.9476572 13.0694039 10.4541818 -0.8497003 11.6276533 11.1814129 14.1425642 10.1553237 6.8263578 9.3096416 8.8629280 9.8425806 10.0534280 7.9561450 10.4157172 9.4644177 8.6905292 11.0017596 9.2969696 6.9958915 13.9455275 1.4723318 10.8135143 11.1612787 5.1390847 5.3983298 2.0572770 10.4349359 -0.8497003 8.1852000 11.1033242 11.2584353 11.7644206 11.3600067 10.2982419 11.7049899 5.0083838 4.4171842 8.0676091 11.5261192 4.4358019 3.7651104 10.4177729 11.5699662 9.3026858 11.6339649 10.4282695 10.1992284 9.5324845 10.9704204 7.7978593 10.1934283 10.6230918 -0.2646511 NA 5.8228270 9.0419416 9.6871338 10.1927444 6.4946972 10.0863026 5.1616297 TCGA-CV-6951 57 1 915 NA head and neck stage iva t4a n2c NA male 1996 NA NA head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 2 4 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.745205e-06 1.248402e-06 8.5368933 NA 11.0511758 3.8628084 3.7753456 10.8029028 8.7753423 6.4335537 8.7809669 14.8313025 6.7753416 7.6882314 7.7725218 NA 8.3008632 9.2601652 4.5826945 3.9046286 10.8387374 8.4281872 1.5827005 NA 9.7001548 10.4705705 11.4302020 -0.2246544 10.6082323 10.4160391 10.7145541 10.4092457 NA NA 2.6822362 8.4397183 NA NA 12.6847666 4.0232731 9.5558821 11.3260891 6.4618428 8.1460294 12.1215790 4.2671987 -1.2246544 12.5020926 12.5715847 8.6942053 -0.2246544 12.0029582 7.4787615 12.2789196 5.6579858 4.7977082 1.3603081 NA -1.2246544 1.0972737 1.0972737 14.3591590 13.9586004 10.3775771 12.3435359 NA 0.7753456 10.5356464 -1.2246544 0.3603081 4.6579829 12.1157488 NA 18.4184602 9.0456376 -1.2246544 1.7753456 0.7753456 11.5792716 9.5015604 1.7753456 11.1444052 9.9433875 15.1249518 9.3891318 7.6176923 2.4757853 10.8060094 9.9645491 2.6822362 13.6181267 8.3299313 11.9223882 11.6684541 NA 8.7696957 10.7576229 7.4371204 -1.2246544 NA 2.5827005 6.4477676 9.4245984 9.2671954 -1.2246544 3.3603081 0.7753456 5.1151914 NA 10.2993942 0.7753456 13.2125742 9.5506973 10.0762667 1.7753456 13.0234181 1.3603081 8.2409087 11.0297804 6.6518597 8.8786300 10.8874820 7.4861488 10.2536063 9.6090230 1.7753456 11.9134540 5.0232687 9.3076981 11.1706086 7.9969293 11.0947322 9.1995084 NA 11.6964394 0.7753456 0.43344000 0.85680000 0.81806000 -0.01807800 -0.01249400 -0.01249400 0.86783000 0.45717000 -0.01161100 0.44511000 0.86831000 -0.01546700 -0.01546700 -0.01546700 -0.01312700 0.01684500 0.83471000 0.27884000 0.07081700 -0.01341500 -0.01341500 -0.00871460 0.41329000 0.33918000 0.38419000 -0.04983000 0.03059100 0.43294000 0.51874000 -0.00129270 0.00458000 0.39884000 0.43344000 0.43344000 -0.02657700 -0.47279000 -0.47279000 -0.47279000 -0.47279000 -0.46472000 0.00000000 0.00000000 -0.00097063 -0.02041200 -0.45158000 -0.49365000 -0.00940460 0.45717000 0.45700000 -0.01161100 -0.01546700 -0.01546700 -0.01174900 -0.00954260 -0.01009400 0.01684500 0.02118300 0.43210000 -0.47991000 -0.45469000 0.02876300 0.95312000 -0.01015200 -0.00470790 -0.00470790 0.41329000 0.41329000 0.38419000 0.38419000 -0.04983000 -0.04983000 -0.44954000 -0.44405000 -0.44405000 0.50359000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.413 0.413 0.384 0.384 0.000 0.000 0.000 0.394 0.000 0.402 0.000 0.000 0.000 0.000 -0.473 0.343 -0.465 0.000 -0.448 -0.448 0.000 0.000 0.857 0.457 0.000 0.445 0.000 0.000 0.110 0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.413 0.413 0.384 0.384 0.000 0.000 0.000 0.394 0.000 0.402 0.000 0.000 0.000 0.000 -0.473 0.343 -0.465 0.000 -0.448 -0.448 0.000 0.000 0.857 0.457 0.000 0.445 0.000 0.000 0.110 0.504 10.4666495 NA 10.3578089 5.2671949 11.9342675 12.0232505 10.5406284 12.4930187 8.2691978 9.0607446 13.8108717 12.0703937 7.5302300 10.9789962 12.0204492 10.8454632 5.8963566 13.6181267 9.7156559 11.9223882 10.6637050 10.5377243 12.3124393 13.3166561 12.9670184 12.2363100 -1.2246544 0.3603081 9.3308900 9.9396206 9.7788602 12.4325491 11.6272865 -1.2246544 11.7138192 10.9645491 14.8227412 10.1719470 5.7178573 9.6395285 9.2861065 12.5881212 8.3310244 8.2182857 10.3626510 9.3537150 10.8387374 10.8142613 8.4740470 6.3900520 12.5020926 1.0972737 10.2915347 10.3775771 6.5955216 4.1676630 7.4930188 9.7023795 -0.2246544 8.6777175 9.6372047 11.9223882 11.6684541 10.7774541 10.7576229 11.2206158 -0.2246544 2.6822362 8.0791231 10.3313692 7.4548224 8.6395285 10.2993942 11.1622825 10.0762667 12.4027576 10.2368217 10.3603048 7.7119801 10.8874820 8.0859552 10.1958289 9.9657843 -0.2246544 NA 8.6161202 8.3966065 10.1006478 9.8561598 7.4371204 10.2177675 5.0607435 TCGA-CV-6952 65 1 185 NA head and neck stage iva t3 n2b NA female 1996 NA yes head and neck squamous cell carcinoma 30 1966 2 white not hispanic or latino 4 6 3 3 3 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 4 0 0 4.785539e-06 1.699213e-06 9.5026379 NA 10.1346052 NA 2.2298955 10.1536347 8.5136218 5.5648872 8.5518301 16.7144390 6.9453958 8.4143267 7.2421461 NA 9.5842517 10.2309264 4.6033593 4.1280211 2.8579412 9.5119374 -1.2293824 NA 4.8365604 10.4894314 10.9240226 5.0742528 10.4309122 10.2350163 10.7085798 10.8080175 -1.2293824 NA 1.5778276 9.2092104 NA NA 13.8638881 7.0231356 9.3450641 11.3006330 8.4089063 5.2134134 12.9062600 2.0924104 NA 13.3495507 13.2766541 9.3897735 1.0924104 12.2752895 11.8043443 11.7851885 6.6222202 6.1883238 1.3554110 -1.2293824 0.3554674 1.7704908 1.3554110 16.3836194 16.9588751 10.8512881 12.8577676 -0.2295515 3.8148683 11.8874642 NA 0.7704485 9.5624474 10.7658844 2.2007554 19.4564768 10.9097021 NA 0.7704485 0.3554674 11.5960256 8.9048968 5.8257526 11.0792049 10.5946337 15.6032740 9.5034859 1.5778276 2.2298955 11.2383308 10.0160232 4.9992875 12.2209086 8.7026852 9.3173649 12.0812253 NA 8.1236176 11.0567395 4.2623204 NA 2.9403923 5.1798613 6.6096737 9.1552544 9.2999010 1.7704908 -1.2293824 NA 5.7816981 NA 10.9463319 NA 12.7935318 10.1844105 10.8579333 5.8038935 12.9171983 3.5253548 7.3961792 11.6231951 7.6439146 9.3212174 10.0776713 12.2255408 9.6049416 11.3132606 1.5778276 10.5874542 4.8365604 9.0957760 11.9799239 8.4639575 12.3672426 8.6818624 -0.2295515 11.7846654 -0.2295515 0.01419000 -0.00263220 0.47572000 -0.00100440 -0.00022751 -0.00022751 -0.00069303 -0.00069303 -0.49267000 0.44765000 0.44765000 0.42620000 0.43311000 0.43425000 0.44003000 0.00069327 0.00069327 0.00110930 0.00013863 -0.04942400 -0.04942400 0.00444110 -0.00843850 0.00541390 0.00541390 -0.38593000 0.00694350 -0.00097941 0.00332990 -0.00373950 -0.00166290 0.00013863 0.00958830 -0.00263220 -0.00263220 -0.48607000 -0.48208000 -0.48208000 0.00541390 -0.00526100 -0.00526100 -0.00526100 -0.00526100 -0.00100440 -0.00100440 0.00194180 0.00638710 -0.00954260 -0.00954260 -0.49267000 0.05979400 0.43425000 -0.48775000 -0.00027724 -0.00027724 0.00069327 0.00541390 0.00013863 -0.04942400 -0.04942400 0.00055459 0.00055459 0.00444110 0.00000000 0.00000000 -0.00843850 0.35659000 0.00221930 0.00221930 -0.38593000 -0.00981850 -0.00027724 0.00750000 0.00750000 0.00332990 -0.487 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 -0.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.448 0.434 0.434 0.000 0.000 -0.487 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 -0.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.448 0.434 0.434 0.000 0.000 11.292807 NA 9.439542 7.855279 11.879975 11.501571 11.129946 11.854116 7.297948 10.556332 10.917675 11.480416 9.639293 10.796236 12.429351 10.562854 4.092757 12.220909 9.276282 9.317365 11.188323 9.978095 11.136519 12.239511 13.125064 9.113656 1.355411 3.577828 9.851954 8.832517 11.4514893 11.8019994 11.6775489 0.3554674 11.2242556 11.1592951 14.5782770 9.7107841 6.4709110 8.3346201 8.4268954 11.5230603 8.5287936 8.0465947 10.7253938 8.1389772 2.8579412 10.9278174 8.3925222 7.9750414 13.3495507 -1.2293824 10.5340979 10.8512881 4.9799247 6.8203194 0.7704485 10.8368962 NA 9.4534651 10.4722101 9.3173649 12.0812253 11.3360487 11.0567395 11.3507291 1.7704908 0.7704485 8.0833533 10.8052695 6.9750420 2.6773504 10.9463319 11.3240998 10.8579333 11.8924896 10.5758113 10.1756120 9.5591889 10.0776713 6.4915693 9.8499553 9.8107602 4.8148631 0.7704485 5.2782636 8.7683276 9.9252886 10.0576057 6.8685028 9.2950122 4.1627901 TCGA-CV-6953 80 1 1641 NA head and neck stage iii t3 n0 NA female 1997 NA NA head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 6 2 3 3 3 1 2 4 2 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.259715e-06 8.322677e-07 7.8827335 NA 10.4358121 NA -0.6330764 9.9244975 6.8668795 5.4544984 8.4885672 14.0594859 8.0216702 8.2618519 7.5862025 NA 8.6570526 9.0216699 4.6889636 3.1743904 8.5344519 7.3154014 NA NA 5.8748289 0.3670355 11.1723747 2.1743745 10.7382660 10.2572981 11.1393484 10.1630735 NA 0.9519607 0.9519607 8.3635075 NA NA 12.9727449 6.6889622 9.5679325 11.4321134 10.5338247 4.9817431 13.8400420 NA NA 13.7493202 12.4619363 8.8058258 NA 13.4214686 9.8950484 12.2360493 5.7245848 7.2799235 NA NA NA 2.1743745 0.9519607 12.6767944 13.2269918 10.9854194 12.7741688 NA 2.8264570 11.1401731 NA 1.3670355 9.2618516 11.0661725 NA 19.2881696 10.7737704 NA NA NA 11.9230609 7.7806618 7.3270361 11.0718280 10.7673797 16.1487154 9.2903613 5.8099777 2.3670355 11.2211231 9.7806618 5.3212318 12.2331421 9.4317767 10.6929015 12.5088217 NA 8.2829133 11.0198788 2.6889636 NA -0.6330764 4.7593529 6.8668795 8.7572030 8.6125866 2.8264570 0.3670355 -0.6330764 4.3670355 -0.6330764 11.3353407 -0.6330764 14.1627692 10.6787481 11.1711649 2.1743745 13.8130186 3.6889636 7.6662418 11.3635074 7.4597906 9.5319409 9.1302462 13.2448931 7.3036721 10.7024242 NA 8.4571465 4.4114262 7.6431585 11.6748039 8.8120486 12.9067695 8.4937382 NA 12.7434306 0.3670355 0.0088920 0.0139110 -0.0034627 -0.0088526 -0.0494240 -0.0494240 1.3311000 0.0289030 0.2225300 0.2225300 0.2225300 -0.0937990 -0.0937990 -0.0937990 -0.0937990 0.0020805 0.0020805 -0.0310860 -0.0310860 0.0040243 0.0040243 -0.0042929 -0.0596730 1.0132000 -0.3767300 0.0041632 -0.0139530 -0.0139530 -0.0069195 0.0635090 0.0635090 0.0695250 0.0088920 -0.4586400 0.0084743 -0.0034627 -0.0034627 -0.0034627 -0.0034627 0.0146340 0.0150280 0.0150280 0.0144700 -0.0088526 -0.0088526 -0.0088526 -0.0549600 0.0289030 0.0289030 0.1674500 -0.0937990 -0.0937990 -0.0673530 0.0000000 0.0000000 0.0020805 0.0020805 -0.0310860 0.0040243 0.0040243 0.0069435 0.0069435 -0.0042929 -0.0019399 -0.0019399 -0.0596730 -0.0596730 -0.3813400 0.1884400 0.0041632 0.0041632 0.0019418 -0.0069195 -0.0069195 -0.0069195 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 0.000 -0.346 -0.346 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.333 0.542 0.000 0.223 0.223 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 0.000 -0.346 -0.346 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.333 0.542 0.000 0.223 0.223 0.000 0.000 0.000 0.000 10.2195634 NA 9.0630973 5.9963910 10.8037454 13.3514470 12.0312589 12.7038193 8.4703217 10.3175898 10.5488073 11.5228008 7.3036721 11.0782706 12.2404780 10.9936555 5.4283769 12.2331421 8.7311686 10.6929015 10.0821379 9.9881700 12.0234588 13.7905667 12.5057856 8.8964644 -0.6330764 1.9519980 9.2844059 9.9697327 10.9076463 11.6622288 10.0279212 0.3670355 11.8932886 10.6185163 14.7893934 9.5531481 6.5369590 8.7764248 8.6570526 12.8068647 7.8322331 8.2093842 10.1784085 8.8827338 8.5344519 11.0970794 9.0812794 10.5338247 13.7493202 2.6889636 10.6702438 10.9854194 6.4004577 9.2694089 -0.6330764 10.6553232 -0.6330764 9.4331230 7.6478045 10.6929015 12.5088217 11.5810494 11.0198788 11.4284051 0.3670355 NA 7.8748283 8.9081305 9.4898618 2.6889636 11.3353407 11.7385383 11.1711649 13.1917938 10.4670391 9.8807614 8.3921736 9.1302462 6.4223171 10.5525288 9.5444535 3.0674666 NA 0.9519607 7.8586866 10.4229941 10.0350325 6.9292762 9.7377212 3.8264671 TCGA-CV-6954 59 1 2002 NA head and neck stage iva t4a nx NA male 1998 NA yes head and neck squamous cell carcinoma NA 1957 0 black or african american NA 1 2 1 2 3 2 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4.681506e-06 1.456468e-06 8.73989670 NA 10.49855067 2.34644636 4.39373881 10.66324436 8.02262692 5.60946836 9.35467673 16.30034028 7.20772890 8.61820928 8.75808694 NA 10.06068040 9.34493122 4.74332646 5.03945866 10.25732738 8.86371053 0.02446153 2.83185698 10.30256901 5.35840681 11.12735734 0.43956995 11.63430112 10.58833855 10.91856662 10.66414894 0.43956995 0.43956995 4.24690208 8.44898104 4.54806666 0.02446153 14.38866423 7.11902410 10.13607716 11.46831368 9.00654965 7.13303121 11.45059675 4.13998512 NA 9.67615649 11.06616590 8.28346530 -1.56064282 11.70823247 10.97235068 11.78411758 8.21762139 6.91527828 1.43956995 1.43956995 NA 3.29752894 2.43954335 16.13488098 16.97788509 10.40677049 11.93164783 NA 2.76147677 12.06433974 -1.56064282 2.02449699 7.68984286 10.92612792 1.43956995 18.04916521 10.90994895 6.47296697 1.24689448 0.76145549 11.79819547 7.30682272 6.06159693 9.92509181 10.70603801 15.25647790 9.43177463 6.03200163 4.13998512 11.76555236 9.16831510 3.48394473 12.54142803 7.83400704 10.83775351 11.55767425 NA 8.12954216 10.38022489 5.97870360 0.02446153 -0.56043005 1.43956995 7.08340061 8.69102670 9.15464827 0.76145549 2.76147677 2.52699525 6.23396090 -4.61882740 11.25412672 5.83186204 13.36189637 8.90761837 11.21618292 2.13999330 13.15529181 4.70633162 8.47434315 11.56914927 11.48734983 9.15464827 9.58131942 8.01697316 12.35346213 11.78356269 0.02446153 8.31298820 5.82324749 8.28816705 11.50932966 7.58674898 11.96530974 8.44797296 NA 11.24770403 0.76145549 0.02085600 0.02085600 0.39773000 0.54818000 1.11870000 1.80890000 0.38182000 -0.36741000 2.56480000 0.08141700 0.08763000 -0.02717000 -0.01413700 -0.02457000 -0.02457000 -0.01220900 -0.06628600 -0.01720500 0.00639170 -0.35753000 0.00217260 -0.40136000 -0.05632700 -0.01358600 3.65690000 -0.07852600 0.92162000 1.46480000 0.01679800 -0.07338800 0.00064664 0.01400400 0.02085600 0.02085600 0.00000000 -0.35867000 -0.35867000 -0.35867000 -0.35867000 0.71051000 -0.33986000 -0.33986000 -1.18020000 -0.24914000 -0.24914000 -0.28829000 1.06110000 -0.36741000 -0.36741000 -0.36989000 -0.01413700 -0.02457000 -0.39823000 -0.37992000 -0.00334770 -0.01220900 -0.02703400 0.00639170 -0.35753000 -0.35753000 0.23871000 0.23871000 -0.37351000 0.29146000 0.26399000 -0.05555600 -0.05116900 -0.37240000 -0.39417000 -0.07852600 -0.05823800 -0.17035000 0.02492200 0.02492200 -1.23570000 -0.377 0.000 0.000 0.000 0.000 0.000 -0.358 0.239 -0.374 0.264 0.264 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 1.465 1.465 -0.170 0.000 0.000 0.000 -0.359 0.398 0.707 -0.330 0.611 0.362 0.711 -0.350 0.382 -0.367 -0.370 0.000 0.000 0.000 0.000 0.000 -0.377 0.000 0.000 0.000 0.000 0.000 -0.358 0.239 -0.374 0.264 0.264 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 1.465 1.465 -0.170 0.000 0.000 0.000 -0.359 0.398 0.707 -0.330 0.611 0.362 0.711 -0.350 0.382 -0.367 -0.370 0.000 0.000 0.000 0.000 0.000 10.2388259 NA 10.1572935 5.4948252 11.5206948 12.4708121 9.6113465 11.7491627 10.2412527 9.5042871 10.2464966 10.5746122 8.2676809 10.6450320 12.5175282 9.9198296 4.1102714 12.5414280 9.6963427 10.8377535 10.5392209 12.0732207 10.6889541 12.0888588 12.9425004 9.8345428 NA -0.5604301 9.1927611 11.8132251 11.0029789 10.9468434 12.8197347 1.0245325 11.6264323 10.8772963 15.1844163 10.0896985 6.4338975 9.2485085 9.0725394 11.6712155 8.4978203 8.8069591 10.2656954 9.1919248 10.2573274 11.0055983 7.6416681 5.0834006 9.6761565 1.4395699 10.8476086 10.4067705 6.1330312 5.2975253 2.6094713 9.7943445 0.4395699 9.1451766 7.7546938 10.8377535 11.5576743 11.6089995 10.3802249 11.3072091 4.0834006 6.2339609 7.5867490 8.9203344 5.0394587 4.2469021 11.2541267 11.6786952 11.2161829 12.5085744 10.5190291 11.0852027 8.6827183 9.5813194 7.5558882 10.1365118 10.2601221 1.8989822 NA 1.2468945 9.2750341 10.3628718 10.2986907 6.3761827 9.8902401 4.3702829 TCGA-CV-6955 74 1 334 NA head and neck stage ii t2 nx NA female 2000 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 6 2 1 3 3 2 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 3.641171e-06 1.317757e-06 8.6592085 NA 10.0340057 NA -0.8285369 9.6751942 9.6732055 7.5765100 8.7879172 16.2812297 7.6018213 6.6389745 8.1713685 -0.8285369 9.3710408 9.2759671 5.0293513 7.2481838 3.3412884 8.5000431 NA NA 2.1713670 3.1713670 11.1400352 NA 10.4573486 10.4293454 11.4231467 11.2980729 NA 0.1713349 0.7563402 9.3568261 NA NA 13.2628865 4.5289213 9.0991463 11.3571730 8.0961807 2.7563402 13.3523653 0.1713349 NA 11.8424671 12.9885520 9.7851579 1.1713990 12.9841474 9.6177694 12.4387403 6.0417336 6.9527284 NA 1.1713990 NA 0.1713349 0.7563402 15.8592908 16.3932466 11.3099602 12.9855503 2.4932887 2.4932887 11.1982376 NA NA 9.7288321 12.2266509 2.8718042 19.7822951 11.6761874 NA NA NA 11.6887917 6.2481838 5.4001861 11.3394419 10.2218974 15.4516136 9.4416638 7.5067590 0.1713349 10.9354106 10.1755888 6.2157621 12.6161025 7.8295800 9.8143226 12.6059966 NA 8.1713685 11.3359611 5.5112182 NA NA -0.8285369 7.0355546 8.3083595 9.8260045 NA 0.7563402 NA 6.9128355 NA 10.9073475 NA 13.3803648 9.4593925 11.0405767 0.1713349 13.7850428 1.7563402 8.1168123 10.7003109 8.9738847 9.5474938 9.6629610 10.2313887 6.1713690 10.3096402 1.9787082 10.6875609 4.6949303 8.4774300 12.1628903 8.4797075 11.3144327 8.1486484 -0.8285369 12.7026280 1.1713990 0.0047190 -0.0073339 0.0000000 0.0188030 0.0018030 0.0018030 -0.0030535 0.0024969 -0.0808070 -0.0808070 0.0100060 0.0045800 0.0045800 -0.4263700 0.0782940 -0.0634350 -0.0634350 -0.0055375 -0.0055375 0.0016642 0.0016642 0.6860800 -0.0184900 -0.0602110 -0.0602110 -0.0069195 0.0043021 0.0043021 -0.0084385 0.0171240 0.0171240 0.0171240 0.0047190 -0.0073339 -0.0073339 -0.0790750 -0.0790750 -0.0790750 0.0000000 -0.0806650 -0.0164290 -0.0164290 -0.0164290 0.0188030 0.0188030 0.0188030 0.0018030 0.0024969 0.0024969 -0.0808070 -0.8803100 0.0782940 -0.0030475 -0.0030475 -0.0030475 -0.0634350 -0.0634350 -0.0120500 0.0016642 0.0016642 0.0054139 0.0054139 -0.0026092 -0.0024938 -0.0024938 -0.0184900 -0.0184900 -0.0602110 -0.0602110 -0.0069195 -0.0069195 -0.0395290 -0.0105420 -0.0105420 -0.0084385 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.655184 NA 9.555094 7.826004 9.374717 11.273324 13.078353 13.178921 6.279893 10.942445 14.713293 9.504524 9.534408 10.642027 12.939553 10.864855 4.709285 12.616103 8.105059 9.814323 10.617418 9.850848 10.657701 12.529520 12.334704 10.595010 NA 1.978708 8.922913 9.619485 11.0448125 11.6371899 12.7248777 NA 11.6106799 10.3587205 14.7322678 9.0887405 7.1021059 8.1543619 9.1241097 11.6821326 8.4887130 7.5679736 10.3796028 8.4404951 3.3412884 11.4679979 8.6080800 6.5976325 11.8424671 1.4932887 10.0879943 11.3099602 5.1486494 6.5022860 3.6308015 10.0105722 NA 9.4013888 7.5593855 9.8143226 12.6059966 10.5184361 11.3359611 11.1013665 4.4192962 NA 7.5245151 8.4192958 9.3624276 2.8718042 10.9073475 10.9995049 11.0405767 12.3922002 10.3255536 10.4007881 8.1543619 9.6629610 4.7563295 10.4463289 9.6246390 1.9787082 -0.8285369 9.5976332 9.6002833 10.3947669 10.2515197 8.1486484 10.1357093 3.8718042 TCGA-CV-6956 67 1 217 NA head and neck stage iii t3 n1 NA male 1993 NA no head and neck squamous cell carcinoma NA NA 1 white hispanic or latino 1 2 3 3 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 5.166995e-06 2.254058e-06 7.9327085 -1.1414619 10.4097948 0.4435006 3.8585679 10.4430600 5.8127626 4.7412081 8.9801007 15.7052819 6.8919902 8.0777360 8.0631383 0.4435006 9.2028631 8.7878255 5.1583249 1.6659385 7.1393375 9.2017529 0.4435006 NA 8.3159479 3.3821277 11.3149216 3.9460290 10.9843035 10.4303199 10.6391070 9.4121966 NA 1.1804662 2.0284984 7.9315306 NA NA 14.2424402 3.5024197 9.7684603 11.2530299 7.6101109 6.0680215 11.7645183 3.1804980 NA 11.9847877 11.7716436 8.7056244 NA 12.6267515 10.4110250 11.9058616 7.6497304 1.6659385 3.3821277 5.3076325 NA 3.3179986 2.1804980 14.5102359 14.0813406 10.1878030 12.9374685 NA 3.5024197 12.2839143 NA 2.1804980 8.5898863 10.9266737 NA 18.5413801 6.5932776 NA 0.4435006 1.1804662 12.2535657 9.0921868 4.4435271 11.1990933 10.8606790 15.4627729 9.9084157 5.9029611 2.1804980 11.2387577 10.2161192 0.8585381 11.8707221 6.2848324 11.2642406 11.5084970 NA 8.3200469 9.1703154 5.3663607 NA NA 1.1804662 6.7473109 8.8486711 8.4640466 -0.1414619 2.8585580 1.8585778 2.5590023 -0.1414619 10.4760347 7.7564129 12.9066283 8.5494905 11.0409616 2.6659157 12.9015945 1.8585778 8.5345243 11.6576464 10.3904360 8.8878545 10.2978060 7.7040572 10.8729365 8.2764199 0.4435006 7.2848315 5.0873865 8.5693737 11.6709451 8.6755510 12.1371619 7.2205109 1.8585778 9.0655815 1.1804662 0.03384000 0.07384200 0.11448000 1.07440000 0.04919600 0.04919600 0.02807300 0.03708500 -0.33940000 -0.33296000 0.10221000 0.36129000 0.36129000 0.00000000 -0.01339400 -0.00497640 1.72000000 0.03581400 0.06208800 0.98660000 0.79783000 1.01320000 -0.01394500 -0.01468900 -0.01468900 -0.37249000 0.68218000 0.68218000 -0.14035000 0.01559500 0.06080200 0.36700000 0.03384000 0.01923100 0.06251700 -0.72482000 -1.29290000 -0.72658000 -0.72658000 -0.33640000 -0.29366000 -0.29366000 -0.29200000 -0.70312000 -0.70312000 -0.71901000 0.01168700 0.03708500 -0.04155000 -0.80806000 -1.29290000 0.00000000 -0.00691140 -0.00691140 -0.00691140 -0.33873000 0.01419800 -0.01230300 0.11880000 0.11306000 0.02539900 -0.00677330 0.00070136 -0.03598500 -0.01256800 -0.01394500 -0.01394500 -0.11243000 -0.79126000 -0.74045000 -0.37301000 -0.79004000 -0.07560400 -0.07560400 -0.61939000 0.000 0.000 0.000 0.000 0.000 0.000 0.133 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.373 -0.373 0.000 0.000 0.682 0.682 -0.730 0.000 0.000 0.000 -0.719 0.000 -0.306 -0.306 1.123 0.442 0.000 0.000 0.000 0.000 -0.333 -0.333 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.133 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.373 -0.373 0.000 0.000 0.682 0.682 -0.730 0.000 0.000 0.000 -0.719 0.000 -0.306 -0.306 1.123 0.442 0.000 0.000 0.000 0.000 -0.333 -0.333 0.000 0.000 0.000 0.000 10.485645 NA 9.796625 4.350419 12.439297 11.897649 10.750351 11.904156 7.943376 9.352423 11.860151 12.361896 7.921962 10.494285 11.706995 10.376729 4.988676 11.870722 10.093983 11.264241 10.559874 10.842273 11.249811 12.775504 13.306942 8.596659 NA 2.180498 9.716548 9.810580 11.8091231 12.4278295 10.7722046 -1.1414619 11.2748370 11.0722790 15.1169117 9.2117141 6.3261724 9.5406839 8.0680205 10.8940536 9.7027159 8.6898743 10.0741002 9.6683353 7.1393375 10.9015945 8.3918970 5.2336082 11.9847877 NA 10.1041199 10.1878030 6.3584138 2.1804980 NA 9.9111352 -0.1414619 9.5292234 7.7533852 11.2642406 11.5084970 11.5265657 9.1703154 11.2700782 1.6659385 1.6659385 7.2890201 11.2913700 3.3821277 3.7654605 10.4760347 12.1582045 11.0409616 12.7639542 10.5641996 10.9768594 8.3363253 10.2978060 6.9670914 9.4015991 10.1445474 NA -0.1414619 1.8585778 6.9067271 9.9447034 9.3169739 5.0083166 10.2287096 3.9460290 TCGA-CV-6959 48 1 256 NA head and neck stage iii t3 n0 NA male 1999 NA NA head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 2 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 6 0 0 1.664535e-06 6.935564e-07 9.33351497 -0.62282071 10.44490918 2.28404026 4.56696124 12.38048095 2.54705492 6.89677559 8.80340336 16.45227836 7.70581345 7.93938116 7.96397863 4.62506588 9.42289839 8.61912171 4.73469336 2.62506003 8.56572740 8.97612158 -1.62282071 NA 8.31965316 8.03891680 11.66989173 3.46460293 11.00535640 10.61614051 10.44960635 10.68091953 -1.62282071 -0.62282071 2.62506003 9.15919498 NA NA 15.92436466 6.79920390 9.50384323 11.79288052 8.66138442 6.97705205 12.03255764 4.21003033 NA 13.48843746 12.31690159 8.96959575 1.18447074 11.14428866 8.52743165 12.67970627 7.37713850 5.90070019 2.37715152 NA 1.83657052 3.28402545 1.18447074 16.31537410 16.78400856 11.05551882 12.70917529 -1.62282071 4.97705091 11.67849204 NA 2.07758483 8.72807799 10.94936524 1.69906295 19.23755059 12.57765426 NA 0.37717929 1.18447074 12.08158280 10.51477036 5.63452648 11.90764751 10.01149606 16.39687062 9.81385028 2.69906295 3.42153302 10.91629757 9.96069168 6.57681083 12.08799789 8.36440259 10.81541084 11.66037181 -1.62282071 8.67863500 11.19132064 5.57681234 NA 1.69906295 3.76945440 6.62506588 9.45862213 10.16748727 2.90070261 4.33133260 -0.62282071 5.65326356 -1.62282071 10.79129543 -1.62282071 12.27479515 8.02935625 11.34760421 7.29002807 13.15752472 3.18448661 8.20050582 11.16340835 10.30639714 9.59872585 10.54211476 9.64216761 10.91702457 12.35692118 -1.62282071 8.20844605 6.09138461 8.47253570 11.53921533 7.70356794 12.65856171 8.94604479 -0.03785821 8.97332857 1.83657052 0.0068044 0.0068044 0.2951700 0.8816600 0.3137000 0.3137000 3.6569000 0.0055529 -0.3214700 0.2872300 0.2872300 -0.0141270 -0.0141270 0.0000000 0.0000000 0.3055300 0.2961200 0.3096900 0.2820200 -0.0139530 -0.0139530 0.1232900 -0.0062286 -0.0020784 -0.0020784 -0.0277710 0.6119000 3.4900000 0.3459200 0.0000000 0.0000000 0.0000000 0.0068044 0.0068044 0.0068044 -0.3138900 -0.3138900 -0.3189100 -0.3266500 -0.0058987 -0.0058987 -0.0058987 -0.6606800 -0.3101400 -0.3101400 -0.3101400 0.3137000 0.0055529 0.0055529 -0.3214700 -0.0141270 0.0000000 -0.0115610 -0.0115610 -0.0115610 0.3055300 -0.3228600 0.2875400 -0.0139530 -0.0139530 -0.0074720 -0.0074720 0.1187800 -0.0036011 -0.0036011 -0.0062286 -0.0062286 0.0037465 -0.6725100 -0.0277710 -0.0218650 -0.3192600 -0.3241400 -0.3241400 0.3227000 0.000 0.000 0.296 0.296 0.296 0.296 0.000 0.000 0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.612 0.324 -0.319 0.000 0.000 0.000 -0.314 -0.019 0.000 0.000 0.572 -0.310 0.300 0.300 0.000 0.000 -0.034 0.287 0.000 0.000 -0.001 0.323 0.000 0.000 0.296 0.296 0.296 0.296 0.000 0.000 0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.612 0.324 -0.319 0.000 0.000 0.000 -0.314 -0.019 0.000 0.000 0.572 -0.310 0.300 0.300 0.000 0.000 -0.034 0.287 0.000 0.000 -0.001 0.323 11.2208635 NA 9.8536824 7.5495660 12.5941119 15.8075377 11.3169016 11.0574983 8.7662324 9.3298800 11.1154421 12.2728087 8.6990668 11.1517200 12.3325162 10.4067710 3.9025849 12.0879979 10.3771387 10.8154108 10.4761578 11.1451162 11.0508895 13.0063809 12.8382984 7.6602270 0.6991074 2.6250600 9.6041529 9.8634710 11.1228131 11.9231891 9.4445731 0.3771793 11.6938445 10.6226915 14.6690636 8.7225439 7.0245967 9.2060686 9.0209949 11.7044107 9.8575352 8.1552159 10.7702610 8.9918486 8.5657274 11.2058703 8.4619472 8.9441442 13.4884375 1.1844707 10.1683017 11.0555188 6.3078766 7.2382261 1.9621048 10.1046339 NA 9.1804627 10.5850682 10.8154108 11.6603718 11.8068070 11.1913206 12.1639189 3.6990630 3.3313326 8.5743555 12.5541689 7.7147607 4.2351220 10.7912954 12.2904022 11.3476042 12.0979174 10.3425623 9.7324899 10.1597274 10.5421148 7.5370102 10.7745460 10.6883194 4.3313326 3.9663013 6.1386896 8.9336927 9.8749906 9.6155436 6.5012608 10.5505035 5.0495654 TCGA-CV-6960 49 1 862 NA head and neck stage iii t3 n0 NA male 1999 NA NA head and neck squamous cell carcinoma NA 1969 0 black or african american NA 1 2 1 3 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 5 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 4 0 0 4 0 1 0 0 0 7 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 4.854895e-06 1.664535e-06 8.33127392 NA 10.29966938 0.48109224 4.20900879 10.92065841 5.70990541 5.00464970 8.75255025 13.43378299 7.17457420 7.72901499 7.27224999 NA 9.51106454 8.59482955 4.36373178 4.92402860 11.33673438 8.93949400 0.80297899 5.06605043 8.65601291 10.12088014 11.26142198 -1.51911450 10.80835915 10.16320397 10.39210465 10.14152884 6.33906789 0.80297899 1.80302033 9.05722199 2.28844716 -0.51890776 13.82368281 7.43237236 9.91908886 11.15351258 6.84303161 9.49719898 12.71463203 2.06605474 NA 14.35450732 11.14886409 8.80301549 -1.51911450 11.30425542 6.27029533 12.05898807 8.75138271 6.46408009 -0.51890776 -0.51890776 NA 2.28844716 0.06598583 14.10233699 13.89034988 10.68810157 12.80435316 NA -0.51890776 11.18779910 0.06598583 2.48109224 8.99382775 11.44452524 NA 16.68857826 12.36602088 NA 0.48109224 1.65099427 12.05591727 5.63083353 6.82093714 10.09632604 10.10084864 15.77286050 9.63273807 7.09579681 6.89471471 10.59026498 10.22213280 4.31397862 12.62954555 8.76301712 10.82843182 11.60859799 NA 8.00268790 10.23388602 8.94051886 0.80297899 NA -0.51890776 6.49789494 8.80301549 8.00660828 NA -0.51890776 2.65101724 6.68565848 NA 9.25669745 6.75721131 12.50994299 8.78153119 10.16232561 2.38796905 12.29877045 7.41772511 7.97694211 11.50137276 9.96439921 8.88196678 9.53135768 9.31713762 10.38985512 10.26121686 3.28844716 10.54313335 3.94051446 7.24595860 11.40162620 8.49371177 12.63234168 8.03183406 NA 10.20389475 NA 2.27790000 -0.00498440 0.02581200 -0.00719580 -0.64846000 0.02244400 3.65690000 2.81190000 -0.66024000 0.56667000 0.00166420 -0.63793000 -0.63793000 -0.63793000 0.00000000 0.00124810 0.60359000 0.01950300 -0.62674000 -0.63443000 0.00346870 0.00194180 -0.01601700 0.00763920 -0.63491000 -0.04224600 -0.00401620 0.57219000 -0.12940000 0.00703210 0.00703210 -0.00527100 0.00610900 0.00610900 -0.00498440 -0.65585000 -0.63500000 -0.64095000 -0.64095000 0.01656500 0.01656500 0.01656500 0.01656500 -0.63323000 -0.63225000 -0.65310000 -0.64368000 -0.65230000 -0.65230000 -0.65622000 -0.63793000 0.00000000 0.00027728 0.00027728 -0.64734000 0.00124810 0.60359000 -0.00152430 -0.64875000 -0.63443000 0.00346870 0.00346870 -0.64142000 -0.02109800 -0.00456950 -0.01601700 -0.01601700 -0.64019000 -0.66355000 -0.04996500 -0.63206000 0.00819590 -0.14412000 -0.14412000 -0.17032000 0.000 0.000 0.000 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 -0.635 0.000 -0.590 0.000 0.000 0.000 0.572 0.000 0.000 0.000 0.000 -0.634 0.000 0.000 0.000 0.000 -0.625 -0.644 0.000 0.000 0.000 -0.656 0.000 -0.638 0.000 -0.144 -0.144 0.000 0.000 0.000 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 -0.635 0.000 -0.590 0.000 0.000 0.000 0.572 0.000 0.000 0.000 0.000 -0.634 0.000 0.000 0.000 0.000 -0.625 -0.644 0.000 0.000 0.000 -0.656 0.000 -0.638 0.000 -0.144 -0.144 10.8108836 2.3879691 10.2375643 3.9073522 14.5575062 16.0832569 11.0837861 11.4968507 8.0735445 8.5227463 12.2129366 12.2146322 6.5089927 10.5065245 10.3429496 9.7595367 4.8881003 12.6295456 9.3690695 10.8284318 10.6371703 10.2317942 10.9641472 11.9108157 12.6729993 10.0466654 -0.5189078 3.0660547 9.4930134 9.3068412 10.30882694 12.03831158 11.43673715 1.28841763 11.28400746 11.28562167 14.65153774 8.53229631 7.37590479 9.10405407 9.55053710 9.51451031 8.35531541 9.12674577 10.82176912 9.66037426 11.33673438 10.89206849 7.06228796 5.06605043 14.35450732 4.12494016 10.73286553 10.68810157 5.84741069 4.52548009 3.18153196 9.09118941 0.06598583 8.79170014 9.35376216 10.82843182 11.60859799 11.47136851 10.23388602 11.60359171 2.72900887 NA 7.98270558 10.64850535 5.70025660 6.70990541 9.25669745 11.71993978 10.16232561 11.91023242 10.34449920 10.94614343 9.50761072 9.53135768 8.22255439 10.29847068 9.31001718 NA NA 0.48109224 9.23615845 9.98441604 9.79567053 6.62063919 10.26080665 6.02798117 TCGA-CV-6961 61 1 76 NA head and neck stage ii t2 n0 NA male 1999 NA no head and neck squamous cell carcinoma 66 1959 NA white not hispanic or latino 1 1 1 1 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 4 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 4 0 0 6 1.709617e-05 5.999263e-06 9.1813379 NA 10.1047559 4.8140223 6.1210030 10.3651281 3.1683051 7.6918698 8.2211390 15.6412365 7.6319642 9.5472669 7.8579679 -0.2009127 9.6554996 9.1134684 4.9006108 3.0214620 11.3486983 9.6080382 3.5716647 0.2141248 10.3877887 9.8297413 11.7424436 1.2141248 10.5255761 10.6456092 10.8295113 10.4590700 -0.7858752 0.7990873 3.3433936 9.4377814 -0.7858752 7.0967542 14.0140003 5.5087329 9.3408162 11.5591009 9.1697614 8.6580911 14.1382746 7.8084359 NA 14.0546928 12.7081546 8.9006121 -0.7858752 11.2514869 6.9618016 12.9383056 8.4596644 7.3989873 5.6487387 NA 1.3840498 2.1210154 NA 16.2621927 16.5160786 10.8395921 13.4379625 2.6064185 4.0967510 10.6857868 2.5360280 2.6735338 9.5988953 11.3849755 4.1209988 17.3997130 10.7064655 5.5539625 1.3840498 4.8865355 11.9023619 11.2902591 5.1913929 11.4088946 10.1751995 15.3093025 9.5804338 2.3840498 5.5087329 11.0028299 9.9950613 5.8865380 11.6190322 9.3114854 12.0661533 12.3415417 -1.7858752 8.5584073 11.9201758 7.6529038 0.2141248 NA 4.9954710 7.1913919 10.3245948 10.6338084 0.5360529 6.2909275 NA 8.0501621 NA 9.5940314 6.9656562 12.7186823 9.8039359 11.3571758 9.0477922 12.7181236 7.2281318 8.7129606 10.4747371 8.3714587 9.4709100 10.0780423 12.3271211 11.9471269 9.9162842 2.4620261 9.2350916 6.3330534 7.5018237 12.0566583 8.1885260 11.0440324 8.2098788 0.2141248 10.7976645 0.7990873 -0.01488700 -0.16701000 1.46440000 1.06670000 0.00000000 0.00000000 0.01893900 0.01893900 0.00903120 0.00903120 0.01028500 0.02412700 0.02412700 0.02412700 0.04641700 0.02090300 0.02090300 0.02496900 0.00825310 -0.01352600 0.56988000 0.07383300 -0.00694330 -0.33191000 0.03665300 -0.53689000 0.03580600 0.03580600 -0.04455600 0.04471500 -0.01532900 -0.01532900 -0.01488700 -0.01488700 -0.17360000 -0.53215000 -0.52757000 -0.53571000 -0.55737000 -0.53916000 0.00041593 0.00041593 0.00041593 -0.00069303 -0.01009400 -0.01009400 0.00000000 -0.55256000 -0.55256000 0.03143600 0.02412700 0.02412700 -0.54098000 -0.54098000 -0.54098000 0.02946600 -0.53997000 0.00458000 0.00917050 -0.01352600 0.00875280 0.00875280 -0.51326000 0.03679400 0.03679400 -0.53154000 0.00152550 -0.39352000 -0.39352000 -0.52634000 -0.00032700 -0.38582000 -0.06074800 -0.07040200 -0.08562600 -0.541 -0.541 0.000 -0.540 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.525 0.000 -0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 -0.167 -0.167 -0.517 -0.016 -0.539 0.000 1.005 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 -0.541 0.000 -0.540 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.525 0.000 -0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 -0.167 -0.167 -0.517 -0.016 -0.539 0.000 1.005 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.1138461 3.0720886 9.7947754 6.4381132 11.3206745 11.5948324 11.2026188 11.7303040 9.4773809 9.6812077 10.9606259 12.7453102 8.6266815 10.6205824 11.1928220 11.3687715 5.1354774 11.6190322 9.3865392 12.0661533 11.1372533 10.7720539 11.6310463 12.5740937 12.5470572 7.3278535 0.5360529 3.2141093 9.1624787 10.3424282 11.6913639 12.1482631 10.4057878 2.9145454 11.7879954 11.2552574 15.0604815 9.2232403 7.3173990 8.8205169 9.6817172 12.4247068 8.8538956 8.5999738 10.1522209 8.7149533 11.3486983 11.8334145 8.2461572 8.2869139 14.0546928 2.3840498 10.4596643 10.8395921 5.6570540 6.1270018 5.6735423 9.4320693 -0.7858752 9.3594070 9.6725182 12.0661533 12.3415417 11.1622963 11.9201758 11.9694165 6.0658609 8.3278540 11.1662485 12.9604684 3.2585038 6.2141112 9.5940314 11.9934205 11.3571758 11.9224411 10.6107164 9.6518636 9.2253388 10.0780423 7.8758894 9.1142236 9.7214108 2.0214797 5.6235011 7.1683081 9.1861868 9.8144891 10.1518532 7.7629334 9.9905446 4.0720886 TCGA-CV-6962 65 1 126 NA head and neck stage iva t4a nx NA male 1999 NA yes head and neck squamous cell carcinoma NA NA NA white hispanic or latino 2 4 1 1 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 7 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.404083e-06 9.016233e-07 8.7282658 -1.2419527 10.8922652 1.7581752 2.0800777 10.3398312 7.0342840 6.1844251 8.0687724 13.1977959 8.9785380 8.3204021 8.4809675 NA 8.5163832 10.2905158 5.2971621 0.7581326 8.6114693 9.8861541 2.0800777 1.0801119 7.8692952 5.2817205 11.1893963 0.3431235 11.9015430 10.4607654 10.2704064 9.4136905 -1.2419527 1.3431235 3.2817279 9.0608445 -1.2419527 2.3431235 12.2562611 3.4020127 9.9148750 10.8339732 10.8144589 6.2419755 10.0429839 -0.2417821 -0.2417821 11.7535737 10.8255942 7.6469028 NA 10.7953635 6.6401307 12.4874619 6.5263443 7.0619403 -0.2417821 -0.2417821 NA 1.0801119 -0.2417821 12.9611973 12.6082607 10.0527805 13.4013396 -1.2419527 3.2175875 9.3079444 2.4585920 1.0801119 9.4190471 11.7936463 0.3431235 17.2799136 8.5942100 4.6161401 1.0801119 -1.2419527 11.2868581 7.0800884 1.0801119 10.8329502 10.3911550 14.3514634 10.4042685 7.1802245 4.0435632 10.9938749 9.3728696 5.5263443 12.8393653 10.4105567 11.8098786 11.3079445 1.0801119 8.4568645 11.4956184 8.9442740 NA NA 3.2817279 7.4724057 9.9148750 8.2175913 1.0801119 6.3728703 2.0800777 4.8242485 NA 9.3459374 7.5847085 12.4734784 9.1174041 9.9386906 3.0800948 12.7482638 7.8796935 8.8025538 10.3770041 6.5263443 8.9627309 10.1576995 4.9479840 10.6400386 8.6800008 3.7581646 11.9301184 4.4305864 9.6246661 11.9513771 9.4252713 9.5329469 9.3308600 -1.2419527 11.4312480 0.3431235 0.4823000 0.5234500 1.1205000 -0.4765300 -0.4880600 0.3448600 0.6326200 1.0390000 -0.5094900 0.4655300 1.5953000 0.5280100 0.5280100 0.4541100 0.3534000 0.5590400 0.0195030 0.5729500 0.0777180 -0.4673800 -0.4673800 1.2237000 0.4859500 0.5574400 1.5213000 -0.0040162 2.0292000 0.4553000 -0.0596730 -0.5024600 -0.4608900 0.3941800 0.5063700 -1.2929000 -0.4562300 -0.4722600 -0.4722600 -0.4685500 -0.4648300 -0.4716900 -0.4629100 -0.4629100 -0.4637200 -0.4765300 -0.4765300 0.0570830 -0.4880600 1.0390000 0.5750500 -0.5007100 0.5280100 0.3254300 -0.5178400 -0.5275700 -0.4716200 -0.4842800 0.0317180 0.5229300 -0.4673800 -0.4673800 0.5075900 -0.4802100 -0.2272400 -0.2135400 -0.2135400 0.4859500 -0.4935000 -0.4598200 -0.9931100 -0.0040162 -0.5225600 -0.4731100 0.0000000 0.0000000 -0.0469890 -0.528 -0.528 0.000 0.000 0.573 0.573 -0.467 -0.479 -0.227 -0.214 -0.214 0.486 0.486 0.557 0.098 0.000 0.000 -0.473 0.414 1.433 1.433 -0.473 -0.483 0.482 0.482 -0.465 0.066 -0.463 -0.463 -0.457 -0.457 -0.154 0.334 0.575 0.575 -0.027 0.466 0.528 0.353 0.000 0.000 -0.528 -0.528 0.000 0.000 0.573 0.573 -0.467 -0.479 -0.227 -0.214 -0.214 0.486 0.486 0.557 0.098 0.000 0.000 -0.473 0.414 1.433 1.433 -0.473 -0.483 0.482 0.482 -0.465 0.066 -0.463 -0.463 -0.457 -0.457 -0.154 0.334 0.575 0.575 -0.027 0.466 0.528 0.353 0.000 0.000 11.0108252 NA 10.5505272 4.9079049 9.8725528 11.1493873 9.1633012 11.2545143 8.6590265 10.3701067 12.9895310 11.4208282 7.3728694 11.2768130 12.7664134 11.3936512 4.6515225 12.8393653 10.6319884 11.8098786 10.8679905 11.2485093 11.5111697 13.4965318 13.3771761 13.4604407 -0.2417821 3.6650516 9.6091279 10.2067924 10.6138070 11.4343373 12.7646612 5.0800863 11.1413241 10.8489339 14.1857987 9.5097040 6.5783395 10.0522061 8.7253860 12.1195554 8.9702793 8.1654276 11.0484639 11.3325168 8.6114693 10.2052431 10.1912236 5.0619403 11.7535737 3.5130485 10.0693405 10.0527805 7.0664993 2.6650516 6.1927879 9.6484241 NA 9.2470042 9.9621195 11.8098786 11.3079445 10.0682044 11.4956184 11.4909632 1.0801119 4.4860772 8.7203763 9.8673376 4.6408002 6.2738590 9.3459374 12.0196671 9.9386906 12.2617371 10.8783977 10.8389774 8.5719411 10.1576995 10.2684295 9.9923786 10.4230515 -0.2417821 1.5654997 8.0319553 7.0553508 9.6184709 9.1749574 8.4741217 10.1217471 3.5655119 TCGA-CV-7089 74 1 1972 NA head and neck stage iva t4a n2c NA male 2001 NA NA head and neck squamous cell carcinoma NA NA 8 white not hispanic or latino 3 1 2 1 3 3 2 3 4 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.820217e-06 1.491146e-06 8.4187895 NA 10.1973904 -0.3073943 2.1519887 9.8160462 9.1177875 5.7149406 8.4457884 15.5922706 7.3895393 8.2794114 8.0848892 -1.3075728 9.3886696 9.8904025 4.4204891 5.9213911 7.2999022 8.1601770 -0.3073943 NA 2.6925611 6.1763866 10.8192760 5.2471604 10.3921439 10.1683049 10.9174776 10.5862522 NA NA 0.2775087 8.9944790 -1.3075728 NA 14.2407010 5.5505529 9.4747508 11.1311035 9.1993749 4.1520049 13.2592796 0.6926057 -1.3075728 12.9646180 12.3099242 9.0610779 -0.3073943 12.4867842 10.7892801 11.6700303 7.2737723 5.6350869 -1.3075728 NA -0.3073943 2.4999352 2.0144981 15.2624701 16.0292191 11.2478796 12.7158060 -1.3075728 3.2775385 11.5147439 NA 1.4999352 9.0190010 11.0635313 NA 19.2294656 10.7441203 NA -1.3075728 1.4999352 11.6883386 7.1924171 4.4204891 11.0697115 10.5923060 15.8832643 9.2662187 3.2161289 3.6467733 11.0588937 10.4735213 4.4739297 12.2652457 8.4289736 10.7403771 11.7728894 NA 8.5443204 10.9390152 3.5994606 NA 3.8625010 3.2161289 6.5629369 8.8473897 8.9837421 0.2775087 0.2775087 NA 8.1104238 NA 10.6762776 NA 13.3019234 9.6359580 10.5710056 5.1683051 13.3011151 2.4999352 7.7478539 11.6536594 6.7532676 8.9663670 8.9184658 10.4894223 8.6144124 11.0164707 0.6926057 10.4942798 5.1019610 8.4640609 11.4904356 8.5949467 12.3409291 8.5994621 NA 12.0121025 0.6926057 0.00360760 0.00360760 0.29342000 -0.00312570 0.00069327 0.00069327 -0.00747200 -0.01149700 -0.27882000 0.14266000 0.14266000 0.22283000 0.22283000 0.44240000 0.55372000 -0.00332430 -0.00332430 0.01279500 0.01279500 -0.23386000 -0.23386000 -0.07040200 -0.00166290 0.01146500 0.01146500 -0.02178400 0.00958830 0.00958830 -0.00470790 0.00000000 0.00000000 0.00000000 0.00360760 0.00360760 0.00360760 -0.28001000 -0.28001000 -0.28001000 -0.28001000 0.00263570 0.00263570 0.00263570 0.00291330 0.00499690 -0.00313800 -0.00313800 0.00069327 -0.01149700 -0.01149700 -0.27882000 -0.53754000 0.44240000 -0.27822000 -0.05374600 -0.05374600 -0.00332430 -0.00332430 -0.00976500 -0.23386000 -0.23386000 0.00194950 0.00680440 -0.07040200 -0.02329200 -0.02329200 -0.00166290 -0.00166290 -0.52757000 -0.26877000 -0.02178400 -0.03694600 -0.27081000 -0.00470790 -0.00470790 -0.00470790 0.000 0.000 0.000 0.000 0.000 0.000 -0.234 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 -0.271 0.000 0.000 0.000 -0.280 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 0.143 0.223 0.442 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.234 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 -0.271 0.000 0.000 0.000 -0.280 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 0.143 0.223 0.442 0.000 0.000 11.2936458 -1.3075728 9.9193870 7.4474594 11.3178237 11.2387304 12.2728301 12.1258961 7.9825904 10.0939844 11.2669285 11.1591578 8.9710210 10.4089623 12.0762758 10.6529355 3.9593621 12.2652457 9.5767421 10.7403771 11.2758894 10.1151619 11.5945697 12.8154221 13.3241840 9.4076754 -0.3073943 -0.3073943 9.8971427 9.4574431 11.3185086 12.0335342 10.6597978 0.2775087 11.2721231 10.8030548 14.5115520 9.4264342 6.2700000 8.8321229 8.1784009 11.1274603 8.7749735 8.0479228 10.7647041 9.2151529 7.2999022 11.1352558 8.8010959 6.5567574 12.9646180 3.0848807 10.2385012 11.2478796 5.5380601 5.7478546 NA 9.7383311 NA 9.3228385 7.9570138 10.7403771 11.7728894 10.8851725 10.9390152 11.4111043 3.6925723 NA 7.7149392 9.9802838 6.0412999 5.4340377 10.6762776 11.0586204 10.5710056 12.3140510 10.6423982 10.4710593 9.0501235 8.9184658 6.5934389 10.6511242 9.6669861 2.5994606 NA 9.0697819 9.1604112 9.8793048 9.8971427 7.3825696 9.6336190 5.0848892 TCGA-CV-7090 39 0 NA 3837 head and neck stage ii t2 nx NA male 2001 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 1 1 3 3 3 3 4 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.352435e-06 5.201673e-07 9.0563101 NA 10.2812028 2.0550568 6.0040744 10.6549712 0.4700943 4.8393298 8.9281607 17.1164342 7.8129115 7.4813232 7.1091349 -1.1149724 9.5540182 7.2817381 4.7920224 4.6924886 8.0424802 8.2025460 0.8851058 NA 11.0253240 6.5716343 11.3884621 NA 10.4869041 10.6632104 10.3749812 10.5500250 NA NA 2.9726008 9.0799887 NA NA 15.2805503 6.2601725 8.4980019 12.1476686 8.6366772 6.8276476 10.8759464 1.4700943 NA 14.4993255 12.5630731 9.4896864 -1.1149724 11.6119900 3.5761109 12.1727014 7.1751523 6.0749571 NA NA NA 4.3114014 4.0550568 16.5409777 16.8629329 10.5937862 13.2043820 -1.1149724 4.4397229 12.6226975 NA 1.6924718 9.3061462 11.0503544 0.8851058 18.5150217 12.0481539 NA 2.7920224 -0.1148161 12.4344366 8.2601729 6.2945233 10.8845907 9.8151314 16.9739629 8.9458292 2.2070495 3.9725916 11.2380044 10.4067337 5.0749592 11.8285052 8.1425212 10.4906128 11.8911086 NA 8.4682159 10.9189004 5.0144178 NA 1.2070807 3.9295259 6.6062320 9.3280769 9.3404606 -1.1149724 0.4700943 NA 6.7554978 NA 10.8400566 -1.1149724 12.8771865 9.8023860 11.4592537 1.8851448 13.3354424 3.5289838 7.9485284 10.9529037 9.7508666 9.4116326 9.9162969 9.9417710 11.2371767 11.3986142 1.2070807 10.8977578 6.7554978 9.9336201 12.1136514 8.3342818 12.9023767 9.4906128 NA 8.9739215 0.8851058 -0.33248000 -0.00138580 0.32270000 0.20870000 -0.01574100 -0.01574100 0.30058000 0.30058000 1.29940000 1.20890000 1.23220000 -0.33063000 3.65690000 0.02090300 -0.19812000 0.06651500 0.06651500 -0.31498000 -0.19650000 0.26498000 0.25902000 0.27253000 -0.01587900 0.00013863 0.32141000 -0.03476800 0.30521000 0.29483000 0.04372300 -0.01064600 -0.00069303 -0.00926660 -0.02491200 -0.02491200 -0.00526100 -0.33156000 -0.33260000 -0.01023200 0.23225000 0.09850100 0.17370000 0.17370000 0.17370000 -0.33952000 -0.33952000 -0.33837000 -0.01574100 -0.07227400 0.30138000 -0.67343000 0.02090300 0.02090300 -0.33272000 -0.33272000 -0.33272000 0.06651500 -0.33006000 -0.19650000 0.26498000 0.26498000 0.63179000 0.63792000 0.27253000 0.00124810 0.00124810 -0.01587900 -0.01587900 -0.32855000 -0.32855000 -0.03476800 -0.03476800 -0.33514000 0.06594200 0.01307400 -0.55407000 -0.333 -0.333 0.000 0.000 -0.315 -0.315 0.265 0.638 0.273 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.305 0.305 -0.335 0.617 0.141 0.000 0.000 0.232 0.174 0.174 0.209 -0.130 0.000 0.000 0.301 0.301 -0.078 1.217 0.000 0.000 0.000 0.000 -0.333 -0.333 0.000 0.000 -0.315 -0.315 0.265 0.638 0.273 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.305 0.305 -0.335 0.617 0.141 0.000 0.000 0.232 0.174 0.174 0.209 -0.130 0.000 0.000 0.301 0.301 -0.078 1.217 0.000 0.000 0.000 0.000 11.766247 NA 10.425392 6.724336 12.106116 12.475131 10.526733 11.154260 10.381987 9.805486 11.178892 12.551468 8.862413 10.415052 10.478991 9.780709 4.545060 11.828505 12.733169 10.490613 11.228874 10.333250 10.659097 12.670911 12.790698 9.158929 -1.114972 2.207049 9.662389 10.828014 10.4747844 12.7698762 11.2357963 0.4700943 11.4672753 11.1172544 14.6672080 10.7045141 6.7799504 8.5733836 8.9444778 12.3717169 9.7244079 7.8624130 10.2623384 8.6957051 8.0424802 10.8407832 8.8143918 7.0749581 14.4993255 2.6924942 10.7916481 10.5937862 5.8624142 6.5716343 -1.1149724 10.0786587 -1.1149724 9.4126103 9.5280876 10.4906128 11.8911086 11.5582215 10.9189004 11.4404414 -1.1149724 NA 6.8276476 10.5451292 5.3445658 3.6924830 10.8400566 11.2712652 11.4592537 11.3626386 10.1043018 9.5821008 10.1229408 9.9162969 7.5993788 10.3729733 11.0108696 4.2070651 NA -0.1148161 8.9161452 9.6997158 10.5733836 7.4587806 10.1495759 4.7920224 TCGA-CV-7091 54 0 NA 3381 head and neck stage i t1 n0 NA male 2001 NA NA head and neck squamous cell carcinoma NA 1959 0 white not hispanic or latino 2 2 3 3 3 3 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 3.849238e-06 1.213724e-06 9.1330148 NA 10.5902157 2.6104402 5.3653216 10.1854996 7.5617179 5.6765213 8.4869500 16.2470578 6.9323612 7.5791002 7.8935218 NA 9.1717212 9.4064729 4.9142153 4.8392542 10.9624766 9.0177009 0.1953476 1.4178120 11.5474391 5.0533764 11.7438965 -1.3894889 10.7909640 10.6731539 10.6538023 10.2969338 -1.3894889 3.3653146 4.0027475 8.7215299 NA 3.6104284 15.0015593 4.8958358 10.0765097 11.3054439 8.8583606 6.1650215 12.0494849 5.8002580 NA 11.5272457 13.2139436 8.4606201 0.1953476 11.9794852 5.9725525 12.1574482 7.3686566 6.2899138 -1.3894889 NA NA 0.6104166 1.7803521 15.3564997 15.3943692 10.5319023 12.9935975 -1.3894889 4.4433215 11.0816003 0.1953476 3.0027565 9.2103460 11.4660803 NA 19.6224063 10.5225741 5.2397914 2.9323636 0.1953476 11.9437283 6.7293747 4.3108709 11.3242815 10.6037255 15.8869120 8.9447065 6.2397894 4.5877130 10.8888826 10.2145230 4.5877130 12.3971970 7.2361424 11.0708891 11.5969863 NA 8.5278054 10.2762132 8.3983358 -1.3894889 NA 6.1339950 7.1300691 9.8434536 10.2047578 NA 2.0698740 NA 8.3074007 -0.3894889 11.8156155 NA 12.9820057 9.6894713 10.8845201 3.0698568 13.1503190 2.9323636 9.5551453 11.3257517 8.7163417 9.7487049 9.8944475 9.4089050 11.7212427 11.4361870 NA 10.5816174 5.9854731 8.7499847 12.1272412 7.9119294 11.7853589 8.7715651 -0.3894889 10.6855781 1.7803521 -0.290350 0.531160 1.819200 1.236200 0.073115 0.073115 0.529230 -0.245330 0.319480 0.319480 0.319480 -0.279180 -0.279180 -0.273320 -0.297330 -0.279650 0.125050 0.467070 3.356200 -0.275120 -0.284100 0.080962 -0.292130 -0.297330 -0.276790 0.073833 -0.245210 0.095653 -0.003887 0.106430 -0.279060 0.077430 -0.290350 -0.291060 -0.285010 -0.280130 -0.280130 -0.291300 -0.291300 -0.290710 -0.649960 -0.632730 -0.269370 -0.275350 -0.275350 -0.279530 0.112720 -0.245330 -0.245330 0.319480 -0.279180 -0.273320 0.104970 0.104970 0.104970 -0.279650 -0.281200 -0.286440 -0.300040 -0.275120 0.115650 0.107450 0.126680 0.374020 0.374020 0.059080 -0.305800 -0.276790 -0.286630 -0.311430 0.073833 -0.177020 0.000000 0.000000 0.000000 0.105 0.105 -0.280 -0.280 0.181 -0.286 -0.275 0.116 0.127 0.398 0.398 0.000 0.000 -0.277 -0.277 0.000 0.000 0.104 0.104 -0.245 -0.245 -0.177 -0.203 0.262 0.262 -0.280 0.260 -0.269 -0.269 0.961 -0.275 0.000 -0.216 0.519 0.274 0.319 0.319 -0.273 -0.273 0.000 0.000 0.105 0.105 -0.280 -0.280 0.181 -0.286 -0.275 0.116 0.127 0.398 0.398 0.000 0.000 -0.277 -0.277 0.000 0.000 0.104 0.104 -0.245 -0.245 -0.177 -0.203 0.262 0.262 -0.280 0.260 -0.269 -0.269 0.961 -0.275 0.000 -0.216 0.519 0.274 0.319 0.319 -0.273 -0.273 0.000 0.000 10.694245 1.780352 9.262911 6.744859 11.215913 12.213588 11.599473 11.281753 9.945823 9.119218 11.310006 11.988593 7.817447 10.860435 10.590216 11.701042 5.039213 12.397197 9.496892 11.070889 10.509790 10.339204 10.735847 13.437223 12.392203 9.122186 NA 2.417785 9.030393 10.170288 10.9583314 12.1896312 10.9269976 0.1953476 11.7046759 10.2859493 14.1114294 9.9289761 6.7137206 8.4480610 9.5826950 11.4697738 9.5127405 9.2038244 10.0744684 8.8583606 10.9624766 11.2753249 8.5733291 6.7031907 11.5272457 2.8583590 10.4254161 10.5319023 4.9679847 5.8488382 0.6104166 9.9021794 -1.3894889 9.3603026 9.2186879 11.0708891 11.5969863 10.9887281 10.2762132 11.2813107 4.1339991 -1.3894889 7.6104328 9.9301053 7.2103460 4.4684139 11.8156155 11.3915879 10.8845201 12.2833005 10.5393216 10.2587907 8.5500126 9.8944475 8.0048957 10.5146915 10.5496451 4.2542917 NA 8.3004313 8.1466221 9.7928275 10.0267030 7.0942487 10.4048491 4.8958358 TCGA-CV-7095 87 1 572 NA head and neck stage ii t2 nx NA female 2001 NA no head and neck squamous cell carcinoma 40 1970 0 NA hispanic or latino 1 7 1 2 1 1 3 1 4 1 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 7 0 0 7 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 7 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 7.00492e-06 2.323414e-06 7.87353639 NA 9.83584877 2.53206755 3.24255678 10.19157745 4.62722744 5.13872438 9.19287421 15.62661057 6.49890185 7.45201468 7.21218799 NA 10.11224088 9.06840345 5.00337286 6.00337286 7.41693261 7.33002410 NA NA 8.00041415 3.93061435 11.29663802 NA 10.48361759 10.46977621 9.33237967 10.74329263 -0.92741395 0.07258605 3.16009731 8.87083259 NA NA 13.18401660 3.16009731 9.24631355 11.40718899 6.74506115 5.95528025 11.66579402 1.07265464 NA 12.40159172 13.42212494 9.63296921 0.07258605 12.01753140 7.17906810 11.93449870 5.75913719 4.20191610 NA NA NA 2.77306798 2.65759428 15.02145984 15.52380142 10.51350555 13.31766906 -0.92741395 2.24257202 11.52513503 NA 0.07258605 9.65289497 10.76176081 0.54774594 19.48149626 10.94107314 NA 0.65764001 0.07258605 12.04955842 8.61760080 6.06132042 10.97102990 10.28998831 16.07713117 9.38891793 0.65764001 1.87998017 11.87292962 10.24693793 5.09500451 12.76710852 7.51971959 10.80607541 11.66017952 NA 8.50726463 10.65853784 2.24257202 NA 1.65759428 5.04991823 6.68734629 8.75913685 8.58438907 1.07265464 2.24257202 -0.92741395 8.20706265 NA 11.35282715 NA 12.73307800 9.07674453 10.10192355 NA 13.13400755 5.54836880 7.74859339 11.35774954 6.36725748 8.93682253 10.37829919 4.46495573 10.11839607 8.88481371 1.07265464 7.33942247 5.30145595 8.90710728 12.45620567 8.19157745 11.64462598 8.84742353 NA 11.38636973 0.07258605 0.01631600 1.03860000 0.04599100 0.59530000 -0.13979000 -0.13979000 3.65690000 0.00388540 1.71920000 0.53151000 0.53204000 0.05012800 0.05012800 0.29358000 -0.15631000 -0.16819000 3.65690000 0.00819590 0.00819590 0.37841000 0.38452000 -0.13820000 -0.10982000 -0.11678000 -0.11678000 -0.31797000 0.22299000 0.22299000 0.60882000 -0.13416000 -0.12849000 -0.30522000 -0.57388000 0.04741000 -0.54744000 -0.53287000 -0.53287000 -0.53287000 -0.53845000 -0.00041492 0.02918400 -0.04733300 0.00917050 -0.37189000 -0.37189000 -0.37189000 -0.13212000 0.00388540 0.00388540 -0.44210000 0.05012800 -0.17033000 -0.00957180 -0.00957180 0.01237600 -0.15131000 -0.54199000 0.36818000 -0.30475000 -0.37200000 0.35866000 0.44240000 -0.13820000 0.22870000 -0.18005000 0.39015000 -0.11384000 -0.11678000 -0.11678000 -0.31797000 0.76504000 -0.00277070 -0.18923000 -0.18923000 -0.18923000 0.000 0.000 -0.151 -0.542 0.000 0.000 0.378 0.442 -0.138 0.112 0.112 0.390 0.285 -0.117 -0.117 -0.318 0.000 0.137 0.265 0.223 0.223 0.000 0.000 0.000 0.000 -0.533 0.000 0.000 0.000 0.595 -0.328 -0.140 -0.140 0.000 0.000 0.134 0.532 0.000 -0.156 -0.189 -0.189 0.000 0.000 -0.151 -0.542 0.000 0.000 0.378 0.442 -0.138 0.112 0.112 0.390 0.285 -0.117 -0.117 -0.318 0.000 0.137 0.265 0.223 0.223 0.000 0.000 0.000 0.000 -0.533 0.000 0.000 0.000 0.595 -0.328 -0.140 -0.140 0.000 0.000 0.134 0.532 0.000 -0.156 -0.189 -0.189 10.652895 -0.927414 9.516761 6.095005 11.972371 14.025643 10.539732 11.407189 8.556452 9.222383 11.928673 12.044360 7.716492 10.887219 11.161425 10.185727 2.912592 12.767109 9.935274 10.806075 10.836679 10.325302 10.016616 12.608998 12.363663 8.291805 -0.927414 1.072655 9.152121 11.073341 10.61711791 12.72917295 10.98327909 NA 11.25596159 10.07052149 14.67715977 9.93217119 6.64249220 8.81410336 9.59128951 12.17346293 8.93182959 8.17592424 10.43786524 8.79715017 7.41693261 10.95336783 8.37184459 7.46065329 12.40159172 1.07265464 10.71242924 10.51350555 6.56448945 6.37641716 2.24257202 10.05063175 -0.92741395 8.84742353 8.81072875 10.80607541 11.66017952 11.22047725 10.65853784 11.39400082 0.07258605 1.39456902 6.83418786 10.75079633 6.95527909 2.39456902 11.35282715 11.07931310 10.10192355 11.97595337 10.44876171 9.42467986 8.75913685 10.37829919 7.10054250 9.99075424 10.07685687 2.07262034 NA 4.65759999 7.95491283 9.69560327 9.90789728 6.86705259 10.22428717 4.65759999 TCGA-CV-7097 53 1 385 NA head and neck stage ii t2 nx NA male 2002 NA NA head and neck squamous cell carcinoma 64 1970 NA white not hispanic or latino 2 6 3 2 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 5 0 0 2.358092e-06 1.10969e-06 10.0627732 0.9180809 10.1731436 3.5030815 5.0556165 10.1574749 1.7661287 8.0880398 8.6240929 15.9800600 7.1849011 7.6836494 7.9067998 NA 8.6032142 9.1079397 4.9712262 -0.4037327 2.1811344 9.6122989 0.5961719 NA 10.7832297 6.0473988 11.4137702 4.7254685 10.8559302 10.4955439 9.9119026 10.4572739 -1.4039236 -0.4037327 3.9537402 9.0913124 NA NA 14.4129956 5.2108953 9.8056404 11.4603731 9.0055780 7.6994746 11.9864903 4.1507790 NA 13.1456708 13.9065512 8.7921744 -0.4037327 10.6119504 9.3955900 11.8235020 6.4227359 5.6836487 3.4541627 -0.4037327 -1.4039236 1.9181190 1.9181190 15.4437211 15.7905059 10.1849016 10.8095950 0.1811662 3.2400395 11.0401665 0.1811662 2.5961957 9.4962990 10.9087863 2.6836515 18.5711112 12.0608603 NA 2.9181190 1.5961719 12.0244162 11.4452010 7.1158229 11.3184138 10.4365715 16.0053624 10.2182387 1.9181190 3.7254685 11.2559599 9.8953950 6.2686122 12.3198319 9.1507757 10.3779564 12.3141846 -1.4039236 8.6102073 11.3397591 3.2400395 NA -0.4037327 0.5961719 6.2328123 8.8105061 10.7386132 -1.4039236 4.0556208 1.7661287 4.0556208 NA 10.6872917 -1.4039236 12.7610939 9.7811985 11.9039570 3.4541627 13.6690313 4.6405804 8.3742640 11.4085648 6.6460359 9.1960997 9.2328116 5.7661128 12.6465458 10.8268078 0.5961719 8.4099683 6.6568824 7.8153558 12.3378646 8.1698343 12.2686123 8.8664824 -1.4039236 10.9570340 2.0556122 0.0442900 0.5709500 0.2573000 0.7298100 0.0800240 0.0800240 0.0575110 0.0575110 0.9795600 0.1563600 0.1563600 -0.1149500 3.1755000 0.0992880 -0.4699300 -0.1220000 3.6569000 0.0065262 -0.0491430 0.4980500 0.4980500 0.0454240 0.0240810 0.0026357 2.1774000 -0.1122100 0.0645110 0.0645110 -0.0156330 -0.1065700 -0.0202750 0.0732760 0.5883800 0.5883800 -0.4524400 -0.2074700 -0.1935000 -0.1935000 -0.1935000 -0.1687300 -0.1491300 -0.5636600 -0.1325100 -0.4550100 -0.4550100 0.0682350 0.2834500 0.0575110 0.0349670 -0.5479400 -0.9749500 0.0992880 -0.1859700 -0.1859700 -0.1859700 -0.1220000 -0.4756400 0.0583670 -0.4137700 0.4980500 0.0000000 0.0000000 0.0454240 -0.0471240 -0.5321500 0.0240810 0.0312950 -0.4632300 -0.4632300 -0.1122100 -0.1122100 0.2445100 0.0116790 0.0116790 -0.0156330 -0.186 -0.186 -0.122 -0.122 0.000 0.000 0.084 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.463 -0.112 -0.112 0.000 0.000 0.000 0.510 -0.454 0.000 0.000 0.000 0.064 0.257 -0.149 -0.149 0.000 0.000 0.000 0.000 0.000 0.000 0.156 0.156 -0.115 -0.115 0.000 0.000 -0.186 -0.186 -0.122 -0.122 0.000 0.000 0.084 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.463 -0.112 -0.112 0.000 0.000 0.000 0.510 -0.454 0.000 0.000 0.000 0.064 0.257 -0.149 -0.149 0.000 0.000 0.000 0.000 0.000 0.000 0.156 0.156 -0.115 -0.115 0.000 0.000 10.785085 NA 9.345788 7.225544 12.077356 12.209387 10.950161 11.147174 9.862388 9.339338 11.043787 11.694384 8.312149 10.510198 10.608811 10.831603 3.379649 12.319832 11.707486 10.377956 10.402737 10.772983 9.436965 12.738453 12.147174 7.521000 1.766129 1.403540 8.451055 10.800452 10.3877568 11.6168197 11.6122988 -0.4037327 11.0741981 10.5023259 14.9701724 8.0840270 7.0678624 8.6199412 9.1867739 12.2220099 9.8916976 8.1792697 10.0910425 8.4163660 2.1811344 10.8238028 8.6227104 7.5590826 13.1456708 1.4035404 10.2734661 10.1849016 6.2686122 6.1275693 2.5030688 9.5569129 -0.4037327 8.6199412 9.4626931 10.3779564 12.3141846 11.2944575 11.3397591 11.8864938 4.8441144 1.4035404 8.7344587 11.3308965 5.0719214 4.0556208 10.6872917 12.3021433 11.9039570 12.3589842 10.9493338 10.3527433 10.1565197 9.2328116 7.7934037 10.3514919 10.6007586 3.4035404 NA -1.4039236 8.0793978 10.3962779 9.3044086 7.0266396 10.2935889 4.5503836 TCGA-CV-7099 85 1 243 NA head and neck stage ii t2 nx NA female 2002 NA no head and neck squamous cell carcinoma NA 1936 NA white NA 3 6 2 1 3 3 1 3 4 2 0 0 6 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 4 6 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 1 6 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 7 4 0 0 4 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 8.461388e-06 3.155682e-06 7.6544491 NA 10.5887899 NA 0.7718011 10.0426855 4.4442297 5.8592689 8.5903883 15.5028070 6.4442314 7.2353307 8.0548946 NA 9.7907018 9.0835546 4.3143703 2.7718011 7.9240910 8.0755872 -1.2280299 NA 7.7025433 7.9240910 11.0176560 NA 10.2909510 10.4561166 10.6831982 11.2741408 NA NA 0.3568199 8.9723495 NA NA 12.9501598 5.2475402 9.5775501 11.2399211 8.0149801 4.3263935 13.3033705 -1.2280299 NA 12.3712542 12.8088383 9.2656617 -1.2280299 11.7049436 9.9864714 12.0397633 5.8698393 8.7143207 -1.2280299 NA NA 2.7718011 1.0937630 15.1501854 15.9711713 10.5576673 12.7238194 0.3568199 0.7718011 11.0081195 1.3567636 0.7718011 9.3809850 11.3770542 0.9544941 19.1324433 11.6046962 NA -1.2280299 NA 11.4320250 6.5727063 5.7375894 11.1582777 10.8277665 15.6085963 9.5199990 3.4722408 1.0937630 11.0339011 10.3449800 5.4300176 12.3440327 9.1446712 11.9661014 11.7395728 NA 8.4877681 11.2253341 8.0432690 NA 0.7718011 3.5791560 6.1468466 8.4389178 10.1726856 -0.2281989 6.0102114 1.3567636 5.3263935 NA 10.8419271 -1.2280299 12.7421818 9.8064401 10.7672201 0.3568199 13.0022020 3.8592739 7.9763774 11.5566455 7.3865161 8.6590269 9.8966642 10.4459985 9.4282312 10.7143207 1.0937630 10.6741813 4.7025412 8.5823780 11.7492650 8.2230175 12.8072927 8.0801454 NA 11.7688092 -1.2280299 -0.00443120 -0.00443120 0.00277450 0.01209700 0.00666530 0.00666530 -0.00166290 -0.44048000 0.41898000 0.00722170 0.45309000 0.51420000 0.51420000 0.42755000 0.42755000 0.00249690 0.00249690 0.00736090 0.00736090 -0.39208000 -0.39208000 -0.00802440 -0.01505400 -0.02821800 -0.02821800 -0.04156700 -0.01629200 -0.01629200 -0.00443120 0.00000000 0.00000000 0.00000000 -0.00443120 -0.00443120 -0.00443120 -0.49120000 -0.49120000 -0.49120000 -0.49120000 0.01074100 0.01074100 0.01074100 0.01796300 0.01209700 0.01209700 -0.00109870 0.00666530 -0.00249380 -0.00249380 -0.51404000 -0.61719000 0.42755000 -0.02205800 -0.02205800 0.05295200 0.00249690 -0.02438000 -0.00691950 -0.39208000 -0.39208000 0.01042400 0.01042400 -0.00802440 0.41680000 0.41680000 -0.01505400 -0.01505400 -0.02821800 -0.02821800 -0.04156700 -0.04156700 0.00069327 -0.00443120 -0.00443120 -0.00443120 0.000 0.000 0.000 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.428 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.428 0.428 0.000 0.000 11.353007 NA 10.070860 8.291442 11.832333 11.186476 11.143583 11.994601 7.856615 10.329270 12.959313 11.086956 9.483473 10.294388 12.974236 11.261152 4.697807 12.344033 9.152267 11.966101 11.051997 9.710651 12.254281 12.795753 13.217662 7.699584 -1.228030 2.093729 9.286520 10.361457 10.9145515 12.0195854 11.1964974 NA 11.3326167 11.2614033 14.8741703 9.2012129 7.3492352 9.2696581 8.3187005 11.9368702 9.5332577 7.9885523 10.3553591 8.6876857 7.9240910 10.8569467 9.2596463 7.2796013 12.3712542 1.0937630 10.0179529 10.5576673 5.7490864 6.4722457 3.9010889 10.1975466 -0.2281989 8.8257322 10.9720919 11.9661014 11.7395728 11.0057255 11.2253341 11.3494711 -0.2281989 1.9417449 8.9479793 9.4937598 8.7069711 2.5791560 10.8419271 11.2209549 10.7672201 12.3798300 10.5795636 10.6169041 9.1726858 9.8966642 6.0755861 10.6722957 9.6876855 0.7718011 0.3568199 6.7143211 9.5568499 9.7209035 9.8881502 7.8052292 10.0583640 4.9616326 TCGA-CV-7100 66 1 274 NA head and neck stage iii t2 n1 NA male 2001 NA NA head and neck squamous cell carcinoma NA 1959 NA white NA 3 5 1 1 2 3 1 3 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.121004e-07 1.387113e-07 10.31219638 NA 10.50946150 1.24129106 4.96373767 10.47297163 1.24129106 5.71375904 8.65405203 16.48657497 7.09925101 6.03828253 8.03308431 NA 9.90304852 7.85892155 4.98543212 3.72670045 11.24436663 9.41119551 -1.08069806 NA 10.55188318 3.31166295 11.73252229 NA 10.40164614 10.89124510 10.30682124 10.98576795 NA -0.08069806 3.87353762 9.26424859 NA NA 12.74737962 5.12879654 8.52667255 11.54299522 7.48539623 7.70070188 12.18568967 9.14092944 NA 13.01811467 14.26148647 8.91652173 NA 14.39561389 2.82623322 11.23109065 6.59176767 4.91934008 1.24129106 NA NA 4.04862855 2.08926085 16.65240355 16.75642102 10.00282162 12.94612511 NA 3.96373305 11.15655229 NA 4.85007930 9.45558964 10.66543674 1.91934008 16.73985790 11.16370615 NA 0.50426444 3.50430258 11.95928950 8.12635653 5.27689488 11.32453167 10.61457063 15.36349987 9.36642560 6.20474524 3.50430258 11.15834410 10.54276666 4.94171200 12.54077384 8.83073417 13.13835957 11.37800526 3.87353762 8.65235778 11.85781927 6.78352868 NA NA 6.42713682 6.57039462 10.08173361 9.23335915 0.50426444 0.91937822 NA 3.44290370 NA 11.12910029 NA 12.45473923 10.30040393 10.44535240 4.24126818 13.14733424 7.26363822 9.06144950 11.28018940 6.48158473 8.99482153 10.73044407 5.57755270 10.75854612 11.05152070 3.37877517 11.86515194 5.53405226 8.37877387 11.87571849 8.19546670 11.38872979 8.64214992 -1.08069806 9.08173374 -1.08069806 -0.0040162 -0.0040162 1.2349000 0.0030522 0.0105640 0.0105640 -0.0016629 -0.0016629 0.4272100 -0.0153290 -0.0153290 0.0171170 0.0171170 0.0095883 0.4807900 0.0026357 0.0026357 -0.5351000 0.0076424 0.6037700 -0.5401700 0.0051359 0.0000000 0.0066653 0.0066653 -0.5407800 0.0202030 0.0202030 -0.0444150 -0.0016629 0.0031910 -0.0062286 -0.0040162 -0.0040162 -0.0040162 -0.5568700 -0.5568700 -0.5727900 -0.5727900 0.0107030 0.0063871 0.0063871 -0.0032452 0.0030522 0.0030522 0.0030522 -0.0048461 -0.0016629 -0.0016629 -0.5453200 -0.0089162 -0.0034340 -0.5577400 -0.5379400 0.0059700 -0.5037000 -0.5407800 0.0076424 -0.5512600 -0.5385500 0.0059700 0.0059700 0.0051359 0.0043021 0.0043021 0.0000000 0.0000000 0.0066653 0.0066653 -0.5407800 -0.0120240 0.0058309 -0.0216470 -0.0216470 -0.0444150 -0.538 0.000 0.000 0.000 -0.535 0.000 -0.540 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.557 -0.071 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.530 0.000 0.000 0.464 0.000 0.000 -0.538 0.000 0.000 0.000 -0.535 0.000 -0.540 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.557 -0.071 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.530 0.000 0.000 0.464 0.000 0.000 11.4056746 0.5042644 10.5972822 6.9908051 12.0866037 12.1601307 10.9305696 11.3308533 9.6866992 9.9644194 10.6400141 12.0592134 9.1042177 10.1035978 8.3030464 10.9948215 3.7517208 12.5407738 11.1060756 13.1383596 11.3661672 11.0883278 11.4274540 12.5916417 13.7607101 10.7581523 -1.0806981 2.6197886 9.8742657 10.8042760 11.29438175 12.37055346 10.25417427 0.50426444 11.67569016 11.05408948 14.10049304 7.52667294 6.03828253 8.90233592 8.95963194 11.41844076 9.96252690 9.19197218 9.91934232 9.02917291 11.24436663 10.56814928 9.22654321 6.72669773 13.01811467 0.91937822 10.07035887 10.00282162 5.54869863 5.20474328 -0.08069806 9.32873326 1.24129106 8.63701859 9.17673017 13.13835957 11.37800526 11.22483412 11.85781927 10.49582665 6.52667294 NA 9.33156281 9.45753130 3.87353762 3.72670045 11.12910029 11.62411058 10.44535240 12.28662057 10.74827220 10.04862542 10.36228588 10.73044407 7.73312382 9.64300330 10.99482146 2.61978860 NA 3.31166295 9.85048613 9.90376076 9.97394671 6.95826154 9.59882241 5.06908774 TCGA-CV-7101 80 1 160 NA head and neck stage ii t2 nx NA male 1999 NA NA head and neck squamous cell carcinoma NA 1939 0 white not hispanic or latino 2 4 3 2 2 2 1 2 4 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 5.687163e-06 1.837924e-06 8.7242297 NA 11.1460913 1.5443370 3.2605225 9.9789488 9.0014082 6.3294232 8.7813597 15.7505500 8.1505937 9.1011003 7.8084282 0.3219281 8.8854423 8.3862216 4.9267917 4.7369674 7.9366379 9.3726838 2.8244216 NA 10.2197736 5.2447615 11.7399564 NA 10.4133635 10.7966480 11.0098869 9.8257538 -1.2629190 2.2042346 2.9848992 8.4935052 NA NA 14.9805673 4.7813597 9.1440316 12.0536714 8.1292830 6.7922476 12.8417281 5.7256512 0.7369944 12.1307582 12.7211170 8.7242297 2.1963867 12.3160458 8.3545249 12.7054524 7.4918531 5.7256512 -0.2630921 NA NA 2.0589052 -0.2630921 14.3148930 14.9280208 9.7495901 12.8111907 NA 4.6677048 11.2956255 NA 3.2605225 9.1141762 11.4245600 0.4982509 18.7556802 11.5491429 0.7369944 1.5443370 3.3219281 11.7408348 7.8428739 3.9068906 11.6387753 9.8389412 15.8668322 9.5419033 7.3987437 3.4374009 10.8652822 10.0560731 6.1378457 13.0775181 9.4295810 12.3955118 11.3859972 -1.2629190 8.9919943 11.0890090 6.0856945 0.3219281 NA 6.0678818 7.0812619 9.7502883 9.7641804 4.8030565 2.7369728 -0.2630921 7.7085094 NA 10.5479388 -0.2630921 12.9977382 9.4788287 11.2305709 3.2605225 13.1816570 5.3808229 8.4023014 10.9181179 8.0315865 9.1819804 10.1653414 8.6468586 12.2478534 10.7373177 2.1963867 9.5635141 6.8968373 8.0269843 11.4438932 8.1674181 11.7478433 8.7908916 -0.2630921 11.7828959 1.3219281 0.0422700 0.0000000 0.7154200 0.1681600 1.5193000 -0.2548200 0.3422200 0.3422200 0.0215670 0.0215670 0.0215670 -0.2919200 -0.2919200 -0.2919200 -0.3256800 -0.1083100 -0.1083100 0.0053776 0.7032100 0.0263910 0.0263910 0.2281900 0.2522600 0.8299400 1.2600000 -0.2764600 -0.1526300 -0.1526300 0.2553900 -0.2718000 -0.2808800 0.4280100 0.0422700 0.0422700 0.0000000 -0.3071300 -0.3071300 -0.3086500 -0.3086500 -0.4335800 -0.3766500 -0.3766500 -0.1542900 -0.3198700 -0.3198700 -0.3198700 -0.2689700 0.3422200 0.3422200 0.0215670 -0.2919200 0.1970600 -0.1366800 -0.1366800 -0.1366800 -0.1083100 -0.1083100 -0.2605000 0.0434030 0.0263910 0.4788600 0.4788600 0.2281900 -0.0954330 -0.0954330 0.2522600 -0.3261500 -0.3194000 -0.3398900 -0.2764600 0.1144400 -0.3076000 -0.3427700 -0.3427700 0.2553900 -0.137 -0.137 -0.108 -0.108 0.000 0.000 0.000 0.479 0.228 0.000 0.000 0.252 0.252 0.830 -0.319 0.114 0.114 -0.281 0.147 -0.153 -0.153 -0.308 0.126 0.000 0.000 -0.307 0.408 -0.434 -0.434 0.168 -0.152 -0.255 -0.255 0.342 0.342 0.000 0.000 -0.292 -0.095 -0.343 -0.087 -0.137 -0.137 -0.108 -0.108 0.000 0.000 0.000 0.479 0.228 0.000 0.000 0.252 0.252 0.830 -0.319 0.114 0.114 -0.281 0.147 -0.153 -0.153 -0.308 0.126 0.000 0.000 -0.307 0.408 -0.434 -0.434 0.168 -0.152 -0.255 -0.255 0.342 0.342 0.000 0.000 -0.292 -0.095 -0.343 -0.087 11.158504 NA 10.373549 6.786815 11.059457 12.477678 12.572523 12.198189 9.709945 9.968787 12.636889 12.462971 8.289635 10.988448 12.616932 11.728842 4.739216 13.077518 9.949462 12.395512 11.079596 10.273213 11.770733 13.166967 12.951816 12.326149 NA 1.321928 9.224806 10.348913 11.0495650 12.4630773 11.0939677 0.3219281 11.8580134 10.7471440 14.6668232 9.6111785 7.8244286 9.0768156 9.6550834 11.7657350 9.4004703 7.9464192 9.8144490 10.3754015 7.9366379 11.7555135 9.2838600 10.2872314 12.1307582 3.9464221 10.7534257 9.7495901 5.5183243 7.5855883 6.5507468 9.1861142 NA 9.5273142 10.7956338 12.3955118 11.3859972 10.6442319 11.0890090 11.4897643 0.3219281 3.1292830 8.9535053 9.5491430 10.3186369 4.0945148 10.5479388 11.3484515 11.2305709 12.2081327 10.2751546 10.8905176 8.7634889 10.1653414 7.5918342 9.9561341 10.5698556 3.5949426 0.3219281 10.0217896 9.0263159 10.0165761 10.6651138 7.6911621 10.5579423 4.9464174 TCGA-CV-7102 76 1 56 NA head and neck stage iva t3 n2 NA female 2000 NA no head and neck squamous cell carcinoma NA 1945 3 white not hispanic or latino 1 3 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 4.30005e-06 1.248402e-06 11.4890289 NA 10.9563687 3.2032168 5.1059295 10.5329722 -0.3203060 6.4740791 8.4328793 16.0405954 6.7671251 8.9240265 7.5623058 1.0015861 9.0932905 8.4691961 4.6009060 3.6796602 3.1390929 10.2744538 1.0015861 NA 10.0272840 11.8605042 10.9962270 3.9275931 10.3835662 10.6378528 10.4499135 10.5074023 0.6796940 0.2645965 4.2646265 8.8070638 -1.3204861 NA 14.7086047 6.7020300 9.7517953 11.7346060 9.0448916 7.6992532 10.4569179 2.6796715 NA 13.8832401 13.8076972 9.5430746 NA 12.7496158 4.2887646 11.8220888 7.6540775 5.9650639 3.4345482 NA 0.2645965 2.5865486 2.7671251 15.0292188 16.2017754 10.1452291 12.7863073 NA 3.7671251 11.0652554 NA 3.1390929 9.1624706 10.8070122 0.2645965 19.2839761 11.2134790 NA 1.4870232 3.0015861 12.0947442 9.9650649 4.4610243 11.6257940 10.8128049 16.3607775 9.4453632 6.6852870 4.0719771 11.0969877 10.5227986 6.0283901 11.4622453 8.4345503 10.6450862 11.1822459 NA 8.5422998 11.4689925 5.9275907 NA -1.3204861 4.5125556 6.4075839 9.4453632 11.5735329 1.2645965 3.8089410 -0.3203060 6.6044747 NA 11.2388007 NA 12.8476295 10.3758478 11.2533098 5.9464502 13.6627898 3.5376440 8.2129924 11.3536341 10.5653590 9.9823016 10.4837453 7.2110443 12.3016000 12.0403726 1.2645965 9.4724528 8.6059587 7.8243211 11.7369775 7.6908899 11.9820160 9.2485688 1.2645965 8.6074405 2.6796715 -0.0055375 -0.0087146 0.3265600 0.3541400 -0.0140450 -0.0140450 3.6569000 -0.0350400 -0.3970800 -0.0175290 1.0797000 -0.7738000 1.5744000 0.0068044 -0.0175290 -0.3812300 3.6569000 0.3438800 0.3438800 1.2396000 -0.0301310 0.0065262 0.3554500 0.3880000 0.0036076 -0.3851500 0.0090312 0.0090312 0.3487600 0.2609000 -0.4307200 0.3523500 -0.0101660 -0.0101660 -0.0053992 -0.3998600 -0.3998600 -0.3998600 -0.3998600 0.3395000 0.3431200 0.3431200 0.3453400 0.3541400 0.3541400 0.3541400 -0.0100940 -0.0350400 -0.0350400 -0.4070500 -1.1356000 -0.7616700 -0.3427400 -0.3573800 -0.0055644 -0.3812300 -0.3830200 -0.4062800 -0.3891700 0.3708400 -0.0128510 0.0834870 -0.0019399 0.9338600 0.3949600 -0.3786500 0.3554500 0.0033502 -0.7327500 -0.3851500 -0.0136770 -0.0078863 -0.3844800 -0.3844800 0.3298200 -0.337 0.000 -0.381 -0.383 0.344 0.344 0.000 0.000 0.000 0.000 0.351 -0.397 0.355 0.384 0.000 0.000 0.000 0.261 0.261 0.000 0.000 0.000 0.357 0.000 0.000 -0.400 0.327 0.339 0.339 0.354 0.354 0.000 0.000 0.000 0.000 -0.397 0.478 0.000 0.000 -0.345 0.330 -0.337 0.000 -0.381 -0.383 0.344 0.344 0.000 0.000 0.000 0.000 0.351 -0.397 0.355 0.384 0.000 0.000 0.000 0.261 0.261 0.000 0.000 0.000 0.357 0.000 0.000 -0.400 0.327 0.339 0.339 0.354 0.354 0.000 0.000 0.000 0.000 -0.397 0.478 0.000 0.000 -0.345 0.330 11.402897 -0.320306 9.775224 4.927588 11.884998 15.366484 8.759148 11.161966 9.290687 9.519654 10.979443 12.058770 7.283289 10.894285 9.892767 10.569167 4.941571 11.462245 10.472453 10.645086 10.937640 10.631312 10.626203 12.906001 12.852578 8.376630 -0.320306 0.679694 9.327121 9.595542 11.403110 12.123642 11.420497 1.001586 11.910884 10.840479 14.925141 10.244765 6.685287 8.407583 9.230409 10.949666 10.143121 8.678253 10.000463 8.465932 3.139093 10.747769 9.412678 6.226557 13.883240 2.849579 10.314020 10.145229 6.019513 5.645448 3.487023 8.743058 2.001586 8.858328 9.425337 10.645086 11.182246 10.912683 11.468993 11.098833 -0.320306 3.849589 9.217648 12.760314 4.234248 4.702031 11.238801 11.845826 11.253310 12.566978 10.797630 9.712397 10.149304 10.483745 8.201263 10.166498 10.351646 3.264627 NA 1.001586 8.617242 9.285142 9.857082 7.167502 9.855836 5.323518 TCGA-CV-7103 49 1 1591 NA head and neck stage iva t2 n2b NA male 2000 NA NA head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 2 4 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.179046e-06 4.508117e-07 10.85218436 2.26534687 10.69639442 5.18591014 6.90093321 10.11352041 4.74339109 7.16879645 8.74107795 14.33826670 8.02594570 8.31129920 7.47201004 -0.54203806 7.89470137 8.85886904 4.54544950 5.98155130 10.76547507 8.44098333 5.75260945 NA 13.46128793 7.94984247 11.86791090 -1.54203806 10.79058570 10.50613588 10.43025150 10.06115231 4.21288057 1.26531687 8.08552345 8.77439570 -0.54203806 -0.54203806 12.95290771 6.58727197 10.05371333 11.53263289 9.36412874 8.71301836 9.86791082 4.74339109 2.70591157 11.76476338 9.94130163 8.16189322 NA 10.53814091 4.50238153 12.38085275 6.77087264 5.66744370 2.85029937 NA -1.54203806 NA 0.04292445 13.22637250 13.37945870 10.09280074 12.61201659 -1.54203806 6.12332477 10.62603487 3.85030938 3.58726897 8.68078462 11.41491024 -1.54203806 16.99339033 10.35053250 NA 3.88425601 2.26534687 11.90248693 11.31129920 2.15843398 11.12741287 10.41980105 16.15932995 8.93169547 8.45939801 5.11620254 10.81444163 10.47618977 4.76176928 13.41477416 8.86631951 11.09053054 11.50902863 -0.54203806 8.57303325 10.87715980 7.06901468 -1.54203806 NA 0.77989004 6.54013889 11.61138335 10.49896426 -0.54203806 6.56651380 -1.54203806 8.32217559 0.45796194 11.11396754 1.04292445 12.63758776 9.18947842 9.96479310 5.31597191 13.05371335 7.17908901 8.82431185 11.18143729 9.29404011 9.09733031 10.94276974 4.18590618 14.01871057 10.94306421 1.04292445 9.22037180 8.16534872 8.66622400 11.87650114 8.43526938 11.07637517 8.61786082 1.62793363 10.47444973 3.74339648 0.15472000 0.72395000 3.65690000 1.25330000 -0.63197000 0.08406500 0.06093600 0.06093600 0.05181400 0.05181400 0.84534000 -0.61345000 -0.61345000 0.03467700 0.03467700 -0.01464100 -0.01464100 1.29530000 0.05679800 -0.59439000 -0.66643000 0.01279500 -0.01230000 -0.65771000 0.67957000 -0.06236100 0.01433000 -0.01794100 -0.07587800 -0.00027724 -0.62491000 0.04627500 0.15472000 0.15472000 -0.64095000 -0.62672000 -0.62672000 -0.62976000 -0.61355000 0.04216600 -0.59419000 -0.59419000 -0.59291000 -0.61604000 -0.61604000 -0.61604000 0.03792400 0.06093600 0.05063400 0.05181400 -0.61345000 0.03467700 -0.01161100 -0.01161100 -0.10552000 -0.58843000 -0.01464100 0.05679800 -0.65418000 -0.62208000 0.02820000 0.05101700 0.01279500 0.00000000 0.00000000 -0.01230000 -0.01230000 0.67957000 0.56403000 -0.06236100 -0.06236100 -0.63007000 -0.08120600 -0.08120600 -0.09182700 0.000 0.000 0.000 0.000 1.295 0.000 -0.594 0.000 0.000 0.000 0.000 0.000 0.000 -0.658 0.680 0.000 0.000 0.000 0.000 0.000 0.000 -0.630 0.000 0.155 0.155 0.100 0.714 -0.579 -0.579 0.637 -0.616 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.295 0.000 -0.594 0.000 0.000 0.000 0.000 0.000 0.000 -0.658 0.680 0.000 0.000 0.000 0.000 0.000 0.000 -0.630 0.000 0.155 0.155 0.100 0.714 -0.579 -0.579 0.637 -0.616 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 0.000 0.000 0.000 11.450397 -1.542038 10.473694 5.130416 10.940798 10.604539 9.347494 11.939158 11.329317 10.415454 12.068092 12.119768 7.858869 11.433300 11.217046 10.482090 4.959589 13.414774 9.438129 11.090531 10.817465 10.739630 11.172020 12.514514 12.930434 13.981460 1.042924 3.949843 9.637277 10.348254 10.4085455 12.2887029 9.5037492 1.6279336 11.8571340 9.7047302 13.7928907 9.3050469 9.1144144 9.6880100 9.8254044 12.4829561 8.9250449 9.1765225 9.7939381 9.3641287 10.7654751 10.4085455 9.1188770 6.1722355 11.7647634 3.5872690 10.4161798 10.0928007 5.7799189 5.4121854 3.8842560 9.5527271 0.4579619 8.9092007 10.6191215 11.0905305 11.5090286 10.1466771 10.8771598 10.9197249 6.7294522 8.1601624 9.0689499 11.1698717 4.1304120 5.2524043 11.1139675 11.4681681 9.9647931 11.9744284 10.2861262 10.5391402 9.0736192 10.9427697 8.1497334 10.4356273 11.3181067 -1.5420381 -1.5420381 6.1994564 8.5323587 9.0900762 9.7404989 7.9971484 10.6366545 5.7708713 TCGA-CV-7104 61 1 393 NA head and neck stage iva t2 n2b NA female 2000 NA no head and neck squamous cell carcinoma NA NA 8 white not hispanic or latino 1 3 1 2 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 6 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2.843581e-06 9.016233e-07 9.9489029 NA 10.3943140 3.2991567 4.7704644 10.5055052 1.8397178 7.1343462 8.9754344 15.8175521 7.3866196 8.6145122 7.6406253 3.1616459 9.8834360 8.1661545 5.0491777 5.5946112 5.7939219 8.8298293 -0.1602016 NA 9.7292292 5.4979380 11.4792920 NA 9.7337849 10.2554670 10.6128644 11.0143388 0.8397178 NA 3.2320467 9.1207628 NA NA 14.6961750 6.4835820 8.9651387 11.8753834 8.3495002 7.3672024 10.0158984 2.6470842 NA 13.5420061 13.2467937 8.6502968 0.4247071 11.3086037 8.7236821 12.2753954 7.5505313 7.1204961 4.1616539 NA NA 0.4247071 -1.1603628 16.3292115 17.0463060 10.3676908 13.2525596 NA 4.1251303 11.4366137 -1.1603628 1.1616297 9.2701778 11.3776715 NA 19.0179402 11.7868141 NA 0.4247071 3.2991567 11.9210421 11.2231595 5.7100901 11.3432553 10.0576829 15.9931880 9.6112146 6.0491777 2.0096338 10.6329221 9.7100899 7.3114005 12.0141828 9.4489038 10.2055008 12.1637650 -1.1603628 8.4246878 10.8878714 4.4246870 NA 1.4247071 4.2659919 6.0393972 9.1239708 10.8159313 -0.1602016 4.6470785 NA 6.9945435 NA 11.2005723 NA 12.7124962 9.0747463 11.2602118 4.7466137 13.0299357 4.2320390 8.1840209 11.4972669 7.2191036 9.5676456 8.5574017 10.5001668 11.3983851 11.7675031 0.8397178 8.9818321 6.7466164 8.4171542 12.2792964 7.7910098 13.3748183 9.2234295 -1.1603628 10.3430540 2.7466137 -0.03708200 -0.06852900 0.30393000 0.57113000 0.04429000 0.04429000 0.00000000 0.00000000 -0.50204000 1.04580000 1.03420000 0.14637000 -0.38302000 3.65690000 -0.51043000 0.05879500 0.03495900 0.01419000 0.01419000 -0.28893000 -0.28893000 -0.49120000 0.03087300 0.08927200 0.71396000 -0.53348000 -0.49256000 0.04570800 -0.05805800 -0.00912860 0.00069327 0.00069327 -0.03708200 -0.06719000 -0.06773100 -0.49590000 -0.49590000 -0.49590000 -0.49590000 0.08233200 -0.44189000 -0.44189000 -0.44189000 -0.49486000 -1.00680000 0.03016900 0.04429000 0.00000000 0.00000000 -0.50204000 -0.38302000 0.05922300 0.37561000 -0.03535900 -0.03535900 0.05879500 -0.50308000 0.01419000 -0.28893000 -0.28893000 0.04641700 0.04641700 -0.49120000 -0.06034500 -0.06034500 0.03087300 0.01880300 -0.94861000 -0.48932000 -0.53348000 0.00513590 -0.18848000 -0.08107300 -0.08107300 -0.06091200 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 0.000 -0.491 0.000 0.000 0.000 0.000 -0.489 -0.489 0.000 0.000 0.000 0.000 -0.493 0.000 -0.188 0.000 0.000 0.000 -0.496 0.135 0.000 -0.442 0.541 0.000 0.000 0.000 0.000 0.000 -0.502 0.532 -0.383 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 0.000 -0.491 0.000 0.000 0.000 0.000 -0.489 -0.489 0.000 0.000 0.000 0.000 -0.493 0.000 -0.188 0.000 0.000 0.000 -0.496 0.135 0.000 -0.442 0.541 0.000 0.000 0.000 0.000 0.000 -0.502 0.532 -0.383 0.000 0.000 0.000 10.5535413 0.4247071 9.2181500 8.3652459 11.8941599 12.0350897 11.1817998 11.7160502 8.9456337 9.3603439 10.5937776 10.5900134 9.5314686 10.9654615 11.4117148 10.2929958 3.6852113 12.0141828 8.5879181 10.2055008 10.5271008 10.5769725 10.2924710 12.2823435 11.6543397 5.7223677 2.1616620 3.6470842 8.3769437 9.3245480 11.621495 11.659904 11.889233 1.839718 11.461319 10.855489 15.025955 9.525350 7.405779 9.207140 9.058894 11.929176 7.728468 7.850953 10.771201 8.351478 5.793922 11.085575 8.007143 8.589595 13.542006 1.647084 10.732647 10.367691 5.363287 7.265990 5.179575 9.475443 -1.160363 8.808392 9.836199 10.205501 12.163765 11.256259 10.887871 11.922540 2.009634 7.265990 9.048959 12.670141 6.994544 4.049178 11.200572 11.263891 11.260212 11.434516 10.504172 9.629259 9.788822 8.557402 7.351478 9.907832 9.734543 3.839728 1.424707 6.087652 8.863119 10.100645 9.995808 7.148065 10.736436 4.161654 TCGA-CV-7177 82 1 663 NA head and neck stage ii t2 nx NA female 1999 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 4 2 3 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 2.647595e-06 9.475602e-07 10.2879163 NA 10.9117678 2.3065539 5.6890223 10.0566617 8.7846002 7.1358221 9.0879126 14.1924126 7.5972302 8.4907197 7.9043396 -0.5008302 8.4620940 8.0266750 4.9254631 5.6077239 3.8211285 9.3757150 2.6691175 2.8211183 12.3448840 6.6181388 11.4113388 1.8211387 11.2457123 10.8715189 10.9845241 10.7612928 1.0841323 1.0841323 5.1716232 8.0828074 -0.5008302 -0.5008302 13.3429228 6.1856981 10.0148978 11.5177459 7.5813467 8.6413051 11.1032878 2.9586385 -0.5008302 13.8168225 12.4396951 6.0841600 NA 10.8660665 9.2958704 12.1203341 7.4060885 4.6691232 0.4991698 NA NA -0.5008302 1.0841323 13.5458104 13.8571526 10.3057476 13.2749111 -0.5008302 3.9586293 7.4707418 1.4992208 3.1996409 9.3525074 11.5985458 -0.5008302 18.0464728 10.6691230 NA 3.1996409 4.0841578 11.9035412 7.6540159 3.0841663 11.3025703 10.1742728 16.0314321 9.4533943 7.1574096 3.8915164 9.7834437 9.6828333 6.8567504 12.4293531 8.9483465 11.0129255 11.6606448 NA 8.2772748 10.7195763 8.5490465 NA NA 3.5866567 6.4649819 9.7683246 9.7518634 1.0841323 0.4991698 8.1466562 6.5652864 0.4991698 10.8479261 6.6077224 12.8512414 8.9887049 10.2507421 1.8211387 13.0710691 7.1996380 8.2805578 11.0813400 10.0119384 9.2805576 10.4998388 7.8523447 13.5908813 10.6565449 2.4991953 10.9960517 9.5720004 9.3161815 12.4743294 8.4821916 11.1430541 8.7822863 0.4991698 11.4949651 1.4992208 0.00569190 0.04329900 0.72150000 0.16400000 0.03750000 0.03750000 0.60564000 0.60564000 -0.00055444 -0.00055444 -0.00055444 -0.61412000 -0.61412000 -0.61220000 0.55000000 0.07210900 0.07210900 1.10220000 0.01838300 -0.59653000 -0.59653000 0.01964300 -0.09723200 -0.00788630 -0.00788630 -0.08000800 1.05650000 0.51856000 0.04414800 -0.07502200 -0.03435900 0.56970000 0.00569190 -1.20860000 0.00944910 -0.62398000 -0.62398000 -0.62398000 -0.62398000 -0.02139100 0.02749700 0.02749700 0.02988800 -0.50862000 -0.50862000 -0.47480000 -0.04034500 0.60564000 0.58274000 -0.00055444 -1.22940000 0.57398000 -0.73222000 -0.01395300 -0.01395300 -0.20709000 -0.63415000 -0.02288100 -0.62347000 -0.59653000 -0.63481000 0.54277000 -0.65873000 1.10290000 1.02430000 -0.09723200 -0.09723200 -0.00788630 -0.00788630 -0.08000800 -0.08000800 -0.04685400 -0.03558500 -0.03558500 0.04414800 0.000 0.000 0.000 0.000 1.084 0.000 -0.597 0.000 0.000 0.000 1.024 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.057 1.057 -0.158 0.000 0.000 0.000 -0.624 0.000 0.000 0.000 0.220 -0.254 0.000 0.000 0.606 0.606 0.000 0.000 -0.038 0.574 0.000 0.000 0.000 0.000 0.000 0.000 1.084 0.000 -0.597 0.000 0.000 0.000 1.024 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.057 1.057 -0.158 0.000 0.000 0.000 -0.624 0.000 0.000 0.000 0.220 -0.254 0.000 0.000 0.606 0.606 0.000 0.000 -0.038 0.574 0.000 0.000 11.6200838 NA 10.8244472 4.1996409 11.3657042 11.8482027 10.8545490 11.4306742 10.5978880 9.8611417 13.7035398 11.6656749 7.3757146 11.7077371 11.6921072 10.4015731 3.7395133 12.4293531 9.0030237 11.0129255 11.5813470 10.2448723 10.8283496 12.3919456 12.9282738 11.7915196 -0.5008302 1.4992208 9.4577506 9.8567500 11.2711000 12.6249343 11.7825757 1.0841323 11.2436114 10.8188700 14.5345972 9.1448563 7.9000776 9.5919550 9.0422298 11.8362623 8.8043476 8.1856986 10.6464029 8.4707414 3.8211285 11.4398786 8.8211260 7.0069925 13.8168225 3.7471296 10.5277947 10.3057476 6.1574096 4.4060876 2.4991953 9.7892169 NA 8.3818410 10.5408571 11.0129255 11.6606448 10.8796590 10.7195763 11.1707390 NA NA 8.3343010 9.7316189 7.3000981 6.2540857 10.8479261 11.3974214 10.2507421 12.0647761 10.0050094 9.8120809 8.5326209 10.4998388 8.0148975 9.5381169 11.0619174 0.4991698 -0.5008302 8.3097696 7.5965454 9.8132146 10.4202950 8.5544803 10.1239935 4.5435949 TCGA-CV-7178 64 1 2166 NA head and neck stage iva t4a n2 NA female 2000 NA NA head and neck squamous cell carcinoma NA NA 4 white not hispanic or latino 1 3 2 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 3.259715e-06 1.283079e-06 8.953907161 -0.594007640 11.696931545 5.226227208 5.789752722 10.753116359 0.406101238 7.137367240 9.271008671 16.305529557 7.800511679 8.257797962 8.604493926 0.406101238 9.431188348 8.922733644 5.139539074 6.127148311 10.256626219 7.716661725 0.406101238 NA 12.438783251 5.605722478 11.927649165 2.406046800 10.837546336 10.930100623 10.142027771 10.037680510 1.575989948 3.872346139 4.897903526 8.581561022 NA NA 13.498847138 6.251539218 9.617237314 11.828244920 8.615502005 7.522392429 10.770183355 3.798361630 NA 13.052269887 13.872125176 7.522392429 -0.008972553 11.318750952 6.037588683 12.526286585 6.147516330 8.390467355 -0.594007640 -1.593789891 0.727964007 1.575989948 1.575989948 15.682847408 16.888859350 9.589684101 12.807594915 0.406101238 4.815437096 10.610314160 1.991027447 2.653977179 9.040859836 11.058221439 2.653977179 18.573653067 11.665056324 -0.594007640 2.991009301 3.575977850 11.863557847 10.326773715 4.897903526 11.086107092 9.813847554 15.977897626 9.508024304 8.015227699 6.477510579 11.394555888 10.249184578 6.300866851 12.519000462 8.323420962 11.916565653 10.999439861 -1.593789891 8.691450764 11.118145750 5.472136803 4.288690772 -0.594007640 6.360244866 7.787591792 9.347829952 10.343422591 0.727964007 3.727974895 NA 8.686819496 NA 10.730229300 5.575974826 13.799707304 9.347074303 11.353503043 3.106482330 12.820337546 3.691455998 7.889864706 10.820205374 9.271008671 9.134819542 10.310322055 11.527905939 11.894265433 11.144985425 0.406101238 10.660191597 7.092548913 8.155918187 11.377412656 8.551980820 11.657826966 9.477510984 -1.593789891 11.919899653 1.213378391 0.46195000 0.91057000 0.82431000 1.17430000 0.46707000 0.46707000 -0.01477800 0.83510000 -0.02630400 3.65690000 1.39830000 0.40661000 -0.01377700 -0.01377700 -0.00816240 -0.01986300 3.21330000 0.38370000 -0.00180140 0.46913000 0.46913000 0.51542000 -0.00817810 -0.01965100 -0.00249380 -0.01078400 0.78794000 0.48354000 0.44155000 0.00019918 0.01726400 1.14970000 -0.02123500 -0.04061600 -0.01078400 -0.44348000 -0.43594000 -0.44426000 -0.44975000 -0.01395300 0.00138680 0.00138680 -0.01009400 -0.00926660 -0.00926660 -0.00926660 -0.00747200 0.83510000 0.83510000 -0.47459000 -0.01377700 -0.01377700 -0.45286000 -0.45286000 -0.01326400 -0.01986300 -0.02425100 -0.00741040 0.46913000 0.46913000 0.84317000 0.84317000 0.51542000 0.41429000 0.41429000 -0.00817810 -0.00817810 -0.00069303 -0.03653800 -0.96689000 -0.02534600 -0.01106000 -0.09459200 -0.09459200 0.44155000 -0.453 0.000 0.000 0.000 0.000 0.000 0.469 0.843 0.515 0.000 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.132 0.484 0.484 0.000 0.418 0.441 0.000 0.389 0.824 0.000 0.000 0.384 0.000 0.000 0.000 1.762 0.835 0.000 1.398 0.000 0.000 0.000 0.442 -0.453 0.000 0.000 0.000 0.000 0.000 0.469 0.843 0.515 0.000 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.132 0.484 0.484 0.000 0.418 0.441 0.000 0.389 0.824 0.000 0.000 0.384 0.000 0.000 0.000 1.762 0.835 0.000 1.398 0.000 0.000 0.000 0.442 11.0881655 2.2134095 9.6356606 5.3008669 11.8588048 12.0960227 7.8634293 10.8154397 9.9148339 9.7132495 11.2999190 12.6770010 8.3353073 10.9036511 8.7041111 10.0193778 5.8693286 12.5190005 9.9227336 11.9165657 10.8848184 10.8349323 10.9291206 13.5120198 12.4453105 8.5583335 0.9910274 1.8654834 8.9227336 9.8484740 10.532753221 12.513102276 11.313502773 2.653977179 11.782581143 11.355145856 14.816184677 10.282565716 7.714387719 9.144985488 10.118575682 12.375615118 9.519081082 7.300866851 10.088604479 9.899904137 10.256626219 11.135032086 9.335307051 7.739204092 13.052269887 4.472136803 10.912852146 9.589684101 7.770183520 6.360244866 2.106482330 9.723461291 1.213378391 9.871104836 9.310683438 11.916565653 10.999439861 10.540475058 11.118145750 11.691306414 5.276414777 5.493512844 10.065152615 11.452831687 6.741438672 3.832312821 10.730229300 11.132905491 11.353503043 12.141604740 10.113839167 10.550706966 9.742555339 10.310322055 8.888856773 8.069606582 10.628541777 2.213409499 -0.008972553 1.406046800 9.007355306 9.590304284 10.517836479 8.657531042 9.724591443 5.133970336 TCGA-CV-7180 34 1 327 NA head and neck stage ii t2 nx NA male 1996 NA NA head and neck squamous cell carcinoma NA 1987 0 white not hispanic or latino 1 3 2 1 3 3 3 1 4 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.941958e-06 6.588786e-07 7.0047789 NA 10.0751677 NA -0.8089428 9.8429458 7.8167059 3.6504314 8.8651895 15.7708140 6.7684265 7.2078060 8.2916597 NA 9.0270476 8.5463481 5.0978889 4.5833145 10.3882139 7.4198161 NA NA 2.1909941 5.1682770 11.2903450 2.9983580 10.8217194 10.4335759 10.7721978 10.1371725 NA 0.1910572 0.7759355 8.1701078 -0.8089428 NA 13.0457682 2.5129348 10.0411841 10.8625383 8.7532395 2.7759566 13.0198279 1.9983399 NA 12.9213612 12.0831605 8.7047247 0.1910572 12.1509992 9.2455608 11.7121069 5.6987908 5.9324652 -0.8089428 NA -0.8089428 2.7759566 1.1909941 14.1518571 14.6965303 11.3346993 12.1695290 NA 1.7759776 11.7794777 NA -0.8089428 8.1276353 11.1349771 NA 19.6351569 9.2353913 NA -0.8089428 NA 11.8273953 6.2133648 3.1909941 10.8252048 10.8298856 15.1544126 9.1068767 5.1451924 3.7145642 11.1909972 10.0544092 2.3609261 12.3285904 7.4389249 11.1839355 10.5876020 NA 8.4341712 10.5741615 2.9983580 NA NA 3.0978804 6.5485491 8.8258082 7.8020219 -0.8089428 -0.8089428 NA 6.1451944 -0.8089428 10.9358311 NA 13.5572511 9.3130227 10.5945419 3.4389182 13.4287300 -0.8089428 7.8563334 11.2691480 10.8103002 9.6183101 9.6697668 7.9657843 5.6987908 10.4919217 -0.8089428 10.4763994 5.8492087 7.9951283 11.2781285 8.5308472 12.6100357 8.0427461 NA 11.4870531 NA 0.000000 0.000000 0.153970 0.305050 -0.072007 -0.072007 1.102600 -0.189110 0.135690 0.135690 0.135690 -0.309440 -0.306390 0.123440 0.123440 0.076710 0.076710 0.039761 0.039761 2.604400 0.043157 0.092605 0.084498 0.110520 0.110520 -0.122780 0.116380 0.116380 -0.029311 -0.096839 -0.542900 -0.083333 0.000000 0.000000 0.000000 -0.311550 -0.311550 -0.311550 -0.311550 0.120050 -0.296990 -0.296990 -0.296990 -0.307210 -0.307210 -0.307210 -0.087350 -0.189110 -0.189110 0.135690 -0.306390 0.123440 0.038489 0.038489 0.038489 -0.095620 0.076710 0.039761 -0.281320 -0.281320 -0.318210 0.128590 0.092605 0.113160 0.113160 -0.345950 0.084498 -0.315760 -0.315760 -0.122780 -0.122780 -0.321820 -0.029311 -0.029311 -0.029311 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.143 0.000 0.113 0.113 -0.346 0.000 0.111 -0.205 -0.123 -0.123 0.000 0.000 0.116 0.116 -0.322 -0.124 0.000 0.000 -0.152 0.159 0.120 -0.169 0.305 -0.307 0.000 0.000 0.044 -0.189 0.136 0.136 -0.306 -0.183 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.143 0.000 0.113 0.113 -0.346 0.000 0.111 -0.205 -0.123 -0.123 0.000 0.000 0.116 0.116 -0.322 -0.124 0.000 0.000 -0.152 0.159 0.120 -0.169 0.305 -0.307 0.000 0.000 0.044 -0.189 0.136 0.136 -0.306 -0.183 0.000 0.000 10.777837 NA 9.863255 4.320282 11.812820 12.037461 10.859882 12.306691 6.410166 9.792768 11.543592 11.348344 7.309938 10.563318 12.642208 10.126899 4.903593 12.328590 9.368417 11.183936 10.716029 9.874869 10.967019 13.055943 13.220888 9.053635 NA 2.512935 9.296906 9.740782 11.1213650 12.0462551 10.9878480 0.1910572 11.2388028 11.2830936 13.3734684 10.0520841 5.4763979 8.6968086 8.6928345 11.1448299 9.5761155 8.4174095 10.4022772 8.4436626 10.3882139 10.7603782 7.9458845 7.1393641 12.9213612 3.3609261 10.0812615 11.3346993 5.6828514 6.0364879 NA 9.6099040 NA 8.7340291 7.3559043 11.1839355 10.5876020 10.0167511 10.5741615 11.1636181 NA NA 7.1038868 8.7417440 7.4198161 -0.8089428 10.9358311 11.5205133 10.5945419 12.7691340 10.4525045 11.2587677 8.4053164 9.6697668 7.1098609 10.6758201 9.9935136 1.9983399 NA 5.1217366 7.9319247 8.8330488 9.9172154 7.8983565 10.2306017 4.5485476 TCGA-CV-7183 53 0 NA 3981 head and neck stage ii t2 n0 NA male 2002 NA no head and neck squamous cell carcinoma NA 1979 0 white not hispanic or latino 3 3 2 1 3 3 3 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.837924e-06 5.895229e-07 7.6489270 NA 10.1625509 1.2310637 3.3185338 9.6677862 9.2617419 1.8160262 8.5597495 15.0582437 7.7388691 8.6212435 7.3808221 NA 8.6447024 9.8622518 5.2083534 3.1379625 6.6740185 7.8928530 NA NA 8.6447024 3.9859649 10.7678076 2.0384362 10.5709247 10.1236174 11.0882781 10.0480582 NA NA 2.8160467 8.9912789 -0.7688134 NA 14.1851346 6.6233914 9.3795512 11.2352951 8.5048702 4.8457861 12.4167244 2.6905065 NA 12.7668360 12.6825434 9.4550763 NA 11.9180128 13.6866504 12.5839457 6.2423014 7.5930183 NA -0.7688134 -0.7688134 1.2310637 NA 14.4084930 14.3608411 11.0971945 12.9409124 NA 4.5530041 11.3603577 0.2310637 1.5530164 8.7856637 10.9598455 NA 20.1930563 8.6573395 NA 0.2310637 -0.7688134 12.0075077 7.1075916 7.5348553 10.9854987 10.4919942 16.2431426 9.2381018 3.4789977 2.4010024 11.2296651 9.9547356 5.4790009 12.7274291 7.4307469 11.2321309 12.1883581 NA 7.8567834 11.2775166 4.9859603 NA NA 3.6905065 6.6233914 8.6255375 9.5199407 NA NA 0.8160672 7.1794424 0.2310637 11.0867218 NA 13.1165804 9.8783532 11.2018996 0.2310637 14.1568145 1.5530164 7.2366992 11.3779615 9.2366992 9.6996988 9.8328454 11.5277041 9.2423019 10.9197621 0.2310637 9.6698665 5.4598939 8.7760392 12.0783278 8.7088328 11.4380890 8.2863572 NA 12.2954806 -0.7688134 -0.00013862 -0.00013862 0.00346870 -0.00055900 -0.00180140 -0.00180140 0.04400700 0.04400700 -0.07173900 -0.07173900 0.14474000 0.00346870 0.00346870 0.00346870 0.00346870 0.00235810 0.00235810 -0.00249380 -0.00249380 -0.00678130 -0.00678130 0.00444110 -0.00138580 0.00166420 0.00166420 -0.00761010 0.00555290 0.00555290 0.01460900 0.00249690 0.00249690 0.02328600 -0.00013862 -0.00013862 -0.00013862 -0.00064674 -0.00064674 -0.00064674 -0.00064674 -0.00498440 -0.00498440 -0.00498440 -0.00498440 -0.00055900 0.00000000 0.00000000 0.00097064 0.04400700 0.04400700 -0.07173900 0.00346870 0.00346870 -0.00193660 -0.00193660 0.00083195 0.00235810 0.00235810 -0.00249380 -0.00678130 -0.00678130 -0.00124730 -0.00097017 0.00444110 0.00569190 0.00569190 -0.00138580 -0.00138580 0.00166420 0.00166420 -0.00761010 -0.00761010 0.00221930 0.00719440 0.00719440 0.01460900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.137 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.137 0.000 0.000 0.000 0.000 10.673500 NA 9.469826 5.208353 11.203696 11.884144 12.449789 12.460494 9.566465 10.323832 11.382725 10.920199 7.800930 10.629818 12.447972 9.986797 3.594943 12.727429 9.318538 11.232131 10.531999 9.971699 10.981782 13.008176 12.468135 9.510685 NA 1.231064 9.233890 9.445394 10.6714247 11.9794772 11.2022590 1.2310637 11.3677454 10.8731264 14.7839536 10.7999808 6.2971639 8.7068082 8.3782797 12.0021514 7.9487509 7.9245613 10.5625514 8.1706537 6.6740185 10.7794149 8.3025370 4.7229305 12.7668360 1.2310637 10.1845436 11.0971945 5.6233928 3.7546417 NA 10.3978654 -0.7688134 9.1121887 7.1319413 11.2321309 12.1883581 11.1816306 11.2775166 11.1896274 -0.7688134 NA 7.0952609 8.8586086 5.0384274 1.5530164 11.0867218 11.7408497 11.2018996 12.5500411 10.4754385 10.2381020 8.3551960 9.8328454 6.7467750 10.3814566 9.9228182 0.8160672 NA 8.3132236 7.0502960 10.0512537 10.0496569 7.2644980 10.0050381 4.4790042 TCGA-CV-7235 67 0 NA 2347 head and neck stage ii t2 n0 NA male 2007 NA yes head and neck squamous cell carcinoma 97.5 1952 NA white not hispanic or latino 2 4 3 2 2 3 2 2 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.849238e-06 1.491146e-06 9.5591704 NA 11.5327022 4.8360099 5.0084779 10.5578694 1.4437127 5.7656223 8.3405302 16.3138974 8.3037456 8.2765832 7.9003899 -1.1411437 9.1625114 8.3822929 4.5866507 5.8129269 4.8129294 8.1441331 0.8586972 NA 13.1930040 5.8129269 11.5997763 -1.1411437 9.8601389 10.4944488 10.4839829 10.8842164 NA 1.0883452 4.7656196 7.8381557 NA 5.0875477 14.8514921 7.6001976 8.8041746 11.6816998 8.5643629 8.5187267 12.0502527 4.6660862 -1.1411437 13.4636893 12.9456133 8.8810987 -0.1413028 8.4190635 5.8157163 14.1221833 7.6820978 7.5417255 3.1066666 NA NA 1.6660748 -0.1413028 16.8395110 16.6546911 10.2408143 12.3537113 NA 3.8587270 9.0547180 -0.1413028 3.7167166 8.7761027 11.6969498 -1.1411437 17.4416922 11.7040247 NA 2.5591736 3.9880120 11.4621252 8.5133668 6.8921542 11.6779279 10.3857189 15.7324632 9.8949043 2.4436862 6.4953546 10.3130301 10.0791090 6.1255168 13.1781241 8.8866367 12.8617215 11.7592202 5.5591706 8.7321749 11.7269745 7.4436928 -0.1413028 NA 3.0286575 7.6202822 9.2797436 9.2283281 -1.1411437 1.1806571 NA 7.8921536 NA 11.4789505 3.0286575 12.8382452 9.0509002 10.4660611 3.9031251 13.2277145 5.4586445 7.9435393 11.2410846 7.4017627 9.9335412 10.5895447 6.1985806 12.4244278 10.9058546 -1.1411437 11.6285686 6.7042204 8.9944400 11.2744725 8.2574746 12.4354512 8.9072176 NA 10.6215280 0.8586972 -0.2696100 1.3159000 -0.0943910 1.1495000 0.4473200 0.4473200 0.3786600 0.3786600 -0.2882200 0.4231800 0.4183100 -0.2709300 -0.2709300 1.0253000 0.3669300 -0.2202200 3.3990000 -0.2451200 0.0000000 -0.2556400 -0.2643200 0.4490100 -0.0859880 0.1089100 -0.1127300 0.1199100 1.6647000 -0.2489700 0.6446900 0.1238800 0.1070100 0.9393600 -0.2696100 -0.2696100 -0.0030475 -0.0943910 -0.0943910 -0.0943910 -0.0943910 -0.1039500 0.0897060 0.0897060 0.0807680 -0.1241800 -0.1241800 0.0902850 0.4473200 0.3786600 0.3786600 -0.2882200 -1.0409000 -0.2213300 -0.2585400 0.0214630 0.0214630 -0.2202200 -0.2640800 0.0888370 -0.2556400 -0.2556400 -0.0353120 -0.0353120 -0.2224400 -0.2427700 -0.2427700 -0.0859880 -0.0859880 -0.2347200 -0.2347200 0.1199100 -0.2673300 -0.2534100 -0.6080600 -0.6544600 0.6446900 0.000 0.000 -0.096 0.124 0.000 0.000 -0.256 0.000 0.227 -0.243 -0.243 0.000 0.000 -0.235 -0.235 0.120 0.120 0.114 0.114 -0.249 -0.249 -0.237 0.000 0.400 0.400 0.000 0.000 -0.104 0.000 0.127 0.003 0.188 -0.260 0.379 0.379 -0.288 0.418 0.096 0.367 -0.608 0.037 0.000 0.000 -0.096 0.124 0.000 0.000 -0.256 0.000 0.227 -0.243 -0.243 0.000 0.000 -0.235 -0.235 0.120 0.120 0.114 0.114 -0.249 -0.249 -0.237 0.000 0.400 0.400 0.000 0.000 -0.104 0.000 0.127 0.003 0.188 -0.260 0.379 0.379 -0.288 0.418 0.096 0.367 -0.608 0.037 12.1507647 1.1806571 11.0266286 6.1255168 10.4166730 12.5089814 7.4094775 11.1704791 11.2448626 10.0742638 12.9342099 13.2696457 8.8880181 10.5879266 11.6121564 10.0754766 6.4151603 13.1781241 9.4133195 12.8617215 11.4085154 11.0423661 12.0220659 14.4333423 13.4111266 6.4361602 -0.1413028 4.7413753 8.8657580 10.4989756 11.191606 12.427281 12.205106 2.666075 12.055333 10.753927 15.110526 9.005936 6.998282 9.598511 9.249974 13.490419 8.059212 9.401762 9.830993 8.581538 4.812929 11.117885 10.117297 8.041125 13.463689 2.666075 10.313544 10.240814 7.120826 7.043606 5.334465 10.205244 1.443713 8.977672 9.816558 12.861721 11.759220 11.189368 11.726975 11.590262 6.659631 7.194122 9.677313 10.175578 5.048554 8.046083 11.478951 11.542164 10.466061 12.447797 10.373445 9.855204 9.962674 10.589545 8.560903 10.984790 11.287091 5.068185 2.180657 3.559174 10.080578 9.991230 9.328372 6.818733 9.859435 4.382294 TCGA-CV-7236 77 1 144 NA head and neck stage iva t3 n2c NA female 2007 NA NA head and neck squamous cell carcinoma NA NA 6 white not hispanic or latino 3 1 1 2 2 3 1 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.213724e-06 6.935564e-07 10.0532832 1.5400273 10.6606110 2.5400521 4.7099743 10.2832005 2.4469443 6.3082334 8.7062121 15.7403060 7.0984701 9.1584345 7.9063711 3.0636065 9.1390320 8.1928939 4.8187790 5.1399606 8.2265495 8.5885359 1.1249898 1.3473822 10.6862995 8.5428639 11.2758166 5.3729382 10.4476909 10.1113277 10.6111763 10.4333506 0.5400273 0.1249898 4.5624195 9.7278342 -1.4599727 0.8619554 14.1042879 6.8068357 9.0044008 11.5056530 8.0927180 7.9085553 12.2218366 3.0636065 1.7099523 13.2540799 14.8382907 9.6041182 2.3474105 10.7912356 8.8174528 11.9253723 5.5844424 7.5258911 6.9366544 -1.4599727 NA 0.5400273 -1.4599727 15.1346504 15.4706424 10.6547675 13.2757109 -1.4599727 3.6693330 10.4092574 0.5400273 3.8975986 9.4978766 11.2289550 0.8619554 18.2059349 11.1579757 -1.4599727 1.9994950 3.7099743 11.9439931 7.7519377 2.5400521 11.5936696 10.1450655 16.3919140 9.6596387 6.9871321 4.5173261 10.6827944 10.9353154 6.2404880 12.0038991 7.8754397 11.9000731 12.5973640 1.1249898 8.2662675 11.0975128 7.9974302 0.8619554 2.8619752 4.8254498 6.8798993 9.9014447 10.0096909 0.1249898 5.7099743 NA 6.5568570 1.8619951 10.9746774 NA 13.1313961 10.0466988 11.1494587 6.8346695 13.2112584 6.1982604 8.4303133 11.3236613 8.5526737 10.0438749 9.3142103 10.2217268 12.3480077 11.7730695 1.1249898 11.1721355 6.6485733 8.6354461 12.2279715 8.0733790 11.4289826 8.7856019 0.5400273 9.9350476 2.3474105 -0.0222350 -0.0222350 0.2853300 -0.0488830 -0.0132640 -0.0132640 3.6569000 0.0000000 -0.2597400 0.2607500 0.2607500 -0.2576900 -0.2576900 -0.2576900 0.2431100 0.0080567 0.0080567 0.0073609 0.0073609 0.0086135 0.0086135 0.0755590 0.0744080 -0.2306700 -0.2306700 0.0012481 0.0075000 0.0075000 0.2333400 -0.0193660 -0.0193660 0.0049969 -0.0222350 -0.0222350 -0.0222350 -0.2560000 -0.2558900 -0.2628300 -0.2628300 -0.2630000 0.0987060 0.0987060 0.0987060 -0.0488830 -0.0488830 -0.0488830 -0.0132640 0.0000000 0.0000000 -0.2653500 -0.2576900 0.2431100 -0.0254830 -0.0254830 -0.0434660 0.0080567 0.0080567 0.0073609 0.0086135 0.0086135 0.0054139 0.0054139 0.0755590 -0.1360000 -0.1360000 0.0744080 0.0744080 -0.2306700 -0.2306700 0.0012481 0.0012481 0.0011093 -0.1509300 -0.1509300 -0.1509300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 0.000 0.000 -0.231 -0.231 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.032 0.285 -0.263 0.000 0.000 0.000 0.000 0.000 0.265 0.000 -0.260 0.001 -0.258 0.243 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 0.000 0.000 -0.231 -0.231 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.032 0.285 -0.263 0.000 0.000 0.000 0.000 0.000 0.265 0.000 -0.260 0.001 -0.258 0.243 -0.151 -0.151 11.584102 1.999495 10.018819 5.923753 12.110142 15.749134 11.212695 11.750568 9.051802 9.537228 11.105389 11.916446 7.811512 10.864230 11.179164 10.280251 4.863061 12.003899 9.099426 11.900073 11.394138 10.466345 11.382007 13.279824 12.832251 7.514464 -1.459973 3.398036 9.846680 9.289081 11.2855134 12.0644684 10.6231960 1.3473822 11.7583096 10.9663139 14.8913704 9.4333507 6.9705017 8.5258911 9.3401401 12.1873951 9.5557638 8.6141905 10.5683006 8.9334396 8.2265495 11.3937485 8.2679697 8.1547589 13.2540799 3.0636065 10.2287366 10.6547675 5.5287338 6.2474073 1.1249898 9.5115926 NA 9.5022222 11.0927182 11.9000731 12.5973640 11.1318052 11.0975128 11.7885697 5.0157830 -1.4599727 8.2747080 11.7326502 7.3665976 5.4348684 10.9746774 11.7814365 11.1494587 11.8553402 10.2903374 10.2911747 9.7980262 9.3142103 7.6641706 10.0137548 10.4188664 1.8619951 -0.4599727 7.6511845 9.0497549 9.9767607 10.3111258 6.7879770 10.4611462 5.8887773 TCGA-CV-7238 69 0 NA 1444 head and neck stage ii t2 n0 NA female 2007 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 1 3 3 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 7 0 0 0 0 0 0 0 0 7 0 0 1.872602e-06 7.282342e-07 9.5656910 NA 10.1104529 3.0907349 5.3277700 10.4997166 7.4731992 7.7564042 8.9803424 15.4349332 6.7964446 8.0992920 7.9054267 -1.3015148 8.9569784 7.7263183 4.6984130 5.8379634 5.2530022 7.3708373 1.5057893 -1.3015148 7.9344263 7.2682678 10.8977780 2.5057639 10.3057427 9.9970478 9.9780230 10.7688688 -0.3015148 -1.3015148 4.0907264 9.1060944 NA NA 13.4100256 6.5313019 9.2150381 10.8405194 8.4944520 7.3020384 10.9555055 4.6291526 NA 10.9472294 13.3772875 9.3341305 -0.3015148 10.9365185 6.0666575 11.5448822 8.6913506 7.3204639 4.4533003 0.2833292 2.7858853 -0.3015148 0.2833292 16.2523488 16.3941825 10.6906426 12.7012274 0.2833292 4.2529984 11.4717577 0.6983963 3.2833736 9.4424053 11.2205034 1.2833884 18.2282032 11.2457889 NA 2.6984185 1.2833884 11.4182290 11.3181738 4.8683361 10.8245457 10.2918035 15.4558805 9.3368482 6.4863154 3.9078617 11.2677933 9.8956291 5.9175797 11.7445866 8.5733938 10.6306271 10.8544954 NA 8.5932301 10.9915966 6.6467790 NA 1.5057893 6.8683374 7.4195119 9.1578441 11.3064361 1.8683312 4.9463379 3.0907349 6.7040364 NA 9.5977693 -0.3015148 12.8431502 9.3063714 10.6573275 4.7645001 12.9132627 6.6984130 8.3186323 11.4744341 7.9953285 8.9380108 10.2083753 12.6357862 10.7458771 11.1314761 0.6983963 8.8832878 6.4993118 9.4365046 11.8074268 8.7577567 11.8443445 9.1444617 2.5057639 10.3659675 2.0203422 -0.01505400 -0.01505400 0.27017000 -0.01986300 0.00083195 0.00083195 0.04996600 0.04996600 -0.15899000 0.39313000 0.39313000 -0.14065000 -0.14065000 1.55540000 0.08623300 -0.00006175 -0.00006175 0.00027728 0.00027728 0.00110930 0.00110930 0.04089200 0.04783600 -0.06370300 -0.06370300 -0.02370300 0.00847430 0.00847430 0.01852300 -0.00820190 -0.00820190 0.00402430 -0.01505400 -0.01505400 -0.01505400 -0.16383000 -0.16383000 -0.16383000 -0.16383000 -0.16294000 -0.00470790 -0.00470790 -0.00470790 -0.01986300 -0.01986300 -0.01986300 0.00083195 0.04996600 0.04996600 -0.15886000 -0.14065000 0.06384900 0.00000000 0.00000000 0.00000000 -0.00006175 -0.00006175 0.00027728 0.00110930 0.00110930 0.15547000 0.15547000 0.04089200 -0.02288100 -0.02288100 0.04783600 0.04783600 -0.06370300 -0.06370300 -0.02370300 -0.02370300 0.04939800 0.01852300 0.01852300 0.01852300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.106 0.270 -0.158 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.159 0.234 0.025 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.106 0.270 -0.158 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.159 0.234 0.025 0.165 0.000 0.000 11.190766 NA 9.788220 5.993033 11.299022 11.053474 10.695592 11.315650 9.198258 10.046034 10.702633 11.264942 8.082117 10.424205 10.755727 10.058162 5.145828 11.744587 8.372605 10.630627 10.844663 9.839881 11.390592 12.710052 12.637992 6.927232 1.020342 3.907862 10.047694 8.933230 10.147045 12.501837 11.551332 1.505789 11.302270 10.407065 13.688382 9.957567 7.264466 8.557947 8.734586 12.059122 7.986125 8.338658 10.804648 9.306667 5.253002 11.215590 8.651154 8.551722 10.947229 3.983814 10.989871 10.690643 6.073452 7.584109 2.946338 10.069644 -1.301515 9.315880 8.800388 10.630627 10.854495 9.993607 10.991597 11.139541 4.157844 3.342270 8.342052 12.765511 8.781892 6.190265 9.597769 11.341141 10.657327 11.807753 10.581437 10.117319 9.567235 10.208375 7.593230 10.853547 10.148077 4.652607 4.652607 4.453300 10.143329 9.153739 9.968708 7.225889 10.265893 5.342270 TCGA-CV-7242 60 0 NA 1095 head and neck stage ii t2 n0 NA female 2008 NA NA head and neck squamous cell carcinoma 40 1971 0 white not hispanic or latino 2 2 3 3 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 9.085589e-06 2.358092e-06 8.4268463 NA 10.4478476 -0.5955328 2.5743922 10.3433229 9.6004656 7.1526712 8.8401488 15.6175257 7.5182204 6.7881832 8.1576951 5.7967950 9.7941097 8.4719129 4.9543033 5.8474207 11.8485874 8.7476640 1.2118221 -1.5955328 3.8639087 6.8432704 11.6553690 NA 10.5986197 10.6154541 11.0857168 10.5411492 -0.5955328 4.2345780 2.6523947 9.4550210 3.4488745 NA 14.1682095 7.6712651 9.4664571 11.5733072 8.3278059 5.2499686 12.2141461 6.0769032 2.5743922 11.6556649 11.7468310 8.9856789 3.8963300 11.6131700 8.4887684 12.1255776 7.8053576 6.4323849 5.0769054 NA -1.5955328 1.2118221 2.6523947 15.2850635 16.0432179 10.2130404 12.8525302 -1.5955328 5.3469923 10.6010806 0.7263953 2.1049069 9.6066023 11.5382629 2.2118221 17.3397960 11.4242429 NA 0.7263953 3.8307421 11.8889237 7.7353956 4.8963300 11.2994420 10.0992715 15.3466149 9.7576252 7.3113687 3.0483408 10.5973877 9.9842658 5.9280410 14.1353598 9.2310270 10.3425877 11.0118088 NA 8.6151499 10.6950733 8.0733634 -1.5955328 -1.5955328 4.8138684 7.3233412 9.4972355 9.9102900 3.6524062 6.7353949 1.2118221 7.6782741 2.5743922 10.1328241 7.9260789 12.3160577 9.5285092 8.7675181 4.4268484 12.6897362 3.4488745 8.7565220 10.7716201 8.3158705 8.8000127 9.8026075 8.6041507 10.1956413 10.1585308 3.8307421 11.2029503 7.7286593 8.3263194 11.8224628 8.1627015 11.8150623 8.7241506 -0.5955328 11.6633389 1.8638988 0.1376100 0.1388000 0.6425400 0.6117200 0.0134920 0.0134920 3.6569000 -0.0598070 0.1070100 -0.3609000 0.4144600 -0.3567000 -0.3567000 -0.3567000 0.0672320 -0.0096806 -0.0096806 0.1395600 0.1441400 -0.3508800 -0.3508800 0.1337600 -0.0105080 0.0101460 0.0186630 -0.0283550 0.1249100 0.1249100 -0.0381700 0.0000000 -0.5710100 -0.0026443 0.1376100 0.1388000 0.1388000 -0.3690600 -0.3690600 -0.3690600 -0.3690600 -0.3718900 0.1533800 0.1533800 -0.1644700 -0.3659000 -0.3659000 -0.3659000 0.0134920 -0.0598070 -0.0598070 0.1070100 -0.3567000 0.1115500 -0.1438700 -0.1438700 -0.1438700 -0.0096806 -0.0096806 0.1441400 -0.3587400 -0.3587400 0.0891010 0.0736900 -0.3769600 0.1203500 0.1203500 -0.0105080 -0.0105080 -0.5112500 -0.5112500 -0.0283550 -0.0283550 -0.3635200 -0.0381700 -0.0381700 -0.0381700 -0.144 -0.144 0.000 0.000 0.144 0.144 -0.351 0.000 -0.377 0.120 0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.125 0.125 -0.364 0.000 0.138 0.138 -0.238 0.131 -0.219 0.153 -0.366 -0.366 0.000 0.000 -0.373 0.000 -0.254 -0.361 -0.357 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.144 0.144 -0.351 0.000 -0.377 0.120 0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.125 0.125 -0.364 0.000 0.138 0.138 -0.238 0.131 -0.219 0.153 -0.366 -0.366 0.000 0.000 -0.373 0.000 -0.254 -0.361 -0.357 0.000 0.000 0.000 10.8585207 -0.5955328 10.6221636 5.3702619 10.8697898 14.2880637 11.7314696 12.4015697 8.5542254 9.7686131 12.1034001 12.2122358 8.3278059 10.8188994 11.7214670 10.9731472 5.0744969 14.1353598 10.0782291 10.3425877 10.8690242 10.9412113 11.9088419 12.9035775 12.6449575 12.1787507 NA 1.5743922 9.4115057 10.5949205 10.7797894 12.2243581 11.2659531 2.7264171 11.7561078 10.5421100 13.4506206 9.2538836 8.9329325 9.9270600 9.3874720 13.1964044 8.0212293 8.8680027 10.2936021 9.9353724 11.8485874 10.9499256 8.9800176 10.5652953 11.6556649 4.0483321 10.3079838 10.2130404 5.6428835 7.5592968 3.7620298 8.6380981 NA 9.2585677 10.1788537 10.3425877 11.0118088 9.5961545 10.6950733 11.6119504 -1.5955328 -0.0105703 9.1825555 9.2786913 10.8050910 5.5843883 10.1328241 11.4076450 8.7675181 12.4111551 10.2381592 10.5324727 8.4839633 9.8026075 7.9931932 10.7150912 9.8781841 5.2871213 1.8638988 10.0892271 9.8985589 9.1891132 9.7941097 7.6759415 10.4358350 5.9280410 TCGA-CV-7243 50 0 NA 954 head and neck stage iii t2 n1 NA male 2008 NA NA head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 3 3 3 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 0 0 2.011314e-06 7.282342e-07 10.1710796 NA 10.5414764 4.6099618 6.1549598 10.2721507 NA 4.1386589 9.4156285 15.0937466 7.1427514 7.0056560 7.8466444 -0.3208465 9.2443286 8.1180186 4.5618699 5.1054895 8.6421225 7.8365737 -1.3208465 NA 11.0515475 10.1164585 11.6444697 2.1386507 10.8158973 10.6529239 10.8030246 10.1780757 0.2642362 NA 4.2641911 9.1423524 NA NA 15.1182457 5.5372060 9.7133377 11.2488448 9.0618504 6.6792267 10.8727519 4.6099618 NA 12.6808986 11.9011157 8.8971841 NA 11.9943761 3.0268886 11.7861166 5.0542668 7.7345091 1.6792436 NA -1.3208465 3.0715396 1.4865599 15.8160268 15.9013048 10.8594465 11.9815798 -1.3208465 4.4865792 11.8218123 0.2642362 1.0011537 8.2735513 11.1378894 NA 20.0282917 9.4825504 -0.3208465 2.9271569 0.2642362 11.4542194 9.6600801 3.3796625 11.1226622 9.8929383 15.8321055 8.9448415 8.3779310 4.6099618 11.5653041 9.9483532 3.5861162 11.6579155 7.8665785 9.7351867 10.5943589 -0.3208465 8.4037402 10.5649228 6.6960342 NA NA 3.3230818 7.0146164 9.6664905 9.7520290 NA 3.5861162 -0.3208465 5.0190747 NA 10.9386756 NA 12.7994644 8.4814035 10.7412726 5.3230818 13.1077830 2.7666800 8.6988172 10.5977171 9.4498904 9.9680926 9.7392468 6.4671295 11.8160575 10.3044788 1.6792436 11.6377792 6.2641892 10.1060155 11.0817057 7.7506889 12.3767371 8.8603787 0.6792436 10.5453463 0.2642362 -0.40219000 -0.01264300 0.60919000 -0.01450300 0.64781000 0.64781000 0.71058000 -0.03245000 0.36264000 1.09680000 1.09680000 -0.40865000 3.65690000 -0.38873000 -0.38873000 -0.01395300 0.75662000 0.29708000 0.29439000 0.35757000 0.35757000 0.00263570 -0.01780300 0.71829000 -0.39341000 -0.04115900 0.60377000 0.60377000 0.71020000 0.00000000 -0.00055444 0.34762000 -0.00443120 -0.01264300 -0.01161100 -0.36113000 -0.36113000 -0.36113000 -0.36113000 -0.00691950 -0.00346270 -0.00346270 -0.40904000 -0.37966000 -0.38705000 -0.38705000 0.64781000 -0.03245000 -0.02013800 -0.84603000 -0.38873000 -0.38873000 -0.39486000 -0.39486000 -0.38168000 -0.01395300 -0.01216200 0.29439000 0.36821000 0.36821000 0.66623000 0.66623000 -0.38973000 0.33739000 0.33739000 -0.01780300 -0.06476200 -0.39341000 -0.39341000 -0.04115900 0.33691000 -0.41408000 -0.64443000 -0.64443000 0.71020000 -0.370 0.000 0.000 0.000 0.297 0.297 0.358 0.666 0.000 0.337 0.337 0.000 0.000 1.829 -0.393 0.000 0.337 0.000 0.347 0.604 0.604 0.000 0.000 0.342 0.000 0.023 0.596 0.000 0.000 0.000 -0.355 0.648 0.000 0.711 0.000 0.694 1.097 -0.407 -0.407 -0.620 0.090 -0.370 0.000 0.000 0.000 0.297 0.297 0.358 0.666 0.000 0.337 0.337 0.000 0.000 1.829 -0.393 0.000 0.337 0.000 0.347 0.604 0.604 0.000 0.000 0.342 0.000 0.023 0.596 0.000 0.000 0.000 -0.355 0.648 0.000 0.711 0.000 0.694 1.097 -0.407 -0.407 -0.620 0.090 10.9363197 -1.3208465 9.6396629 3.1386507 10.7713229 11.5488165 8.5465052 12.0577923 9.6084849 8.6129171 12.3842778 11.6350580 7.4206938 10.7693389 10.4274194 10.5133025 5.4851627 11.6579155 13.2565963 9.7351867 10.1221700 10.7818584 10.2227418 13.7411326 12.1977567 10.1049669 -1.3208465 0.6792436 8.4589459 9.8983951 10.3498827 12.9978399 12.2699305 -1.3208465 11.6815141 10.7405977 13.1717050 10.0422662 6.1870214 9.2939365 9.6700396 12.6914146 7.7816220 8.4424389 10.0880870 9.1324972 8.6421225 10.7848077 7.5679698 5.4736408 12.6808986 3.0011537 11.0923255 10.8594465 6.1054916 3.5861162 2.4865857 9.5755589 0.2642362 9.3445624 10.0880870 9.7351867 10.5943589 10.8510288 10.5649228 10.9062407 4.2939369 2.8491586 7.4736424 10.6021826 3.7666906 3.7666906 10.9386756 11.4964101 10.7412726 12.0210233 9.6636449 10.2299733 9.2386037 9.7392468 8.0779704 10.5924899 10.6918511 NA NA -0.3208465 8.1050510 8.9518564 10.7402602 8.0367786 10.2486075 4.2027860 TCGA-CV-7245 62 0 NA 797 head and neck stage iva t4a n0 NA male 2009 NA NA head and neck squamous cell carcinoma 60 1966 0 white hispanic or latino 1 2 2 3 2 2 1 2 4 2 0 0 0 1 0 0 0 0 0 6 0 0 0 0 1 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 6 0 0 4 1 0 4 0 0 0 0 5 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 1 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 6 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 3 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.453001e-05 4.716184e-06 8.2824648 NA 10.2374278 1.9805006 4.2435472 10.5442798 7.6809516 4.3865006 8.8704717 15.6375732 7.8922034 8.9543525 7.7407326 NA 10.0541176 8.5056409 4.9439869 3.5654753 10.2102917 9.5480875 0.9805372 3.8285097 9.9306300 7.3555511 11.7417303 0.9805372 10.8437686 11.0382326 10.9706156 10.4513738 4.7460440 2.3590151 3.6127771 9.1949375 1.4659222 4.8484076 13.8133620 5.5289494 9.6857984 12.0273627 9.0963357 8.5564290 13.6042102 2.7460547 -0.3413543 14.6160483 11.6465580 9.0249056 0.9805372 11.5615238 10.7719350 12.3051422 6.2952087 5.8384930 2.6585771 2.7545027 NA 2.6585771 2.6585771 15.2442502 15.3414563 10.0795964 13.9126156 NA 3.6585885 11.3909629 0.2435472 1.6586000 8.5729685 11.1953163 0.2435472 19.0440668 10.4586744 5.7029788 1.4659222 -1.3415371 12.4129491 6.5351012 2.1180274 11.5436411 10.0984143 16.7780920 9.5966927 6.4399439 3.6127771 11.4515770 10.8171931 5.7246721 12.8085346 7.9600796 10.8121355 11.0708887 -1.3415371 8.5966929 9.4184716 9.6120524 -1.3415371 -0.3413543 2.7460547 6.0679742 9.5219955 8.1604206 0.6585543 1.8285097 -1.3415371 7.2879404 -1.3415371 10.2626733 7.8234902 12.8970629 9.3604617 11.1506870 1.6586000 13.2057190 6.5227698 8.5893208 10.9847320 9.9838890 9.9922980 9.3169825 5.7138662 10.9367425 11.3245855 0.6585543 10.8680368 5.4134722 6.8680373 11.2088493 7.1261892 11.4554343 8.3762600 NA 11.4489320 NA 0.15203000 0.14384000 1.12920000 1.36170000 -0.00678130 -0.00678130 0.21482000 0.21482000 -0.04021100 0.40881000 3.65690000 -0.63916000 -0.63916000 -0.47131000 0.45263000 -0.12415000 -0.12415000 0.43530000 0.43530000 -0.32344000 -0.32344000 0.00083195 -0.03081300 0.18177000 -0.48239000 -0.03504000 0.45479000 0.45479000 0.88206000 -0.04644800 -0.47649000 -0.01161100 0.15203000 0.14384000 0.12904000 -0.48940000 -0.48155000 -0.47289000 -0.49413000 -0.48165000 0.38783000 -0.14142000 0.37166000 -0.48355000 -0.48355000 -0.48355000 -0.00678130 0.21482000 0.21178000 -0.61422000 -0.63916000 0.45990000 -0.51779000 -0.49653000 -0.18509000 -0.12415000 1.36150000 0.40094000 -0.32344000 -0.32344000 0.12064000 0.60684000 0.00083195 0.46246000 0.02525000 -0.52215000 -0.07160600 -0.95631000 -0.98601000 -0.45286000 -0.11879000 -0.50069000 -0.74307000 -0.74307000 0.88206000 -0.497 -0.497 -0.123 0.000 0.435 0.435 -0.323 0.612 0.000 0.462 0.462 -0.491 0.000 -0.764 -0.940 0.332 0.000 0.000 0.000 0.455 0.455 -0.471 0.441 0.152 0.152 -0.463 0.697 -0.110 0.372 1.336 0.852 0.000 0.000 0.215 0.215 0.000 0.409 -0.430 0.023 -0.729 0.153 -0.497 -0.497 -0.123 0.000 0.435 0.435 -0.323 0.612 0.000 0.462 0.462 -0.491 0.000 -0.764 -0.940 0.332 0.000 0.000 0.000 0.455 0.455 -0.471 0.441 0.152 0.152 -0.463 0.697 -0.110 0.372 1.336 0.852 0.000 0.000 0.215 0.215 0.000 0.409 -0.430 0.023 -0.729 0.153 11.1576819 1.4659222 10.0613291 4.0509021 11.8751778 11.9521873 10.9557863 11.5686640 9.5351004 8.6571741 12.1376058 11.7902797 7.2208262 10.8744198 13.8775250 10.2755917 5.7049439 12.8085346 8.8032416 10.8121355 11.2303361 9.6795635 11.3503270 13.0950185 13.0506996 9.3345406 -0.3413543 1.6586000 9.3779722 9.8613196 10.7680877 12.3215856 11.6080455 1.2435472 11.8815293 10.4419910 14.1621291 8.8247465 5.5165636 9.5048573 9.3848017 12.4494410 9.4159902 8.6315634 10.0973753 9.0774903 10.2102917 11.2999579 9.3051422 5.7460467 14.6160483 2.1180274 10.4775650 10.0795964 5.6809516 5.5654753 1.4659222 8.4134710 -1.3415371 9.0626606 9.3363030 10.8121355 11.0708887 10.7087722 9.4184716 11.6851069 4.5654753 -0.3413543 7.2322310 9.2732932 4.5165636 3.9439869 10.2626733 12.0755129 11.1506870 11.9703318 10.4391233 11.5878419 8.8655978 9.3169825 8.4513739 10.0363363 9.9566461 1.4659222 -1.3415371 6.3932926 8.0132518 9.1524390 10.1484315 6.6185852 9.7118306 4.4134722 TCGA-CV-7247 55 1 577 NA head and neck stage iii t3 n0 NA male 1995 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 2 1 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.080669e-06 6.242008e-07 9.63315000 -1.55681773 11.25188741 1.44334143 3.69125498 9.87899564 3.30130962 6.18479205 8.38583997 14.60094861 6.55706693 8.60948830 7.94715123 2.35021434 8.90173186 9.12192561 5.36218932 2.35021434 10.13506884 9.67694506 -1.55681773 NA 8.41773988 7.84420485 11.96148670 0.44328837 10.43873915 10.88055728 10.95705298 9.75790865 -1.55681773 -0.55660553 2.83564117 8.42136344 0.76528013 NA 14.10685566 5.56226685 9.83475687 11.35602763 7.47399223 7.54398763 11.51729951 4.05803936 NA 13.75918250 13.95347137 8.63067739 -1.55681773 10.76017253 6.37299736 11.91715793 5.43201066 5.83564369 0.44328837 NA -1.55681773 4.72872596 2.90274893 13.92443102 14.10801179 11.22796021 13.38046925 NA 5.07268036 11.04416745 2.90274893 2.90274893 9.15068457 11.52846583 0.02828624 18.98897238 9.14809368 NA 0.02828624 2.25068877 11.90940182 11.20923298 3.53078242 11.31883861 10.47778042 15.74286431 9.93367487 4.69125498 6.63808253 11.20071535 10.15456207 4.67214243 12.53671980 9.92462028 11.51579296 11.77927392 NA 8.62199030 11.50047095 6.40910916 NA NA 4.90275858 7.07632072 9.14376508 11.63005862 -0.55660553 3.86958521 -1.55681773 7.68649913 -1.55681773 11.17549279 6.60319607 13.17506865 10.03996703 11.74038490 2.61324874 13.37604762 4.11574908 8.65033950 10.82378645 11.02805302 9.95062442 10.06563343 8.40332738 11.08221372 11.18310597 1.02828624 10.76525344 6.61325022 7.85695333 12.00198523 7.78094717 11.07904344 9.03297663 NA 9.73392032 0.44328837 0.128890 0.128890 0.315140 0.020063 -0.195000 -0.195000 0.609370 3.656900 -0.490890 0.455810 0.455810 0.308090 -0.509390 0.312900 0.312900 0.227310 3.656900 1.006000 0.119020 0.186920 0.186920 -0.104080 0.098851 0.556910 -0.029721 0.157870 -0.083997 -0.373670 0.168500 0.000000 0.000000 0.626240 0.128890 0.128890 0.128890 -0.469400 -0.469400 -0.469400 -0.469400 -0.263450 -0.250920 -0.250920 -0.268970 0.020063 -0.093931 -0.093931 -1.081000 3.656900 -0.390850 -0.490890 -0.509390 0.312900 -0.491830 -0.491830 -0.062495 0.227310 -0.501940 0.246380 0.186920 0.186920 -0.083333 -0.101150 -0.105370 0.036370 0.036370 0.296280 0.098851 -0.516090 -0.516090 -0.538040 0.119910 -0.270570 -0.112340 -0.113000 0.042874 -0.429 0.000 0.227 -0.452 1.006 0.119 0.187 0.000 -0.105 0.000 0.000 -0.363 0.000 0.557 -0.486 0.120 0.120 0.000 0.000 -0.332 -0.332 -0.271 0.000 0.129 0.129 -0.154 0.315 -0.251 -0.251 0.000 0.000 -0.237 -0.237 3.657 3.657 -0.491 0.456 0.313 0.313 -0.112 0.000 -0.429 0.000 0.227 -0.452 1.006 0.119 0.187 0.000 -0.105 0.000 0.000 -0.363 0.000 0.557 -0.486 0.120 0.120 0.000 0.000 -0.332 -0.332 -0.271 0.000 0.129 0.129 -0.154 0.315 -0.251 -0.251 0.000 0.000 -0.237 -0.237 3.657 3.657 -0.491 0.456 0.313 0.313 -0.112 0.000 11.1706077 -0.5566055 10.1784709 4.6721424 15.8937553 12.3862870 10.9361800 11.5777517 8.5674466 8.8622322 11.5166301 11.8385917 7.8442049 11.2609087 9.9654164 10.3267324 5.4636944 12.5367198 9.7675058 11.5157930 11.2698738 10.4450854 10.0685776 13.3035937 13.2588588 9.7820617 1.0282862 1.4433414 9.1139817 9.4911310 11.30033437 12.04021392 11.82662463 0.44328837 11.26390325 11.38931776 15.64895559 9.87377783 6.62820054 9.10599360 8.70659444 10.80225123 9.82884813 8.25389711 10.55413487 9.29038270 10.13506884 11.16292809 8.79094663 6.89453647 13.75918250 0.02828624 10.15025299 11.22796021 7.22140248 3.30130962 2.02828624 9.82864856 -1.55681773 9.70424483 9.24745643 11.51579296 11.77927392 11.37091818 11.50047095 11.96578428 NA 3.19821124 8.69350543 12.54242655 6.17803536 4.37406572 11.17549279 12.03321054 11.74038490 12.62889771 10.64942397 10.11353903 8.94117705 10.06563343 7.42631927 9.72351607 10.21811238 0.76528013 -0.55660553 6.12280522 8.04085628 9.94416723 9.56356314 7.00174596 9.87011423 4.72872596 TCGA-CV-7248 63 1 521 NA head and neck stage iva t4a n2c NA female 2001 NA NA head and neck squamous cell carcinoma 30 1967 4 black or african american not hispanic or latino 1 4 1 1 2 2 1 2 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 8.392032e-06 2.808903e-06 10.06491383 6.47909310 10.63434487 2.87338013 3.80923950 10.36801005 6.93477242 7.16038174 9.39829671 15.21439505 8.05371360 7.98098666 8.01336790 2.51974317 9.38667043 9.15474749 5.25670122 5.24462832 9.52411149 8.53096224 3.90439739 -1.65018183 8.38047708 7.25067645 11.76871659 3.05025789 10.55040204 10.65501661 10.22402278 10.23436204 0.93478067 -0.06521933 3.51973059 8.38662905 -0.06521933 4.13116965 15.56843933 6.55438164 9.88194660 11.76884832 8.63173983 6.58342882 11.39061331 2.67174627 -0.65018183 13.08589465 11.29799456 8.63058057 2.05025789 11.12026730 9.78752552 11.62884002 8.03980792 5.61659589 1.34981817 NA -0.65018183 1.51974317 2.15717309 14.59117657 14.82497774 10.06233694 12.83507317 NA 3.39419857 10.42996122 1.80924979 3.93477124 10.11633876 11.69105070 1.51974317 16.52128479 11.27146490 NA 2.51974317 3.80923950 11.93782171 8.79067920 3.87337028 11.44551349 10.10344453 15.40148615 9.96267843 6.64443027 4.05024918 11.08790215 10.56108981 6.12459696 12.76302922 9.66552548 11.54579717 11.10260866 -0.06521933 8.72376264 11.24443817 6.55926389 NA NA 5.62593381 7.03980737 9.91014276 9.63809919 4.77607240 7.66269258 NA 4.80923950 0.67174627 10.27499342 6.18901405 12.66587922 9.73561305 10.70983392 4.28054809 13.07133634 5.64443027 8.95250888 10.51910861 7.81128927 8.67848465 9.84287971 8.63289817 11.72294693 10.91133648 1.80924979 11.18487336 10.64299410 8.59773749 12.36505069 8.07090931 11.33244703 9.57501729 -0.06521933 10.32744755 2.67174627 0.0918800 0.0918800 0.3881600 -0.1995000 1.5948000 1.2598000 0.1715100 0.1715100 -0.1639600 -0.1639600 0.5493000 -0.0034627 -0.0034627 -0.0034627 -0.0034627 -0.0798910 -0.0798910 0.1801100 0.1304200 0.7051300 -0.2253900 0.0029133 0.1434000 0.0305910 -0.3485900 -0.0716060 0.1614500 0.1614500 -0.0257560 -0.0478370 -0.0147150 0.0515300 0.0918800 0.0918800 -0.2905900 -0.2301800 -0.2301800 -0.2301800 -0.2301800 -0.1828200 0.2412400 0.2412400 -0.1912400 -0.1995000 -0.1995000 -0.1995000 -0.2282800 0.1370500 0.1219600 -0.6250300 -0.0034627 -0.0034627 -0.2004500 -0.1860900 -0.1630700 -0.0798910 0.1364300 0.1304200 -0.1644700 -0.2125500 0.1046800 -0.2620300 0.0029133 0.1178500 0.1178500 0.1434000 -0.2613500 -0.3485900 -0.3485900 -0.0716060 -0.0716060 -0.2139200 0.0000000 0.0000000 0.0000000 -0.163 -0.163 0.000 0.136 0.130 0.130 -0.213 0.164 0.000 0.118 0.118 0.126 0.126 0.000 -0.349 0.000 0.000 0.000 0.000 0.161 0.161 -0.214 0.126 0.000 0.000 -0.230 0.388 -0.160 -0.160 -0.199 -0.199 -0.220 0.000 0.172 0.172 -0.164 0.373 0.000 0.000 0.000 0.000 -0.163 -0.163 0.000 0.136 0.130 0.130 -0.213 0.164 0.000 0.118 0.118 0.126 0.126 0.000 -0.349 0.000 0.000 0.000 0.000 0.161 0.161 -0.214 0.126 0.000 0.000 -0.230 0.388 -0.160 -0.160 -0.199 -0.199 -0.220 0.000 0.172 0.172 -0.164 0.373 0.000 0.000 0.000 0.000 11.006682 NA 11.039910 5.256701 10.909904 10.989368 10.474577 11.711342 9.849656 10.060186 12.610509 11.621419 7.776074 10.836645 11.371137 10.743468 5.146435 12.763029 9.396934 11.545797 11.012701 11.780785 11.471052 12.643049 12.871472 12.863476 -1.650182 3.349804 9.691884 9.756015 11.1092820 11.6009964 10.4385981 5.7421275 11.6950765 10.9175284 14.6755888 9.7210419 7.8947741 9.7943072 8.7718747 12.4436401 9.4819947 8.1523264 10.1527301 9.4299611 9.5241115 11.3361852 8.9432011 10.4438876 13.0858946 2.6717463 11.1256259 10.0623369 5.3832343 9.3763334 2.3498182 9.2753642 0.9347807 9.2679278 11.5044698 11.5457972 11.1026087 10.7010252 11.2444382 11.2027294 -0.6501818 7.3554348 9.1530047 9.9977179 10.2738801 5.6535903 10.2749934 11.7693751 10.7098339 12.0465601 10.6042480 10.9686542 9.5027284 9.8428797 7.5762220 10.3173964 10.5362337 5.6985380 3.3941986 7.4372727 9.1091487 10.1671933 10.3270898 8.2626991 10.1799289 5.9043998 TCGA-CV-7250 64 1 2900 NA head and neck stage iva t4a n0 NA male 2000 NA NA head and neck squamous cell carcinoma 60 1960 NA white not hispanic or latino 3 2 2 3 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5.583129e-06 2.254058e-06 7.4761240 NA 10.5543190 -1.1494406 2.7573007 9.9090836 6.3739770 4.8046112 8.3077964 15.2420283 7.8447692 7.8700065 8.2912845 NA 10.2140027 9.3036860 5.2548774 2.5508514 10.2876474 8.9912452 0.8503994 NA 6.7929295 8.2297936 10.9937987 2.5508514 10.5059462 10.2866064 11.4384273 9.8982211 NA 0.8503994 1.8503994 8.4727237 NA 0.4354152 12.5368066 3.0983353 9.0635197 11.4987730 8.8741699 8.1496237 13.3902407 0.8503994 NA 12.1913782 9.1858059 8.8031566 NA 12.4357301 11.7903491 12.3213285 7.3180212 5.9693554 -1.1494406 5.1188871 NA 0.4354152 1.1723595 14.9638115 14.9187098 10.2523616 12.4681125 NA 2.6577772 10.2709021 0.4354152 2.1723595 8.6235545 11.1215866 -1.1494406 16.6820381 9.8865890 3.3739822 1.6577772 -1.1494406 12.0023833 6.6119661 5.5918828 10.6472013 10.1958206 15.0539355 9.1745959 6.9537029 -0.1496006 10.6741807 10.2008021 3.4942748 13.6999672 7.1541964 11.0819367 11.6677989 NA 8.7269323 9.8900200 7.7115025 NA NA 1.6577772 7.2079670 9.5672349 9.2297939 0.4354152 8.0864298 -0.1496006 5.5508545 NA 10.2405845 6.6448311 12.7031400 9.1131329 11.3968276 2.1723595 13.3499867 0.8503994 8.9589398 10.9178498 7.9431724 8.7603085 10.0923985 7.9589401 9.2134552 10.3905434 1.1723595 10.5939876 4.4353752 6.7633053 11.4482352 7.7330587 11.6480770 7.9218778 NA 12.2231445 0.8503994 0.51629000 0.52048000 0.76715000 0.00041593 0.00517560 0.00517560 -0.00221680 -0.01491600 -0.00774820 -0.00774820 -0.00290910 0.00527490 0.00527490 0.00527490 0.00000000 -0.01037000 -0.01037000 -0.00526100 -0.00235530 -0.00705760 -0.00705760 0.00458000 0.55407000 0.00658080 0.00658080 -0.02356600 0.00221930 0.00221930 0.13628000 -0.00877210 -0.00290910 0.73322000 0.57469000 0.52048000 0.50933000 -0.01890200 -0.01890200 -0.01285100 -0.02166800 0.01167900 -0.00815700 -0.00815700 -0.01223300 0.01307400 -0.01188700 -0.01188700 0.23365000 -0.01491600 0.57344000 -0.00157740 0.00527490 0.00527490 0.56187000 0.56187000 0.00041593 -0.01037000 -0.00678130 -0.00235530 -0.00705760 -0.00705760 0.00430210 -0.00857660 0.00458000 -0.67233000 -0.00193990 -0.00733390 0.90554000 -0.12747000 -0.12747000 -0.02356600 -0.02356600 0.00708260 0.11449000 0.09739700 0.13036000 0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.906 0.000 0.000 0.000 0.000 0.000 0.612 0.000 0.000 0.000 0.147 0.516 0.516 0.000 0.767 0.000 0.000 0.000 0.000 0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.130 0.130 0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.906 0.000 0.000 0.000 0.000 0.000 0.612 0.000 0.000 0.000 0.147 0.516 0.516 0.000 0.767 0.000 0.000 0.000 0.000 0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.130 0.130 10.406442 NA 9.772123 6.088820 10.950421 10.759926 10.576634 12.547274 7.145036 7.585125 11.355731 11.360685 7.167828 10.194711 11.325642 11.843177 4.836374 13.699967 7.540413 11.081937 10.493821 10.172343 11.719045 12.590531 12.574610 11.549771 -1.149441 3.242740 9.267213 9.778934 10.8752088 11.8221386 10.4729249 2.0203422 11.5532375 11.1774066 14.4801691 7.4540418 5.8727844 9.2101650 9.8553382 11.3016266 9.1612440 8.8934426 10.1277028 8.7207802 10.2876474 11.3961039 9.1427371 7.1678276 12.1913782 4.5228404 10.0756229 10.2523616 5.9165053 5.9165053 NA 8.3562270 NA 9.1969291 8.6641966 11.0819367 11.6677989 10.7569303 9.8900200 11.5749293 5.4202702 NA 8.1541964 9.0804360 6.5577746 2.1723595 10.2405845 11.3774037 11.3968276 11.9561603 10.5439024 10.6761693 8.3778924 10.0923985 7.4240630 10.3973099 10.1869220 -0.1496006 NA 10.0864296 9.1479164 9.7951275 9.6537393 7.0203400 10.7380169 4.3098456 TCGA-CV-7252 62 1 151 NA head and neck stage iva t4a n0 NA female 1994 NA yes head and neck squamous cell carcinoma NA NA 0 black or african american not hispanic or latino 3 6 2 1 3 3 1 2 4 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 7 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 7 6 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 0 0 4.877148e-06 1.978729e-06 9.3196498 NA 10.2504629 2.6201406 4.4681336 10.0757362 -1.2866561 5.9030696 8.4698009 16.4910713 7.6410221 8.9202588 8.1353091 -1.2866561 9.8800353 8.4714675 4.7356142 5.8831687 9.1447421 8.0926229 NA NA 8.8033569 7.9564186 11.0407972 4.9420640 10.6725220 10.1839034 10.4231899 10.8831695 -1.2866561 -1.2866561 4.3856726 9.1899300 NA NA 14.7382110 7.7549035 9.9876227 11.1805953 8.3571007 5.5334232 10.4201721 2.1726795 NA 12.4886490 12.8971125 8.6717972 2.0351664 12.6986418 9.5664683 11.7054748 4.8217714 7.2678335 NA 0.7132559 NA 0.7132559 NA 16.1155059 16.1852807 10.5084724 13.0906584 NA 5.6557582 11.6989086 1.0352016 1.2981891 9.5603019 10.9890780 1.5205983 19.0627396 12.5128297 NA 2.6201406 1.5205983 11.9147558 7.9348314 4.4136821 10.6210703 10.3421457 16.1741473 9.6876591 7.8655291 4.0351752 11.2639913 9.7012189 5.0882858 11.8413613 9.2906734 10.4227591 11.7938955 NA 8.3839008 10.4777015 3.8425263 -1.2866561 3.7132449 1.2981891 6.8931535 9.7363057 9.3000844 -1.2866561 2.4136753 -0.2868321 4.6674380 1.2981891 10.9735760 NA 12.9558232 10.2091095 11.2414544 6.9800310 12.9754128 5.1561862 8.8515164 11.5195927 8.1644554 9.5084724 10.3555174 7.5238160 11.2480337 9.4970612 0.2981891 8.2754872 6.0530940 9.2210392 12.3548447 8.5011469 12.3007876 8.1869501 -0.2868321 10.6076834 0.2981891 0.01709600 -0.15380000 0.51751000 0.02834100 0.05025000 0.05025000 0.03279500 0.03279500 0.04007200 0.04007200 0.04315700 -0.42123000 -0.42123000 -0.41794000 -0.41794000 0.04315700 0.04315700 0.03214000 -0.03156100 -0.01271300 -0.01271300 0.09115500 0.02454800 0.02777800 0.02777800 0.00930980 0.05480300 0.05480300 -0.02411400 -0.00607360 -0.00277070 -0.00618820 -0.54108000 -0.13871000 -0.16967000 -0.39604000 -0.38078000 -0.39780000 -0.39780000 0.00138680 0.00138680 0.00138680 -0.01780300 0.01270300 -0.05886600 -0.05886600 0.05025000 0.03279500 0.03279500 0.04007200 -0.41794000 -0.41794000 -0.15349000 -0.12946000 -0.00013862 0.04315700 0.04315700 -0.03156100 -0.00774820 -0.00774820 0.01992300 0.01293400 0.09115500 0.01419000 0.01419000 0.02454800 0.02454800 0.00384250 -0.01745500 0.00930980 0.00930980 0.00000000 -0.03572100 -0.03572100 -0.02411400 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.154 -0.154 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 -0.418 0.000 0.000 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.154 -0.154 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 -0.418 0.000 0.000 10.155151 NA 8.531699 6.589762 11.733183 11.982950 10.924829 11.419741 8.635085 8.961172 10.907552 11.439463 7.417148 10.630617 10.657591 10.216573 4.504277 11.841361 9.333464 10.422759 9.915368 10.618255 9.873746 13.018415 12.009731 8.311297 NA 1.035202 8.399745 9.777314 10.3975548 12.0571242 9.4681320 0.7132559 11.4418028 10.7352655 15.4004556 9.5681129 7.5429676 9.3687753 8.5302280 11.4177966 9.4939893 8.1520363 10.6717972 8.5508726 9.1447421 11.1060985 8.5989409 7.8906637 12.4886490 2.1726795 10.0850212 10.5084724 6.6321082 6.7356129 -1.2866561 10.9199536 0.2981891 9.7624124 8.8629916 10.4227591 11.7938955 11.7499333 10.4777015 11.7815190 NA NA 7.8781515 10.4171481 6.7356129 3.8007032 10.9735760 11.9553766 11.2414544 12.0827055 10.5809094 10.2596567 9.7097180 10.3555174 7.9251331 10.5863041 10.3219613 0.7132559 0.7132559 2.1726795 8.1863822 10.0735430 9.3812431 6.7900604 10.1468300 4.4946012 TCGA-CV-7253 58 1 361 NA head and neck stage iva t4a n0 NA male 1993 NA no head and neck squamous cell carcinoma NA NA NA black or african american not hispanic or latino 1 2 1 1 2 2 1 1 4 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5.444418e-06 1.491146e-06 6.47096792 NA 10.44702484 -1.66337383 -0.07856367 10.44081260 8.27905615 4.50646865 8.57852478 15.60042504 7.48882668 8.76175732 7.38639021 NA 8.28052164 9.31023900 4.90639519 3.38093719 10.22680581 9.78672181 -1.66337383 -1.66337383 5.67639154 2.72885654 11.78336637 NA 10.60274247 11.11091677 10.64174832 10.48215532 0.33651192 -0.66337383 0.33651192 8.09864115 -1.66337383 NA 14.79696541 2.42400836 9.83985553 11.59599058 8.66857798 3.69408900 13.66567212 3.69408900 NA 14.68875758 13.46029920 8.84829431 -0.66337383 13.13085584 12.48800685 12.71835482 6.88728886 4.84433543 0.33651192 0.33651192 NA 1.50644961 -1.66337383 14.70289669 15.36670956 9.17180254 13.13085584 NA 1.33656904 13.00669982 NA -1.66337383 8.02304184 10.90900492 -0.66337383 18.52046882 8.46066271 NA NA NA 12.14309114 7.59392963 1.14391580 11.30715976 10.29690554 15.98989745 9.72132532 6.57494616 0.92151250 10.92829762 10.25986905 1.65846286 13.66790111 6.91018819 11.00232152 12.16745280 -0.66337383 8.32095981 10.01777997 4.38093719 NA -1.66337383 3.89112751 7.09476495 9.93505939 9.49009354 -1.66337383 -0.66337383 NA 2.14388316 NA 10.31346355 5.64032303 13.20232311 9.91132427 11.41469232 2.42400836 13.26181778 3.24342536 9.43982943 11.08116517 4.99475168 9.42532985 9.92431905 3.72885654 8.14711332 7.89304786 -0.07856367 9.13824978 3.54599307 7.27317923 12.02457321 8.09975386 12.73748765 8.33089492 0.65846286 11.63431759 -1.66337383 -0.0033077 0.0204830 1.7688000 0.0155870 0.5768300 0.5768300 0.0088920 0.0088920 0.7064300 -0.0497200 -0.0362900 -0.7514100 -0.7514100 0.0195030 -0.0499810 -0.7521000 -0.0044312 0.0044411 0.0095883 0.6182400 0.0220240 -0.0016629 -0.0540160 0.5411800 0.7591000 -0.7947800 -0.0040162 -0.0134020 -0.0627640 -0.0359930 0.0114000 -0.0026322 -0.0033077 -0.6260800 -0.3963000 -0.7765100 -0.7611500 -0.7611500 -0.7611500 0.0146100 0.0425900 0.0425900 0.0305910 0.0172640 0.0172640 -0.0360710 -0.1265500 0.0088920 -0.0117490 0.2050300 -0.7514100 0.0195030 -0.0132650 -0.0063668 -0.0063668 -0.7661300 -0.0437370 -0.0227440 0.0253900 0.0253900 0.0366530 0.0891270 -0.0016629 -0.0173750 -0.0029091 0.6204200 0.6111800 -0.7565900 -0.7565900 -0.7827700 0.6166100 0.0076392 -0.0730760 -0.0627640 -0.0627640 0.000 0.000 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.738 0.000 0.505 -0.739 0.000 0.617 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 -0.233 0.000 0.000 0.000 0.000 -0.146 -0.756 0.000 0.000 0.706 0.706 0.000 0.000 0.000 0.000 0.000 0.000 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.738 0.000 0.505 -0.739 0.000 0.617 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 -0.233 0.000 0.000 0.000 0.000 -0.146 -0.756 0.000 0.000 0.706 0.706 0.000 0.000 0.000 0.000 10.2203303 NA 9.8205185 3.8911275 12.0775871 13.2028512 11.5312984 12.3489042 5.7877537 9.2099857 11.7241550 12.2837218 6.5164502 11.1386539 13.4689207 10.4957822 4.7235258 13.6679011 9.7638544 11.0023215 11.1059662 11.3965619 11.5632547 13.4732403 13.2271469 10.9736192 -0.6633738 2.0369956 9.2306015 10.6905153 11.3168596 11.7034101 9.2207121 2.0369956 11.9625927 9.8640185 15.6433592 8.3252263 4.1945205 8.8203574 9.1991788 10.9445653 8.7513536 8.7908408 9.1096808 9.4881924 10.2268058 11.1189255 9.0071977 4.0369780 14.6887576 1.3365690 10.4299591 9.1718025 6.7877524 3.6940890 6.3972382 9.0627596 -0.6633738 9.6657772 6.9475668 11.0023215 12.1674528 11.5924553 10.0177800 10.8839181 3.0369780 NA 7.3914447 9.3768313 7.2583823 3.2907340 10.3134635 12.2227144 11.4146923 13.0349206 10.3764887 10.7358194 7.5797157 9.9243191 8.1929669 9.4626006 10.0926808 -0.6633738 NA 8.6595964 8.5532027 9.8463165 10.4558069 6.2790552 10.0951811 5.8443354 TCGA-CV-7254 55 1 1459 NA head and neck stage ii t2 nx NA male 1996 NA NA head and neck squamous cell carcinoma 40 1976 0 white not hispanic or latino 2 4 1 1 2 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 1 0 4 0 0 0 0 0 0 0 0 4 0 4 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7.247664e-06 2.323414e-06 10.45834683 6.63011274 10.93277540 3.40771984 5.96959949 10.51922914 5.10286805 7.79019013 8.71410811 16.46838455 7.79676321 8.52121488 7.96377061 3.26333494 8.79183653 9.60505443 5.20325206 7.29617380 8.97105318 9.45938284 3.33732575 NA 11.65361298 6.77695409 10.88807821 -0.98450243 10.15878651 10.28218992 10.19344565 10.22363770 0.01535483 0.01535483 6.30080646 7.93706597 2.33734002 NA 12.22134931 6.83558180 9.96668814 11.32516388 9.06932919 8.83238688 10.20646252 4.77028992 2.82275054 11.97486199 11.13239703 8.11080013 4.01539944 10.32828627 5.31167748 11.32970335 7.83238688 7.30542248 0.01535483 0.01535483 -0.98450243 1.82277093 -0.98450243 15.53825978 15.95715354 10.15175369 11.92398361 NA 3.82276073 9.53994510 3.01540836 5.12392687 8.50925879 11.34799943 1.66156720 16.20447503 12.63137778 NA 3.87338013 6.23457221 12.15766999 9.35747811 4.30080463 9.96803544 10.06729197 14.68851834 8.73136520 5.39044414 5.55456123 11.00550729 9.77695458 6.47483511 13.35789061 10.82195299 11.36634254 11.25589658 0.01535483 8.60972800 10.44637855 6.41628241 NA NA 7.08686548 6.91627002 9.54580972 10.19841840 3.53896023 6.80981957 -0.98450243 6.78358761 NA 10.81103722 3.53896023 12.74247292 9.27625238 10.54629730 4.65925670 13.58407205 1.01542620 8.44585579 10.98478991 8.45627268 9.83638005 10.36971337 8.99982191 13.88036327 11.48784034 1.01542620 11.06797141 9.21262016 8.05706247 10.99589997 8.50925879 11.62804152 8.68073927 -0.98450243 9.45731008 2.82275054 0.4240800 0.4457900 2.0042000 0.1776900 -0.1877300 -0.1877300 -0.1570700 1.5863000 0.1096400 0.6077400 0.6248600 1.2065000 0.9422100 0.9422100 0.0000000 0.4319300 -0.0878440 0.6740000 -0.1794200 0.0016642 0.0430180 0.7459400 0.2645300 -0.0403450 -0.0403450 2.3796000 -0.1782800 0.6627200 -0.3019300 -0.1868500 -0.1983000 0.3448600 0.4240800 0.4240800 -0.2052300 -0.5212300 -0.1893800 -0.1840800 -0.4897400 -0.1924700 0.0679480 0.0679480 -0.4864900 -0.2063500 -0.2082100 -0.2082100 -0.1877300 0.6645600 -0.1896100 -0.5025600 0.9422100 -0.5320500 0.4787300 0.4185300 -0.0669220 0.4319300 -0.0878440 -0.1651000 0.0016642 0.0016642 0.0963800 0.1118400 -0.1696700 -0.0766780 0.2958000 -0.2128000 0.4935500 -0.0829340 -0.3830200 -0.1605200 -0.1699200 -0.1474700 -0.3482600 -0.3482600 0.8028600 0.419 0.000 0.432 0.000 0.469 -0.165 0.000 0.112 0.185 0.000 0.000 0.052 0.265 0.000 0.000 -0.146 -0.146 -0.187 0.158 -0.178 -0.178 -0.480 0.429 0.424 0.424 -0.189 0.103 0.000 0.000 0.000 -0.208 -0.188 -0.188 0.941 0.941 0.105 0.608 0.942 0.000 0.473 0.803 0.419 0.000 0.432 0.000 0.469 -0.165 0.000 0.112 0.185 0.000 0.000 0.052 0.265 0.000 0.000 -0.146 -0.146 -0.187 0.158 -0.178 -0.178 -0.480 0.429 0.424 0.424 -0.189 0.103 0.000 0.000 0.000 -0.208 -0.188 -0.188 0.941 0.941 0.105 0.608 0.942 0.000 0.473 0.803 10.76023717 -0.98450243 9.91956385 9.04744896 11.24392144 10.48910907 10.83478413 11.04503568 11.04882639 10.21200543 11.60435219 11.60669192 9.50725650 10.52468353 10.50825799 10.48402743 4.49566958 13.35789061 11.28189712 11.36634254 10.14533024 10.09688682 10.39563170 13.04448953 12.68368562 11.98496976 0.01535483 3.60036491 8.58335962 10.58905054 10.77112553 12.17732251 11.52962425 1.33731148 10.94761809 10.62458210 14.65233832 8.75180513 8.14726039 8.60599057 8.97685306 12.28672047 8.92379603 8.83717724 9.98190886 9.60130485 8.97105318 10.16515046 9.40664700 9.55067869 11.97486199 4.40771984 10.37625044 10.15175369 6.85460662 8.29849153 7.05979761 8.87182887 0.01535483 9.60879446 10.34743989 11.36634254 11.25589658 10.73821093 10.44637855 11.45575349 1.33731148 NA 8.82918456 10.60271213 9.20892883 5.68782776 10.81103722 11.04158092 10.54629730 12.56735188 10.68827059 10.99589997 9.85539442 10.36971337 8.34632003 9.88036335 10.98478991 8.57382401 2.60036491 7.91324907 9.97296256 9.94244046 9.47790556 7.61531624 11.06457121 4.56998924 TCGA-CV-7255 32 1 64 NA head and neck stage iva t4a n0 NA female 1995 NA no head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 3 3 3 1 3 1 4 1 0 0 0 0 6 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.01697e-06 9.70979e-07 8.75898534 -0.28912195 10.15631230 -0.87408445 1.82643663 10.81686102 6.00250676 4.14835659 9.07143394 16.12926632 6.99017659 8.03887949 8.17311394 NA 9.22402218 7.64365925 4.93334602 1.44789653 8.39745302 9.48683703 0.12604776 NA 4.81248796 5.71095242 11.93585860 6.27064854 10.57694344 10.28806655 10.35149870 10.20013146 -1.87408445 0.05949373 1.82643663 9.39409908 -1.87408445 NA 14.67083372 7.70341913 9.05154449 10.95808888 6.70341913 4.33544038 12.75745129 3.51830852 -1.87408445 14.50673852 13.29732318 8.74253883 -0.87408445 13.02307912 9.42377753 12.20597470 7.91878037 6.33544395 1.29589931 2.21344061 -1.87408445 2.03287666 -1.87408445 15.56134203 15.70011923 10.98533064 12.76029057 0.93334602 4.50103144 12.95883057 NA NA 8.96991112 10.88150350 NA 18.65297343 8.45129561 NA -0.28912195 1.93334602 11.37050248 8.65834575 6.34030945 11.05722795 10.46778679 15.78568631 9.02987192 6.98397063 2.37392656 11.41586480 10.37480704 4.68057754 11.85608221 8.73239505 10.40065939 12.24922227 0.12604776 8.20547462 11.53246079 5.11467519 NA 1.12598165 5.20280557 6.82989395 9.47194950 8.82208831 -0.87408445 2.82643663 4.99635259 3.61783916 -1.87408445 10.54199574 -1.87408445 13.26169928 9.75387943 10.72984809 5.70341913 13.06492632 7.00557290 8.11609387 11.13476873 8.72031472 10.32320668 9.67579388 9.77928287 8.16078912 11.70046525 0.93334602 8.02685704 5.46584063 8.62284362 11.88317162 8.11892810 11.05654255 8.93253958 -1.87408445 10.25591694 -0.28912195 -0.107000 -0.107000 0.366080 -0.034768 0.314740 -0.831470 0.562480 -0.054420 -0.438540 0.654660 0.961030 -0.435610 -0.435610 1.056300 -0.437990 0.298030 0.298030 -0.125640 -0.125640 3.656900 0.600160 0.259180 0.032422 0.350060 0.350060 -0.075211 0.505780 0.505780 0.445790 0.304090 0.304090 0.280100 -0.107000 -0.107000 0.000000 -0.414540 -0.414540 -0.411460 -0.428410 0.992810 -0.014366 -0.029165 -0.029165 -0.413220 -0.413220 -0.068261 0.333510 -0.054420 -0.054420 -0.438540 -0.399410 0.292940 -0.051181 -0.051181 -0.051181 0.298030 0.298030 -0.125640 -0.423310 -0.040752 0.295330 0.295330 0.259180 -0.048342 -0.048342 0.032422 0.115940 -0.387320 -0.427050 -0.027124 -0.075211 -0.032860 -0.303790 -0.303790 0.445790 0.000 0.000 0.298 0.298 -0.126 -0.126 0.000 0.295 0.259 0.569 0.000 0.000 0.000 0.350 -0.014 0.000 0.000 0.304 0.304 0.506 0.506 0.000 0.000 -0.107 -0.107 -0.411 -0.045 0.993 0.000 0.000 0.000 0.334 0.334 0.666 0.000 -0.439 0.700 -0.399 -0.399 -0.304 0.142 0.000 0.000 0.298 0.298 -0.126 -0.126 0.000 0.295 0.259 0.569 0.000 0.000 0.000 0.350 -0.014 0.000 0.000 0.304 0.304 0.506 0.506 0.000 0.000 -0.107 -0.107 -0.411 -0.045 0.993 0.000 0.000 0.000 0.334 0.334 0.666 0.000 -0.439 0.700 -0.399 -0.399 -0.304 0.142 11.0578355 NA 10.5810937 5.8124905 12.2959150 12.5297943 11.1607889 11.7096604 7.4113923 9.2299335 11.3703538 12.2816779 7.2808079 10.8223055 10.1011215 10.4021144 3.5988059 11.8560822 8.8436664 10.4006594 11.2415214 9.3250488 10.8318383 12.8918448 13.1152514 4.9714792 -0.2891219 4.0801886 9.9228408 9.3336145 11.4949056 12.0333501 9.0185329 -0.2891219 11.8088749 10.7806260 14.3183978 9.7553466 4.8264315 9.0939367 9.6920441 10.6495520 9.5537061 8.0611551 10.4893035 8.3974530 8.3974530 11.3463683 7.9777390 5.2757372 14.5067385 1.9333460 10.6374956 10.9853306 6.6844106 3.2552741 0.7109662 9.2410336 -0.2891219 9.1281018 9.5166964 10.4006594 12.2492223 11.8533787 11.5324608 11.7905484 -0.2891219 NA 7.1344181 10.9796894 5.2449327 1.2958993 10.5419957 11.1856724 10.7298481 12.1604451 10.7189142 10.6583459 8.9636180 9.6757939 7.4160087 10.3533051 10.3918980 NA 2.5854193 6.9746131 7.7114034 10.0478309 10.5266026 7.3596099 10.3854390 4.2959140 TCGA-CV-7261 57 0 NA 1099 head and neck stage iva t4a n0 NA male 2008 NA NA head and neck squamous cell carcinoma 41 1967 0 white not hispanic or latino 2 4 1 1 2 2 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 3.571815e-06 9.70979e-07 9.183640840 -0.009843833 11.147146465 2.690551190 4.544701750 10.251034976 8.768192597 5.648327379 8.495926960 15.133319234 8.911956371 9.965246925 8.268564924 1.575070247 9.177467378 8.734949372 5.633971684 3.238037809 2.312055210 9.221336501 1.990119852 4.944310305 10.965605163 6.908978587 11.965246853 NA 10.929694628 11.120685976 9.621292557 9.526362690 1.312026157 2.312055210 4.312040684 9.081312728 0.575118667 NA 14.247466417 5.718035510 9.446767576 11.814875301 8.235668191 7.666072712 10.539418822 3.160032748 -0.009843833 12.130785439 11.215925350 8.045397646 -0.009843833 10.744585380 6.454457231 12.596289264 7.289323605 4.238045454 NA -1.009843833 -1.009843833 2.797469586 2.690551190 14.689443853 15.006726332 9.539900135 13.024828422 -1.009843833 3.690551190 11.205951742 0.575118667 1.797469586 9.717184932 12.187946413 0.842134080 17.981399195 10.651448198 NA 2.312055210 2.690551190 11.539900086 6.973109551 4.944310305 11.110106959 9.555217400 15.724996997 9.731582426 9.474938311 4.077576285 11.512942090 9.936290620 6.238043543 13.985212986 10.058893734 10.732424815 11.439006058 NA 8.941400092 10.945765334 7.734949372 0.575118667 NA 1.797469586 6.149986871 10.215925350 10.828531465 1.990119852 5.238041631 5.823005406 7.072264471 NA 10.863944024 NA 12.169402525 9.403193148 11.054858175 2.312055210 12.894561878 3.238037809 9.290467948 10.909351222 9.759953244 9.054858242 11.129807444 7.995740021 13.267693415 10.185487615 1.797469586 9.195908581 6.724824869 9.112943515 11.904500543 8.211702411 11.538696551 8.582572561 0.990083536 10.927489246 1.797469586 0.3375500 0.3375500 1.4452000 -0.0123000 0.0965250 0.0965250 0.0522410 0.5960200 -0.1844600 -0.1844600 -0.0445510 -0.3669500 -0.1638300 -0.1701800 0.2177600 0.3040900 0.2395400 0.4790700 0.0696690 0.2569900 -0.4063900 0.2412400 0.7175400 -0.2992200 0.0143300 0.3309200 -0.0908900 -0.0908900 0.0080567 -0.4514000 -0.4424300 0.2659200 0.3375500 0.3375500 -0.8291100 -0.4524400 -0.4524400 -0.4524400 -0.4524400 -0.4812000 -0.4617400 -0.4617400 -0.4617400 -0.4492100 -0.4492100 -0.4525300 -0.0608960 0.5960200 0.5338000 -0.3247700 -1.2181000 0.2177600 -0.0737430 -0.0737430 -0.0737430 -0.4421000 0.2491800 0.0696690 -0.0983160 -0.0983160 1.4809000 0.0519560 -0.4368000 -0.4559700 -0.4559700 0.1028200 0.2212900 0.0143300 -0.2991000 -0.4838600 -0.3242600 -0.4472800 0.0000000 0.0000000 0.0000000 0.000 0.000 0.304 0.304 0.409 0.000 0.000 0.000 0.241 0.000 0.000 0.103 0.221 -0.299 0.000 0.004 -0.324 -0.160 0.264 0.000 0.000 -0.447 0.295 0.318 0.318 0.070 0.523 -0.462 -0.462 0.000 -0.437 0.000 0.000 0.476 0.596 -0.280 -0.139 0.054 0.218 0.000 0.000 0.000 0.000 0.304 0.304 0.409 0.000 0.000 0.000 0.241 0.000 0.000 0.103 0.221 -0.299 0.000 0.004 -0.324 -0.160 0.264 0.000 0.000 -0.447 0.295 0.318 0.318 0.070 0.523 -0.462 -0.462 0.000 -0.437 0.000 0.000 0.476 0.596 -0.280 -0.139 0.054 0.218 0.000 0.000 11.132222 -1.009844 10.979897 6.529274 11.174371 11.687947 10.745420 12.048953 10.080889 10.030405 12.277972 12.584673 8.029034 11.130945 12.815372 11.020438 4.812847 13.985213 10.596058 10.732425 10.902631 10.939577 11.680343 13.261681 13.192851 12.251770 -1.009844 3.575082 9.423701 10.134774 9.952288423 12.032971745 11.193157494 1.990119852 11.328851776 9.058893599 15.458166163 10.265657940 8.493941088 9.570373936 9.187332029 12.236559137 9.184268887 8.080228074 9.835605482 11.745837574 2.312055210 10.852752802 10.283012164 8.329965371 12.130785439 1.990119852 10.565181877 9.539900135 6.088147959 5.797469586 6.109057528 9.831679826 -0.009843833 9.538937348 10.968825884 10.732424815 11.439006058 11.185179962 10.945765334 11.310633911 5.771476264 0.575118667 9.399294162 10.484470987 7.844983764 4.872759824 10.863944024 11.574843068 11.054858175 11.973643488 10.228520142 11.374899175 8.697474640 11.129807444 8.700921692 9.397383070 11.265396047 2.575070247 -1.009843833 7.932629929 8.432105059 10.009011045 9.743332183 7.275517415 10.495430748 4.872759824 TCGA-CV-7263 64 1 560 NA head and neck stage ii t2 nx NA male 1997 NA NA head and neck squamous cell carcinoma 60 NA NA black or african american NA 2 2 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.363749e-06 7.62912e-07 8.9944148 -0.6348674 10.2715731 5.2230402 6.3537432 10.8445860 9.0462968 7.2011084 8.8827277 15.6504200 6.9234784 7.9907671 8.3002235 NA 9.1065253 8.7159973 5.1464190 6.6224458 9.2175877 7.7638019 1.3650766 NA 10.7425400 6.8203858 11.7797435 NA 11.1388157 10.8569114 11.2434924 10.1864337 1.1724235 0.6869711 4.0654948 8.2190538 NA -1.6348674 13.2994403 6.4365200 9.2935767 11.6110566 9.1023057 7.6153567 10.9090568 3.5349829 NA 11.5500886 13.2341219 8.5135350 2.2719634 12.6299407 5.6189522 12.1882265 7.8203858 5.5046109 3.2230363 3.8569160 -0.6348674 2.5349829 0.6869711 15.3065862 15.1590013 10.2854111 13.1645423 -0.6348674 6.5198768 11.4485376 2.6129894 2.2719634 9.4176264 11.5944780 1.6869711 17.1157686 11.8848174 NA 3.2719485 2.8244827 12.1739219 10.6585300 3.1724075 11.0939120 10.2950564 15.1671833 9.3977929 4.1979519 4.3650556 10.7514597 9.7071330 5.6596791 13.7386287 8.3002235 11.1623145 12.4006307 NA 8.7965559 11.6878315 8.5211415 0.9500204 -1.6348674 4.3192566 7.3337252 9.3790787 9.8797724 2.1724235 3.4094588 1.1724235 5.3984803 4.9649715 10.9698431 6.8528977 13.1046280 9.4516989 10.4311475 5.4418752 13.0400229 1.5350078 8.3565801 10.7270021 8.8964399 9.3950356 10.6928383 6.5148056 11.9184476 10.3632962 0.9500204 8.7346558 6.8768104 8.3551621 11.9573985 8.5399839 12.4759494 9.0929788 0.3650206 12.1849380 2.2719634 0.134350 0.140130 0.580770 -0.160390 -0.155790 -0.155790 0.128890 0.128890 0.386840 0.383860 0.383860 -0.437690 -0.437690 0.648180 0.120350 -0.154220 -0.154220 -0.130960 -0.130960 -0.435610 -0.435610 -0.052261 0.095117 -0.147720 -0.147720 0.089561 0.392470 0.376770 0.000000 0.121670 0.121670 0.105120 0.134800 0.134800 0.140130 -0.448570 -0.448570 -0.448570 -0.448570 0.279310 0.279310 0.279310 0.279310 -0.160760 -0.156690 -0.156690 -0.149010 0.128890 0.128890 0.386840 -0.437690 0.648180 -0.153750 -0.153750 -0.153750 -0.161410 -0.154220 -0.130960 -0.435610 -0.435610 -0.144380 -0.175880 -0.052261 0.122700 0.122700 -0.438750 0.112130 -0.147720 -0.147720 0.065513 0.089561 -0.127840 0.000000 0.000000 0.000000 -0.154 -0.154 -0.154 -0.154 -0.131 -0.131 -0.436 -0.150 0.000 0.123 0.123 -0.439 0.000 -0.148 -0.148 0.000 0.000 0.122 0.122 0.377 0.377 -0.128 0.000 0.135 0.135 -0.449 0.581 0.279 0.279 -0.160 -0.160 -0.153 -0.153 0.129 0.129 0.384 0.384 -0.308 0.120 0.000 0.000 -0.154 -0.154 -0.154 -0.154 -0.131 -0.131 -0.436 -0.150 0.000 0.123 0.123 -0.439 0.000 -0.148 -0.148 0.000 0.000 0.122 0.122 0.377 0.377 -0.128 0.000 0.135 0.135 -0.449 0.581 0.279 0.279 -0.160 -0.160 -0.153 -0.153 0.129 0.129 0.384 0.384 -0.308 0.120 0.000 0.000 10.94154263 -0.04990491 10.60570952 4.93491274 10.97884779 11.83800038 9.58845680 12.64336255 10.40911086 9.33732018 11.69457436 11.52414122 7.80800206 10.48853308 10.38603825 10.39985724 4.39936253 13.73862868 10.40603287 11.16231453 10.98321431 10.06679798 11.69905219 13.10604645 12.95903291 11.33839689 0.95002042 2.88861663 9.42912738 10.99236419 10.9330144 11.6095708 11.0050773 1.5350078 11.9825258 10.3423382 15.0253321 9.2400397 7.5793778 8.8017698 9.4735828 10.6914878 8.8606435 8.8214127 10.4901488 9.7099090 9.2175877 10.6197917 9.3423383 8.7444366 11.5500886 3.0655034 10.0515588 10.2854111 6.1529601 7.2898704 3.4094588 9.3494767 -1.6348674 9.1348960 8.0445384 11.1623145 12.4006307 11.3884661 11.6878315 11.3340850 4.2957965 4.3874246 8.0654980 11.0370416 8.0793040 6.1332429 10.9698431 11.2681870 10.4311475 13.0411256 11.0745729 11.2419589 9.4128639 10.6928383 7.5573511 10.4555016 10.5065269 4.7913244 -0.6348674 1.5350078 9.0876951 10.3752367 9.7739187 7.2105486 10.0972257 4.9649715 TCGA-CV-7406 49 1 1748 NA head and neck stage ii t2 n0 NA male 1999 NA NA head and neck squamous cell carcinoma 9 1974 0 white not hispanic or latino 3 5 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 5.375062e-06 2.21938e-06 10.579350354 -1.591179465 10.501886733 4.315689396 4.291441481 10.260938699 9.212930405 6.703420518 8.116158349 13.573195624 8.126475791 7.872323974 8.173671141 2.216144408 7.439466061 9.503536773 5.712579274 5.517322942 12.333147913 9.634609240 0.730748629 3.578721387 11.697521250 7.422819985 11.402445383 2.656725170 10.699682191 10.966980865 10.516670276 10.662055923 -0.006216965 1.730748629 3.109243534 8.998066564 3.315696641 4.818191015 11.989646719 5.442223627 10.751418529 11.534374237 9.097923613 8.243270160 12.080782592 4.963386265 4.637616042 12.799304189 12.171596595 8.712579961 NA 9.990941250 4.178834131 12.334261049 5.739715814 8.196701950 2.216144408 -0.591179465 2.109226816 2.496257806 -1.591179465 12.502956208 12.785719669 10.463064518 13.041340208 -1.591179465 4.109235175 9.264446588 6.527739717 3.694200462 9.314938238 11.303048714 -0.263438417 16.345281993 12.240502436 5.963388577 2.109226816 5.558546226 11.935787529 11.558228931 2.408793367 11.396095306 9.746978630 15.250302253 9.354974625 3.408793367 6.721681619 10.388224523 10.232564590 5.266779046 12.412387514 9.962908437 11.863098605 12.517323779 NA 8.436705297 11.563301014 5.851744045 -1.591179465 NA 4.993760396 6.944074822 10.024428978 10.738595679 1.993746812 8.993761811 5.266779046 7.285316209 NA 9.817129005 0.993783035 12.738175246 10.025678880 10.491281014 5.637618940 13.565079950 5.442223627 8.886557463 10.212123291 7.753095043 9.240106545 11.154696297 8.883519404 12.368348542 10.041340190 2.801117258 10.852778858 6.963388577 8.072357199 11.982801464 8.084756312 11.840035736 8.400321031 0.993783035 11.846551413 1.868212636 0.01942000 -0.59255000 1.17880000 0.00241530 -0.00534230 -0.00534230 -0.00035875 -0.04280700 0.00310940 0.00310940 0.01578400 0.00533210 0.00533210 0.00533210 -0.03352800 0.01970000 -0.01058900 1.16510000 0.00000000 -0.60241000 -0.60241000 -0.01953200 -0.02419400 0.08022700 0.56071000 -0.07128300 -0.01320800 -0.01293200 -0.04614100 -0.12402000 0.01396900 -0.02076700 0.01942000 0.01942000 -0.59255000 -0.00257520 -0.00257520 -0.00257520 -0.00658620 -0.61427000 0.01076000 -0.50023000 0.01271300 -0.61091000 0.01970000 0.00908860 -0.00132870 -0.04280700 -0.00948580 0.00310940 0.00533210 0.00533210 0.57762000 0.57762000 -0.61168000 0.02096100 -0.60696000 0.00000000 -0.60241000 -0.60241000 -0.08287900 -0.62375000 -0.01984500 0.49708000 0.49708000 -0.64580000 -0.02419400 0.53703000 0.53703000 -0.07128300 0.48413000 -0.00271310 -0.04806500 -0.04806500 -0.04806500 -0.034 -0.612 0.000 -0.596 0.000 0.000 -0.602 -0.624 0.000 0.000 0.497 -0.622 0.000 0.537 0.537 0.000 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.034 -0.612 0.000 -0.596 0.000 0.000 -0.602 -0.624 0.000 0.000 0.497 -0.622 0.000 0.537 0.537 0.000 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.3341683 1.2161755 10.3550587 4.9786533 10.5480309 10.9379834 12.7459334 13.1713371 10.1922069 10.3666269 9.8455109 11.9896467 8.4214240 11.8732175 12.2663916 12.2643492 4.4020195 12.4123875 10.4084470 11.8630986 10.8968905 10.8973927 11.2195717 12.1712758 12.8379445 12.4387767 0.7307486 -1.5911795 8.9244993 10.5862189 10.341014 10.986228 10.442910 4.431168 12.233360 9.980552 14.782853 6.408800 10.565830 9.124761 10.524493 12.461707 9.514878 9.566146 10.183998 8.913618 12.333148 10.636114 9.398903 7.888579 12.799304 2.932364 9.790883 10.463065 5.517323 5.023508 3.538079 9.331384 NA 8.772934 10.389653 11.863099 12.517324 11.193639 11.563301 11.727907 2.578721 3.408793 9.261922 13.151582 6.436705 4.163684 9.817129 11.211720 10.491281 13.004698 10.364449 9.669719 8.367352 11.154696 7.212930 10.676171 10.493940 1.216175 NA 9.585596 8.597598 10.328408 9.366627 8.352779 11.340276 6.414423 TCGA-CV-7407 67 1 1081 NA head and neck stage ii t2 nx NA female 1992 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 4 3 2 2 2 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 1 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.571815e-06 1.387113e-06 10.1728401 NA 11.6529378 3.0895320 3.0254009 9.5295910 0.1509495 8.7520866 8.5011374 15.9843768 7.3341571 7.1358283 7.8186378 NA 10.1742271 7.1282150 4.8138992 7.9838247 9.8192289 9.3333291 1.3733420 NA 6.0658179 6.8879005 11.1236753 NA 9.8828196 10.5299521 9.8168629 10.2716047 1.3733420 -0.4340130 3.5659749 8.6629247 0.1509495 NA 14.6234776 3.7754299 9.7796841 11.4991097 7.3603880 6.5432515 11.9310645 0.8879151 2.6534270 14.3858271 14.1115100 8.2062173 2.1509495 10.8988480 6.4253200 12.4956931 6.6640049 7.6587292 NA NA NA -1.4340130 -1.4340130 16.4789667 17.0649232 10.2147793 12.2753793 0.8879151 1.7359120 10.4067503 0.8879151 1.5659870 9.2215030 11.4503337 1.1959145 18.8617535 11.7863507 NA -0.4340130 0.8879151 11.9336601 8.4501427 5.2524724 11.4868499 10.0497881 15.7359071 9.3949021 4.1509333 3.6952589 11.1152757 10.2677119 5.5546564 14.2830275 9.9301069 12.6860482 11.3652540 NA 8.5389521 11.3869490 5.3208601 NA -1.4340130 5.2098276 6.7851412 11.4503337 10.6427879 -0.4340130 4.3208601 NA 8.9191193 NA 10.9840884 -1.4340130 12.6768634 8.8372018 10.8791388 3.0895320 12.8227707 4.7754246 9.6816662 10.9102683 5.4114635 9.2480891 9.6680267 6.4239529 10.8124161 10.3733273 -1.4340130 11.2830061 5.3861522 8.4270593 11.4689127 7.1733024 11.6259927 8.4713594 NA 10.6283559 0.5659870 0.3587400 2.2278000 3.0211000 0.2408000 0.3036400 0.3036400 0.2642200 0.2642200 1.2753000 0.4314500 0.4314500 1.2821000 3.6569000 1.4946000 0.6019900 -0.0912680 0.3447200 0.4081300 0.3035600 0.0696900 0.0538270 -0.2687500 -0.0301110 -0.3236600 -0.3280200 -0.3303900 -0.3030800 -0.3030800 0.2058200 -0.0426330 -0.5492300 0.9544400 0.1463900 -0.8399300 -0.4490900 -0.0454800 -0.3793000 -0.3851500 -0.6610400 -0.1786900 -0.1839400 -0.1840600 -0.2003100 -0.3800900 -0.7130000 0.1804300 0.3036400 0.2642200 0.2642200 -0.2954200 -0.7031500 0.5248200 0.0000000 0.0061293 0.0119780 -0.1142800 -0.4537100 -0.0929870 0.0696900 0.0696900 0.2845600 -0.0600570 -0.2687500 -0.1210700 -0.1210700 -0.0301110 -0.0314280 -0.3280200 -0.3388100 -0.3303900 -0.4169400 0.0430360 -0.1601200 -0.1601200 0.2058200 0.000 0.000 0.000 0.000 0.304 0.000 0.000 0.000 -0.269 -0.121 -0.121 0.000 0.000 -0.324 -0.324 0.000 0.369 0.702 0.881 -0.303 -0.303 0.000 0.365 0.000 0.000 0.961 1.247 -0.184 -0.184 -0.139 -0.380 0.304 0.000 0.264 0.264 -0.295 0.136 0.592 0.592 0.046 0.206 0.000 0.000 0.000 0.000 0.304 0.000 0.000 0.000 -0.269 -0.121 -0.121 0.000 0.000 -0.324 -0.324 0.000 0.369 0.702 0.881 -0.303 -0.303 0.000 0.365 0.000 0.000 0.961 1.247 -0.184 -0.184 -0.139 -0.380 0.304 0.000 0.264 0.264 -0.295 0.136 0.592 0.592 0.046 0.206 11.637435 1.565987 10.305403 7.743392 10.736836 11.470417 8.974302 11.735741 9.309124 9.861167 13.317726 12.096501 9.246332 11.132502 11.357949 11.122478 5.675542 14.283027 12.195215 12.686048 11.489300 10.523437 11.773444 13.316413 12.746503 10.580690 NA 1.887915 9.563857 11.292616 10.745259 11.835537 12.412246 1.887915 11.563857 10.237071 14.020335 8.167743 6.919120 9.046763 8.842097 12.606690 8.428114 8.728364 10.729308 9.379754 9.819229 11.127738 9.496710 6.962577 14.385827 1.373342 10.046258 10.214779 5.293893 6.287071 5.577199 9.684913 NA 9.466839 11.470231 12.686048 11.365254 9.659390 11.386949 11.363431 NA 9.542536 7.734695 10.105616 8.586952 8.023353 10.984088 10.548966 10.879139 11.756723 10.577200 9.990139 9.575101 9.668027 8.433251 9.826892 9.565972 NA NA 5.914701 9.537135 9.017183 9.604206 7.238398 10.020272 3.089532 TCGA-CV-7409 43 1 543 NA head and neck stage ivb t4a n3 NA male 1994 NA no head and neck squamous cell carcinoma NA NA 7 black or african american not hispanic or latino 1 2 NA NA 2 2 1 2 3 2 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 8.773489e-06 2.531481e-06 7.9116838 NA 10.8879175 NA 2.9229970 11.4166544 7.5288487 5.6563534 9.1556599 16.3373143 7.4898143 6.7558890 8.2681827 NA 8.7187140 10.1172635 4.4084266 2.6885385 9.1305016 8.2249524 0.1859934 NA 6.4590512 9.6241322 11.5264400 NA 10.2561544 10.5726145 9.9733919 10.1963284 NA 2.4084130 2.0604971 8.6274423 2.7709981 NA 13.2874073 3.3559606 10.1106432 10.8232621 7.5552671 4.7709981 11.5017491 2.0604971 -1.3989691 14.1361337 13.2111153 8.5911749 0.1859934 11.7902778 8.1665156 11.0445326 7.0929241 6.6178788 -1.3989691 1.6010784 NA 3.4084266 0.6010309 15.8441513 16.3194418 10.3893815 12.1698584 NA 2.6010784 10.6688415 0.1859934 -0.3989691 8.0481544 11.1981924 3.1860409 17.3442158 10.5399154 -1.3989691 0.6010309 2.3014999 11.4905749 6.1009167 5.4212502 10.6141633 10.3408515 15.2017099 9.2404117 3.6010665 2.4084130 10.9113997 10.0231357 3.6454596 11.9885189 8.8044189 10.5865571 10.6865434 NA 8.5318084 10.6664871 7.9695776 NA -1.3989691 2.4084130 7.2980387 9.1718753 9.1058899 -0.3989691 6.9976763 NA 7.5754855 NA 10.5225400 7.7406220 12.7108200 9.1051052 10.9834248 2.3014999 12.7936720 8.3492640 8.4775879 11.1197242 8.9286235 9.0696949 9.4467570 5.7303546 10.9165036 11.3609591 2.5079722 8.3101547 8.5596237 7.7834652 10.7466848 7.9564220 10.5329165 9.2240379 NA 9.4204517 -0.3989691 0.2915100 0.0183830 0.9035100 0.3986700 0.0000000 0.0000000 0.8073500 0.8532400 -0.4970500 -0.4970500 1.5801000 0.3881600 0.3881600 0.8920700 1.0648000 0.7354900 -0.0085766 0.4205100 -0.0046605 -0.0187650 -0.0187650 -0.0927420 -0.4468500 0.4375000 0.0410340 -0.0323140 0.0252500 1.8100000 0.5976400 -0.0426520 -0.0094046 0.4353000 -0.0013858 0.0183830 -0.4621700 -0.4792300 -0.4792300 -0.4792300 -0.4792300 -0.0016629 -0.0016629 -0.0016629 0.4609200 0.0031910 0.0093098 -0.0280390 -0.0016629 -0.0793430 -0.1072300 -0.5211300 0.3881600 0.8920700 -0.0142280 -0.0226230 -0.0098121 0.7354900 -0.0085766 -0.0046605 -0.0350400 0.0051359 -0.0229580 0.8338100 -0.0927420 0.4106100 0.4106100 0.4882000 -0.1268100 -0.4538300 -0.4538300 -0.0323140 0.5450600 -0.4522200 -0.5778800 -0.5745700 0.5976400 0.000 0.000 0.735 0.000 0.451 0.000 0.000 0.838 0.000 0.401 0.401 0.000 0.000 0.396 -0.454 0.000 0.513 0.000 0.435 0.000 1.827 -0.452 0.000 0.278 0.000 0.424 0.904 0.000 0.000 0.393 0.000 0.000 0.000 0.807 0.000 0.754 1.251 0.388 1.065 0.533 0.533 0.000 0.000 0.735 0.000 0.451 0.000 0.000 0.838 0.000 0.401 0.401 0.000 0.000 0.396 -0.454 0.000 0.513 0.000 0.435 0.000 1.827 -0.452 0.000 0.278 0.000 0.424 0.904 0.000 0.000 0.393 0.000 0.000 0.000 0.807 0.000 0.754 1.251 0.388 1.065 0.533 0.533 10.7010762 -0.3989691 10.5908770 5.2449289 12.3573145 11.5860020 10.2435740 10.9955337 9.0676573 9.3450639 11.0686765 11.8019696 8.9353442 10.6464894 10.0115223 10.1609260 4.3109145 11.9885189 9.5797815 10.5865571 11.0239242 10.1300133 11.1353738 12.9137951 13.7595623 10.9241257 -1.3989691 1.4084401 9.4844779 9.2494285 10.3576273 12.0278599 10.3824307 -1.3989691 11.3505214 10.7122066 15.3068493 9.6122983 6.6010710 9.5169504 9.3230246 11.7091053 9.6123261 8.6685053 11.1747182 9.5450510 9.1305016 11.3021608 8.9453669 6.9139545 14.1361337 3.2449327 10.7593651 10.3893815 6.4775883 5.6671598 0.1859934 9.4512579 -0.3989691 8.9139539 9.8696130 10.5865571 10.6865434 10.5886903 10.6664871 12.0232672 -1.3989691 NA 8.4574966 10.0252373 6.1402306 3.5079595 10.5225400 11.1869724 10.9834248 12.4809414 10.8316919 10.7351764 8.5479772 9.4467570 7.5288487 9.9542178 10.0373244 1.4084401 0.6010309 6.5318087 9.5425442 9.5034461 9.8666861 6.3221697 10.4188541 7.5377092 TCGA-CV-7410 61 1 6417 NA head and neck stage iii t2 n1 NA male 1993 NA NA head and neck squamous cell carcinoma 38 1948 1 white not hispanic or latino 3 1 3 2 3 3 2 3 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 1.283079e-06 4.508117e-07 10.8617162 NA 10.5955401 3.6111252 5.5998058 10.5518024 4.7404041 9.1463971 8.7130974 16.7523557 7.5682237 7.3115612 8.1942043 5.0540670 9.7621382 9.4636513 5.4313020 6.4440110 4.6555178 8.1942043 4.4691045 NA 11.2145162 5.0373866 11.5461025 3.4184733 10.2105697 10.3739190 10.6926051 11.3037371 -0.3889221 NA 4.8205772 9.6128466 -1.3887332 NA 14.2548651 7.4281055 8.7313594 11.5611307 8.8132454 6.8399407 10.8557828 2.0705611 NA 11.7727260 13.6784720 9.0247496 6.9905000 12.2207621 9.2112018 12.8451157 7.9730653 8.0949375 NA NA -0.3889221 3.9330533 0.9330438 16.3296204 16.8379333 10.4424289 12.9721744 NA 4.8965237 9.1502804 0.6110779 3.6985852 9.2522702 10.8217930 3.3115612 19.0131899 13.8926895 NA 1.9330438 3.5180063 11.6809070 10.6647082 5.7608676 11.4270013 10.0189205 15.3467438 9.2063792 5.7810475 4.0705525 10.3128613 9.5624063 7.7608689 11.7405721 8.0268637 11.7986284 11.7936712 0.6110779 8.8120203 11.2576804 4.8009465 -1.3887332 4.2258302 9.6825840 7.1580158 9.6758644 10.4998649 4.7404041 3.3660144 -1.3887332 6.7038787 -1.3887332 11.0843200 5.2693324 12.4812937 9.9078486 11.1587392 5.8399394 13.3906871 1.9330438 8.6852632 10.9445566 9.1139533 9.0807634 9.9354486 9.8679201 11.7611862 11.8740974 0.9330438 10.0934255 7.5769060 9.1512497 11.8526580 8.4087832 11.7537074 8.7684685 1.6111252 10.4581790 3.9686714 0.0000e+00 0.0000e+00 2.2984e-01 -6.0576e-03 6.2500e-02 6.2500e-02 3.9393e-03 3.9393e-03 7.0155e-02 7.0155e-02 7.0155e-02 -1.6823e-02 -1.6823e-02 -1.6823e-02 1.0371e-01 5.6068e-03 5.6068e-03 -5.5716e-02 -5.5716e-02 -1.1558e-02 -1.1558e-02 -3.5549e-03 6.9975e-03 2.6896e-03 -9.0385e-02 -5.4098e-02 5.4678e-03 5.4678e-03 2.4120e-03 1.0245e-03 1.0245e-03 1.0245e-03 0.0000e+00 0.0000e+00 0.0000e+00 -1.2546e-01 -1.2546e-01 -1.2546e-01 -1.2546e-01 -5.5986e-02 -5.5986e-02 -5.5986e-02 -5.5986e-02 -1.4247e-03 -4.0699e-02 -4.0699e-02 7.2452e-02 3.9393e-03 3.9393e-03 7.0155e-02 -1.6823e-02 1.0371e-01 -7.3424e-02 -7.3424e-02 -7.3424e-02 5.6068e-03 -4.8174e-02 -5.5716e-02 -1.1558e-02 -1.1558e-02 -1.9883e-02 2.1344e-03 5.3815e-05 -4.4634e-02 -4.4634e-02 6.9975e-03 6.9975e-03 -9.0385e-02 -9.0385e-02 -5.4098e-02 -5.4098e-02 -9.2294e-02 2.4120e-03 2.4120e-03 2.4120e-03 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.4099984 NA 9.8909701 7.6279300 11.0746461 11.8937671 11.7474720 11.1393315 9.6520962 11.3867320 10.7416922 11.5106674 9.6181489 10.6932707 10.8348217 10.1069766 4.6926336 11.7405721 9.2621733 11.7986284 10.8363291 11.1500380 11.0242206 13.0257613 12.6535506 6.8779086 0.1961034 4.5418617 9.3850850 10.6992474 11.2881806 11.9410581 11.9930701 2.8590552 11.7274656 10.9823538 14.5702624 10.0964478 9.4698797 9.2906018 9.2432080 12.6886050 9.6492725 8.7365352 10.3784786 8.4937646 4.6555178 11.0553601 8.9959053 9.4907049 11.7727260 5.5884028 10.3466777 10.4424289 5.9240048 9.9915828 0.6110779 10.1819261 3.1346810 9.8375338 9.4636513 11.7986284 11.7936712 11.2283595 11.2576804 11.5551016 -1.3887332 NA 8.6770360 10.2976222 11.3076546 4.7404041 11.0843200 11.2811139 11.1587392 12.3430770 10.3171859 10.4253035 10.2572302 9.9354486 7.4566115 10.1946746 10.6992573 10.3525886 4.8009465 2.0705611 10.4409712 10.1287910 9.8884090 7.1998362 9.9730655 4.8779062 TCGA-CV-7411 64 1 2717 NA head and neck stage iva t4a n0 NA female 1994 NA NA head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 6 3 3 3 3 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 6 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 3.363749e-06 1.248402e-06 9.09195392 NA 9.81309960 3.73158514 4.13212439 9.61423261 7.91428167 5.01846949 8.62300866 15.65125738 7.79163698 8.30205259 7.40061648 0.08773438 8.56953286 8.42980800 4.44528308 4.54716600 2.89508930 8.21185472 NA NA 10.90271630 5.61129634 10.56650295 1.40963532 10.78470093 9.78643807 10.88580007 10.64997582 NA 0.08773438 4.21701352 9.13666974 NA NA 13.44974566 5.21701740 8.91428197 11.17817663 10.09826150 6.43646170 13.28993373 3.17518924 NA 13.83838803 12.73271622 9.49924437 NA 12.81032748 8.85571910 12.80979375 5.13212850 7.03610106 NA NA NA 0.67265163 0.67265163 14.65244854 15.08827019 11.27755795 13.04456324 -0.91240138 3.08773438 10.45623982 1.40963532 1.40963532 9.61325427 10.72299806 NA 20.17312681 10.37429117 NA 1.89506991 1.89506991 11.89850582 7.02437177 8.33566100 11.40873977 10.32015429 16.39056861 8.92536128 6.04193069 5.01846949 11.23015959 9.96578428 5.68764582 12.44583371 8.92536128 10.53223065 12.63498943 NA 7.88214903 11.01773140 6.68764582 NA 0.67265163 2.54715366 6.37313486 8.63462775 10.22664508 0.08773438 NA 1.89506991 6.34512134 NA 10.51714014 NA 13.32270045 10.01227129 11.36589240 3.61129044 13.85301947 5.68764582 7.53067710 11.14707782 7.66138050 9.57255623 9.69470298 11.81841577 10.71070029 10.99010850 -0.91240138 9.82159607 5.98255100 8.73519179 12.13332241 8.43867252 12.56801868 7.94571421 NA 12.76424146 -0.91240138 0.00000000 0.00000000 0.00124810 0.00069327 -0.00110870 -0.00110870 -0.00055444 -0.00055444 -0.00235530 -0.00235530 -0.00235530 -0.00166290 -0.00166290 -0.00290910 -0.00290910 0.00221930 0.00221930 0.00777830 0.00431260 -0.00163850 0.00249690 0.00013863 -0.00249380 0.00069327 0.00069327 -0.00474870 0.01321300 0.01321300 -0.00180140 0.00147910 0.00147910 0.00291330 0.00000000 0.00000000 0.00000000 -0.00198440 -0.00198440 0.00124810 0.00124810 0.00069327 0.00069327 0.00069327 0.00069327 0.00069327 0.00069327 0.00069327 -0.00110870 -0.00055444 -0.00853210 -0.00235530 -0.89779000 -0.00290910 -0.00249380 -0.00249380 -0.00249380 0.00221930 0.00221930 0.00431260 -0.00163850 -0.00163850 -0.00332430 -0.00332430 0.00110930 -0.00318590 -0.00318590 -0.00249380 -0.00249380 0.00069327 0.00069327 -0.00474870 0.01000600 0.00083195 -0.00180140 -0.00180140 -0.00180140 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.5725562 NA 9.8422367 6.0764180 10.5619463 11.5735551 12.5003032 12.5797117 9.6651621 10.5950325 11.5710453 11.2266451 8.2450801 10.9983761 12.7032481 11.0524353 4.7103711 12.4458337 8.9095073 10.5322306 10.0792552 10.0520743 11.5021543 13.0415715 12.1509599 9.1923320 -0.9124014 -0.9124014 9.2564054 9.7279783 10.87726703 11.82265463 12.62313026 0.08773438 11.48085562 10.20732297 14.82566672 10.61716393 6.76721382 8.78470093 8.68764617 13.54953254 7.09251614 8.28494992 10.20732297 8.43867252 2.89508930 10.91030424 8.90151467 7.74236940 13.83838803 1.08773438 10.40458055 11.27755795 5.68764582 5.90791214 NA 10.71981977 NA 9.10454162 8.63655538 10.53223065 12.63498943 11.25326852 11.01773140 10.96961208 1.67269688 NA 7.97991159 9.08350060 7.68764652 3.54716600 10.51714014 11.38493627 11.36589240 11.87522788 10.31655205 9.94415889 8.15382256 9.69470298 6.70978551 10.83298754 9.94026294 2.54715366 -0.91240138 5.80197861 7.64155470 9.95114539 9.69598825 7.18576547 9.89830496 2.78816366 TCGA-CV-7413 74 1 294 NA head and neck stage ii t2 n0 NA female 1995 NA no head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 6 2 3 3 3 2 2 1 3 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 2.115347e-06 7.62912e-07 9.386513 NA 10.441311 4.427573 6.527111 9.958798 5.952417 5.239131 9.210540 17.302584 6.041685 7.865434 8.476424 NA 9.239130 8.934399 5.272296 5.868148 8.159379 7.652070 -1.187050 3.857264 11.837832 8.166012 11.207060 NA 10.410453 10.431251 10.028399 10.373676 1.134812 3.704772 4.170414 8.798451 NA NA 13.285493 4.942149 9.558540 10.438575 8.065531 7.577737 10.974627 2.513314 NA 10.530114 13.778655 9.115505 1.134812 11.273066 12.751671 12.170555 5.060795 9.576908 NA 4.272299 NA -1.187050 -1.187050 16.678351 17.321157 10.917792 12.733405 0.397803 3.567752 10.143783 2.134780 2.397830 9.553490 11.968791 1.620211 19.229086 11.166288 1.134812 2.900336 2.272292 11.068189 7.416492 7.130278 10.920433 10.845600 15.138347 9.501990 7.416492 3.857264 10.463469 9.625845 4.336426 11.830445 9.833846 9.465711 11.664615 3.513301 8.121205 10.994639 6.002691 1.397803 3.397830 4.513308 7.143782 9.090153 10.264077 -1.187050 NA 2.272292 7.051271 NA 10.975257 NA 13.030975 9.064691 10.810751 3.060791 13.079433 3.060791 8.793005 11.403687 7.629849 9.362650 10.264870 10.647732 12.215345 9.157162 0.397803 11.030823 6.344248 9.282507 12.498928 9.490585 11.215078 8.363613 NA 11.472193 2.397830 0.02286500 0.03199200 0.50828000 0.00000000 0.02222900 0.02222900 0.00833510 0.44460000 -0.01629200 -0.01629200 0.06451100 -0.43398000 -0.43398000 -0.43398000 -0.40606000 -0.06074800 -0.06074800 -0.01174900 0.01558700 -0.01477800 -0.01477800 0.44969000 -0.01958900 0.00013863 0.00013863 -0.48071000 -0.01009400 -0.01009400 -0.11574000 0.01181800 0.01181800 0.00110930 0.02286500 0.03284500 -0.46025000 -0.44502000 -0.93946000 -0.44383000 -0.44383000 -0.44091000 -0.44091000 -0.44091000 -0.44091000 0.00000000 0.00000000 -0.01642900 0.02222900 0.44460000 -0.46025000 -0.48197000 -0.43398000 -0.43398000 -0.01409000 0.00143490 0.01056400 -0.06074800 -0.06074800 0.00722170 -0.01477800 -0.01477800 -0.45618000 0.40665000 0.46400000 0.00152550 0.00152550 -0.01958900 -0.01958900 0.01656500 -0.46664000 -0.48743000 -0.02411400 0.00777830 -0.08572200 -0.08572200 -0.08810900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.407 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 0.000 -0.444 0.000 -0.441 -0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.407 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 0.000 -0.444 0.000 -0.441 -0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 10.6266469 0.3978030 9.2802776 5.7197557 11.7608678 11.0799391 11.1960300 11.8581134 10.2264936 9.4485838 10.8029697 11.9421487 7.9421485 10.8390433 9.7994189 10.4852911 5.0539411 11.8304449 8.3789199 9.4657107 10.0965329 10.3558976 10.1742612 13.1278603 11.9272588 9.4808643 0.8128678 1.6202110 8.6489162 9.6793719 10.0790666 12.5079852 12.8461166 -1.1870500 11.2883458 10.3774916 15.4347589 9.6161897 6.2722976 9.2454077 8.7361932 12.7027499 8.4531648 8.8531555 10.2784322 8.9714754 8.1593794 11.5004601 6.9524174 6.7553803 10.5301137 1.9828020 11.0729031 10.9177920 7.1835530 6.3520240 NA 9.7597720 0.8128678 9.6677341 8.5660826 9.4657107 11.6646147 11.0619791 10.9946391 11.1726153 1.6202110 1.9828020 7.8923503 10.1527157 8.1325378 4.9421485 10.9752570 11.3924174 10.8107508 12.2706313 10.6828450 10.6157859 9.0428862 10.2648701 8.4201960 9.8789549 10.7376782 1.8128678 4.9827928 1.8128678 9.5997397 9.7836906 10.5723378 8.6394142 10.4949825 4.6955095 TCGA-CV-7414 78 1 14 NA head and neck stage iva t4a n2b NA male 1995 NA no head and neck squamous cell carcinoma NA NA 10 white not hispanic or latino 2 4 3 2 2 2 1 1 3 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 1 0 0 0 0 5 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 7 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 7 7.663798e-06 2.878259e-06 8.2963464 NA 10.7491450 3.5725623 6.1354918 9.8785489 7.6156252 7.5196842 9.0808314 15.4327498 6.6049772 8.1262145 8.0750566 NA 10.0033890 8.6445063 4.8946577 5.0673203 8.2963464 9.0865829 0.1131671 4.2005907 11.3335031 7.3799112 11.8226394 2.4350418 10.7238421 10.3799113 11.3545121 9.2129110 1.1131004 3.8461222 3.0517201 8.5387461 NA NA 13.6423519 4.6779085 8.8605792 11.8896948 7.5588294 6.1647863 11.6564789 2.9875937 NA 10.2637183 14.0539583 8.4574207 1.5281712 13.9303416 3.8500893 12.7377679 5.3985282 5.2146611 1.3355404 NA -1.4719288 1.6980851 2.1131337 15.1782446 15.0762365 11.0232678 13.0679875 0.8500793 4.1428708 9.8106716 4.1720154 0.8500793 7.6392980 11.7746060 3.3288077 19.3690731 10.3992975 3.5281587 2.2286032 1.9876119 11.5539939 8.7926049 1.5281712 11.2648918 10.4648002 15.5204810 8.2406893 6.3225790 4.3610524 10.8568372 10.0711940 3.8500893 13.1839618 8.5915575 12.0474299 11.1582018 0.1131671 8.3111602 10.8974869 7.9183314 1.6980851 NA 2.2286032 7.5888585 9.1037014 12.4209896 2.3355118 3.6574457 NA 8.5196842 NA 8.0750566 -0.4719288 12.9344337 9.4597566 11.0707105 4.7179889 12.9710409 7.3767853 9.7587832 11.0107181 10.0354613 9.3900247 10.3993205 7.7855499 11.6869297 9.9518034 1.8500793 12.2866978 5.5393884 9.5154263 11.9898975 8.2023545 11.0071846 9.2704717 0.8500793 11.7210715 1.1131004 0.8860600 -0.0080244 0.8219600 -0.0042929 0.0000000 -0.0038783 0.0322810 2.9912000 2.9045000 0.0036076 0.8145400 -0.0127130 -0.0127130 -0.0127130 -0.0411590 0.0109820 3.6569000 0.0162860 0.0162860 -0.0018014 2.1560000 0.0376410 3.0141000 0.0280600 0.0280600 -0.0291050 0.0270760 0.0270760 -0.0829340 0.0358060 -0.8024400 -0.0146410 -0.0071556 -0.0071556 -0.0080244 -0.4974600 -0.5051500 -0.4879600 -0.8495500 0.7759900 0.0265140 0.0265140 -0.8465900 -0.4483500 -0.5112500 -0.8322800 0.0000000 0.8441500 -0.8412300 -0.8267200 -0.0127130 -0.0127130 -0.1438700 -0.8246400 -1.2929000 0.0109820 -0.8232600 0.0279190 -0.8388100 -0.0018014 0.0214630 0.7051300 -0.8115300 -0.7931100 -0.8009400 0.5935000 -0.0509320 0.0459910 0.0085412 -0.0722740 -0.0456350 0.5689900 -1.2929000 -0.0829340 -0.0829340 -0.144 -0.144 0.000 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 -0.703 0.593 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.000 0.000 0.000 -0.505 0.310 0.000 0.000 -0.448 -0.448 0.000 0.000 0.000 0.000 -0.013 0.796 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 -0.703 0.593 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.000 0.000 0.000 -0.505 0.310 0.000 0.000 -0.448 -0.448 0.000 0.000 0.000 0.000 -0.013 0.796 0.000 0.000 0.000 0.000 11.773269 1.987612 11.135153 6.262871 9.906457 11.330073 12.359074 13.828980 10.170214 8.936492 11.246481 10.143332 8.294691 10.763279 11.796412 10.639298 4.525004 13.183962 8.930108 12.047430 10.747633 10.747936 11.694296 12.424154 13.098314 11.675526 NA 1.850079 8.653576 12.104292 10.8529053 13.0793298 11.1874892 2.6156282 12.3479422 11.1213199 14.3068290 10.6350523 7.6702696 9.2654095 10.3826411 12.7613325 9.2718269 9.0260141 10.9277072 9.2980000 8.2963464 11.0996779 6.8135645 6.5281618 10.2637183 5.3095218 11.1926095 11.0232678 7.1280748 4.2830476 4.2286032 9.7086930 -1.4719288 8.4214636 10.2063222 12.0474299 11.1582018 10.5341376 10.8974869 11.6257006 4.2005907 9.4896120 7.6366870 10.3511314 5.5281618 2.6156282 8.0750566 11.0846683 11.0707105 12.0900468 10.4248731 9.7772757 8.5295703 10.3993205 8.1447113 10.7388336 10.6699500 -0.4719288 5.0980194 10.0324847 9.1529211 9.1638803 10.2190332 7.1354928 10.8601988 4.3610524 TCGA-CV-7415 60 1 695 NA head and neck stage iva t4a n2c NA male 1995 NA NA head and neck squamous cell carcinoma NA NA 16 white not hispanic or latino 2 3 1 2 1 3 1 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.150025e-06 9.70979e-07 10.3123160 NA 9.9691187 3.0176903 4.8348325 9.3566969 1.7953098 5.2692352 9.0080019 17.0566469 7.1292037 9.7319408 8.2960343 NA 8.7965546 8.3188645 5.1011122 3.7952994 3.9107806 8.6765869 0.2103889 NA 10.9582536 9.4431609 11.3286325 NA 10.1147240 10.8284198 10.2840356 10.7081922 -1.3744489 2.0596668 3.0176903 8.5920417 NA 6.7128406 13.6295983 4.7339020 9.1152258 10.8244366 7.6310024 7.2400872 11.4606387 3.2692277 NA 13.7005226 13.4417115 9.0463907 -0.3746360 10.8424267 7.7151198 12.7228339 6.4833595 6.5795739 1.4327457 NA -0.3746360 3.8733014 2.8733014 16.8286874 17.1557424 9.6649823 12.6344191 NA 3.2103421 10.7319407 -0.3746360 2.0848126 8.8164372 11.1732363 1.2103265 18.3896615 10.7757597 3.2103421 1.9472921 1.6253640 11.1923831 7.3258172 4.5795724 9.8048703 10.6404443 15.5380099 8.9506833 7.6697716 5.4582672 11.3748283 9.4661558 5.6477462 11.3530048 10.4018108 11.6315285 11.7023604 7.5795739 8.0198403 10.6864114 8.7260400 NA NA 4.5322671 6.5018945 9.6961697 8.9153966 -0.3746360 1.2103265 2.8733014 8.3344615 -0.3746360 11.0685804 1.6253640 13.2210432 9.5518369 10.8613920 3.0848126 13.6070343 6.4895638 8.6860736 11.1973674 7.0305193 9.7227515 9.6211449 9.3387642 12.7130064 10.5864657 1.6253640 10.8598959 6.2907138 7.4519265 11.6373039 8.7965546 11.1467329 8.7430208 -0.3746360 11.5137405 1.4327457 -0.0264410 -0.0172540 1.5727000 -0.0283550 0.3477800 -0.0022168 -0.0385780 -0.0385780 -0.3668000 0.9166300 0.8998900 3.6569000 -0.7140800 -0.3726800 0.7716900 -0.3690600 3.6569000 -0.0272680 0.0346000 -0.1286000 -0.1120800 0.3185100 0.2670200 0.2861200 0.2861200 -0.1272000 -0.0433310 -0.0433310 0.3605100 0.2602800 0.3145000 0.0000000 0.0024969 -0.8460300 -0.0172540 -0.7374000 -0.7316100 -0.7536600 -0.6524900 -0.3795700 0.3618200 0.3618200 0.3569600 -0.0029091 -0.0029091 -0.0029091 0.4553000 -0.3621500 -0.3621500 -0.3668000 -1.0766000 0.8217700 -0.0922130 0.0789470 -0.0205490 -0.3690600 -0.3646900 0.0623650 -0.1540000 -0.1286000 0.4476500 0.4513900 0.2966800 0.8619500 0.8619500 0.2670200 0.2670200 -0.2157700 -0.2157700 -0.1272000 1.1872000 0.5951800 -0.1168000 -0.0971000 0.3696900 0.000 0.000 -0.365 -0.365 0.000 0.000 -0.112 0.451 0.316 0.251 0.862 0.000 0.267 0.286 0.070 0.006 0.133 0.226 0.000 0.000 0.000 0.707 0.000 0.273 0.273 0.000 0.242 -0.309 0.357 0.000 0.000 0.348 0.348 0.000 0.000 -0.367 -0.367 -0.306 0.465 0.370 0.370 0.000 0.000 -0.365 -0.365 0.000 0.000 -0.112 0.451 0.316 0.251 0.862 0.000 0.267 0.286 0.070 0.006 0.133 0.226 0.000 0.000 0.000 0.707 0.000 0.273 0.273 0.000 0.242 -0.309 0.357 0.000 0.000 0.348 0.348 0.000 0.000 -0.367 -0.367 -0.306 0.465 0.370 0.370 11.462020 -0.374636 10.720574 8.696840 11.167200 10.707846 9.163567 11.265397 9.553156 10.259735 10.755948 11.849982 9.868552 10.604088 12.160653 9.609796 5.299922 11.353005 8.137131 11.631528 11.045338 10.454308 11.579210 12.713322 13.106105 10.074526 NA NA 9.528506 9.069357 11.3708420 12.0482310 11.2800138 -1.3744489 11.5464749 10.6165453 14.6861362 10.3469043 6.1799668 9.1847549 8.7260400 12.2581459 9.2468895 8.8804064 10.3579692 8.4661556 3.9107806 10.9433556 8.2382461 7.7234098 13.7005226 1.4327457 10.7011911 9.6649823 5.3118773 6.6026573 -1.3744489 9.9084662 1.9472921 9.4067375 10.3486121 11.6315285 11.7023604 11.0458644 10.6864114 10.4972830 3.6697751 2.3258181 7.5141207 10.7144972 7.6779458 5.7953020 11.0685804 11.0363591 10.8613920 11.7778211 10.4558930 9.4067375 9.0683212 9.6211449 8.7075269 10.4934287 10.5269990 0.2103889 2.0848126 2.5322671 9.8665506 9.5918832 10.2813556 9.1770861 9.6253777 5.4708687 TCGA-CV-7416 29 1 763 NA head and neck stage iva t4a NA NA female 1994 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 3 2 3 3 1 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.115347e-06 7.975899e-07 9.50421219 NA 10.27878709 4.89822770 5.99338453 10.75507759 -0.56128132 4.43879850 9.26057005 15.75120933 7.76971290 7.16330953 7.72650837 NA 9.55318922 8.39444597 5.30903791 3.39299052 10.90970914 8.74485771 NA NA 12.02950006 5.24614963 10.99386446 6.23969590 10.70675319 10.71840667 9.70850714 10.46047013 0.43882511 0.02375214 4.76072660 8.57415905 NA NA 14.31778095 6.71956679 9.26121557 11.71535674 7.85875624 6.93465095 11.53221365 -0.56128132 -1.56106846 13.74329001 13.57578719 9.01622496 NA 11.11695607 7.69509881 12.49170371 6.11827666 6.76971356 NA NA -1.56106846 2.52626917 -1.56106846 14.35074718 14.92887117 9.85400968 12.80388819 0.02375214 4.66761400 11.88613765 2.76073192 2.89822770 10.01149634 10.71956688 NA 17.73978534 11.81627778 NA 2.76073192 NA 11.96737229 8.00103825 4.39299052 11.48636821 9.90334186 15.53780479 9.77641806 8.09879219 4.19368502 11.15604407 9.64519998 5.13923618 12.02884154 7.82896472 10.56420952 11.32963031 NA 8.25897488 10.98689547 8.20532506 -0.56128132 1.24616483 5.34568733 7.18362943 9.70967542 9.92814229 NA 0.02375214 -1.56106846 4.96235930 -0.56128132 10.80812075 -1.56106846 12.84466881 9.94043929 11.46012314 3.76072128 13.31881000 7.53155301 8.30761841 11.11937537 10.48932496 9.93215125 10.74938610 9.23158649 12.27059811 12.11695603 1.43877190 10.17731065 6.33966297 9.75111186 12.66866635 8.50353876 11.46255043 9.38935191 2.60871464 9.37322406 NA 0.0000000 0.0094411 0.3274400 2.2086000 -0.1886800 -0.1886800 0.3728300 0.3728300 0.2887300 0.7083700 0.7678100 0.1556800 0.1556800 -0.2513700 0.0514500 -0.4415100 0.6966100 0.2321700 0.1935100 0.4874100 3.6569000 0.2103000 0.0225060 -0.2372300 0.2950800 -0.2215500 0.6321500 0.6321500 -0.2939700 0.0832390 -0.4413000 -0.1626600 0.0094411 0.0094411 -0.3981400 -0.2609000 -0.2609000 -0.2609000 -0.2609000 0.2132200 -0.1960700 -0.1960700 -0.7677100 -0.2057900 -0.2126500 -0.2126500 -0.1886800 0.3728300 0.3019300 -0.2723800 0.1556800 -0.2513700 -0.0203520 -0.0203520 -0.0203520 -0.4415100 0.7805000 0.1824400 0.5166100 0.4874100 0.2107600 0.7229000 0.2416200 0.2765400 0.2765400 0.0225060 0.2716600 0.2968300 -0.7872800 -0.2215500 -0.2535300 -0.2857900 0.2486300 0.2486300 -0.2949900 0.000 0.000 0.255 0.697 0.232 0.232 0.487 0.736 0.242 -0.227 0.277 0.000 0.000 -0.191 -0.191 -0.222 -0.222 0.000 -0.158 0.632 0.632 -0.286 -0.214 0.000 0.000 -0.261 0.053 0.213 0.023 1.193 0.981 -0.189 -0.387 0.373 0.373 -0.227 0.768 0.000 0.000 0.249 -0.045 0.000 0.000 0.255 0.697 0.232 0.232 0.487 0.736 0.242 -0.227 0.277 0.000 0.000 -0.191 -0.191 -0.222 -0.222 0.000 -0.158 0.632 0.632 -0.286 -0.214 0.000 0.000 -0.261 0.053 0.213 0.023 1.193 0.981 -0.189 -0.387 0.373 0.373 -0.227 0.768 0.000 0.000 0.249 -0.045 10.8001916 NA 9.8510642 5.9544965 12.6186274 12.6849985 10.2283298 11.1385854 9.9306492 8.5719384 13.7052532 12.6367038 8.3929922 10.9195863 10.2044966 10.5622709 6.4674197 12.0288415 9.8418081 10.5642095 10.1090097 10.4486247 10.8335267 12.4558655 12.6899086 7.6286205 0.4388251 5.1936850 9.5738640 10.5674349 10.8640120 12.3585905 11.6343221 0.4388251 11.6228966 10.2716861 14.5204455 9.4486247 6.7102596 9.5518870 9.0553448 11.7188418 9.5204725 8.2461511 9.7391487 9.2127595 10.9097091 11.4080027 8.6519002 5.5368269 13.7432900 0.7606893 11.0178763 9.8540097 6.2525765 5.3576576 NA 9.5149436 NA 10.0067522 9.9813444 10.5642095 11.3296303 11.1429159 10.9868955 11.0242281 2.2461648 NA 7.8817399 10.4167914 5.1112233 4.6286220 10.8081207 11.9147828 11.4601231 11.8551978 10.2086339 11.0491289 9.5745054 10.7493861 7.8268135 10.2299589 10.7189868 -1.5610685 NA 0.7606893 7.6563662 9.6112237 10.5079102 7.7471349 10.4214332 4.6867246 TCGA-CV-7418 62 1 789 NA head and neck stage iva t4a n2b NA male 1996 NA yes head and neck squamous cell carcinoma 60 1955 2 black or african american not hispanic or latino 2 4 1 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 4.646828e-06 1.59518e-06 9.4190467 NA 11.2689983 -1.3298848 4.5526599 9.4464483 3.4773665 8.1974924 8.6615373 15.6201953 8.3582657 6.5948277 8.6515827 NA 8.1916159 9.9617616 5.1129586 4.0962787 1.9919345 10.6597647 5.3979364 4.7785398 8.1355816 5.7034385 11.2913805 3.8794705 9.9291701 10.2270004 9.9368019 9.8082872 1.2549568 3.7612959 2.1294479 8.6016393 NA 4.9919435 12.9831109 4.1294479 9.7163004 11.3477350 10.1974923 8.6300173 10.6801938 6.1778102 4.2549795 14.4729860 11.2512159 7.9806280 2.4773665 11.3057335 7.7339766 12.1567247 8.2530982 5.4381997 1.9919345 NA -1.3298848 1.2549568 0.6700245 12.9380024 14.5501228 10.8928102 12.9283606 0.2549568 3.2549719 8.4965638 2.2549870 3.7144104 9.2512159 12.1139949 2.4419084 17.5665695 10.6840359 5.2398715 1.4773665 6.4709159 11.7683765 7.9964447 4.9368028 11.4212372 10.0868128 14.8588746 10.1960254 7.1129586 6.1212268 10.9800600 10.3565159 5.0098667 13.2330269 9.1108844 11.3711052 11.2457910 -1.3298848 8.7320616 11.3384572 8.4709151 0.6700245 NA 4.5769030 6.8745867 9.7999423 9.2754948 2.7574714 8.4660548 5.0098667 7.2847251 -1.3298848 10.3821125 6.9414784 12.3837241 9.0020744 10.6857788 1.8399596 12.7201191 7.2662047 8.4165299 10.8812953 6.2398715 8.6770427 10.1462299 8.4981519 10.7785398 9.5084314 1.4773665 11.7876585 5.0450541 9.1867004 11.6417385 9.1817680 10.6501549 8.5572358 0.2549568 10.6007527 1.4773665 0.091361 0.132200 1.374400 0.055433 0.358290 -0.097308 0.108830 0.128510 0.000000 0.000000 0.688200 -0.615230 -0.619830 0.073319 0.079076 0.052585 3.656900 0.722900 0.066576 -0.343500 -0.349230 0.936390 0.040952 0.145840 0.124530 -0.027750 -0.679630 -0.679630 -0.047338 -0.672970 -0.649080 0.579230 0.091361 0.091361 -0.642600 -0.665650 -0.645610 -0.634490 -0.664720 -0.663050 -0.632690 -0.637890 1.393700 -0.663980 -0.663980 0.017323 -0.412520 0.111020 0.062998 -0.031843 -1.292900 0.073319 -0.423260 -0.419980 -0.305870 0.065717 -0.650020 0.066576 -0.372680 -0.343500 0.115420 0.086867 0.345580 -0.672010 -0.672010 0.040952 0.025618 -0.653380 0.054721 -0.027750 -0.040287 0.053582 -0.127010 -0.157530 -0.143170 -0.420 -0.306 0.000 0.000 0.656 0.000 -0.343 0.115 0.940 -0.646 -0.646 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.680 -0.680 0.000 0.000 0.000 0.000 -0.631 -0.631 -0.663 -0.663 0.000 0.000 -0.315 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.127 -0.127 -0.420 -0.306 0.000 0.000 0.656 0.000 -0.343 0.115 0.940 -0.646 -0.646 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.680 -0.680 0.000 0.000 0.000 0.000 -0.631 -0.631 -0.663 -0.663 0.000 0.000 -0.315 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.127 -0.127 11.0404304 0.6700245 10.1698015 5.5888795 10.4917894 10.8514689 9.9525246 10.5678608 10.1768188 10.3393433 12.9077481 12.5971451 7.8349223 11.3271104 12.0813939 11.3562970 4.8083387 13.2330269 8.9646360 11.3711052 11.1457488 10.8191274 12.0560112 12.7546843 13.3335179 13.3311254 0.6700245 6.3210676 9.8342937 10.6508689 10.859531 12.201031 9.580658 5.009867 11.131239 10.639402 14.483245 9.799298 8.214980 9.798654 9.802515 12.350485 10.381919 8.356516 10.717480 10.385548 1.991934 11.056417 10.075689 7.773303 14.472986 4.714410 10.275032 10.892810 6.431566 6.570882 6.864772 9.554949 1.254957 9.447271 10.478175 11.371105 11.245791 10.067155 11.338457 11.891451 4.424902 1.839960 9.064960 11.317024 10.708591 4.859840 10.382112 11.688042 10.685779 11.582531 10.628206 10.535362 9.401334 10.146230 9.385119 10.272714 11.470713 4.062329 2.218440 7.031959 9.023570 10.070361 10.149796 8.213047 10.028667 3.370457 TCGA-CV-7421 76 1 2 NA head and neck stage iva t4a n0 NA male 1997 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 3 2 2 2 1 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.664535e-06 9.70979e-07 8.5496642 NA 10.5629609 2.6727874 7.3862229 10.1740378 8.3518522 4.5395187 8.3301572 14.7752057 6.4982126 7.8497660 8.5366078 -0.4146528 7.8544502 8.0488476 6.0182002 1.3927021 10.6510759 7.6514127 1.5853472 NA 10.7293441 5.6076913 11.3520592 NA 10.2506592 10.3764861 10.1365508 9.1447003 NA 2.0447438 3.9072560 8.0950193 NA -0.4146528 13.8469407 5.4801423 9.8135407 11.6711276 7.8753421 7.1513769 12.0373070 9.3251039 -1.4146528 13.9391248 11.7555613 8.2327816 -1.4146528 11.0060730 5.5160593 12.6056087 7.2788100 7.3234151 NA NA NA 2.8332544 2.0447438 13.8438502 14.3416666 10.2805516 12.6141789 NA 2.2857573 10.6327880 0.5853472 4.2577499 8.9797859 10.6045665 1.1703097 17.0285137 9.3385401 NA 3.4922121 4.6514134 12.8050212 8.3650425 4.3666859 10.6805917 10.5034411 16.3657476 8.8320637 0.5853472 6.1475652 11.1653462 6.9117527 4.6297180 12.2467673 8.7972115 9.7439330 9.6159904 NA 8.4055023 10.2073751 8.2055430 1.3927021 NA 1.9072368 6.5395202 9.1427869 10.5536301 2.7552508 2.0447438 5.7451943 7.8660938 NA 10.9137177 8.1945018 12.3764861 8.9840242 10.2354774 4.4182102 13.2778842 6.8845308 8.6187463 10.5060483 11.5579441 8.4572286 10.6640811 10.5271045 13.2914415 11.5683168 3.4433016 10.9649723 6.2718234 8.5839135 11.3070633 8.1926533 13.0179304 9.9329446 -1.4146528 9.7229549 0.1703097 0.0040243 0.0040243 0.6135300 0.6960700 -0.0309500 -0.0309500 0.2602800 1.4250000 0.7000800 1.3832000 1.7683000 -0.3565800 -0.3565800 -0.3565800 -0.0437370 -0.3546400 -0.3802200 0.4417200 0.1109600 -0.3474200 -0.3572900 0.1568100 0.1925400 0.1334700 0.1334700 0.7964600 -0.1987500 0.7030700 -0.1239500 0.0997240 -0.3538500 0.2499600 0.0040243 0.0040243 -0.0772120 -0.3524800 -0.3524800 -0.3524800 -0.3524800 -0.0023553 -0.0018014 -0.0018014 -0.0027707 -0.3527000 -0.3527000 -0.3527000 0.0000000 0.0607940 0.0607940 -0.3427400 -0.3565800 -0.3565800 -0.0208240 0.4974500 0.0310140 -0.3546400 -0.6280800 0.1109600 -0.3474200 -0.3474200 -0.0080244 -0.0080244 0.1568100 0.0715350 0.0715350 -0.1916200 0.1925400 0.1334700 0.1334700 0.1569600 0.2590200 -0.0347680 0.3153000 0.3153000 -0.1312200 0.466 0.000 -0.628 -0.628 0.119 0.119 -0.347 0.000 0.157 0.000 0.000 -0.188 0.005 0.133 0.133 0.000 0.000 0.149 0.149 0.078 0.276 0.000 -0.380 0.339 0.339 0.261 0.614 0.000 0.000 0.696 -0.353 0.000 0.000 0.000 0.000 -0.343 0.752 -0.348 0.000 0.184 -0.131 0.466 0.000 -0.628 -0.628 0.119 0.119 -0.347 0.000 0.157 0.000 0.000 -0.188 0.005 0.133 0.133 0.000 0.000 0.149 0.149 0.078 0.276 0.000 -0.380 0.339 0.339 0.261 0.614 0.000 0.000 0.696 -0.353 0.000 0.000 0.000 0.000 -0.343 0.752 -0.348 0.000 0.184 -0.131 11.110110 NA 9.998047 5.662140 12.704426 11.607516 10.852110 11.992591 10.575782 8.028267 10.370776 11.435901 7.162752 10.649729 12.118896 10.747715 4.215554 12.246767 10.789283 9.743933 10.091631 10.176846 10.863747 12.339399 12.675187 10.740458 -1.414653 5.313242 8.849766 10.927954 10.3330966 12.4955912 12.8637727 1.7552294 11.4551098 10.6961328 13.5503400 8.9128759 8.6833554 9.3650427 8.9744169 11.8267106 8.8193741 9.5344204 9.8770695 9.4541459 10.6510759 9.2665617 7.7923374 5.3132422 13.9391248 4.0447526 10.2296302 10.2805516 7.2822906 3.7146082 0.5853472 9.3781136 0.1703097 8.5740080 12.6778326 9.7439330 9.6159904 10.3760789 10.2073751 10.5149515 0.5853472 6.8660944 8.4618400 9.6520851 4.5853231 4.5395187 10.9137177 11.5023222 10.2354774 12.7483439 10.2788102 9.3191859 8.7886714 10.6640811 8.8982062 10.9420502 10.8035837 0.9072753 -0.4146528 8.5116191 7.8839818 9.0950982 8.9139982 8.7652324 11.3217251 4.5160593 TCGA-CV-7422 60 1 1037 NA head and neck stage iva t4a n1 NA female 1997 NA yes head and neck squamous cell carcinoma 80 1957 1 white not hispanic or latino 2 4 1 1 2 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 3.883916e-06 1.491146e-06 8.1168716 NA 11.2192796 2.5503836 4.2133628 10.1117886 6.9040312 6.3972776 8.0006896 15.5729358 8.2676903 7.4193889 8.2978416 0.7023916 9.2684517 9.0315212 5.4357519 3.1878311 11.4250345 9.5935738 1.3804524 -1.6197138 10.7933040 4.7727883 11.5338633 NA 10.4602877 11.0531160 8.8981391 10.1793463 1.1878311 0.7023916 3.3346684 8.4138788 0.3805078 NA 14.2762342 5.3577490 9.7012701 12.1403578 7.9673093 7.1320133 12.8385557 2.0808964 -1.6197138 10.6913664 12.4966511 8.2918614 1.1878311 10.9956394 6.8560819 12.7676792 5.6658731 4.7727883 -0.6194922 NA -1.6197138 1.8399193 -0.6194922 15.0822350 14.5215869 10.5123266 13.2583768 -1.6197138 1.7023916 9.8941972 0.7023916 2.0808964 10.6408011 12.0843732 0.7023916 17.8228727 10.8808136 NA 2.2873541 1.9654334 12.0614884 8.4398143 4.8398991 11.8109509 10.2824678 15.8469683 9.9701207 1.5504082 3.0809134 10.9621410 10.2141503 4.6658703 14.7189341 9.7231000 10.4059552 10.9705887 -0.6194922 8.5416016 11.2147431 7.8234131 NA NA 4.9503238 7.3404715 10.2711139 10.9820083 0.9653964 1.9654334 NA 5.9427115 NA 10.9193860 7.8088297 12.8245786 8.8199057 11.0111917 3.7380220 13.0213359 2.5503836 9.4499193 11.0619276 7.3171078 9.2881114 10.4706714 6.7068993 11.2192796 9.6188744 -1.6197138 8.6565940 5.3346648 7.8642852 12.3655110 7.4572848 11.3487764 8.5578891 -1.6197138 10.4529372 -0.6194922 0.23488000 1.36900000 0.69055000 -0.04698900 0.00909420 0.00909420 0.14756000 0.14756000 0.26294000 -0.21119000 -0.00456950 -0.23643000 -0.23643000 -0.14387000 0.20045000 0.02356600 2.11620000 0.23148000 0.23148000 -0.22564000 -0.22564000 -0.00180140 -0.05037000 0.45479000 -0.05374600 -0.04007300 -0.03204100 -0.03204100 0.01112100 -0.01898500 0.00000000 0.44020000 0.23488000 0.23488000 -0.47374000 0.23303000 -0.22318000 -0.22071000 -0.22071000 -0.22318000 -0.18219000 -0.18219000 -0.21243000 -0.04698900 -0.04698900 -0.21541000 0.21836000 0.14756000 0.14756000 -0.22268000 -0.23643000 0.20045000 -0.00069303 -0.00069303 -0.00069303 0.00416320 -0.22576000 0.22840000 -0.22564000 -0.22564000 0.12712000 -0.23043000 -0.00180140 0.03820600 0.03820600 -0.05037000 -0.05037000 -0.05374600 -0.22959000 -0.04007300 -0.04007300 -0.22392000 0.02006300 0.01112100 0.01112100 0.000 0.000 0.000 -0.226 0.231 0.231 -0.226 -0.222 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.440 0.440 0.000 0.000 -0.224 0.201 0.235 0.235 -0.221 0.000 -0.182 -0.182 0.000 0.000 0.000 0.000 0.148 0.148 -0.218 0.000 -0.236 0.175 0.000 0.000 0.000 0.000 0.000 -0.226 0.231 0.231 -0.226 -0.222 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.440 0.440 0.000 0.000 -0.224 0.201 0.235 0.235 -0.221 0.000 -0.182 -0.182 0.000 0.000 0.000 0.000 0.148 0.148 -0.218 0.000 -0.236 0.175 0.000 0.000 11.126774 -1.619714 10.586748 9.162649 11.405263 11.701403 12.376413 11.385743 8.800430 9.501356 13.501032 10.893457 8.353449 11.360218 13.190790 11.258904 4.907636 14.718934 10.562243 10.405955 11.067845 10.485723 11.201929 12.758338 13.402621 12.415183 -1.619714 1.702392 9.364888 11.350755 10.46594203 11.76740987 11.34444938 0.38050782 11.80108779 10.75115697 14.66391921 9.37694301 8.51489588 9.17081814 8.63667827 13.19880213 9.69669461 10.02071456 10.36879923 10.21256849 11.42503448 10.00343653 9.85468250 7.26311236 10.69136640 1.18783108 9.57091162 10.51232655 5.17488575 6.18136896 2.08089639 9.23689509 -0.61949218 9.11009045 11.82613115 10.40595525 10.97058875 11.67666886 11.21474312 11.83116538 -1.61971384 -0.03460356 10.52850441 9.92543398 9.50135554 5.46793155 10.91938604 11.75673069 11.01119175 13.16561552 10.98270451 10.99080237 9.13619164 10.47067138 8.03689451 10.23533802 10.80148244 5.75550986 -0.61949218 7.86428521 8.72503183 10.37021889 9.29858753 7.74241319 9.97852214 3.66587026 TCGA-CV-7423 65 1 3059 NA head and neck stage ii t2 nx NA male 1997 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 3 3 3 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.941958e-06 1.144368e-06 9.29015965 NA 10.50639090 2.08559462 4.28722109 10.31632951 6.75801396 4.01158509 8.18362050 15.45281217 7.52853225 9.04790614 7.03978435 NA 10.18467330 9.11901165 4.49158377 3.08559462 6.56456109 8.68847308 -1.23650344 NA 9.01277397 8.89680253 11.65126189 -0.23633348 11.05339118 10.62164147 11.16853593 10.66716575 NA NA 1.08556062 9.40665082 NA NA 14.17066261 6.50512715 9.77698319 11.57924390 9.04094776 5.33351676 13.21164768 1.57099716 NA 13.92852812 14.12172782 9.03629012 -0.23633348 12.16547331 8.47653115 11.83478760 7.60915066 7.21898745 NA NA NA 3.08559462 1.57099716 14.13937770 14.90792456 10.36217825 12.72384345 NA 4.04906438 10.84047606 NA 1.34862902 9.26847954 10.98252641 -1.23650344 18.89335107 10.39892514 NA 0.76366652 NA 12.61755477 8.17940207 8.84979665 11.64453536 10.46323294 16.04365183 9.26549761 6.76928512 3.97311529 10.74665405 10.63286873 4.51854773 12.47228097 7.87740255 10.68289621 13.11859851 NA 8.51854812 11.34909249 7.42543832 NA -1.23650344 1.93357264 6.39301627 9.42365632 9.27244573 -0.23633348 0.76366652 0.76366652 7.25951543 0.06225989 10.82974969 5.31824814 13.23031052 10.05727006 11.52832473 5.03044644 12.83570929 3.85111936 8.62008600 11.24571212 8.67804549 9.24948967 9.10971993 9.73304702 11.06429904 10.90608667 -0.23633348 7.53844737 5.04906438 8.10573517 11.88535587 7.90065129 12.76445273 9.18782687 -1.23650344 12.40085135 -1.23650344 -0.0611520 0.4655300 0.5884700 1.2118000 0.0158660 0.0158660 0.4718700 1.4101000 -0.5852000 0.5558400 0.5558400 -0.2767900 -0.2767900 -0.2549100 -0.2549100 2.6457000 0.9849400 -0.0067813 -0.0067813 0.2319400 0.2319400 0.0000000 0.0291840 -0.1314700 -0.5720900 -0.0147780 0.5517700 0.5517700 0.0546600 0.0693820 0.3373900 0.2555800 -0.3615900 -0.3615900 0.4636500 -0.5490500 -0.5490500 -0.5490500 -0.5490500 -0.2184900 -0.0614200 -0.0614200 -0.0614200 -0.1006600 -0.0118870 -0.0118870 0.0158660 0.0287630 0.0287630 -0.5852000 -0.8744700 -0.2549100 -0.2480000 -0.2480000 -0.2480000 -0.3559000 -0.5561700 -0.0067813 0.2319400 0.2319400 -0.2552700 -0.2476400 0.0000000 0.5143800 0.5143800 -0.5846100 0.0291840 -0.5720900 -0.5720900 -0.0147780 -0.0147780 -0.1559200 0.0013868 0.0013868 -0.6418000 -0.248 -0.248 -0.104 0.252 0.000 0.000 0.232 -0.248 0.000 0.414 0.414 -0.585 0.000 -0.131 -0.572 0.000 0.000 0.000 0.186 0.552 0.552 -0.156 0.000 0.464 0.464 -0.549 0.000 -0.218 -0.218 0.000 0.000 0.000 0.000 0.443 0.000 -0.585 0.556 -0.255 -0.255 0.000 0.000 -0.248 -0.248 -0.104 0.252 0.000 0.000 0.232 -0.248 0.000 0.414 0.414 -0.585 0.000 -0.131 -0.572 0.000 0.000 0.000 0.186 0.552 0.552 -0.156 0.000 0.464 0.464 -0.549 0.000 -0.218 -0.218 0.000 0.000 0.000 0.000 0.443 0.000 -0.585 0.556 -0.255 -0.255 0.000 0.000 10.738075 NA 8.655414 5.348622 13.066799 12.951937 13.542508 11.318249 8.932333 9.243441 10.953794 11.926209 7.177288 10.900972 11.246216 10.357985 6.001492 12.472281 8.513530 10.682896 10.532258 10.205048 9.853773 12.287607 11.976461 7.564560 -1.236503 2.223083 9.143039 9.169865 11.505338 11.869242 10.727640 NA 11.749325 11.301122 15.203280 10.333991 4.872184 8.316330 9.134348 11.373532 9.146144 8.229227 9.838471 7.735204 6.564561 10.947296 8.545020 4.694395 13.928528 1.085561 9.981618 10.362178 5.571015 4.011585 -1.236503 9.827056 NA 9.720763 9.517713 10.682896 13.118599 12.117772 11.349092 11.305483 6.505127 -1.236503 7.982248 10.970675 4.973115 2.933592 10.829750 11.971132 11.528325 11.573429 10.280345 9.271455 9.475328 9.109720 7.039784 10.752700 9.997879 1.570997 NA 5.393018 7.381752 10.369603 10.045011 6.918478 9.967008 4.913406 TCGA-CV-7424 67 1 453 NA head and neck stage iva t3 n2b NA male 1997 NA NA head and neck squamous cell carcinoma 50 1947 1 asian not hispanic or latino 2 4 1 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 1 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 5.652485e-06 1.976636e-06 10.1310414 2.7911889 10.2958119 5.6656600 5.6257673 10.2690846 6.3841465 7.4078626 8.6980820 15.4515392 8.9052808 7.9449966 8.6803405 NA 9.7492607 9.0827460 5.2062290 3.0542233 9.5864735 8.4916311 3.6916570 1.2062056 13.1681850 5.8843000 11.2566218 0.8843244 10.5095530 10.3706331 10.3220530 9.6240815 2.9717551 -0.1157538 4.3437347 8.4570201 -1.1155974 2.3437205 13.6702130 5.8500843 9.2285967 11.5052080 10.5013091 9.0704151 9.9122069 3.2766158 6.0741265 11.6352171 11.8061418 8.6574399 -0.1157538 11.6845941 6.7665157 12.0839732 7.0741254 5.6524865 -1.1155974 -1.1155974 -0.1157538 NA NA 15.0515798 15.1492164 11.1860828 12.7580333 -1.1155974 3.0542233 10.8518874 2.0542233 3.2766158 9.0365858 12.0928400 2.6916458 16.7684297 10.5127464 -0.1157538 3.2062212 1.8842853 11.7163997 7.7760842 2.4692608 11.2780560 10.1064920 15.3373946 9.3189291 7.2979287 4.9066694 10.7258652 10.2846467 4.9066694 14.3361214 9.7971902 11.1505017 11.5963979 1.2062056 8.7699971 10.9146231 8.0492076 0.4692608 -0.1157538 2.8843049 6.6458515 10.0660743 9.7407264 1.6916682 7.4117779 NA 6.4541561 -1.1155974 10.5756082 5.4692641 13.0886427 8.9383217 10.5483036 2.2062369 12.6484468 4.5847401 9.1835088 10.7979383 8.3375715 9.1155220 10.2584057 5.5567268 13.6602197 10.4287823 3.5847461 8.6341703 10.6904477 8.7250789 11.6368906 8.4098216 10.8958776 8.9836486 3.5281587 10.1748957 3.3437347 0.573160 0.503140 2.925400 0.154480 -0.030834 -0.030834 0.630960 0.709720 0.065429 0.221200 0.256590 0.093971 0.018861 0.018861 0.036993 -0.026794 -0.026794 0.000000 0.000000 0.428630 0.155380 0.200060 0.311710 -0.257760 -0.257760 0.025448 0.013412 0.013412 1.171200 -0.330850 -0.394590 0.139160 0.019700 -0.789640 -0.405540 -0.390420 -0.383760 -0.383760 -0.383760 0.102260 -0.268410 -0.268410 -0.017334 -0.406780 -0.406780 -0.406780 0.031917 0.649170 -0.120380 -0.361200 0.018861 0.018861 -0.388570 -0.358640 -0.358640 0.076338 -0.089644 0.000000 0.166460 0.580190 -0.083799 -0.064587 -0.202440 -0.323980 -0.323980 -0.349460 0.377160 -0.257760 -0.257760 0.025448 0.025448 -0.189310 -0.073822 -0.067804 0.046901 -0.359 -0.359 0.000 0.000 0.000 0.000 0.000 0.000 -0.176 -0.335 -0.335 -0.038 0.312 -0.258 -0.258 0.000 0.000 -0.331 -0.192 0.000 0.000 -0.189 0.341 0.000 0.000 -0.384 1.286 0.102 -0.135 0.154 -0.407 0.000 0.000 0.631 0.631 0.221 0.221 0.000 0.000 0.000 0.000 -0.359 -0.359 0.000 0.000 0.000 0.000 0.000 0.000 -0.176 -0.335 -0.335 -0.038 0.312 -0.258 -0.258 0.000 0.000 -0.331 -0.192 0.000 0.000 -0.189 0.341 0.000 0.000 -0.384 1.286 0.102 -0.135 0.154 -0.407 0.000 0.000 0.631 0.631 0.221 0.221 0.000 0.000 0.000 0.000 11.393581 NA 10.360495 7.044172 10.942293 11.531078 9.673019 11.244874 10.971432 10.273394 13.053678 12.009876 8.569049 10.510466 10.081518 10.751193 5.074719 14.336121 10.738780 11.150502 10.719167 11.065764 11.665661 13.041246 13.174536 13.367424 -1.115597 4.861583 9.460785 10.706473 10.6746494 12.1889374 10.8930796 3.4078694 11.3084671 11.2174562 13.8949155 8.9232199 8.4598402 9.8053979 9.6019772 11.2612402 9.3946496 9.2352400 9.6762776 10.1173213 9.5864735 10.4814223 9.1405095 10.0967972 11.6352171 4.1697006 10.5734253 11.1860828 6.8500855 7.3881267 6.0542255 9.4408069 0.4692608 9.6811516 9.9941315 11.1505017 11.5963979 10.2604262 10.9146231 10.3916000 6.1416882 2.9717551 8.1487435 10.0359517 9.3811546 8.4311955 10.5756082 11.4429607 10.5483036 12.2583894 10.0579779 10.6872211 8.6053999 10.2584057 8.6868170 10.4953256 11.2712411 2.0542233 2.5968874 5.4388883 9.8982655 9.7242920 9.0264078 8.2017132 9.9416158 5.2936905 TCGA-CV-7425 77 1 1718 NA head and neck stage iii t3 nx NA female 2000 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 6 3 2 3 3 1 2 2 3 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 4 4 0 0 0 0 6 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 6 0 2 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.591856e-06 1.086907e-06 8.67536396 NA 10.48200059 0.51045562 3.09541812 10.05927902 6.14466232 6.07524167 8.68538271 16.24389385 7.16866811 6.96988839 7.66696176 -1.07460816 10.45297157 10.44905649 4.05477903 6.78347499 1.92550578 7.93672155 NA NA 7.63974009 2.83238372 11.19110963 4.87969106 10.75124838 10.59526541 10.97091296 10.40729400 NA 2.85149920 3.09541812 9.68749449 NA NA 13.49487552 4.59791846 9.64573876 11.66485328 7.01295745 5.36843662 9.15431333 1.73283357 NA 13.10796651 13.68823993 9.21205226 NA 12.70941362 11.85578100 12.37606148 5.69367930 8.18523771 NA NA NA 1.51045562 -1.07460816 15.54083654 14.80718499 10.90420499 10.86029119 NA 3.17341530 11.70336627 NA 2.09541812 9.68455052 11.08662642 NA 19.38055521 11.71298905 NA 1.51045562 1.73283357 12.00814261 7.16389920 5.38492704 11.37131899 10.37927958 15.48584233 9.27089985 2.09541812 1.51045562 11.02286830 9.69202348 4.94786249 12.57649916 7.74247787 10.81080963 12.30284069 NA 8.44709480 11.67703860 1.92550578 NA 2.92548679 4.35176259 7.44905618 8.72315613 9.32316918 NA 1.92550578 NA 4.78347761 NA 11.60739181 -0.07445624 12.98644375 10.44781617 11.24573101 4.73284985 13.61778313 5.30053377 7.58727272 11.18523783 6.82636162 10.27698593 10.00170895 10.19754108 9.40122790 11.00364538 0.51045562 10.10726795 5.46465193 9.03663026 12.27643374 8.93532331 12.30053400 8.61024310 -1.07460816 12.43440349 0.51045562 0.07594500 0.07436300 -0.05068300 -0.00036224 -0.00806780 -0.00806780 0.12133000 0.12133000 0.00676060 0.00676060 -0.04535400 2.87590000 3.02380000 2.60170000 0.17840000 -0.00567760 -0.00281420 0.02352200 0.02240000 -0.00931010 -0.01379400 0.01052000 0.00537010 -0.00198340 -0.00198340 0.00578720 0.00425840 0.00425840 0.23484000 -0.47240000 0.08879200 0.08792300 -0.72697000 0.07637700 0.07882500 -0.04432200 -0.04432200 -0.04432200 -0.04838500 -0.00488970 -0.51602000 0.00300850 -0.47884000 -0.00036224 -0.00036224 0.00982310 -0.00806780 0.12280000 0.12280000 0.01889900 -0.84189000 0.17840000 -0.00378300 -0.00267580 -0.00267580 -0.00378300 -0.00267580 0.02240000 -0.00931010 -0.00931010 0.00000000 0.01107700 0.00340880 -0.05500200 -0.05041300 0.00537010 0.00662150 -0.00198340 -0.00198340 0.00578720 0.00578720 -0.00170640 -0.27870000 -0.27515000 0.23484000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.121 0.000 0.000 2.602 2.602 -0.276 -0.041 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.121 0.000 0.000 2.602 2.602 -0.276 -0.041 11.070153 NA 10.083713 9.048323 10.767059 11.308926 11.506695 12.115782 8.082841 10.798939 11.870755 11.322902 11.241210 10.889835 12.632206 10.861764 5.725488 12.576499 11.252486 10.810810 10.916662 10.057994 10.507166 13.954012 13.007228 8.759966 NA 2.384934 9.333824 9.753631 11.490835 11.985177 11.284695 NA 11.770789 10.653840 15.270411 9.584599 6.832385 8.998297 8.666961 12.263116 8.594043 7.187590 9.942999 8.382876 1.925506 11.064406 9.141028 6.023526 13.107967 -1.074608 10.217241 10.904205 5.820312 6.666961 NA 10.917371 NA 9.310278 8.229275 10.810810 12.302841 11.376963 11.677039 11.570703 2.625925 NA 7.080312 9.358036 5.384927 2.247411 11.607392 11.766666 11.245731 11.702750 10.612433 10.963385 8.571153 10.001709 4.832384 10.888391 10.022210 4.569351 NA 3.879686 8.421270 10.467075 10.045084 6.844358 10.094167 4.283048 TCGA-CV-7427 73 1 4760 NA head and neck stage ii t2 nx NA female 1997 NA no head and neck squamous cell carcinoma 25 1937 NA white not hispanic or latino 3 6 2 1 3 3 2 3 2 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 4 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 7 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1.310822e-05 4.230694e-06 10.1749186 NA 10.3185982 1.3772348 2.2252441 10.1368124 5.1638529 6.6700387 8.9978434 16.9171065 7.3127169 8.0066139 7.0153314 NA 10.3856857 8.9919668 4.7557689 5.5310633 4.0095263 8.2476219 -0.9448043 NA 7.0211132 4.8366866 11.5695499 1.3772348 10.4920404 10.4993085 10.7540336 11.1977551 NA 2.0095263 1.3772348 9.1832974 NA NA 12.8439453 4.9379705 8.8594599 11.8499479 7.9164157 4.3772557 12.9221249 0.0553345 NA 11.2999901 13.4369395 8.8659006 0.0553345 10.1314764 9.1292964 12.6105172 7.0721369 6.6773814 -0.9448043 NA -0.9448043 -0.9448043 NA 15.6922361 16.5605560 10.3716105 13.0143347 1.3772348 3.3032547 10.9486305 NA 0.6402507 9.4422693 10.9993088 4.0997244 18.8254621 12.3795095 -0.9448043 1.3772348 1.3772348 11.8610728 7.5147606 8.0749196 11.7576575 10.2445358 15.7850161 9.5471820 1.8626696 1.0553345 10.7157706 9.8747097 6.5310617 12.1688611 8.2599000 11.0510961 11.6447460 NA 8.4604702 11.7367870 1.0553345 NA -0.9448043 2.9622158 6.2550021 9.1038157 9.6280292 0.0553345 0.6402507 -0.9448043 4.6099204 NA 11.3758475 NA 12.8383271 10.5988152 11.3713275 3.3032547 13.7195540 7.0326089 7.4303681 11.2763118 6.7063800 9.0873745 9.8972707 10.0853063 8.7883441 11.3562534 0.0553345 10.4084758 5.3221156 9.0873745 12.3765524 8.6289762 12.5247164 8.9712084 0.0553345 12.3912775 0.6402507 -8.3160e-04 8.6135e-03 4.1593e-04 7.3609e-03 6.9327e-04 6.9327e-04 -3.6011e-03 -3.6011e-03 -7.0576e-03 -7.0576e-03 4.9995e-01 4.6964e-01 4.6964e-01 4.7466e-01 4.9113e-01 -1.9399e-03 -1.9399e-03 3.1910e-03 -2.7724e-04 -4.5695e-03 -4.5695e-03 2.3287e-01 -8.9906e-03 2.2193e-03 2.2193e-03 -1.9589e-02 -1.3127e-02 -1.3127e-02 2.4127e-02 -1.0646e-02 0.0000e+00 0.0000e+00 -8.3160e-04 -6.4753e-01 -2.3553e-03 4.1593e-04 4.1593e-04 4.1593e-04 4.1593e-04 -9.7696e-05 1.1274e-02 1.1274e-02 1.1679e-02 7.3609e-03 7.3609e-03 7.3609e-03 6.9327e-04 -3.6011e-03 -3.6011e-03 -5.4888e-01 -1.0526e+00 4.9113e-01 -8.3160e-04 -8.3160e-04 -8.3160e-04 -1.9399e-03 -1.9399e-03 -2.7724e-04 -4.5695e-03 -4.5695e-03 3.8854e-03 -5.2360e-03 2.3287e-01 -1.0784e-02 -1.0784e-02 -1.2851e-02 -2.4502e-02 2.2193e-03 2.2193e-03 -1.9589e-02 -1.9589e-02 5.1359e-03 2.2893e-02 2.2893e-02 2.4127e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.520 0.499 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.520 0.499 0.491 0.491 0.000 0.000 11.3227009 NA 9.7083800 9.8399638 11.3493752 11.5353592 12.3350846 12.2266621 7.4773940 10.8582491 10.5969096 11.5879284 10.6910470 11.2374128 13.0032398 11.1112892 4.6071527 12.1688611 9.4668400 11.0510961 11.0207525 10.3940653 11.4726540 12.5083358 13.0385007 5.5310633 0.0553345 1.0553345 9.8937450 10.2537740 11.2708620 11.6337016 11.3670772 0.0553345 11.6695786 10.8001628 14.9307658 8.5044774 7.5024118 8.6533814 8.1716727 11.9347207 9.3302895 8.4583410 10.2580649 7.9101972 4.0095263 11.1497366 9.5168084 7.3221156 11.2999901 1.6402970 10.3918355 10.3716105 4.2647841 6.8432314 0.6402507 11.3232860 NA 9.4752892 8.8610729 11.0510961 11.6447460 11.0963035 11.7367870 11.4617997 -0.9448043 0.0553345 8.1106112 9.4763418 6.1106117 1.8626696 11.3758475 11.4079242 11.3713275 11.7330486 10.1133206 9.9614679 9.5788908 9.8972707 5.9978434 10.6261334 10.2726809 4.6402912 1.0553345 7.7453268 9.5928775 10.3068113 10.3935082 6.0997223 10.2451535 4.2252518 TCGA-CV-7428 47 1 1671 NA head and neck stage iva t4a n2b NA male 1998 NA NA head and neck squamous cell carcinoma 4 1973 2 white not hispanic or latino 1 2 2 3 3 2 3 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.37039274 NA 11.02266756 0.67861281 3.58553946 10.49162856 6.08803980 5.64443315 8.93603689 16.11325143 6.75546446 6.66164273 8.14625452 NA 9.59825726 8.31527367 4.39865136 5.29335945 3.48600637 9.16749341 -1.32120693 NA 7.48922098 9.99493068 11.61712604 NA 10.43186580 10.69022580 10.67087936 10.47833543 -1.32120693 -1.32120693 2.84857788 8.51682872 NA NA 13.93441535 7.35812897 9.39107299 11.54186743 8.50837200 5.37908720 11.67600500 9.05911026 NA 12.38665523 13.41916774 8.19237666 -1.32120693 12.43123882 4.68920410 12.49313142 6.59751181 5.57346542 NA NA 0.26363540 1.67865788 1.48599349 15.51108177 15.99383254 10.94133127 13.00339221 NA 4.10491530 11.56567928 1.00057696 3.43353370 8.92301306 11.94909044 0.01777941 18.92884468 11.40017558 -0.32138719 0.67861281 2.67865788 11.92494434 7.07096672 5.65592994 11.82094766 10.99606174 15.29687686 9.71962377 2.84857788 5.32250506 10.95680810 10.19434898 5.40657068 11.71636764 9.27670160 11.23754806 11.97900165 NA 8.86476342 11.49783029 1.67865788 NA 1.84855785 5.40657068 6.46655208 9.19237666 8.87094199 0.26363540 1.00057696 NA 8.24470300 NA 11.63502526 6.98243007 12.53682442 10.07727518 11.00760444 3.20221396 12.79393666 5.54901297 7.85107688 11.08219376 6.27856282 9.03179602 10.44752403 6.53662955 10.49723132 11.12650722 0.67861281 7.60938635 5.46000858 7.57951583 11.71327614 7.73934520 12.24791138 9.62774617 -0.32138719 11.56529833 1.00057696 -0.0165670 -0.0120240 0.0897060 0.0056919 0.0043021 0.0043021 0.0721090 0.0721090 0.0116090 1.0028000 0.9567200 0.1610000 0.1610000 -0.0602110 0.0605080 -0.1743600 -0.0092666 0.0061090 3.6569000 -0.0916840 -0.0916840 0.0349590 0.0036076 0.0068044 0.0068044 0.4937200 -0.6287400 0.0162860 -0.0317810 -0.0030475 -0.0032802 0.4520700 -0.0153290 -0.0120240 -0.0087367 -0.6346200 -0.6346200 -0.6326300 -0.6326300 -0.0042929 -0.0042929 -0.0042929 0.0065262 0.0246330 0.0111210 0.0000000 0.0097276 0.0350320 0.0350320 -0.6401000 0.0059700 -0.0602110 -0.6396300 -0.6396300 0.0265140 0.4461300 -0.6384700 0.0020805 -0.0916840 -0.0916840 0.0517430 0.0860880 0.0211830 -0.1826900 -0.1826900 -0.6315000 0.0036076 0.0068044 0.0068044 -0.6494000 -0.0201380 -0.0623040 -0.0286280 -0.0286280 -0.0317810 -0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.183 -0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.633 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.319 0.957 0.000 0.000 0.000 0.000 -0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.183 -0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.633 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.319 0.957 0.000 0.000 0.000 0.000 11.4203268 -1.3212069 9.9673998 7.5303978 12.0568085 11.6751173 9.9032537 12.0779270 8.4567261 9.4517883 11.7295181 11.9729827 9.4226419 10.7547967 11.9246474 12.6830452 3.9882575 11.7163676 10.0704297 11.2375481 10.9404502 10.3647118 10.9872725 13.1500125 12.9385394 10.4451780 -0.3213872 3.0709732 9.4892208 9.9675152 10.6782969 11.9820018 11.7373174 1.2636354 11.6393751 11.0237771 15.2540987 9.5536304 6.7501120 8.9277626 8.7352869 10.8877978 10.0030547 8.0816613 10.9597097 8.7779969 3.4860064 11.0179424 9.0655893 7.6473159 12.3866552 1.0005770 10.3633977 10.9413313 6.1298600 6.4730644 -0.3213872 10.6437118 -1.3212069 9.5780060 8.5051974 11.2375481 11.9790016 11.4896223 11.4978303 12.2187771 3.9265783 1.0005770 9.2452646 9.6751226 5.3651501 5.3651501 11.6350253 11.3963255 11.0076044 12.4272613 10.6027193 9.3368607 9.5075790 10.4475240 7.0317955 10.0084454 10.4726588 3.4335337 -1.3212069 4.8684744 9.2095918 9.9301315 9.7641215 7.5490137 9.4827801 4.4335337 TCGA-CV-7429 55 1 107 NA head and neck stage iva t4a n2b NA male 1998 NA NA head and neck squamous cell carcinoma NA NA 14 white not hispanic or latino 4 4 1 2 1 1 3 1 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421791e-06 5.548451e-07 10.79010287 -1.55342615 10.57495609 6.00122802 4.25399683 10.71254755 -1.55342615 7.46622985 8.36996719 15.08176242 7.50463151 8.68623788 7.33842352 NA 10.25278628 9.08598013 5.26682027 0.44667971 2.83895177 9.82004841 -0.55342615 1.61654590 10.42677904 4.65609016 11.13729230 4.49103213 11.13051136 10.24834780 10.70196319 9.66156560 -1.55342615 0.03153635 4.30462055 8.50253190 NA 6.45786676 13.53778559 5.14707872 10.63212205 11.07371736 8.29526247 7.93648718 10.58906571 7.47177925 NA 14.09836393 12.29887639 9.60966005 NA 7.78871442 9.72890551 11.51843703 6.85178152 4.27953073 -0.55342615 1.44662678 -0.55342615 2.83895177 1.03160693 14.35179095 14.08828346 10.30384295 13.60106208 1.76858664 4.51272624 11.07690663 NA 3.53409896 7.99160404 11.27418069 2.58496250 14.72791756 10.69664175 5.21482422 1.76858664 2.69456823 11.40301565 8.99738641 4.65609016 11.39341786 10.14447586 15.68642447 9.76405217 7.24753926 7.25721150 11.76376942 10.85124893 6.99353398 12.08118511 8.67064103 12.15140774 11.93334886 7.47177925 8.25560364 10.59161631 10.64508457 NA -1.55342615 NA 6.38327747 8.95641449 9.81077421 -1.55342615 2.25398927 NA -0.55342615 0.44667971 10.51575354 NA 12.18230130 9.36332507 10.20319577 4.14707872 13.68399886 2.35352091 7.41530657 11.61468477 7.83250208 9.14794593 9.74566995 6.96627587 11.28288716 11.50480037 1.44662678 10.48315654 5.50192315 7.38327747 12.01257457 8.96627587 11.55663336 8.57463364 2.97020945 6.88126817 -0.55342615 0.062035 0.681550 0.042971 0.135050 0.034680 0.034680 2.925200 -0.157110 -0.053248 -0.053248 -0.053248 0.646560 0.646560 0.626910 0.626910 0.107550 0.038727 0.091400 0.091400 -0.148920 -0.187460 0.166500 -0.024156 -0.434130 -0.434130 -0.110150 0.107990 0.107990 0.022261 -0.034674 -0.034674 -0.034674 0.602810 -0.539490 0.103030 -0.115470 -0.115470 -0.115470 -0.115470 -0.026620 -0.142490 -0.142490 -0.156730 -0.240740 -0.240740 -0.279000 0.110040 -0.157110 -0.157110 -0.053248 -0.961380 0.626910 -0.038987 -0.038987 -0.038987 0.107550 0.038727 0.091400 -0.157880 -0.157880 0.144240 0.137400 0.089759 -0.102200 -0.175590 -0.024156 -0.024156 -0.434130 -0.453320 -0.110150 -0.110150 0.080412 -0.596360 0.041980 0.022261 0.000 0.000 0.000 0.000 0.000 0.000 -0.158 0.144 0.000 -0.102 -0.102 0.000 0.000 -0.434 -0.434 -0.110 -0.110 0.000 0.000 0.108 0.108 0.000 0.108 0.103 0.103 -0.115 0.000 0.000 -0.116 0.135 -0.106 0.000 0.000 -0.157 -0.157 0.000 0.000 0.627 0.627 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.158 0.144 0.000 -0.102 -0.102 0.000 0.000 -0.434 -0.434 -0.110 -0.110 0.000 0.000 0.108 0.108 0.000 0.108 0.103 0.103 -0.115 0.000 0.000 -0.116 0.135 -0.106 0.000 0.000 -0.157 -0.157 0.000 0.000 0.627 0.627 0.000 0.000 11.87473792 -1.55342615 10.34948935 6.99738613 12.07120652 11.88178493 2.53411142 10.13663744 9.91780661 10.43674350 14.07983342 11.89036009 8.38768693 10.73204173 8.30772632 11.21358247 5.50105374 12.08118511 9.61091797 12.15140774 11.34088885 10.76913103 10.69027173 12.64798771 13.59999361 0.03153635 0.44667971 4.44664002 10.39464168 9.80858327 11.3022867 12.4627513 11.6333728 -0.5534261 10.4859013 12.6093455 14.0265146 8.5261244 6.3414574 8.1830413 9.4821259 11.2911491 10.0054811 7.8107740 11.3401307 9.8195045 2.8389518 9.8351951 8.1101977 6.2214267 14.0983639 2.2539893 10.1221555 10.3038430 5.2015280 4.6754603 3.0316069 8.9494713 -1.5534261 9.2715982 9.2874173 12.1514077 11.9333489 10.8820493 10.5916163 11.7832855 NA 2.1470787 8.9377410 10.9635706 5.2148242 7.9384928 10.5157535 11.7428387 10.2031958 12.0168510 10.5797817 10.9060711 11.0145956 9.7456700 7.9464852 10.3721939 10.6948636 1.2539893 1.4466268 NA 8.2516415 9.8405661 9.6694345 5.9384928 9.5032772 5.1190656 TCGA-CV-7430 56 1 495 NA head and neck stage iva t4a n0 NA male 1996 NA NA head and neck squamous cell carcinoma 40 1972 0 white not hispanic or latino 2 4 2 1 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 0 2.39677e-06 7.803437e-07 9.36749731 NA 10.55252232 0.78106590 1.91853889 10.11597648 9.48216601 3.54657348 8.94995566 14.92013653 8.61518784 9.64025705 7.40747172 NA 8.81335409 8.12976109 5.14560410 2.85141924 5.36599692 10.23265620 2.45911681 -0.54098814 7.67827336 7.38984211 11.58758252 NA 10.94166066 10.87326146 10.92849225 10.89295098 -1.54077824 NA 1.26645674 8.88663763 -1.54077824 6.17334934 11.46016108 6.51438741 10.03019853 11.85316551 8.74566256 3.26645674 13.11485911 0.04404433 0.04404433 13.13610863 12.67744098 8.21064894 -1.54077824 11.43100752 9.57955014 12.22832280 7.32329080 5.24046317 4.24046699 -1.54077824 1.62900683 1.45911681 -0.54098814 13.92938140 13.55183345 9.46613215 13.01009201 NA 2.85141924 10.47172937 0.78106590 0.45911681 9.25514450 11.48181936 NA 18.91954069 8.72354730 NA 0.45911681 -1.54077824 12.26252961 5.96689877 1.62900683 12.01476521 10.52956125 15.81440427 10.24863848 6.46472870 1.78102392 10.76659028 10.01417324 8.57804581 12.64209498 8.79784112 12.00334479 12.71612426 NA 8.58322609 11.43781526 9.27368722 NA NA 4.45910370 6.18702539 11.07519413 8.41765761 NA 0.04404433 NA 7.63901360 -1.54077824 10.43924434 6.40161852 13.28947145 9.40362648 11.16062786 1.62900683 13.01021221 7.42488935 9.68310655 11.50742138 6.15954442 9.22231723 9.86197831 12.33274116 9.67645677 10.40015236 1.91853889 11.14297669 4.15954846 7.64398026 11.77439591 8.73290038 11.54358104 8.04218740 NA 12.34212985 NA 0.00097064 -0.00180140 3.13160000 0.01042400 0.03608800 0.03608800 -0.72341000 0.00708260 0.60268000 -0.00664320 -0.00830050 -0.74820000 -0.74820000 -0.73705000 0.69353000 -0.74516000 0.01042400 0.78389000 1.25600000 0.01293400 0.01293400 0.00208050 -0.01904000 0.03157700 -0.73538000 -0.75098000 0.72527000 -0.01106300 -0.12460000 -0.76518000 0.00930980 -0.00193990 0.00097064 0.00097064 -0.00180140 1.34390000 -0.74998000 -0.74325000 -0.74325000 -0.74394000 -0.00636680 -0.74429000 -0.74429000 -0.75087000 -0.74124000 0.01391100 -0.76646000 0.00708260 0.00249690 -1.29290000 -1.29290000 0.69353000 -0.00539920 -0.00539920 0.00624810 -0.74516000 0.01042400 -0.03122300 0.01293400 0.01293400 0.01483400 0.00055459 0.00889200 0.70626000 0.71697000 -0.01904000 -0.00567570 -0.73538000 -0.73538000 -0.73407000 -1.29290000 -0.02808100 -0.12460000 -0.12460000 -0.12460000 0.000 0.000 -0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.735 -0.751 -0.751 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 -0.061 -0.744 -0.744 0.000 0.000 0.000 0.000 -0.746 0.000 0.000 0.000 -0.737 -0.044 -0.125 -0.125 0.000 0.000 -0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.735 -0.751 -0.751 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 -0.061 -0.744 -0.744 0.000 0.000 0.000 0.000 -0.746 0.000 0.000 0.000 -0.737 -0.044 -0.125 -0.125 10.5957755 0.7810659 10.6551720 4.2404670 11.4921836 10.9302719 12.5609164 11.8710129 8.7141335 9.7855342 11.2357435 12.0925542 6.7810331 11.6744861 13.5366716 12.0159700 4.3493087 12.6420950 7.3356217 12.0033448 11.2406694 10.3614799 11.5272113 12.3013156 13.3979493 11.2353322 0.4591168 1.6290068 10.0064814 11.2894219 11.3120244 11.8920381 11.3788992 0.7810659 10.8336009 10.8830086 14.6035037 9.5492173 5.7719885 8.4089313 8.4925278 12.6269933 9.0103614 7.9307799 10.1385849 9.3014550 5.3659969 11.4741713 9.1508483 5.8853694 13.1361086 3.0440618 10.2804802 9.4661321 5.0440662 4.5883848 0.7810659 9.9139182 -0.5409881 9.8259734 9.5055468 12.0033448 12.7161243 11.0857265 11.4378153 11.2410792 -0.5409881 5.1173169 7.3868825 8.7821595 6.0738138 3.9509536 10.4392443 11.6274635 11.1606279 11.6700805 10.1473552 11.0868667 8.6563215 9.8619783 5.7810318 9.1681887 9.6975096 -1.5407782 -0.2838431 10.1217732 6.4393023 10.3225168 9.6126568 8.0552944 9.0884615 3.0440618 TCGA-CV-7432 79 1 2570 NA head and neck stage ii t2 n0 NA male 1998 NA yes head and neck squamous cell carcinoma 61 1937 0 white not hispanic or latino 2 7 2 1 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 1 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 6 0 4.369405e-06 1.59518e-06 7.0608353 NA 10.7487478 1.2070182 2.3224762 10.4042226 0.9439588 7.3499641 8.7331791 15.3225644 6.8699713 7.8266146 8.4213251 NA 9.1337960 9.0608353 4.2659019 -0.3780068 11.1558598 10.0089836 NA NA 7.5820456 3.8699701 10.9563166 4.9074435 10.6695081 10.3806830 10.4354238 10.4580937 NA NA 0.9439588 8.6783290 NA NA 14.2375293 2.7919599 10.1876215 10.6530553 6.6773264 3.3769293 12.2714118 -1.3778193 NA 14.3546613 13.0489633 9.0025045 NA 9.7048578 8.8461777 10.9995251 5.8699701 2.4294017 NA NA NA 0.9439588 -1.3778193 16.0846653 16.1140833 11.3949764 12.2281015 NA 3.0143553 7.5077399 2.2070182 NA 8.2182329 11.7725840 NA 19.6119686 8.7603151 NA -1.3778193 -0.3780068 11.5995022 5.7095057 3.0143553 11.0245039 10.9490345 15.6909266 9.6353661 6.1218899 1.2070182 10.6259126 9.7213911 2.0814760 12.4700452 9.0035862 11.3752601 12.2121625 NA 8.3702362 10.8864860 7.4800243 NA 2.5289463 3.9074483 6.0649863 8.8628348 8.2980002 NA -1.3778193 0.6220870 4.5527828 NA 10.3216159 6.7667012 12.8902929 9.6370054 11.6454512 2.7095112 12.8483803 4.2367528 7.9839872 11.1814205 6.4612470 9.6657543 9.6454304 7.9212512 9.6255613 9.8811981 1.2070182 7.0896486 2.9439776 5.2070065 10.8499601 7.5849392 11.4180830 8.7121559 NA 10.3371474 -1.3778193 0.04134800 0.00000000 0.02903700 -0.09966700 0.02279800 0.02279800 0.01412300 0.01412300 0.06787900 0.06787900 0.04195600 -0.30375000 -0.32559000 -0.32559000 0.28921000 -0.00062097 3.65690000 -0.10375000 -0.10375000 0.02451400 0.02451400 -0.59706000 -0.00200640 -0.27828000 -0.27828000 0.00993940 0.05587400 0.05587400 0.56214000 0.03291800 0.03291800 0.01831600 0.02406000 0.02406000 0.00000000 -0.61282000 -0.61282000 -0.61282000 -0.61282000 -0.28661000 0.00332730 0.00332730 0.01356500 -0.09966700 -0.09966700 -0.09966700 0.02279800 0.01412300 0.01412300 0.06787900 -0.32559000 -0.32559000 -0.27434000 -0.27434000 -0.27434000 -0.00062097 -0.61963000 -0.11947000 0.02982000 0.02451400 -0.58328000 -0.01828200 -0.59706000 -0.26113000 -0.26113000 -0.00200640 0.03066500 -0.27828000 -0.27828000 0.00993940 0.00993940 -0.27658000 -0.75066000 -0.71697000 0.56214000 -0.274 -0.274 0.000 0.000 -0.104 -0.104 0.000 0.000 -0.597 -0.261 -0.261 0.000 0.000 -0.278 -0.278 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.275 -0.602 -0.602 -0.613 0.000 -0.287 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.015 0.289 -0.655 0.562 -0.274 -0.274 0.000 0.000 -0.104 -0.104 0.000 0.000 -0.597 -0.261 -0.261 0.000 0.000 -0.278 -0.278 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.275 -0.602 -0.602 -0.613 0.000 -0.287 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.015 0.289 -0.655 0.562 10.273992 NA 9.447400 6.064986 12.325298 12.069251 10.908312 11.024256 7.349964 7.831497 13.014294 10.811868 7.946224 10.576967 12.161687 10.557577 4.786345 12.470045 9.283822 11.375260 11.309419 10.752614 11.019985 13.979637 13.572827 8.117899 0.622087 1.429375 9.521400 10.189524 10.971601 11.482548 9.597891 NA 11.667974 11.075314 15.189093 9.396007 5.265898 8.708180 8.662333 11.057453 9.633501 8.530436 11.077884 8.600754 11.155860 11.091685 9.429398 5.633271 14.354661 1.207018 9.982891 11.394976 6.638851 2.709511 NA 10.061355 NA 9.835148 9.994364 11.375260 12.212163 11.611260 10.886486 11.886339 NA NA 7.959665 9.804438 5.841211 7.001422 10.321616 11.650640 11.645451 12.808390 10.840909 9.444614 8.069126 9.645430 8.260479 10.150009 8.925824 -1.377819 NA 0.622087 9.266512 9.922968 9.786950 6.912062 9.255038 4.888831 TCGA-CV-7433 49 1 601 NA head and neck stage iva t4a n2b NA male 1999 NA NA head and neck squamous cell carcinoma 16 1984 4 white not hispanic or latino 3 1 3 2 3 3 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.537138e-06 1.213724e-06 10.9264806 -1.3707133 9.9752374 5.8289489 7.0639063 10.1626075 4.4106396 6.9601943 8.6405049 17.0698833 7.1876985 9.2467451 7.7790246 NA 8.9879291 7.4747678 4.6832585 5.1528405 4.6516430 8.7966957 1.6292867 2.4366416 12.5902752 8.0365456 11.3512313 1.6292867 9.8783912 10.7044226 9.7821962 11.0274870 0.6292867 1.7992117 4.9868296 9.0709147 1.2142492 5.2439889 13.8151210 6.2366074 9.3122724 11.4398494 9.1261314 8.6736720 12.1718260 4.2731354 -0.3707133 13.1976495 13.0955454 7.7866245 0.6292867 11.3493082 8.3157781 11.8004545 6.2946134 7.3571983 0.6292867 -0.3707133 -1.3707133 2.6292867 1.6292867 16.3415617 16.5885305 10.1577318 12.8112840 0.6292867 4.6065547 10.2861495 3.1528324 2.6292867 8.9065651 11.0333549 -0.3707133 18.2767828 12.9756530 -1.3707133 3.0215863 3.7167385 11.9934124 8.6599449 5.7378030 10.5714183 10.2762864 16.2341132 9.0108207 6.5421667 4.6953647 11.6786158 9.7259928 6.7114275 11.4997619 10.2735847 11.2894965 11.7635436 7.1489138 8.1271297 11.0073015 8.2236021 NA -1.3707133 2.3297264 6.4872580 9.8960643 9.5993836 NA 0.2142492 2.4366416 6.3908293 -1.3707133 10.7941847 5.6627011 12.4523464 9.2315776 10.6838820 6.1291243 13.4412043 7.6980559 8.5688568 11.2419159 8.7286256 9.2236023 9.6268594 10.1780996 13.6556283 11.1397947 0.2142492 11.2517872 7.3192756 8.0280215 11.7933990 8.3622932 11.3467400 8.3924900 1.4366416 10.3824944 2.8772142 0.00638710 -0.06100200 0.78640000 0.00027728 0.00447260 0.00447260 -0.04495700 0.20534000 -0.07960900 -0.07960900 0.27931000 -0.16166000 -0.16166000 -0.03776200 -0.03776200 -0.00208970 2.04350000 -0.00281500 -0.00332430 -0.00097017 -0.00097017 0.13717000 -0.03286000 -0.16128000 -0.16128000 0.03298600 -0.01064600 -0.01064600 0.01279500 -0.02985700 -0.02985700 0.12609000 0.00638710 0.00638710 -0.06100200 -0.14694000 -0.14694000 -0.14694000 -0.05657700 -0.15324000 0.17679000 0.17679000 -0.15631000 0.00027728 0.00027728 0.18207000 0.00447260 -0.15618000 -0.16980000 -0.17803000 -0.44329000 -0.03776200 0.03002900 0.03002900 0.03002900 -0.00208970 -0.15860000 -0.00816240 -0.00097017 -0.00097017 0.07276100 0.08869200 0.15114000 0.42167000 0.41798000 -0.04270200 -0.03286000 -0.16128000 -0.16128000 0.03298600 0.03298600 0.14995000 0.01279500 0.01279500 0.01279500 0.000 0.000 -0.159 -0.159 0.000 0.000 0.000 0.000 0.137 0.439 0.439 0.000 0.000 -0.161 -0.161 0.000 0.000 0.000 0.000 0.000 0.000 0.150 0.117 0.000 0.000 0.000 0.000 0.023 0.176 0.000 0.000 0.000 0.000 -0.156 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.159 -0.159 0.000 0.000 0.000 0.000 0.137 0.439 0.439 0.000 0.000 -0.161 -0.161 0.000 0.000 0.000 0.000 0.000 0.000 0.150 0.117 0.000 0.000 0.000 0.000 0.023 0.176 0.000 0.000 0.000 0.000 -0.156 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 11.5529766 -1.3707133 9.7875908 7.1800245 11.2057621 11.3441628 10.1567547 11.2104783 10.9347695 10.4953976 11.5592758 11.2568116 8.5659159 10.7472454 10.8264944 10.3188390 4.7814594 11.4997619 8.9824247 11.2894965 10.8344601 10.4220680 11.2558994 12.9561587 12.6663098 7.5271235 0.2142492 1.7992117 9.2928358 10.3258106 10.6997342 12.1172434 11.5172598 1.6292867 11.3537916 10.2883816 13.8785757 8.7764827 7.2622725 8.8592981 8.7598482 11.7908820 9.2230610 8.2803295 10.5096266 9.1905657 4.6516430 10.9273403 7.7508115 7.9757912 13.1976495 3.0887013 10.3783091 10.1577318 5.5119202 7.6681964 0.2142492 9.9862798 0.2142492 9.7147502 9.5248529 11.2894965 11.7635436 10.4566204 11.0073015 11.2848084 0.6292867 1.9512148 8.0083311 10.5259886 6.6349025 7.1331032 10.7941847 11.2203325 10.6838820 11.7062603 10.4965564 9.9324876 10.3087578 9.6268594 7.6151198 10.0151401 10.6692249 5.4747670 1.2142492 4.1838676 9.8174771 8.9635510 9.9601946 7.9512060 10.2472043 5.0722216 TCGA-CV-7434 64 1 218 NA head and neck stage iva t4a n1 NA male 1999 NA no head and neck squamous cell carcinoma 80 1958 1 white not hispanic or latino 4 6 3 3 3 3 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.70487e-06 8.669455e-07 8.2800595 NA 10.8385608 -1.3763204 2.7935630 10.5847225 7.9136536 2.8715677 8.7334652 16.3330825 7.5305249 9.5850842 7.4722579 NA 9.5222361 6.7529171 4.6460013 NA 2.5305203 8.4565244 NA NA 8.3768512 5.9545523 11.5903203 4.1471927 9.5267633 10.4862719 10.0111135 10.9659871 NA 0.6236796 2.3240617 9.4658514 NA NA 14.3565175 4.2383436 9.7188471 11.7081108 6.8476362 5.5424964 12.0817848 0.6236796 NA 14.5924589 13.7635057 9.4947698 -1.3763204 12.7600651 8.9553689 12.4655920 8.4422166 5.9723618 NA NA NA 0.6236796 3.0159435 15.7722797 16.9854789 11.0223783 13.0686494 NA 2.3240617 11.7375395 NA 0.9455328 10.0430682 11.3385240 1.2085797 19.5457930 10.1457257 NA 1.6236328 -1.3763204 11.6692236 6.2085972 4.6680283 11.3292000 10.4963094 16.1420111 9.3549537 NA 1.7935630 11.3017945 9.8662133 4.8330874 12.3909790 7.1934899 11.9758160 12.0105749 NA 8.4066328 11.2200573 1.7935630 NA NA 3.0159435 4.9986739 9.6625536 9.0202394 NA -1.3763204 0.2086421 6.1782226 -0.3763204 10.5752836 NA 12.5046529 9.4718819 11.1884986 2.6236328 12.5738260 6.9455632 7.3031149 12.1157381 5.8524534 8.8962643 9.3729678 10.5905005 8.8857293 11.7857111 0.9455328 7.6734829 4.2085953 8.6250429 11.3787308 8.2710932 12.0763906 9.0707178 -1.3763204 11.6201081 -1.3763204 0.01000600 0.00152550 1.28960000 -0.00712950 -0.01711600 0.59998000 -0.01546000 -0.01546000 -0.67884000 1.07960000 1.10670000 2.67640000 2.67640000 0.57523000 1.14120000 0.07843800 0.07843800 0.61009000 -0.01422800 -0.03463100 -0.03463100 0.00555290 -0.01505400 1.61830000 -0.65957000 -0.03599300 -0.00041585 -0.00041585 0.06880800 0.00374650 0.00332990 0.77464000 0.00388540 -0.00526100 0.01600600 -0.67389000 -0.67389000 -0.67389000 -0.67389000 -0.01835300 -0.01835300 -0.01835300 -0.01835300 -0.00712950 -0.00712950 -0.01303400 -0.01711600 -0.01546000 -0.02575600 -0.67939000 -1.29290000 1.14120000 -0.68539000 -0.66022000 0.00624810 -0.00857660 0.19710000 -0.01422800 -0.03463100 -0.03463100 0.56543000 0.59476000 0.00374650 0.01726400 0.01726400 -0.01505400 -0.01023200 -0.65957000 -0.01050800 -0.03599300 -0.03599300 -0.04034500 0.15191000 0.15191000 0.06880800 -0.639 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.000 0.000 0.000 0.000 0.000 1.178 -0.660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.000 0.000 -0.107 0.567 0.000 0.000 0.000 0.000 0.000 0.600 0.000 0.000 -0.679 1.080 -0.656 0.485 0.000 0.000 -0.639 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.000 0.000 0.000 0.000 0.000 1.178 -0.660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.000 0.000 -0.107 0.567 0.000 0.000 0.000 0.000 0.000 0.600 0.000 0.000 -0.679 1.080 -0.656 0.485 0.000 0.000 12.2191252 NA 11.1038240 9.6924129 11.3245078 12.5168366 9.6480818 10.7891697 8.5169362 9.6073409 9.7759194 11.7390034 10.1274603 11.3479353 13.2162668 9.7941856 4.2709475 12.3909790 10.7190316 11.9758160 11.8609939 10.7901116 12.4230174 12.5244920 13.5001995 5.4816154 0.9455328 -1.3763204 10.0207744 9.1963348 10.7558129 12.4621491 11.1963348 NA 11.4657885 10.9379346 14.9942696 10.0830663 6.0665779 9.4955399 8.8632332 12.5244071 9.3234674 7.5395140 10.6860181 9.6625536 2.5305203 10.7663799 9.0191687 5.6123201 14.5924589 -1.3763204 11.0504235 11.0223783 5.2818466 5.6789170 NA 9.9657093 NA 9.3464422 9.0456993 11.9758160 12.0105749 11.0970867 11.2200573 11.8467313 5.7216679 6.5305249 8.1254718 9.3843544 3.5305203 7.0789620 10.5752836 11.2158580 11.1884986 11.8327833 10.6635818 10.3947113 9.9745738 9.3729678 7.2674909 11.1899265 9.8103679 0.6236796 NA -0.3763204 8.2096673 9.6080531 10.1378554 7.0624261 8.7923068 4.3515577 TCGA-CV-7435 57 1 4680 4335 head and neck stage iva t3 n2b NA female 1999 NA yes head and neck squamous cell carcinoma NA 1959 2 white not hispanic or latino 2 2 3 2 1 1 1 2 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.323414e-06 6.588786e-07 10.8948294 NA 10.4962142 5.7424725 6.0561326 10.3188215 5.5673842 6.7527406 8.6131891 16.0445526 7.2461838 7.8939598 7.8515935 -1.3868456 8.5125461 8.8432094 4.9882302 2.5200702 3.5200828 8.6230178 1.4205632 -1.3868456 13.5166944 10.1892009 11.9153996 NA 10.8587418 10.6883339 11.1682574 10.6121320 0.6131544 3.1367492 5.4711712 9.6152517 0.1981169 NA 14.1209218 5.9078088 9.5809845 12.0854991 9.1070444 8.3291510 11.6662664 3.5200828 NA 11.6179362 13.2632310 8.6873305 0.1981169 10.1333167 10.0973725 12.2440249 7.3613815 6.3813734 1.4205632 NA 0.1981169 0.1981169 -0.3868456 15.2101929 16.0350866 9.8699875 13.1365672 -1.3868456 5.1677794 10.5038333 1.6132016 4.4205430 9.6765841 10.9368068 -0.3440987 16.9930370 11.2205194 4.1050411 3.0726203 2.9351203 12.4829757 9.7210600 5.7831135 11.3370419 9.9789647 16.1483279 9.4437042 6.7578473 4.6575828 10.4464745 10.0797754 6.9485798 12.6967124 10.3227037 10.1455450 12.1525902 -0.3868456 8.6711808 9.4742760 7.4492395 NA NA 2.5200702 6.4333684 10.4361582 10.6452347 2.6131780 2.8611217 3.4711745 6.4397378 NA 11.4002754 5.8226435 12.8524146 9.7689243 9.9619172 4.6575828 13.3479516 3.7831109 8.5789734 11.4802747 9.4365562 9.5789734 10.5439375 7.7138511 13.7768780 11.1983864 0.1981169 10.4727238 7.4742762 8.3780607 12.4882664 7.5230820 12.0588506 8.9203898 0.1981169 10.7482570 2.6131780 0.135830 0.135830 1.213400 0.714900 0.115800 0.115800 0.131990 0.131990 0.115800 -0.448570 0.280890 -0.448250 -0.448250 -0.445560 -0.470670 -0.155790 3.656900 0.364930 -0.158730 -0.427020 -0.472260 -0.146820 0.070530 0.626060 -0.140780 0.000000 0.147260 -0.113410 -0.333180 0.085411 -0.468230 0.129180 0.135830 0.135830 0.135830 -1.077400 -0.450070 -0.436040 -0.436040 -0.444050 -0.143460 -0.130310 -0.130310 -0.166880 -0.166880 -1.047100 0.078740 -0.449320 -0.449320 0.077172 -1.039800 -0.445560 0.130360 0.130360 0.127710 -0.162300 -0.158990 -0.176770 -0.465540 -0.441890 -0.153360 -0.174140 -0.150930 0.110080 0.110080 -0.497260 0.070530 -0.140780 -0.766760 -0.526550 0.480270 -0.464300 0.231170 0.231170 -0.333180 0.130 0.130 -0.159 -0.159 0.365 0.206 -0.427 -0.153 -0.151 0.110 0.110 -0.497 0.000 0.141 0.000 0.000 0.480 0.000 0.000 -0.113 -0.113 -0.464 0.000 0.136 0.136 -0.294 0.142 -0.427 -0.143 -0.167 -0.167 0.000 0.000 0.132 0.132 0.000 0.000 -0.446 -0.446 0.231 -0.102 0.130 0.130 -0.159 -0.159 0.365 0.206 -0.427 -0.153 -0.151 0.110 0.110 -0.497 0.000 0.141 0.000 0.000 0.480 0.000 0.000 -0.113 -0.113 -0.464 0.000 0.136 0.136 -0.294 0.142 -0.427 -0.143 -0.167 -0.167 0.000 0.000 0.132 0.132 0.000 0.000 -0.446 -0.446 0.231 -0.102 11.2077470 0.1981169 9.7346124 6.2056467 11.4217511 11.4413235 10.5487224 11.7488983 10.9688154 9.3031871 11.5820358 12.1574290 7.9773234 11.4686416 10.9457851 10.6879995 4.5587513 12.6967124 9.9135415 10.1455450 10.3453565 10.7275821 9.9209591 12.8730897 12.4044537 11.7743209 -1.3868456 3.9351203 8.7918538 10.6493626 10.4862486 11.9652325 10.4912399 -1.3868456 11.8585932 10.9297534 14.1358920 8.8869848 7.9260718 8.9882285 9.3274345 12.5003145 8.6908326 8.8091765 10.3377030 9.2988139 3.5200828 11.1598424 7.8658545 9.2507196 11.6179362 1.1981798 10.0787555 9.8699875 5.0394543 6.6792788 4.8611167 9.0746684 0.1981169 8.8974347 11.4108506 10.1455450 12.1525902 11.1170148 9.4742760 11.7153288 0.9350825 6.0889218 9.0837157 10.4523928 8.4027226 6.4586789 11.4002754 11.7248138 9.9619172 12.3561300 10.3554984 10.2126371 9.6167069 10.5439375 8.1030370 9.2731848 11.0733889 3.8226384 0.1981169 6.0140696 8.4292289 9.6452347 9.8060983 8.2820742 10.8030136 5.2425453 TCGA-CV-7437 77 1 506 NA head and neck stage ii t2 nx NA male 1996 NA NA head and neck squamous cell carcinoma NA NA NA NA NA 1 4 1 2 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 7 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 3.779882e-06 1.456468e-06 9.0756110 -1.1782082 10.2113947 -0.1782082 2.9092355 10.0667218 7.9381076 5.6161783 7.7904300 15.2583611 8.1278252 8.6275073 7.7554538 4.0696936 9.0041578 8.7301559 5.4496604 6.1163835 11.1086099 9.0324348 5.4656186 NA 7.0360824 6.0312165 11.3973027 NA 10.9471769 10.2167620 10.8722923 9.9204535 NA 1.1437199 1.6291001 8.1281898 6.1346460 NA 12.0597202 3.6291234 10.3720292 11.7528702 6.7701300 8.0673160 11.4327882 7.3295578 NA 11.7241386 12.8808543 7.3055793 1.8217510 9.4086032 5.5430009 13.3080328 7.1793150 6.8716120 NA NA -0.1782082 3.2811938 2.2811938 15.3569999 14.9589803 10.3020487 12.3687784 NA -0.1782082 11.3467948 0.8217918 0.8217918 8.3354908 11.7907901 -1.1782082 18.6144152 13.9358717 3.5766552 0.8217918 0.8217918 11.8301920 5.7165822 -1.1782082 10.4993817 10.3982477 15.4043171 9.4086032 7.5152504 3.6291234 11.2482903 10.3511940 4.1793120 13.1598605 10.7576651 10.8076054 11.9684912 -0.1782082 8.3156188 10.8437844 8.4160881 1.4066999 NA 0.8217918 5.8329913 11.5524458 11.4069607 1.1437199 -1.1782082 5.2140821 7.4474726 NA 10.6820744 0.4067543 13.3589818 9.1391760 11.1563160 NA 13.3337013 5.0505801 9.6355446 10.6315315 5.9916874 10.2146175 10.0306074 4.6031219 10.6100739 10.6909716 -1.1782082 7.6323351 9.8531200 7.9765813 11.0747244 8.2417234 10.9345287 8.9866703 NA 9.3075927 -1.1782082 0.65903000 0.51856000 3.65690000 1.08290000 -0.02123500 0.52136000 1.01680000 0.00027728 -0.05347600 -0.08678400 0.89166000 -0.00954260 -0.02000100 -0.02000100 -0.01230000 -0.03176800 -0.03026700 1.53230000 0.52906000 0.53222000 0.53222000 0.83687000 0.00305220 0.48990000 1.49600000 -0.01642900 0.53011000 0.53011000 1.07740000 -0.02636500 -0.01064600 -0.04577000 0.52013000 -1.29290000 -0.05684600 -0.02342900 -0.02342900 -0.02342900 -0.02342900 -0.03095000 -0.04061600 -0.87977000 -0.63301000 0.56010000 -0.01602600 -0.01904000 -0.02123500 0.00027728 0.53327000 -0.75737000 -0.02000100 -0.02000100 -0.00691950 0.00000000 0.00000000 -0.03176800 -0.03026700 0.54118000 0.51298000 0.53222000 0.53872000 0.12051000 0.19908000 -0.00401620 -0.00691950 0.00305220 -0.03272300 -0.03993700 -0.05020200 -0.01642900 0.49960000 -0.01560400 0.30090000 -0.55071000 1.07550000 0.000 0.000 0.000 0.000 1.532 0.000 0.532 0.121 0.199 0.000 0.000 0.000 0.000 0.408 0.000 0.000 0.500 0.000 0.477 0.530 0.530 0.000 0.563 1.301 0.000 3.657 3.657 0.000 0.000 1.064 0.000 0.000 0.000 0.516 0.516 0.000 0.892 0.000 0.000 -0.513 0.562 0.000 0.000 0.000 0.000 1.532 0.000 0.532 0.121 0.199 0.000 0.000 0.000 0.000 0.408 0.000 0.000 0.500 0.000 0.477 0.530 0.530 0.000 0.563 1.301 0.000 3.657 3.657 0.000 0.000 1.064 0.000 0.000 0.000 0.516 0.516 0.000 0.892 0.000 0.000 -0.513 0.562 10.924395 -1.178208 9.740060 5.196804 10.333516 12.811329 9.538583 10.705934 8.985413 9.393516 14.943054 12.492088 7.511761 12.013902 9.906572 10.983840 6.040835 13.159860 9.305579 10.807605 10.468772 10.897911 10.765432 13.915649 13.223243 12.474608 NA 1.406700 8.497721 10.114660 10.6703864 12.4220248 11.8263350 -0.1782082 11.4483850 10.8245785 15.2552339 9.0720618 7.9197953 9.5273959 9.5564731 12.9333067 8.9281562 8.3295582 10.1244023 9.6641137 11.1086099 10.7013467 8.7976113 5.9613154 11.7241386 3.2811938 10.1048518 10.3020487 5.4941884 4.6291176 6.5699558 9.2151539 -1.1782082 9.6435373 10.5152504 10.8076054 11.9684912 11.0646398 10.8437844 11.1201125 6.7346527 5.0505801 9.2345978 10.7506519 9.1071655 4.9715114 10.6820744 11.5992242 11.1563160 11.8995805 10.3359843 10.6267011 7.8104482 10.0306074 7.6355447 10.2563916 10.0908901 1.4066999 NA 6.9510469 9.6140088 9.6609673 10.0115880 8.7686697 9.9394066 4.1071689 TCGA-CV-7438 87 1 194 NA head and neck stage i t1 nx NA female 2000 NA no head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 1 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 7 0 0 2.70487e-06 1.005657e-06 11.8552989 NA 10.4458491 1.9859740 5.5025375 10.8025903 2.5164691 6.4159496 8.9401585 15.7032818 6.3078911 8.0944868 8.2317789 6.7760395 9.1975801 8.4215166 5.2423014 5.8494614 3.0639688 8.8075591 -1.1840967 -1.1840967 8.2233048 7.3744579 10.8878347 2.9859558 9.9199806 10.4108282 10.7013522 10.2511865 -1.1840967 NA 2.4010024 9.0193116 -1.1840967 NA 14.8573969 7.3356735 9.4742486 11.6012853 7.6771241 7.6298185 11.5541294 3.2754690 NA 10.6124824 12.9685597 8.5233961 -1.1840967 8.9771691 4.4567142 12.5709247 5.8713188 6.9809438 1.9859740 NA -0.1839328 2.6233987 2.6233987 15.4390464 16.3194012 11.0704753 12.1818128 -1.1840967 4.6233928 11.2029774 -1.1840967 1.9859740 9.1379653 11.0621839 -0.1839328 18.1545536 13.0015321 NA 2.1379625 0.8160672 11.8169174 10.8181489 5.1558868 11.1029963 10.4963967 16.2081281 9.3038773 5.5842229 3.2754690 11.0199969 10.5759254 5.0448575 11.6439177 9.6817704 11.0793064 10.3542261 -0.1839328 8.4866935 10.7829031 6.4955177 NA NA 4.3078875 6.1558868 8.8848155 11.0055529 1.4009750 4.4010024 -0.1839328 7.2126423 NA 10.8628201 -1.1840967 12.7669575 9.6389743 11.1558871 5.0254895 13.5469849 8.1889023 7.7933172 11.1103707 9.3858928 9.2589808 9.6344196 8.8740288 11.5769650 11.5345700 1.1379625 8.8699630 6.4233681 8.8397915 11.8174453 7.2998527 11.6703212 9.1680806 -0.1839328 9.5900005 2.6233987 0.0218840 0.0218840 -0.0226060 -0.1359100 0.0482620 0.0482620 0.0203430 -0.1314700 -0.3718900 0.8447500 0.8447500 0.0458490 0.0458490 -0.0952520 -0.0952520 0.0317920 0.0317920 0.0107030 3.6569000 -0.0364010 -0.0364010 -0.3319100 0.0452820 -0.1153500 -0.1153500 0.0048923 -0.2034900 0.2527700 0.1548700 0.0230050 0.0230050 0.0230050 0.0218840 0.0218840 0.0049969 -0.0226060 -0.0226060 -0.0226060 -0.0226060 -0.4564000 -0.0802570 -0.0802570 -0.9990300 -0.1359100 -0.1853400 -0.1747300 0.0482620 -0.1314700 -0.1314700 -0.3863800 -0.9648100 -0.0952520 -0.2325100 -0.1681500 -0.1522100 0.0317920 0.0376410 0.0296060 -0.0364010 -0.0364010 0.0593660 0.0593660 -0.3319100 -0.1676400 -0.1676400 0.0452820 0.0452820 -0.4662100 -0.4844300 0.0048923 0.0091705 0.0000000 -0.1679000 -0.1703100 0.1548700 -0.168 -0.168 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 -0.242 -0.242 0.000 0.000 -0.115 -0.466 0.000 0.000 0.000 0.000 0.049 0.253 0.000 0.000 0.000 0.000 0.000 0.000 -0.376 0.000 -0.175 -0.175 0.000 0.000 0.000 -0.131 -0.372 0.473 0.000 0.000 -0.145 0.010 -0.168 -0.168 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 -0.242 -0.242 0.000 0.000 -0.115 -0.466 0.000 0.000 0.000 0.000 0.049 0.253 0.000 0.000 0.000 0.000 0.000 0.000 -0.376 0.000 -0.175 -0.175 0.000 0.000 0.000 -0.131 -0.372 0.473 0.000 0.000 -0.145 0.010 11.1752377 NA 9.9244898 7.0875000 11.6808037 11.2762320 10.1691841 11.3403340 8.8033013 9.5060352 10.2600167 11.1100835 8.2998527 10.6856310 10.4906708 13.8683505 4.1945520 11.6439177 10.9314060 11.0793064 10.5842215 10.4229050 10.6209748 12.9988730 12.5727988 8.9206360 0.8160672 3.6233870 9.2475348 9.1779811 11.228342 11.990651 12.157973 NA 11.627010 10.741221 14.854848 9.566744 7.275469 9.349367 9.049657 12.482261 8.907314 8.841177 10.987839 9.670126 3.063969 10.389684 8.786143 9.535426 10.612482 2.401002 10.353741 11.070475 5.173587 7.934978 3.137962 9.612077 -1.184097 9.375414 11.340089 11.079306 10.354226 11.504287 10.782903 11.594936 2.137962 2.401002 8.327790 12.173452 7.995946 4.648926 10.862820 11.616735 11.155887 12.306888 10.752675 10.482705 9.927173 9.634420 7.988465 10.593703 9.958783 3.208361 -1.184097 3.945317 9.219593 9.691786 9.636216 7.054442 9.861114 4.793318 TCGA-CV-7440 38 1 675 NA head and neck stage ii t2 nx NA male 2000 NA NA head and neck squamous cell carcinoma 21 1981 NA white not hispanic or latino 1 2 2 1 2 2 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 7 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.242008e-06 1.491146e-06 11.2586915 NA 11.2711844 1.9540101 1.9540101 10.9389860 NA 4.3599920 8.5920716 15.1251278 7.9058653 7.7458121 7.9741444 -1.3681041 9.0760494 8.4822566 4.5147156 1.4394104 2.3325074 10.0945722 -1.3681041 1.8019864 3.2759308 2.8799998 12.0964880 -0.3679180 10.0276040 10.9426827 10.2380122 9.5694436 0.6320820 -1.3681041 2.3325074 9.2671622 NA 0.6320820 13.5693977 5.0071103 9.9398115 11.7464629 7.1904904 6.8169452 12.0277379 2.8019864 -0.3679180 14.3504154 13.7535224 9.6411986 NA 10.6436465 6.0730211 11.8921073 7.0071091 4.9896204 NA 4.7214383 -0.3679180 3.1556359 2.2170446 14.5081788 15.0263324 10.1319157 13.4963528 3.6764592 3.5389602 11.2380123 -1.3681041 1.9540101 9.0801862 10.6025353 1.9540101 17.4233635 9.8360295 6.5449598 0.2169825 NA 12.0227762 6.3936204 4.6764649 11.8507723 10.4602063 16.0153860 10.6292493 5.8119796 6.8019954 11.0130719 11.0690416 7.3902928 11.4045123 10.0520300 10.0081953 11.8076194 -1.3681041 8.9312780 11.8314355 6.6376943 NA -1.3681041 1.8019864 6.9035324 9.0572856 8.7062114 2.9539915 2.7195339 NA 3.9174699 NA 11.1239229 NA 12.9241758 9.8898290 10.5808021 0.6320820 13.4031982 7.0832815 7.6348851 11.2929571 6.3531698 9.1507229 9.8610930 5.7818161 10.0087379 12.4768737 -1.3681041 10.6355878 5.0071103 8.3633888 12.2365073 7.3565840 11.7463002 9.5833545 -1.3681041 8.7969767 0.2169825 -0.03776200 -0.03054000 0.03129500 -0.07694500 0.25386000 0.25386000 0.52206000 0.52206000 0.48570000 0.48570000 0.48570000 -0.12187000 -0.12187000 -0.14862000 -0.15720000 -0.03438800 0.11873000 0.30585000 0.29443000 0.23287000 0.25168000 -0.04901900 -0.00843850 0.98597000 -0.38164000 -0.32286000 -0.04617700 -0.04617700 0.05694000 -0.38246000 -0.04443400 0.91976000 -0.04048000 -0.05131600 -0.40407000 -0.02356600 -0.02356600 -0.38638000 -0.38638000 -0.15745000 -0.15745000 -0.15745000 0.27900000 -0.07694500 -0.07694500 -0.07694500 0.25313000 -0.12069000 0.27348000 -0.50017000 -0.14862000 -0.14862000 -0.06437400 -0.07000100 0.28723000 0.05138700 0.22052000 0.38469000 -0.05158600 -0.39719000 0.28121000 0.28121000 -0.04901900 0.04358700 0.00930980 -0.00843850 -0.00843850 -0.38164000 -0.38164000 -0.32286000 0.00041593 -0.19312000 0.05354000 0.05354000 0.05354000 0.000 0.000 0.000 0.221 0.317 0.317 -0.397 0.281 0.000 0.000 0.000 -0.376 0.000 0.986 -0.382 -0.323 0.000 0.000 0.238 0.000 0.000 -0.200 0.108 0.000 0.000 0.000 0.000 -0.157 -0.157 0.000 0.000 0.254 0.254 0.522 0.000 -0.003 -0.003 -0.157 -0.157 0.000 0.000 0.000 0.000 0.000 0.221 0.317 0.317 -0.397 0.281 0.000 0.000 0.000 -0.376 0.000 0.986 -0.382 -0.323 0.000 0.000 0.238 0.000 0.000 -0.200 0.108 0.000 0.000 0.000 0.000 -0.157 -0.157 0.000 0.000 0.254 0.254 0.522 0.000 -0.003 -0.003 -0.157 -0.157 0.000 0.000 11.134902 -1.368104 9.620613 6.538960 12.823669 13.691408 5.201924 11.927695 8.786888 9.115886 10.494320 11.469106 6.908194 11.250914 9.343737 11.539524 3.638364 11.404512 9.567235 10.008195 10.919494 11.022239 11.264156 13.386002 12.766175 7.205717 NA 2.953992 8.841523 10.531427 10.519290 12.526130 11.634533 -0.367918 9.868084 10.934994 14.835245 6.155632 6.637694 10.323377 9.353169 10.956532 9.383974 7.091501 9.950613 9.515477 2.332507 11.514522 8.706211 8.971920 14.350415 1.217045 9.969692 10.131916 5.771622 6.490050 1.954010 10.148755 -0.367918 8.976366 10.000576 10.008195 11.807619 11.694453 11.831435 12.193477 5.246780 -0.367918 9.319927 9.576050 7.496256 1.954010 11.123923 12.694875 10.580802 12.014424 9.850633 10.704872 10.415887 9.861093 8.109828 9.695465 10.436604 NA NA 3.155636 7.884357 10.282673 9.985768 6.879997 10.529915 5.123923 TCGA-CV-7446 66 1 1093 NA head and neck stage iva t2 n2b NA male 1998 NA NA head and neck squamous cell carcinoma 86 1958 2 white not hispanic or latino NA 4 3 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.987949e-06 1.352435e-06 8.9621441 2.2342254 11.2183135 2.1187584 4.8005686 10.8946311 8.7923501 7.2752511 10.1471131 15.5670349 9.4474215 9.3870937 7.2445903 -0.4661377 9.7062116 9.3658828 5.5890653 4.9431759 2.2342254 10.6569354 3.2886686 5.1484949 9.6311578 4.8913366 11.9704956 5.6318173 11.0561204 11.2756723 11.7132266 11.2986556 6.3979706 3.3534503 4.8736360 9.9672443 1.7037209 5.4995685 13.0238828 4.5998712 8.8745910 13.0043794 8.7805247 9.3847522 12.7456723 4.3666719 4.4406732 14.1163383 13.1261827 9.3427483 -0.4661377 11.6439410 7.3185826 12.7155637 8.1055367 7.2617047 0.5337627 0.1187584 3.2342254 0.8557506 0.5337627 14.4960199 14.8021749 9.3379151 12.6372358 2.2342254 4.3411389 11.5472812 1.5337627 3.8557107 7.4466731 11.2185327 NA 18.1030100 10.6527251 7.5053273 2.1187584 2.4406865 12.1780910 7.8602136 2.4406865 12.5131824 9.4923367 14.2221163 10.7834900 7.8511968 6.4879799 10.4286018 9.7174194 6.5394085 14.8691981 9.7024562 12.2664814 12.1709749 6.8511968 8.6225724 11.9314587 8.6410012 -0.4661377 NA 5.9431759 7.6212468 11.2042190 10.0008800 3.5337876 8.1206236 -1.4663370 8.8691743 NA 11.5701294 2.2342254 12.4152804 10.4494730 11.1814673 2.4406865 12.5325507 9.7999850 9.6848005 11.5547640 8.4346507 8.8979186 11.1673288 9.7607983 12.0691809 10.1776402 2.5337876 11.7040221 12.2412510 10.1050627 12.0829670 7.3571517 11.7470402 10.3346839 1.3411318 12.2949197 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5171339 0.1187584 10.0071550 5.6423088 10.7629032 12.5964061 12.0782655 11.2366060 9.4762984 9.7834900 10.2233453 11.4691333 9.1159259 12.3469640 14.3075414 12.0725792 4.9894388 14.8691981 7.4255676 12.2664814 10.2329226 11.5208704 11.0286871 11.7184626 12.4917022 11.6215783 -0.4661377 1.9932033 8.8847231 11.1466525 11.2922154 11.8500655 10.2263995 2.2342254 12.3707220 10.6357597 13.9733546 11.2984483 8.2735648 9.8962758 9.7662049 13.8026184 8.6223469 9.0054592 9.2836535 10.1299738 2.2342254 12.3802538 9.1262411 7.8238028 14.1163383 3.9932124 11.6436147 9.3379151 5.8825110 5.6630656 6.2202855 10.7062115 NA 9.7130711 10.4372893 12.2664814 12.1709749 11.2830250 11.9314587 11.7726365 6.4406749 2.9932215 8.0951675 10.4744646 5.3792744 3.9261038 11.5701294 12.6651587 11.1814673 12.1480338 10.2084176 10.9429097 9.2786179 11.1673288 7.4072278 9.9261014 11.1206238 0.8557506 5.7529519 7.3314455 8.6470313 10.7826010 9.9109945 7.8489334 11.3112448 5.7626039 TCGA-CV-7568 48 1 927 NA head and neck stage iva t4a nx NA female 1995 NA NA head and neck squamous cell carcinoma 35 1961 NA white not hispanic or latino NA 1 3 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 4 0 0 5 4 0 0 0 7 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 4 0 0 0 7 0 0 4 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 5 0 0 4 0 0 0 0 0 0 0 4 0 4 7 4 4 7 0 0 0 0 1 4 0 0 0 0 0 4 0 5 4 4 4 0 0 0 4 0 0 0 7 4 4 4 0 0 0 1 7 0 0 0 0 0 0 0 0 0 4 7 4 0 4 4 7 0 0 0 4 0 0 0 7 0 0 4 0 0 7 0 4 0 0 4 0 0 0 1 0 4 4 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 4 0 0 7 4 0 0 0 0 0 4 0 0 0 4 7 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 6.443139e-05 3.231973e-05 9.2498328 -1.6896599 10.6539945 4.1431403 6.5534281 10.5462678 0.3102238 8.0981563 9.5933420 16.3175384 8.2350660 7.9212786 6.7448823 -0.6896599 9.7557857 9.5534275 6.0360637 5.0651414 10.2968067 9.2171442 1.1176286 -0.6896599 11.8780909 9.2629947 11.7469651 3.3102529 10.2960955 10.8271847 9.8914541 10.9334492 -1.6896599 NA 4.8338161 9.5795322 NA NA 15.0311518 6.3709489 9.1079151 11.8537688 8.0718050 7.9341349 11.5953667 4.2171454 NA 13.5320295 13.7513498 10.7193792 -0.6896599 12.1631731 4.5895418 12.0760576 6.3924033 6.7196448 0.6321751 NA -0.6896599 2.4801876 -0.1048525 14.3286239 15.3738163 10.4217153 13.2767590 2.3977208 5.2527676 12.3412655 0.3102238 2.8952251 10.7412287 10.1083203 -0.1048525 18.9850555 10.0279300 -1.6896599 2.4801876 2.0107082 11.9483500 10.8247211 3.8338110 10.9180739 9.7578535 15.4691196 10.0981561 3.2171376 6.9175833 10.7304770 9.1728910 4.8338161 12.5900078 8.1336205 9.1022303 11.4342133 1.6321751 8.4056508 11.3074330 8.7132655 NA 0.8952251 1.7696871 7.8494126 9.5534275 10.1159974 -0.1048525 3.6321868 NA 6.0313533 NA 11.7703254 -1.6896599 13.0298028 10.6797146 11.6352779 5.5000786 14.0072211 5.2644501 8.1588767 11.6266765 8.8130853 9.9835627 11.3511666 11.4976056 12.9784738 11.2808987 2.9541032 9.8026075 6.8416348 8.7819288 12.2237975 8.2527681 13.1368021 8.6874642 1.1176286 8.4016889 0.3102238 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.633590 NA 9.656967 7.258621 11.729555 12.006322 11.171728 10.545969 9.527605 9.023640 10.673567 12.241268 8.977365 11.183698 12.013508 10.600272 5.662166 12.590008 9.930015 9.102230 10.411244 11.102841 10.518793 12.811295 12.836814 9.391737 1.480162 4.614033 9.101416 10.575869 10.4135414 11.5836121 11.6610547 1.8952251 11.2962733 9.8634028 13.5968460 9.7650669 7.0072213 9.4376031 8.8503816 12.5276055 9.3593602 8.5688195 10.5962279 9.9622021 10.2968067 10.9031777 9.4580945 7.2380311 13.5320295 4.3977140 10.8333254 10.4217153 6.7614648 5.7614635 2.6321751 10.2907501 -1.6896599 10.1127700 8.1304326 9.1022303 11.4342133 11.5586259 11.3074330 11.7900338 4.4395367 4.1682329 8.5661557 11.6154603 5.5197054 2.2171376 11.7703254 12.5221419 11.6352779 12.3733115 10.1300335 10.7420123 9.1852350 11.3511666 7.9231218 9.2328380 11.3200822 1.1176286 -0.6896599 0.3102238 8.3468944 10.4951289 10.4141970 6.6231367 11.0330611 5.2760388 TCGA-CV-A45O 57 0 NA 851 head and neck NA NA NA NA male 1994 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 6 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 4.92425e-06 1.10969e-06 6.9862027 NA 9.4292444 -0.4146528 2.7552508 9.4417488 10.0841725 6.1088861 9.0365344 16.4429884 7.4055023 7.8936625 7.4118719 NA 8.2435349 8.5853231 4.1702856 3.3926746 7.2648029 7.4618404 NA -0.4146528 8.5568666 4.1702856 10.4694938 4.3926815 10.6365322 9.7184654 11.1972701 11.8810922 NA 2.1702776 2.5853231 9.6499447 NA NA 12.9783114 4.1088840 8.5278378 11.0645982 8.6701315 4.9072512 13.9669338 0.5853472 NA 12.0142068 12.3811599 9.3926781 -0.4146528 11.9125952 14.0627609 12.6399275 6.1702856 8.6242420 NA NA NA 0.5853472 NA 16.1376019 15.7755287 10.7849956 12.3730218 -0.4146528 1.1703097 11.0751712 NA 0.5853472 9.3047120 10.6833553 -0.4146528 18.0525825 10.0549650 NA -0.4146528 NA 11.7347528 6.8141415 8.6297172 11.2591976 9.9636180 15.2935180 9.4166306 1.5853472 1.5853472 10.7880592 9.0241152 4.5395187 12.1154857 9.6820384 10.8544499 12.5563278 NA 8.0115879 10.9587322 3.5853231 NA -0.4146528 -0.4146528 6.9340517 7.9027357 8.5825026 -0.4146528 -0.4146528 NA 2.5853231 NA 11.2766305 NA 13.1955407 10.0786984 10.5611712 -0.4146528 13.7519571 1.9072368 6.4182136 11.0005368 6.2995689 9.3813628 9.1684059 12.9268420 8.9472670 10.7261530 NA 9.1167047 4.0447526 8.3132436 11.8014628 8.9450727 12.6549408 7.4801407 NA 12.9928566 -0.4146528 0.00388540 -0.00041585 0.00083195 -0.00097017 -0.00013862 -0.00013862 -0.00304750 -0.00304750 -0.00097017 -0.00097017 -0.00097017 0.00110930 0.00110930 -0.00152430 -0.00152430 0.00000000 0.00000000 0.00291330 0.00291330 -0.00041585 -0.00041585 0.00083195 0.00152550 -0.00426350 0.00013863 -0.00207840 -0.00110870 -0.00110870 0.00569190 0.00065898 0.00065898 0.00430210 0.00388540 0.00388540 -0.00041585 0.00083195 0.00083195 0.00083195 0.00083195 0.00083195 0.00083195 0.00083195 -0.00166290 -0.00097017 -0.00097017 -0.00097017 0.00097064 -0.00304750 -0.00304750 -0.00097017 0.00110930 -0.00152430 -0.00124730 -0.00124730 -0.00124730 0.00000000 0.00000000 0.00291330 -0.00041585 -0.00041585 -0.00152430 -0.00152430 0.00083195 0.00291330 0.00291330 0.00152550 0.00152550 0.00013863 0.00013863 -0.00207840 -0.00346270 -0.00318590 0.00569190 0.00569190 0.00569190 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.073163 NA 8.673370 8.678080 9.452602 10.268309 12.809626 13.140272 7.618746 10.604914 11.261721 10.384605 9.422951 10.881092 13.303214 11.173101 4.553416 12.115486 7.418214 10.854450 10.117679 9.087160 11.421768 12.264223 11.619090 7.879944 NA 2.755251 9.723595 9.740141 10.5611712 11.1945020 11.9883353 0.5853472 11.0162984 9.5160605 13.1470801 9.6118466 4.7146082 8.2995689 7.5511076 13.5831202 6.1852362 7.5965506 10.4300290 7.3732254 7.2648029 11.3123928 9.2399593 5.6514134 12.0142068 -0.4146528 10.6905770 10.7849956 3.5853231 5.5853231 NA 11.6031756 NA 8.9450727 7.3666833 10.8544499 12.5563278 10.8462427 10.9587322 10.6283505 -0.4146528 NA 7.3601105 8.2146800 6.8891036 1.5853472 11.2766305 11.1726320 10.5611712 11.7920324 10.0901422 9.8959360 8.4892049 9.1684059 4.3402133 10.9066876 9.6406056 2.5853231 -0.4146528 6.0771768 9.4002901 10.6290341 9.6473694 6.1702856 9.5041864 4.1088840 TCGA-CV-A45P 82 0 NA 639 head and neck stage i t1 n0 m0 female 1998 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 7 NA NA 3 1 2 1 2 3 0 0 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 7 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 4 0 0 4.61215e-06 1.699213e-06 8.4065936 NA 10.0166867 -0.8833691 2.5760141 10.1031278 9.8065727 5.7164889 8.8359635 15.8207215 7.2355155 7.4519652 7.4741269 0.1166309 8.6003906 9.7239049 4.7312864 3.5760020 8.1109280 8.0022710 1.1165644 NA 1.7015491 5.6243700 10.8419410 4.5088913 10.5227797 10.1940580 11.0249673 9.7541052 NA NA 2.1165644 8.8989668 NA NA 13.5973649 6.6864305 9.5770305 11.1316412 9.0620186 4.4385058 13.1676136 1.4385058 NA 13.7514992 12.4916141 9.1772705 NA 12.1089820 10.1107937 11.8706271 6.2663218 4.9494649 0.1166309 NA 0.1166309 3.4385058 1.4385058 15.1496105 15.4678516 11.0945701 12.6093042 -0.8833691 1.7015491 11.7452480 0.7015047 1.1165644 9.7052894 10.8282416 -0.8833691 19.3815681 9.1893771 NA 1.4385058 0.7015047 11.7527461 8.1718573 6.0823598 11.0981491 10.6542784 15.6808731 9.5375875 3.7015380 2.2864968 10.9969235 9.8512843 3.2864968 12.3523975 7.4019768 11.6181631 11.2119717 NA 8.1417143 10.9857830 5.0473115 NA NA 3.6401350 7.4959533 8.4134908 8.6184119 -0.8833691 1.9239478 NA 8.1052595 0.1166309 10.8864125 NA 13.2928258 10.1104825 11.0656719 3.5088976 13.6101175 3.7604339 7.0707714 11.2535658 6.5002794 9.1193896 9.7819106 11.9231243 8.8747979 10.3892044 -0.8833691 9.5553666 4.9745568 8.9431231 11.6816768 8.5657232 12.0873996 8.4519652 1.4385058 12.6472249 0.7015047 -0.00318590 -0.00385560 0.00000000 -0.01895800 0.00249690 0.00249690 -0.00275820 -0.00275820 0.35512000 0.35512000 0.35512000 -0.00512270 -0.00512270 -0.00512270 -0.00512270 0.00152550 0.00152550 0.00013863 0.00013863 -0.00456950 -0.00690040 0.00958830 0.00444110 -0.00138580 -0.00138580 0.00138680 -0.00124730 -0.00124730 0.00728040 0.00171980 0.00208050 0.00208050 -0.00318590 -0.00318590 -0.00385560 0.00000000 0.00000000 0.00000000 0.00000000 -0.00676090 -0.00676090 -0.00676090 0.00430210 -0.00290910 -0.00290910 -0.00290910 0.00249690 -0.00275820 -0.00055444 0.35512000 -0.00512270 -0.00512270 -0.00359330 -0.00359330 -0.00359330 0.00152550 0.00152550 0.00013863 -0.00456950 -0.00456950 -0.00069303 -0.00069303 0.00707660 0.00000000 0.00000000 0.00444110 0.00444110 -0.00138580 -0.00138580 0.00138680 -0.00516550 0.00471900 0.02314500 0.02314500 0.02314500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.000 0.000 10.3874540 NA 9.0630278 5.6243700 10.6327671 10.6073554 12.0036049 12.7677385 7.7422838 10.1907161 11.1176310 10.7335829 8.1417143 10.5264959 13.0303991 10.5344272 4.7301073 12.3523975 9.0487895 11.6181631 10.6562182 9.6124297 11.3171668 12.8138887 12.3786695 9.6204004 -0.8833691 3.5088976 9.5088921 10.0302121 10.6223863 11.6315352 10.8958836 0.1166309 11.2811674 10.5449349 14.1151149 9.9028443 6.1933893 8.6769073 8.0938549 11.1312926 8.4916142 8.0384159 10.4152101 8.5677858 8.1109280 10.7978131 8.8847591 6.8979350 13.7514992 1.4385058 10.3088675 11.0945701 5.9745546 6.1718573 -0.8833691 10.2839928 1.1165644 9.1920538 8.4497301 11.6181631 11.2119717 11.0579892 10.9857830 11.1024166 4.6084249 0.7015047 7.3063990 9.2172370 6.7960552 3.0234683 10.8864125 11.5336361 11.0656719 12.2825808 10.4146373 10.3266371 8.1417143 9.7819106 6.2663218 10.6263497 9.6702039 2.5760141 NA 8.0532124 8.4736648 9.9861686 9.9753328 7.1880369 9.9976887 4.3260267 TCGA-CV-A45Q 69 1 5152 NA head and neck NA NA NA NA female 1995 NA yes head and neck squamous cell carcinoma NA 1945 1 white not hispanic or latino 3 6 NA NA 3 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 8.045254e-06 3.01697e-06 5.2136972 NA 9.0728328 NA 2.1093606 9.7270098 4.9167155 2.1093606 8.9447776 15.4425421 6.9573551 8.2952253 8.4167874 NA 8.2010584 9.3188121 3.2468641 NA 2.3723950 6.7181684 NA NA 6.3723932 NA 9.1689737 4.1797499 10.0553878 8.9295377 10.1592073 9.7689979 NA 2.5947874 3.1093606 6.9473015 NA NA 11.9390815 2.1093606 10.7328745 8.7240687 5.4598545 NA 11.8290898 0.7874325 NA 7.1183473 10.4348891 8.2262224 NA 12.4543204 9.7428190 11.7332402 3.5947874 5.6943203 NA NA NA 4.6454135 1.7874325 15.5073275 15.6525276 12.9471443 12.1183475 NA NA 10.2702387 NA NA 5.9968836 11.4067336 NA 19.2731971 9.3031305 NA NA 0.7874325 9.8222297 6.8427136 4.7874325 9.2403308 12.1087951 14.4141093 8.6761739 NA 3.5947874 13.1260278 10.1570280 NA 9.8788660 4.7874325 11.6084074 10.1048432 NA 8.4774288 9.2031725 3.8748953 NA NA 1.7874325 4.9167155 5.6700727 4.9968858 NA NA 2.7874325 4.9573575 NA 9.9636039 NA 14.0078090 7.1472680 8.2220588 NA 13.5109850 1.3723950 5.3109944 11.6803529 5.0353600 7.4021406 9.3984556 10.2509551 7.3496731 9.5704288 NA 10.3563369 -0.2125675 7.1711348 10.0041765 8.3723932 11.7944579 7.8427130 NA 9.0774494 NA -0.00526100 0.01056400 0.00152550 0.00041593 0.00180300 0.00180300 -0.00900620 -0.00900620 0.03016900 0.03016900 0.93549000 0.46998000 0.49857000 0.43581000 0.43412000 -0.00830050 -0.00830050 -0.03538400 0.01307400 0.00360760 0.00249690 -0.01697900 -0.01780300 -0.00456950 -0.00456950 -0.02698800 -0.01890200 -0.01890200 0.48440000 -0.03231400 0.00000000 -0.00747200 -0.00526100 -0.57249000 0.01056400 0.00000000 0.00000000 0.00000000 0.00000000 0.00194180 -0.52133000 -0.52030000 -0.50100000 0.00041593 0.00041593 0.00041593 -0.00254440 0.00833510 -0.01106000 -0.98181000 -1.03070000 0.43581000 -0.01326400 -0.01326400 -0.01578600 -0.00830050 -0.01381500 0.41362000 -0.00277070 -0.00277070 0.94604000 0.92675000 -0.01023200 -0.05158600 -0.02411400 -0.01780300 -0.01780300 -0.00456950 -0.00456950 -0.02698800 -0.02698800 0.00055459 -0.53673000 -0.53673000 0.48544000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.436 0.436 -0.045 0.476 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.436 0.436 -0.045 0.476 9.443855 NA 8.673737 7.246862 10.570429 8.528897 9.679214 11.856209 6.947301 9.359183 10.842713 9.560570 7.387344 9.458087 11.186709 9.186174 1.410341 9.878866 9.058894 11.608407 10.166809 7.542318 10.952966 14.727498 12.698261 5.431285 NA 3.957357 8.974783 8.372393 9.7503266 11.9990148 8.2752706 1.3723950 9.6219017 11.4326387 13.5622095 8.6454117 5.6203195 8.6139791 6.0542168 10.7115008 7.9115520 8.0400963 9.9269820 10.0078090 2.3723950 10.2115969 8.4563158 5.0728347 7.1183473 NA 9.8304580 12.9471443 5.1449845 5.1093606 NA 9.5605700 NA 8.1493742 6.5423184 11.6084074 10.1048432 10.0114323 9.2031725 10.2231009 NA NA 6.2952253 7.8907184 NA 0.7874325 9.9636039 9.0065993 8.2220588 13.4730555 10.4002991 9.2752706 6.5153513 9.3984556 6.6577958 11.6935697 7.0542168 NA 0.7874325 NA 9.5439870 7.9968841 9.3420195 6.5818468 8.0957699 0.7874325 TCGA-CV-A45R 46 0 NA 5480 head and neck stage iii t2 n1 m0 male 1997 NA yes head and neck squamous cell carcinoma NA NA 1 white hispanic or latino 1 3 NA NA 1 1 3 1 2 3 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 2.600837e-06 9.016233e-07 10.68753482 NA 10.68162908 2.75214913 4.69969043 9.97616097 5.30235561 7.49939308 8.70469252 16.06363392 7.06892550 6.37943209 8.38567348 NA 8.39395284 9.02562186 4.96717322 4.40423556 11.38878386 8.10467580 -1.05529145 NA 9.16155014 6.05332859 10.74974199 NA 10.10467567 10.21159084 10.26560485 11.31412907 -0.05514155 NA 4.46836827 9.32520043 NA NA 13.26757752 7.00008678 9.10971132 10.73718793 8.36054601 6.65904972 11.98731873 2.11473348 NA 12.21320014 12.89417513 8.91058877 NA 11.45334194 7.81757146 11.78420500 6.69969182 5.75215983 1.52977098 NA NA 0.94478350 NA 15.86422556 16.32582142 10.49747345 12.49338547 1.75214913 2.26672658 10.71464220 -1.05529145 2.40424918 9.02028356 10.98919848 NA 18.70954962 10.89024816 NA 0.52977098 2.11473348 11.61125027 10.37995371 6.69969182 10.85003342 10.38930168 15.05383918 10.32472421 5.98919806 6.12471275 10.80627902 9.97201925 4.52976474 11.86662111 8.28019450 10.97994709 11.69026858 NA 8.51845134 10.28019474 5.17362317 NA NA 2.94480224 7.81516936 8.77927548 11.41927078 -0.05514155 2.26672658 -1.05529145 7.26673220 NA 11.32769853 NA 12.70780917 9.56627937 10.40423598 2.75214913 13.14324938 3.19273074 7.74893548 11.01223867 9.52694636 9.36792032 10.24040688 8.42256268 10.77333754 11.45433194 3.19273074 10.69676675 6.54471720 9.58414512 11.51062044 7.85169471 11.84868619 8.42862021 1.52977098 11.85544706 1.52977098 -0.3133000 -0.3133000 0.3084100 0.3227000 0.8486900 0.1182900 -0.0150540 -0.0150540 1.3313000 0.6410300 0.6317100 -0.0337970 -0.0337970 -0.0337970 -0.0760120 -0.3504200 0.2882200 0.1215200 0.1215200 -0.3403300 0.3254300 -0.3600000 0.2443500 -0.0150540 -0.0150540 -0.0953840 0.2507400 0.2507400 0.0090312 0.2902400 0.2902400 0.2951700 -0.3133000 -0.3133000 -0.3275100 -0.3555600 -0.3555600 -0.3555600 0.3084100 0.0997240 -0.3668000 -0.0019399 -0.0042929 -0.3395200 -0.3464100 -0.3467300 -0.0184900 -0.0128510 -0.0128510 -0.3679300 -0.0337970 -0.0337970 -0.0353120 -0.0353120 0.0926050 -0.3542400 -0.3464100 1.0988000 -0.3519000 -0.3403300 -0.0078863 -0.0316340 -0.3600000 0.2649800 0.2649800 0.2443500 0.2443500 -0.0150540 -0.7024900 -0.0953840 -0.0953840 -0.0173910 0.0242680 -0.6602200 0.0090312 0.000 0.000 -0.346 -0.346 0.122 0.122 -0.340 0.000 -0.360 0.120 0.120 0.244 0.244 0.000 0.000 0.000 0.000 0.290 0.290 0.251 0.251 0.000 0.000 -0.313 -0.313 -0.043 0.308 0.000 0.000 0.323 -0.347 0.000 0.118 0.000 0.000 0.296 0.641 0.000 0.000 0.000 0.000 0.000 0.000 -0.346 -0.346 0.122 0.122 -0.340 0.000 -0.360 0.120 0.120 0.244 0.244 0.000 0.000 0.000 0.000 0.290 0.290 0.251 0.251 0.000 0.000 -0.313 -0.313 -0.043 0.308 0.000 0.000 0.323 -0.347 0.000 0.118 0.000 0.000 0.296 0.641 0.000 0.000 0.000 0.000 10.72943916 NA 9.32543859 8.16155014 11.01861123 10.10844775 10.28965502 12.25683641 8.43865963 9.90045431 10.97547149 10.14508997 8.52976669 10.31766936 10.93029057 10.65000473 5.15562377 11.86662111 8.47618562 10.97994709 10.25029617 9.80200786 10.99295058 12.49647898 12.17917272 10.05071282 -1.05529145 -0.05514155 9.25768719 10.55997412 10.7525618 11.8907968 13.4862035 1.7521491 11.3067481 9.9040818 14.7651057 10.4129192 6.5814296 8.9713277 8.7633867 12.2199104 7.4969352 8.6365478 10.0565921 8.5032251 11.3887839 10.9302906 8.2935323 6.4993931 12.2132001 2.1147335 10.4732585 10.4974735 5.6862708 5.8027852 0.9447835 10.3605461 1.5297710 8.6382915 8.1097111 10.9799471 11.6902686 10.9623088 10.2801947 10.4805658 NA 3.1147335 6.8990004 10.7808547 7.7902944 4.4042356 11.3276985 11.9816648 10.4042360 12.0279512 10.3616019 9.7942095 9.5297669 10.2404069 6.7261637 10.6807834 9.4897687 2.1147335 0.9447835 9.9973724 9.3915774 10.0578954 9.7154682 7.2485851 10.3689706 5.1147293 TCGA-CV-A45T 64 1 4856 NA head and neck stage ii t1 n0 m0 female 1998 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 1 NA NA 3 1 2 1 5 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.81456e-07 1.733891e-07 10.72118884 NA 10.52644828 2.43033880 4.43033211 10.20032019 7.35891752 7.61114582 8.75226021 16.69834243 6.62195222 7.15080945 8.37391265 NA 9.45068072 9.77906039 4.58561157 5.43033211 10.89571303 8.75061990 0.55581616 NA -0.02914635 6.24702555 10.21049906 1.97089046 10.51972244 10.10404280 10.69071713 10.78147217 1.29284063 -1.02914635 2.43033880 8.30465979 NA NA 13.36623385 6.00432385 9.79506380 9.64244166 10.04905131 5.41384453 11.21318152 4.18035476 NA 11.08203624 11.65674434 9.03698981 4.52548636 10.74073838 10.86949815 10.56382470 7.18521937 7.27468099 -1.02914635 NA -0.02914635 3.14082773 1.55586523 16.22805788 16.60280151 11.45320431 12.10307893 NA 2.55586523 11.63356894 NA 3.21882766 9.07418830 10.98317590 3.67133867 18.42426764 12.52908206 NA 0.55581616 2.14081137 11.22917211 9.57174260 6.13077235 9.84127295 10.49788875 15.29875138 9.13077183 6.21882766 4.39716634 11.53909419 9.97090052 3.14082773 11.79525671 9.12064768 10.09566813 10.63801209 -1.02914635 8.60571174 10.23005527 6.46275419 NA -1.02914635 5.72578750 7.03159700 7.92800250 9.36106956 3.36321314 3.14082773 NA 5.95958471 -0.02914635 10.71783465 -1.02914635 12.87346409 9.25744678 10.16257663 4.72579023 13.62273707 4.21882766 7.08984133 11.19460064 8.53885667 9.30629095 9.89941886 11.09469865 10.23827253 11.06530815 1.29284063 9.55210113 6.08984133 8.02618313 11.37017845 8.41384411 12.23299540 8.05570867 0.55581616 11.01972797 1.77825064 -0.0273980 -0.0214380 -0.0302670 0.0266540 -0.0150540 -0.0150540 0.0384890 0.0384890 0.1460700 0.1460700 0.1460700 0.0527910 0.0527910 0.0527910 0.0527910 0.0673750 0.0673750 -0.0037395 -0.0037395 -0.0798750 -0.0798750 -0.0419740 0.0164250 -0.0313590 -0.0313590 -0.0454880 0.1303600 0.1303600 0.0165650 0.0769980 0.0769980 0.0769980 -0.0214380 -0.0214380 -0.0297210 -0.0302670 -0.0302670 -0.0302670 -0.0302670 0.0000000 0.0000000 0.0000000 0.0000000 0.0266540 0.0266540 -0.0316530 -0.0150540 0.0384890 0.0384890 -0.0634350 0.0527910 0.0527910 -0.0887720 0.0022193 -0.0359980 0.0673750 0.0673750 -0.0037395 -0.0859920 -0.0859920 0.0653700 0.0653700 -0.0419740 0.0390540 0.0390540 0.0164250 0.0164250 -0.0313590 -0.0313590 -0.0454880 0.0512450 -0.0623610 0.0165650 0.0165650 0.0165650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 10.623297 NA 9.047556 7.301817 11.412289 9.638899 9.564292 11.681061 8.976525 10.686005 10.896455 9.967374 8.911948 10.134550 11.824015 9.802999 4.644174 11.795257 9.070248 10.095668 10.278671 9.137064 10.681707 13.301019 12.633680 8.747334 -1.029146 4.328456 8.920727 9.338315 10.708570 12.004324 11.363755 2.140811 10.553983 10.729124 12.946028 9.904591 8.036990 8.494462 7.936685 11.839530 8.608214 8.148320 10.845113 8.632679 10.895713 10.278101 9.232995 9.714893 11.082036 3.828885 10.059689 11.453204 5.328452 9.256303 NA 9.772609 1.778251 8.747334 9.946749 10.095668 10.638012 10.159489 10.230055 11.084643 3.292826 3.058368 7.705610 10.832375 9.774225 5.462753 10.717835 10.726623 10.162577 12.386906 10.637568 10.537430 9.341588 9.899419 7.797449 10.324599 9.205718 7.725788 2.430339 4.100187 10.411074 8.861165 9.535050 7.180354 9.565225 5.199719 TCGA-CV-A45U 59 1 1079 NA head and neck stage iva t4 n2b m0 male 1999 NA yes head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 4 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 5.617807e-06 2.427447e-06 9.4651380 -1.1814766 10.8860137 NA 3.9885029 10.9378447 5.9166104 7.2151845 9.1838083 15.6613471 7.9007286 9.0207033 8.4588245 NA 9.0413741 8.2656624 5.7493170 3.3421422 2.1405169 8.7872460 4.8185796 0.4035950 8.6048490 8.7727758 11.1642618 1.8185643 11.0888747 10.7130182 10.7103631 10.3765217 3.4624319 -0.1814766 2.7254794 8.6175373 NA 5.1584299 13.7928595 3.9885029 9.9126570 11.0368398 8.3884350 8.2448443 11.1925320 6.0182514 -1.1814766 12.0989152 13.3808218 8.5801304 -1.1814766 11.0602647 3.7727725 11.6200856 7.3263738 5.5999396 1.6259250 -1.1814766 1.4035404 2.5190134 1.6259250 15.2699178 15.8085719 10.6664198 12.4095172 NA 2.2780145 10.4314479 1.8185643 0.4035950 9.6064818 10.9555705 -0.1814766 17.3869252 9.8346912 4.5734654 NA 1.4035404 11.5790914 5.7254712 4.6259367 10.6884315 9.9664202 14.0736865 9.2790352 7.4980593 6.9581304 10.7861659 9.9133168 5.0280342 13.3450786 11.0419778 11.1840816 10.8315530 NA 8.6339626 11.2945661 8.4660377 2.8185847 NA 3.0665026 7.8242040 10.9809707 9.5507468 0.4035950 7.4732154 NA 9.1359919 NA 10.7500556 7.1979578 12.9984107 9.5366583 8.5734669 3.7254685 12.6516671 7.2065963 8.8423337 10.6522601 9.7581586 9.2973490 9.9790812 5.9984889 11.9151298 9.3313198 3.6259367 7.6703284 9.8758943 9.1359919 11.5101048 8.0425809 10.9670560 8.6656369 -1.1814766 11.7359514 NA 0.2362800 -0.0249350 3.6569000 0.5265600 0.2231400 -0.2006200 0.8712900 1.5067000 -0.1582200 0.4711800 0.4711800 0.0279190 0.0279190 -0.0175290 -0.0519120 0.0080567 3.6569000 0.4663500 0.0013868 0.0000000 0.2928300 -0.0344950 0.1346500 -0.1595000 -0.1595000 1.7798000 0.8987100 0.8987100 0.0605080 -0.0345600 -0.0345600 0.4079400 0.2362800 -0.4737400 -0.0592350 -0.3058000 -0.3058000 -0.3058000 -0.3058000 -0.0581930 -0.0472600 -0.9292700 -0.2410700 -0.2429000 0.2654500 0.2061000 0.2231400 -0.6787500 -0.3315600 -0.6215000 -1.0385000 -0.0175290 -0.5975000 -0.5762500 0.0350410 -0.3547600 -0.3116700 -0.0576540 -0.0256780 0.0000000 0.2274600 0.2418700 -0.0301310 0.3286100 0.3286100 0.1346500 0.1346500 -0.1595000 -0.2592400 -0.1111600 0.3448600 -0.1057900 0.1828300 0.1828300 0.0831980 0.000 0.000 0.000 0.000 0.465 0.000 0.000 0.242 0.000 0.170 0.337 0.000 0.000 -0.159 -0.159 -0.115 -0.115 0.000 0.000 0.899 0.899 0.000 0.000 0.236 0.000 -0.306 0.476 0.000 -0.194 0.527 0.206 0.024 -0.199 0.871 0.000 -0.158 0.313 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.465 0.000 0.000 0.242 0.000 0.170 0.337 0.000 0.000 -0.159 -0.159 -0.115 -0.115 0.000 0.000 0.899 0.899 0.000 0.000 0.236 0.000 -0.306 0.476 0.000 -0.194 0.527 0.206 0.024 -0.199 0.871 0.000 -0.158 0.313 0.000 0.000 0.000 0.000 10.638359 3.725469 10.031732 5.688944 11.894727 10.617452 10.540960 11.596246 9.818579 9.565094 11.030468 11.965784 7.835388 11.062348 12.418376 10.339689 5.842056 13.345079 9.383681 11.184082 10.240644 10.123501 11.287712 12.695630 12.624525 12.946735 -1.181477 3.278014 9.223721 9.691254 11.255031 12.238540 11.270306 1.625925 11.482582 10.581377 14.466454 10.521618 7.560046 9.420350 8.687402 12.654630 9.464724 8.638758 10.259967 10.123501 2.140517 11.419886 9.406357 7.740420 12.098915 5.210895 10.297854 10.666420 5.342142 6.149497 4.103984 9.734459 NA 9.235377 10.893724 11.184082 10.831553 10.229031 11.294566 11.075967 3.772772 7.180523 9.004694 9.600759 6.342140 7.232207 10.750056 10.879275 8.573467 12.049050 10.274420 10.058774 8.312435 9.979081 8.752270 10.185994 10.374127 1.818564 5.033480 7.563413 10.186982 9.599939 9.782920 8.843719 9.872505 4.749314 TCGA-CV-A45V 87 1 32 NA head and neck stage iva t4 n0 m0 female 1999 NA no head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 6 NA NA 3 3 3 1 1 1 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 4 0 0 0 7 0 0 0 0 4 0 4 0 0 7 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 1 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2.912937e-06 1.144368e-06 8.6434388 NA 10.0556025 3.5328281 4.2983577 9.9362631 9.7373961 5.6538396 8.6032142 16.3774032 7.7067516 8.2903815 7.8762327 NA 9.3076120 9.7373961 4.7958604 3.7344603 3.1177948 7.4348984 1.2108875 NA 10.7930388 5.1177865 10.9135024 NA 10.4136328 10.4688739 11.1759595 10.6371615 NA 3.5328281 3.8547537 9.0303573 NA 1.5328156 11.3801955 5.7500544 9.0085583 11.1799235 8.0342641 6.5772188 13.6812379 3.4588282 NA 12.8518195 13.3925926 8.9987994 -0.7891125 13.5148202 7.5337712 12.1683616 7.1237862 6.8475209 NA NA NA 2.6703192 0.7958500 15.6482570 16.4371300 10.6112426 12.3819172 0.7958500 3.6032168 11.2273569 NA 1.5328156 9.5989141 11.3574655 NA 19.3096717 10.5924398 2.2108875 1.7958500 1.2108875 11.5485187 7.8033536 6.0310753 10.7672927 10.4130206 15.1251184 9.4881842 3.5328281 2.6703192 11.0402231 9.8375185 4.5328219 12.8702137 9.0294788 11.1874609 11.9969622 NA 8.5728404 11.2742919 3.0182603 -0.7891125 -0.7891125 0.7958500 7.0310753 8.6703284 9.7986743 -0.7891125 0.7958500 NA 5.5684487 NA 10.6667377 NA 13.7952721 9.8121754 11.0750829 3.5328281 13.6792663 2.9113273 7.1297601 11.1442186 7.0935401 9.0278803 9.9337044 12.3419499 10.7147226 10.6779928 1.7958500 9.9996152 5.2552892 8.1147788 11.6911821 8.5485187 11.0774030 7.9456065 NA 12.8645256 1.2108875 0.00208050 0.00499690 0.00097064 -0.00719580 -0.00124730 -0.00124730 0.40911000 0.40911000 -0.00387790 -0.00387790 -0.00387790 -0.00249380 -0.00249380 -0.00304750 -0.00304750 -0.00733080 -0.00733080 0.00108100 0.00138680 -0.00567570 -0.00557110 0.00332990 0.00166420 0.00430210 0.00430210 -0.00318590 0.00680440 0.00680440 0.03439700 0.00208050 0.00208050 0.00208050 -0.01752900 -0.53885000 0.00499690 0.00041593 0.00041593 0.00041593 0.00097064 -0.00429290 -0.00429290 -0.88140000 -0.00622860 -0.00719580 -0.00719580 -0.00719580 -0.00124730 0.40911000 0.40911000 -0.90768000 -0.00304750 -0.00304750 -0.00415460 -0.00415460 -0.00415460 0.00194180 0.00000000 -0.00762290 -0.00567570 -0.00567570 -0.00138580 -0.00138580 0.00332990 -0.00193990 -0.00193990 0.00166420 0.00166420 0.00430210 0.00430210 -0.00318590 -0.00318590 -0.00013862 0.02056200 0.02056200 0.02056200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.409 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.409 0.000 0.000 0.000 0.000 0.000 0.000 10.751509 NA 9.253582 7.210896 10.963696 11.464434 12.704127 12.228749 9.279675 10.383324 11.418521 9.757791 9.128269 10.562940 13.185491 10.688655 5.122830 12.870214 8.624525 11.187461 10.201001 9.648649 11.085110 12.612938 12.343397 9.245696 NA 1.532816 9.078176 9.662108 10.9264299 11.8650853 11.7589962 0.2108875 11.3590555 10.3089288 14.4671748 9.7027498 7.2607455 8.2580209 8.3298380 11.8301997 8.5486524 8.3631816 10.1401552 8.8163763 3.1177948 10.7640460 9.7967982 7.2877124 12.8518195 0.2108875 10.2990225 10.6112426 6.8033536 5.8256076 NA 10.1874610 NA 9.2566564 7.9251426 11.1874609 11.9969622 10.8168392 11.2742919 11.1802833 3.2983651 NA 8.0433757 8.9371148 7.3453227 3.8547537 10.6667377 11.1408949 11.0750829 12.1342243 10.6069664 10.7712296 8.8384306 9.9337044 6.5237799 10.7949197 9.8283642 2.3808126 NA 9.7731392 10.1739373 9.7577912 10.0222715 7.6579801 10.1548767 3.8547537 TCGA-CV-A45W 75 1 1398 NA head and neck stage ii t2 n0 m0 male 1999 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 7 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 7 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 7 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 7 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 7 6 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.806714e-05 4.993606e-06 9.3801528 3.0064596 11.0579737 3.3060143 6.1133671 10.4217053 7.5007678 7.1389015 8.7385534 15.6588479 8.0708830 7.5681058 8.7068907 NA 9.6503072 8.8739673 4.6279395 3.2128961 10.9114909 9.6679551 3.0064596 1.6279336 8.4014082 5.2129000 11.2433851 NA 10.5432213 10.2352697 9.9660072 9.8442003 2.3059997 0.3060289 3.2128961 8.3273245 3.6279336 3.5539380 12.2667373 5.5914131 9.9039056 11.0172481 9.1229949 7.5300130 10.1901819 4.8606003 3.2128961 10.0202569 11.0266831 9.1825282 3.6279336 11.3527943 7.4580932 11.9430890 6.2129020 6.3283787 -0.6940878 2.3059997 1.3060289 3.8909719 0.3060289 14.5561595 15.2946607 10.1863602 12.6397258 0.3060289 3.8295756 10.8093402 1.8909914 2.4759409 8.4275450 11.9040638 2.8333354 15.9628830 11.7946046 4.1133671 2.6279336 3.1133671 11.6843062 8.6723334 4.6635610 10.7586902 10.7530945 14.8377275 9.4119198 8.1886546 5.5154633 11.8502513 10.3346081 4.3504053 13.5490931 10.4223553 10.5275984 10.6239892 0.8909525 8.8177639 10.5209375 7.9353678 -0.6940878 NA 4.5914161 7.3934745 9.7175224 9.0922809 5.2129000 4.8606003 1.3060289 8.1101424 NA 9.9198008 3.0064596 12.5426235 9.0787713 9.9198008 4.2602064 13.0261487 5.2832921 8.7259715 10.6441906 7.2248747 8.9022011 9.8625174 8.6897157 11.2929199 10.4106100 1.8909914 9.9784366 9.9142661 8.0373306 11.4859204 8.9151901 11.1882723 8.6788765 NA 11.2743181 3.0064596 0.1211600 0.0652260 0.9178400 0.0069435 0.0000000 0.0000000 0.0119580 0.0119580 1.1080000 0.1826800 0.1826800 0.0567980 0.0567980 0.0567980 -0.0194110 0.0795910 0.5313400 0.4375000 0.0223040 0.3792400 -0.1006600 -0.0351760 0.4918200 0.2071700 0.2071700 -0.0554990 -0.0387140 -0.0387140 0.0156090 -0.0793430 -0.1848400 0.5072400 0.1611500 -0.2189800 -0.3970800 -0.2258800 -0.2258800 -0.2258800 0.1835900 -0.1855900 -0.2135400 -0.2135400 -0.2135400 -0.3022000 -0.3022000 -0.3052900 0.0000000 0.0119580 0.3861800 -0.4915200 0.0567980 0.0567980 -0.3537300 -0.3537300 -0.3537300 0.0795910 -0.2320200 -0.0952240 -0.2265900 -0.1986200 -0.0480720 0.1512900 -0.0351760 -0.2224400 -0.2224400 -0.1580900 0.4815800 -0.1508000 -0.1508000 -0.0554990 -0.0554990 -0.1326400 -0.1402600 -0.1629400 -0.0128300 -0.354 -0.354 0.000 0.000 0.415 0.000 -0.199 0.000 0.000 0.106 -0.116 0.334 0.492 0.207 0.207 0.000 0.000 0.000 0.141 0.000 0.000 -0.133 0.207 0.000 0.000 -0.226 0.283 0.116 0.088 0.000 -0.302 0.000 0.000 0.000 0.000 -0.456 -0.274 0.000 0.000 0.000 0.000 -0.354 -0.354 0.000 0.000 0.415 0.000 -0.199 0.000 0.000 0.106 -0.116 0.334 0.492 0.207 0.207 0.000 0.000 0.000 0.141 0.000 0.000 -0.133 0.207 0.000 0.000 -0.226 0.283 0.116 0.088 0.000 -0.302 0.000 0.000 0.000 0.000 -0.456 -0.274 0.000 0.000 0.000 0.000 10.9326330 1.6279336 10.1660973 8.4404377 10.0914638 9.7026054 10.5263897 11.6840352 10.5479945 10.0971742 12.7510262 11.1569795 8.4734294 10.7206966 11.4278685 11.1161813 4.8864575 13.5490931 9.5118046 10.5275984 10.6149191 10.3193340 10.9182854 13.2391552 12.6957771 13.1241940 0.3060289 4.4352952 9.4249523 11.1000210 10.5093594 13.6559836 10.3774737 2.3059997 11.1701975 10.1554165 14.3347760 9.8557960 8.3801528 8.9040638 8.7468804 12.2786322 9.2645641 8.2218906 10.6075075 9.6177596 10.9114909 11.1589309 11.2474258 11.8471079 10.0202569 4.2602064 10.7928463 10.1863602 5.7322773 10.2419130 5.7978638 9.3721004 2.4759409 9.1467894 9.3017785 10.5275984 10.6239892 9.9525700 10.5209375 11.4589299 4.5154665 0.8909525 9.0116438 10.4468411 11.4771881 5.0064506 9.9198008 10.9073179 9.9198008 12.1926605 10.4995367 10.6756087 9.2674611 9.8625174 8.9096378 10.4828078 9.7122162 6.7154020 4.8587569 7.7406396 10.1007115 9.4314249 9.4983041 7.8758667 9.6211608 6.1515017 TCGA-CV-A45X 47 1 198 NA head and neck stage iva t2 n2b m0 male 2000 NA yes head and neck squamous cell carcinoma NA NA 4 white not hispanic or latino 1 3 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2.947615e-06 1.456468e-06 8.4512111 NA 10.6428427 -0.8318715 2.1681285 9.8702955 9.0057506 5.1904924 8.8245477 15.0469400 7.6397980 8.4465722 7.6838228 NA 9.2779534 9.6509307 5.4349084 5.8405488 1.4900566 7.2608800 -0.8318715 3.8119744 7.6069145 7.0323092 11.4650390 4.8119796 10.5278723 10.1751501 10.9133769 9.9121156 2.8685682 3.2957524 2.6275601 9.4637998 -0.8318715 2.1681285 11.5303406 3.8119744 9.4684754 11.2542590 10.7888008 5.4349084 13.6054197 2.6275601 NA 13.0370418 12.1582267 9.2328655 -0.8318715 11.9404373 9.9576890 11.9344446 7.6316471 6.0010118 NA 1.1681285 NA 3.4900566 2.7530910 13.6021626 14.2282622 9.8065586 11.8119789 1.4900566 2.6275601 11.2172906 -0.8318715 0.1681285 8.5124185 10.9839063 1.4900566 17.8805557 9.7313190 6.2766474 1.1681285 NA 12.0521024 6.0869854 7.2502719 10.9651317 10.5970063 14.7967392 9.3392995 6.2449384 2.8685682 10.9942739 9.1582267 4.5604398 11.7260650 10.4667581 10.7740652 12.0934917 6.0507651 8.9641624 10.4770306 6.2661550 3.8119744 0.1681285 3.4900566 7.1904904 9.1468331 7.8334588 0.7530910 NA 3.2555914 5.4160493 NA 10.3044731 4.3380464 14.5917640 10.3801935 11.3742214 1.4900566 12.8186136 4.8960441 7.9363070 10.9782927 8.0167459 9.1339072 9.0033835 11.6030116 9.0369453 9.4719036 1.7530910 10.2395852 9.9722538 8.4207881 10.8267805 8.2661550 12.3081536 9.0400280 NA 12.4800129 -0.8318715 0.1096000 0.1096000 0.2454400 0.2355000 -0.0176660 -0.0176660 0.7256500 -0.0168410 0.8589800 0.2331800 0.7294300 -0.5542700 -0.0041546 -0.1798000 -0.0473950 -0.0066432 3.6569000 -0.0081624 0.4933800 0.4532700 0.4532700 0.8026700 -0.0031859 -0.0513160 -0.0513160 0.0139110 0.1789000 0.1789000 0.3547900 0.2993100 0.2993100 0.4576800 0.1096000 0.1096000 0.1096000 -0.2742400 -0.2621500 -0.2621500 -0.2926000 -0.2634800 0.2388500 0.2388500 0.2388500 0.2668700 -0.2699700 -0.2699700 -0.0176660 -0.0168410 -0.0168410 -0.2717600 -0.7794800 -0.1798000 -0.3008400 0.9698700 -0.0016629 -0.0066432 -0.0180620 -0.0074720 0.4821700 0.4633500 -0.0134020 0.0000000 0.0241270 0.0834870 0.0834870 -0.0031859 -0.0110600 -0.2617900 -0.2617900 0.0139110 0.0139110 -0.0084385 -0.2156500 -0.2156500 0.3403700 -0.264 0.000 0.000 0.000 0.000 0.000 0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.210 0.000 0.000 0.299 0.299 0.179 0.179 0.000 0.000 0.110 0.110 -0.262 -0.068 -0.025 0.239 0.236 -0.034 0.000 0.000 1.412 0.000 0.009 0.281 0.000 0.000 0.125 0.340 -0.264 0.000 0.000 0.000 0.000 0.000 0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.210 0.000 0.000 0.299 0.299 0.179 0.179 0.000 0.000 0.110 0.110 -0.262 -0.068 -0.025 0.239 0.236 -0.034 0.000 0.000 1.412 0.000 0.009 0.281 0.000 0.000 0.125 0.340 10.3057543 0.1681285 8.8995605 3.7530803 11.1328246 12.4112863 11.6830833 12.0834420 7.8616099 10.0825079 11.2769739 10.9184111 7.9914901 10.5371748 12.3624179 10.6714516 6.2181883 11.7260650 7.4065273 10.7740652 10.6152060 9.8281187 11.3339436 12.7036570 12.2970837 8.8245477 0.1681285 1.7530910 9.4243315 10.9855062 9.8720264 11.8049739 10.7601126 1.4900566 11.8292328 10.6423357 14.5033676 9.3380477 5.6438562 8.3945351 9.4313919 12.0566758 8.6986265 7.9062148 10.8489218 8.9280111 1.4900566 10.6946220 8.5561401 5.7379787 13.0370418 3.8685584 10.6659746 9.8065586 6.2342120 5.9230113 2.6275601 10.2476075 NA 10.2635198 7.5256751 10.7740652 12.0934917 11.6872675 10.4770306 11.6754219 2.7530910 NA 8.0375008 9.5190620 5.6275543 2.1681285 10.3044731 11.3869887 11.3742214 12.1772516 10.6357283 10.0538191 8.3480319 9.0033835 6.8263337 10.5615133 9.6479030 0.7530910 -0.8318715 6.0507651 9.2563146 10.4667581 10.1981001 7.5124189 9.3860804 4.0261007 TCGA-CV-A45Y 61 1 2703 NA head and neck stage iva t4a n0 m0 male 2000 NA yes head and neck squamous cell carcinoma 39 1960 0 american indian or alaska native hispanic or latino 3 1 NA NA 2 3 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.254058e-06 8.322677e-07 10.8369237 NA 10.9388922 1.9481897 5.8822933 10.3642240 4.0477129 7.3453964 8.8856595 16.1701775 6.3887527 9.2243049 8.4005687 -0.8590905 8.8755353 9.6216158 4.8957146 6.9090098 5.1852204 8.5115131 2.4627591 NA 10.9733200 11.1446948 10.8948779 NA 10.2102754 10.2447690 10.5613122 10.7950140 NA NA 2.8412687 8.6351210 2.3107473 NA 13.2933481 5.2493505 9.4829003 11.5128744 7.8026036 7.7068793 11.6828901 5.0477172 1.4627329 12.5019469 12.5581507 8.9090098 2.7257848 11.3587833 9.0789055 11.6768299 7.7481559 8.0386710 NA NA -0.8590905 1.4627329 0.7257848 15.5376143 15.8849492 9.9980290 11.9133463 NA 3.1408277 10.6063920 4.9988048 3.3107473 8.6063919 11.3774378 1.4627329 17.5039679 11.8578593 NA 2.4627591 4.2282877 12.3281776 8.4873392 3.4627591 10.5033064 10.5676145 16.8542188 9.2726825 6.6002579 5.4446074 10.9542059 10.8948779 4.6954148 12.0017146 10.0477161 10.9764812 10.9168473 0.1407787 8.7555352 10.7365492 6.4627542 NA NA 3.7846820 7.3982135 8.9156126 9.8194257 2.4627591 4.9221836 1.1408441 6.9800299 0.1407787 10.9878829 4.3887544 12.8219541 10.0470246 9.7855831 NA 13.1380932 6.8061616 7.7628776 11.2691422 9.6896474 8.9449565 9.8396170 10.5082403 13.1101221 11.0454602 0.1407787 9.2401733 6.9546070 9.1534502 11.0291883 8.1464500 12.3243058 8.4672550 0.1407787 10.2636536 1.9481897 0.0457080 0.0372510 0.4809600 0.0000000 -0.0232920 -0.0232920 -0.0014347 -0.0014347 -0.0934030 -0.0934030 0.4083300 -0.2070900 -0.2070900 -0.1509500 0.0167050 -0.1275900 -0.1275900 0.0613650 1.7012000 -0.1816900 -0.1816900 0.0284260 -0.0078863 -0.0955160 -0.0974130 0.0073609 0.4585400 0.0703860 0.0105640 0.0026357 -0.0004553 -0.0004553 0.0457080 0.0457080 0.0372510 -0.2191100 -0.0984180 -0.0984180 -0.0984180 -0.0314790 -0.0055375 -0.0055375 -0.0055375 0.0000000 0.0000000 0.0000000 -0.0232920 -0.0014347 -0.0014347 -0.0934030 -0.2117400 -0.1509500 0.0232860 0.0317180 0.0317180 -0.1275900 -0.1275900 -0.0134000 -0.2087600 -0.1816900 0.0327040 0.0327040 0.0351000 0.0186630 0.0186630 -0.0078863 -0.0078863 -0.1354000 -0.1354000 0.0073609 0.0406090 0.0370760 0.0105640 0.0105640 0.0105640 0.000 0.000 -0.128 -0.128 0.000 0.000 -0.182 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.162 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.408 -0.151 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 0.000 0.000 -0.182 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.162 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.408 -0.151 0.000 0.000 0.000 11.1811153 NA 9.7752646 6.9863154 10.6099585 9.6496007 9.3804241 12.1011896 10.8277637 10.3287961 10.4011571 11.0961122 8.1464500 10.5822136 11.4411781 12.1944121 5.0701446 12.0017146 8.8429983 10.9764812 10.2842087 9.9808166 11.4308444 13.0156878 12.5708860 9.9048678 -0.8590905 2.1408114 9.1947514 9.2893022 10.4285379 12.0770954 11.0314698 2.1408114 11.0204088 10.5899742 14.1850425 9.8864998 7.7628776 9.1394160 8.6761009 12.5083768 8.6222012 8.5628903 10.0522175 9.2803769 5.1852204 10.1520528 8.9040379 10.5749324 12.5019469 4.5670891 10.1266674 9.9980290 6.2803773 9.0081042 NA 9.5395693 1.1408441 8.5071477 10.0514682 10.9764812 10.9168473 10.1666572 10.7365492 10.2473885 NA 2.3107473 8.5754538 9.9625995 10.2296138 5.4262278 10.9878829 10.9193134 9.7855831 12.5293810 10.4633170 10.2408308 9.3306500 9.8396170 8.8806063 10.0559579 10.1130873 4.6002579 -0.8590905 6.6954148 10.7520994 8.8325692 9.0507185 7.8890184 10.6074119 4.8412637 TCGA-CV-A45Z 75 1 1466 NA head and neck stage ii t1 n0 m0 male 2000 NA no head and neck squamous cell carcinoma 40 1940 0 white not hispanic or latino 3 2 NA NA 2 2 1 3 5 2 1 0 0 0 0 0 0 0 0 7 4 0 0 0 4 0 7 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 1 0 4 0 0 0 4 0 7 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 6 0 1 0 0 5 0 1 0 0 0 0 0 0 0 0 7 0 7 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 5 0 0 0 0 6 0 1 0 0 0 7 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 5 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 5 0 6 2.091073e-05 6.554108e-06 8.70832003 3.03922615 10.83326021 2.12167856 3.90595735 10.61265106 8.11163492 6.36115424 8.39677858 16.00144222 8.26237678 8.42343909 8.40297494 NA 10.96473745 9.10404856 5.67559578 4.30931445 10.72284057 8.64176168 3.53672434 2.27369491 8.30049213 6.30931627 10.69659768 -1.04811385 10.81711045 10.24293447 10.72984095 9.50731161 4.59561704 1.95177427 2.75911321 8.66805174 -0.04826302 -1.04811385 13.20929899 7.54047835 9.89962716 11.10436556 9.13539917 6.27369118 10.89281145 2.85865741 -0.04826302 11.97378478 12.49721099 8.73476211 2.53672434 11.98776567 8.87098482 11.23889903 6.37802775 5.94044868 NA NA -1.04811385 -0.04826302 -0.04826302 15.64162478 15.54423370 10.21503301 12.42254978 1.95177427 2.75911321 10.29938514 -0.04826302 2.53672434 9.28156009 11.87341881 1.95177427 18.25277765 11.08715246 0.95173698 1.95177427 3.19968805 11.89830462 6.41119572 4.16121857 10.71133581 10.74414747 14.59104799 10.04253792 7.23716597 5.65220252 10.57701607 9.83440689 4.16121857 13.94470215 9.88397861 12.00229272 11.18178425 2.12167856 8.66257012 10.23774391 8.70832003 -1.04811385 NA 0.53674921 7.11667042 9.28603719 8.80507347 0.95173698 3.27369491 1.75911321 4.80974370 NA 10.10278042 5.16121857 12.80780022 8.84219538 10.79214834 2.75911321 13.02933063 6.19969197 8.57564513 11.83058108 6.42749723 9.07846841 10.74617964 7.52919236 11.97065945 9.01515883 2.12167856 10.08554828 6.63826503 7.69995689 11.66557988 8.26917625 11.69196619 8.66084770 3.27369491 10.41733018 1.53674921 0.1352900 0.1547200 0.5936800 0.4158000 -0.0364010 -0.0364010 0.1362800 0.1362800 0.3456700 0.3456700 0.3456700 -0.0726750 -0.0726750 -0.0726750 0.3301100 0.0702160 0.0702160 0.1767900 0.1767900 -0.0784110 -0.0784110 -0.0728080 0.0033299 0.1532300 0.1532300 0.2527300 0.1272400 0.1566600 -0.0018014 -0.0398010 -0.0604170 -0.0604170 0.1547200 0.1547200 -0.0476660 -0.3201900 -0.3201900 -0.3201900 -0.3201900 -0.0624950 -0.0624950 -0.0624950 -0.0624950 -0.2288300 -0.2288300 -0.2288300 -0.0364010 0.1362800 0.1362800 -0.6217900 -0.0726750 0.3301100 0.2041200 0.2041200 -0.0480340 -0.2923600 0.1739200 0.1722100 -0.0784110 -0.0784110 -0.2852500 -0.2852500 -0.0728080 -0.0669220 -0.0669220 0.0033299 0.0033299 0.1532300 0.1532300 -0.0782780 0.0410340 -0.0694660 0.0716780 0.0716780 0.0544680 0.204 0.000 0.000 0.000 0.177 0.177 0.000 -0.285 0.000 0.000 0.000 0.000 0.000 0.153 0.153 0.253 0.253 0.000 0.000 0.157 0.157 0.000 0.149 0.135 0.135 -0.091 0.594 0.000 0.000 0.416 -0.229 0.000 0.000 0.136 0.136 0.346 0.346 0.000 0.330 0.000 0.000 0.204 0.000 0.000 0.000 0.177 0.177 0.000 -0.285 0.000 0.000 0.000 0.000 0.000 0.153 0.153 0.253 0.253 0.000 0.000 0.157 0.157 0.000 0.149 0.135 0.135 -0.091 0.594 0.000 0.000 0.416 -0.229 0.000 0.000 0.136 0.136 0.346 0.346 0.000 0.330 0.000 0.000 10.453103 NA 10.351533 6.666009 11.355575 10.298793 12.046996 11.414010 10.184784 9.500586 10.742112 10.867643 8.264647 10.459063 11.840507 10.679684 5.396529 13.944702 9.697438 12.002293 11.188974 10.392633 11.512574 12.790545 13.306289 12.566704 0.951737 3.652200 9.826745 10.796470 10.6387020 11.8689494 10.3648628 0.9517370 10.7380335 10.7767225 14.5847542 9.3978132 9.7534722 9.1672967 8.5479537 12.7623354 9.5744289 9.1853834 10.3869132 9.5073116 10.7228406 10.5815758 9.9030485 7.4792411 11.9737848 2.6522111 9.8213577 10.2150330 5.8825012 6.3863919 4.3780260 9.5765594 0.5367492 8.9810509 9.1996912 12.0022927 11.1817842 10.0842635 10.2377439 10.9411583 4.8586524 NA 8.4152880 9.6625703 6.1996920 3.8097437 10.1027804 11.6079652 10.7921483 12.6050568 10.9139369 11.1198091 8.8252078 10.7461796 7.7363985 10.0989687 10.0279114 NA 4.1216868 8.5216193 9.8552315 9.4254696 8.8252078 6.5590941 10.1907656 5.8221285 TCGA-CV-A460 72 1 1838 NA head and neck stage ii t1 n2 m0 male 2001 NA yes head and neck squamous cell carcinoma 51 1946 4 white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 2.045991e-06 5.201673e-07 11.05378703 -1.03061924 10.68784367 1.55429414 4.90005046 10.23492590 5.42874205 6.73749479 8.12918202 15.25677104 6.95230444 8.82105995 8.75230905 -0.03061924 8.73418223 7.88518997 5.15913669 5.96931169 9.35840439 7.52773190 -1.03061924 NA 10.20592298 8.37232270 11.19903090 -1.03061924 10.30749000 9.98959631 11.08370383 10.31693213 NA -1.03061924 4.01370343 9.11802898 NA NA 12.78649433 6.42052114 9.65142757 11.07816188 7.59866742 7.04077300 11.67278186 0.96930708 NA 11.97440896 13.61423734 8.14423659 0.96930708 13.50792413 2.13924027 11.85443516 5.95799583 7.87319246 NA NA -1.03061924 2.77667253 1.96930708 14.18378171 14.88106112 10.03539998 13.07644613 NA 4.09859641 7.91475465 4.42874540 2.96930708 9.29910703 11.49507627 4.13923208 18.28447584 12.73023860 NA 2.29124991 1.29124991 11.67234918 8.00273402 5.27309063 11.05169939 10.52341993 15.22988122 9.77021062 2.13924027 3.42874540 10.45413373 10.15294620 5.36162801 12.85929000 11.62439425 11.33945326 11.65449761 1.29124991 8.88817397 11.04512416 6.55427265 NA -1.03061924 2.55426958 7.28672316 8.63819587 9.77101911 1.96930708 4.46116181 -1.03061924 8.50069213 NA 9.44808037 6.95799583 13.72847079 8.90413693 11.01711636 3.29123518 13.23309347 3.13924027 7.55802574 10.85843449 7.56922372 8.96507806 10.45865699 6.59866742 11.81067859 9.91548609 1.55429414 11.01131211 6.24543481 8.11905783 11.98559677 7.97493536 12.14298792 8.44909085 NA 10.70147819 1.96930708 0.00000000 0.01321300 0.25480000 0.02454800 0.00791750 0.00791750 0.01586600 0.01586600 0.02651400 0.02651400 0.02651400 -0.43344000 -0.43344000 -0.43344000 -0.45843000 0.49615000 1.64520000 0.44698000 0.01419000 -0.00069303 -0.00069303 -0.42331000 -0.01766600 -0.44415000 0.01363200 -0.06115200 0.03883800 -0.10526000 -0.12306000 -0.01378700 0.01014600 0.01014600 0.00000000 0.00000000 -0.01423400 -0.43105000 -0.43724000 -0.43724000 -0.43724000 0.04073700 -0.41278000 -0.41278000 -0.41278000 -0.42658000 -0.43816000 -0.06839500 0.00791750 0.01586600 0.01586600 -0.93334000 -0.43344000 0.01670500 0.00305220 0.00305220 -0.43669000 -0.45029000 -0.43072000 -0.01917700 -0.00069303 -0.00069303 -0.42996000 -0.46153000 -0.42331000 -0.44091000 -0.44091000 -0.46876000 0.32794000 0.01363200 0.01363200 -0.06115200 0.34876000 0.02146300 -0.11248000 -0.12306000 -0.12306000 0.000 0.000 0.000 -0.431 -0.429 0.000 0.000 -0.430 -0.423 0.000 -0.425 -0.451 0.000 -0.444 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 0.000 0.000 -0.176 0.255 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 -0.437 0.000 -0.433 0.000 -0.123 -0.123 0.000 0.000 0.000 -0.431 -0.429 0.000 0.000 -0.430 -0.423 0.000 -0.425 -0.451 0.000 -0.444 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 0.000 0.000 -0.176 0.255 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 -0.437 0.000 -0.433 0.000 -0.123 -0.123 10.967549 -1.030619 9.253903 6.395575 11.149842 11.130440 12.573517 12.473509 9.929313 10.577566 10.612265 10.466165 8.757213 11.164991 9.971423 10.898939 4.714817 12.859290 9.337817 11.339453 9.824958 10.467163 10.602306 12.755202 12.126974 10.196325 -1.030619 2.428732 8.933652 10.578951 11.158209 11.770009 13.443714 1.776651 11.649011 10.366451 14.442691 8.233753 9.389271 9.040773 9.458155 12.433984 8.821591 9.062068 10.069973 8.786294 9.358404 9.977739 9.394527 9.608651 11.974409 1.969307 10.024593 10.035400 6.198129 8.313607 NA 9.872439 -1.030619 9.357328 10.784294 11.339453 11.654498 11.350854 11.045124 10.592278 NA NA 7.957995 11.269091 10.087603 4.827291 9.448080 11.406022 11.017116 12.525458 10.988206 10.251820 10.830398 10.458657 6.833497 10.801014 9.830398 4.056774 NA 10.435897 10.822570 9.766162 8.995834 8.141738 10.533937 6.523899 TCGA-CV-A461 65 1 2064 NA head and neck NA NA NA NA male 2004 NA yes head and neck squamous cell carcinoma NA 1954 0 white not hispanic or latino 2 2 NA NA 2 2 1 2 3 2 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 5 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 4 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 1 0 0 4 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 1.671471e-05 5.72184e-06 8.5803234 NA 11.1624205 1.5359534 3.5865606 10.0448558 8.6279311 6.4767673 8.8318620 16.6362865 7.2946281 8.1443161 8.5099341 NA 9.3423638 8.8488123 4.7058563 6.7509428 10.9528775 8.2657927 2.8984986 2.0505017 6.8370993 2.8984986 11.3205641 NA 10.2951041 10.2788402 10.4691984 10.2898622 4.1548424 3.3135361 3.3135361 9.4892860 NA NA 12.5417543 4.4834611 9.6762113 10.1416733 10.8037191 5.4967595 10.9162357 NA NA 11.6133172 13.1299205 8.5164769 -1.2712523 12.7894391 9.5926676 11.0828237 6.8934811 6.3867851 2.0505017 5.8790318 NA 1.3135361 -0.2714264 16.6252075 16.8762720 10.5483543 11.9348256 NA 0.3135941 10.9936033 NA 0.7285736 8.8266063 12.0396131 1.3135361 18.3113521 11.9546854 NA 0.3135941 2.3135361 11.3841050 7.2946281 4.9573946 9.9742993 10.1684052 14.8000367 9.1941407 7.1464271 6.9282471 11.2606867 9.9233312 3.4834676 13.6366235 9.1090353 10.4001154 10.5579007 NA 8.5164769 9.8783215 8.2716064 -0.2714264 -1.2712523 1.8985180 8.0482465 8.5771973 10.3432841 1.5359534 1.0505365 -0.2714264 6.5229895 NA 10.4423904 7.9621939 12.8689248 9.0587180 10.0566882 1.0505365 12.4720413 3.9765011 8.0162868 11.3182255 7.4598930 8.9034999 9.3305400 5.4150758 11.1895421 9.6354649 2.1880211 10.3841051 9.0425910 6.1797857 10.8591449 8.1079525 12.1975801 8.4479630 0.3135941 9.4666667 1.8985180 0.0242680 0.0242680 0.4471500 -0.0078863 0.0068044 0.4429100 0.0738330 0.0772860 0.1318400 0.1318400 0.5507100 -0.2483700 -0.2483700 -0.2483700 0.4835400 -0.0164290 -0.0173700 0.0315770 0.0213230 -0.4163000 -0.4163000 -0.0400730 -0.0344950 0.9271300 0.7218700 -0.0615550 -0.0051227 -0.0051227 0.0418830 -0.0062286 -0.4412400 0.3828700 0.0242680 0.0242680 0.0242680 -0.4120100 -0.4120100 -0.4120100 -0.4120100 -0.0102320 -0.0102320 0.0000000 0.0000000 -0.0078863 -0.0078863 -0.0078863 -0.0049290 0.0772860 0.0772860 0.1318400 -0.2483700 0.4835400 -0.0110600 -0.0110600 -0.0190070 -0.0250430 -0.0173700 0.0213230 -0.4163000 -0.4163000 0.0957980 0.0957980 -0.0400730 -0.0176660 -0.0176660 -0.0344950 -0.0344950 -0.4339800 -0.4339800 -0.4959000 -0.0139530 0.1426600 0.0492660 0.0662290 0.0418830 0.000 0.000 0.000 0.000 0.000 0.000 -0.416 0.000 0.000 0.380 0.000 0.000 0.000 0.927 0.493 0.000 0.000 0.390 0.390 0.000 0.000 0.143 0.000 0.000 0.000 -0.412 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.132 0.132 -0.248 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.416 0.000 0.000 0.380 0.000 0.000 0.000 0.927 0.493 0.000 0.000 0.390 0.390 0.000 0.000 0.143 0.000 0.000 0.000 -0.412 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.132 0.132 -0.248 0.484 0.000 0.000 10.9991617 3.2521431 10.4735217 5.4700422 10.5371364 10.1910664 9.1315864 12.2648216 9.0905182 9.8630007 10.0723153 11.3207977 8.4683548 9.9900817 12.1331837 10.1616381 4.9256909 13.6366235 9.6043236 10.4001154 10.5395475 10.3987879 12.0995341 12.5120044 13.0269233 11.6010568 0.7285736 2.9765103 9.6150329 10.0076045 10.4342067 11.7324436 11.2098692 0.3135941 10.8442683 10.6979608 13.5065467 10.0589311 7.9109689 9.9349782 9.0448558 12.6872176 8.3017861 9.3670102 10.5939209 9.9941894 10.9528775 10.4913716 9.3041135 8.2773962 11.6133172 1.7285736 10.1818450 10.5483543 6.3796262 7.4734078 6.0684236 8.5662021 1.3135361 8.1422020 8.6459466 10.4001154 10.5579007 9.6600506 9.8783215 10.9968239 -0.2714264 NA 7.7946634 10.3182254 9.2393386 4.6827699 10.4423904 10.5302826 10.0566882 12.0587910 10.7425948 10.9245616 9.1642445 9.3305400 8.2103738 9.9361987 9.6461180 4.6593138 1.8985180 6.2204267 10.5550791 8.3760329 9.3405213 7.2083544 10.1823593 6.7285750 TCGA-CV-A463 82 1 23 NA head and neck stage iva t4a n0 m0 female 2007 NA no head and neck squamous cell carcinoma NA NA 0 white hispanic or latino 3 6 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 0 0 2 7 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6.137974e-06 2.288736e-06 6.5310555 NA 10.4773805 -0.8439918 2.6154398 10.1382968 5.3654686 5.3057626 8.9857389 16.1645430 7.2112984 8.3384106 7.6558620 NA 9.1361557 10.0808287 4.7409761 3.2434863 2.8564479 8.5418784 0.1560082 NA 8.2328320 1.1560082 10.6128839 4.9109053 10.3806208 9.8607844 10.7935467 10.8160120 NA NA 2.7409707 9.1837562 NA NA 13.7141977 5.5989606 9.5536907 10.7881025 7.8177940 4.5135665 12.2611062 NA NA 11.7449650 13.0314775 9.4134041 0.7409707 13.7075442 9.0386592 12.2398279 6.3848355 6.0867540 0.7409707 -0.8439918 NA 2.3259332 1.1560082 15.1464304 15.3411186 10.7043565 12.6091582 -0.8439918 2.1560082 9.0538615 NA 2.1560082 9.7962611 10.8945307 1.9633631 19.6877108 9.0793437 NA 0.1560082 0.1560082 11.6568581 6.1783840 5.2645402 10.5741323 10.5754497 15.3380225 9.0955953 0.7409707 2.1560082 11.2804606 9.3470754 4.0139981 12.3798670 8.3507730 12.3103596 11.8869108 NA 7.9406513 11.4529324 1.1560082 0.1560082 2.3259332 1.9633631 6.3259404 8.7853727 10.4321406 0.7409707 NA NA 5.7707260 NA 10.6508717 -0.8439918 13.4186983 10.2313081 11.8000977 2.9633631 13.4009002 5.8839360 7.3507730 11.3424400 6.9308036 9.5515502 10.0164746 11.7924142 8.5418784 11.8025748 0.1560082 9.8266724 4.1102129 8.8177943 9.1811557 8.7106050 11.0893380 7.3006747 NA 12.2268080 -0.8439918 0.00145530 -0.00041585 -0.01326400 0.47834000 -0.00570580 -0.02178400 0.37825000 0.37825000 -0.01298900 -0.01298900 -0.01298900 0.48079000 0.48354000 0.50985000 0.50985000 -0.00622860 -0.00622860 -0.00346270 -0.00346270 0.53257000 0.53257000 0.00986690 0.01279500 0.00346870 0.00346870 0.01293400 0.00084299 0.00084299 0.08406500 0.00000000 0.00000000 -0.54653000 -0.00691950 -0.02054900 -0.00041585 -0.00443120 -0.00443120 -0.01326400 -0.01326400 -0.01422800 -0.01422800 -0.02592900 -0.02616700 0.49372000 0.48768000 0.51786000 -0.00570580 0.37874000 0.37874000 -0.05199100 -1.06550000 0.50985000 -0.00705760 -0.00705760 -0.00705760 -0.00622860 -0.00622860 -0.00346270 0.53257000 0.53257000 0.07268400 0.07096000 0.00088807 -0.00152430 -0.02567700 0.01279500 0.01950300 -0.00943470 -0.03081300 0.01293400 0.00221930 0.01126100 0.10002000 0.08406500 0.08406500 0.000 0.000 0.000 0.000 0.000 0.000 0.533 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.378 0.378 0.000 0.000 0.510 0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.533 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.378 0.378 0.000 0.000 0.510 0.510 0.000 0.000 10.610315 NA 10.572930 5.531057 11.216712 11.611076 11.129714 12.198873 7.897483 9.976993 10.645864 11.573341 9.107301 10.578081 12.445171 10.645362 5.639993 12.379867 9.861649 12.310360 10.579657 10.214008 11.400975 12.834247 13.043713 5.598961 1.156008 3.156008 9.744731 9.993644 12.1590069 11.4189919 11.2007518 -0.8439918 11.2401602 10.2645407 15.4455987 10.1021913 6.1218008 9.5896015 8.4891716 12.6954173 8.4204588 8.3133629 10.0178785 8.6357965 2.8564479 11.4790709 10.1672434 7.3158877 11.7449650 5.0629074 10.5217918 10.7043565 6.9042095 5.3848338 NA 10.7009806 NA 9.8736926 8.0202021 12.3103596 11.8869108 10.8043737 11.4529324 11.0225223 3.3259476 NA 8.7908271 10.2553639 7.4597972 2.1560082 10.6508717 11.5875137 11.8000977 12.3040160 10.4886122 10.7665797 7.0926546 10.0164746 6.0748800 10.6810475 9.2942881 NA NA 0.1560082 8.5436026 9.6347858 10.1036532 7.1332964 9.9381954 4.0629074 TCGA-CV-A464 48 0 NA 1722 head and neck stage iii t3 n0 m0 male 2008 NA no head and neck squamous cell carcinoma 21 1978 0 white not hispanic or latino 3 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6.242008e-07 5.201673e-07 9.3619275 -0.1056285 10.5671892 4.8012104 6.8773160 10.5676310 1.4792823 7.2994636 8.7382429 16.6739066 6.4334803 7.6984533 7.7145011 1.2162376 9.4536991 8.8072113 5.2677979 6.7145011 8.7287930 7.3205867 -1.1056285 0.4793341 10.7826847 9.7515253 11.2089052 0.8942939 10.3791448 10.3403713 10.4295973 10.2291538 NA 0.8942939 4.0642448 8.7592973 NA 4.7016766 13.7345589 6.8999466 9.7944341 10.4412164 8.4641777 7.5053463 10.3047733 3.8012104 NA 13.0578144 13.3162855 9.8353696 -1.1056285 11.4639402 4.5090307 11.8195055 7.2994636 7.8830067 2.3537467 -1.1056285 1.7016821 0.8942939 1.2162376 16.1018129 16.7753487 10.7834456 12.1017939 NA 4.5667482 11.3534974 2.5947635 2.8943133 8.6822246 11.3509330 0.2105136 17.7702242 10.5359221 NA 2.9817796 1.7016821 11.3442444 11.0469237 3.7016821 10.2697253 10.5291330 15.0930547 9.3205867 7.1981022 5.1422500 11.5030388 10.1581780 3.2162531 11.9771762 7.6222422 10.0853811 10.3116471 3.2866446 8.2930656 10.6429341 8.4257035 NA NA 3.4178795 7.6723992 8.6674611 11.0351517 -0.1056285 3.5947635 0.4793341 6.4792839 NA 10.8794523 NA 12.5569903 9.6916024 9.9536664 3.8485178 13.0980523 6.7708383 7.5843199 11.3859245 9.1422495 8.8426891 10.1528879 12.0325937 11.8766025 10.8379356 -0.1056285 11.3588677 6.8485178 10.1098549 11.2731587 8.1774101 12.0176351 9.3279074 -0.1056285 9.3568241 2.5947635 0.00000000 0.00000000 -0.06262900 0.08507600 0.01209700 0.01209700 -0.00263220 -0.00263220 -0.29721000 0.64506000 0.64506000 -0.28251000 -0.28251000 -0.28251000 -0.28311000 -0.00097017 -0.00097017 0.00458000 0.00458000 -0.28424000 -0.28424000 0.00430210 -0.00041585 0.00041593 0.00041593 0.00569190 0.15950000 0.15950000 0.02289200 0.00597000 -0.04397300 -0.04397300 0.00000000 0.00000000 0.00000000 -0.29024000 -0.29024000 -0.06262900 -0.06262900 0.00875280 -0.00307000 -0.00307000 -0.01478500 0.08507600 0.08507600 0.08507600 -0.00154990 -0.00263220 -0.00263220 -0.29721000 -0.28251000 -0.28251000 -0.00774820 -0.00774820 -0.00774820 -0.00097017 -0.00097017 -0.01210800 -0.27965000 -0.28424000 0.26247000 0.00569190 0.00430210 0.02020300 0.02020300 -0.00041585 -0.00041585 -0.09155200 -0.09155200 0.00569190 0.00569190 -0.03612900 0.01889800 0.06350900 0.03679400 0.000 0.000 0.000 0.000 0.000 0.000 -0.284 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.160 0.160 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.297 0.645 -0.283 -0.283 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.284 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.160 0.160 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.297 0.645 -0.283 -0.283 0.000 0.000 10.917730 NA 8.865406 4.752304 10.778492 10.389178 9.509952 11.132428 10.118324 9.438320 10.653378 11.265826 8.113491 10.145212 12.571711 10.086615 3.762221 11.977176 9.115909 10.085381 9.572922 9.893617 10.251324 12.763727 11.937691 7.911130 2.353747 4.509031 8.559658 9.026179 10.8120670 11.9811216 12.5418928 1.7016821 11.0367481 10.8918542 14.2050369 9.5729221 7.0692478 9.2887847 8.3163865 11.8780281 8.5789829 8.3781379 10.6235178 9.5843199 8.7287930 10.0229607 8.4412162 7.0236047 13.0578144 4.0236013 10.4188636 10.7834456 6.1231406 6.1327269 2.3537467 10.0847639 1.2162376 8.6458659 9.3216348 10.0853811 10.3116471 9.9657843 10.6429341 10.9045004 3.0642448 4.5667482 8.3858542 11.6362102 6.6290316 4.7272125 10.8794523 10.9104338 9.9536664 12.1211857 10.5886798 10.5724819 9.2758649 10.1528879 8.4942348 10.2094715 10.3284289 4.1797260 -0.1056285 0.4793341 9.6512618 8.5790704 9.6952219 7.7460709 10.5786322 4.8716022 TCGA-CV-A465 24 1 215 NA head and neck stage iii t3 n0 m0 male 2008 NA no head and neck squamous cell carcinoma NA NA 0 white hispanic or latino 1 3 NA NA 3 1 2 1 2 3 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.10969e-06 3.467782e-07 6.55248159 4.82604505 10.25596720 0.62965970 5.17397089 10.05591443 6.66673955 6.68131151 9.29023984 15.61700254 7.49177054 7.69573915 7.53654019 0.04474382 8.69394339 9.52143339 4.33009225 3.29261980 10.79455664 7.30678172 3.56825105 NA 4.90266694 4.87757740 10.56284857 4.71711157 11.17782943 10.44982866 10.75936201 11.02268254 0.04474382 NA 4.56825105 9.52073476 3.62964804 NA 14.11363337 3.95157847 10.07121067 10.60167219 8.78783858 5.64460043 12.94998018 3.56825105 NA 12.93457136 11.76898788 8.67768230 NA 11.53026499 7.34334564 11.35444775 6.47931465 6.33008866 4.59927613 -0.95539605 0.62965970 2.85203880 0.62965970 14.92966614 14.93502986 11.39700655 12.21492525 0.62965970 1.85203880 11.90402784 -0.95539605 2.62965970 8.70468318 10.78531122 NA 17.73574570 8.84720364 NA 0.04474382 3.74512974 11.97357562 8.43914978 6.11077665 10.55492224 10.81947428 15.03490198 9.55049881 7.49177054 4.68854406 11.37195912 9.24313232 3.62964804 12.24892208 7.15321152 9.24435955 11.76920105 NA 8.38453727 10.41972659 6.92732998 4.40223783 0.04474382 3.85203880 6.35756960 9.27830681 8.90577418 0.04474382 4.74512437 NA 4.74512437 NA 10.29142778 NA 13.17919374 9.25804657 10.69887566 4.13214907 13.20802239 5.98720261 7.76236343 11.33758394 7.75204607 9.46042886 9.44355920 11.66651016 7.98720147 10.19506912 2.50411186 9.72416729 4.68854406 8.10538318 10.76150669 8.33930800 11.55446218 8.62400326 NA 12.19839755 -0.95539605 0.328220 -0.193080 0.333550 0.116870 -0.215240 0.320970 0.055557 0.055557 -0.305300 0.468830 0.468830 -0.472860 -0.472860 0.055984 0.530310 0.045466 0.042817 0.061264 0.061264 -0.362190 0.325000 -0.221050 0.287910 -0.211650 -0.211650 -0.251000 0.528410 0.528410 0.277700 0.000000 0.012417 -0.204820 -0.193080 -0.193080 -0.193080 -0.478990 -0.478990 -0.478990 -0.478990 -0.442070 -0.193210 -0.193210 -0.193210 -0.305070 -0.305070 -0.305070 -0.215240 0.055557 0.055557 -0.305300 -0.472860 0.055984 -0.215490 -0.215490 -0.215490 0.045466 0.042817 0.026836 -0.484110 -0.362190 0.014371 0.014371 -0.221050 0.492910 0.492910 -0.467030 0.287910 -0.467980 -0.489750 -0.251000 -0.251000 -0.317240 -0.508340 -0.480780 0.247980 -0.215 -0.215 0.000 0.000 0.000 0.000 -0.362 0.000 -0.221 0.493 0.493 -0.155 0.133 -0.212 -0.212 -0.251 -0.251 0.000 0.000 0.528 0.528 -0.265 -0.253 -0.202 -0.202 -0.479 0.334 -0.442 -0.193 0.117 -0.188 -0.215 0.321 0.000 0.000 -0.305 0.469 0.065 0.538 -0.233 0.248 -0.215 -0.215 0.000 0.000 0.000 0.000 -0.362 0.000 -0.221 0.493 0.493 -0.155 0.133 -0.212 -0.212 -0.251 -0.251 0.000 0.000 0.528 0.528 -0.265 -0.253 -0.202 -0.202 -0.479 0.334 -0.442 -0.193 0.117 -0.188 -0.215 0.321 0.000 0.000 -0.305 0.469 0.065 0.538 -0.233 0.248 10.43378071 3.79957434 10.07469220 3.90267176 11.65548135 10.57460081 11.67859059 12.33916437 7.12683661 10.79999211 11.82173700 10.89291889 6.90266815 10.66582328 12.89906862 10.26082676 5.95589862 12.24892208 8.37336198 9.24435955 10.60978931 10.00323989 11.41972664 12.42626258 13.22374099 9.20203417 0.04474382 2.50411186 10.26082676 9.01766696 10.8492216 11.3079564 10.9523290 4.9026669 10.8029104 10.4704277 14.2675900 9.2662742 5.2146105 8.7928801 7.7520461 11.2517015 8.3640431 8.3756042 10.7468599 8.7416547 10.7945566 10.6310579 9.2045584 6.8964366 12.9345714 0.6296597 10.7645038 11.3970066 6.3208114 5.3114741 4.9988815 9.9150519 -0.9553960 8.3978342 8.5524820 9.2443596 11.7692010 11.6742715 10.4197266 11.3961786 2.0446739 1.3665880 6.6957391 9.3008959 6.7861546 3.1321491 10.2914278 11.7442596 10.6988757 12.3816121 10.9967004 11.0194603 8.2517016 9.4435592 6.3756042 10.6399447 9.7734580 0.6296597 NA 2.2146222 7.9415946 9.8995556 10.0347911 7.4793155 9.8972167 4.6885441 TCGA-CV-A468 42 1 464 NA head and neck stage iva t4a n2a m0 male 2001 NA yes head and neck squamous cell carcinoma 25 1977 2 NA hispanic or latino 3 1 NA NA 1 1 3 1 5 1 4 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 4 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.411387e-05 7.00492e-06 9.8386104 NA 10.3782671 5.5489144 5.6772376 10.3333197 8.0415119 7.8607406 8.7132353 16.5869867 7.1170020 8.3729469 8.3296627 2.9299992 9.3502643 9.6705068 4.7373569 7.5447133 11.2919470 7.6733953 0.1226065 NA 11.2850397 6.6925039 10.7113630 NA 10.2749332 10.0963458 10.7520050 10.7313652 1.4445611 NA 4.0295412 9.0920060 -0.8772610 NA 13.3237002 6.3705758 9.4834954 10.5541460 9.7122995 7.0052911 12.4158326 3.9299992 NA 12.3223207 12.0203048 9.3000679 3.8775381 12.4452807 5.6842802 11.5152341 7.1282728 7.3562680 2.7076131 -0.8772610 0.1226065 2.1226396 1.4445611 15.4560307 16.1557414 10.8986701 12.0594703 0.1226065 4.4080529 9.9586987 -0.8772610 3.6462087 8.8891772 11.2084528 3.1226562 18.3116597 11.8076161 NA 0.7076131 0.7076131 11.2803111 10.0797504 5.9170641 10.5586415 10.4496396 15.2361260 9.4457031 4.1670448 5.2519311 11.0246466 9.8386104 5.1450171 12.4972532 7.6422850 10.9704887 11.1728371 2.1226396 8.5551904 10.2679437 5.1670407 NA NA 2.1226396 7.4445768 8.4264291 9.9154387 1.1226727 3.1226562 NA 7.1170020 NA 10.6757977 -0.8772610 12.8372159 9.4962314 10.3652271 4.1226479 13.4798567 4.0295412 7.1394562 11.8170063 8.0444892 8.9138112 9.9884744 10.1345744 11.7090191 10.6442488 1.4445611 10.2114366 6.8841998 8.0563391 11.1944459 8.4558035 12.7481289 8.2467696 1.1226727 11.3075237 1.1226727 0.00277450 0.00277450 0.00000000 0.17196000 0.00158430 0.00158430 -0.00207840 -0.00207840 0.11888000 0.11888000 0.11888000 0.08334200 0.08334200 0.11961000 0.11961000 -0.00360110 -0.00360110 0.00986690 0.00055459 -0.09366700 -0.09366700 -0.00013862 -0.00009620 -0.08333300 -0.08333300 -0.00830050 0.07167800 0.07167800 0.01692900 -0.00097017 -0.00097017 -0.00097017 0.00277450 0.00277450 0.00277450 0.00000000 0.00000000 0.00000000 0.00000000 -0.00575760 0.00083195 0.00083195 0.00736320 0.03461400 0.03461400 -0.00152430 0.00194180 -0.00207840 -0.00207840 0.11888000 0.11961000 0.11961000 0.00374650 0.00374650 -0.00130490 -0.00360110 -0.00360110 -0.00672870 -0.09366700 -0.09366700 -0.00332430 0.00305220 -0.00013862 -0.00788630 -0.00788630 -0.00009620 0.00069327 -0.08333300 -0.08333300 -0.00830050 -0.00830050 -0.09234500 0.02048300 0.01692900 0.01692900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.119 0.120 0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.119 0.120 0.120 0.000 0.000 11.417843 -0.877261 9.739041 6.497687 9.552055 9.527769 10.541555 11.981406 10.552578 10.361053 11.135622 10.432125 9.616504 10.184694 12.777284 10.450201 4.909504 12.497253 9.568698 10.970489 10.385331 9.725347 11.878579 12.802661 13.009107 8.403419 NA 3.292576 9.341817 9.827417 11.225936 11.758820 12.226428 3.029541 10.841609 10.552578 13.683868 9.843748 8.047461 8.510666 8.604448 11.422715 8.008223 8.663745 10.688227 9.017466 11.291947 10.611493 8.831732 9.084098 12.322321 4.548911 10.179286 10.898670 5.646212 8.534159 3.370583 10.260920 -0.877261 9.057813 9.273665 10.970489 11.172837 10.524595 10.267944 11.180640 5.292572 4.677238 8.538390 10.610991 8.817877 4.955541 10.675798 10.828281 10.365227 12.364483 10.650125 10.606968 9.623490 9.988474 7.088433 10.694401 10.268580 4.514968 -0.877261 6.231173 10.618788 9.701021 9.297574 8.041512 10.202133 5.917064 TCGA-CV-A6JD 82 1 182 NA head and neck NA NA NA NA female 2012 NA yes head and neck squamous cell carcinoma 10 1970 0 white not hispanic or latino 4 6 NA NA 2 3 1 3 2 3 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 4 0 4 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 0 0 2.670192e-06 7.975899e-07 11.5722628 -1.1923154 10.7714244 NA 3.8952638 10.0563264 0.8077671 5.1476567 8.2855641 17.1573246 4.6406961 7.4002630 8.0509799 NA 9.1081585 10.2108179 4.0932052 7.6532958 10.0372256 7.6119366 NA -0.1921505 8.4316873 9.7865163 10.2282925 4.2001198 9.6159656 9.9963947 10.1702976 10.4740299 NA NA 2.6151573 8.7682856 -0.1921505 NA 13.7888825 6.2916220 9.6650093 9.6758567 7.0978246 4.7850849 9.9241498 2.2672361 NA 12.9290965 12.6025263 9.0172591 NA 8.9926812 4.2996623 10.4610988 7.2214334 6.5425150 NA -1.1923154 -1.1923154 5.9473576 3.6151573 15.5199161 16.8824140 12.1613662 11.7205081 NA -1.1923154 10.4802312 -0.1921505 -0.1921505 9.0074781 10.8021593 0.8077671 17.6161636 12.4925545 NA -1.1923154 NA 11.0004069 7.7026236 4.8738968 9.5181043 10.7236852 15.2503444 8.3254750 5.9575525 3.3927708 11.5701879 10.4775768 3.2672361 11.3215211 8.5989688 11.7840119 10.4151362 NA 8.6005961 10.3508377 9.3814530 -1.1923154 3.5626942 2.8952638 6.4444302 7.5593496 9.9486356 NA -1.1923154 NA 1.1297446 NA 10.8892893 NA 12.7819515 9.4392375 10.0897358 0.3927570 13.5996301 6.9422318 6.6657864 11.3088966 9.5289051 8.4480506 9.9758511 3.5082512 10.1201216 11.3993282 1.8078083 11.2749018 4.9370901 8.8698520 11.2923770 9.3006605 11.0533585 7.8712011 -1.1923154 8.3776613 NA 0.00037837 0.00037837 -0.00152430 -0.00152430 0.00041593 0.00041593 0.00000000 0.00000000 -0.63216000 0.61045000 0.59575000 0.58381000 0.58381000 0.58381000 0.58381000 -0.00373950 -0.00373950 0.00221930 0.00221930 -0.00636680 -0.00636680 0.10541000 0.00471900 -0.00774820 -0.00774820 0.01628600 0.00027728 0.00027728 0.02118300 -0.00360110 -0.00360110 -0.00360110 0.00037837 0.00037837 0.00037837 -0.00152430 -0.00152430 -0.00152430 -0.00152430 -0.01773100 -0.01088500 -0.01088500 -0.00553750 -0.00152430 -0.00152430 -0.00152430 0.00291330 0.00000000 0.00000000 -0.63216000 0.58381000 0.58381000 -0.62674000 -0.61614000 -0.00013862 0.60142000 -0.00373950 0.00221930 -0.00636680 -0.00636680 -0.01261900 -0.00338520 0.10541000 0.00083531 0.00083531 0.00471900 0.00666530 -0.00774820 -0.00774820 0.01628600 -0.00367220 -0.00981850 0.02118300 0.02118300 0.02118300 -0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.632 -0.036 0.584 0.584 0.000 0.000 -0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.632 -0.036 0.584 0.584 0.000 0.000 11.464901 NA 9.659641 7.480231 11.168104 8.806396 6.174129 11.309145 7.437163 9.635942 10.157087 11.336992 8.321534 10.006251 12.031355 11.460875 4.324134 11.321521 8.086255 11.784012 10.431230 9.726669 11.615362 13.547381 13.138233 8.460651 -1.192315 4.738541 9.245558 8.309643 10.8909527 12.2238116 11.6885373 -0.1921505 10.0704879 11.2870809 13.7310312 7.3700483 6.0074781 9.2140109 7.8494652 12.8114116 7.8802870 8.5825929 11.3123766 9.6618949 10.0372256 9.2393035 8.0722484 6.9877154 12.9290965 0.8077671 10.0123770 12.1613662 6.4225156 6.4516628 2.7147071 9.9670465 0.3927570 8.5237678 11.8268753 11.7840119 10.4151362 10.7143207 10.3508377 11.1118719 0.8077671 NA 9.0099296 9.5651958 5.3313684 7.2129477 10.8892893 10.4202136 10.0897358 12.6958831 10.5957084 10.0257636 9.6247894 9.9758511 7.5458981 11.6020186 9.7793494 -1.1923154 NA 1.1297446 10.5840949 8.9764779 9.0769326 7.4695840 9.0366245 4.6151632 TCGA-CV-A6JE 78 0 NA 1075 head and neck NA NA NA NA male 2011 NA no head and neck squamous cell carcinoma NA 1949 0 white not hispanic or latino 2 3 NA NA 3 3 1 2 2 3 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.918594e-06 1.248402e-06 7.6301040 NA 9.6908700 1.6852674 3.8227505 10.1173697 NA 4.3633183 8.9369647 16.4313504 6.3745440 7.3801259 8.8711121 NA 8.0809939 8.9761858 4.6487185 4.4926031 12.2338748 8.8021092 NA NA 8.9539045 4.3633183 9.6807300 5.7208694 9.9179062 9.4454664 9.4887309 10.2228521 -0.6366607 NA 0.9483018 7.7501281 NA NA 13.9817602 5.5531424 10.8971338 9.2791969 6.0071731 5.2212971 9.3477358 4.1706702 0.3633393 9.9963126 10.7219686 8.5506695 1.6852674 12.0674372 3.2322002 12.1575302 7.1381049 7.5580740 NA NA NA 3.6112432 3.8868818 17.1825420 17.1424712 13.0087507 12.6442331 NA NA 9.9660163 NA 3.8227505 6.1834964 11.3083954 2.6852450 17.7414640 11.0370681 3.3633113 1.6852674 0.9483018 10.5611483 6.5824853 4.4507824 9.6350956 12.3652533 15.4458407 8.9780271 6.4077113 5.6487185 12.0786360 10.7394428 -0.6366607 9.5531420 8.3116847 9.9005358 9.3420278 3.6852450 9.2352225 9.2851583 4.8551725 0.3633393 -0.6366607 0.3633393 7.1315020 7.8430976 7.5580740 NA 5.0912386 NA 4.3633183 -0.6366607 10.7323694 NA 12.4399660 7.3179787 8.5282244 2.3633113 12.4985457 3.8868818 6.7383571 11.9246053 7.0215286 10.4718418 9.5357449 7.3291021 9.2135043 9.1381044 NA 10.5244493 5.2459596 8.7811699 11.4387965 8.2398343 12.1595598 7.9595070 NA 8.1930404 NA 0.3967800 -0.3141200 0.6171600 1.5745000 0.3652600 0.3652600 0.0189460 3.6569000 0.2839000 1.4989000 3.6569000 0.0041036 0.0041036 0.0041036 -0.0149160 0.0338310 3.6569000 -0.0023553 -0.0023553 0.0458490 -0.3732400 -0.0228810 -0.0366780 -0.0227440 -0.0300840 -0.0338140 0.3401500 0.3383600 0.4139600 -0.4370200 -0.0290380 0.1890400 0.4352800 0.4352800 -0.3141200 -0.3852800 -0.3801100 -0.3801100 -0.3801100 0.0520660 0.1007400 0.1007400 0.1007400 -0.3588600 -0.3588600 -0.3859000 0.3652600 -0.3368700 -0.3576100 -0.4079300 0.0041036 -0.0149160 -0.0682610 -0.0682610 -0.0088526 0.0338310 -0.3845900 -0.0712650 -0.3745200 -0.3745200 0.0188030 0.4087800 0.2962800 -0.0298570 -0.0298570 -0.0366780 -0.0202750 -0.0300840 -0.0300840 -0.0338140 -0.0338140 -0.0087146 -0.0286930 -0.0286930 0.0204960 0.000 0.000 0.000 -0.385 0.000 0.000 -0.373 0.409 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.213 0.213 0.338 0.338 0.000 0.470 0.000 0.000 -0.380 -0.248 0.000 0.000 1.216 -0.359 0.363 0.000 0.000 0.000 0.815 0.815 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.385 0.000 0.000 -0.373 0.409 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.213 0.213 0.338 0.338 0.000 0.470 0.000 0.000 -0.380 -0.248 0.000 0.000 1.216 -0.359 0.363 0.000 0.000 0.000 0.815 0.815 0.000 0.000 0.000 0.000 9.776945 NA 8.845742 6.781170 11.818645 9.010776 9.131502 10.924605 9.316059 8.783278 11.822237 10.532616 7.144677 9.802109 9.316059 8.985369 4.302070 9.553142 7.933173 9.900536 10.315331 9.344885 10.479011 15.325701 12.474779 2.170662 NA 5.755635 8.515602 9.025096 8.9102119 11.2907250 11.1910571 NA 9.8651545 10.7615266 13.7959859 9.2505379 6.9179067 8.4874385 7.7895819 12.1640151 8.0878314 9.2321400 10.5338685 9.1064687 12.2338748 9.9899390 7.5921363 7.2762063 9.9963126 1.6852674 9.9917629 13.0087507 6.5130643 5.5332425 -0.6366607 9.9567085 NA 7.4131659 8.1512200 9.9005358 9.3420278 10.6556390 9.2851583 10.4097593 NA NA 6.7979455 9.7230670 5.1182060 1.6852674 10.7323694 10.0044660 8.5282244 13.2624855 9.8481403 8.6464057 7.7853818 9.5357449 8.7684589 11.6118380 8.4185998 3.0637618 2.1706622 2.6852450 10.6607553 8.6829897 8.9388565 7.5382433 8.8966472 2.6852450 TCGA-CV-A6JM 85 1 194 NA head and neck NA NA NA NA male 2011 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 4 NA NA 3 3 1 2 2 2 0 0 0 0 0 0 5 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 4 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1 0 0 0 5 4 0 5 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 7.31702e-06 3.779882e-06 6.4761694 NA 9.1877499 NA 2.7868681 9.8169859 2.4649296 2.7868681 9.0156891 13.8574611 7.5734669 8.7152410 8.6913544 NA 7.7549610 7.8615473 3.3718376 2.0499095 11.0897379 7.9487579 NA NA 7.2264941 6.7410665 10.0545936 NA 9.6235521 8.9963238 9.2131353 8.6298495 NA 1.7868891 2.0499095 7.7012434 NA 8.4393572 10.4328891 2.2722920 11.3886413 7.1514428 5.7317290 5.0499052 9.9284667 2.6348720 NA 9.5024893 11.3426100 7.0499052 NA 11.3590023 7.1848099 10.9924194 5.0499052 6.4983658 NA NA 1.7868891 5.2463017 3.2722920 15.0798823 15.4917891 12.9942509 11.6946625 NA NA 9.0309965 -0.5351227 NA 6.3718324 12.2053556 NA 17.8004636 12.5550548 6.3956798 NA NA 10.7509225 6.1791886 4.7128709 8.1751977 11.5310316 14.2372054 8.2131353 4.5942261 8.6743957 13.5417580 10.3182520 NA 9.9006127 8.3383865 9.5430931 10.1962614 NA 8.9487582 8.6841111 7.2722976 NA NA 2.7868681 5.4873095 8.0041013 6.8912077 1.7868891 NA NA 6.7958591 2.2722920 9.9294882 4.3229232 14.1230981 7.5216342 7.9687682 2.4649296 12.7394662 6.2064088 6.4761694 11.5754257 5.4191377 7.9527826 9.0611322 2.2722920 10.0592670 7.7410665 1.0499095 9.4983654 4.7503439 6.6547663 9.8922553 9.5404216 10.7624319 7.6596991 NA 8.8953950 NA -0.0348980 1.0432000 1.7290000 0.4449500 -0.0114670 0.4292400 0.6760100 0.1302200 -0.0769390 0.3429100 1.4236000 -0.5270500 -0.5270500 -0.0194450 -0.0253400 -0.0158730 2.2269000 1.0122000 -0.0286810 1.6746000 0.3601900 0.9011100 0.5003100 0.5187400 0.1752900 0.3401600 -0.0064987 -0.0064987 1.0823000 -0.0099502 -0.0099502 0.4532700 -0.0257500 -0.0542530 0.4617800 0.0063934 0.0036139 0.0469910 0.0000000 -0.0234220 -0.0202120 0.4442600 -0.0246550 -0.0201320 -0.0201320 -0.0378390 -0.0332620 0.1302200 -0.3312100 -0.0595320 -0.5270500 -0.0194450 0.6619900 0.6619900 -0.0035948 -0.0521440 0.0047253 -0.0374840 -0.5588700 -0.0279390 0.7788800 1.4267000 -0.4262500 0.4116200 0.4116200 -0.0317620 -0.0800020 -0.2463000 -0.2463000 0.3401600 0.8161100 -0.0291680 0.7284900 0.0566620 0.0566620 0.662 0.000 0.000 0.000 1.008 0.000 0.000 1.368 -0.421 0.412 0.412 0.000 0.000 0.519 0.272 0.340 0.841 0.000 0.453 0.000 0.000 0.000 0.431 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.414 0.634 0.634 0.000 1.424 0.000 0.000 1.082 1.082 0.662 0.000 0.000 0.000 1.008 0.000 0.000 1.368 -0.421 0.412 0.412 0.000 0.000 0.519 0.272 0.340 0.841 0.000 0.453 0.000 0.000 0.000 0.431 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.414 0.634 0.634 0.000 1.424 0.000 0.000 1.082 1.082 8.179188 NA 7.385534 4.165381 9.878570 9.712870 8.459296 12.106768 8.416227 8.594225 11.716721 11.502489 5.246302 10.134713 9.236432 8.528338 3.734720 9.900613 7.395680 9.543093 10.540422 8.027185 8.932548 14.803215 11.970258 7.304146 NA 4.219827 8.544427 8.555055 10.5181895 10.8980062 9.2593582 NA 9.5024893 12.7359677 13.0562286 9.4493608 5.5524047 7.3897552 7.0722730 10.5530681 6.7088783 8.3506387 10.7727124 10.6725669 11.0897379 10.6627734 8.5942253 5.8399823 9.5024893 5.7128709 9.9223233 12.9942509 7.1087983 4.1653814 NA 9.1566858 1.7868891 6.6146892 6.2593591 9.5430931 10.1962614 10.0805720 8.6841111 9.9766950 NA -0.5351227 5.7868708 9.3057202 5.9727363 1.7868891 9.9294882 9.4364859 7.9687682 12.8666219 11.0021608 8.3506387 6.2851211 9.0611322 8.5011159 11.4928484 6.6044939 -0.5351227 NA NA 9.1391169 8.1302781 9.6901499 7.0271850 8.0423713 2.9243660 TCGA-CV-A6JN 53 0 NA 906 head and neck NA NA NA NA male 2011 NA yes head and neck squamous cell carcinoma 54 1975 1 white not hispanic or latino 1 3 NA NA 3 1 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.358092e-06 7.62912e-07 7.8907707 NA 9.2447603 NA 2.5849625 10.2312212 4.7369674 4.3692361 8.5130695 16.5606712 6.1429586 7.7096580 8.2126992 0.4150014 8.1832220 10.5137276 4.6629631 4.1154744 6.7987414 6.5545889 NA NA 4.0000000 11.1446582 9.4662464 1.7369512 10.0398330 9.4387919 10.1757575 9.6462586 NA -0.5848904 0.4150014 7.6042693 -0.5848904 NA 13.0315863 6.3923174 10.9867901 8.3634046 8.0552824 3.0000000 11.4925208 NA NA 10.6140963 12.3236178 9.1137422 NA 11.1505935 2.4150285 10.5320312 4.5025025 7.0074949 NA -0.5848904 NA 1.7369512 1.0000000 17.3564634 17.2920064 13.5139743 11.7236609 NA NA 10.3706874 NA NA 7.1963975 10.9493404 NA 19.0809420 10.4505239 NA -0.5848904 -0.5848904 10.9003637 6.5749083 6.1154765 9.4295183 11.6444572 14.6863911 8.9048854 4.5025025 2.2224027 12.6159361 10.1522848 -0.5848904 10.6677030 6.9848935 9.5786872 10.1128738 NA 8.6677030 10.0407463 1.7369512 0.4150014 NA 2.0000000 6.5545889 6.8988529 7.6486574 0.4150014 NA -0.5848904 6.1154765 NA 8.4290581 NA 13.1935254 8.4319292 8.7096584 4.1154744 12.9172477 3.8073549 6.2605282 11.8566849 7.4374050 8.3808216 8.8538295 7.2352168 8.4318456 9.0927571 0.4150014 7.3219281 4.3692361 9.1996723 10.5571446 9.3022580 12.1695075 8.1429581 NA 10.3391076 NA -0.07667800 -0.10184000 0.02468900 -0.00429290 0.00569190 0.00569190 0.01000600 0.01000600 -0.01312700 1.10050000 1.09060000 0.55815000 0.00176030 0.00176030 -0.00553750 0.00875280 3.35690000 0.00235810 0.00235810 0.00374650 0.00374650 0.00041513 0.04712600 0.01209700 -0.57457000 -0.29319000 0.56025000 0.56025000 -0.00899060 -0.03463100 -0.03463100 -0.18672000 -0.07667800 -0.10184000 -0.10539000 -0.57328000 -0.57328000 -0.00401620 -0.57950000 0.00141710 -0.00277070 -0.00983630 -0.00650500 -1.18760000 -0.60041000 0.12285000 0.00569190 0.01000600 0.00422960 -0.02466100 0.00176030 0.00763920 -0.00097017 -0.00097017 -0.00547600 0.00875280 -0.58098000 -0.02493500 -0.57555000 -0.57555000 0.00972760 0.01656500 0.00666530 -0.62293000 -0.00277070 0.04712600 0.04712600 -0.56952000 0.01237600 -0.29319000 -0.31528000 -0.32588000 -1.29290000 -0.00899060 -0.00899060 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 -0.308 0.000 0.000 0.560 0.560 -0.326 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.091 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 -0.308 0.000 0.000 0.560 0.560 -0.326 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.091 0.000 0.000 0.000 0.000 9.5287797 NA 7.8392876 6.6147098 10.6450579 8.4621615 8.2320213 11.7313190 6.9541963 9.5999128 11.5001780 10.3553511 7.6196089 9.5874649 11.9166259 9.7747871 4.3858935 10.6677030 8.3980309 9.5786872 9.9058883 8.2094534 10.0579917 13.5947258 12.6541885 6.5339791 -0.5848904 5.1699250 8.9981202 8.6342059 10.3435558 11.6480579 12.3301699 1.7369512 9.7380923 11.2106713 14.5395555 9.4958550 6.0149511 7.9657843 6.9848935 11.1518622 8.0937081 8.7703887 10.9575858 8.8328900 6.7987414 9.3068211 8.5025005 6.5545889 10.6140963 5.6438562 9.5064728 13.5139743 5.9228329 6.0588944 NA 9.4234662 NA 7.3923174 8.1931148 9.5786872 10.1128738 11.0949574 10.0407463 10.3894521 -0.5848904 NA 5.5504913 8.8846794 5.5849625 3.6629688 8.4290581 10.1352818 8.7096584 13.4792750 11.2179577 8.7504280 8.4262648 8.8538295 6.7987414 11.2256092 8.0000000 4.0588966 NA 4.0588966 10.0479600 8.4150374 8.4457048 7.2854022 9.3677788 3.4150420 TCGA-CV-A6JO 69 1 197 NA head and neck stage iva t3 n2c m0 male 2011 NA yes head and neck squamous cell carcinoma 74 1959 10 white not hispanic or latino 3 1 NA NA 3 3 2 3 2 3 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150025e-06 7.62912e-07 9.98314026 NA 11.07199778 NA 2.71274984 10.04573837 5.93117954 5.09977911 8.31837695 16.87624186 7.12084024 7.71967425 7.71621860 NA 9.90485812 10.15697358 5.54976773 2.71274984 6.15186693 7.77053836 NA NA 6.57455720 4.26024400 10.79531353 6.20213950 10.44537910 10.30923156 10.25191385 10.28960269 NA NA 2.01231837 8.77640737 NA NA 12.65029863 6.33424289 10.50466925 10.78710241 7.71621860 3.40463068 12.28756686 2.18224734 NA 13.36284019 13.59115971 8.87029628 0.01235413 9.57455777 8.73970839 11.34826391 7.14159832 5.18223940 -0.98764587 -0.98764587 -0.98764587 3.53587877 1.59726895 15.48089084 17.06163802 11.27851625 12.13287722 NA 1.81966818 11.02703328 NA -0.98764587 8.52010987 10.94821704 0.96465739 19.24227124 10.96068256 NA NA 0.59731663 11.15410317 6.51216050 5.93117954 11.13414019 10.90599607 15.41145971 9.39277635 5.31609504 2.91920658 11.76553205 9.82208353 3.87029567 11.55437987 8.18224039 11.55026167 11.63001233 NA 8.34547089 10.83329200 7.33424378 0.01235413 -0.98764587 3.81966818 7.52406759 8.49613115 9.58311982 -0.98764587 -0.98764587 0.01235413 3.65617599 NA 11.19904864 -0.98764587 13.18239685 9.82176187 10.66112223 3.65617599 13.63356593 5.42170468 7.67052667 11.40811720 5.83249512 8.89648590 9.43505284 6.83886355 8.47992089 11.25935277 0.59731663 10.18911181 4.68474021 8.68297142 11.03086325 8.41532728 12.67186533 8.73341468 -0.98764587 11.90637515 NA -0.00640610 -0.00760010 0.09507200 0.06279400 -0.00719580 -0.00719580 0.55032000 -0.01009400 -0.27846000 0.25569000 0.26917000 0.54030000 0.54030000 0.54030000 0.00097064 -0.00166290 -0.00166290 -0.00221680 -0.00221680 -0.01367700 -0.01367700 0.00652620 0.00870940 -0.00456950 -0.00456950 0.00903120 0.00208050 0.00825740 0.03214500 0.09170300 0.09170300 0.27222000 -0.00640610 -0.00760010 0.00055459 -0.00473560 0.09507200 0.09507200 0.09507200 -0.01161100 -0.01161100 -0.01161100 -0.01577500 0.06279400 0.06279400 0.06279400 -0.00719580 -0.01009400 -0.01009400 -0.27846000 0.54030000 0.54030000 -0.00648920 -0.00648920 -0.00097017 -0.00166290 -0.00166290 -0.00221680 -0.01367700 -0.01367700 -0.00152430 -0.00152430 0.00652620 0.00208050 0.00249690 0.00870940 0.00870940 -0.00567570 -0.00567570 0.00903120 0.00903120 -0.27619000 0.04670000 0.03214500 0.03214500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.545 0.000 -0.023 0.256 0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.545 0.000 -0.023 0.256 0.539 0.000 0.000 0.000 10.56065564 0.01235413 8.21869497 9.18848846 10.29829540 11.58800581 8.76553209 11.71253826 7.32972818 9.62978281 10.63893697 10.91167226 9.65977368 10.36049015 12.41186029 11.03468316 4.08313676 11.55437987 8.63070069 11.55026167 10.50567045 9.48804879 10.66560826 12.57983295 12.38381973 9.62702511 -0.98764587 2.47175974 9.31837695 8.79695005 10.662021 11.664488 11.301181 NA 11.121493 11.255787 15.016968 9.889599 6.078405 8.862502 8.578369 11.883451 8.736608 8.555347 10.508170 8.423826 6.151867 10.430168 8.417457 6.726562 13.362840 3.260236 10.254894 11.278516 5.438579 6.677651 NA 11.263206 NA 9.079750 8.634367 11.550262 11.630012 10.846786 10.833292 11.315525 2.012318 NA 8.075710 11.111992 5.369868 2.819668 11.199049 10.625184 10.661122 12.210914 10.485514 9.867963 9.441722 9.435053 6.876501 10.939723 9.741086 3.919207 NA 5.202139 9.807056 9.860156 9.833292 6.192224 9.757990 4.684740 TCGA-CV-A6JT 65 0 NA 852 head and neck stage ii t2 n0 m0 male 2011 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.699213e-06 5.548451e-07 9.8163880 NA 9.7609819 3.5012353 5.9606692 9.7045865 5.6097638 5.6305220 8.6935312 17.1755688 6.2694222 7.9400305 7.2359482 NA 8.6071472 8.5807232 4.5887026 7.9890788 11.1264908 5.5236059 NA NA 8.8073002 11.6777234 9.8073002 3.0862063 9.4899232 9.7082528 10.3661985 10.2248995 NA -0.4987902 3.4081276 8.6407131 NA 1.0861723 13.1475722 4.2016809 9.9880735 8.6786582 7.1877390 6.4785189 10.7318594 3.7491695 NA 10.8483062 13.4034252 9.3777554 -0.4987902 12.2677674 7.7958591 11.8579656 5.5012385 7.6458969 3.2016809 NA 0.5012098 0.5012098 -0.4987902 16.5074331 16.6619897 12.3366968 11.6786581 NA 0.5012098 10.0040703 NA NA 7.8095778 11.7515369 NA 19.1330710 10.9322137 NA 1.0861723 2.0862063 10.9498711 10.0000878 5.0862021 9.3219441 10.7503520 14.9972497 9.0287156 5.8935564 4.2016809 12.1408054 9.9127495 0.5012098 10.6019008 8.4525234 10.7191962 10.3869349 -0.4987902 8.6045262 9.7889509 7.0403971 -0.4987902 1.8231787 2.9606785 7.1011510 7.8762781 9.0955632 NA 2.0862063 3.8935564 6.8321558 NA 10.8664674 NA 13.8616741 9.2015047 9.3975709 5.0247984 13.0994074 5.7866408 6.0862021 11.4781606 8.6123742 8.2924012 9.1085689 7.9233031 10.9085063 10.3317537 NA 10.3134158 6.2956551 8.2891410 10.5538066 8.3150196 11.9746906 7.4378769 NA 10.3576641 0.5012098 -0.00553750 -0.00553750 0.00097064 -0.02000100 0.46383000 -0.01078400 3.65690000 -0.00548280 -0.50981000 0.47306000 0.47306000 0.00069327 -0.50479000 0.00291330 0.00291330 0.00000000 -0.00024920 0.00555290 0.01768400 -0.00816240 -0.00816240 0.00889200 0.01058100 0.04570800 -0.50225000 -0.04604100 0.00944910 0.00944910 0.00166420 0.01558700 -0.51197000 -0.25225000 -0.00553750 -0.00553750 -0.00470790 -0.50401000 -0.50401000 -0.50401000 -0.50401000 0.00027728 0.00661930 0.00661930 0.01014600 2.89530000 -0.00595220 -0.00595220 -0.42691000 -0.00548280 -0.00548280 -0.50981000 -0.51373000 0.00291330 -0.30369000 0.84672000 -0.00275260 0.00000000 0.00291330 0.50082000 -0.00816240 -0.00816240 -0.00166290 0.50255000 0.00889200 0.00930980 0.00930980 0.01058100 -0.01106000 -0.50225000 -0.50225000 -0.04604100 -0.04604100 -0.02827900 -0.00304480 -0.00304480 -0.00304480 -0.301 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 0.000 0.000 -0.416 0.000 0.477 0.000 -0.510 -0.037 0.000 0.000 0.000 0.000 -0.301 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 0.000 0.000 -0.416 0.000 0.477 0.000 -0.510 -0.037 0.000 0.000 0.000 0.000 9.8795333 -0.4987902 8.5884362 5.8762787 10.5753800 11.9883249 8.8433131 12.2246862 8.7981549 9.6674016 10.9606702 11.4249374 7.2627902 9.7515370 11.4634116 9.9616944 3.2752306 10.6019008 7.3277870 10.7191962 9.8631823 8.5833875 10.0471684 13.5095096 11.9465121 7.8366286 0.5012098 2.5012353 8.8697450 7.8543853 9.986061 11.708558 11.126034 1.086172 10.218915 10.776199 12.919866 9.274378 6.055827 8.318222 7.194725 12.844424 6.879143 8.627943 10.847198 8.515259 11.126491 9.630522 7.849967 5.455436 10.848306 3.408128 9.659848 12.336697 6.501238 5.710691 NA 9.084321 NA 8.668657 7.768025 10.719196 10.386935 9.812987 9.788951 10.011013 NA 2.960679 7.308594 12.126491 4.308594 4.024798 10.866467 10.578722 9.397571 12.420288 10.819781 9.360773 8.343589 9.108569 8.599271 11.648761 8.646508 2.086206 1.501261 5.086202 10.422239 8.148697 8.933780 5.858792 9.191236 4.201681 TCGA-CV-A6JU 61 0 NA 110 head and neck stage ivb t4b n0 m0 female 2011 NA yes head and neck squamous cell carcinoma 81 1958 0 white not hispanic or latino 1 2 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 1 0 4 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 3.571815e-06 1.525824e-06 6.80376950 NA 9.70134944 2.87776388 4.25627852 10.40080911 3.14081137 6.18033288 8.20928423 15.71945220 5.57079078 5.72576569 9.50128567 -1.02914635 7.97650398 7.82574747 4.64330209 4.46273292 7.68855595 7.20449876 NA NA 5.34591792 4.05834247 9.68168574 NA 11.07121315 9.69112357 10.42312053 9.70812670 NA -1.02914635 1.55586523 8.36171485 NA NA 12.69677809 4.92507371 11.22620300 8.28149194 6.82262819 7.72242367 10.35620248 1.97089046 NA 10.12506457 11.37069128 8.26089837 NA 12.49063842 3.80427044 11.47793065 8.07154174 7.85962237 4.01527454 NA 0.55581616 2.55584069 0.97085365 16.78721917 16.30317774 11.44382398 11.50420906 NA 1.97089046 10.68855578 -1.02914635 -1.02914635 8.30403457 11.39504560 NA 16.47165121 11.83603264 1.29278175 -1.02914635 0.97085365 10.89494952 10.56660303 4.67132168 9.39738521 11.09629282 13.85098895 9.20689348 6.60023555 3.87777369 12.25613705 10.76326292 -0.02914635 11.55019528 5.98210602 8.82574779 9.83041411 -0.02914635 8.84586071 8.26089837 4.25627852 NA NA -1.02914635 6.53312100 7.97930800 8.93954601 0.97085365 3.72576297 NA 1.29278175 NA 10.06363641 -1.02914635 13.31156399 7.90040435 9.24467494 3.49444121 12.68458804 4.21880441 6.82262819 11.46523492 5.79105867 8.31960755 9.18155059 5.55584069 9.97299113 8.40342112 NA 7.34591880 6.08982015 7.34591880 11.04769495 8.81165726 10.46323325 7.23766601 2.43031204 6.64330497 -1.02914635 0.00069327 0.00791750 0.41446000 0.00035333 0.38190000 0.02048300 0.00416320 0.00416320 -0.00180140 -0.00180140 0.39512000 -0.40196000 -0.40296000 -0.40163000 -0.41212000 -0.39274000 -0.00802440 -0.00013862 -0.39608000 0.00973910 0.00624810 0.00000000 -0.02329200 -0.00124730 -0.00124730 -0.03993700 0.75681000 0.44477000 -0.04020900 -0.00263220 -0.00263220 0.01014600 0.00374650 -0.79235000 0.00791750 -0.40041000 -0.40041000 -0.39185000 -0.39274000 0.01167900 0.02061500 0.02061500 -0.39107000 0.01223700 0.40494000 -0.40506000 0.38618000 0.00416320 -0.40063000 -0.41036000 -0.66059000 -0.40163000 0.73606000 0.00527490 0.00124810 -0.39274000 0.38998000 -0.01912300 -0.40550000 0.01502800 0.01726400 0.00324490 0.00000000 -0.01023200 -0.01023200 -0.42451000 0.37874000 -0.38694000 -0.38694000 -0.03993700 -0.03993700 -0.44512000 -0.04671800 -0.04671800 -0.45982000 0.000 0.000 -0.385 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.401 0.000 0.000 -0.386 0.000 0.000 0.000 0.000 0.445 0.445 -0.390 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.000 0.361 0.000 0.000 0.000 0.000 0.000 -0.402 -0.402 0.000 0.000 0.000 0.000 -0.385 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.401 0.000 0.000 -0.386 0.000 0.000 0.000 0.000 0.445 0.445 -0.390 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.000 0.361 0.000 0.000 0.000 0.000 0.000 -0.402 -0.402 0.000 0.000 9.026162 -1.029146 8.608337 2.140811 9.506155 8.611124 7.982107 12.242051 8.446613 8.352422 12.417963 10.433382 5.614736 9.325129 8.932329 9.467733 4.073957 11.550195 8.063637 8.825748 9.282628 8.730768 10.153894 13.346936 12.075969 8.855050 NA 2.140811 8.504209 9.001546 10.326781 11.693473 11.656723 -1.029146 10.028871 11.061984 14.921790 7.358896 6.732431 9.013907 7.405507 10.922893 7.694472 9.337202 10.032250 9.746490 7.688556 9.580981 7.844324 6.578210 10.125065 5.462733 9.331726 11.443824 7.095000 4.218804 6.345918 7.844324 1.555865 7.237666 7.279219 8.825748 9.830414 10.214053 8.260898 9.900138 2.778230 3.363199 8.438485 11.343200 4.140803 3.218812 10.063636 10.332275 9.244675 13.438867 11.004646 10.455702 8.444585 9.181551 9.470725 11.197292 8.155953 2.292811 NA 4.180331 10.705322 8.755514 8.511976 6.828860 10.251650 4.363199 TCGA-CV-A6JY 69 0 NA 646 head and neck stage iva t4a n0 m0 male 2011 NA yes head and neck squamous cell carcinoma NA 1983 0 white not hispanic or latino 3 3 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.912937e-06 7.282342e-07 6.5115898 NA 10.3550781 -0.5968414 1.4030495 10.2993973 9.8188066 5.6884657 8.9324953 14.5606092 7.6557303 7.7867688 8.1974806 NA 9.2023465 9.9019140 4.6509943 3.9880302 3.9266257 7.9767119 NA NA 5.6318842 1.9880120 11.1457953 2.7249994 10.8522135 10.3601669 11.2148409 10.7889273 -0.5968414 -0.5968414 1.4030495 8.9910487 NA 1.4030495 12.5143636 5.2610456 9.3558061 11.0917523 9.0360601 3.1034976 12.5840618 2.5729867 NA 12.2874262 13.3336174 8.8501481 NA 13.2292161 15.3519889 12.7238654 6.1035039 8.6930837 NA -0.5968414 NA 1.7249994 1.4030495 12.6324785 14.1014885 10.9441614 12.5451719 NA 3.4905316 10.6112992 -0.5968414 -0.5968414 8.9029108 11.2399042 NA 18.8907322 9.2120292 -0.5968414 -0.5968414 NA 11.7362202 6.2485557 7.3099556 11.2353378 10.4406118 15.2234932 9.7057037 5.8949172 3.6509943 10.7272454 9.4226556 4.6884657 13.0730571 9.9088764 11.3133328 12.4169109 NA 8.4282044 11.4406118 6.7339820 -0.5968414 NA 5.0754898 7.1778520 9.2516879 8.9246653 2.5729867 -0.5968414 NA 6.1844251 NA 10.6294770 5.3572599 12.9296863 9.7359741 11.2990187 2.9880302 13.3839185 2.5729867 7.8124559 11.0451166 7.2296129 9.7114039 9.8188066 9.2703437 6.7339820 9.3674058 0.4030495 8.7272456 4.8293320 8.4905276 11.4316616 8.4501889 11.9664995 8.5729897 NA 12.8965451 NA -0.108410 -0.108410 -0.086531 0.021183 0.024829 0.024829 0.037500 0.037500 0.084787 0.084787 0.084787 -0.113520 -0.113520 -0.099999 -0.099999 0.100190 0.100190 -0.104080 -0.104080 0.000000 0.000000 0.019071 0.023987 -0.098418 -0.098418 -0.061152 0.280260 0.277340 0.345460 -0.045093 -0.045093 -0.045093 -0.108410 -0.108410 -0.108410 -0.086531 -0.086531 -0.086531 -0.086531 0.027216 0.027216 0.027216 0.027216 0.021183 0.021183 0.021183 -0.264200 0.037500 0.037500 -0.445550 -0.944810 -0.099999 -0.286550 -0.114370 -0.114370 0.103220 0.100190 -0.104080 0.000000 0.000000 -0.130200 -0.122650 0.034254 0.136430 0.136430 0.023987 0.023987 -0.098418 -0.098418 -0.061152 -0.061152 -0.097627 -0.303780 -0.303780 0.175730 0.172 0.058 0.100 0.100 -0.104 -0.104 0.000 -0.123 0.000 0.136 0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.277 0.277 0.000 -0.140 -0.108 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.116 0.176 0.172 0.058 0.100 0.100 -0.104 -0.104 0.000 -0.123 0.000 0.136 0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.277 0.277 0.000 -0.140 -0.108 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.116 0.176 10.5122426 -0.5968414 9.7790599 3.6509943 10.1470577 11.2497110 12.5523357 12.6149532 7.8460081 10.2015367 12.2292161 10.4590251 7.9187649 10.6579812 12.8537606 10.3492401 5.8779871 13.0730571 8.5245985 11.3133328 10.6474287 9.5779905 10.9489946 12.8722564 12.2624055 8.3485086 0.4030495 1.9880120 9.5400560 9.6849949 10.4508704 11.2092117 11.5978217 -0.5968414 11.3742492 10.4295883 15.1412337 10.6252560 6.1712489 8.3601667 8.7091266 12.0772571 8.6766507 7.9344463 10.8319432 8.5220059 3.9266257 11.2430560 9.4114934 7.5477228 12.2874262 3.2104200 10.1646161 10.9441614 5.8460093 5.5928905 0.9880484 10.6645722 NA 9.4170854 6.9955218 11.3133328 12.4169109 11.0469211 11.4406118 11.5252458 -0.5968414 2.2104200 6.9029105 8.0754904 7.6366848 2.2104200 10.6294770 11.7545563 11.2990187 12.6158652 10.9256464 11.1052375 7.3159538 9.8188066 5.8624960 10.7440276 9.6907773 0.4030495 -0.5968414 5.7606175 7.7720948 10.5291240 10.0378759 7.5115890 9.8060769 5.1309844 TCGA-CV-A6JZ 68 0 NA 714 head and neck stage ii t2 n0 m0 male 2011 NA yes head and neck squamous cell carcinoma 53 1960 0 white not hispanic or latino 4 6 NA NA 2 3 1 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 5 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.225037e-06 1.248402e-06 9.60776971 NA 10.48889043 3.53914640 4.87795033 10.68050537 2.91111631 7.51508163 8.70671530 16.31764959 6.25904081 8.73013622 8.03288712 0.77357442 9.72022869 10.64859612 4.40588347 5.67085450 4.87795033 8.53516610 NA NA 10.35255352 4.17960659 10.95824225 1.77361662 10.21904349 10.13336432 10.35669757 10.43895067 -0.54835367 0.03660883 3.35857912 8.60077337 NA NA 12.64559701 4.84400394 10.25863905 10.61690773 8.80373011 6.34650487 10.64274588 2.35856505 NA 11.61690777 13.32642796 8.27186543 -0.54835367 11.79626001 6.38962015 11.17854342 9.16249304 6.92742006 -1.54835367 NA -1.54835367 2.03664399 0.45164633 16.49379463 16.65743083 11.26225831 12.16206266 NA 2.77361662 10.99496023 -0.54835367 2.53915881 8.95153272 11.45520458 1.85223860 18.44877794 12.13127674 -1.54835367 0.77357442 0.45164633 11.45239096 7.29403712 6.00627558 10.61575137 10.79237133 15.14019655 9.35179880 2.35856505 3.62160649 11.04016709 10.26586852 6.40588347 11.31429887 9.75375444 11.56282234 12.05705045 NA 8.58611319 10.86134277 3.58096551 NA -1.54835367 2.15211850 6.48510959 9.39420114 9.58611300 2.03664399 1.25906153 NA 5.10989959 NA 10.69605052 0.03660883 12.91973792 8.51533794 10.73853319 1.91111631 13.05130902 6.41747112 8.98209289 11.29796058 6.36457593 8.76002562 9.37962010 6.69961409 12.02189817 11.10116746 1.25906153 11.31877236 5.92742006 8.34498824 11.37761193 7.80262557 12.81088717 8.67327374 -0.54835367 10.57839118 2.45169907 0.00083195 -0.00069303 1.16350000 -0.00622860 -0.00622860 -0.00622860 0.11257000 0.11257000 -0.33514000 0.30697000 0.30697000 1.18820000 1.18820000 1.22400000 0.32592000 0.16362000 0.16362000 -0.00498440 -0.00498440 0.00416320 0.00416320 -0.32217000 0.28865000 -0.00788630 -0.33548000 -0.01505400 0.16745000 0.16745000 0.07319200 -0.00207840 -0.00207840 -0.00207840 0.00083195 -0.00069303 -0.00069303 -0.33802000 -0.33802000 -0.34095000 -0.34430000 0.00000000 0.00000000 0.00000000 -0.34251000 -0.00622860 -0.00622860 -0.00622860 -0.00622860 0.11257000 0.11257000 -0.33514000 -0.65929000 1.35800000 0.00152550 0.00152550 0.00152550 0.00206390 0.30074000 -0.00498440 0.00416320 0.00416320 -0.00013862 -0.00013862 -0.32217000 0.01042400 0.01042400 0.28865000 0.30058000 -0.32890000 -0.32890000 -0.01505400 -0.01505400 0.00583090 0.08478700 0.07319200 0.07319200 0.000 0.000 0.162 0.162 0.000 0.000 0.000 0.000 -0.322 0.000 0.000 0.289 0.289 0.000 -0.321 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 -0.272 1.163 0.000 0.000 0.000 0.000 0.000 0.000 0.113 0.113 -0.028 0.307 0.326 0.326 0.000 0.000 0.000 0.000 0.162 0.162 0.000 0.000 0.000 0.000 -0.322 0.000 0.000 0.289 0.289 0.000 -0.321 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 -0.272 1.163 0.000 0.000 0.000 0.000 0.000 0.000 0.113 0.113 -0.028 0.307 0.326 0.326 0.000 0.000 11.3046063 NA 10.3286717 7.6439795 10.4389507 11.0459926 10.0096289 11.4433857 9.3212805 10.0319453 10.8106125 9.8053848 9.8557638 10.0746537 10.8399731 10.8125338 5.1048901 11.3142989 11.0326518 11.5628223 11.0555448 9.6390388 11.2814094 12.9547757 13.2797240 2.3585651 0.4516463 4.6216124 9.7826035 9.2090768 11.5774230 11.6599210 12.3520818 0.7735744 11.0086716 10.9334861 15.2168140 9.2726634 7.6538103 8.8397039 8.5069692 12.3329919 9.0455541 8.9624510 10.3096677 8.8578918 4.8779503 10.4608155 8.6562579 7.4289664 11.6169078 3.2590465 10.2586391 11.2622583 4.8610770 6.8004146 -1.5483537 9.1830058 1.2590615 9.0982453 8.9495384 11.5628223 12.0570504 10.3746426 10.8613428 11.1592615 3.2590465 NA 7.2264738 10.7448709 6.5861132 5.2718664 10.6960505 10.8240076 10.7385332 12.1370925 10.8397040 10.8589545 9.5096784 9.3796201 6.9192924 11.0567031 9.3615798 2.9111163 -0.5483537 2.9111163 9.9909618 9.3335653 9.1956795 6.1170217 9.7468816 5.1796066 TCGA-CV-A6K0 58 0 NA 606 head and neck stage i t1 n0 m0 male 2011 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 1 NA NA 1 1 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282342e-07 3.467782e-07 11.926952509 NA 10.416706974 4.292185410 6.196610978 10.714576269 8.530347809 8.418296645 9.192900098 16.041702928 6.643410328 7.724462011 7.823769100 0.591775147 9.454902159 9.797134278 5.561375020 7.801201346 9.313986558 8.056634464 0.591775147 -0.993091631 7.526421772 11.065454036 11.067143977 -0.993091631 10.189800720 10.361035116 10.812126594 10.752039963 1.328721595 -0.993091631 4.254714968 9.511058610 NA NA 14.290091218 6.937523305 9.258268278 11.204616808 9.624253178 7.727885067 10.986210958 7.115310049 -0.993091631 10.831346834 12.581379307 9.733003963 1.814140217 12.351220402 6.239926887 11.963887806 6.599243395 7.259451400 2.006800680 NA 1.006764782 NA -0.993091631 14.631119758 15.567529539 10.678769045 12.701034837 NA 5.216237552 10.866708732 0.006764782 4.051180658 9.019410311 10.879075920 2.176705738 18.548332411 12.533773984 NA 2.006800680 3.094252963 11.773521718 10.948567049 5.514579935 11.333670267 9.933822970 15.562752880 9.647030771 5.072873261 5.310565524 11.208297101 10.489593711 6.407665460 13.093877288 8.553680358 11.402587677 12.092092251 -0.993091631 8.641596965 11.166657143 4.561375020 NA -0.993091631 3.466222508 7.428850899 8.936044251 11.656491052 2.328721595 3.399102718 NA 8.710689361 NA 11.255306398 NA 12.588692480 9.861989161 10.639780957 7.094248740 13.318392206 1.591727283 7.703753415 11.047418012 9.448692442 9.264173507 10.365447917 8.563292004 12.348999381 11.218978125 2.814140217 11.031232931 7.595500677 9.300257369 11.644316336 8.310566433 12.620805401 8.845989576 2.328721595 11.390759996 2.328721595 -0.0169790 -0.0169790 0.0419460 -0.0314960 0.0196430 0.0196430 2.1736000 0.0435820 0.1837400 0.1837400 0.1837400 0.0000000 0.0000000 0.0000000 0.0000000 0.0481200 0.0481200 -0.0164290 -0.0164290 -0.0854570 -0.0854570 -0.0845280 -0.0246610 -0.0223320 -0.0223320 0.0404260 0.1166800 0.1166800 0.0116790 -0.0262480 0.0304510 -0.0235900 -0.0169790 -0.0169790 -0.0169790 -0.0937990 -0.0937990 -0.0781440 -0.0781440 0.0045800 0.0045800 0.0045800 0.0045800 -0.0806860 -0.0864830 -0.0864830 0.0196430 0.0435820 0.0435820 -0.1135200 0.0000000 0.0000000 0.0528100 -0.0455480 -0.0455480 -0.0083005 0.0481200 -0.0215850 -0.0898860 -0.0818010 0.1008000 0.1103800 -0.0845280 -0.0299940 -0.0299940 -0.0246610 -0.0246610 -0.0935350 -0.0935350 0.0404260 0.1024900 -0.0419740 0.0130740 0.0130740 0.0043498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.070 0.184 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.070 0.184 0.000 0.000 0.000 0.000 11.102842 NA 9.862955 8.031926 11.316262 12.622749 12.138321 12.058674 9.040209 10.363788 10.719743 11.589869 9.317399 10.544975 11.742130 10.483026 5.061634 13.093877 10.032617 11.402588 10.546429 10.285235 11.200148 12.878629 12.469544 10.188559 1.006765 3.399103 9.729593 10.192900 10.6470307 12.0585045 12.1122033 3.4662225 11.3530225 10.5656848 14.0235066 9.9522296 8.1941378 8.1100735 9.1321992 11.8007954 8.4756135 8.5264222 10.0882692 9.1653955 9.3139866 11.1244289 8.8771504 8.6397810 10.8313468 4.2921854 10.3582772 10.6787690 5.7210308 8.3796509 2.7072155 9.9718486 1.0067648 9.3444078 9.5690283 11.4025877 12.0920923 11.0117085 11.1666571 11.1597044 4.5303455 1.5917273 8.2211047 11.8593153 7.0457051 5.0291525 11.2553064 11.5327959 10.6397810 12.2972367 10.2582682 10.2933436 9.8955291 10.3654479 7.3861643 10.3253286 10.5936256 5.8141402 0.5917751 4.3287144 9.9142473 10.1048178 10.1854506 7.5459444 10.7795127 6.4986386 TCGA-CV-A6K1 65 0 NA 685 head and neck stage iva t4a n0 m0 male 2011 NA yes head and neck squamous cell carcinoma 43 1968 0 white not hispanic or latino 1 3 NA NA 3 3 1 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 6 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 5 0 0 0 0 0 0 0 6 0 0 0 0 6 0 0 0 0 0 0 6 0 0 0 0 0 0 5 0 0 1.286547e-05 4.820217e-06 6.3810584 NA 9.4565191 NA 2.6907523 10.0775856 7.3605952 4.1382001 7.4504805 16.6446008 5.5350918 7.2143055 8.4577240 NA 9.0338282 9.7675590 4.5532376 2.5532376 2.5532376 7.6491642 NA 0.2313095 6.9928624 4.4012345 9.7171411 2.6907523 10.1847806 9.9169365 10.5839070 9.7973658 NA -0.7685676 0.8163130 8.2083914 5.0126715 NA 12.0220675 5.7231653 10.9226191 8.4934068 7.4886998 6.2865947 11.4682228 3.9317492 NA 9.9753046 12.8558788 8.7009536 NA 13.3773235 9.0159466 10.7582999 7.7470114 6.2974005 NA NA NA 3.8751706 3.0386644 16.9262061 15.7640150 12.9747787 11.9300164 0.2313095 NA 9.6353889 NA NA 7.8859477 11.8713307 1.8162720 18.8442684 13.5178695 1.2313095 NA NA 10.7646415 6.2974005 5.2536792 9.1095925 11.9666562 14.2227450 9.6470534 4.6575771 5.9592323 11.3427735 9.9541192 NA 11.7882824 7.0514907 9.6332579 9.5611081 0.8163130 8.7685301 10.0110311 5.7070443 NA NA NA 6.7311574 7.7587889 7.5844582 NA 2.4012482 2.4012482 2.9317587 2.2313095 9.9326183 0.8163130 13.8936463 6.3949119 9.3280268 2.5532376 12.5639078 1.8162720 6.8679360 11.9408264 4.9317492 8.5051073 9.0705155 9.6289864 9.8021161 8.5144000 1.5532622 7.5027745 5.5711610 7.4697167 10.6150160 8.9575299 11.5992725 7.3345996 NA 10.2334235 NA 0.0000e+00 8.9713e-03 2.7999e-02 4.0187e-03 1.9862e-02 1.9862e-02 1.9302e-02 1.9302e-02 9.8070e-03 9.8070e-03 8.6929e-03 1.5108e-02 1.5108e-02 6.7445e-03 6.7445e-03 -4.2304e-02 -4.2304e-02 7.8991e-05 7.8991e-05 -6.9789e-03 -6.9789e-03 -1.5940e-03 -1.0292e-02 9.2499e-03 -6.1647e-01 -1.1187e-01 8.1360e-03 8.1360e-03 -1.1318e-01 -6.8720e-02 -5.3462e-02 6.3361e-04 8.9713e-03 8.9713e-03 8.9713e-03 -6.2507e-01 -6.2507e-01 -6.2507e-01 -6.2507e-01 2.4067e-02 2.4067e-02 2.4067e-02 2.2524e-02 -6.1532e-01 -6.1532e-01 9.2094e-03 2.3366e-02 1.9302e-02 -6.4547e-01 9.8070e-03 -1.2772e+00 6.7445e-03 -6.3863e-01 -6.3863e-01 2.4372e-03 -4.2304e-02 -4.2304e-02 7.8991e-05 -6.9789e-03 -6.9789e-03 -6.0626e-01 -6.1995e-01 6.0492e-03 -3.6607e-03 -3.0108e-02 -1.0292e-02 -1.0292e-02 -6.2905e-01 -6.2905e-01 -1.1187e-01 -1.1187e-01 1.7064e-02 -1.1501e-01 -1.3148e-01 -1.1318e-01 -0.596 0.000 0.000 0.000 0.000 0.000 0.000 -0.620 0.000 0.000 0.000 0.000 0.000 0.000 -0.616 -0.112 -0.112 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 -0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.113 -0.113 -0.596 0.000 0.000 0.000 0.000 0.000 0.000 -0.620 0.000 0.000 0.000 0.000 0.000 0.000 -0.616 -0.112 -0.112 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 -0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.113 -0.113 9.543060 1.231310 9.066415 4.089295 10.165740 9.988702 9.224250 11.006099 8.129157 8.630056 10.334600 9.719152 7.302774 10.012671 10.974042 9.963479 4.963580 11.788282 9.154639 9.633258 10.052288 8.851532 11.032212 13.680573 12.980238 5.801166 NA 3.231310 9.487521 9.062619 8.9489883 11.0657828 11.2171537 -0.7685676 9.1694210 11.7521759 14.3848547 8.4863403 5.4407662 7.7391062 6.5711610 10.3854969 8.2220679 8.6063512 11.0502933 9.6907434 2.5532376 8.6638537 8.5373733 5.9455562 9.9753046 2.6907523 8.5487244 12.9747787 7.4839770 4.5532376 1.2313095 8.5998180 -0.7685676 8.9878680 6.1382022 9.6332579 9.5611081 10.2777537 10.0110311 10.8966476 5.5350918 NA 7.3592031 8.7685301 4.6907411 3.3187796 9.9326183 10.7256674 9.3280268 13.5676788 11.4679240 9.7489811 8.3911830 9.0705155 7.7430645 11.9140869 7.9524110 -0.7685676 2.0386820 2.4012482 11.0045004 8.6512720 8.1561240 7.6825227 8.3861298 3.6236328 TCGA-CV-A6K2 79 1 317 NA head and neck stage iva t4 n0 m0 male 2011 NA yes head and neck squamous cell carcinoma 14 1950 0 white not hispanic or latino 3 6 NA NA 3 3 1 2 2 3 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 0 0 7 0 0 0 0 4 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 7 0 0 0 0 4 0 0 0 0 0 0 7 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 7 7 7 0 0 7 4 0 4 6 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 1.990507e-05 7.906543e-06 9.9640770 -0.7577939 10.2385969 1.5640367 4.6344423 9.8614263 7.4995111 6.0750127 8.8195523 16.7576769 7.3454115 8.2617141 8.3688277 NA 10.0631000 9.3109015 5.2194048 4.4515738 3.2421299 8.3662448 NA -0.7577939 9.1384559 5.3506493 10.9003348 4.2421223 10.7656853 10.4882701 11.0185564 10.5373183 0.8270873 2.8270873 2.4120498 9.3155554 -0.7577939 5.8714790 12.7665426 3.2421299 9.7754531 11.1602412 7.2308082 6.4417955 11.2707201 2.2421147 NA 10.7051368 13.8293735 8.8623432 NA 11.7307167 9.7418397 12.2279653 6.3610647 4.7656833 0.2420842 0.8270873 NA 2.0494914 2.7015491 15.1509616 14.9738237 10.9277482 12.3393325 0.8270873 NA 10.4325654 0.8270873 2.0494914 9.2741692 10.9852747 -0.7577939 18.8261830 10.3765497 NA NA 0.8270873 11.8294321 6.6933350 6.5275255 10.4734825 10.7514035 14.8961719 9.3649514 6.3401545 3.1490154 11.5461894 9.9347388 1.5640367 12.3550515 8.3269319 10.2115098 11.5844758 5.4515771 8.3816749 10.5919574 7.1369409 0.8270873 NA 1.8270873 7.3189386 8.9321214 8.8100793 NA 1.2421452 1.8270873 5.0234816 NA 10.9507762 NA 13.4070303 10.2496342 11.0738265 0.8270873 13.7345399 5.8270848 8.5298358 11.3378500 7.7259388 9.2477479 10.2762345 11.3681825 10.2693383 12.6733598 0.8270873 9.4637105 4.1490154 8.2393030 11.5994004 9.0543007 10.7681334 8.0494783 -0.7577939 11.0981598 NA -1.9452e-02 3.1836e-02 9.7252e-02 6.9327e-04 -3.5296e-02 -3.5296e-02 1.0982e-02 1.0982e-02 6.2481e-03 6.2481e-03 6.2481e-03 -7.7482e-03 4.7190e-03 2.0805e-03 -5.9875e-04 1.9418e-03 1.9418e-03 -1.9452e-02 -1.9452e-02 -1.4641e-02 -1.4641e-02 1.3509e-01 -4.3010e-03 1.1093e-03 1.1093e-03 1.4805e-01 2.7728e-04 2.7728e-04 0.0000e+00 -1.4916e-02 -1.4916e-02 -1.4916e-02 -4.9047e-01 -6.7187e-01 5.0108e-02 5.5971e-05 5.5971e-05 -3.3047e-03 -3.3047e-03 -1.3771e-02 8.3195e-04 8.3195e-04 8.3195e-04 6.9327e-04 6.9327e-04 6.9327e-04 -4.3059e-02 1.0982e-02 1.0982e-02 8.3195e-04 -7.6089e-01 2.0805e-03 -4.0226e-02 -2.9857e-02 -2.8491e-02 -1.5753e-02 -1.3858e-03 -1.9452e-02 -1.4641e-02 -1.4641e-02 2.0203e-02 2.0203e-02 1.3509e-01 -2.2881e-02 -2.1098e-02 -4.3010e-03 3.4687e-03 1.1093e-03 1.1093e-03 1.4805e-01 3.1675e-01 -2.1862e-02 0.0000e+00 0.0000e+00 0.0000e+00 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.148 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.148 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.3095578 NA 9.2568274 7.9460266 11.8853031 10.4454591 11.3710843 11.9509917 8.5275255 9.9329944 10.2014008 11.9600139 9.0234830 11.0934820 10.6615569 11.2438834 5.3579461 12.3550515 8.2755463 10.2115098 10.0283930 10.2143852 10.7754531 13.1639866 12.6814348 8.7793418 0.8270873 2.8270873 9.5112500 10.0829012 11.8273206 11.9118942 11.8531481 1.5640367 11.5828080 11.2919719 15.2278973 9.5786299 7.1904904 8.8949684 8.5752787 12.5643332 9.2175414 8.1758140 10.2885653 8.8859794 3.2421299 11.1735996 8.6829925 6.0494783 10.7051368 4.3714055 10.4953799 10.9277482 6.4220328 5.1001030 4.0494739 10.4226541 NA 9.3149258 7.5459043 10.2115098 11.5844758 11.1853707 10.5919574 11.2861759 NA NA 7.5996756 10.1654509 7.7735045 2.0494914 10.9507762 11.3604156 11.0738265 12.3241060 10.5367441 10.8692012 7.9251176 10.2762345 6.6258272 10.2933323 9.7489268 1.2421452 0.2420842 9.5651781 8.7849230 9.8186077 9.9861162 7.3558655 9.9615122 4.3714055 TCGA-CX-7082 82 0 NA 317 head and neck stage iva t2 n2b NA male 2010 NA NA head and neck squamous cell carcinoma 50 NA 2 white not hispanic or latino 2 4 NA NA 1 1 1 1 3 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 2.70487e-06 9.70979e-07 7.98749369 -0.01624935 11.03902383 0.39878815 4.60822968 10.19765570 7.33835845 5.42114586 8.90260454 14.95999226 6.89463347 8.69339984 8.45541682 -1.60121185 9.46755726 9.77327506 5.62441970 2.39878815 9.89563269 9.07032009 -0.60121185 1.39878815 9.65026140 6.48624133 12.02779396 NA 9.97950851 10.72211521 10.89213401 10.32099162 -0.60121185 -0.01624935 2.98373241 8.37707472 NA NA 14.05855188 5.29359488 9.84837647 11.55975330 8.07473608 5.66556616 11.86994603 3.44316900 NA 12.62714669 11.63822827 8.95144792 NA 11.11431197 7.50698984 11.87311862 5.12670034 4.42114923 1.39878815 -0.60121185 -1.60121185 1.85821977 1.72071624 15.04492638 14.65336690 10.36564486 12.93557251 -1.60121185 3.15365944 11.48042878 -1.60121185 1.98375065 9.39948323 11.59261223 -0.01624935 18.29188932 9.94663744 1.39878815 1.72071624 -0.60121185 11.82465044 9.44385588 4.32951831 11.63785379 10.36564486 15.06523872 9.65793363 8.82189481 3.44316900 11.23087775 10.37391036 4.52806491 13.51803984 8.00425868 11.43065237 14.11840838 -0.01624935 8.70597963 10.88360180 8.85718543 0.39878815 NA -0.01624935 6.84586259 10.57557536 9.11559825 1.39878815 3.15365944 1.56871315 7.89263449 -1.60121185 10.56932997 7.31465846 12.83425386 9.54189423 9.61915730 3.09921103 12.49203139 7.09226559 8.68070903 11.19542696 7.50468712 9.75468060 10.61518527 5.88259414 12.79985842 9.20774305 3.68417914 8.68994976 5.35297387 8.48092790 11.63971929 8.37462699 11.18075325 8.93210872 -0.60121185 11.36834532 0.98375065 0.0220240 0.0376410 3.1195000 -0.0215100 0.0220240 0.6097300 0.0406090 0.0406090 0.6189700 0.1202000 0.1202000 -0.6067100 -0.6067100 -0.6213100 0.4645100 -0.2221900 3.4275000 0.0025893 0.0231450 -0.5944800 -0.5944800 0.0000000 -0.0438730 0.0276380 0.0276380 -0.0890370 1.3237000 0.0462750 -0.1479700 -0.0841300 -0.6207300 0.2791600 0.0220240 0.0220240 0.0376410 -0.6283400 -0.6283400 -0.6150800 -0.6150800 -0.6248400 0.0471260 0.0471260 0.0426690 -0.6144100 -0.6144100 -0.6144100 0.0220240 -0.5923400 -0.9600900 -0.6395300 -0.6067100 0.5173400 0.0013868 0.0013868 0.0122370 -0.6294100 -0.6178200 0.0231450 0.6014200 -0.8914300 0.0276380 -0.0198630 0.0000000 -0.6305500 -0.6305500 -0.0438730 -0.0438730 0.0276380 -0.6394400 0.4282200 -0.0890370 -0.6225500 -0.1281000 -0.1281000 -0.1467000 0.000 0.000 -0.611 -0.611 0.000 0.000 -0.594 0.000 0.000 -0.107 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.279 0.279 0.450 0.000 -0.623 0.000 0.000 0.000 -0.615 0.000 -0.625 0.000 0.000 -0.593 0.000 0.000 -0.592 -0.592 0.000 0.112 -0.607 -0.142 -0.148 -0.148 0.000 0.000 -0.611 -0.611 0.000 0.000 -0.594 0.000 0.000 -0.107 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.279 0.279 0.450 0.000 -0.623 0.000 0.000 0.000 -0.615 0.000 -0.625 0.000 0.000 -0.593 0.000 0.000 -0.592 -0.592 0.000 0.112 -0.607 -0.142 -0.148 -0.148 11.066112 -1.601212 10.837316 5.166964 11.208547 11.836913 11.191772 11.401594 10.144873 9.729696 11.046012 12.494670 7.691101 11.013489 12.971183 10.971953 4.673042 13.518040 9.720707 11.430652 11.440438 11.705553 12.022740 12.584704 13.446073 13.605793 1.720716 2.486251 10.285619 11.450328 11.1442432 11.9244221 10.9122598 0.9837506 12.1848443 10.7784281 13.6028904 10.3518840 9.5453476 9.9100373 9.2356182 13.5954195 10.0351997 8.4431731 10.1486483 10.7814029 9.8956327 10.9783306 8.0587748 5.8582098 12.6271467 1.3987881 10.3097963 10.3656449 4.5280649 5.2567616 3.5687010 9.6743215 -0.6012119 10.0556507 10.1168836 11.4306524 14.1184084 10.3591429 10.8836018 10.6561668 1.7207162 3.8582098 8.1490170 11.4810943 4.5687010 2.9223501 10.5693300 12.2414239 9.6191573 12.2592840 10.3004000 9.8113487 8.5749522 10.6151853 8.4015938 10.8131999 10.4221867 0.7207162 2.3056787 6.6033504 9.3363881 9.2783621 10.2618036 7.2844753 10.2977581 5.3529739 TCGA-CX-7085 77 0 NA 321 head and neck stage i t1 n0 NA female 2010 NA NA head and neck squamous cell carcinoma 3 NA 0 white not hispanic or latino 3 1 3 3 1 1 3 1 5 1 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4.750861e-06 1.144368e-06 10.9704392 NA 9.9882545 5.7429467 6.3848131 10.5422852 8.9307264 8.1470614 8.4376360 16.3874645 7.9101060 8.8157041 7.1185861 4.3768182 9.4405146 8.3216783 4.8391635 4.8849690 4.4085285 8.3049271 2.0548832 NA 9.4895201 6.3028198 11.4980655 2.5853952 10.1893180 10.1927368 10.8986383 11.2972720 2.2068932 NA 5.4395567 9.3423681 NA NA 14.0686409 6.9456627 8.4299310 11.8437007 10.5256636 7.8068080 13.1459598 5.3768182 NA 12.2175628 11.3609534 9.4987563 2.9724353 11.0864781 11.7034611 12.7719017 7.5215910 7.0397843 2.5853952 2.5853952 1.6923379 -1.1149724 0.4698860 15.5178626 16.3333321 9.8757799 13.1015611 1.4699381 6.8449681 10.9395711 1.8849495 3.9724261 9.8478627 10.6411060 1.8849495 18.5196413 13.4851120 NA 3.5288213 2.5853952 11.8162583 11.0270738 7.6793823 11.7386330 9.7123095 16.1592175 9.3091330 5.2600068 4.7676124 10.2523815 10.0864781 9.1784383 11.9343048 7.9644518 11.5348965 12.5859482 NA 8.2858461 11.1242669 5.8622456 NA -1.1149724 4.9934932 6.1517533 9.2783572 10.3657569 4.7429494 4.3768182 2.0548832 5.9402490 NA 10.8278478 -1.1149724 12.7886603 10.1388201 11.0536389 8.3768200 13.5481357 3.8849690 7.6531510 11.2433432 9.3897858 9.2303721 10.2277471 11.6539781 12.4426698 12.1568674 2.0548832 9.8478627 7.6365108 8.7721872 12.4012824 8.0968548 12.6464141 8.2621771 0.8849495 11.8574081 2.6923156 0.00000000 0.00000000 0.00041593 0.00124810 0.00235810 0.00235810 -0.00221680 -0.00221680 -0.00083160 -0.00083160 -0.00083160 -0.00369510 -0.00369510 0.00499690 0.00499690 -0.00104460 0.00041593 -0.00360110 -0.00360110 -0.00260550 -0.00260550 0.00138680 -0.00553750 -0.00636370 -0.00636370 -0.01023200 -0.00083160 -0.00083160 -0.00211800 0.00083195 0.00083195 0.00083195 0.00000000 0.00000000 0.00000000 0.00041593 0.00041593 0.00041593 0.00041593 -0.00055444 -0.00055444 -0.00055444 -0.00055444 0.00124810 0.00124810 0.00124810 0.00235810 -0.00221680 -0.00221680 -0.00083160 -0.36499000 0.00499690 -0.00097017 -0.00097017 -0.00097017 -0.00104460 0.00041593 -0.00360110 0.00194180 -0.00260550 0.00374650 0.00374650 0.00138680 0.00083195 0.00083195 -0.00553750 -0.00553750 0.00000000 0.00000000 -0.01023200 -0.01023200 0.00847430 -0.00041585 -0.00041585 -0.00041585 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.702950 -1.114972 9.481883 8.519778 11.234524 11.457428 12.545297 11.683439 10.445300 11.072319 10.464754 11.152046 9.263262 11.063943 12.604035 10.771806 3.595909 11.934305 10.005205 11.534897 10.604356 10.359687 11.544071 12.483985 12.015537 7.492297 2.791856 1.692338 9.510676 10.126950 10.848947 11.718450 11.010057 2.206893 11.464754 9.795609 14.077914 8.898987 8.602643 8.181883 8.863677 11.849488 7.942471 8.009088 10.287979 8.049874 4.408528 11.346190 8.376820 12.030899 12.217563 3.206893 10.147649 9.875780 5.294356 9.926626 2.692316 10.659754 1.469938 9.407548 10.147062 11.534897 12.585948 11.283710 11.124267 11.623903 4.951056 3.839163 9.929204 12.046256 10.525664 5.074792 10.827848 11.699749 11.053639 11.425337 9.998058 9.796359 10.547190 10.227747 7.156430 10.165157 10.638183 6.447209 2.206893 8.458614 9.690686 9.998058 10.185891 7.311232 10.294888 4.951056 TCGA-CX-7086 53 0 NA 573 head and neck stage iii t3 n1 NA male 2011 NA yes head and neck squamous cell carcinoma 35 1976 1 black or african american not hispanic or latino 2 2 3 3 3 3 2 2 3 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 6.692819e-06 2.115347e-06 7.3813465 1.8640573 10.9193536 -0.4577915 2.7900630 10.5197808 9.0607962 5.8089307 8.8719394 15.2931379 8.3797708 7.7829347 8.0657048 NA 10.0793614 8.3478871 4.7120675 4.6082297 3.9684041 8.9462203 NA 2.1271050 1.5421590 3.5421466 12.1286311 5.4490331 10.7356685 10.9366058 11.3673006 10.0133102 0.1271050 0.8640970 1.7120675 9.2133480 0.1271050 0.5421094 13.3383348 4.7120675 10.3543204 12.2288625 10.3132199 6.4728809 13.3205283 4.2145678 NA 13.4284112 11.5460123 8.5421431 NA 12.3865546 8.4018177 12.2049227 6.5421435 5.9599950 -0.4577915 2.7476882 NA 1.5421590 -0.4577915 14.1833465 14.6085729 10.4598881 12.4694581 NA 3.8640673 11.3005746 -1.4579896 0.1271050 9.3829210 11.8067323 -1.4579896 17.9774247 10.1687647 3.9684041 0.5421094 -1.4579896 12.4793330 6.6969606 7.2003543 11.7322656 10.5861956 14.8407964 10.0459689 6.8996953 1.3494785 10.6922077 10.1205158 4.4001212 13.2314313 8.3970114 11.9613133 12.0848122 2.4490331 8.9440892 11.1343665 6.1859993 0.8640970 NA 2.5421342 7.8908710 9.5035928 9.0754727 1.8640573 1.1271050 -1.4579896 5.6714264 -1.4579896 10.5017829 8.2216234 13.4762486 10.0275548 11.2293000 3.5865366 12.8255932 2.4490331 8.6906196 10.8541751 6.2700635 9.5631230 9.7549252 10.0622707 8.4699210 10.1614461 -1.4579896 8.2819235 4.6918914 7.2700635 11.1425207 8.2785452 12.3931113 9.3615238 -0.4577915 11.9341921 1.1271050 0.3011400 0.3553300 0.6053600 0.8558700 0.0000000 0.0000000 0.4436400 0.3296800 0.4474200 1.5387000 0.9910700 -0.4746600 -0.4746600 -0.4746600 -0.0288600 -0.0155630 3.6569000 0.8665800 -0.0034521 -0.4861400 -0.0155630 -0.0174880 -0.0070163 0.9231600 -0.4826800 0.3019100 0.0104660 0.4156800 0.8283800 -0.0082592 0.0111630 0.4381300 0.3011400 0.3011400 0.3553300 -0.4931600 -0.4931600 -0.5101900 -0.4981600 -0.0439680 0.6837100 -0.3119800 -0.3147900 -0.4929100 -0.4929500 -0.5245500 0.0000000 0.3296800 0.2856300 0.4638800 -0.4746600 -0.4746600 -0.0361730 -0.0228400 -0.0050813 0.0068460 -0.5150300 -0.0207060 -0.4916900 -0.4861400 -0.0396250 0.4720900 -0.0158380 -0.4993100 -0.5042900 -0.4950300 -0.0107430 -0.4826800 -0.4826800 0.3019100 -0.0822300 -0.4868800 -0.4139600 -0.4439100 0.7211800 0.000 0.000 3.657 3.657 0.398 0.000 0.000 0.440 0.000 0.403 0.000 -0.462 0.000 0.000 -0.483 0.000 0.000 0.000 0.427 0.416 0.416 -0.471 -0.471 0.301 0.301 -0.498 0.107 0.000 -0.302 0.856 -0.493 0.000 0.000 0.444 0.330 0.991 0.991 -0.431 0.000 -0.414 0.307 0.000 0.000 3.657 3.657 0.398 0.000 0.000 0.440 0.000 0.403 0.000 -0.462 0.000 0.000 -0.483 0.000 0.000 0.000 0.427 0.416 0.416 -0.471 -0.471 0.301 0.301 -0.498 0.107 0.000 -0.302 0.856 -0.493 0.000 0.000 0.444 0.330 0.991 0.991 -0.431 0.000 -0.414 0.307 10.494884 NA 9.611022 6.089038 11.715352 12.314238 12.430981 11.517454 7.993354 9.729495 11.978725 10.926117 8.102476 11.514405 13.301459 11.159381 4.401863 13.231431 9.391548 11.961313 10.810393 10.511889 10.705793 12.566438 12.676248 10.518349 NA 5.228642 9.413278 10.684569 10.5745333 11.6302688 10.9258474 0.5421094 12.1882517 11.5658974 15.2775399 10.0071993 6.5589518 9.2970307 9.6309312 11.7973192 9.8317989 7.8663238 10.1792208 8.8493438 3.9684041 11.8205926 9.5974256 7.8527561 13.4284112 0.8640970 10.5658975 10.4598881 6.3169295 6.7661446 4.2145678 9.7497675 -0.4577915 9.0359986 7.8042382 11.9613133 12.0848122 11.1749111 11.1343665 12.2446405 2.1271050 -1.4579896 7.4911235 9.1034310 7.2563889 1.7120675 10.5017829 11.9769016 11.2293000 11.7909601 10.2572471 10.0254551 8.6519737 9.7549252 6.8550267 11.1662531 9.4415001 3.1859934 0.7686713 8.4802526 8.0107468 10.4399885 10.5251367 6.8996953 10.2844525 6.1420560 TCGA-CX-7219 47 0 NA 1045 head and neck stage iva t4a n2c NA male 2009 NA yes head and neck squamous cell carcinoma 20 1989 14 black or african american not hispanic or latino 1 4 2 1 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.433104e-06 1.005657e-06 10.6751444 -1.6384562 10.2602958 3.6096250 5.9085896 10.3296411 6.7192464 6.7015449 9.1048459 15.6043568 7.5063528 8.4544515 7.3532165 NA 10.2629385 8.6982011 4.5114427 4.1945835 3.8535466 7.9201152 1.1690270 NA 11.1395661 8.3202473 11.6446381 4.1165810 10.5136623 10.4112027 11.2576483 10.8632829 -0.6382316 -1.6384562 4.7015435 9.4512243 NA 3.1165810 12.9777837 5.9315507 9.5095353 12.2155887 8.9114792 7.3475363 12.4411792 3.1165810 -1.6384562 13.4089036 12.7752563 8.3645094 0.3616561 11.5861484 10.7712233 12.4899305 5.5316185 6.0481948 3.0621390 3.1165810 NA 0.3616561 1.1690270 15.0333984 15.4993284 10.0424935 12.7199335 NA 5.4702180 11.0192362 1.3617122 3.5711428 8.8015254 10.9885442 0.2839218 16.8411787 11.4713619 NA 3.1165810 0.6836515 12.2672695 8.0127463 6.7879587 11.3276013 10.1516356 15.8563703 9.2204526 4.1690511 3.8852522 10.8041196 10.4508138 7.3503788 12.5888922 9.8139357 11.4854925 12.4616996 NA 8.3743188 11.7334711 5.6096220 NA NA 1.8211387 6.4277838 9.5711478 10.0154353 2.0621217 3.0055437 4.2196719 4.7015435 -0.2992052 11.2183145 5.2320582 12.7132548 10.4104095 10.8719641 6.9764037 12.9652628 6.6237893 8.3071384 11.1209585 9.1569224 8.6354900 8.5133707 9.8640290 12.5941153 11.5116003 -0.6382316 11.0668948 7.0055504 8.4871081 11.7476916 7.3812851 12.8566750 9.8123902 -0.6382316 11.2227813 NA 0.1256400 0.1256400 0.2392300 0.0000000 -0.0202750 0.1816700 0.4811300 1.3058000 -0.3891700 0.3184100 1.2263000 -0.3841400 -0.3841400 0.2256100 0.2163000 0.2189900 0.2189900 0.2131500 -0.3894900 0.2042700 0.7211200 -0.3732400 0.0520990 -0.2126800 1.8172000 0.1607000 -0.0078863 -0.0078863 -0.1078700 -0.0765450 -0.0761450 -0.0761450 0.1256400 0.1256400 0.1256400 -0.3875000 -0.3875000 -0.3875000 -0.4052800 0.1678900 0.1713600 0.1713600 -0.4015500 0.0000000 0.0000000 0.0000000 -0.0202750 0.7256500 -0.4047300 -0.3891700 -0.9964600 0.2256100 -0.3780800 -0.3813700 -0.0756120 0.2189900 -0.3923100 -0.3856000 -0.3899600 -0.3899600 0.2206800 0.2119200 -0.3732400 -0.0602110 -0.0602110 -0.2925500 0.0520990 -0.9668900 -0.3871600 0.1607000 0.1607000 -0.1734800 -0.0963080 -0.0963080 -0.1403900 -0.302 0.000 0.219 0.219 0.213 -0.172 -0.390 0.221 -0.373 0.000 0.000 -0.288 0.000 -0.341 -0.379 0.161 0.161 0.000 0.000 0.000 0.000 -0.173 0.200 0.126 0.126 -0.163 0.225 -0.402 -0.402 0.000 0.000 0.000 0.181 0.481 0.000 -0.071 0.318 0.226 0.226 0.000 0.000 -0.302 0.000 0.219 0.219 0.213 -0.172 -0.390 0.221 -0.373 0.000 0.000 -0.288 0.000 -0.341 -0.379 0.161 0.161 0.000 0.000 0.000 0.000 -0.173 0.200 0.126 0.126 -0.163 0.225 -0.402 -0.402 0.000 0.000 0.000 0.181 0.481 0.000 -0.071 0.318 0.226 0.226 0.000 0.000 11.6254037 NA 10.5857323 6.7192464 13.5540643 12.7437044 11.6991769 12.1865538 9.9768642 10.4057469 10.2920622 11.0294712 8.3346742 11.2032588 12.4866235 10.4511450 3.4991953 12.5888922 9.0305794 11.4854925 11.1544847 10.7483653 11.2886945 12.1141974 12.9355623 7.2565125 -0.6382316 3.5711428 9.8689935 10.0402945 10.927986 11.940067 9.224332 0.946656 11.942071 11.214809 15.227125 9.104004 6.961607 8.790055 9.331081 10.930838 9.476413 8.222781 10.831845 8.896970 3.853547 12.005438 8.199322 9.422390 13.408904 3.787955 10.623496 10.042493 5.609622 7.879364 2.449165 9.516513 NA 9.597709 10.588709 11.485492 12.461700 11.219675 11.733471 12.167640 4.590512 2.361684 8.873121 10.229359 7.992872 6.771085 11.218314 11.631113 10.871964 11.906417 10.384409 9.699316 10.005551 8.513371 6.595314 10.519989 10.465638 1.169027 2.268584 8.181873 8.920957 9.871964 10.787959 7.082794 10.198139 6.861540 TCGA-CX-A4AQ 56 0 NA 1555 head and neck stage iva t2 n2b m0 male 2008 NA yes head and neck squamous cell carcinoma 75 NA 2 white not hispanic or latino 2 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2.808903e-06 9.016233e-07 9.89436079 NA 9.82766805 1.40811401 5.04039713 10.53689682 2.25613508 7.41711833 7.76568126 15.93905968 6.93169133 7.50405385 8.41487589 2.40814119 8.70825277 9.40812909 5.46124041 7.63309549 5.13059321 7.62923275 2.40814119 -0.91375972 6.56193401 12.36494086 10.65273081 -0.91375972 9.77532550 9.66645961 10.27355307 9.03164497 NA 2.54562248 3.84108751 8.15080894 NA NA 11.35795584 8.30052005 9.44595053 9.56598133 9.21548398 8.87083598 10.67632022 5.29565324 NA 12.11237864 11.52317276 8.70825277 4.99309010 10.89918054 3.17367114 9.87247066 6.62535963 9.30294685 0.67120278 -0.91375972 1.08617233 2.54562248 1.40811401 16.27683470 16.30982457 12.05702594 11.98574679 -0.91375972 2.54562248 8.48280594 5.71555846 3.99309463 8.05486801 11.63405952 0.08624028 16.46230946 13.05558755 0.67120278 -0.91375972 3.40812760 10.86263410 8.88386271 3.73005298 9.70824363 10.48654686 14.56538131 8.61563148 6.01693751 7.56598095 10.73365947 9.91988186 2.40814119 10.35999669 12.04003373 11.27324376 9.79872808 1.08617233 9.17366390 10.58853560 8.56800055 -0.91375972 -0.91375972 6.38998146 6.43492841 8.04330294 9.97570498 3.94418378 4.25612753 0.08624028 6.87410348 NA 10.41991542 1.67115748 12.65629391 8.91586026 9.68425350 4.51246710 12.73399671 5.31501910 7.37160329 10.84692098 9.70825277 8.66174034 10.58455161 6.26611000 11.07630502 9.30173396 -0.91375972 9.10161620 6.60190150 8.28341761 10.52291260 8.32937524 12.64629499 8.06634056 -0.91375972 7.04039713 1.40811401 -0.00691950 -0.00691950 0.55957000 0.00360760 0.00110930 0.00110930 0.00736090 0.00043976 0.00000000 0.00000000 0.53977000 -0.57753000 -0.57753000 -0.57526000 0.47848000 0.25668000 3.65690000 0.00166420 0.00166420 0.02763800 0.02763800 0.55177000 0.51682000 0.27584000 0.27584000 -0.03463100 -0.01147300 -0.01147300 -0.02454300 -0.01739100 -0.00360110 -0.00360110 -0.00691950 -0.00691950 -0.00691950 -0.58755000 -0.58755000 -0.58755000 -0.58755000 0.00000000 0.00000000 0.00000000 0.00597000 0.00360760 0.00360760 -0.00166290 0.00110930 0.00043976 0.00043976 -0.00221680 -1.19920000 0.50446000 -0.00041585 -0.00041585 -0.00041585 0.25668000 -0.29201000 0.00166420 0.02763800 0.02763800 -0.58029000 -0.58029000 0.00610900 -0.57999000 -0.57999000 -0.58412000 0.51682000 0.27584000 0.27584000 -0.03463100 -0.03463100 -0.00981850 0.01211200 -0.00553750 -0.02454300 0.000 0.000 0.257 -0.035 0.000 0.000 0.000 -0.580 0.000 0.000 -0.573 -0.584 0.517 0.276 0.276 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.256 0.000 0.000 -0.588 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.078 0.497 0.000 0.000 0.000 0.000 0.257 -0.035 0.000 0.000 0.000 -0.580 0.000 0.000 -0.573 -0.584 0.517 0.276 0.276 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.256 0.000 0.000 -0.588 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.078 0.497 0.000 0.000 11.049458 3.408128 10.510897 2.893556 9.972660 9.640790 7.141484 11.865099 11.648205 10.844424 10.331754 11.789888 7.689827 9.884673 11.036028 10.422150 4.308849 10.359997 10.753756 11.273244 10.612211 9.721919 11.428831 13.738126 12.982344 9.860164 3.478519 4.478519 9.646534 9.501943 10.746197 11.381109 13.257925 3.893556 10.638870 11.003573 14.341919 8.037486 10.634060 9.965018 9.291994 13.297861 9.033765 9.725542 10.885483 9.638870 5.130593 8.872471 9.541528 8.412630 12.112379 4.758628 8.737253 12.057026 7.334128 8.613678 6.678658 9.938731 4.256128 8.673041 11.040761 11.273244 9.798728 10.125806 10.588536 10.874919 5.625361 6.609762 8.166512 10.187520 10.279110 6.800447 10.419915 9.809009 9.684253 12.937169 10.413192 9.936388 10.050542 10.584552 7.956566 10.984425 9.247333 10.072043 4.334132 7.987068 12.558407 8.765681 7.797008 8.146897 9.808155 4.968842 TCGA-D6-6515 82 1 403 NA head and neck stage ii t2 n0 NA female 2010 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 1 2 1 1 1 3 1 5 1 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1 4 0 0 0 0 0 0 0 0 0 0 4 0 0 1.664535e-06 6.935564e-07 10.5357486 -1.3298848 10.2207621 3.3138698 6.7414778 10.5795335 6.1778102 8.3066400 8.4821928 17.0789252 6.5279961 7.4348867 7.3635023 NA 9.6679005 9.5541859 4.5029034 8.7454945 8.9250440 8.4381997 2.6700245 NA 12.1827558 7.0580329 11.4571017 NA 10.1867002 10.6965388 10.9054313 11.4795825 1.6700245 NA 4.8399394 9.2138882 NA NA 13.3105427 6.1935766 9.3608864 11.4981518 9.0220587 7.4348867 10.0270174 2.3704433 NA 13.3884412 13.3335734 8.9885580 3.7992946 11.1299592 6.7273569 12.2184761 6.0962808 10.8607660 1.6700245 NA NA -0.3300662 -1.3298848 15.6417485 16.9310191 10.1294470 13.1649959 NA 5.5769060 11.2108699 0.2549568 2.9919345 9.5248837 11.0393401 2.4607950 18.1704080 13.2141950 NA 3.3138698 3.1294479 12.6521177 9.1598633 6.4965646 11.7717793 9.8909982 15.9829426 9.5708822 4.0275699 3.7992946 10.8828157 10.3975105 7.2587300 12.1130884 10.0292158 11.8773348 12.3030105 -1.3298848 8.5107934 11.6828145 4.8399394 NA 0.2549568 2.7574714 6.2699289 8.8696876 11.0275673 1.8399596 3.5769091 NA 5.3424410 -1.3298848 11.6116132 -1.3298848 12.5938071 9.4183255 10.8979321 5.7574794 13.8288617 4.4249019 7.5708818 11.0999451 9.1738410 9.4097959 10.2608831 9.2341648 12.7464970 11.7449930 1.2549568 10.9905339 7.2207624 8.6242117 12.1176152 8.3317934 11.7478325 8.9554174 0.9919707 10.3992112 3.9554151 -0.00141300 -0.00141300 0.00524760 -0.00196700 -0.00111920 -0.00111920 -0.00016579 -0.00016579 0.06648700 0.06648700 0.06648700 0.06591400 0.06591400 0.06591400 0.06591400 0.00719450 0.00719450 0.16983000 0.16983000 -0.00708470 -0.00708470 -0.01161000 -0.02619400 -0.00514980 -0.00514980 -0.03233000 -0.00736090 -0.00736090 0.01486100 0.00233090 0.00233090 0.00233090 -0.00141300 -0.00141300 0.00260850 0.00032960 0.00032960 0.00032960 0.00032960 0.00025011 0.00025011 0.00025011 0.00000000 -0.00196700 -0.00196700 -0.00196700 -0.00111920 -0.00265940 -0.00335820 0.06648700 0.06591400 0.06591400 -0.00362820 -0.00362820 -0.00362820 0.00719450 0.00719450 0.16983000 -0.00708470 -0.00708470 -0.00293620 -0.00806450 -0.00459660 -0.00196700 -0.00196700 -0.02619400 -0.02619400 -0.00514980 -0.00514980 -0.03233000 0.01207000 -0.00141300 0.01486100 0.01486100 0.01486100 0.00 0.00 0.00 0.00 0.17 0.17 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.17 0.17 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 11.386620 NA 9.966702 8.869688 11.103079 10.989682 12.451785 11.281271 9.956573 10.385977 10.768376 11.382757 10.484197 11.184956 10.283805 11.164371 3.964639 12.113088 10.047768 11.877335 10.762442 10.372621 10.238922 12.258082 12.593157 8.971512 NA 2.670025 9.343325 10.304826 10.9930701 12.0476326 11.6134459 1.2549568 11.5964967 10.8216662 14.3766708 10.0390674 8.5511291 8.4332278 8.8311473 11.3773745 8.8294830 8.0920800 10.4725317 8.1837431 8.9250440 10.7037825 9.1738410 9.3442076 13.3884412 1.9919345 10.0297650 10.1294470 5.3565171 8.3084514 -1.3298848 10.4676769 -1.3298848 9.1718526 10.2643400 11.8773348 12.3030105 11.0751568 11.6828145 11.4577139 5.3282261 6.8647718 9.1074242 10.4034545 7.5888788 5.9828978 11.6116132 11.9404567 10.8979321 11.9163106 10.4513751 10.2966370 10.7079055 10.2608831 6.8044421 10.2984609 10.7350949 3.7574820 0.6700245 7.1170986 10.0956509 9.9657843 9.9879931 7.5799087 10.6194773 5.4644298 TCGA-D6-6516 69 0 NA 773 head and neck stage i t1 n0 NA male 2010 NA no head and neck squamous cell carcinoma 74 1959 0 white not hispanic or latino 1 4 2 1 3 3 2 3 4 2 0 0 0 0 5 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 7 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 4 4 0 0 0 0 0 4 0 0 0 1 0 0 4 0 0 1 0 4 0 4 0 0 0 4 0 0 0 0 0 5 0 0 7 0 0 4 1 0 4 0 0 0 0 4 4 0 4 0 0 0 1 0 4 0 4 0 0 0 4 0 0 0 7 0 4 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 4 1 4 4 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 4 7 4 0 0 0 4 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5.09764e-05 2.645918e-05 8.6159915 NA 10.0773626 -0.2696861 3.4851821 10.2587492 3.6844934 5.7189808 8.4289995 16.0977781 6.7075745 7.1183120 7.9494637 NA 9.4826757 9.0578477 4.4582179 4.6129363 9.1247577 7.6902970 NA -1.2698600 7.2810417 6.0790239 12.0024874 NA 11.2141108 11.0586895 10.6133201 11.1341060 NA NA 0.7303139 9.1622000 NA NA 12.9889347 5.4167958 9.7046738 11.5625917 8.7855774 4.4851821 11.2889549 -1.2698600 NA 12.7827782 14.0108186 9.3001507 NA 11.1476202 7.5048516 12.7321430 6.8388194 9.7889633 -0.2696861 NA NA -0.2696861 1.3152764 14.9534293 15.0965261 11.3169003 13.4962027 NA 5.1053345 11.5340226 NA 1.5376440 9.5263347 11.2158728 4.2793450 19.4553267 11.1034321 NA 1.0522072 -1.2698600 12.0914164 6.9397484 5.8492362 11.8993071 9.9603155 15.9191640 9.6720763 3.1897297 1.7303139 11.3255525 10.0295031 5.8698467 12.2638681 8.1333072 11.7189797 11.7430942 NA 8.7161370 11.6821261 2.5376440 -1.2698600 NA 1.3152764 6.8124443 8.8647213 8.8335827 1.0522072 0.7303139 NA 6.5376502 NA 11.5287668 4.6844934 13.1370315 9.5187849 10.8939448 5.8388207 13.0475663 4.3152546 6.9591140 10.9639147 7.2810417 9.9151704 9.7132174 9.2934914 9.9058446 10.4250882 -1.2698600 9.7637180 5.4582147 8.0017583 12.2132290 8.7719542 12.0712578 9.0679170 NA 12.5720559 1.9002196 -0.0385580 -0.0051227 0.0139110 -0.0169790 -0.0033243 -0.0033243 0.3430100 0.3430100 0.3499300 0.3499300 0.3721600 0.3430700 0.3366500 0.3382000 0.3382000 -0.0273980 0.3443700 -0.4332200 0.3487600 -0.0213730 -0.0551230 0.3660800 -0.0415670 -0.0314960 -0.0239770 -0.4429700 0.7057000 0.7057000 0.4616100 -0.4237500 -0.3771800 -0.0132640 -0.0310860 -0.3665800 -0.0051227 -0.4166600 -0.3893500 -0.3960800 -0.3960800 -0.4107500 0.0011093 -0.3680500 0.0070826 -0.0169790 -0.0169790 -0.0169790 -0.0182590 0.3430100 0.3430100 0.3019800 0.3366500 0.3382000 -0.0346310 -0.0346310 -0.0346310 -0.0273980 0.6727000 0.3066500 -0.0213730 -0.0213730 0.3654300 0.3654300 0.3386900 0.3071300 0.3071300 -0.0415670 0.3590400 -0.3956400 -0.0117490 -0.4366900 0.6353600 -0.4239600 -0.4737400 -0.4737400 0.3695300 0.000 0.000 0.319 0.319 0.349 0.349 0.000 0.365 0.339 0.306 0.306 0.000 0.000 0.000 -0.308 0.000 0.000 -0.364 0.000 0.706 0.706 -0.424 0.000 0.345 0.000 -0.367 0.000 -0.391 0.000 0.000 0.000 0.000 0.000 0.343 0.343 0.302 0.302 0.338 0.338 -0.089 0.384 0.000 0.000 0.319 0.319 0.349 0.349 0.000 0.365 0.339 0.306 0.306 0.000 0.000 0.000 -0.308 0.000 0.000 -0.364 0.000 0.706 0.706 -0.424 0.000 0.345 0.000 -0.367 0.000 -0.391 0.000 0.000 0.000 0.000 0.000 0.343 0.343 0.302 0.302 0.338 0.338 -0.089 0.384 11.212347 NA 10.471695 7.766469 10.700401 11.948854 11.351660 11.835221 9.397407 10.560018 12.880122 11.023192 9.428132 10.288237 10.925667 10.702916 5.452625 12.263868 8.864721 11.718980 11.373249 9.815103 10.389845 13.584390 12.935554 8.837512 -1.269860 3.253853 9.299201 10.183566 11.7446643 12.3916278 10.5100144 -0.2696861 11.1020717 11.0867470 15.2689226 10.1763445 6.3376255 9.6720763 8.8672862 12.2798391 9.0288387 7.3152574 9.8498847 8.9336432 9.1247577 11.5506735 9.3199462 7.7746889 12.7827782 1.0522072 10.1349045 11.3169003 5.0522246 7.0295026 0.7303139 9.4901832 -1.2698600 8.6669330 7.5631848 11.7189797 11.7430942 9.7842210 11.6821261 11.5931261 2.6371929 3.4851821 7.1856218 8.6610323 6.2141112 5.8071102 11.5287668 11.6991418 10.8939448 11.7676704 9.9518822 11.6371856 8.5694987 9.7132174 4.8177563 10.5424723 10.1226124 5.1396864 1.9002196 6.4307352 9.0675825 9.4556613 10.1638805 7.2499317 10.3938531 4.7075745 TCGA-D6-6517 59 0 NA 292 head and neck stage iii t3 n0 NA male 2010 NA no head and neck squamous cell carcinoma 30 1970 0 white not hispanic or latino 1 3 3 3 3 3 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 1.976636e-06 5.895229e-07 10.774900198 NA 10.491797391 0.733267559 2.498786991 10.207352496 4.083740983 5.988741485 8.644932760 14.795944944 6.837577477 9.423239054 7.374209208 -0.588790717 9.566131119 9.491464318 4.083740983 6.275498792 2.111765831 8.146022805 0.733267559 NA 6.782000915 9.922077103 11.071754626 5.353827864 11.118024761 10.119103497 10.522774728 10.622897141 NA -0.003755892 4.083740983 8.850530980 -1.588573754 NA 13.715129359 5.581236743 9.607300165 11.235675071 7.169536223 5.862523301 11.778044964 1.870739525 -0.003755892 13.467781317 14.259618008 8.787438342 0.411317768 10.094307469 5.139232082 11.610678564 7.234680458 6.493461606 -1.588573754 NA NA 0.411317768 0.996244108 14.968146764 15.720778195 10.870232158 12.978793744 NA 4.166201253 12.228896233 NA 0.733267559 8.513288603 10.960857011 1.218657193 19.298235239 12.852311840 NA 0.733267559 1.733224167 11.710377822 7.671056254 5.455708600 11.119776089 10.610678564 16.347174351 8.996275466 7.309157994 2.581230716 11.234481142 10.440255009 5.498774228 11.472457969 7.293956221 11.937689913 11.859687395 -1.588573754 8.355292947 11.153622391 7.051558083 NA -0.588790717 5.488129348 5.649718916 9.757272489 9.456389943 2.411317768 4.733240439 1.581254823 6.837577477 NA 10.562329441 -1.588573754 12.701619835 10.233664730 10.895128697 6.535434025 12.795691998 4.751163753 8.555971028 11.399109876 9.666341544 9.412721200 10.330176187 10.511318199 10.735774823 10.921829857 0.733267559 10.203289756 5.965902004 8.995335832 9.604838219 7.333153561 11.755331388 8.644932760 -1.588573754 10.382497258 -0.588790717 -0.00351240 -0.00539920 0.72506000 0.75605000 -0.00802440 -0.00802440 1.39450000 -0.01230000 -0.41344000 0.36215000 0.36215000 -0.03054000 -0.01986300 0.01670500 0.01670500 0.84613000 0.41228000 0.00092965 0.00221930 0.05409300 0.17196000 -0.39207000 0.04230700 -0.00608600 -0.00608600 0.04982400 0.78697000 0.01656500 -0.00103860 0.01153900 0.01131100 -0.43756000 -0.00351240 -0.03176800 -0.00539920 -0.40230000 -0.40230000 -0.41376000 -0.41376000 -0.02397700 -0.02813200 -0.02813200 -0.02813200 -0.01428400 -0.01428400 -0.01428400 -0.00802440 -0.01230000 -0.01230000 -0.41344000 -0.81819000 0.01670500 -0.40407000 -0.40407000 0.00819590 -0.00553750 -0.00954260 0.00221930 -0.01652100 0.05409300 0.00652620 0.00652620 -0.38850000 0.02342600 0.02342600 0.04230700 0.37228000 0.01824300 -0.23361000 0.04982400 -0.37673000 0.00124810 0.01530800 0.01530800 0.01530800 -0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.377 0.000 0.000 0.731 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.362 0.000 0.000 0.000 0.000 -0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.377 0.000 0.000 0.731 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.362 0.000 0.000 0.000 0.000 10.981880 NA 9.290214 6.654487 12.035423 13.721031 11.875476 11.223490 7.833378 9.125558 11.023260 11.292618 7.744469 10.603297 9.883496 10.165365 4.861697 11.472458 9.384293 11.937690 10.802288 10.314442 10.025102 12.829283 12.538904 8.402835 NA 2.581231 9.599284 9.125558 11.408668878 12.436885103 11.404605194 -0.003755892 11.331851919 11.165156423 15.275146401 9.517875838 6.371314908 8.620766370 8.948531351 11.579044676 8.779098814 8.461161405 10.355292837 9.437144702 2.111765831 11.215040470 8.811124830 9.332410101 13.467781317 2.111765831 10.380339627 10.870232158 6.146021786 8.215444178 -1.588573754 10.098688649 0.733267559 9.327192431 9.084622127 11.937689913 11.859687395 11.364236176 11.153622391 11.364418076 NA NA 7.202475514 10.705646469 8.478747377 3.111749142 10.562329441 11.762114031 10.895128697 12.388056044 10.557245127 9.887552839 10.051105868 10.330176187 7.441979719 10.638026127 9.658647082 5.244202073 -0.003755892 5.125560187 8.593732100 9.601137498 9.849065070 6.450231395 10.233883747 5.026020971 TCGA-D6-6823 50 0 NA 701 head and neck stage ii t2 n0 NA male 2010 NA no head and neck squamous cell carcinoma 60 1979 0 white not hispanic or latino 1 2 2 1 3 2 2 3 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.051648e-06 6.935564e-07 8.1276524 NA 10.3887351 -0.8624965 3.6921370 10.5055093 5.8790146 4.1375527 9.0895617 15.2851908 7.2999397 7.6393856 7.8345159 NA 9.1403635 7.6921377 4.4951003 1.7225097 3.1375527 8.3162136 NA NA 6.0682860 4.0682839 12.0685631 NA 9.8284196 10.7755319 10.7229806 9.5511765 -1.8624965 0.9449334 1.8379836 8.2147383 -1.8624965 -1.8624965 14.3246687 6.2355816 10.5142167 11.6948926 7.1709716 5.1148292 11.6525092 1.7225097 NA 13.6133770 12.6526940 8.2834806 NA 12.5487285 9.3385329 11.5815282 6.6728241 4.9319667 1.1375691 NA -1.8624965 2.3854863 2.0444291 14.7234782 15.3606168 9.7563929 12.4547492 NA 4.2668315 12.8848500 -1.8624965 1.1375691 8.0961016 11.4125091 NA 18.9505187 9.9861716 3.5298709 1.7225097 -0.2775340 12.0553868 6.9513302 6.6728241 11.8674179 10.6023496 15.9361913 9.8970207 6.6728241 2.3854863 11.7906176 10.2771000 4.2250127 12.3973294 8.7083531 11.3909529 11.5847610 NA 8.7586846 10.1664906 2.7225097 -1.8624965 NA 3.2668315 6.9545325 9.1112460 9.2558408 2.2249972 3.8654735 2.9955207 6.3615508 NA 10.3627560 7.1347282 12.7367060 9.1462153 11.3997903 5.0564101 12.8704580 6.7669052 8.5038706 11.3612487 9.0032818 9.4901439 9.6307285 7.6882951 9.8496456 10.9933904 0.4594316 10.3597398 5.4951003 7.0712392 11.0822607 7.4662233 12.3985416 9.8496456 NA 9.1155439 2.1375363 0.0913000 0.1177000 0.4096500 0.1064300 0.1716600 0.1716600 0.1089800 -0.1785300 0.0910100 0.9752300 0.9501700 -0.5139300 -0.5139300 -0.5130000 0.1225500 0.0879690 0.0809510 0.7072000 0.1163800 0.1033700 0.1191700 -0.2036100 -0.0960440 2.1296000 -0.0055469 0.0366530 -0.5208200 0.3805600 0.1250500 0.0000000 0.0930400 0.0930400 0.0913000 0.0913000 0.1177000 -0.5129800 -0.5129800 -0.4968400 -0.0948560 -0.1930000 -0.1849600 -0.1849600 -0.5025600 -0.5076400 -0.5076400 -0.5076400 -0.1888600 -0.1785300 -0.2074700 -0.5333800 -1.1296000 -0.5130000 -0.0722740 -1.1743000 -0.1924200 0.0879690 -0.2325100 0.0899960 -0.5254200 0.1033700 0.3961200 0.3959500 -0.2036100 0.1907100 0.1907100 0.0878240 -0.0960440 -0.5088800 -0.5088800 0.0366530 0.0366530 -0.1524700 0.1610000 -0.5634600 0.1250500 -0.517 -0.517 0.000 0.000 0.116 0.116 0.103 0.413 -0.204 0.191 0.191 -0.510 -0.510 0.000 -0.440 0.000 0.000 0.000 0.000 -0.521 0.306 -0.152 0.000 0.101 0.101 -0.402 0.000 -0.185 -0.185 0.000 -0.508 -0.189 -0.189 0.109 -0.070 0.433 0.950 -0.513 -0.513 0.125 0.125 -0.517 -0.517 0.000 0.000 0.116 0.116 0.103 0.413 -0.204 0.191 0.191 -0.510 -0.510 0.000 -0.440 0.000 0.000 0.000 0.000 -0.521 0.306 -0.152 0.000 0.101 0.101 -0.402 0.000 -0.185 -0.185 0.000 -0.508 -0.189 -0.189 0.109 -0.070 0.433 0.950 -0.513 -0.513 0.125 0.125 11.024198 1.596983 10.246788 4.918906 12.433748 12.785622 10.063845 11.566694 9.273899 9.167526 11.266832 11.870140 6.802885 11.369370 10.886790 10.526911 5.146985 12.397329 9.763714 11.390953 11.199257 10.805104 10.772813 12.727321 13.237800 10.609986 NA 3.266832 9.839721 10.369670 11.5046903 12.5516392 9.8474940 0.1375035 11.9627062 11.7599437 15.0640987 9.9003459 6.6334036 9.8453390 9.4183194 10.6208606 9.5919971 8.5384280 10.6460837 9.5680011 3.1375527 11.4009645 9.1522666 7.0353941 13.6133770 0.1375035 10.3542945 9.7563929 5.3854759 6.2036377 0.1375035 9.4600401 -1.8624965 8.6304033 8.3711681 11.3909529 11.5847610 11.6660027 10.1664906 12.2269163 0.7225535 -0.2775340 6.1599157 9.6233778 5.9892980 3.4229461 10.3627560 12.2019546 11.3997903 12.5837273 10.6820301 10.4278555 9.8624887 9.6307285 7.9189085 10.9585253 9.9164471 2.7225097 -0.2775340 6.4136736 7.8725290 10.1733787 10.4087198 7.0946510 10.5700905 6.1764684 TCGA-D6-6824 61 0 NA 77 head and neck stage iva t4a n0 NA male 2010 NA no head and neck squamous cell carcinoma 40 1968 NA white not hispanic or latino 3 1 3 3 2 2 3 3 1 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.90728e-06 4.854895e-07 9.56345122 -1.51333711 10.63320423 4.24151989 5.71545413 10.43171363 8.69365004 7.46391585 8.78584346 16.30896990 7.29720701 8.11051724 7.65656072 4.01019799 9.15463409 8.29399070 5.02579513 5.31952401 6.36315180 8.51868148 3.73455789 0.07162539 9.14037632 9.37309439 11.54428894 4.73456331 10.33290951 10.53648415 10.85514202 10.90975151 0.48666289 0.43146250 4.96236856 9.77001334 5.25482077 NA 13.46212534 6.69608843 8.82648557 11.61897467 9.76101378 7.99838847 11.96818279 6.12326061 3.87895090 13.92181749 12.85820807 8.80743607 2.18707093 11.49190925 9.21664717 11.91198265 7.91080161 6.57409848 0.80859099 -1.51333711 0.48666289 -1.51333711 -1.51333711 15.34859435 15.87948435 8.82759835 13.30316930 -0.51333711 5.77203871 9.63129385 0.80859099 4.50900536 9.23901632 10.83342634 3.50233060 17.07584782 12.23702854 NA 2.48663715 5.68630722 11.77550168 9.45025429 6.64650687 11.66047040 9.70882679 15.48339560 9.39727824 4.63638101 5.84418727 10.37841928 10.24402554 7.36315268 12.61828519 9.53852420 11.22915558 12.47682821 0.48666289 8.38750256 11.59760822 6.73930132 NA -1.51333711 3.80856010 6.92126374 9.40847644 11.62985934 4.84418979 8.50900338 4.29398840 4.92957799 -0.51333711 11.27678039 3.29398840 12.61317874 10.30799106 10.77348212 8.21965111 13.35536171 5.79951736 7.62362694 11.53307753 10.29921409 9.40251499 10.60603714 11.34907922 12.41691092 12.36238493 3.69609400 10.74077842 8.21114948 8.71905643 12.34898237 8.33055661 11.94080634 9.16523564 1.48661141 9.63955416 3.24151989 0.00055459 0.00055459 -0.01092200 0.00000000 0.00000000 0.00000000 0.00958830 0.00958830 -0.00437860 0.05722600 0.11140000 0.04868800 0.04868800 0.04868800 0.04868800 -0.02739800 -0.02739800 0.00000000 0.00000000 -0.06142000 -0.06142000 0.00930980 0.02777800 -0.04549900 -0.04549900 -0.01023200 -0.00097017 -0.00097017 0.00069327 -0.00166290 -0.00166290 -0.00166290 0.00055459 0.00055459 0.00055459 -0.01092200 -0.01092200 -0.01092200 -0.01092200 0.00069327 0.00069327 0.00069327 -0.00070877 0.00000000 0.00000000 0.00000000 0.00000000 0.00958830 0.00958830 -0.00437860 0.04868800 0.04868800 -0.06544800 0.03199900 0.03199900 -0.02739800 -0.02739800 0.00000000 -0.06142000 -0.06142000 -0.03681900 0.06272600 -0.03488700 -0.00830050 -0.00830050 0.02777800 0.02777800 -0.04549900 -0.04549900 -0.01023200 -0.01023200 -0.00083160 0.00069327 0.00069327 0.00069327 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.4797509 -0.5133371 10.3322002 6.2679945 11.1807758 12.3886291 12.6955558 12.3440335 10.0136237 10.3704243 9.9983882 11.5779057 9.1836031 11.0609926 11.0197219 11.1304918 3.8946723 12.6182852 11.4240094 11.2291556 11.0248245 11.0788590 11.0704235 12.6356070 12.6706586 10.8608600 -0.5133371 -0.5133371 9.5310297 10.4441004 11.86547231 12.14685439 11.62618695 2.39352603 11.65342632 10.41293159 14.74582659 8.66902996 8.30041663 8.86709677 9.14395406 11.96805665 7.84103906 8.47815763 9.85568765 8.91708829 6.36315180 11.40977734 8.00430475 10.26430184 13.92181749 5.13049025 10.74608464 8.82759835 5.79951736 7.67892825 2.39352603 9.24152299 -1.51333711 9.70580412 10.15285965 11.22915558 12.47682821 10.82537200 11.59760822 11.43682692 3.07159107 0.07162539 9.89323918 10.42069503 8.62234472 6.52555526 11.27678039 11.68799379 10.77348212 12.21965090 10.01801708 10.34267196 10.34461659 10.60603714 7.34150370 10.02839524 10.78441164 5.40549890 NA 9.89443446 10.09156405 10.34966029 10.77665444 7.66654500 10.64335071 6.57409848 TCGA-D6-6825 73 0 NA 491 head and neck stage i t1 n0 NA male 2011 NA no head and neck squamous cell carcinoma 300 1957 0 white not hispanic or latino 3 6 2 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 1.872602e-06 8.669455e-07 10.5845088 NA 10.3283544 3.2435472 5.1663780 10.3132195 1.9805006 7.9872583 9.4827467 16.7582754 7.5981627 8.4835421 6.7084314 NA 10.0748533 8.5396974 5.3167938 5.4267679 8.0890362 9.1673687 0.2435472 NA 8.7057074 11.4811543 11.7063890 -1.3415371 10.3327757 10.8281954 10.8356915 11.4228331 0.2435472 -1.3415371 4.1180191 9.8834956 NA NA 13.5532118 5.4399422 9.4217958 12.0080029 9.0050973 6.3024397 11.3691747 3.6585885 NA 13.9373596 14.3403435 9.7077513 0.6585543 11.4207579 8.3439629 12.1863048 6.7353990 8.3642157 1.2435472 NA NA -0.3413543 -1.3415371 15.3251918 16.0546080 10.3672363 13.4509671 -0.3413543 5.6809516 11.3026651 -1.3415371 3.5165699 9.4168066 10.2566360 2.7460547 18.6233411 12.5577515 NA 3.1821520 1.4659222 12.0251789 9.6207565 8.1221079 11.7931012 10.4525932 16.1274620 9.7253455 6.8680373 3.7460440 11.5858059 9.9810750 7.7138662 12.3398153 10.1698420 11.2888506 12.9858554 NA 8.5274058 12.1955591 5.3590221 NA -0.3413543 5.2284378 7.0336234 9.6774792 10.0084176 3.0509021 2.9805189 NA 7.5833957 NA 11.3283544 3.8285097 12.3071658 9.5118228 10.7772002 8.0994525 12.9880995 4.1180191 8.4101274 11.7812497 9.3301245 9.3159020 9.8893065 6.1343175 11.2407255 11.4298666 0.2435472 8.3745453 6.4977880 8.9566459 12.4092905 8.5040737 12.1757607 8.8234905 0.2435472 11.4592812 1.9805006 0.00000000 0.00000000 0.36330000 0.06952500 0.00753920 0.00753920 0.00374650 0.00374650 -0.36871000 0.00761080 0.01894300 0.00194180 0.00194180 0.00194180 -0.01505400 0.00055459 3.20610000 -0.00166290 -0.00166290 -0.34962000 -0.00433930 -0.00636680 -0.03149600 0.05865200 -0.35053000 -0.38246000 0.14028000 0.14028000 -0.01656700 -0.00705760 -0.00705760 -0.00761010 0.00000000 0.00000000 0.00444110 -0.36556000 -0.36556000 -0.36556000 0.35235000 0.01321300 0.01321300 0.01321300 0.00957320 -0.35236000 -0.35236000 -0.05512600 0.00753920 -0.00178150 -0.00178150 -0.36871000 0.00194180 0.00194180 -0.01795300 -0.01202400 0.12567000 0.00055459 -0.36076000 -0.00166290 -0.34962000 -0.34962000 0.33415000 0.33415000 -0.00636680 -0.01092200 -0.02550300 -0.03149600 -0.03149600 -0.35053000 -0.35053000 -0.39430000 0.25934000 -0.37200000 -0.01986300 -0.01986300 -0.01986300 0.000 0.126 0.000 -0.341 0.000 0.000 -0.350 0.334 0.000 0.000 0.000 0.000 0.000 0.000 -0.351 -0.382 0.259 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 -0.366 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.126 0.000 -0.341 0.000 0.000 -0.350 0.334 0.000 0.000 0.000 0.000 0.000 0.000 -0.351 -0.382 0.259 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 -0.366 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 0.000 0.000 0.000 0.000 0.000 11.0251789 -1.3415371 9.8609460 8.2246375 11.7767134 12.1611617 11.7906012 11.4261472 8.8459356 10.7084320 10.3176874 12.1880140 9.6365788 11.5124778 11.0631929 10.8725989 3.7319761 12.3398153 9.9082895 11.2888506 11.0295433 10.6397940 10.7814114 12.0274487 12.6834634 9.0172346 -1.3415371 0.2435472 9.7063890 9.5966927 11.2317572 11.9799479 12.0828810 1.2435472 11.7305486 10.7677612 14.2590182 10.6415770 7.8360030 8.6726039 8.6401509 11.0498270 9.3635158 7.4723643 10.0012138 8.4034173 8.0890362 11.9975984 9.1353296 8.5227694 13.9373596 0.2435472 10.9612224 10.3672363 5.1663780 7.8209748 -0.3413543 10.0921690 0.2435472 8.8668177 9.2265396 11.2888506 12.9858554 11.8792641 12.1955591 11.6878707 2.2435472 3.1180108 7.9710129 11.0822247 6.4134705 3.5165699 11.3283544 11.8645294 10.7772002 11.7909225 10.4259403 9.7526611 9.9059177 9.8893065 6.8680373 9.7394011 10.4930545 4.7029788 -1.3415371 2.1180274 9.3450401 10.2870291 10.9059177 6.5714736 10.6885608 5.3590221 TCGA-D6-6826 64 1 348 154 head and neck stage iva t4a n2b NA female 2011 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 6 3 3 2 3 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.912937e-06 8.669455e-07 9.1874726 -0.1025272 10.5249877 2.7048056 5.4520419 10.3698063 6.3292994 6.7882250 9.3417785 15.4678531 7.6545659 9.0024893 6.8438733 2.4824095 10.1194437 8.6344194 5.2432273 3.3999503 3.8974534 9.3306915 1.8974728 NA 7.6162724 6.0673784 11.6453671 4.0404103 10.6248071 10.3714978 10.4789683 10.6245234 -0.6875672 -0.6875672 4.7554324 9.5324282 -0.6875672 NA 14.3734194 7.2954852 8.3332493 11.8301607 9.8276984 7.2193815 12.2284640 4.4824159 1.1198210 14.5598070 12.7101660 9.3466024 -0.6875672 13.3058720 8.8161680 13.1778863 6.7176326 6.9012060 3.3568903 -1.6873348 -0.6875672 -0.6875672 0.3125490 14.4998167 14.6994445 9.8809226 13.2740767 NA 5.2432273 11.4753547 1.1198210 3.2666816 9.9372869 10.2395285 NA 18.4468624 12.7575062 NA 3.0129262 4.1704699 12.2436905 9.1689168 7.2637762 12.2137118 9.6259413 16.5505648 9.7963072 5.4824159 4.3785810 10.2450753 10.4920895 6.7882250 11.8198413 10.2775541 9.7554348 12.5043988 -0.6875672 8.2983334 11.2604935 3.9272043 NA -1.6873348 2.9563541 7.0971262 9.7917664 11.1872806 2.1198541 7.0938506 6.2608593 6.4052487 -0.6875672 11.3573977 7.9400252 13.3169313 11.0388628 10.6436882 6.8163168 13.5385272 8.3986274 7.5955797 11.9802682 9.4092066 9.8399684 10.9784534 10.7104333 12.2349828 12.5670033 3.6344190 10.0905685 7.5745860 8.8555232 12.8201621 8.0387094 12.5493277 9.9778273 1.7719278 9.1020250 1.8974728 -0.2585600 -0.2589000 -0.1532400 0.0262330 -0.2633600 -0.2633600 0.2927800 0.3001100 0.1990800 0.1990800 0.5500000 -0.2688900 -0.2688900 -0.1363900 0.0200630 0.0049969 1.9702000 -0.2605900 3.6569000 -0.0113350 0.0245480 -0.2453300 -0.1995000 0.0069435 0.0026160 -0.1513100 0.0548030 0.0700990 -0.0861200 0.0559430 0.0206740 0.0249690 -0.2702100 -0.2702100 -0.2480000 -0.2681700 -0.2681700 0.0246890 -0.2625400 0.0000000 0.1483100 0.1483100 0.0045800 0.0224440 0.0224440 -0.2826000 -0.2475200 -0.2848900 -0.3301900 -0.5733300 -0.1363900 -0.1363900 -0.5592700 -0.5518600 0.0259520 0.0044411 0.2396900 0.0673750 -0.5646500 -0.2491000 -0.2491000 0.3218800 -0.2561200 0.0217440 0.0217440 -0.1995000 -0.2494600 0.0016642 0.0038854 -0.2612000 -0.1513100 -0.2285900 -0.1588600 -0.1588600 -0.0904930 -0.552 0.000 0.000 0.235 -0.261 0.000 0.000 -0.258 -0.256 0.000 0.000 -0.199 -0.199 0.000 0.000 -0.151 -0.151 0.000 0.000 0.000 -0.256 -0.229 0.000 -0.248 -0.248 -0.263 -0.263 0.000 0.148 0.000 0.000 -0.263 -0.263 0.300 0.300 0.000 0.249 -0.136 0.000 0.000 0.000 -0.552 0.000 0.000 0.235 -0.261 0.000 0.000 -0.258 -0.256 0.000 0.000 -0.199 -0.199 0.000 0.000 -0.151 -0.151 0.000 0.000 0.000 -0.256 -0.229 0.000 -0.248 -0.248 -0.263 -0.263 0.000 0.148 0.000 0.000 -0.263 -0.263 0.300 0.300 0.000 0.249 -0.136 0.000 0.000 0.000 11.1014135 -0.6875672 10.3917161 6.1516945 13.5351731 14.1571383 11.7989493 10.9260506 9.8969841 10.2553723 10.4333772 11.8655206 8.9653364 10.9379719 10.2354473 11.6496951 4.8302401 11.8198413 10.6071120 9.7554348 11.1054849 11.0661259 11.1911420 12.9059834 12.9104275 8.3237186 -0.6875672 1.3124909 9.9151903 10.6299040 11.010328 11.965224 9.378581 1.312491 11.623530 10.183627 15.534200 9.597316 8.211848 9.200473 8.618553 11.843995 9.323719 8.146962 10.607396 8.968022 3.897453 12.186704 8.040412 9.163459 14.559807 2.956354 10.712570 9.880923 5.836053 7.517062 1.482435 9.335552 -1.687335 9.045507 9.779078 9.755435 12.504399 11.609981 11.260493 11.522858 NA 6.502316 8.820544 11.329474 7.607112 4.984917 11.357398 12.302773 10.643688 12.288160 10.212603 10.668393 10.275026 10.978453 7.340398 9.887558 10.518285 1.771928 NA 8.229863 9.755279 10.349352 10.823008 6.836053 10.065708 5.367773 TCGA-D6-6827 55 0 NA 568 head and neck stage i t1 n0 NA female 2011 NA no head and neck squamous cell carcinoma 28 1983 NA white not hispanic or latino 3 4 3 2 2 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.467782e-07 2.080669e-07 8.2927666 5.7157342 11.3573117 3.1116657 8.0508907 11.5781279 7.0376634 7.7738691 8.3535041 14.0124704 8.2847913 7.0376634 7.7204734 1.7897293 8.8590514 9.0480664 5.3173077 6.6869767 10.8436617 9.5526161 5.4901754 NA 9.0565223 10.0783713 11.7433503 NA 10.6800001 10.3358586 10.5043248 9.3489218 4.4901786 2.4569375 5.3381712 9.3608287 6.0971641 NA 11.3983603 5.2751635 9.8787519 11.5487918 8.2508058 9.7204731 10.6067194 8.7216553 4.3985419 13.6806461 13.3155992 9.1691143 -1.5319902 8.8919741 8.6823454 10.6890928 5.9435416 6.7204727 1.2751859 -1.5319902 4.3006948 -1.5319902 NA 13.1634906 13.6087769 10.2971341 12.9638501 1.7897293 4.3257893 9.7572503 5.9107518 7.1008032 9.1846272 10.9008715 NA 15.7680620 12.4538275 -1.5319902 1.7897293 7.9086766 11.0749068 8.7566737 3.7532087 11.8480226 9.5183367 14.5285037 9.4790351 6.2293591 5.1957295 11.3994687 10.3535041 5.6276798 11.4296192 11.4229127 13.6252731 11.8802453 NA 9.0011374 11.9532597 8.6226259 -0.5321988 3.8253582 4.1957255 7.8898726 9.1322550 12.5521179 4.0527724 7.8450183 1.7897293 8.6327146 NA 10.8943346 1.6377493 12.4288052 9.5266045 7.7806907 6.2491666 12.9530081 5.3006985 7.2392968 11.2310201 10.4249098 9.0788326 11.0543637 7.5499571 10.9063397 9.9869526 4.4678077 11.7537879 10.3164307 9.3458587 11.4355744 8.4649872 12.2033638 9.8803776 0.0528332 9.6705438 1.6377493 0.00180300 -0.00275700 -0.07187300 -0.01876500 -0.00567570 -0.00567570 0.55054000 0.55054000 -0.02329200 -0.02329200 -0.04660600 -0.06222600 -0.06222600 -0.06222600 -0.06222600 0.70457000 0.70457000 -0.00083160 -0.00083160 0.00069327 0.01209700 0.01014600 0.01642500 0.02272500 0.02272500 -0.00926660 0.02090300 0.02090300 0.57041000 0.02342600 0.02020300 1.30770000 0.00180300 0.00180300 -0.00415460 -0.07187300 -0.07187300 -0.07187300 -0.07187300 0.00000000 0.00000000 0.00000000 0.00000000 -0.01876500 -0.01876500 -0.01876500 0.00402430 0.55054000 0.55054000 -0.02329200 -0.06222600 -0.06222600 0.00157810 0.00680440 0.00680440 0.70457000 0.70457000 -0.00083160 -0.01752900 -0.73126000 -0.00581400 -0.00207840 0.01642500 -0.74586000 -0.74586000 0.01642500 0.01642500 0.02843000 0.00319100 -0.00926660 -0.00926660 0.03693500 -0.42887000 0.55089000 -0.40804000 0.000 0.000 0.705 0.705 0.000 0.000 0.000 0.000 0.000 0.000 -0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.287 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.551 0.551 0.000 0.000 0.000 0.000 -0.387 -0.387 0.000 0.000 0.705 0.705 0.000 0.000 0.000 0.000 0.000 0.000 -0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.287 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.551 0.551 0.000 0.000 0.000 0.000 -0.387 -0.387 11.426179 1.637749 11.212511 4.657634 11.509296 12.088692 11.987444 11.530697 10.860662 10.094886 10.188052 11.132477 8.709791 11.094886 10.207588 11.247322 4.689685 11.429619 12.178722 13.625273 11.282590 11.075138 11.137703 13.624389 12.744586 7.929287 1.467801 3.512202 9.173440 10.257749 10.276370 11.663641 13.094144 5.885660 12.209485 11.563699 14.907004 9.018555 10.392620 10.968650 11.153433 12.844544 9.706111 8.656397 11.376013 11.039560 10.843662 10.649271 10.437554 7.842847 13.680646 5.338171 9.693015 10.297134 7.891974 6.030049 6.319557 8.978572 NA 9.271132 9.872949 13.625273 11.880245 10.923649 11.953260 11.914245 5.262223 NA 9.018862 10.694220 7.265470 3.860129 10.894335 11.413252 7.780691 13.467279 10.016148 11.014220 9.889872 11.054364 8.157806 10.286390 10.926471 1.052764 1.275186 7.620092 9.936086 10.196579 9.764150 7.010839 10.409956 6.825360 TCGA-D6-8568 62 0 NA 759 head and neck stage ii t2 n0 m0 male 2012 NA no head and neck squamous cell carcinoma 43 1969 0 white not hispanic or latino 2 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.051648e-06 6.588786e-07 9.5984795 NA 10.3349571 2.5601769 3.7825658 10.1232604 6.8165101 7.0484564 7.9638920 16.0114098 7.0341012 8.6593716 8.2971355 -0.6097726 8.4803576 8.1650321 4.7121720 2.5601769 9.4536402 9.3342250 0.9751899 NA 7.7565670 8.4670606 11.0538031 6.2850637 10.2667619 10.6842914 10.3853055 11.1329755 0.3902274 NA 2.1976138 8.9926840 0.9751899 NA 14.0162963 6.0906841 9.5143663 11.1646203 8.6310362 9.1699643 12.9228445 5.6190637 0.3902274 14.4905789 13.1972980 8.7717879 NA 12.4538086 8.1005693 11.9901579 7.3209828 5.9138061 0.9751899 3.2971327 0.3902274 1.7121555 0.3902274 15.9868279 16.1873049 9.5437971 12.8607768 NA 3.6381781 9.2262954 NA 4.5601708 8.9938713 11.1609089 -0.6097726 18.1006681 10.8880969 NA 2.3902550 3.8496791 11.5101588 10.7911245 6.9676736 11.2907912 10.3937629 15.6633485 9.7565673 6.7996365 3.9138085 10.8201748 10.1551166 6.1584299 12.2837362 8.6825666 11.6496941 11.8730530 NA 8.6570315 10.4882771 5.6570311 NA 0.3902274 3.9752083 6.3902446 9.1147590 9.6940258 0.9751899 5.4126122 0.3902274 5.7996365 NA 10.2728881 -0.6097726 12.2933737 8.0250199 10.5880761 4.7825606 12.9186992 7.9486657 8.2262956 11.2373024 11.3785747 9.9733279 9.5078882 10.4974621 11.7766465 11.4098358 1.3902274 10.2412132 6.5800701 8.5874618 11.3617886 7.7996359 12.2327918 8.9638922 0.3902274 11.0426419 1.7121555 0.00069327 0.02426800 0.78397000 1.38450000 0.00708260 0.00708260 -0.00871460 -0.00871460 0.26373000 0.26373000 0.72074000 -0.39375000 -0.39764000 0.00471900 0.06995600 -0.40041000 0.60629000 0.00360760 0.00360760 -0.37121000 -0.37121000 -0.04590600 -0.01340200 0.34600000 -0.34733000 -0.04631200 0.00000000 0.00000000 0.30514000 0.00013863 0.00013863 0.02525000 0.00069327 -0.39730000 0.00666530 -0.40340000 -0.40340000 -0.40340000 -0.40340000 -0.00193990 -0.00193990 -0.00193990 0.00444110 -0.01876500 -0.39441000 -0.43279000 0.00708260 -0.00871460 -0.04333100 -0.11770000 -0.40055000 0.00471900 0.01894300 -0.01551100 -0.01551100 -0.40628000 0.00027728 0.00360760 -0.37268000 -0.37268000 0.00291330 0.04089200 -0.01078400 0.82725000 0.82725000 -0.01340200 -0.01340200 -0.36016000 -0.36016000 -0.04631200 -0.04631200 -0.02903800 -0.26757000 -0.26757000 0.30514000 0.000 0.000 -0.397 0.000 0.000 0.000 -0.371 0.000 0.000 0.000 0.827 0.000 0.000 0.346 -0.323 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.403 0.000 0.000 0.000 1.384 0.000 0.000 0.000 0.000 0.000 0.264 0.689 -0.394 0.000 -0.268 0.038 0.000 0.000 -0.397 0.000 0.000 0.000 -0.371 0.000 0.000 0.000 0.827 0.000 0.000 0.346 -0.323 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.403 0.000 0.000 0.000 1.384 0.000 0.000 0.000 0.000 0.000 0.264 0.689 -0.394 0.000 -0.268 0.038 11.3440777 -0.6097726 9.1442807 6.4670610 11.9695610 11.8972914 10.8227869 10.9548709 9.4737244 9.1333966 11.1596697 11.3109701 7.7652848 10.3356889 13.6232655 10.4723940 5.8146632 12.2837362 9.1699643 11.6496941 10.8430011 10.0950132 11.3272509 12.9154281 13.0980355 7.5651706 1.9751899 3.1975981 9.3972722 10.2310230 11.0426419 11.9982688 11.3571109 -0.6097726 11.3807036 10.0573566 14.6280861 9.2466705 6.7389731 8.5323520 8.5475921 11.5698432 9.2656872 8.3958695 9.7728691 8.8165098 9.4536402 10.6202655 9.0395012 9.3646595 14.4905789 2.7121775 10.0958775 9.5437971 5.4777065 7.1451323 3.2971327 9.4697299 -0.6097726 8.7166744 11.8975441 11.6496941 11.8730530 10.9443542 10.4882771 10.9733278 4.3902481 4.8496791 9.0322968 11.2907345 7.6142468 3.9752083 10.2728881 11.6479275 10.5880761 12.1102755 10.2888465 10.4250440 9.9817673 9.5078882 7.2728882 10.5948162 9.9216265 3.4777032 NA 8.8227869 9.0134131 9.7099171 9.8730529 7.4830023 10.1919534 4.7477956 TCGA-D6-8569 52 0 NA 770 head and neck stage ii t2 n0 m0 male 2012 NA no head and neck squamous cell carcinoma 43 1979 0 white not hispanic or latino 1 3 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.641171e-06 1.421791e-06 10.6106793 NA 10.5628196 2.4335471 4.0709646 10.8644537 5.6211640 5.5855395 7.9146632 16.2106321 6.9709710 7.1277973 7.8560688 -0.7364848 10.5536304 8.4260030 5.1656869 4.3080040 2.0709732 9.0773928 NA NA 8.1462545 9.9588399 11.0012814 2.9640474 10.8672380 10.4559044 10.3701745 10.8815381 NA NA 2.9640474 8.9333649 NA -0.7364848 13.2477630 4.3928944 9.3951342 10.9579695 7.7352866 5.4133571 12.4310297 2.0709732 NA 13.6171720 13.8972313 8.2380263 1.8485578 11.5981642 4.9132293 11.4592914 5.5673933 6.1091014 0.8485578 NA NA 1.2636354 1.5855395 15.8378644 16.2711087 11.5466999 12.7696712 -0.7364848 3.4335337 10.7261139 NA 2.2636054 9.3470909 10.7539611 NA 17.9496162 10.7342705 NA 1.2636354 -0.7364848 11.8322803 8.6708793 5.5855395 11.2655651 10.3623017 15.1145553 9.5303981 5.5303985 2.2636054 10.2678321 9.6825183 5.6898750 12.2822969 8.2236137 11.2639638 11.8956980 0.2636354 8.4057189 11.5673923 4.4335337 NA 0.2636354 5.6730023 6.0837899 9.4694049 9.5990019 0.8485578 2.0709732 NA 3.7230452 NA 10.1231464 NA 12.9326074 10.3104014 11.5877921 5.3297013 13.0006476 2.8485779 8.2887512 11.0021261 7.4534361 9.0000135 9.5098771 8.9518620 10.5570832 10.9262800 2.8485779 10.0741832 5.3080040 8.5696734 11.8741751 8.4385374 10.6527051 8.6835719 NA 11.1032091 1.2636354 0.2448300 0.2310100 0.9834900 0.2645100 -0.0478010 -0.0478010 0.2858000 0.2858000 -0.0643740 0.2660200 0.2755300 -0.4191400 -0.4147600 -0.0321780 1.0565000 0.2950100 -0.0618230 -0.0487330 -0.0402090 0.2138400 0.2353500 0.2927800 0.3365800 0.2848500 -0.0515860 -0.3166900 0.5505400 0.5505400 0.0650830 0.0000000 -0.0182760 -0.0182760 0.2494900 0.2272500 -0.0990770 -0.4359100 -0.4167400 -0.4167400 -0.4262600 -0.0442800 -0.0496950 -0.0496950 -0.0495590 0.2645100 0.2367400 0.2595100 -0.0478010 0.2858000 0.2734800 -0.0915520 -0.3993000 -0.4212300 -0.0026322 -0.0079746 -0.0079746 0.2950100 -0.0618230 -0.0530800 0.2156000 0.2138400 -0.4051800 -0.3821300 0.2967600 0.3025000 0.3326700 -0.3928600 0.3365800 -0.4049500 -0.4378900 -0.3166900 -0.3166900 -0.0488830 0.0650830 0.0650830 0.0650830 0.000 0.000 0.295 0.000 0.000 0.000 0.214 -0.404 0.297 0.302 0.302 -0.393 0.337 0.285 0.000 -0.317 -0.317 0.000 0.000 0.551 0.551 0.000 -0.315 0.227 0.227 -0.160 0.256 0.000 0.000 0.265 0.265 0.000 0.000 0.286 0.286 0.000 0.266 -0.018 0.349 0.000 0.000 0.000 0.000 0.295 0.000 0.000 0.000 0.214 -0.404 0.297 0.302 0.302 -0.393 0.337 0.285 0.000 -0.317 -0.317 0.000 0.000 0.551 0.551 0.000 -0.315 0.227 0.227 -0.160 0.256 0.000 0.000 0.265 0.265 0.000 0.000 0.286 0.286 0.000 0.266 -0.018 0.349 0.000 0.000 11.279375 NA 10.018591 6.182476 11.676446 12.059848 11.108317 11.542061 8.525706 9.167493 11.399962 11.511539 7.814358 10.604574 10.316859 10.266427 5.809116 12.282297 8.415896 11.263964 10.921823 10.177997 11.553308 12.008559 12.376214 8.465735 NA 3.263605 10.183964 9.975279 10.8732521 11.5928445 11.5251189 -0.7364848 11.3711556 11.0416887 14.5363824 8.8143585 5.9640520 7.8105061 9.0033923 9.5008216 9.9495692 7.8372589 10.4930313 8.3903160 2.0709732 10.2068589 9.4120882 6.7065554 13.6171720 NA 9.6559290 11.5466999 5.7714050 6.8258543 -0.7364848 9.7574670 0.2636354 9.5245311 10.3457606 11.2639638 11.8956980 11.2583186 11.5673923 11.7830021 3.3510770 -0.7364848 7.8206155 10.0425100 5.7554645 3.3510770 10.1231464 11.4858027 11.5877921 11.7130182 10.6612863 10.3967539 10.3114172 9.5098771 6.4827805 10.1906488 10.4534362 3.0709732 -0.7364848 6.6898764 9.3474500 9.8672380 9.0693555 6.4234824 10.3609854 4.0185007 TCGA-D6-A4Z9 59 0 NA 539 head and neck stage iva t2 n2 m0 male 2012 NA yes head and neck squamous cell carcinoma 39 1973 1 white not hispanic or latino 1 1 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.600837e-06 9.70979e-07 9.11846978 NA 10.08178633 0.50497626 4.27757568 10.16498296 4.62046325 6.13919319 9.27867572 16.27724155 6.39575861 9.07989593 8.39575818 1.72739772 9.44847874 8.76864750 5.27757568 1.92002646 3.00748258 8.65473411 -1.08008791 NA 7.86839169 5.36296777 11.23205667 1.50497626 10.52735492 10.15064560 10.65431085 11.23347456 NA NA 1.50497626 9.30528315 NA NA 13.67386813 4.47461126 9.40572311 11.10428011 6.74657344 5.76551353 12.76090088 2.72737594 NA 13.17940011 12.81834259 8.99550374 0.91998834 11.96697809 8.70067934 12.00848164 6.59244956 4.67491255 -1.08008791 NA -0.07993541 1.92002646 2.82692468 15.44971428 15.99747397 10.83104204 12.92072889 1.92002646 4.41188041 11.32968076 NA 1.72739772 9.10489984 11.29669268 -1.08008791 19.23325361 10.41438018 NA 1.24196218 0.50497626 11.65155578 8.64794512 6.16795197 11.22996416 10.58669251 15.11158511 9.91437811 5.10984945 3.50498896 10.16735881 8.04155841 4.41188041 12.14447856 9.50873922 10.79423755 11.92494730 NA 8.54755856 11.38048055 4.08994723 NA 1.24196218 4.12948086 6.54207693 9.15962313 8.96031448 -0.07993541 2.72737594 1.72739772 7.96441885 NA 10.69439985 NA 13.01385479 9.95153971 10.44896701 6.72738002 12.90346362 2.72737594 8.52550397 11.42905732 8.17741256 9.35881645 9.53284700 11.28607359 10.31448729 11.82691523 NA 10.69357599 5.31234207 8.76080243 11.74319281 8.46305634 11.40232839 8.97395044 NA 10.68531069 0.50497626 0.01084200 -0.00152430 0.41312000 0.04599100 0.02862200 0.02862200 0.02918400 0.01438200 0.16190000 0.42435000 0.42435000 -0.43225000 -0.43225000 -0.43311000 -0.00955730 -0.41014000 3.65690000 0.02890300 -0.03395900 2.37110000 -0.43496000 0.04584900 0.03524200 0.00958830 -0.42167000 -0.05932800 0.05182000 0.03326700 -0.05374600 0.00000000 0.00000000 -0.13418000 0.00138680 -0.48208000 -0.00705760 -0.01709700 0.03157700 -0.44609000 -0.44609000 -0.12534000 -0.12534000 -0.12534000 -0.42735000 0.00458000 -0.04495700 -0.04495700 0.02862200 -0.00013862 -0.00110870 -0.43789000 -0.91191000 -0.43311000 0.03608800 0.02707600 0.02707600 -0.08744700 -0.41796000 -0.45319000 -0.28940000 -0.43138000 -0.44469000 0.43024000 0.04443200 -0.11991000 -0.11991000 0.03524200 0.08710000 -0.42167000 -0.42167000 -0.05932800 -0.03657400 -0.44091000 -0.04170200 -0.56316000 -0.05374600 0.000 0.000 -0.323 -0.413 0.000 0.000 -0.435 0.430 0.000 -0.120 -0.120 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 -0.221 0.000 0.000 0.000 0.000 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.369 -0.432 0.000 0.000 0.000 0.000 0.000 -0.323 -0.413 0.000 0.000 -0.435 0.430 0.000 -0.120 -0.120 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 -0.221 0.000 0.000 0.000 0.000 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.369 -0.432 0.000 0.000 0.000 11.141914 -1.080088 9.437930 6.443587 12.005331 11.560936 10.257647 11.844095 8.478445 9.664018 10.891927 11.382782 7.925649 10.546646 11.323836 10.148843 4.500471 12.144479 8.134344 10.794238 10.678248 9.925649 10.956542 12.575539 13.031242 8.911547 NA 1.241962 9.678248 10.361413 11.39651771 12.43929229 11.27840108 -1.08008791 11.55936533 10.33629432 14.56308739 9.91012851 6.13919319 8.50310739 8.45140607 10.68116030 10.24072933 8.41187786 10.48702995 8.04672896 3.00748258 11.66359679 9.31769932 7.23290726 13.17940011 1.50497626 10.75922842 10.83104204 5.76551353 6.58536069 NA 9.98678649 NA 8.60827478 8.24195265 10.79423755 11.92494730 11.44896706 11.38048055 10.74378994 1.24196218 -0.07993541 7.71950040 9.89084960 6.51993813 6.85076193 10.69439985 11.57466065 10.44896701 12.44199305 10.62263025 9.74020357 9.44162498 9.53284700 6.85666207 10.69233923 10.03311557 2.72737594 -1.08008791 2.37945462 8.96769401 9.83291390 10.33259449 7.10984945 10.43424551 4.16795197 TCGA-D6-A4ZB 61 0 NA 376 head and neck stage iii t3 n0 m0 male 2012 NA yes head and neck squamous cell carcinoma 41 1971 0 white not hispanic or latino 2 4 NA NA 3 3 1 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5.825874e-06 1.59518e-06 8.05671357 NA 10.28852929 0.87349825 3.37599859 10.33497122 8.23689677 5.74796200 8.90507827 15.64915354 7.28288270 8.38392629 8.43573443 -0.71146425 9.79929344 8.64827884 4.80012335 2.87349825 3.93238249 8.48328615 0.28853575 1.87349825 7.84695020 7.59230977 11.22258875 3.45846075 10.76628756 10.42487969 9.81012976 10.27508250 NA -0.02444318 1.28853575 8.81647555 -0.71146425 5.06989117 13.32521810 3.74795663 9.70382746 10.81991075 7.79235498 6.74796066 12.11547496 4.24272444 -0.71146425 11.96007037 12.81844785 8.94674080 0.87349825 13.10531300 11.26649253 12.31159056 8.36801398 6.59231052 1.28853575 NA 0.28853575 0.28853575 -0.71146425 15.49325176 15.75058260 10.22737383 12.09849838 NA 2.09589067 11.29765812 -0.71146425 0.28853575 9.12773309 11.37400180 1.61046385 18.56308265 10.98549687 2.61046385 0.28853575 1.28853575 11.60452793 7.06331634 6.29975568 10.57222547 10.56813987 15.41753054 9.48328615 7.28852929 3.74795663 11.19504420 10.58315010 2.61046385 12.80187202 9.34245519 10.90645584 10.83927608 6.54591742 8.74179998 10.89261916 7.27152279 0.28853575 0.28853575 3.74795663 7.09588434 9.44840069 9.12300033 2.45846075 -0.71146425 3.93238249 7.66356878 NA 10.30185202 4.24272444 12.72237553 9.12107137 10.47030278 -0.71146425 12.74808901 6.17117279 8.23397336 10.95297663 8.12773335 9.12930723 10.25731134 11.02196838 10.82865736 9.57739540 1.61046385 11.05132655 4.81209257 9.10391249 11.06496239 8.80619869 11.54237680 8.61045757 NA 11.79086390 0.28853575 0.1288900 0.2698500 0.7156500 -0.0376260 -0.0399370 -0.0399370 0.0181030 0.0106300 0.1101600 0.1101600 0.2067600 -0.3556700 -0.3556700 -0.3624900 0.0036076 -0.3938600 0.1305100 0.0173450 0.6918500 -0.0801410 -0.0801410 0.0000000 0.0237060 -0.0476660 -0.0476660 0.0346770 0.4496900 0.0307320 0.0960550 -0.0764120 -0.1909900 0.0716780 0.1288900 -0.2706900 -0.3714400 -0.3765700 -0.3341000 -0.3341000 -0.3774100 -0.1281000 -0.1281000 -0.1281000 -0.2383800 -0.0376260 -0.1332900 -0.0644830 -0.0156040 0.0106300 0.0106300 -0.0503700 -0.3624900 0.0525250 -0.0785440 -0.4560800 -0.1428400 -0.3938600 0.1305100 -0.0488830 -0.0801410 -0.0801410 0.1653500 0.0655510 0.0000000 0.0930400 0.0930400 0.0235660 0.0237060 -0.0495730 -0.4044000 0.0346770 0.0346770 -0.2645400 -0.1190000 -0.0924160 0.0808890 -0.456 -0.143 -0.394 0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.000 -0.191 0.118 0.129 0.129 -0.334 0.187 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.110 -0.356 0.000 0.000 0.000 -0.456 -0.143 -0.394 0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.000 -0.191 0.118 0.129 0.129 -0.334 0.187 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.110 -0.356 0.000 0.000 0.000 11.1391069 0.8734983 10.0148667 3.9889664 10.6002777 11.0151690 10.0837573 11.8191795 9.1619733 9.9078322 11.8767755 11.5538513 7.0829452 10.3666801 12.2138983 11.3716762 5.6374335 12.8018720 8.7084894 10.9064558 10.5441480 10.6808468 11.9719626 13.0268306 12.4707685 10.1394975 -0.7114642 3.3759986 9.7356125 9.8564854 10.3586502 12.4199040 11.9943777 0.2885358 10.9745920 10.0291533 14.5890192 9.8930826 6.9680089 8.7983043 8.5968684 12.7174129 8.5472366 8.5004177 9.7095422 9.8238048 3.9323825 10.6031126 9.2192666 9.7126957 11.9600704 4.2885284 10.4709237 10.2273738 5.4584542 7.8238048 3.7479566 10.2021668 -0.7114642 8.5762417 9.0894293 10.9064558 10.8392761 9.9924330 10.8926192 10.3539455 0.8734983 6.6635681 7.7105943 9.3931281 9.1848617 6.7963239 10.3018520 10.8301100 10.4703028 12.1055130 10.5529719 10.9046187 8.4357344 10.2573113 7.6722337 10.7021573 9.5173479 -0.7114642 3.7121115 4.7147950 9.6628298 8.7963239 9.6646547 7.9503074 9.3918171 5.4178120 TCGA-D6-A6EK 67 0 NA 875 head and neck stage iii t2 n1 m0 male 2012 NA yes head and neck squamous cell carcinoma 72 1965 1 white not hispanic or latino 3 6 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 7 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 6 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 7 0 0 7 0 0 4 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.750861e-06 1.456468e-06 8.382155 NA 9.634492 NA 2.471266 9.452353 7.329243 5.440889 8.475014 16.995498 6.544512 7.409862 8.221690 NA 7.463729 9.932059 4.345730 6.840496 4.345730 6.278617 0.886277 NA 0.886277 1.471239 9.131852 3.586741 9.400027 9.675833 10.606544 10.125898 NA NA 2.886297 7.942612 NA NA 12.371626 3.886297 10.887004 8.421575 8.489926 3.886297 11.670934 -0.113723 NA 8.413776 11.768560 9.528351 0.886277 10.513833 10.721710 11.282369 6.056224 8.725503 NA 0.886277 NA 2.693654 3.056219 16.462104 16.840045 12.659233 10.561374 NA 1.471239 8.933423 -0.113723 NA 7.463729 11.426912 1.471239 19.020751 11.460893 NA -0.113723 NA 10.852805 7.066209 4.471259 8.739266 11.474077 14.243439 8.667659 3.886297 2.693654 12.315968 9.779601 2.208236 11.698477 8.722350 10.754350 10.522018 NA 8.750486 9.427396 2.693654 NA NA 1.471239 6.558725 7.171701 7.693654 1.886316 NA NA 5.886299 NA 10.383153 NA 14.034776 8.913957 9.444720 NA 13.605474 4.693654 5.243852 11.414754 6.731790 8.579787 9.185508 10.171702 8.440888 8.971108 1.886316 9.228374 5.530155 8.239446 9.023291 9.413776 10.895428 7.295691 NA 10.818514 0.886277 -0.00258910 0.00388540 -0.00415460 -0.00387790 0.00166420 0.00166420 0.44922000 0.44922000 0.45394000 0.44570000 0.44570000 0.00235810 0.00235810 -0.00249380 0.00374650 -0.00069303 -0.00069303 0.00000000 0.00000000 -0.01188700 -0.01188700 0.06250800 0.00819590 0.00138680 0.00138680 -0.00443120 0.00416320 0.00110930 0.10074000 0.00555290 0.00555290 0.00555290 -0.00258910 -0.00258910 0.00388540 0.00055459 0.00055459 -0.00415460 -0.00415460 0.00027728 -0.00539920 -0.00539920 -0.47944000 -0.00387790 -0.00387790 -0.01119800 0.00166420 0.44922000 0.44922000 0.45394000 -0.00249380 -0.00249380 -0.00429290 -0.00429290 -0.00429290 -0.00069303 -0.00437530 0.00000000 -0.01188700 -0.01188700 -0.00387790 0.00917050 0.06250800 -0.00497350 -0.00497350 0.00819590 0.00505720 0.00138680 0.00138680 -0.00443120 -0.00443120 0.01279500 0.07343400 0.06281100 0.05526300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.446 0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.446 0.446 0.000 0.000 0.000 0.000 9.341627 NA 8.146655 5.693654 10.641187 8.614220 10.164749 12.323531 8.320928 10.252622 11.377150 9.782632 7.973762 9.588472 11.424003 9.860714 3.858995 11.698477 8.716022 10.754350 9.564019 8.417681 10.013004 14.028104 12.519976 9.263510 -0.113723 4.134229 8.444720 8.994824 9.921098 11.154842 11.860356 2.208236 10.072414 10.828814 14.294159 9.043646 6.627766 8.320928 6.600545 12.249339 8.231483 8.834667 10.675018 8.880653 4.345730 9.025851 9.642856 8.933423 8.413776 NA 9.504685 12.659233 7.095753 7.756664 NA 9.984332 0.886277 8.248243 7.015582 10.754350 10.522018 10.519295 9.427396 10.187796 NA -0.113723 7.261339 8.784145 7.744280 2.208236 10.383153 10.131852 9.444720 13.561926 10.927274 9.593659 7.493630 9.185508 6.781117 11.542277 7.572800 4.471259 NA 8.316752 10.664311 8.784145 8.565780 6.641188 9.025851 4.208229 TCGA-D6-A6EM 65 0 NA 232 head and neck stage iii t2 n1 m0 female 2012 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 4 1 NA NA 1 1 3 1 2 1 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.01697e-06 7.975899e-07 7.8516391 NA 9.8126453 1.6228367 4.0557770 10.1502977 -0.6989977 6.0557792 7.9082227 17.3287284 5.6046733 8.4758181 8.7967476 1.8858477 8.2257049 9.6103690 5.1082484 3.1082401 11.1627550 7.2952464 NA NA 3.6228250 8.1242599 9.2594453 NA 9.7240085 9.3949702 9.9366107 10.0532732 -0.6989977 NA 0.3008851 7.4771155 NA NA 13.0931745 4.8554815 11.6910616 7.8593136 7.8631350 7.4250136 10.1697152 3.1082401 NA 9.4993377 12.2488947 8.0116991 1.3008851 5.1082484 2.1082568 10.2470678 8.4404440 6.1463823 0.8858867 NA NA 3.3883549 3.1082401 17.3677649 17.6380826 13.3099339 11.6315295 NA 0.3008851 9.0822523 NA 0.8858867 8.1017924 11.6069543 0.8858867 17.3194840 11.5036286 -0.6989977 NA 0.8858867 10.4378837 10.4993377 6.0013316 9.1298860 11.3068680 13.6254951 8.7847085 4.4301782 0.8858867 12.1359561 9.9165223 1.6228367 10.4474613 9.1322000 9.8896072 9.0406733 NA 8.9429443 9.8361679 3.2077836 NA 0.3008851 1.6228367 5.9302501 8.0953084 8.7208527 0.3008851 4.0013339 NA 5.7438354 NA 10.5676792 0.8858867 14.2294110 8.0910783 9.3923279 2.8858477 13.2797818 -0.6989977 7.1588732 11.8012366 5.5488188 8.7987446 9.8650421 6.2316302 8.7250588 9.6035316 -0.6989977 10.1926764 6.0423598 7.8361678 10.5845598 9.3750340 11.1549818 7.9229447 0.3008851 6.0151385 -0.6989977 -0.27033000 -0.27033000 0.57344000 0.00388540 0.00569190 0.00569190 0.28707000 -0.28346000 -0.20224000 0.08729000 0.09592400 0.26971000 0.26971000 0.29215000 0.29215000 0.00569190 0.00569190 0.00541390 0.01586600 -0.01119800 -0.00553750 0.14325000 0.02595200 -0.01642900 -0.01642900 -0.26432000 0.00845110 0.01419000 0.04925600 -0.27667000 -0.27667000 -0.00282640 -0.27033000 -0.27033000 -0.26420000 -0.28382000 -0.28382000 -0.28739000 -0.28739000 -0.28275000 -0.28275000 -0.28275000 -0.56306000 0.00388540 0.00388540 -0.00768580 0.00569190 -0.28346000 -0.28346000 -0.51805000 0.26971000 0.29215000 0.00000000 0.00000000 0.00000000 0.00569190 0.00083195 -0.00162590 -0.29284000 -0.01119800 -0.28135000 -0.27463000 0.14325000 -0.28168000 -0.28168000 -0.28037000 0.02595200 -0.03108600 -0.03108600 -0.26432000 -0.28020000 -0.57120000 -0.26071000 -0.26071000 -0.01832500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.275 0.143 -0.282 -0.282 -0.280 0.000 0.000 0.000 -0.280 -0.280 -0.277 0.000 0.000 0.000 -0.279 -0.280 0.000 -0.264 0.241 0.525 -0.283 -0.283 0.000 0.000 0.000 0.000 0.284 0.001 -0.202 -0.202 0.292 0.292 -0.261 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.275 0.143 -0.282 -0.282 -0.280 0.000 0.000 0.000 -0.280 -0.280 -0.277 0.000 0.000 0.000 -0.279 -0.280 0.000 -0.264 0.241 0.525 -0.283 -0.283 0.000 0.000 0.000 0.000 0.284 0.001 -0.202 -0.202 0.292 0.292 -0.261 0.000 10.103409 NA 9.230565 6.146382 9.651832 8.414635 6.684597 11.252906 7.911917 9.621693 10.976850 10.336379 8.500565 9.873593 10.851158 9.648514 4.888256 10.447461 9.546445 9.889607 10.164305 9.050762 10.448098 14.151581 13.577889 4.388355 3.001334 3.470823 9.015138 8.872645 10.7192724 11.4353189 11.3163077 0.3008851 9.5005649 11.3173527 13.3412560 7.4956496 6.5488204 8.5054638 7.4146345 10.7271574 8.9135952 8.8477871 11.0356023 8.8573988 11.1627550 9.0406733 8.8516394 9.0271106 9.4993377 2.4708232 9.1681714 13.3099339 5.5297116 7.4455513 2.4708232 9.6845970 1.6228367 8.5582806 8.6295675 9.8896072 9.0406733 10.1178763 9.8361679 10.4758183 5.4506405 4.1588702 8.8914796 12.0744440 7.7102837 4.8554815 10.5676792 10.2845988 9.3923279 12.9023152 11.3933194 10.2594453 9.2594453 9.8650421 7.4198338 11.2186376 8.4531776 5.5488188 NA -0.6989977 10.3862124 7.9803727 8.4120282 6.2781725 9.0490854 3.3008998 TCGA-D6-A6EN 71 0 NA 687 head and neck stage iii t2 n1 m0 male 2013 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 4 6 NA NA 3 3 2 3 2 2 0 0 0 4 1 0 4 0 0 6 0 0 0 0 1 0 0 0 0 0 0 2 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 6 0 0 0 0 0 2 7 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.878259e-06 1.10969e-06 7.1612569 NA 10.1134285 NA 2.3157691 9.7649157 1.3157401 5.4856909 8.1036697 16.8553575 5.7080851 7.5105237 8.4680517 NA 9.0213995 8.8294947 4.6011676 2.6377030 11.6297837 7.7123715 -0.6843178 NA 3.9007316 8.3925828 9.3381349 3.4856973 9.2136124 9.6455633 9.5300862 10.1093704 NA NA -0.6843178 7.3877658 NA NA 12.1339497 4.0162110 11.2775784 8.2553464 6.7995834 3.7080879 9.9423887 NA NA 9.8636255 11.1089639 8.2815513 NA 8.4216756 2.3157691 10.7488308 5.8235609 8.5872300 NA NA NA 3.6376914 2.4856844 16.8197865 17.5588879 12.5882510 11.3922486 NA 1.6377030 7.7833728 3.1231199 NA 7.4190551 11.2056512 NA 17.2026484 11.5068262 NA 0.3157981 NA 10.5300861 6.7833728 6.0839515 8.7467420 11.5982763 14.3493621 8.5105237 1.3157401 0.9007219 12.1217123 9.7925131 2.6377030 10.7187790 9.4591502 13.0334434 9.7346737 -0.6843178 8.6241060 9.3436730 6.7420318 NA NA 0.3157981 5.9304772 6.7166466 8.1706352 0.3157981 -0.6843178 2.3157691 NA NA 10.3485016 NA 13.4116585 8.8278359 9.4629719 3.6376914 13.7043898 3.2226500 5.6011706 11.2105847 6.6556166 7.8969675 9.4045553 6.3381356 8.1198982 10.2007006 2.3157691 10.8481229 4.1231199 7.6376950 10.1807268 8.8096225 11.9458065 7.5006419 NA 8.8741877 NA 0.00208050 -0.00581400 0.00244990 -0.00207840 0.00208050 0.00208050 -0.00733390 -0.00733390 -0.20162000 0.79646000 0.80889000 0.50950000 0.50950000 0.51211000 0.51211000 -0.00567540 -0.01483600 0.00527490 0.00527490 -0.01271300 -0.01271300 -0.03531200 0.00986690 -0.00360110 -0.00360110 -0.00595220 0.00305220 0.00305220 0.05147500 0.00541390 0.00541390 -0.00885260 -0.00581400 -0.00581400 -0.00581400 0.00000000 0.00000000 -0.01271300 0.00244990 -0.00484610 -0.00484610 -0.00484610 0.01405100 0.00069327 0.00069327 0.00069327 0.00208050 -0.00733390 -0.00733390 -0.20162000 0.10162000 0.51211000 -0.00236790 -0.00236790 -0.00236790 0.02496900 -0.01483600 0.00527490 -0.01147300 -0.01147300 -0.00166290 -0.00166290 -0.02944800 -0.00719580 -0.00719580 0.00986690 0.00986690 -0.00360110 -0.00360110 -0.00595220 -0.00595220 0.01251600 0.07096000 0.04717500 0.04717500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.796 0.512 0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.796 0.512 0.512 0.000 0.000 9.7945366 -0.6843178 9.2077936 7.6820894 10.7975665 8.4680517 7.3546858 11.1478658 6.2465050 9.4604252 10.0706544 9.5505844 8.7016295 9.4705851 10.1768539 11.5154393 1.7025689 10.7187790 9.7315088 13.0334434 10.3051615 8.9451237 11.1849752 14.1927313 13.5313758 5.2226577 -0.6843178 3.4856973 8.5154393 8.7566360 10.5553655 11.6382585 8.8393288 0.9007219 9.9846520 11.9193933 13.4119278 8.1134286 6.0022682 8.4190547 6.6011691 12.3768006 8.7023625 8.8076199 10.7808232 9.6376950 11.6297837 8.8056149 9.4373006 7.4295088 9.8636255 2.6377030 9.2075508 12.5882510 7.4398882 7.2582815 0.3157981 8.9359868 3.1231199 8.3325755 10.3669760 13.0334434 9.7346737 10.1807268 9.3436730 10.3030310 5.9881916 5.2699645 7.6103878 9.7955473 4.9881939 2.4856844 10.3485016 9.7680083 9.4629719 13.5943616 11.3422904 9.7925131 9.1845895 9.4045553 8.0504767 11.3227942 7.9881922 6.2105856 NA 2.1231364 11.5761338 8.4981615 8.3325755 6.3157673 8.8354034 3.2226500 TCGA-D6-A6EO 44 0 NA 759 head and neck stage iva t4a n0 m0 male 2013 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 2 NA NA 2 2 2 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.600837e-06 6.242008e-07 7.3994121 NA 10.7509375 -0.1188836 2.6180507 10.2719721 9.0510115 3.9685516 7.7202901 14.4912464 6.3941557 5.5999039 7.9720809 NA 9.3568201 8.3608668 4.7223895 0.6180507 10.4654228 8.1478729 NA NA 6.6315147 3.4254056 11.1554648 -1.7036894 10.8827294 10.2419337 10.8545448 10.1603103 -1.7036894 2.6836291 1.4660267 8.6858522 NA NA 12.5262947 5.2268630 9.5140818 11.0737904 9.7108094 4.3184904 12.0766639 0.2960756 NA 11.6988697 11.9871042 7.6448520 NA 11.8817909 8.3092931 11.0795317 5.1290151 3.6180507 -1.7036894 -1.7036894 NA 1.7555713 0.8811164 15.3019896 15.2816968 10.1676443 12.4910348 NA 3.4254056 11.3757755 NA 1.7555713 9.4221832 11.1317798 NA 16.9525385 8.8895152 NA 1.1034641 NA 12.0311512 7.1939698 6.9650096 10.7443333 10.9200056 14.6435206 9.8602736 4.9399788 0.8811164 10.7847174 9.7969659 3.3405195 13.9801056 9.0937857 10.2726882 10.4160379 NA 8.2604651 9.4760333 0.8811164 NA NA -1.7036894 6.8039193 9.3662450 8.9016037 1.2961343 -0.7039244 NA 2.1034641 NA 10.1992527 8.3031515 12.2311971 9.2718288 11.7084293 3.3835937 12.4772764 2.1034641 7.8196861 11.3248935 6.8391559 9.6124056 9.2285676 6.8659794 9.3459727 9.0493408 -0.7039244 7.4735434 8.6370867 5.8196861 11.3293750 6.8507132 12.8034852 8.7493948 NA 10.7226510 0.2960756 -0.0029091 -0.0051990 0.6148000 0.6229700 0.0111210 0.0031910 0.0060079 3.0322000 -0.0167040 0.5562000 0.5761200 -0.6737100 -0.6737100 -0.6737100 0.0265140 0.0081959 0.0081959 0.0000000 0.0000000 -0.0258930 -0.0111980 -0.6591000 -0.0027707 3.6569000 0.6463400 -0.0064894 0.0139110 0.0139110 -0.0679930 0.0296060 -0.6665200 -0.0169040 -0.0029091 -0.0029091 -0.0051990 -0.6658700 -0.6658700 -0.6658700 -0.6756400 -0.6811300 -0.0086162 -0.0329960 -0.6826900 0.0016642 0.0099049 -0.6797600 1.2286000 1.7612000 -0.6845100 -0.6924200 -0.6737100 -0.6737100 0.0236880 -0.0103700 0.0212790 0.0081959 0.0081959 0.0000000 -0.6859700 -0.0258930 0.0151680 0.0373590 -0.6694700 0.0256720 0.0256720 -0.0027707 -0.0027707 -0.6673500 -0.6673500 -0.0314960 -0.6612400 0.0411750 -0.0679930 -0.0679930 -0.0679930 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.659 0.000 0.000 0.000 0.000 3.657 3.657 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.652 0.000 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.556 0.556 -0.674 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.659 0.000 0.000 0.000 0.000 3.657 3.657 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.652 0.000 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.556 0.556 -0.674 0.000 0.000 0.000 10.299993 4.485948 9.958873 3.688438 14.639570 11.331086 9.121878 12.524943 9.264071 7.892314 11.660396 10.528545 6.888581 10.296476 11.599049 10.824822 5.490387 13.980106 10.183345 10.272688 10.610991 10.006069 11.354647 12.394354 13.056272 12.034850 -1.703689 5.771857 9.470426 10.560273 10.369261 11.709488 12.481696 NA 11.221493 10.723175 13.022924 8.396786 7.307351 10.343589 8.665721 11.663129 8.758391 8.655874 10.506795 9.958793 10.465423 9.545237 8.485949 7.388881 11.698870 NA 9.341201 10.167644 5.581526 6.003483 NA 9.136902 NA 8.616925 9.635417 10.272688 10.416038 10.296476 9.476033 11.829941 2.939979 NA 6.183161 8.045993 6.529744 3.505573 10.199253 11.838793 11.708429 12.477199 10.886243 10.838430 9.412468 9.228568 7.793976 10.259020 9.311539 3.618051 -1.703689 8.649271 7.958579 9.079122 8.661353 6.466050 10.599334 4.051015 TCGA-D6-A6EP 62 0 NA 424 head and neck stage iii t3 n0 m0 male 2013 NA no head and neck squamous cell carcinoma 40 1970 0 white not hispanic or latino 2 4 NA NA 2 3 1 3 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 3.606493e-06 1.075012e-06 7.1908726 3.3109508 9.3638194 2.7259810 8.6147301 10.4078110 2.1410403 5.4078116 8.5922354 13.3027861 6.2599654 9.2495489 8.5651908 NA 7.2495487 9.7146716 3.2284801 0.1410403 3.1410240 7.9927735 1.1410403 0.7259592 3.4629554 7.1068089 10.6045488 7.2337817 10.1204495 9.8552700 10.1640857 8.7222249 NA 0.7259592 6.4719418 8.4357140 NA 2.6004601 10.0613773 9.6378781 10.2158349 9.2703075 6.5756527 4.9483812 8.7222249 6.6567237 NA 10.2521600 9.2638523 7.3889515 NA 7.9675727 0.1410403 11.3413100 7.9386857 7.6956132 3.1410240 NA 4.6004541 1.1410403 0.7259592 14.7785255 14.8502488 10.9342212 12.2400434 NA 2.1410403 6.9865145 6.9419244 5.2907709 7.5963515 11.3289950 -0.8590905 14.0436821 8.9612034 5.5333422 NA 2.8414700 10.2760923 8.2625581 3.6004601 5.2148436 11.0798689 12.8521536 7.5504151 6.2907709 6.7703811 11.6745975 10.8693701 -0.8590905 7.9958926 8.5984054 10.8629780 11.1754795 -0.8590905 9.2469329 9.8054717 9.2638523 -0.8590905 NA NA 6.7776485 7.2703075 8.9158116 1.1410403 5.0952198 NA 7.0598874 NA 9.8213838 4.7848808 13.3180545 4.8897558 6.5504159 4.5333391 12.1649519 2.6004601 6.7992363 11.4246916 11.4618249 8.1881482 9.9580080 5.6801837 13.2364214 8.5117119 -0.8590905 8.4719414 10.7278641 10.2098027 10.2521600 8.8397291 12.1637389 7.5798160 0.7259592 2.4629423 NA 1.581800 -0.101970 1.153600 -0.025893 0.786970 0.933660 0.501160 0.513950 0.365830 0.365830 0.385020 -0.139360 -0.139360 -0.168150 1.412700 1.865600 1.965200 0.288970 -0.147210 -0.642640 -0.671410 -0.176390 0.170910 2.264900 -0.080275 0.066658 0.283430 0.283430 0.048546 -0.230550 -0.103290 0.858980 -0.101970 -0.101970 -0.174920 -0.702260 -0.684190 -0.681600 -0.589800 -0.698030 -0.617540 -0.617540 -0.620260 -0.016567 -0.525020 -0.187100 0.299310 0.531510 0.418120 -0.737840 -1.292900 -0.168150 -0.198750 -0.189490 -0.147340 -0.200370 -0.195250 -0.214770 -0.189740 -0.642640 -0.135740 0.724140 -0.052531 0.292150 0.292150 1.448100 0.061651 -0.101560 -0.160110 0.066658 -0.295560 0.773290 0.158580 0.158580 0.048546 -0.199 -0.199 0.746 0.746 -0.147 -0.147 -0.643 0.488 0.000 0.292 0.292 1.369 1.369 0.286 0.000 0.000 -0.296 0.000 0.851 0.219 0.219 0.773 0.158 0.321 0.000 -0.551 0.000 -0.636 -0.636 0.000 0.000 0.863 0.863 0.466 0.466 0.366 0.366 -0.168 -0.168 0.110 0.000 -0.199 -0.199 0.746 0.746 -0.147 -0.147 -0.643 0.488 0.000 0.292 0.292 1.369 1.369 0.286 0.000 0.000 -0.296 0.000 0.851 0.219 0.219 0.773 0.158 0.321 0.000 -0.551 0.000 -0.636 -0.636 0.000 0.000 0.863 0.863 0.466 0.466 0.366 0.366 -0.168 -0.168 0.110 0.000 11.554123 4.426426 10.444543 1.141040 9.990429 9.079134 1.462942 12.535085 13.089300 9.544036 10.300896 9.900080 6.360192 10.023667 9.830149 8.860413 3.632233 7.995893 11.272881 10.862978 11.183710 9.460696 12.184735 14.588849 12.274969 7.636879 1.948377 1.462942 10.421215 9.112568 8.820504 12.541637 11.412487 2.310951 10.319067 10.864259 12.430307 9.623832 8.014469 8.809909 11.007531 10.334550 7.239056 9.223173 10.203745 10.665566 3.141024 9.566240 8.992774 7.612700 10.252160 4.498576 9.887539 10.934221 6.360192 6.882491 5.185419 8.244312 NA 7.604549 10.666056 10.862978 11.175480 9.372246 9.805472 9.761244 8.035842 7.948379 7.462952 11.120450 7.305931 7.703267 9.821384 9.029768 6.550416 13.293547 10.013699 9.494171 7.855270 9.958008 9.831895 11.216504 8.892568 NA 4.567290 3.388947 9.235062 8.678243 9.427582 8.478646 9.642862 5.710881 TCGA-D6-A6EQ 57 0 NA 368 head and neck stage iva t4a n1 m0 male 2013 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 NA NA 3 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.090206e-06 6.68866e-07 9.3146093 NA 10.1813960 NA 4.5891642 9.9741782 3.6322333 4.8301742 8.7566597 16.5038338 5.4274151 7.8531105 7.7590906 NA 8.6894295 8.9897862 3.7146961 6.5220510 4.2996623 7.1446848 NA NA 8.8416876 10.1334861 10.2391294 2.8666904 10.4673558 9.6388491 10.2408695 9.6546020 NA 0.5447821 2.8666904 8.2442744 NA 1.5447821 11.8793241 5.7926992 10.0495905 9.6108606 7.5891657 5.2452104 10.0476033 5.9198120 NA 7.4027520 13.3218212 8.6054673 1.5447821 11.6897483 6.2590163 10.6552548 6.0839303 8.0525659 1.1297446 NA 0.5447821 1.1297446 -0.4552179 16.1154274 16.2987558 12.9892687 11.9568119 NA 1.1297446 10.4395892 NA 2.3521370 7.6585136 11.3645514 1.5447821 19.5815930 10.9699874 NA 1.1297446 1.1297446 10.7159483 7.3326739 4.7926992 9.4769272 11.7168864 14.9711345 8.5587919 5.5220526 3.7926992 12.4821453 10.6467471 -0.4552179 10.8973667 7.8531105 11.1488613 10.3054913 NA 8.2996591 9.8734464 7.5334559 NA 1.8667102 2.8666904 5.9198120 7.8301735 7.8576545 1.5447821 0.5447821 NA 7.0446171 NA 10.3800323 6.0839303 12.6570480 7.9774803 9.6282507 5.4274151 13.2192948 5.8301742 6.9370889 11.3744942 7.6740545 8.5391247 9.1958232 7.4335145 10.3505153 10.5047733 0.5447821 10.7240585 5.9198120 7.5447713 10.6824030 8.2029828 10.8179842 7.3195583 NA 9.5781943 0.5447821 -0.5396600 -0.0674720 0.5723700 -0.1242100 -0.5379400 0.5336200 3.6569000 0.0217440 -0.5389600 0.8300000 1.3522000 -0.5304200 -0.5342900 3.4972000 0.4730600 0.0421660 0.0421660 0.0457080 0.0193160 0.1920800 0.1920800 0.0532370 -0.0550050 0.0311550 0.0311550 -0.2363100 0.5870400 0.0600790 -0.0361290 -0.0098185 0.0333440 0.0888190 -0.0737430 -0.0737430 -0.0475310 -0.5378400 -0.5378400 -0.5378400 -0.5378400 -0.0202750 -0.0202750 -0.0202750 -0.5548700 -0.1887200 -0.2188600 -0.2061000 -0.5451900 0.0217440 -0.5181500 -0.5256300 -1.1216000 0.4730600 0.0552300 -0.5254200 -0.2472300 0.0421660 0.0421660 0.0324220 -0.5395600 -0.0728080 0.0484040 0.0484040 0.0532370 -0.0393230 -0.0399370 -0.0550050 0.0657990 -0.5286900 -0.8412500 -0.2363100 0.0093098 -0.8514600 -0.0361290 -0.0361290 -0.0361290 -0.525 -0.240 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.236 0.000 0.000 0.000 0.505 0.000 -0.240 0.000 0.000 0.000 -0.524 0.000 0.000 0.000 -0.189 -0.189 -0.538 0.000 -0.242 0.000 0.260 0.786 0.369 0.896 0.000 0.000 -0.525 -0.240 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.236 0.000 0.000 0.000 0.505 0.000 -0.240 0.000 0.000 0.000 -0.524 0.000 0.000 0.000 -0.189 -0.189 -0.538 0.000 -0.242 0.000 0.260 0.786 0.369 0.896 0.000 0.000 10.2538553 -0.4552179 8.6308546 4.1886304 10.8393921 11.3456713 7.5946202 11.3187348 9.0565242 9.7651498 10.7450570 11.2824413 6.1741287 9.4902153 11.1868231 9.4546645 4.5479248 10.8973667 7.7974372 11.1488613 10.5284777 9.4289419 11.4880188 14.2900944 12.8908696 8.4486532 NA 4.1297364 9.5220514 7.8846217 10.633560 11.953897 11.658514 2.129745 9.846268 11.604454 14.824851 9.070292 5.694518 8.408958 7.945651 12.865713 8.066332 9.000099 10.800390 9.408958 4.299662 9.524911 7.724680 7.129734 7.402752 2.866690 10.212770 12.989269 6.451663 6.326131 NA 9.835942 1.129745 7.445638 7.889067 11.148861 10.305491 10.316261 9.873446 10.364152 NA NA 7.427414 10.492408 7.364951 4.004205 10.380032 9.831329 9.628251 13.488568 11.120311 10.139096 8.886846 9.195823 8.144684 10.964732 8.383975 2.714707 NA 3.352123 10.344757 8.704643 8.749343 7.020504 9.751786 4.352123 TCGA-D6-A6ES 50 0 NA 389 head and neck stage iva t4a n0 m0 male 2013 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 NA NA 3 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 5.652485e-06 1.941958e-06 5.1549760 NA 8.9995494 NA NA 9.3710727 6.5787848 4.7974281 8.2972712 15.1076478 7.1637473 8.1811299 9.0781965 NA 6.8848885 10.2812413 1.3823906 3.3823906 3.2568597 8.5116712 NA NA 4.3209900 9.7903640 8.6892093 NA 9.3842653 8.9292824 9.8594717 10.1159684 NA NA 1.3823906 7.4663816 NA NA 11.1615602 -0.2025719 12.5477138 7.4194774 6.2236909 3.6047830 11.7432351 -0.2025719 NA 6.6047800 11.6511250 7.5918417 NA 13.7634803 7.6739422 12.4077584 6.8527080 8.6892093 NA 0.7974281 NA 1.3823906 -0.2025719 15.9148455 15.7802966 13.7837120 11.0417894 NA NA 8.2812415 NA NA 5.6800683 12.0860033 NA 17.6398434 10.5397350 NA NA NA 10.4102940 6.6303152 3.8848909 8.4633654 11.9150686 13.6894940 8.4376705 4.3209900 NA 12.8215263 9.7133049 NA 10.4943931 6.8086528 9.3131254 10.4367663 NA 9.0735501 8.9946422 -0.2025719 NA NA 4.0453556 5.6800683 7.8308485 7.0548138 NA NA NA 4.3209900 NA 8.0165938 NA 13.2278781 7.0349706 8.3443199 NA 12.1536024 NA 4.4412843 10.3776842 5.3520134 8.0828276 9.5606380 10.7095664 7.6429160 8.1057645 NA 6.1012067 4.0453556 6.7281627 9.6800687 8.3170616 10.3052202 7.4698510 NA 9.8875379 NA -0.00443120 -0.00470790 1.18350000 0.00221930 -0.00484610 -0.00484610 -0.00539920 -0.00539920 -0.68715000 0.63280000 0.66401000 -0.67976000 -0.67976000 -0.68387000 0.01084200 -0.67765000 3.65690000 0.63244000 -0.00221680 -0.00456950 0.66456000 0.01642500 3.65690000 0.02862200 0.67957000 -0.04143100 0.02595200 0.02595200 -0.07907700 0.64653000 0.00124810 -0.01409000 -0.00443120 -0.00443120 0.00708260 -0.69287000 -0.69287000 -0.69287000 -0.02082400 0.00513590 0.00513590 0.00513590 -0.67619000 0.00221930 0.00069327 0.02104300 0.00833510 -0.00539920 0.00499690 -0.68715000 -1.29290000 -0.68031000 -0.01849000 -0.01849000 -0.67453000 -0.68212000 -0.67573000 0.00875280 -0.68924000 -0.00456950 0.00866760 0.01363200 0.02174400 0.02946600 0.02946600 -0.00387790 -0.00346270 0.03651200 -0.69342000 -0.70747000 -0.03710500 0.00374650 -0.07801100 -0.07801100 -0.07801100 0.000 -0.675 -0.663 -0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.054 0.633 -0.680 0.000 0.000 0.000 0.000 -0.675 -0.663 -0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.054 0.633 -0.680 0.000 0.000 0.000 8.123855 NA 8.609154 3.119356 8.788947 7.808653 8.382388 15.455804 7.256857 8.565610 10.439477 9.206817 2.604783 9.770405 12.382388 9.432237 3.825999 10.494393 7.868888 9.313125 9.810050 7.604781 9.152777 14.187785 12.068305 3.382391 NA 3.382391 8.490913 8.016594 10.5598076 9.9098650 13.3377958 NA 9.2152782 11.2777109 13.7982178 7.3748543 4.3823906 6.8418197 5.2568559 11.3375536 7.5116712 9.6538511 10.7274236 8.5422592 3.2568597 9.2110536 8.2403692 5.9059501 6.6047800 NA 9.2278782 13.7837120 6.7516217 4.2568597 -0.2025719 9.7013073 NA 7.4627615 8.3898825 9.3131254 10.4367663 10.2711313 8.9946422 9.5439399 NA -0.2025719 7.9420840 9.0262443 5.7281627 NA 8.0165938 9.3091782 8.3443199 14.5675732 11.6096028 8.0453529 6.7861102 9.5606380 8.7192666 6.8418197 5.5253454 0.7974281 3.4978678 3.9673531 9.6600629 8.3596679 7.5722129 7.0165944 8.7192666 NA TCGA-D6-A74Q 67 0 NA 338 head and neck stage iva t4a n0 m0 male 2013 NA yes head and neck squamous cell carcinoma NA 1964 0 white not hispanic or latino 2 2 NA NA 2 2 1 2 3 2 4 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 4 0 0 0 4 0 0 0 0 0 0 0 4 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 7 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.224127e-05 4.750861e-06 7.7832366 NA 10.7500696 3.4873063 4.3803901 10.2493295 7.6967568 5.0893414 8.8536258 15.8423596 7.0679656 8.3716921 7.4580259 NA 9.2393257 9.6629423 5.1393794 3.8092292 12.3286433 7.9607196 -0.3201259 0.2649567 8.3238046 4.1393794 11.0625726 NA 10.2798615 10.2635016 10.6151137 10.1409164 -1.3201259 3.2869846 1.8498792 8.4259590 NA NA 12.6014177 4.7674112 10.2501553 10.5398716 6.7674112 5.9373373 12.5361796 -0.3201259 -1.3201259 12.2867008 11.8846726 8.7284355 3.2035144 11.7409822 5.6487300 11.5913406 7.9207399 6.5503128 1.0018743 NA -1.3201259 2.5868368 1.8498792 14.8904297 14.9882137 10.2084028 11.9495137 NA 2.7674217 10.5005265 NA 2.0018743 9.2535958 11.5551220 -1.3201259 18.5038274 9.9408681 NA 0.6799642 1.2648967 11.4400448 6.8448551 3.2035144 10.5069737 10.3102157 15.3536856 9.3336894 3.8894054 2.7674217 11.4842814 10.1872478 2.1393713 12.6750895 8.7897791 10.7540901 10.4772049 NA 9.0647323 9.8548743 3.7243447 -0.3201259 NA 0.2649567 8.0528136 8.0850900 7.8820726 3.0018743 2.5868368 3.3238024 7.9722705 NA 9.8322335 8.2554880 12.9879321 8.0202883 10.7205808 1.4872805 12.8666819 6.1556825 7.9063609 10.9854404 8.7446912 8.6643669 9.5870270 6.3803883 10.2900507 8.3976250 1.2648967 8.9514118 7.7078547 7.5533928 10.5924638 8.4331652 11.7370942 7.5564654 -0.3201259 10.0013130 0.6799642 0.0490620 0.0623140 0.1337100 0.0448060 3.3076000 -0.0148280 0.0422560 0.7084900 -0.1143000 -0.1143000 0.4122200 -0.4937500 -0.4937500 -0.4937500 0.1220600 0.6970200 -0.2558000 0.1368200 0.1368200 0.0630280 0.0112100 -0.1328200 0.0171110 1.9632000 0.0021689 -0.0941120 -0.0454130 -0.0454130 -0.0796570 -0.2373300 -0.2245800 0.2655500 0.0623140 0.0623140 0.0305400 -0.4975000 -0.4975000 -0.4975000 -0.4975000 -0.5888600 -0.2656900 -0.2966600 -0.3073700 -0.5707200 -0.5674700 -0.5879800 -0.5905200 0.6985100 0.6985100 -0.0399860 -0.4937500 0.1220600 0.0469330 0.0469330 -0.3577600 -0.5884800 -0.2558000 0.0982300 -0.6012300 0.0226740 0.1272100 0.1032800 -0.1490500 0.0063366 0.0063366 0.0200000 -0.6307700 -0.5832700 -0.5832700 -0.0941120 -0.0941120 -0.5306600 -0.1058300 -0.1058300 -0.0710840 0.000 0.000 0.000 -0.256 0.137 0.137 0.000 0.127 -0.149 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.041 0.266 0.000 0.000 -0.531 0.000 0.000 0.000 -0.375 0.122 -0.589 -0.297 0.000 -0.567 -0.556 0.000 0.000 0.656 0.000 0.000 -0.494 0.122 0.000 0.000 0.000 0.000 0.000 -0.256 0.137 0.137 0.000 0.127 -0.149 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.041 0.266 0.000 0.000 -0.531 0.000 0.000 0.000 -0.375 0.122 -0.589 -0.297 0.000 -0.567 -0.556 0.000 0.000 0.656 0.000 0.000 -0.494 0.122 0.000 0.000 10.718182 2.139371 10.056465 5.294658 10.947906 9.897264 11.214252 12.329205 9.530136 9.330103 11.162252 10.729116 7.705088 10.271471 12.202775 10.510068 5.531696 12.675090 9.292817 10.754090 10.419307 9.932614 11.977868 13.540641 12.977725 10.846426 NA 4.072269 9.482465 9.842340 10.2268431 12.3021149 10.7564302 -1.3201259 10.7500696 11.2576135 13.8992272 8.5332581 6.4010485 9.7352311 8.2074258 12.0746793 8.6123112 8.8918369 9.8561217 10.2249131 12.3286433 10.0136631 9.9426308 9.4001929 12.2867008 2.3803970 10.2835749 10.2084028 7.3345844 7.8473668 0.6799642 8.2152238 1.4872805 8.4694823 7.8623429 10.7540901 10.4772049 10.4510254 9.8548743 10.6095769 5.2946575 NA 7.7406443 9.0679659 8.5285717 3.8092292 9.8322335 10.9234202 10.7205808 12.7290314 10.4759882 10.5648823 8.1577067 9.5870270 8.9111699 10.6696979 9.4864982 3.0018743 -1.3201259 6.6341445 9.4261018 8.8979062 9.1657781 7.6572284 10.2738066 4.8296974 TCGA-DQ-5624 43 0 NA 1778 head and neck NA tx nx NA female 2007 1149 yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 3 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 3.155682e-06 9.70979e-07 9.92104233 -1.63755817 10.41485000 2.68454947 5.06306282 10.75520740 4.06306282 6.35130677 8.88520309 15.93061481 7.04912212 9.64223224 6.98100665 NA 9.30513606 7.88029125 4.82205197 7.66411800 10.81512027 7.88814231 0.36266626 NA 8.95133630 10.46754788 11.18738152 -0.05244605 11.09245476 10.32624026 10.61054911 10.69409841 -0.63733374 -0.63733374 5.25744065 8.28409071 NA NA 14.60887974 6.33990165 9.55429779 11.25611278 7.86843305 6.39604472 13.35962462 2.53254139 NA 13.85763340 13.11813514 9.17640281 -0.63733374 12.28222983 9.28123899 12.21398027 7.57451027 7.06652516 2.61055834 2.06305419 -1.63755817 -1.63755817 -0.63733374 14.49242762 14.74246834 9.74254136 12.54128645 NA 5.03504760 11.91156389 NA 1.94759136 9.88912092 10.84139121 -0.63733374 18.31957198 11.90999817 NA 1.16998912 0.68454947 12.46853012 10.07815468 4.16997309 10.50123580 10.26988781 15.80626937 9.20654262 5.94004926 4.29335577 11.46853012 10.14193060 7.25136500 12.12311495 7.72237107 10.76563361 11.61868282 -1.63755817 8.28446231 10.74172921 5.95507795 1.16998912 NA 2.82205707 6.47636386 9.73385374 9.38360149 1.36261015 1.53256632 1.36261015 5.94758434 0.68454947 10.80996318 5.38498919 13.00512464 10.01152737 10.63466813 4.26951197 13.40910619 6.73766108 8.02617981 11.12624895 10.45174100 9.09224233 9.67245610 10.76029622 10.71190284 12.00049172 2.06305419 8.24373572 6.74632620 8.16190330 12.52328091 7.40974563 12.41781929 8.65033411 -0.05244605 11.71576843 0.36266626 0.0088920 0.0218690 0.5093300 0.2001500 0.2404700 0.2638800 2.7060000 0.0036076 0.2686000 0.6543000 0.7396700 -0.0861200 -0.0861200 -0.0861200 -0.0861200 0.1946600 -0.0780110 0.2977200 -0.0378980 1.1340000 -0.1163900 -0.1236900 -0.0801410 -0.2556400 -0.2556400 -0.1062700 0.4009400 0.4009400 0.0000000 -0.0461770 -0.0461770 -0.0461770 -0.0081624 -0.6443400 0.0267950 -0.1401300 -0.1401300 -0.1401300 -0.1401300 0.0130740 0.0130740 0.0130740 0.0130740 -0.0725410 -0.3646500 0.0185230 -0.3379100 0.0036076 -0.0059522 -0.5414900 -0.0861200 -0.0861200 0.0317180 0.0317180 0.0454240 -0.2391200 -0.0780110 -0.0550560 0.0605080 -0.0985500 0.0316490 0.0316490 -0.1236900 0.0525440 0.0525440 -0.0362650 0.0376410 -0.2556400 -0.2556400 -0.1062700 0.0536640 -0.1473400 0.0000000 0.0000000 0.0000000 0.000 0.000 -0.317 -0.317 0.298 0.000 0.000 0.000 -0.124 0.000 0.000 0.000 0.000 -0.256 -0.256 -0.106 0.000 0.000 0.000 0.401 0.401 -0.147 0.000 0.000 0.000 0.291 0.432 0.000 0.000 0.000 0.000 -0.330 -0.330 0.000 0.000 -0.425 0.654 0.000 0.000 0.000 0.000 0.000 0.000 -0.317 -0.317 0.298 0.000 0.000 0.000 -0.124 0.000 0.000 0.000 0.000 -0.256 -0.256 -0.106 0.000 0.000 0.000 0.401 0.401 -0.147 0.000 0.000 0.000 0.291 0.432 0.000 0.000 0.000 0.000 -0.330 -0.330 0.000 0.000 -0.425 0.654 0.000 0.000 0.000 0.000 11.3001793 NA 9.7032674 6.9172109 11.9380427 14.1109654 11.2547849 11.5630605 9.1133286 9.5920414 10.6059652 12.1241728 7.7245657 11.3280452 11.6749374 10.2631111 5.0732890 12.1231150 9.3787333 10.7656336 10.4444379 10.4831835 10.8701685 12.7974388 12.5332509 4.2933558 0.6845495 1.8220367 9.1505241 9.9109620 11.6345223 11.6970346 10.4678754 0.9475540 11.4088930 10.5505922 14.4692449 9.6369997 6.9956168 8.5536807 8.8704162 12.8031664 7.6906909 8.2829744 10.3590951 8.3766420 10.8151203 10.6641178 7.4841551 8.9965249 13.8576334 2.0630542 10.4507473 9.7425414 5.9248647 8.1225097 1.5325663 10.0010575 0.3626663 9.2182687 11.2304795 10.7656336 11.6186828 10.9296270 10.7417292 11.0552371 1.8220367 2.7549302 8.8540137 11.2039894 7.7046963 3.7888840 10.8099632 11.4927095 10.6346681 11.8697968 10.5088721 9.9181694 9.8143479 9.6724561 7.7762494 10.0747187 10.1570375 -0.6373337 0.3626663 5.1040892 8.4174973 9.4938354 9.6229530 6.8584771 10.4104272 5.0208311 TCGA-DQ-5625 52 1 1133 1081 head and neck NA tx nx NA female 2008 NA no head and neck squamous cell carcinoma 33 1975 0 white not hispanic or latino 4 3 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 4 4 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 4 4 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 5.72184e-06 1.525824e-06 10.0018253 NA 10.4674123 2.8307826 4.7483270 9.7856302 -0.3391626 7.6438562 9.2326152 16.8609087 6.5916001 6.6832305 7.6608623 0.2458607 9.2297689 9.5427413 4.5677523 5.7588948 4.0531809 7.9182503 -1.3389801 NA 6.4552779 2.4682184 11.1014723 -1.3389801 10.0697231 10.4082165 10.5856751 11.2271545 -0.3391626 NA 1.9828020 9.7892823 NA NA 15.7598816 7.6942854 9.0456464 11.2460599 8.2192833 8.0445668 12.1454338 4.4682184 NA 13.2502797 12.2225086 9.9554834 0.6608374 10.7585656 4.8628878 11.6252035 6.5188435 7.1446786 0.2458607 NA 0.9828020 0.9828020 1.4682184 16.3015875 16.7871500 10.4710326 12.1163183 -1.3389801 4.7693856 11.1113007 -0.3391626 -1.3389801 9.5819598 11.1236205 2.3612911 18.8028861 12.2929490 NA 1.8307826 0.6608374 11.9058210 10.9514575 5.9827906 10.2883509 10.1269391 15.3879987 9.2077570 2.7483324 2.5677645 11.3060707 9.9223699 6.0007122 12.0884374 7.6776710 10.8159971 11.5932619 NA 8.4794448 10.6713907 2.9827837 -1.3389801 -0.3391626 3.4682184 7.2458255 8.7202070 9.3199665 -1.3389801 4.2154534 NA 4.3613052 NA 11.0079302 NA 12.9494403 9.6180589 10.8071131 6.2829142 13.7468744 7.6580422 7.5617294 10.9037390 6.8307877 9.7396805 10.3389786 10.0123540 9.1912690 11.2886245 1.4682184 8.4056963 6.3332878 9.2514497 11.6327654 7.9940179 12.3947253 9.2211953 -0.3391626 10.3664950 2.1202856 -0.00553750 -0.00553750 -0.02630400 -0.02219500 0.37026000 0.37026000 0.37002000 0.37002000 -0.43799000 1.09700000 1.11930000 0.36674000 0.36674000 0.37629000 0.39230000 -0.00857660 3.65690000 -0.01037000 -0.02013800 -0.02301800 -0.02301800 0.00263570 -0.00211050 -0.00802440 -0.00802440 0.00013863 0.00249690 0.00249690 0.36182000 0.37841000 0.37644000 0.37644000 -0.00553750 -0.00553750 -0.00553750 -0.01587900 -0.01587900 -0.02630400 -0.02630400 -0.01958900 0.35806000 0.35806000 0.35267000 -0.02219500 -0.02219500 -0.02219500 0.40111000 0.34890000 0.37265000 -0.43799000 -0.78176000 0.37629000 -0.01243800 -0.01243800 -0.01243800 -0.00857660 -0.01925900 -0.02013800 -0.02301800 -0.02301800 0.38138000 0.38138000 0.00263570 0.00200040 0.00416320 -0.00211050 -0.00013862 -0.00802440 -0.00802440 0.00013863 0.00013863 -0.00332430 -0.17626000 -0.17626000 0.36182000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.381 0.000 0.402 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.376 0.376 0.000 0.000 0.000 0.403 0.000 0.000 0.000 0.000 0.358 0.358 0.000 0.000 0.370 0.370 0.370 0.370 -0.438 0.659 0.376 0.376 -0.176 0.362 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.381 0.000 0.402 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.376 0.376 0.000 0.000 0.000 0.403 0.000 0.000 0.000 0.000 0.358 0.358 0.000 0.000 0.370 0.370 0.370 0.370 -0.438 0.659 0.376 0.376 -0.176 0.362 10.797533 NA 10.248992 9.440582 10.502820 10.896572 9.949729 11.176070 8.150710 10.189805 11.378967 11.401065 9.964643 10.491774 11.640645 10.452839 4.047669 12.088437 8.600442 10.815997 10.431939 10.272349 11.547512 13.634388 12.597501 7.415750 1.468218 1.245800 9.246764 8.757578 10.900461 12.039699 12.016764 0.982802 11.177548 10.128468 14.982437 8.824512 7.461763 8.617965 8.858079 12.006268 8.201959 8.676278 10.110011 8.347363 4.053181 10.705257 9.388783 8.236402 13.250280 1.982802 10.696693 10.471033 6.946265 6.677670 5.035901 10.476246 -1.338980 8.573752 10.899566 10.815997 11.593262 11.749320 10.671391 10.990098 1.982802 3.304715 8.884719 13.277124 4.889683 5.152715 11.007930 10.898073 10.807113 12.326199 11.018964 10.437707 9.304719 10.338979 6.597500 10.587900 9.638858 3.245830 NA -1.338980 9.950092 9.864822 10.290675 7.810610 10.332846 4.982793 TCGA-DQ-5629 64 1 941 516 head and neck NA tx nx NA male 2009 516 yes head and neck squamous cell carcinoma 63 1959 2 white not hispanic or latino 2 4 NA NA 2 2 1 2 3 2 0 4 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 6 0 0 0 0 0 5 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 6 9.154945e-06 3.363749e-06 8.30789387 6.77184069 11.19956395 3.24827676 3.73370141 10.26341546 1.24829194 5.46551090 8.71262088 14.71669962 8.98298873 8.01910808 8.11617551 NA 9.41318617 8.93477979 5.48094042 1.51131622 9.06718076 9.68873323 1.51131622 5.05563385 9.98839726 6.23013191 11.87581312 2.24829194 10.67370499 10.71302919 8.85560948 9.43513621 0.92637903 2.38578994 4.94871764 7.92581551 -0.07369689 4.01381061 14.07033214 3.38577614 10.11987645 12.16356109 7.01381396 5.82116936 9.76476712 4.05563818 -0.07369689 12.92423624 12.64798439 8.13092212 NA 11.50543128 7.69016075 12.43141831 4.65426940 4.51131622 1.51131622 -1.07369689 NA 2.38578994 0.92637903 14.28170152 14.14638362 9.77419141 12.56048149 NA 3.83324432 10.49810374 1.92634107 2.38578994 8.71425376 12.04188252 -1.07369689 18.50379101 9.22670359 5.52626291 1.51131622 -1.07369689 12.31947340 5.91503562 3.31866391 11.62985246 9.69701498 16.03061201 9.87617787 8.26174141 2.83323420 10.77653798 10.37084845 3.17427857 14.19817849 10.37704694 11.10501597 11.52533410 NA 8.87179499 11.10905583 7.42220608 -1.07369689 NA 2.38578994 6.60583061 10.74213467 10.16116855 -1.07369689 3.68123560 NA 4.80899248 NA 10.70524963 7.44991293 12.75874670 9.13866500 11.36332288 3.31866391 12.81690041 2.24829194 8.91787298 10.89681653 7.35680407 9.34841591 10.14910373 7.16952520 11.69742786 9.37136588 0.92637903 11.29321970 8.48859374 7.15035252 11.16922747 7.15516938 9.91148142 8.88635291 -0.07369689 11.16326222 0.51126561 0.490270 1.024100 1.718400 1.637400 0.000000 0.000000 1.071000 1.005100 0.165950 0.165950 0.165950 -0.422000 -0.422000 0.365100 -0.021098 -0.422220 -0.035312 0.610270 -0.024388 0.562050 0.562050 0.218830 3.505200 -0.415640 -0.415640 1.462700 -0.019314 -0.019314 0.273200 -0.885110 -0.424290 0.544360 0.418310 -0.352930 -0.857970 -0.434090 -0.424500 -0.423420 -0.423420 -0.408930 -0.412560 -0.404180 -0.423260 -0.422870 -0.422870 -0.422870 0.000000 0.802080 0.228540 0.165950 -0.422000 -0.430940 -0.218120 -0.218120 0.182830 -0.422220 -0.035312 -0.458860 -0.158600 0.601420 -0.142580 0.485090 0.181920 -0.071338 0.440370 0.316910 0.038347 -0.415640 -0.415640 -0.061958 0.277580 -0.428000 -0.434960 -0.434960 0.336910 -0.054 0.164 -0.387 0.000 0.600 0.000 0.562 0.485 0.219 0.000 0.000 -0.444 0.000 -0.416 -0.416 0.000 0.000 0.169 0.577 0.000 0.000 -0.428 0.520 0.451 0.451 -0.371 0.000 -0.414 -0.414 0.808 0.385 0.000 0.000 0.868 0.868 0.166 0.166 -0.401 0.000 -0.066 0.337 -0.054 0.164 -0.387 0.000 0.600 0.000 0.562 0.485 0.219 0.000 0.000 -0.444 0.000 -0.416 -0.416 0.000 0.000 0.169 0.577 0.000 0.000 -0.428 0.520 0.451 0.451 -0.371 0.000 -0.414 -0.414 0.808 0.385 0.000 0.000 0.868 0.868 0.166 0.166 -0.401 0.000 -0.066 0.337 10.912904 NA 10.498075 5.821169 12.125410 12.927488 9.589019 13.296425 9.202476 9.418204 13.633710 12.391407 6.746530 11.794981 9.823440 10.685407 4.805814 14.198178 9.620709 11.105016 10.716292 10.607150 10.917164 12.885787 13.017337 11.992609 NA 4.174279 9.100028 10.730482 9.95425710 12.49169123 10.30464599 -0.07369689 11.49691842 9.63629653 14.77068837 9.52997746 7.27507970 9.26062438 9.63801807 11.80286807 9.85901616 7.99244046 9.86077910 9.49050054 9.06718076 10.92670332 9.23013191 7.08622223 12.92423624 3.17427857 10.61241388 9.77419141 6.11617551 4.88054840 4.17427857 8.78743802 NA 9.62765754 10.45773258 11.10501597 11.52533410 10.56840279 11.10905583 11.44007874 NA 8.20480049 7.96527002 9.69122269 7.07609835 5.51131306 10.70524963 11.58990924 11.36332288 11.57583187 9.44991313 11.10377064 8.35051758 10.14910373 9.11493983 9.79979530 10.88960845 2.83323420 NA 4.13580572 7.76851253 9.71180358 10.20886045 8.71588479 10.01976862 3.31866391 TCGA-DQ-5630 73 0 NA 1030 head and neck NA tx nx NA male 2009 477 yes head and neck squamous cell carcinoma 5 1958 1 white not hispanic or latino 3 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 2.21938e-06 6.588786e-07 9.9815309 NA 10.4333683 5.6825958 6.4342846 9.7909427 1.3972006 7.1114404 8.5350397 17.6649964 6.7310950 8.7473971 7.6545823 -1.1877072 9.7605995 7.6131323 5.7191232 5.7547459 3.9415195 7.9102644 0.3971458 NA 10.5273362 11.9659426 9.9626142 2.8996977 10.0999446 9.8366794 10.7217504 11.1071402 -0.1877072 -1.1877072 4.4269423 8.9312901 NA NA 13.9713940 7.4740101 9.6638953 10.4324521 8.3610542 7.3040857 11.4486303 2.7191177 NA 10.7848531 12.2993186 8.4632840 1.1341552 12.1013866 5.2024882 11.2486835 6.0601598 6.6702129 2.7191177 NA -1.1877072 0.8122107 NA 16.9102999 17.1928502 10.5837217 11.2379727 2.2716647 5.4121447 9.7123444 1.9821448 2.8122312 8.7751283 11.1492966 2.3569607 18.4006596 11.5982976 NA 3.2045477 1.3972006 11.4740103 10.2808562 5.8009180 9.6152897 10.9790230 14.2506018 9.1228451 6.4560882 4.3357976 11.4724511 9.5126719 5.3820862 12.3432347 8.3160579 9.1807386 10.4520252 -0.1877072 8.4722282 10.0784332 6.1068529 NA -0.1877072 3.1341552 6.4917120 9.1386617 9.5762744 -1.1877072 3.1341552 -1.1877072 7.2839079 NA 11.0512340 5.4560899 12.9026755 8.0689362 10.4070234 4.0976361 13.5011928 6.2551759 8.4102847 11.5247592 8.3571966 8.7895121 9.6851072 9.9485826 12.2794557 10.8736034 2.2716647 9.1296449 6.6702129 9.7880803 11.0866104 8.0241207 11.8781532 8.6292160 2.2716647 10.3362842 1.6196008 3.3781e-03 5.3839e-04 1.1614e-01 4.6668e-01 4.4198e-02 4.4198e-02 1.7216e-03 2.1287e-03 -2.4930e-01 2.3308e-01 2.4145e-01 -7.4765e-02 -7.4765e-02 -7.4765e-02 -7.4765e-02 -3.6770e-04 -3.6770e-04 8.8012e-04 8.8012e-04 8.7729e-02 8.7729e-02 4.7672e-03 -3.2763e-03 -1.8051e-01 -1.8051e-01 -7.0096e-03 4.8153e-05 4.8153e-05 -6.7333e-03 5.8792e-03 0.0000e+00 0.0000e+00 5.3839e-04 5.3839e-04 5.3839e-04 -2.3834e-01 -2.3834e-01 -2.3834e-01 -2.3834e-01 6.5992e-02 6.5992e-02 6.5992e-02 6.5992e-02 -1.2234e-01 -1.2234e-01 -1.2234e-01 4.4198e-02 2.1287e-03 2.1287e-03 -2.4930e-01 -7.4765e-02 -7.4765e-02 -8.9816e-02 -2.0502e-02 -2.0502e-02 9.7760e-03 -3.6770e-04 8.8012e-04 -2.2928e-01 -2.2928e-01 -6.8349e-02 -6.8349e-02 4.7672e-03 -4.8431e-02 -4.8431e-02 -3.2763e-03 -3.2763e-03 -1.8051e-01 -1.8051e-01 -7.0096e-03 -7.0096e-03 -4.5215e-03 -7.2510e-03 -7.2510e-03 -6.7333e-03 0.000 0.000 0.000 0.000 0.000 0.000 -0.229 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.238 0.116 0.000 0.000 0.467 0.344 0.000 0.000 0.000 0.000 -0.016 0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.229 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.238 0.116 0.000 0.000 0.467 0.344 0.000 0.000 0.000 0.000 -0.016 0.233 0.000 0.000 0.000 0.000 10.5482113 NA 8.7073529 7.9285764 11.0869016 10.3672958 11.4699973 11.5395146 9.4614885 9.4102847 9.9363535 10.9233679 9.0350272 10.3653815 9.9594372 10.9276011 3.6313837 12.3432347 7.8511512 9.1807386 9.5595861 9.7100777 10.5482113 12.9481042 12.2273138 6.3820879 -0.1877072 1.6196008 8.7576760 8.7895121 10.8897156 11.5756521 12.1232710 0.8122107 10.4921521 10.3377530 13.4978549 7.1829197 6.8511519 8.7751283 8.3080873 12.3312542 8.1431939 8.7923719 10.6895164 8.6308146 3.9415195 10.0174146 8.5486343 7.8756271 10.7848531 3.0601512 10.5795891 10.5837217 6.0601598 6.1520820 1.1341552 9.8702240 -0.1877072 8.2940316 9.5837218 9.1807386 10.4520252 11.4978571 10.0784332 10.8590152 5.0216840 0.3971458 8.1822002 11.3075876 7.8943813 3.9821539 11.0512340 10.4329103 10.4070234 11.7751283 10.8380639 10.7725962 9.4306177 9.6851072 8.0976345 9.9056498 10.6852918 2.8122312 -1.1877072 8.0530233 10.1819877 9.0314007 9.0350272 7.0168038 10.2442521 5.4560899 TCGA-DQ-5631 52 1 548 548 head and neck NA tx nx NA male 2009 540 yes head and neck squamous cell carcinoma 23 1972 1 white not hispanic or latino 1 7 NA NA 1 1 2 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2.062337e-06 8.639519e-07 10.68114202 NA 10.64586753 1.24774527 4.64008294 11.24959561 NA 4.85657244 8.36566804 14.92119577 7.29434321 7.25675405 7.69402142 NA 9.70103592 8.25675405 5.27456359 5.89162090 8.75872724 9.91771324 0.24780602 NA 8.95166880 6.54788934 10.47441820 4.35210171 10.49830054 10.21297234 10.73981866 10.84376853 -0.48924058 0.24780602 4.24776805 8.04942820 NA NA 14.60721281 7.82821203 8.65035099 11.10434636 6.63664347 5.65375654 11.89385586 3.41769052 -1.07430434 14.43973432 12.24006631 8.87930602 0.92584755 8.97636593 5.88792244 11.49117728 7.30954184 2.97022786 2.17376707 -2.07400058 NA 1.73318077 0.24780602 13.87629825 14.52414673 10.57644013 12.61457919 NA 5.77132835 12.18071811 -2.07400058 1.83272802 9.22961796 10.61583513 NA 18.03069131 11.73329269 NA 2.44940290 -0.07415245 12.50155362 8.47658380 1.92584755 11.50470276 9.79157040 15.61728085 9.58627874 8.47658380 3.78382331 11.23829468 9.79581645 6.68405989 11.55655132 6.26568630 9.67151152 11.50255766 NA 8.36981673 11.00931645 6.31815412 NA NA 6.52946335 6.35210171 9.75912254 9.63060532 -1.07430434 1.24774527 NA -0.48924058 NA 10.52132777 6.58761552 12.75154128 9.92153720 11.78769948 7.62974056 13.18001688 7.84618990 8.44939919 11.10885210 10.37214506 10.08822841 10.41839385 5.07558397 10.96937710 11.20225235 1.24774527 9.98518162 6.07049452 8.99394348 12.68051589 8.50891982 12.05189623 9.28228921 -1.07430434 5.38526881 0.24780602 -0.00762050 0.00388540 0.51682000 1.24880000 0.02820000 0.02820000 0.22052000 0.25449000 0.32302000 -0.10117000 0.66346000 -0.42484000 -0.41408000 -0.41408000 -0.39185000 -0.00912860 1.10220000 -0.39441000 -0.02276600 0.46778000 0.50550000 0.51560000 0.05466000 1.47860000 0.00000000 0.04079800 0.02216400 0.85838000 0.23041000 0.04639300 0.01954200 -0.02041200 -0.00762050 -0.00762050 0.00152550 -0.41718000 -0.41718000 -0.41466000 1.84800000 -0.00027724 0.12447000 0.12447000 -0.30710000 -0.40692000 -0.40692000 -0.41505000 0.02820000 0.25449000 0.25017000 -0.55678000 -0.41408000 -0.39185000 -0.43306000 -0.18270000 -0.34096000 -0.00912860 1.10220000 0.02062300 0.18531000 0.18531000 -0.00166290 -0.40163000 -0.39744000 0.40844000 0.40844000 0.05466000 -0.37617000 0.00000000 0.00000000 0.04117500 0.06065100 -0.01064600 -0.29423000 -0.28489000 0.22355000 -0.384 -0.384 0.000 1.102 -0.372 0.000 0.185 -0.405 -0.385 0.027 0.408 0.000 0.000 1.199 0.000 0.000 0.000 0.000 0.000 0.000 0.836 0.000 -0.397 0.000 0.000 -0.417 0.064 0.000 0.000 0.842 -0.407 0.000 -0.410 0.263 0.263 -0.398 0.000 -0.392 -0.392 -0.140 0.145 -0.384 -0.384 0.000 1.102 -0.372 0.000 0.185 -0.405 -0.385 0.027 0.408 0.000 0.000 1.199 0.000 0.000 0.000 0.000 0.000 0.000 0.836 0.000 -0.397 0.000 0.000 -0.417 0.064 0.000 0.000 0.842 -0.407 0.000 -0.410 0.263 0.263 -0.398 0.000 -0.392 -0.392 -0.140 0.145 10.4640261 1.3852654 9.5446401 5.4880811 12.1899131 12.6156653 10.2877809 11.4806658 9.0133001 8.2855867 11.7791467 12.9007894 7.1255096 10.7149632 7.3625488 10.2333226 6.2504671 11.5565513 9.8923426 9.6715115 10.4151834 10.8396615 9.9875458 12.6429491 12.0744726 1.9258475 -0.4892406 2.6807294 9.3035899 10.4847361 11.36916922 12.05028160 10.70268135 0.24780602 11.50762613 10.81913862 14.39676476 6.33522776 6.08065553 8.38526881 9.63190131 10.62584324 9.19018593 8.84395496 10.70637687 8.99528693 8.75872724 10.52598232 8.55428263 8.28338890 14.43973432 -0.07415245 10.07336008 10.57644013 6.59472171 5.85064943 -2.07400058 10.09795205 0.51075942 9.73037146 9.86651780 9.67151152 11.50255766 11.74401982 11.00931645 11.72784853 4.35210171 3.31815774 8.09935202 10.00632159 7.20660806 3.09575567 10.52132777 12.18285657 11.78769948 11.70637691 10.27539485 10.83084799 10.28201392 10.41839385 7.75079607 10.26818968 10.36566804 -2.07400058 NA 0.51075942 8.48251556 10.18234072 9.46208443 7.82368250 10.09576213 5.99192540 TCGA-DQ-7588 66 1 427 NA head and neck NA tx nx NA male 2010 NA no head and neck squamous cell carcinoma 45 1965 1 white not hispanic or latino 2 3 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 3.01697e-06 1.040335e-06 7.6914923 NA 9.8261709 NA 0.7607745 9.5429340 -1.2392255 0.3457370 8.8977459 15.2366781 5.6914923 6.6249402 8.2303966 NA 9.3690095 8.9811331 4.5118981 -0.2392255 -1.2392255 8.4367120 NA NA 4.2526049 9.1627007 10.3690096 4.3153416 10.9415963 10.5975941 10.5009571 10.2140253 NA NA 0.7607745 7.3573919 NA 2.0826685 14.4699732 2.4611880 10.1764964 10.3186970 5.0275433 2.3457086 12.4121428 1.5681294 NA 13.6155744 12.0808501 8.5793371 NA 10.6922309 7.6048638 10.8034401 4.4046102 3.6676424 NA NA NA 2.8482173 0.7607745 14.0762228 14.6420953 11.4196356 12.7699710 NA -1.2392255 9.2960301 NA NA 7.2764548 10.5717279 NA 19.2537384 7.1616338 NA NA NA 12.1043569 4.0461592 2.8482173 9.5056895 11.2316678 16.2889570 9.6038906 6.8744970 0.7607745 11.8526859 10.5845200 1.3457370 12.2138774 8.9218867 10.7153146 10.9539720 NA 8.4296398 10.4707002 5.9105024 NA NA 2.4611880 6.2843161 7.9702083 7.7522763 NA -0.2392255 -1.2392255 7.5968047 NA 9.8241498 5.9003065 13.2048637 9.4586953 10.6889030 3.9702095 13.1851835 1.7607745 8.0438432 11.0696626 7.7178567 9.2078380 9.8633866 4.5156431 6.9206256 10.8813167 1.3457370 5.9206268 2.3457086 8.3018515 10.7726808 8.8214507 10.8774236 8.6570872 NA 8.7635696 -0.2392255 0.141950 0.141950 -0.114790 0.790310 0.045175 0.045175 0.167490 0.241250 0.727210 0.727210 0.727210 -0.556550 -0.556550 -0.545700 -0.036632 0.207360 3.656900 2.018100 0.218250 0.231980 0.204000 0.178630 0.125090 0.523150 -0.141520 -0.241280 0.159990 0.159990 0.338240 0.138460 0.231520 -0.156760 0.141950 0.141950 0.106170 -0.534570 -0.534570 -0.546070 -0.546070 -0.562440 -0.101620 -0.101620 -0.103650 -0.119110 -0.119110 -0.134160 0.036464 0.309410 -0.562040 0.727210 -1.292900 0.025284 -0.165830 -0.165830 -0.172950 0.183930 -0.552140 0.218250 -0.559400 -0.559400 0.231830 0.231830 0.195510 -0.608130 -0.608130 -0.229910 -0.618990 -0.141520 -0.141520 -0.241280 -0.241280 -0.197450 -0.560100 -0.519250 0.325020 -0.166 -0.166 0.207 -0.552 0.225 0.225 -0.559 0.232 0.179 0.113 0.113 -0.105 0.125 -0.142 -0.142 -0.241 -0.241 0.138 -0.014 0.160 0.160 -0.158 0.000 -0.052 0.142 -0.535 -0.115 -0.102 -0.102 0.000 -0.119 -0.525 -0.525 0.225 0.225 0.727 0.727 -0.546 0.000 -0.552 -0.227 -0.166 -0.166 0.207 -0.552 0.225 0.225 -0.559 0.232 0.179 0.113 0.113 -0.105 0.125 -0.142 -0.142 -0.241 -0.241 0.138 -0.014 0.160 0.160 -0.158 0.000 -0.052 0.142 -0.535 -0.115 -0.102 -0.102 0.000 -0.119 -0.525 -0.525 0.225 0.225 0.727 0.727 -0.546 0.000 -0.552 -0.227 10.721119 NA 9.235921 4.118310 13.119337 12.166557 10.602712 10.834562 8.122699 9.296030 12.574035 11.777041 6.100606 11.842072 10.998562 9.513972 5.589844 12.213877 8.592062 10.715315 10.744817 10.433180 10.810603 13.465074 13.428033 6.468114 NA 3.760753 9.165896 10.475000 11.9683792 12.4677903 10.6661417 NA 10.9922759 12.1018565 15.1030543 9.2665664 4.8051480 9.3008829 8.1422975 10.7969283 10.4792705 8.3268088 11.1368801 9.7969283 -1.2392255 10.4758587 8.4314111 2.6676424 13.6155744 0.3457370 10.0967033 11.4196356 5.7831213 2.2201752 -1.2392255 9.6326599 NA 8.8051489 9.2129960 10.7153146 10.9539720 11.6082036 10.4707002 11.6905679 NA -1.2392255 6.9895739 8.6691473 3.8051480 3.1530757 9.8241498 11.8851992 10.6889030 13.0412355 11.2369946 9.8692792 8.6646364 9.8633866 8.0110533 10.4082132 10.0275413 NA NA -0.2392255 5.2840032 9.7768666 9.8660085 7.8322172 9.2150541 3.9702095 TCGA-DQ-7589 70 0 NA 1409 head and neck NA tx nx NA male 2010 NA yes head and neck squamous cell carcinoma 100 1955 NA white not hispanic or latino 2 4 NA NA 2 2 2 3 3 2 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 1.005657e-05 3.363749e-06 9.8967756 -1.8185794 10.7096966 1.1812298 4.8105973 10.2132882 8.1368922 4.0392261 8.9918140 14.1831124 7.7126240 9.0423294 7.7319890 NA 8.9576755 8.2700308 6.3661176 3.1354364 4.1585228 9.3549195 -0.2337865 -0.2337865 10.1595954 6.1060551 11.5528830 -0.8188338 10.1907213 10.7570181 10.3642575 9.2405870 2.3511760 -0.8188338 5.6810894 8.6199199 -1.8185794 NA 13.1234820 5.2897681 9.3156688 11.9316354 7.4986554 7.8142377 11.5566893 5.8178662 2.5031706 12.6248983 13.0009725 8.5895721 NA 12.1746232 10.1161386 11.8371085 7.0423292 5.1699290 NA NA 0.7662135 2.1812298 0.1812934 13.1536385 12.7443410 10.2560530 12.7454515 NA 3.7959539 10.7746336 0.7662135 0.5031452 9.4148622 11.2434573 NA 17.9323337 9.0030164 NA 3.0881246 5.3611507 12.5104081 7.2419384 2.8250936 11.1005658 9.9066088 15.4294202 9.6054088 7.0046093 3.2256297 11.2426136 10.7322297 3.6075079 13.1128554 8.7194313 12.0290828 11.1116102 NA 9.0149232 11.3365351 8.7820845 NA NA NA 6.7662055 9.7252410 10.8710221 -0.8188338 NA 0.5031452 9.5448298 NA 10.4881586 7.5497492 12.8294315 9.5759571 10.8112820 3.0881246 13.1188921 5.4850242 9.1699273 10.6401617 9.6493573 9.7038240 10.3084404 8.4515379 12.8788074 10.0718868 3.1354364 11.1702821 9.5238728 9.4712612 11.9496336 8.4884431 10.9174329 9.1513484 NA 10.6723440 -1.8185794 0.5396000 -0.0011087 1.7568000 0.4196500 0.4151300 -0.3038100 0.7648500 0.7648500 -0.3638600 0.4437600 0.4437600 -0.8687600 1.0088000 -0.0355850 0.5732600 -0.1623200 3.6569000 0.1792000 0.1414700 -0.1360000 -0.1360000 0.5192600 3.6569000 -0.0618230 1.3147000 -0.3757200 -0.1273300 0.1156500 0.0282000 -0.3298200 0.1199100 -0.1931200 -0.0011087 -0.0011087 -0.3418200 -0.3530600 -0.3533800 -0.3472100 -0.3472100 -0.2527300 -0.3103800 -0.3103800 -0.3042800 -0.1614100 -0.1614100 -0.2043000 -0.2498200 0.3724900 0.4782400 -0.3638600 -1.2929000 -0.3560100 0.1297700 0.1297700 -0.1908700 -0.2797700 -0.3411300 0.1414700 -0.1360000 -0.1360000 0.5346700 0.5346700 0.5192600 -0.3330600 -0.3330600 0.0353830 0.2551100 -0.3152900 -0.3415700 -0.3757200 0.0000000 -0.0753450 0.0659420 0.0659420 0.0111210 0.130 -0.061 -0.126 -0.284 0.179 0.179 -0.136 0.535 0.519 0.000 -0.333 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 0.120 -0.012 0.116 0.000 0.827 0.540 0.540 -0.347 0.174 -0.304 -0.304 0.258 -0.161 -0.250 -0.250 0.765 0.372 -0.364 0.444 0.000 0.000 0.000 0.000 0.130 -0.061 -0.126 -0.284 0.179 0.179 -0.136 0.535 0.519 0.000 -0.333 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 0.120 -0.012 0.116 0.000 0.827 0.540 0.540 -0.347 0.174 -0.304 -0.304 0.258 -0.161 -0.250 -0.250 0.765 0.372 -0.364 0.444 0.000 0.000 0.000 0.000 11.5689906 -0.2337865 10.2092556 5.5387958 10.4371563 11.7990256 10.9956246 13.5721167 10.9442473 9.9768763 12.9424820 12.6730956 7.4781588 10.8130425 11.0438799 11.3984429 5.0792074 13.1128554 11.5442821 12.0290828 10.8933395 10.2763097 11.5489971 12.6564534 13.3441451 12.6071140 -0.8188338 2.6406672 9.9415467 10.0933834 10.9089502 12.4995734 11.3599073 0.1812934 11.3528884 10.1123493 15.0501235 10.0465891 8.1164074 9.9294354 9.0054056 11.7446771 10.3714438 8.4827386 9.8532258 9.7899594 4.1585228 11.2151816 10.5338377 6.3611507 12.6248983 2.1812298 10.6733460 10.2560530 4.9494275 4.5031706 1.8816646 9.6488481 -1.8185794 9.3448922 11.1270521 12.0290828 11.1116102 10.9859785 11.3365351 10.9315307 2.9885938 7.7126240 9.5342735 9.6994038 5.8677433 5.3207951 10.4881586 12.0179832 10.8112820 12.1495493 10.3698313 10.4830244 9.0858771 10.3084404 7.7624432 9.3021282 10.9502538 -0.8188338 -0.8188338 7.3486609 7.9008366 10.3521065 10.0847478 7.4804501 11.0792770 5.1812417 TCGA-DQ-7590 51 0 NA 1413 head and neck NA tx nx NA male 2010 NA yes head and neck squamous cell carcinoma 0.5 1974 NA white not hispanic or latino 3 5 NA NA 2 4 3 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.283079e-06 5.895229e-07 11.8894123 -1.2747387 10.1079151 2.1847246 4.3102529 10.4963678 5.8442325 7.6140340 8.1515560 16.2642681 7.0828431 7.8494126 8.4378182 NA 9.5326460 9.4532116 5.0651414 6.6018079 10.4553366 8.5925699 2.1847246 NA 9.9052001 10.0634703 11.2673556 NA 9.6670723 10.1898368 11.0008336 10.6033420 NA 0.7252613 3.4257278 8.3317334 NA NA 13.3755014 5.6321810 9.3734240 11.1269706 9.0595643 6.5454696 11.0648627 3.6321868 NA 12.9809836 12.5880253 8.4498048 0.3102238 11.9027106 4.0786184 11.3997040 5.0651414 7.5261909 -1.2747387 NA -0.2747387 -1.2747387 -1.2747387 15.1443130 15.5809988 10.2741130 12.8004359 1.7253049 4.0106903 11.7930615 6.7859873 3.9347429 9.5366657 11.5243703 4.0106903 18.2880836 13.6324634 NA 2.7252831 1.8952251 11.5764545 8.3509997 4.9920795 10.8683809 10.2946720 14.5339285 9.2000109 3.3102529 6.1599198 10.5326460 9.8864229 6.5644955 12.1263039 11.6407970 12.8160668 11.3514564 -0.2747387 8.7025710 11.5484593 7.8571481 NA NA 2.8127446 7.1431434 8.4701248 11.2772396 2.0472243 3.3691454 0.7252613 8.6094617 NA 9.2932472 2.4257278 13.1035859 10.0361196 10.5004898 1.3102819 13.5441728 6.7139762 8.2913452 10.7788776 9.3772396 9.3564680 11.0926758 5.2488536 11.3277580 10.1159974 -0.2747387 11.6227584 6.6140340 8.7832828 11.7554409 8.1703057 12.2805991 8.4309233 NA 10.5241678 1.5326661 -0.01028000 -0.01028000 -0.00581400 0.56654000 -0.01298900 -0.01298900 0.00097064 0.00097064 -0.00059643 -0.00059643 -0.00059643 0.02665400 0.02665400 0.02665400 0.02665400 0.01028500 -0.57634000 0.00416320 0.00416320 -0.58314000 0.00444110 0.02673500 0.02581200 0.57101000 0.56170000 0.01950300 -0.57378000 0.07858200 -0.06249500 0.01042400 0.01042400 -0.00027724 -0.01028000 -0.01028000 -0.01028000 0.00388540 -0.00581400 -0.00581400 -0.00581400 -0.00843850 -0.00843850 -0.00843850 -0.01601700 0.56654000 0.55510000 0.57006000 0.00805670 0.00097064 0.00097064 -0.00059643 0.02665400 0.02665400 -0.56962000 -0.56962000 -0.91274000 0.01028500 -0.57634000 0.00416320 0.00414980 -0.57792000 0.46314000 -0.57457000 0.02834100 -0.56376000 -0.56376000 0.02581200 0.02581200 0.56170000 0.56170000 0.01950300 0.00574130 0.02230400 -0.03463100 -0.04448200 -0.07198900 -0.570 -0.570 0.000 -0.576 0.000 0.000 0.000 -0.575 0.000 0.000 -0.564 0.000 0.000 0.562 0.562 0.000 0.000 0.000 0.000 -0.574 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.567 0.567 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 -0.570 0.000 -0.576 0.000 0.000 0.000 -0.575 0.000 0.000 -0.564 0.000 0.000 0.562 0.562 0.000 0.000 0.000 0.000 -0.574 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.567 0.567 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.695397 NA 9.827181 9.070696 8.854574 11.305071 11.181900 10.871860 9.941431 11.171599 10.542674 10.412229 10.240991 10.373199 10.427897 11.906754 4.354353 12.126304 10.987973 12.816067 10.723176 10.885162 10.987092 12.523341 12.520113 11.294435 1.532666 5.466758 9.505010 10.194424 10.4126667 11.1447246 12.9812048 2.6321751 11.4384627 10.9197401 14.6220463 8.8311996 10.6109874 8.9396101 9.4701248 12.4587301 9.7547578 8.8007702 10.5265953 9.5629190 10.4553366 10.1084553 9.6344341 8.0916131 12.9809836 5.1176078 9.5676415 10.2741130 5.9826788 8.4951291 0.7252613 10.3252039 NA 9.4785077 10.4330815 12.8160668 11.3514564 11.2827547 11.5484593 11.4014686 NA 1.0471894 9.1893363 11.7335446 7.2131314 3.4801746 9.2932472 11.0210600 10.5004898 12.2438213 10.8117590 10.4455353 10.4789257 11.0926758 7.8047757 10.2503225 10.6291729 3.7252940 -0.2747387 9.4352364 11.0234224 10.0415726 8.9541096 7.7054306 9.4984302 5.4532114 TCGA-DQ-7591 62 0 NA 622 head and neck NA tx nx NA male 2011 NA yes head and neck squamous cell carcinoma 20 1963 NA white not hispanic or latino 3 5 1 2 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.075012e-06 3.467782e-07 10.97262223 NA 10.79236572 NA 3.02171068 11.22993623 2.34363522 7.42684339 9.31976446 16.33026308 7.90434500 7.16635995 8.40324471 NA 9.95539244 9.49337714 5.90434440 7.36155169 11.19818668 10.03013051 3.34363522 NA 6.50551783 9.51255263 11.69434818 0.02176397 9.56182998 10.51655742 11.23419826 10.38419360 NA -0.97823603 3.19162581 8.84737624 NA 0.02176397 12.56751099 9.49134365 11.13530726 11.80285660 10.31172073 4.72214357 9.84028399 7.68347961 -0.97823603 11.86777985 12.78501798 9.08104637 4.82905799 12.90023179 0.60663173 11.26487581 4.54526414 7.69765916 -0.97823603 NA -0.97823603 0.02176397 -0.97823603 15.47617642 15.97283513 10.17904881 13.78776483 1.34363522 4.10916830 10.81611775 4.54526414 2.02169292 10.77157126 11.04718752 2.73978331 17.66626231 12.58489811 1.02169292 1.60667910 6.81611711 11.92483054 8.29549759 4.72214357 11.60181670 10.92332303 14.95472392 9.58012249 7.84506910 6.91044486 10.90090220 10.66375350 7.40971932 12.40020942 12.80500706 13.00923235 11.29782626 -0.97823603 9.15227242 11.38911660 10.27495838 1.34363522 0.02176397 5.19162581 7.73594723 9.27200032 9.98964853 4.34362812 3.92858825 NA 9.10251930 1.60667910 11.30883706 1.60667910 13.79432572 10.00107697 11.54893449 1.82903769 12.97398808 4.74962008 9.13153238 10.75514095 10.22504990 10.39836993 10.99896389 5.04407057 8.74621567 9.35149826 3.02171068 11.43241819 5.67991355 8.35037658 12.68936783 7.47291256 12.30811521 8.97444298 2.72213810 10.09517401 3.02171068 -0.00738090 -0.00738090 0.65185000 0.00000000 -0.71292000 -0.71292000 0.01377200 -0.00069303 -0.00360110 -0.00360110 -0.00360110 0.02904400 0.02904400 0.02904400 0.07498400 -0.00897810 0.00097064 3.65690000 -0.08067400 0.80072000 0.02918400 -0.70923000 0.08985100 0.02988800 0.02988800 -0.68241000 -0.71399000 0.82549000 -0.01765700 -0.66827000 0.01153900 0.04613300 -0.00738090 -0.00738090 -0.00738090 -0.68131000 -0.68313000 -0.68313000 0.02482900 -0.04834200 -0.04834200 -0.04834200 0.02230400 0.00000000 0.01754400 0.00249690 -1.29290000 -0.00069303 -0.00069303 -0.00360110 0.02904400 0.02904400 -0.01491600 0.00430210 0.00430210 0.02258500 -0.68752000 -0.08067400 -0.00138580 -0.00747200 0.02223100 0.05266800 0.05608500 -0.70136000 -0.70136000 -0.70720000 0.08985100 0.02988800 0.02988800 -0.68241000 0.00917050 0.20381000 -0.18445000 -0.18445000 -0.05347600 0.000 0.000 0.000 0.000 3.657 3.657 0.000 0.000 0.000 0.000 -0.701 -0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.218 0.000 0.204 0.000 0.000 0.000 -0.681 0.000 0.000 0.000 0.000 0.000 -0.713 -0.713 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.657 3.657 0.000 0.000 0.000 0.000 -0.701 -0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.218 0.000 0.204 0.000 0.000 0.000 -0.681 0.000 0.000 0.000 0.000 0.000 -0.713 -0.713 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.22014691 0.02176397 10.81691764 5.49743673 9.26962931 10.43162306 11.20564732 12.46968905 7.64741094 12.23039346 11.12793759 10.61088486 9.93009449 12.74258736 10.58680395 11.57820789 5.03895410 12.40020942 10.62949451 13.00923235 11.10351810 10.52602429 10.72560544 13.95438075 12.89042796 12.27362801 2.34363522 4.30710060 9.68080589 10.73078564 11.23723482 11.81245759 12.24690929 3.82905799 11.33401758 11.19787497 14.93210965 9.42471386 11.91044509 9.48930730 9.34475661 12.79823770 10.48211679 9.54722269 10.26725452 9.54917878 11.19818668 11.37595120 10.39129923 9.85617292 11.86777985 3.60666726 10.32776359 10.17904881 5.02170180 8.86875929 NA 10.08307306 2.48114392 9.85696282 9.95686690 13.00923235 11.29782626 11.38090236 11.38911660 11.59250628 0.02176397 -0.97823603 9.70546841 11.47959567 11.94577203 5.15098609 11.30883706 11.20533722 11.54893449 12.43029696 9.96128110 10.19350417 11.17651994 10.99896389 7.18157270 9.71605977 10.29141293 6.03292954 3.48113100 10.12170704 11.01505071 10.49794173 9.88898063 7.90739846 10.83588374 7.92558352 TCGA-DQ-7592 57 0 NA 1143 head and neck NA tx nx NA male 2011 NA yes head and neck squamous cell carcinoma 68 1967 3 american indian or alaska native not hispanic or latino 1 3 1 1 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.976636e-06 8.669455e-07 9.2969398 NA 10.1522775 2.6592852 4.8292052 11.0105346 3.0218528 6.1738530 8.7161112 16.4796227 7.5592838 8.1140197 7.2313038 NA 8.2823777 8.2823777 5.4217821 2.0218350 10.5480231 8.7005479 0.4369081 NA 9.0723033 9.3978547 11.9663180 3.8061178 10.6673082 10.7199758 10.3005575 11.4606418 NA -1.1481610 2.7588148 8.9780357 -1.1481610 NA 14.6457822 4.4065163 10.6748940 11.4450826 7.6624968 6.7826628 11.7164980 3.7588148 NA 12.6878766 13.7810909 8.8234685 NA 11.8026631 10.3799882 12.8622782 4.8963203 7.2094768 2.0218350 NA -0.1480012 3.7588148 1.6592852 15.6630862 16.3855926 10.5274409 12.5705648 NA 4.1738550 12.3825751 NA 0.8519189 8.9274041 10.6308234 0.8519189 19.1921445 10.3636776 7.0067435 1.4369081 -1.1481610 11.3049383 9.7099059 6.3195312 11.8747591 10.4962319 15.2692995 9.4712279 6.8519252 6.1738530 11.1187115 9.3833064 6.6528249 13.0326492 9.0843457 10.9753998 12.2264211 NA 8.5781432 10.9921157 4.5798439 -0.1480012 NA 3.4957847 6.1828412 9.6705072 10.3164707 -0.1480012 2.3113578 NA 3.0998506 NA 10.6989822 -1.1481610 13.2855104 9.7214571 10.6373774 2.8519189 12.9789520 8.4065137 8.4406396 11.3195305 8.8148208 9.6705072 10.1202974 8.3417728 11.0500630 10.9014332 1.1738310 10.3225838 5.8742929 7.5029766 11.6258883 7.3397654 12.6097316 9.6357417 0.8519189 8.9617556 2.0218350 0.3502300 0.3502300 0.5617000 0.9843200 -0.0008316 -0.0008316 0.2428000 0.2428000 -0.3619300 0.6437800 0.6437800 -0.4206100 -0.0339500 -0.0339500 -0.0339500 -0.0159000 -0.0073339 1.4122000 3.4907000 2.2070000 -0.0161540 -0.3503000 0.0248290 -0.0523960 -0.0523960 -0.3222800 0.2219100 0.2219100 0.3789100 -0.3247200 0.0512450 0.0512450 0.3502300 0.3502300 -0.3788700 -0.3697400 -0.3697400 -0.3697400 -0.3697400 0.3583900 -0.3694000 -0.3694000 -0.3694000 -0.3694000 -0.3694000 -0.3694000 -0.0008316 0.2428000 0.2428000 -0.3619300 -0.0339500 -0.0339500 0.0000000 0.0000000 0.0000000 -0.0159000 -0.0073339 -0.0147780 -0.3723700 -0.3723700 0.1891900 0.1891900 0.3976100 -0.3593100 -0.3593100 0.0248290 0.0248290 -0.3711800 -0.3696300 -0.3222800 0.6899900 -0.1733700 -0.3873900 -0.3873900 0.3678900 0.000 0.000 0.000 0.000 1.388 0.000 0.000 0.189 -0.350 0.000 0.000 0.000 0.000 0.000 0.000 -0.312 0.378 0.000 0.000 0.222 0.222 -0.173 -0.334 0.350 0.350 -0.370 0.562 0.358 -0.369 0.984 -0.369 0.000 0.000 0.243 0.243 -0.362 0.644 0.000 0.000 -0.019 0.368 0.000 0.000 0.000 0.000 1.388 0.000 0.000 0.189 -0.350 0.000 0.000 0.000 0.000 0.000 0.000 -0.312 0.378 0.000 0.000 0.222 0.222 -0.173 -0.334 0.350 0.350 -0.370 0.562 0.358 -0.369 0.984 -0.369 0.000 0.000 0.243 0.243 -0.362 0.644 0.000 0.000 -0.019 0.368 11.3789132 NA 10.6389173 5.4518375 12.6915224 12.5411509 10.8708206 11.6860009 8.7497702 9.4499775 10.9014332 12.0817952 7.9367333 12.4875297 10.8529812 12.2271002 4.4545115 13.0326492 8.8729048 10.9753998 11.0983686 10.7595667 11.3380057 12.4923981 13.1190042 7.5029766 0.4369081 1.4369081 9.8213114 9.5866345 10.9129586 11.7128179 11.1379051 0.8519189 11.7400974 9.9863512 15.5518083 9.6101482 6.2269651 8.7238302 9.8327785 12.3797684 9.2250293 7.2269641 10.2028641 9.1715972 10.5480231 11.1350133 8.5592842 6.3437773 12.6878766 3.1738470 10.4550876 10.5274409 5.2948670 6.1093125 -1.1481610 10.1321158 -1.1481610 8.7482573 10.1210517 10.9753998 12.2264211 11.5045459 10.9921157 11.6820440 3.0218528 -0.1480012 8.1670744 10.3949567 6.0417489 2.3113578 10.6989822 11.5592841 10.6373774 11.6230017 10.1163675 10.5592841 9.2907167 10.1202974 7.2269641 10.4890026 9.6760881 1.8519189 -0.1480012 2.5523525 8.6014926 9.9092398 9.2865531 7.1419436 9.9347393 4.4065163 TCGA-DQ-7593 58 0 NA 1224 head and neck NA tx nx NA male 2011 NA yes head and neck squamous cell carcinoma 20 1971 NA white NA 3 5 NA NA 2 4 2 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.62912e-07 2.427447e-07 11.0257081 NA 10.4337779 1.1584017 2.6609286 10.4213073 8.1807973 9.1918523 8.4484484 16.3044416 7.0653203 7.1881764 8.4438316 0.5734715 9.4063568 9.7632914 6.0764180 7.0852196 10.2272076 8.0613069 2.3808126 NA 1.5734715 9.5145144 11.1973484 -0.4266255 10.2231721 11.0023504 10.9926370 11.1028974 0.1584663 0.5734715 4.2173238 9.5846452 -1.4266255 -1.4266255 11.8779608 6.1733793 9.3792107 10.7841382 7.9310188 5.9397884 12.3807211 4.3013901 -1.4266255 10.5773361 11.8795285 9.4923301 7.0572824 12.1384499 6.8308549 11.0891667 7.4220900 7.5649886 NA NA 3.7027462 0.1584663 0.8953802 15.0890363 15.3796432 10.2752065 12.7019446 -0.4266255 5.6715000 10.9282672 6.4126715 2.6609286 9.6930565 11.3914498 1.3558620 17.5944983 13.3338750 NA 1.5734715 3.2173238 11.3083881 9.9865658 4.6819889 10.9474113 10.2560226 13.9996006 9.3341868 6.0164094 7.0164105 11.2555836 9.4530502 6.1433220 12.3701727 11.0750553 11.5102888 11.4857949 -1.4266255 9.0723162 11.4578282 7.1395207 NA 0.5734715 7.4833603 7.8680879 8.8669386 10.6246758 4.9310211 3.8953996 NA 8.8863499 -1.4266255 10.4990213 4.1584259 13.0962936 9.8235105 11.3339789 4.9133155 13.4765014 6.8022850 8.0164105 11.1574898 9.8076856 9.6382096 10.8112266 7.9441545 8.8657886 10.6328113 2.6609286 11.7001714 6.9485062 8.9913195 11.7009776 8.2082778 12.6475247 8.4484484 0.5734715 12.1303321 2.1584340 0.01908300 -0.36952000 -0.00426650 0.00138680 -0.00069303 -0.00069303 0.00000000 0.00000000 0.00803290 0.00803290 0.03143600 -0.00314200 -0.00314200 0.01014600 0.01014600 0.00680440 0.00680440 0.00430210 0.00430210 -0.00892750 -0.00892750 -0.01174900 0.00833510 0.01098200 0.01098200 0.00972760 0.02398700 0.02398700 -0.04360200 0.01502800 0.01502800 0.01084600 -0.36952000 -0.36952000 -0.36952000 -0.00579240 -0.00579240 -0.00579240 -0.00579240 -0.00926660 -0.00926660 -0.00622860 -0.00622860 0.00138680 0.00138680 0.00416320 -0.00069303 0.00000000 0.00000000 0.00803290 -0.00314200 0.01014600 -0.00360110 -0.11267000 -0.11267000 0.00680440 -0.37696000 0.00430210 -0.00387790 -0.00892750 0.37216000 -0.38284000 0.00583090 -0.04251700 -0.04251700 0.00833510 0.00833510 0.01098200 -0.00954740 0.00972760 0.00972760 0.01740400 -0.01216200 -0.02917500 -0.04360200 -0.113 -0.113 0.000 -0.377 0.000 0.000 0.000 0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.385 0.000 -0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.113 -0.113 0.000 -0.377 0.000 0.000 0.000 0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.385 0.000 -0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.634163 NA 10.252569 6.713018 9.217323 10.210975 12.477913 12.229333 8.993427 11.303937 10.284273 9.749640 9.755861 10.701461 11.993690 11.766838 5.100788 12.370173 10.466768 11.510289 10.625356 11.025966 10.882659 13.073508 12.828274 10.721943 1.573471 3.931021 9.757722 10.202823 9.8443461 11.7388450 12.8913034 4.0970292 11.6765907 10.2146154 13.8391504 9.4361042 10.4660097 8.6911101 9.3132474 12.9497958 10.0405069 9.0039195 10.1266161 9.8076856 10.2272076 10.5174468 9.9668573 11.4041801 10.5773361 5.3808229 10.0091372 10.2752065 6.9043841 10.2821197 0.8953802 10.4526672 3.0328943 9.7780380 9.9376016 11.5102888 11.4857949 11.3337710 11.4578282 11.3542116 0.5734715 -1.4266255 8.6649023 10.8925745 11.1610100 3.6609286 10.4990213 11.2414654 11.3339789 12.7463631 10.7368020 10.7493283 10.1160151 10.8112266 7.5101051 10.1523112 10.4314479 9.1687243 4.3013901 10.2872830 10.2924920 10.2542659 9.4750879 9.3149339 10.7608189 6.3548259 TCGA-DQ-7594 47 0 NA 1218 head and neck NA tx nx NA male 2011 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 1 3 1 1 1 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 1 0 0 7 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 8.842844e-06 4.30005e-06 9.47509482 0.72691839 10.82493401 2.98993826 5.14643936 10.53329040 10.18919967 8.37651744 9.50432165 15.30302105 7.09497180 7.16984585 8.09846062 2.72689659 9.53167835 9.88929329 5.89682644 5.63379155 10.48212335 9.68574467 3.79729319 -1.59509688 5.60464663 8.79836422 11.54644239 -1.59509688 10.41724916 11.01299759 10.56516036 10.72746537 0.40501208 0.98993826 2.98993826 9.43072246 2.10540989 -0.59509688 14.77700563 6.53940079 9.10367859 11.68820690 8.39223799 7.01230384 11.97506670 3.49244288 -0.01013438 12.53996157 12.17119213 9.24417757 3.92853140 11.86286765 5.63916848 12.12457654 6.15316692 6.34161222 1.40495760 -1.59509688 0.98993826 2.10540989 1.86441399 15.19006748 15.81867239 8.94607053 13.03592344 -1.59509688 5.83123883 10.49077819 -0.01013438 3.49244288 9.87308878 11.34968589 2.96812763 17.11710833 12.26334342 NA 2.10540989 3.40497122 11.92780051 10.37328062 3.44936328 11.55074679 9.73027924 14.91876308 9.68226129 5.15986327 5.07740111 10.46262711 9.80478573 6.78867788 12.90319976 10.25828336 11.83699368 12.06206891 -1.59509688 8.66118237 11.32178630 5.29979047 -0.59509688 0.40501208 7.44936823 7.72690204 9.53167835 10.35297596 4.07739683 6.80585348 -0.59509688 8.38225353 -1.59509688 10.74120143 6.92853614 13.42534613 9.67024303 10.69988169 5.75370080 13.43365692 7.92461004 8.79083621 10.98852678 10.21915569 9.53875814 10.67718950 11.63934220 10.21674986 10.65616034 3.57490077 11.34473664 7.03796858 8.98428971 11.92718751 8.02335905 11.28647020 9.06764221 1.98993826 11.71402377 2.10540989 -0.0239770 0.0613940 0.4904400 0.4052700 0.0367940 0.0367940 0.0303100 0.0303100 0.0635090 0.0635090 0.0635090 0.0072217 0.0072217 0.0072217 0.0072217 -0.4567200 -0.4567200 0.0183830 0.5470000 -0.0790770 -0.0790770 -0.0102320 -0.0034627 0.0052749 0.0052749 0.0070826 0.0140510 0.0140510 -0.0335410 0.0112610 0.0112610 0.0107030 0.0000000 0.0000000 -0.4707800 0.0115390 0.0115390 0.0115390 0.0094491 -0.0303580 0.0049969 0.0049969 0.0049969 -0.3825700 -0.3856700 -0.3999700 0.1097900 0.0303100 -0.3788700 0.0635090 0.0072217 0.0072217 -0.0282180 -0.0282180 -0.0282180 -0.4567200 -0.4567200 -0.0145030 -0.0790770 -0.0790770 0.0160060 -0.0049844 -0.0102320 0.0000000 0.0000000 -0.0034627 -0.4613100 0.0052749 0.0052749 0.0070826 -0.0062801 0.0047190 -0.0359930 -0.0359930 -0.0573950 0.000 0.000 -0.457 -0.457 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.383 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.457 -0.457 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.383 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.829665 4.335712 10.477793 6.569881 10.250464 10.783252 12.210919 11.952230 9.187153 10.778111 10.455503 11.546123 9.172331 10.971504 11.869009 12.176360 4.563433 12.903200 9.901328 11.836994 10.803985 10.934648 11.257505 12.146325 12.820385 10.763350 1.726918 2.311852 9.753149 10.429421 10.435641 11.561689 11.661014 3.262959 11.908178 9.888790 14.206883 9.357715 9.734210 9.239445 9.230728 12.430027 9.798198 9.091474 9.430805 9.249680 10.482123 11.360805 10.012766 9.818073 12.539962 4.780011 10.386898 8.946071 6.544526 9.006745 3.492443 10.196137 1.989938 9.681098 9.790836 11.836994 12.062069 11.166733 11.321786 10.879187 NA 4.513497 8.464521 11.389570 10.138836 4.212328 10.741201 11.544045 10.699882 12.499527 10.536188 10.249680 9.192876 10.677189 7.311865 9.897828 10.727184 7.335711 3.262959 10.719274 9.209428 10.577089 10.188791 7.664717 10.598191 7.108878 TCGA-DQ-7595 53 0 NA 1190 head and neck NA tx nx NA male 2011 NA yes head and neck squamous cell carcinoma 80 1971 NA white not hispanic or latino 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 4 4 4 0 0 0 0 0 0 0 7 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 4 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 9.640434e-06 2.982293e-06 8.10418305 NA 10.68914546 -1.53240749 4.11141531 10.31500721 9.39607662 4.95941315 8.94024928 15.29148530 7.29092566 6.28134031 8.04309784 -1.53240749 9.45055186 9.04781700 4.87694908 4.89382329 10.37256920 9.35172880 0.78952060 1.63747114 6.60198467 0.78952060 11.60902689 -1.53240749 10.74716893 10.86416316 11.05791147 9.40933959 -1.53240749 0.05255501 2.71547609 9.40013485 4.13998512 NA 12.37444895 4.67701204 9.37212524 11.66661716 8.41884308 6.53364744 11.75021242 6.45624269 0.46759251 11.87681670 12.94069331 8.59038644 0.46759251 12.54153253 9.72593010 11.75483787 6.89382329 4.61730436 NA -1.53240749 NA 1.27488781 -0.53240749 14.53948091 14.98477283 9.70596305 13.10701212 NA 4.11141531 11.20712801 0.78952060 1.63747114 9.32864531 11.14593845 -1.53240749 17.33591673 10.26643508 8.73902143 1.63747114 0.46759251 12.34551344 6.71548570 2.37445528 11.04738100 10.22494840 15.01783919 9.74484578 6.04498638 2.55503080 10.85692082 9.90738929 3.82511398 13.34780479 9.68733194 11.27833080 12.72943290 -1.53240749 8.52148423 10.68218104 4.99111818 NA NA -1.53240749 7.42466012 9.30990876 10.61253515 2.78947887 7.90218636 -1.53240749 6.26197454 NA 10.83059800 7.13289450 12.99417984 9.28522164 10.57248461 4.57608068 12.97032801 2.92698619 8.33946345 11.25260205 8.21742801 9.61667032 10.23132260 8.68672672 9.79342595 9.26440905 2.37445528 10.84558218 9.79623336 7.23904760 12.17804196 8.27813022 11.08065713 8.79398787 NA 11.67380965 0.78952060 -0.02111000 0.00943710 0.61255000 0.00957640 0.02369400 0.02369400 0.00915860 0.01635200 0.00790560 0.00132560 0.01711200 -0.58863000 -0.58863000 -0.58863000 -0.02754600 0.00923650 0.00923650 0.00762720 0.00665340 -0.58098000 -0.58098000 -0.02330300 0.01515600 3.49110000 -0.00084348 -0.59994000 -0.00485800 -0.00485800 -0.08957800 -0.00582580 0.00771900 -0.01846000 0.00943710 0.00943710 0.00637520 -0.58922000 -0.58922000 -0.58922000 -0.58922000 -0.57329000 0.03424200 0.03424200 0.03092100 -0.58413000 -0.58413000 -0.58413000 -0.01115500 0.01635200 0.01635200 0.00790560 -0.58863000 0.00151360 -0.00172800 -0.00172800 -0.00172800 0.00665340 -0.00527280 0.00665340 -0.58098000 -0.58098000 0.01767200 0.00000000 -0.02330300 -0.01162300 -0.01162300 -0.60497000 0.01515600 -0.59357000 -0.59357000 -0.59994000 -0.03201400 0.00151360 -0.08957800 -0.08957800 -0.08957800 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 0.000 -0.605 0.000 3.285 -0.559 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.019 0.608 0.000 0.000 0.000 -0.584 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 0.000 -0.605 0.000 3.285 -0.559 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.019 0.608 0.000 0.000 0.000 -0.584 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 10.6558381 3.4675534 10.2555629 3.7529626 10.3212578 11.7656181 12.7534662 12.7765372 7.9553982 8.7690546 10.4268358 12.1851277 8.0950921 11.2052282 11.6756403 11.2409036 4.2818540 13.3478048 10.0454592 11.2783308 11.0543982 11.1669139 11.0028337 12.8015711 12.7649045 11.9410104 -0.5324075 1.4675403 9.5609759 10.4551777 11.04522323 11.89866415 11.05416364 1.27488781 11.97262553 10.57248461 14.28268944 8.72612447 8.68551622 9.51331802 9.51536396 12.85786169 9.71282583 8.76102991 10.07118466 9.63560368 10.37256920 11.58747212 9.29331208 7.00283414 11.87681670 2.78947887 10.39162854 9.70596305 5.39829564 4.73434653 4.02214584 9.21826534 NA 9.06932919 10.63152241 11.27833080 12.72943290 11.24584086 10.68218104 11.88593807 3.46755338 0.05255501 7.26197454 9.15580867 5.32554112 2.27491762 10.83059800 11.53196432 10.57248461 12.78744212 10.71311110 11.16864818 8.42175474 10.23132260 8.27813022 9.67579265 10.30518623 -0.53240749 0.46759251 10.08134788 8.49484239 10.34484247 10.32825743 7.27812975 10.74280987 6.82950203 TCGA-DQ-7596 48 0 NA 1265 head and neck NA NA NA NA male 2011 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 1.075012e-06 2.080669e-07 9.3771457 NA 10.9921072 NA 3.5080736 10.1397351 10.0332911 7.7797883 8.3342934 14.9932997 7.5820802 6.2545052 8.2374318 -0.7398539 9.7624865 9.7062012 5.5080800 6.9076106 11.2370740 9.8972295 3.7195887 NA 2.9040023 6.3423005 11.0139954 NA 10.3952199 10.7585025 11.2495464 10.7313190 -0.1548914 1.2601461 3.6864221 9.5187179 NA NA 13.0234680 5.5455545 9.0241942 11.2560957 9.2516737 5.5547730 13.4285498 1.8451086 NA 11.5934471 12.7644123 9.0496855 4.3894360 12.2026664 8.1897060 11.8712920 5.3894360 6.2601518 0.2601461 -1.7398539 -1.7398539 1.4300711 0.2601461 13.2378790 13.8619285 9.0521287 13.1649746 NA 5.8070457 9.4889706 4.4499773 3.7195887 10.4222285 11.2253951 0.5820742 18.1237469 11.9180286 NA 1.0675010 2.8451086 11.9314718 8.7389215 2.3476090 10.8549407 10.6441261 14.2120513 9.3416353 4.3686776 6.6351914 10.8024583 9.6843182 6.5865816 13.0539802 9.3686763 10.4319542 13.0299897 1.9605858 8.6906046 11.4464209 6.8108981 NA -0.1548914 7.0642825 7.6885119 9.4244302 10.6127472 4.5080800 3.5820742 -1.7398539 8.7030955 NA 9.1504162 0.5820742 13.7814456 9.7254172 10.8437049 5.1670407 13.8052069 6.9846657 8.7846937 11.0037241 10.7330965 9.8080104 10.3760864 10.0324665 7.8337990 10.5187180 2.7195777 11.0468300 5.7599973 8.7866512 12.3416353 7.9396321 11.2000983 8.7103322 -1.7398539 11.7236763 2.2601461 -0.00792080 -0.00792080 0.29764000 0.31193000 -0.05772400 -0.05772400 0.00000000 0.00000000 0.01474900 0.01474900 0.03242200 0.01195800 0.01195800 0.00097064 0.00097064 -0.11809000 -0.11809000 -0.01528200 0.00833510 -0.40385000 -0.40385000 -0.00166290 -0.05023500 -0.00083160 -0.00083160 -0.02552500 0.01321300 0.01321300 -0.01298900 0.30282000 0.30282000 0.30282000 -0.00792080 -0.00792080 -0.00792080 0.30378000 -0.12200000 0.24492000 0.24492000 0.00221930 0.00221930 0.00221930 0.00116640 0.18560000 0.00569190 0.00569190 -0.03026700 0.00000000 0.00000000 0.01474900 0.01195800 0.00097064 -0.00705760 -0.00705760 -0.46865000 -0.44059000 -0.45896000 -0.02315000 -0.40385000 -0.40385000 -0.00318590 -0.46834000 0.00197490 -0.07921000 -0.07921000 -0.05023500 -0.05023500 -0.00083160 -0.00083160 -0.02552500 -0.02068700 0.00402430 -0.01298900 -0.01298900 -0.01298900 0.000 0.000 -0.118 -0.459 0.000 0.000 -0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.303 0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.245 0.245 0.000 0.000 0.180 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.118 -0.459 0.000 0.000 -0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.303 0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.245 0.245 0.000 0.000 0.180 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5820800 NA 9.3882365 6.1305170 9.6535423 10.6599559 13.2767861 11.9790058 8.1805049 10.1659150 10.5243012 10.4406827 9.4889706 10.7580037 12.6891663 11.8787668 5.0916491 13.0539802 9.7709161 10.4319542 10.4044915 10.6687470 11.1487049 12.7043670 12.4541392 11.4696052 -0.7398539 0.2601461 9.4288241 10.5196010 11.3247263 10.7172762 11.6408835 2.3476090 11.7295393 9.9540744 14.5956790 8.2921978 8.5820799 7.9094083 9.5409227 12.3906420 9.9809647 9.2509649 9.5815164 8.5707646 11.2370740 10.6811648 10.3683496 9.4009817 11.5934471 4.6177040 9.5854574 9.0521287 6.2990706 7.8600646 -1.7398539 10.2605041 1.2601461 9.5616480 9.3376353 10.4319542 13.0299897 11.5974950 11.4464209 10.8938283 -0.1548914 3.9605951 8.7454679 10.2324137 9.1473726 3.0150336 9.1504162 11.1666667 10.8437049 12.6401394 10.8963233 10.3292659 8.7449747 10.3760864 7.0049856 9.8697923 10.3585131 7.7639778 2.6709083 11.8570404 9.2196177 10.7300481 9.6033376 7.8637780 10.2870211 6.3316139 TCGA-F7-7848 47 0 NA 1131 head and neck stage iva t4a n1 m0 male 2011 NA yes head and neck squamous cell carcinoma 20 1985 1 white not hispanic or latino 1 2 NA NA 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 8.946878e-06 3.225037e-06 8.8165891 NA 10.4421387 2.1548100 4.4278274 10.2289525 7.3900279 6.9621661 9.6946161 14.0842236 7.9643114 6.5698480 8.5182157 0.1548424 9.1854783 7.6757574 5.6142416 4.8366362 7.3479260 9.0220898 1.3771793 0.5698799 6.3512078 8.0875180 11.9520673 1.1548424 10.3309842 10.8511991 11.1971544 9.8872611 0.1548424 0.1548424 4.2977710 9.5812925 NA NA 14.7870300 5.3772036 10.1850184 11.9653827 9.6705109 5.3380321 11.9403998 2.9621603 -0.4301201 13.0500708 12.6677984 9.3247361 1.8917691 12.7348340 9.1574293 12.6478325 6.2772074 5.8177767 1.3771793 NA 0.1548424 1.1548424 0.1548424 12.9616272 13.1663132 8.7068396 13.2248202 NA 6.1697607 10.3222292 0.1548424 3.3247386 9.7303502 10.7793019 1.7122436 17.0643448 11.4338412 0.1548424 3.0292762 2.8917691 12.1666207 8.4752357 6.0374547 11.1884199 10.0501339 15.1344298 9.3305685 5.3512078 3.0934081 9.4827380 10.2776390 6.6519974 13.4761605 6.9185771 10.6718243 11.6606226 -1.4301201 8.7195955 10.4710926 4.2422748 NA NA 5.0776446 7.6783727 9.3429878 10.9263005 4.0616984 6.2137050 1.5698313 6.1845580 NA 10.9091418 8.4074764 12.7003387 9.6936272 11.0647042 4.0934081 12.7734260 4.0934081 8.0596965 11.1468052 10.6994536 9.5385153 10.0787278 9.3948074 10.6509991 10.7811285 2.1548100 10.5821239 6.3707484 8.8861300 11.9357609 8.1863975 12.0790050 9.7284583 -0.4301201 11.1017174 1.5698313 0.0000000 0.0000000 0.0423070 0.0258120 0.0703860 0.0703860 0.5112400 0.0666580 -0.5365200 0.5987800 0.6062900 -0.5233800 -0.5233800 -0.5289000 -0.5289000 -0.5248100 3.6569000 0.9726000 -0.5242000 -0.4990200 -0.5280800 0.2225300 0.0116790 0.0550880 -0.5229700 -0.3349100 -0.2797700 -0.0132640 0.2205200 0.0374210 0.0781500 0.0593660 0.0000000 0.0000000 0.0000000 -0.5213300 -0.5213300 -0.5213300 -0.5213300 -0.0350020 0.0221640 0.0221640 0.0221640 -0.5143400 -0.5143400 -0.5342000 0.0546600 0.0666580 0.0666580 -0.5503400 -0.5289000 -0.5289000 0.5848800 0.0512450 0.0512450 -0.5248100 -0.5170200 -0.5548700 -0.5282500 -0.5282500 -0.6921500 0.2810500 0.1816000 0.0532370 0.0532370 -0.0073339 -0.0089906 -0.4875400 -0.5066700 -0.3276200 -0.0657160 0.0429300 -0.1506700 -0.1506700 -0.1506700 0.534 0.000 -0.535 -0.535 0.955 -0.524 -0.499 -0.050 0.182 0.000 0.000 0.000 0.000 -0.488 -0.488 -0.262 0.000 0.000 0.000 -0.267 0.000 0.000 0.000 0.000 0.000 -0.521 0.000 0.000 0.000 0.000 -0.514 0.000 0.000 0.000 0.000 0.062 0.599 -0.529 -0.529 -0.151 -0.151 0.534 0.000 -0.535 -0.535 0.955 -0.524 -0.499 -0.050 0.182 0.000 0.000 0.000 0.000 -0.488 -0.488 -0.262 0.000 0.000 0.000 -0.267 0.000 0.000 0.000 0.000 0.000 -0.521 0.000 0.000 0.000 0.000 -0.514 0.000 0.000 0.000 0.000 0.062 0.599 -0.529 -0.529 -0.151 -0.151 10.737580 1.154842 9.852028 4.909696 11.836342 12.531835 12.426274 12.118550 9.343812 9.398778 12.092920 12.340925 7.857561 11.902025 11.912201 10.162306 4.039735 13.476160 10.589787 10.671824 10.411020 11.243820 10.587005 12.677936 12.045962 10.954093 NA 2.962160 9.213705 9.970728 10.6379551 12.1434957 10.5835202 0.8918080 12.1587974 10.9224438 15.0100033 8.0169319 8.1320910 10.2249320 9.8183692 11.1973825 9.5999708 8.8815970 9.6251309 9.9508507 7.3479260 11.8051149 8.7081203 9.5880488 13.0500708 3.6573084 10.6091104 8.7068396 6.5471290 8.2209002 0.1548424 9.3454589 -0.4301201 9.1501072 9.7214995 10.6718243 11.6606226 11.7599819 10.4710926 11.2256029 NA -0.4301201 8.3228980 9.9007654 8.9685922 4.2137050 10.9091418 11.2438201 11.0647042 12.6518312 10.4188627 9.9240980 9.2182062 10.0787278 7.7472679 10.3011676 10.9903352 5.5698495 1.1548424 8.4090523 9.2522375 10.5291261 10.8192583 7.3900279 11.3597897 5.7297186 TCGA-F7-8298 58 0 NA 995 head and neck stage i t1 n0 m0 male 2011 NA no head and neck squamous cell carcinoma 26 1985 0 white not hispanic or latino 1 3 NA NA 1 3 1 2 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6829673 NA 10.8453477 2.3752063 4.5846499 10.7835270 1.9601781 4.8346303 8.5943657 15.4302254 7.1825523 8.4784849 7.6136016 -0.6248215 8.6183712 8.9317031 6.0756374 3.4626544 -0.6248215 9.8171039 NA 1.3751785 8.9545130 12.5064111 11.4814330 1.3751785 9.7696599 10.6290447 10.1953761 10.1082125 NA 1.6971066 3.6231294 9.2515454 NA NA 13.8808227 4.6231236 8.9935827 10.7856485 7.0405330 6.2940601 11.7728719 2.8346303 NA 14.2917299 13.4845382 8.8098254 NA 11.3250240 7.3860332 12.2312336 7.1889785 6.2331787 1.9601781 0.9601410 -0.6248215 0.9601410 2.5451282 15.2588429 15.4111641 9.7524077 12.8253775 -0.6248215 3.1825493 10.7744752 NA 3.0756353 8.9046277 10.6999403 -0.6248215 17.8915205 10.0791009 0.3751785 0.9601410 2.1825652 11.7927861 7.5551060 4.2331748 11.2482798 10.7310989 15.9033613 9.7404261 5.5249444 3.6231294 10.8610266 9.7675146 4.4626610 11.8986783 9.7993636 11.8678015 12.0855732 NA 8.9393468 11.0542374 6.8987598 NA NA 6.5943664 7.3177120 8.8810087 9.5600726 1.3751785 4.5451220 NA 8.7480623 NA 11.0721648 -0.6248215 12.9849531 7.1037976 11.4905661 4.1300825 12.8445847 5.9297863 8.3264821 11.1495725 6.8987598 8.9563979 10.6899504 8.8428029 11.3713176 10.9741802 2.5451282 7.8630371 5.8987598 9.5834316 11.6481186 8.0369753 12.4705943 9.2578404 -0.6248215 8.7172720 0.9601410 0.03679400 0.00833510 0.15666000 0.08103300 -0.01078400 -0.01078400 0.41714000 0.41714000 -0.47695000 0.53116000 0.53116000 -0.00691950 -0.00691950 0.80325000 -0.01890200 -0.43463000 3.41400000 -0.06678800 -0.01906400 -0.02013800 0.00055459 -0.00207840 0.25090000 0.58041000 0.00208050 0.13324000 -0.14888000 2.41470000 0.01349200 0.37209000 0.25965000 0.25965000 0.03679400 0.00833510 0.01936300 -0.40207000 -0.40207000 -0.40207000 -0.40207000 -0.47607000 0.00180300 -0.01271300 -0.45469000 0.08103300 0.08103300 0.08103300 -0.01078400 0.41714000 0.38816000 -0.51548000 -0.91597000 -0.00443120 -0.00443120 -0.00443120 -0.00443120 -0.43463000 -0.45361000 -0.01906400 -0.02013800 -0.02013800 0.00000000 0.00000000 -0.00207840 -0.00124730 -0.00124730 0.27222000 -0.06786000 0.01992300 0.84002000 0.13324000 0.26624000 -0.53591000 0.02988800 0.02988800 -0.01220900 0.000 0.000 -0.435 -0.454 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.272 0.000 0.000 0.000 0.133 0.133 0.260 0.260 -0.149 0.000 0.000 0.000 0.000 0.000 -0.402 0.149 -0.463 0.000 0.000 0.000 0.000 0.000 0.417 0.417 -0.472 0.059 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 -0.454 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.272 0.000 0.000 0.000 0.133 0.133 0.260 0.260 -0.149 0.000 0.000 0.000 0.000 0.000 -0.402 0.149 -0.463 0.000 0.000 0.000 0.000 0.000 0.417 0.417 -0.472 0.059 0.000 0.000 0.000 0.000 10.9104726 NA 9.9555594 7.7888253 12.2788908 11.9662310 10.0045539 12.1503960 9.1048181 9.2206874 9.9249818 12.3312103 8.0009059 10.7835270 9.5185804 9.9143560 5.2030171 11.8986783 9.5173042 11.8678015 11.0063743 10.5363291 10.3954827 12.9072390 12.4845382 7.5451220 0.3751785 5.3293927 9.7217110 9.3836259 11.4752025 11.8506774 11.0040984 NA 11.9457645 10.3688433 14.8623451 9.8700529 6.0894431 8.8014620 8.4758595 12.0311751 10.4374998 9.0825562 9.2175475 8.6443239 -0.6248215 10.7299976 9.3029752 7.7105874 14.2917299 -0.6248215 10.0181515 9.7524077 5.6789789 5.2080880 -0.6248215 10.1014154 -0.6248215 9.5147486 10.1417262 11.8678015 12.0855732 11.1913809 11.0542374 10.7200479 NA NA 7.9623373 10.7904108 5.7502367 3.1825493 11.0721648 11.6127060 11.4905661 12.8293680 10.5742560 9.3822246 9.1809410 10.6899504 8.4837219 10.5312803 10.4526806 NA 1.3751785 5.7327495 9.0887212 9.9355300 9.6835363 5.6040150 9.7856486 6.3524778 TCGA-F7-8489 48 0 NA 658 head and neck stage ii t2 n0 m0 male 2012 NA no head and neck squamous cell carcinoma 300 1992 NA white not hispanic or latino 3 1 NA NA 2 3 2 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 4 1 0 3.987949e-06 1.421791e-06 11.4543157 NA 10.4269987 2.4120498 3.7015601 10.2093495 3.7656833 7.0686719 8.6704835 16.3965756 6.4120481 7.8823685 8.1217065 NA 9.3701176 8.9145487 4.7656833 6.9700438 6.0750127 8.1580027 0.8270873 NA 7.6515146 9.7449551 11.1055353 3.1490154 10.2810424 10.1278197 10.5481851 10.8115043 -0.7577939 NA 3.4900566 9.5895897 NA NA 14.6484280 5.1001030 8.7578233 11.5696760 7.8043660 5.0234816 11.1908556 2.9425708 NA 13.1939544 14.2007214 9.5112500 3.4120498 11.9778909 3.4900566 12.5654596 5.0494783 6.1247665 -0.7577939 NA NA 0.2420842 -0.7577939 15.3599693 16.9547684 10.8595908 12.7999460 2.0494914 3.8270873 10.4769408 -0.7577939 2.4120498 9.4381107 11.0094802 2.6385604 19.2024039 11.7894999 NA 1.8270873 0.8270873 11.3454111 7.5504621 5.1247665 11.7387250 9.8814641 15.5172294 9.2107902 7.1429903 3.0494739 10.9408280 9.8778415 6.2755472 12.3205994 9.3726938 11.8287286 11.5332941 NA 8.1875673 11.3092215 7.8823685 NA 1.5640367 3.6344423 6.7812823 9.3109015 10.4787355 1.2421452 2.5640611 NA 9.6923036 2.5640611 11.2782969 6.0494783 12.6066684 9.8888171 10.9555098 5.2644914 13.1243843 7.3765500 8.1934081 11.1078566 8.1094018 9.7676442 9.6355137 6.4220328 11.6507184 11.2547479 1.5640367 10.7894999 6.4995111 8.8949684 11.6881728 8.3055182 12.3983645 8.5298358 0.2420842 12.2201187 1.2421452 0.00374650 0.00374650 0.37677000 0.00995490 -0.01381500 -0.01381500 -0.11797000 -0.11797000 -0.23398000 0.24202000 0.24202000 0.01698500 0.01698500 0.01698500 0.01698500 0.01175400 0.01175400 -0.00027724 -0.00027724 -0.00705760 -0.00705760 -0.09485600 -0.03176800 -0.12570000 -0.12570000 -0.02329200 0.01894300 0.01894300 0.08088900 -0.10289000 -0.10289000 -0.10289000 0.00374650 0.00374650 0.00374650 -0.22655000 -0.12161000 -0.12161000 -0.12161000 0.01335300 0.01335300 0.01335300 -0.10396000 0.00995490 0.00995490 0.01936300 -0.01381500 -0.11797000 -0.23356000 -0.23398000 0.01698500 0.01698500 -0.18147000 -0.01600400 -0.01600400 0.01175400 0.01175400 0.01658600 -0.00705760 -0.00705760 0.01740400 0.01740400 -0.09485600 0.01992300 0.01992300 -0.03176800 0.02747400 -0.12570000 -0.11521000 -0.02329200 -0.02329200 -0.09723200 -0.14824000 -0.14824000 0.06716200 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 -0.126 0.000 0.000 -0.103 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.253 0.253 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.118 0.008 0.242 0.000 0.000 -0.148 0.000 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 -0.126 0.000 0.000 -0.103 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.253 0.253 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.118 0.008 0.242 0.000 0.000 -0.148 0.000 11.2738246 NA 9.7115718 8.3295860 11.4721438 11.6067997 12.2717557 11.8259113 8.2755463 9.9759861 11.6130831 12.1178727 8.9056815 10.8471398 12.9731241 10.5361697 4.6171633 12.3205994 9.9691929 11.8287286 10.5629239 10.2899288 11.3209413 12.6999197 12.1609866 9.2603235 -0.7577939 0.2420842 9.8186077 9.5413313 11.1665648 12.0094802 11.6512491 0.8270873 11.4260688 10.5825298 14.9373497 10.6829925 6.9835899 8.5930624 8.9216035 12.7254353 8.6424478 7.8494539 10.5797453 8.8714799 6.0750127 10.9615121 8.4661250 9.6462005 13.1939544 3.2421299 10.2554460 10.8595908 5.5275270 8.2919718 -0.7577939 9.7188695 0.8270873 9.4936057 10.5083243 11.8287286 11.5332941 10.7499180 11.3092215 11.2089892 4.9970123 5.5275270 7.8319241 10.6360501 8.5775138 4.0494739 11.2782969 11.4451654 10.9555098 11.5513154 9.8787480 10.2554460 9.5886371 9.6355137 7.0876135 10.5413314 9.9759861 5.5275270 0.8270873 6.6515139 9.7170257 9.6736209 9.9606562 7.3401554 9.7909453 5.3082116 TCGA-F7-A50G 66 0 NA 616 head and neck stage iii t3 n1 m0 male 2012 NA yes head and neck squamous cell carcinoma 27 1977 1 white not hispanic or latino 4 3 NA NA 3 1 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2.878259e-06 1.075012e-06 8.5668722 NA 10.6693493 2.3147255 4.3927364 10.0688778 6.6917017 6.4935353 9.2454700 16.6823218 7.1278014 7.6446538 7.5794359 3.1448132 9.0591927 10.6276156 5.1671773 7.2945546 3.5371221 7.4667356 0.1448295 NA 6.3639753 8.9046957 11.7001157 0.1448295 10.4588243 10.5689739 10.5252687 10.8003383 -0.8551705 -0.8551705 2.7297703 9.5207049 NA NA 14.1643549 6.9327096 8.6366609 10.5600212 9.2715121 5.1891999 12.2853179 1.4667576 NA 12.1992423 12.4161247 9.8820550 0.7297920 12.6307627 11.2807221 12.4677216 7.5154949 9.1048094 NA NA NA -0.8551705 0.1448295 15.1589807 16.2189450 10.5510126 12.1055336 NA 4.3927364 11.3697137 NA 2.7297703 9.1532361 10.7696031 1.1448295 19.3589666 11.5877511 NA 1.4667576 -0.8551705 11.5804779 7.7994435 8.3808216 11.0927878 10.1220876 14.7675744 9.5647678 3.9521658 3.6042374 11.1356207 9.4701130 4.0516940 12.4322314 8.3927351 11.7165602 12.2456342 NA 8.1588283 10.9780930 4.6683688 NA NA 4.7297703 8.0365912 9.5456870 10.2262910 1.1448295 1.1448295 NA 7.2375647 -0.8551705 11.8061404 NA 12.8025726 10.2162498 10.8705998 3.6683688 13.2434977 4.6042374 8.2000899 11.4517237 8.6144493 8.7539862 9.9473240 11.1177874 9.4313653 11.2322704 0.7297920 8.9649865 5.1891999 9.0228585 11.5520754 8.2945546 12.6682470 8.6083321 NA 11.9723488 1.7297485 0.0151680 0.0272160 0.3494100 -0.3077800 0.0314360 0.0314360 0.0183830 -0.2962700 0.0000000 0.3063300 0.0177290 0.9723400 0.9723400 0.9787400 0.0127950 -0.0139530 -0.0542860 -0.3210000 0.0087600 -0.3059200 -0.3132900 -0.0051227 -0.3240300 0.0217440 -0.3067400 -0.3295900 0.0199230 0.0067789 0.6771500 0.0183830 0.0183830 0.0183830 0.0151680 0.0151680 -0.3048700 -0.3078000 -0.3078000 -0.3078000 -0.3078000 -0.3003900 -0.6286500 0.0084743 -0.2877400 -0.6397200 0.0287630 -0.3031000 0.0242680 -0.3101400 -0.3101400 -0.3011000 -0.9260000 0.0127950 -0.3112000 -0.3126600 0.0185230 -0.3121300 -0.3046300 0.0122370 -0.3170400 -0.3059200 0.0202030 0.0274970 -0.0085766 0.0175440 0.0157270 0.0279190 -0.3240300 -0.3067400 -0.6689200 -0.3295900 -0.0116110 -0.3068600 -0.1522100 -0.1522100 -0.1522100 -0.311 0.000 0.000 -0.291 0.000 0.000 -0.306 0.000 0.000 -0.323 0.000 -0.330 -0.324 0.000 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 -0.307 -0.327 0.000 0.000 -0.308 0.042 -0.296 -0.296 -0.303 -0.303 0.000 -0.291 -0.296 -0.296 0.000 0.000 0.000 0.000 -0.152 -0.152 -0.311 0.000 0.000 -0.291 0.000 0.000 -0.306 0.000 0.000 -0.323 0.000 -0.330 -0.324 0.000 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 -0.307 -0.327 0.000 0.000 -0.308 0.042 -0.296 -0.296 -0.303 -0.303 0.000 -0.291 -0.296 -0.296 0.000 0.000 0.000 0.000 -0.152 -0.152 10.6979569 NA 9.9649786 8.9745305 10.3141062 10.6516110 11.7967562 11.5843788 8.5918907 10.7516754 11.1570829 11.4678623 10.2624507 10.4180204 12.3092432 10.7549096 5.3157329 12.4322314 9.6664079 11.7165602 10.2494063 9.9432793 10.8243625 13.0642957 12.5304004 9.2135859 -0.8551705 3.8452492 9.6781372 9.6042393 10.5929239 11.6288752 12.3688093 1.9521472 11.3115984 9.9745303 14.3649542 10.6291270 6.6205410 8.8556142 8.2296158 13.4309321 8.5023596 8.5456870 9.6326376 8.0814456 3.5371221 10.9569849 9.3309218 8.2996257 12.1992423 1.7297485 10.1637033 10.5510126 4.9521611 6.8313085 -0.8551705 10.4069025 NA 9.0843867 7.9162969 11.7165602 12.2456342 11.4562721 10.9780930 10.8034654 4.3542617 6.0990048 7.2945546 10.3855990 6.2740902 2.1447969 11.8061404 11.1792627 10.8705998 12.4216590 10.4785220 10.2507161 8.7976524 9.9473240 5.8996953 10.6240826 9.9665816 4.1891999 -0.8551705 5.0274505 9.8672139 10.2970925 10.0931748 7.0027891 9.8607696 5.3346326 TCGA-F7-A50I 72 0 NA 92 head and neck stage iva t4a n0 m0 male 2011 NA NA head and neck squamous cell carcinoma 0.9 1980 NA white NA 1 4 NA NA 2 3 1 3 2 2 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.404083e-06 1.387113e-06 10.9273641 NA 10.6792124 1.0529027 3.5553990 9.9777075 7.5816744 6.1958535 9.1332684 16.4315962 7.2944811 7.9232597 7.8773234 1.0529027 9.2655940 9.5855755 5.2228200 4.0528940 8.8773234 7.3259134 -0.5319902 -0.5319902 8.3039830 5.7533344 10.2801098 5.1958515 10.3063485 9.8088952 10.9191436 10.9015179 NA 2.4697297 2.7898544 8.7969663 2.7898544 NA 12.8939351 3.3748169 9.7602541 10.7988493 6.7898609 4.9597841 13.0911281 3.9914901 2.2752753 12.1659859 12.2303145 8.8210794 -0.5319902 12.0356509 4.3569185 11.6004322 8.3290195 6.5553959 0.4679055 NA NA 1.4679576 4.9273655 15.7376233 16.0363054 9.8910483 12.2313523 NA 3.6378537 10.3566757 NA 3.1683693 8.8688118 10.4903003 NA 18.6076611 11.8492050 NA -0.5319902 2.2752753 11.4784606 6.6676055 3.7158604 9.8541614 11.2635663 14.9811049 9.9263390 5.3748239 3.6378537 12.1731328 9.7134852 5.3748239 11.5051156 9.4235824 9.8516368 10.2169638 -0.5319902 8.8254845 10.6252793 5.7898596 NA 2.0529027 2.4679315 6.6967506 8.7463820 8.8752001 1.4679576 5.5972153 6.4104463 5.5972153 -0.5319902 10.7745638 NA 12.8649385 9.8818987 9.7648487 2.6378652 12.9271079 5.7898596 8.2785043 11.4119124 8.3382974 9.0566472 9.9885511 11.7495727 11.3890296 10.8022057 1.4679576 10.1108866 6.7347191 9.4693406 11.1817485 8.1474125 12.6287493 9.3305698 NA 9.8815603 -0.5319902 0.0016642 -0.0096142 0.3870000 0.0155870 0.0878240 0.0878240 0.1041000 0.1041000 -0.4170700 0.9618500 0.9643200 -0.1748700 -0.1748700 0.6568400 -0.1847100 -0.4005200 0.4127900 0.0055529 0.0077783 -0.3688400 -0.3770700 -0.1919900 0.0185230 -0.1053900 -0.1053900 -0.2664900 0.0263890 0.0051015 -0.0995780 0.0758390 -0.6046800 0.1471200 0.0016642 0.0016642 0.0062481 -0.3999700 -0.3999700 -0.3999700 -0.3999700 -0.0037931 -0.0037931 -0.0037931 -0.1958700 0.0155870 -0.4010800 0.0037465 -0.2203300 0.1041000 0.1041000 -0.4170700 -0.1748700 -0.1847100 -0.4072300 -0.4046200 0.0063871 -0.4005200 -0.3994100 -0.0123730 -0.3688400 -0.3688400 0.5371300 0.5371300 -0.1951700 -0.1838300 -0.1838300 0.4675900 -0.4557800 -0.1053900 -0.3869800 -0.2664900 0.3188300 -0.1946200 -0.0330850 -0.0330850 -0.0196930 -0.405 0.000 -0.401 -0.401 0.000 0.000 -0.369 0.537 -0.195 -0.136 -0.136 0.449 0.000 -0.105 -0.105 -0.266 0.319 0.000 0.000 0.000 0.000 -0.195 0.000 0.000 0.000 -0.400 0.387 0.000 0.000 0.000 0.000 0.204 0.204 0.104 0.104 -0.417 0.547 -0.185 -0.185 0.000 0.000 -0.405 0.000 -0.401 -0.401 0.000 0.000 -0.369 0.537 -0.195 -0.136 -0.136 0.449 0.000 -0.105 -0.105 -0.266 0.319 0.000 0.000 0.000 0.000 -0.195 0.000 0.000 0.000 -0.400 0.387 0.000 0.000 0.000 0.000 0.204 0.204 0.104 0.104 -0.417 0.547 -0.185 -0.185 0.000 0.000 10.6688310 NA 9.6289258 7.8342549 12.1511464 11.5682465 11.1739967 11.0710951 9.1544331 9.1907400 10.3482812 11.3332791 8.0863178 10.5500815 12.1277054 10.4979098 4.0298681 11.5051156 8.7134852 9.8516368 9.6786038 10.4387573 11.5457496 12.8698906 12.6348801 8.7785454 NA 0.4679055 8.9253132 9.1752916 10.988551 12.672045 11.236117 NA 11.106368 9.957780 13.548000 9.934519 6.067845 9.459454 8.178739 12.809451 7.702367 9.138589 10.420674 10.294481 8.877323 10.944679 8.178739 8.122569 12.165986 3.052903 10.759103 9.891048 6.687101 7.007091 2.275275 9.755645 NA 8.528628 10.697953 9.851637 10.216964 9.506851 10.625279 10.652808 4.894197 NA 8.655285 9.670056 6.877323 4.168369 10.774564 11.545082 9.764849 13.032677 10.925826 10.130601 8.687101 9.988551 7.734719 9.970764 9.926821 1.052903 1.467958 9.516419 9.384693 8.612591 9.519141 7.319681 9.906724 4.991495 TCGA-F7-A50J 67 0 NA 947 head and neck stage iii t3 n0 m0 female 2011 NA yes head and neck squamous cell carcinoma 25.5 1960 0 white not hispanic or latino 1 3 NA NA 3 1 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 4.820217e-06 2.011314e-06 9.2828811 -0.5829441 10.1382470 1.0020904 4.0610071 10.7339950 5.1985059 5.7747001 8.9793903 16.2074963 6.9870036 8.2212787 7.8008520 NA 8.9009637 9.2050503 5.2751300 4.3713428 10.6909434 8.7186438 NA 0.4171639 7.9169937 10.9587284 10.4865975 5.7921864 11.1857457 10.2460776 9.9917414 10.7558842 -0.5829441 0.4171639 1.7390704 8.7577100 NA NA 13.0603275 5.4615417 9.9678946 10.3872536 8.0244782 5.3240401 12.5759152 1.0020904 NA 12.2992176 12.4832370 8.7746998 0.4171639 11.2925132 5.3233160 10.9674136 5.6839350 5.2245034 NA NA NA 1.4171639 1.4171639 15.1128646 15.7327936 12.5523761 11.9194824 NA 1.7390704 11.6165134 NA 1.7390704 9.9572758 11.1728699 NA 19.5566966 10.7140640 4.4171504 1.0020904 0.4171639 11.2265140 7.1175870 5.6069722 10.1825997 10.6603218 14.8642633 9.3611277 6.9090014 4.3713428 12.1884309 9.3149933 4.7025523 11.5738629 7.0391998 10.0189186 11.0272499 2.0021264 8.5820546 10.5573385 7.3713437 NA NA 3.5870769 7.3655150 9.0628063 9.0465044 NA NA NA 5.0318583 NA 10.5308900 NA 13.4785190 10.3066137 10.8872982 2.4171369 12.8999557 5.0610028 8.3886915 11.2793977 9.3596624 9.1279541 9.7322974 10.5425612 10.0410292 10.0601020 1.0020904 9.7447005 5.1175870 8.0931048 12.3491779 8.2657707 12.5310527 8.3625917 NA 11.7086063 NA -0.1882600 -0.1882600 0.4756000 0.7007900 0.0034398 0.0034398 3.6569000 0.4617400 0.4586000 0.4586000 0.4586000 -0.0593100 -0.0323680 -0.0323680 -0.0683670 0.6836200 0.6836200 0.1342600 0.1461900 0.1291500 0.6987300 -0.0590280 0.0185790 -0.0828290 -0.0828290 -0.1160300 0.7567700 0.7332500 0.0730850 -0.0744390 -0.0744390 -0.0744390 -0.1882600 -0.1882600 -0.1882600 -0.3618400 -0.3618400 -0.3618400 -0.3618400 -0.0891970 -0.1086800 -0.1086800 -0.1086800 0.1754000 0.1754000 0.1512000 0.0034398 -0.0891970 -0.0891970 -0.1972500 -0.0323680 -0.0323680 -0.0919760 -0.0869580 -0.0869580 0.6836200 0.1870400 0.1461900 0.1291500 0.1291500 0.1531000 0.1770600 -0.0590280 0.1760200 0.1855200 0.0185790 0.0185790 -0.0828290 -0.0828290 -0.1160300 0.2047000 -0.1764100 0.0730850 0.0730850 0.0730850 0.000 0.000 0.684 0.684 0.146 0.146 0.129 0.177 0.000 0.176 0.176 -0.105 0.000 0.000 0.000 0.205 0.205 0.000 0.000 0.733 0.733 -0.176 -0.101 -0.188 -0.188 -0.362 0.476 0.000 0.000 0.701 0.175 0.000 0.000 0.000 0.000 -0.109 0.350 0.000 0.000 0.000 0.000 0.000 0.000 0.684 0.684 0.146 0.146 0.129 0.177 0.000 0.176 0.176 -0.105 0.000 0.000 0.000 0.205 0.205 0.000 0.000 0.733 0.733 -0.176 -0.101 -0.188 -0.188 -0.362 0.476 0.000 0.000 0.701 0.175 0.000 0.000 0.000 0.000 -0.109 0.350 0.000 0.000 0.000 0.000 10.269677 NA 8.209255 7.445054 12.184712 14.268324 11.247267 11.207496 8.707167 9.743577 10.638131 11.064606 7.956306 10.493963 12.174538 10.049234 5.077645 11.573863 8.800852 10.018919 9.960180 9.774700 11.297879 13.117396 12.668334 8.732297 NA 4.275126 8.862162 10.448504 10.4832370 11.6226356 10.8105382 NA 10.7379483 9.8116105 14.8376321 9.1535498 5.8928816 8.4115012 7.9367840 12.2379251 8.5449617 8.5770190 10.9707626 8.9446248 10.6909434 10.6211074 8.6119045 7.4886098 12.2992176 1.4171639 10.4276759 12.5523761 4.9407118 6.7209282 -0.5829441 10.6088239 -0.5829441 9.1450683 9.7536543 10.0189186 11.0272499 11.0396572 10.5573385 11.5059360 3.5046077 NA 7.8888230 9.6543577 7.2115632 2.8765857 10.5308900 11.3749753 10.8872982 12.3807664 10.7614437 10.6698132 8.5668950 9.7322974 7.7658762 10.0922226 9.4601751 3.2245034 NA 5.3713428 8.6598454 9.4751394 9.2180476 6.6839350 9.9397294 4.4615417 TCGA-F7-A61S 62 0 NA 576 head and neck stage iii t3 n0 m0 male 2012 NA yes head and neck squamous cell carcinoma 11 1989 0 white not hispanic or latino 4 3 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 3.225037e-06 1.248402e-06 9.0426755 NA 10.1051624 NA 3.2025744 10.7538682 6.5651417 5.2281068 8.5973408 16.8698181 6.2531989 7.8298451 7.9304925 NA 9.6932796 9.4720326 5.5850406 2.7171445 8.1265362 7.7702562 NA NA 3.7171445 4.6046703 10.3384644 5.4826805 10.8920708 9.6466995 10.1551052 10.4727004 -0.6047178 NA 2.2025744 8.7234432 NA NA 12.8563127 6.8709503 10.6631741 10.3952170 7.4666793 3.8546440 11.6698863 -0.6047178 -0.6047178 12.1459240 13.1495826 8.4906139 1.3952274 11.2843407 7.7614083 10.9740614 5.7875343 6.2153952 NA -0.6047178 NA 1.3952274 1.7171664 16.9070237 17.5232524 11.6846596 11.7837725 0.3951725 0.9801716 11.3399290 -0.6047178 1.3952274 8.5525638 10.5875099 3.7171445 18.9584766 11.0480620 NA NA 0.3951725 11.0676423 6.5347682 5.8546490 10.4786431 11.0702919 15.0961985 9.1316188 5.0956586 1.9801716 12.3309345 9.6537830 4.2531951 11.6344963 9.2344208 10.0354620 11.0122252 NA 8.1831197 10.5354077 6.7261337 NA -0.6047178 2.7171445 6.3952171 8.4036456 9.4134172 1.7171664 2.9801716 1.9801716 7.5850414 NA 10.7069653 NA 13.0468293 10.0696035 10.8870701 2.8546540 12.6219302 6.3259548 7.9187792 11.6581927 5.3494148 8.9089447 9.8508422 8.2870008 8.4773661 10.3252150 1.9801716 10.3207714 4.5651402 8.9650726 11.0071640 8.3347962 11.6666800 8.3696314 NA 10.5167505 NA -0.00124730 -0.00124730 0.49303000 0.24442000 0.00597000 0.00597000 0.23163000 0.23163000 -0.26264000 0.40394000 0.40394000 0.22653000 0.22653000 0.22653000 0.22653000 -0.00581400 -0.00581400 0.21745000 0.15472000 -0.00910300 -0.00622860 -0.24168000 0.00034956 0.00499690 0.00499690 -0.04955900 0.87069000 0.87069000 0.05010800 -0.01285100 -0.10815000 -0.10815000 -0.00124730 -0.00124730 -0.00124730 -0.48165000 -0.48165000 -0.48165000 -0.48165000 0.22382000 -0.15769000 -0.15769000 -0.15769000 0.24442000 0.24442000 0.24575000 0.00597000 0.23163000 0.23163000 -0.56604000 0.22653000 0.22653000 -0.02356600 0.01768400 0.01768400 -0.00581400 -0.00581400 0.15472000 -0.00821560 -0.00821560 -0.05374600 0.00000000 -0.24168000 -0.02644100 -0.02644100 -0.02835500 -0.01393100 0.00499690 0.00499690 -0.04955900 -0.04317400 -0.08226900 0.05565800 0.05565800 0.05010800 0.000 0.000 0.000 0.000 0.212 0.212 0.000 0.000 -0.242 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.871 0.871 0.000 0.000 0.000 0.000 -0.482 0.000 -0.158 -0.158 0.244 0.244 0.000 0.000 0.232 0.232 0.141 0.404 0.227 0.227 0.000 0.000 0.000 0.000 0.000 0.000 0.212 0.212 0.000 0.000 -0.242 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.871 0.871 0.000 0.000 0.000 0.000 -0.482 0.000 -0.158 -0.158 0.244 0.244 0.000 0.000 0.232 0.232 0.141 0.404 0.227 0.227 0.000 0.000 10.7041248 NA 8.4634847 7.7702562 11.1320417 10.2915191 9.7971631 11.3292764 7.1831192 9.4906141 10.0117658 10.2209709 8.6736663 10.3987349 10.8850649 9.8391965 3.9118641 11.6344963 9.2531979 10.0354620 10.2073944 9.7294902 10.8251467 12.8737124 13.0178408 8.7193974 0.9801716 3.3952136 9.3523191 9.4491429 10.6858118 11.9860379 10.8423002 -0.6047178 10.5443290 10.9314642 14.4220400 9.0939217 6.4064448 8.0569953 7.8749973 11.2461851 8.6331678 8.6071054 10.7751368 9.5115609 8.1265362 9.7810793 8.8749973 7.4286399 12.1459240 0.9801716 10.1617459 11.6846596 6.3140802 7.1163159 -0.6047178 10.4619789 0.3951725 9.0336529 9.2469660 10.0354620 11.0122252 10.9712289 10.5354077 10.7664492 NA NA 7.7615393 9.8225299 6.9421110 3.5651463 10.7069653 11.2485265 10.8870701 12.4752017 11.0565497 10.5386002 9.8890724 9.8508422 7.0676419 10.3289077 9.3581129 4.9187774 NA 5.5037399 9.5858196 9.3537697 9.2375673 5.9951295 9.8597627 3.5651463 TCGA-F7-A61V 54 0 NA 759 head and neck stage ii t2 n0 m0 male 2012 NA no head and neck squamous cell carcinoma 38 1974 0 white not hispanic or latino 3 2 NA NA 1 2 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 3.051648e-06 8.322677e-07 7.4983961 NA 10.4532831 0.1017845 2.9091394 10.0041668 10.2735940 5.7017043 8.9519785 15.7620662 6.7091224 6.5280571 8.4192043 NA 8.7329689 9.5835911 5.0086841 5.1678797 7.7017043 8.3063630 NA NA 6.0325285 8.3568204 10.7256732 NA 10.3773342 10.7178810 10.9283401 10.0041668 NA NA -0.8980810 8.7080303 NA NA 14.4125109 4.6867526 9.9582172 10.5000009 10.3002367 6.3112452 11.5122430 2.8022346 -0.8980810 12.2192724 12.7273863 8.6155193 1.4237395 11.3989945 7.5108433 10.9605497 6.3779167 5.1678797 2.4237126 NA 0.1017845 2.9091394 1.4237395 15.2650081 15.5217113 11.6846393 11.9386310 NA 1.6867470 11.4357855 0.1017845 1.1017845 8.9219706 11.6147789 NA 18.0975974 10.0384296 NA 1.6867470 0.1017845 11.6635569 9.5683780 3.0086841 10.1694277 10.9593839 13.9102531 9.3744214 4.8566770 2.2717245 11.2776530 9.8186111 2.5612284 13.4312376 6.1892553 10.2265592 10.9613264 NA 8.9394197 10.2489966 7.7564276 NA NA 1.9091587 7.4593439 9.8533358 9.5026711 2.4237126 5.0325285 4.1461827 6.6792211 1.9091587 10.2597701 6.6716472 12.7349004 8.8952323 10.7325139 2.2717245 12.4993326 1.4237395 8.3306104 11.2999297 6.5280571 8.7935350 10.1379653 8.2666985 10.6184766 8.2591388 1.1017845 11.0454054 5.4055738 8.1786071 10.9682979 7.9504148 11.1248529 7.5612230 -0.8980810 11.6996114 1.1017845 0.00569190 0.00638710 1.81690000 -0.01009400 -0.02999400 -0.02999400 -0.00152430 -0.00470790 -0.01436000 -0.01436000 -0.00387790 -0.09459200 -0.09221300 0.01153900 0.01153900 0.00569190 0.61589000 0.01042400 0.00299010 -0.01230000 -0.01230000 0.01307400 0.01363200 -0.01532900 -0.01532900 -0.00595220 0.02693500 0.02693500 -0.02178400 0.01502800 0.00000000 0.00000000 0.00569190 -1.01830000 0.01521700 -0.61815000 -0.61815000 -0.01766600 2.35030000 -0.61172000 0.57416000 0.57416000 -0.02370300 -0.61604000 -0.61604000 -0.61825000 -0.02999400 -0.00470790 -0.00470790 0.01112100 -0.71942000 0.01153900 -0.61527000 -0.61527000 0.01028500 0.00569190 0.00750000 0.02314500 0.00027728 0.00027728 -0.00287510 0.02384700 0.01307400 0.03045100 0.03045100 0.01363200 0.02735700 -0.01532900 -0.01532900 -0.00595220 -0.00595220 -0.60352000 -0.02178400 -0.02178400 -0.02178400 -0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 -0.581 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 -0.581 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.816896 NA 9.453714 7.038430 10.482253 9.588617 9.892955 12.181443 7.905922 9.100382 11.813028 10.891733 6.883152 10.148234 12.113019 10.287287 4.367455 13.431238 10.001904 10.226559 10.186600 10.001904 11.519380 13.240035 12.959384 12.188591 1.686747 4.745646 9.260401 9.505869 10.4615412 12.0437562 11.2050795 1.1017845 11.2116223 10.4220281 14.1108303 9.1651866 6.1678817 8.3354113 7.8022314 11.2083546 9.6109233 8.7812718 10.5951468 10.3767522 7.7017043 10.3732546 9.5026711 7.9187750 12.2192724 2.6867470 10.2004818 11.6846393 5.8160364 6.3014633 1.6867470 9.3449656 0.1017845 9.3378059 8.1892543 10.2265592 10.9613264 10.4768310 10.2489966 11.1245062 5.0559895 1.1017845 7.7742171 10.7662389 6.9091466 3.4237261 10.2597701 11.1922349 10.7325139 13.5390236 11.1543597 11.1063632 7.5693969 10.1379653 8.1046066 10.8108755 9.8082877 4.4593464 1.1017845 7.2413426 8.8136308 9.5622476 9.3744214 6.3112452 9.5673580 4.9597748 TCGA-F7-A61W 51 0 NA 14 head and neck stage iva t2 n2b m0 male 2012 NA NA head and neck squamous cell carcinoma 20 1992 4 asian not hispanic or latino 1 4 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.976636e-06 6.935564e-07 7.7195346 NA 10.6197393 NA 1.9154062 10.4256730 2.0853227 4.3748378 9.1786726 16.0660729 6.9377716 7.9266305 7.9733949 NA 9.3819897 8.9895447 5.6433252 3.8695951 -1.0846703 8.5483985 NA NA 4.9597980 9.8010996 10.9090494 1.7227720 10.5900370 10.5601609 10.6593962 10.7811366 NA 0.5003942 1.5003432 9.1056231 NA NA 13.7244680 2.5003687 10.1247653 10.9998795 5.7482922 4.1633297 11.1415144 -1.0846703 NA 13.4663905 11.9349941 10.0446863 NA 11.0686386 8.0743914 11.0038603 3.8695951 9.3385193 1.2373190 -1.0846703 NA 2.2373190 0.9154062 15.0098714 15.7794365 10.7784281 12.0167225 NA 2.9154062 12.2486985 NA -1.0846703 9.0395247 10.8549826 NA 17.7743010 8.8969705 NA 0.5003942 NA 11.8726868 8.3332560 5.1633297 9.6001519 11.4685526 15.7796741 9.6270704 5.7857676 1.9154062 11.7146850 10.2663425 3.0028645 12.2989632 7.8372444 10.4137539 10.4555314 NA 8.4661503 11.0495087 5.1052297 NA -1.0846703 1.7227720 6.8696000 9.3531554 8.7687130 NA 1.5003432 NA 4.4389648 -1.0846703 10.5314927 NA 12.7757144 9.3068940 10.2208951 5.4699934 13.0605394 2.7227502 7.2507939 11.8914304 10.6727933 9.0940682 9.3704634 7.2729554 7.4112584 11.1736749 2.6158400 9.0828215 9.4399451 9.8124924 11.4318420 8.1321491 12.0828215 9.3562726 NA 9.1716119 NA -0.03885000 -0.02739800 0.86255000 0.95304000 0.05394800 0.05394800 0.05238300 0.05167200 -0.78740000 0.04075100 0.84159000 -0.76894000 -0.76894000 -0.76364000 -0.00249380 0.04060500 0.04145800 0.05366400 0.05551500 0.05380600 0.01301100 -0.01174900 -0.74229000 0.01684500 0.01684500 -0.56230000 0.04627500 0.04627500 -0.19043000 -0.03572100 -0.09122100 -0.26805000 -0.03841300 -0.02739800 -0.03490400 -0.77133000 -0.77133000 -0.77133000 -0.77133000 -0.81002000 -0.02454600 -0.02454600 -0.04048000 0.09885100 -1.29290000 0.00763920 0.05311100 0.04315700 -0.81604000 -0.78740000 -1.29290000 -0.76364000 0.01712400 -0.78210000 0.03707600 0.04060500 0.03199900 0.01558700 -0.76149000 -0.76149000 0.00487060 0.00000000 -0.00027724 0.00277450 0.03087300 -0.04631000 0.04556600 -0.76414000 -0.79369000 -0.55997000 -0.21354000 -0.19337000 -0.14708000 -0.14708000 -0.14708000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.753 -0.562 -0.562 -0.268 -0.268 0.000 0.000 -0.193 0.000 0.000 0.000 -0.771 0.000 0.000 0.000 0.000 -0.752 0.000 0.000 0.000 0.000 -0.787 0.000 -0.764 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.753 -0.562 -0.562 -0.268 -0.268 0.000 0.000 -0.193 0.000 0.000 0.000 -0.771 0.000 0.000 0.000 0.000 -0.752 0.000 0.000 0.000 0.000 -0.787 0.000 -0.764 0.000 -0.147 -0.147 10.5222712 NA 9.6742678 5.7980453 11.8325889 10.8376049 10.1674774 9.9968868 6.6769542 9.0459739 10.8880242 11.8454014 6.6296495 11.0291455 11.1594698 10.0140934 5.1370854 12.2989632 7.9597974 10.4137539 10.5176382 10.1891989 10.8655947 13.0110896 13.2304113 7.3077209 0.9154062 1.2373190 9.5878287 8.7307867 10.99388774 12.31734947 11.66548218 -1.08467032 11.12607467 11.54748974 14.23923040 9.87323092 4.61584589 9.32585477 8.77493824 10.41773788 9.79636430 8.54476008 11.04790307 9.53378875 -1.08467032 10.50599034 8.52827164 4.23733426 13.46639054 1.23731897 10.25747801 10.77842807 5.83426625 6.20080643 -0.08467032 9.19617399 NA 8.42121488 9.33114514 10.41375389 10.45553138 11.49188766 11.04950873 11.57784921 NA -1.08467032 4.89268245 9.74036213 3.67028517 2.91540617 10.53149268 11.65602735 10.22089509 12.71205136 10.95432232 10.66945566 10.20772500 9.37046336 7.89839702 10.29098589 9.62707036 -1.08467032 NA 2.82230186 8.64039462 9.66611036 9.98753590 7.94330953 10.61019649 7.17279151 TCGA-F7-A620 47 0 NA 543 head and neck stage iii t3 n1 m0 male 2012 NA no head and neck squamous cell carcinoma 30 1982 1 white not hispanic or latino 3 1 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.59518e-06 1.075012e-06 11.04850206 NA 10.01673378 2.14293618 4.43245170 10.08285358 6.23041055 6.82477167 8.56734770 17.33750389 5.74120809 8.31509747 8.24448610 NA 9.19581781 9.43960922 4.97302343 2.43245170 11.15882753 7.21142792 -1.02708682 NA 3.49659017 3.49659017 10.77068446 1.97302343 10.28930447 10.04917046 9.76255661 10.76337140 -0.02693983 NA 1.78039410 9.04727145 NA NA 12.12815740 4.33057274 10.50829831 10.36694965 7.68038203 5.75438247 12.11895508 3.43245170 NA 12.17575899 12.82037395 8.52184499 1.29495887 11.37363560 5.95909315 11.24565271 6.65250370 6.04983766 NA NA 0.97298668 2.55797368 2.14293618 16.56428704 16.80884674 11.10520132 12.05733306 1.55797368 4.14294434 10.98878642 NA 1.97302343 8.86024369 10.96843676 2.67346597 18.58426751 11.15820813 -1.02708682 1.29495887 0.55797368 11.14638774 9.16901025 6.32175135 10.20609129 10.79439832 14.84194192 9.44062856 1.97302343 2.67346597 12.10214494 9.79718617 4.10230539 11.15190250 9.62497160 10.02355186 11.19037485 0.55797368 8.45885238 10.48576341 1.78039410 NA 1.97302343 2.78037310 6.87991402 8.59140827 8.66999051 1.78039410 2.87992137 4.18247778 5.48081766 NA 11.29917149 NA 12.98337621 9.16522936 10.35023346 4.14294434 12.84627477 5.18247778 8.04983875 12.02014685 5.96170667 9.18491129 9.30974145 8.26993922 9.36641336 10.54240394 1.78039410 10.97090102 5.49658378 7.72121610 10.94528478 8.69241185 12.16485326 8.66650985 -1.02708682 10.55610567 1.29495887 -0.209670 -0.209670 0.377920 0.132730 0.022619 0.022619 0.029747 0.029747 -0.309320 0.421760 0.438510 0.067724 0.067724 0.067724 0.077430 0.024127 0.024127 0.000000 0.000000 -0.017529 -0.017529 0.068235 -0.168770 -0.164850 -0.164850 -0.019040 0.061508 0.061508 0.050819 -0.096621 -0.096621 -0.091877 -0.209670 -0.209670 -0.283840 -0.213170 -0.213170 -0.213170 -0.213170 -0.071205 -0.071205 -0.071205 -0.071205 -0.055364 -0.055364 -0.055364 0.080312 0.029747 0.029747 -0.309320 0.067724 0.067724 -0.296740 0.282320 0.282320 0.024127 0.024127 0.000000 -0.017529 -0.017529 0.044999 0.044999 0.056228 -0.035857 -0.035857 -0.168770 -0.044957 -0.293480 -0.317270 -0.019040 -0.019040 -0.142070 -0.114700 -0.114700 0.050819 -0.014 0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.124 -0.124 -0.165 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 -0.142 0.000 0.183 -0.027 -0.213 -0.213 0.000 0.000 0.133 0.000 0.000 0.000 0.000 0.000 -0.309 0.439 0.000 0.000 -0.115 0.000 -0.014 0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.124 -0.124 -0.165 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 -0.142 0.000 0.183 -0.027 -0.213 -0.213 0.000 0.000 0.133 0.000 0.000 0.000 0.000 0.000 -0.309 0.439 0.000 0.000 -0.115 0.000 10.567348 -1.027087 8.912308 8.230411 11.079913 10.263030 10.176371 10.844158 7.717857 9.857194 10.729996 10.839143 9.707733 10.459355 11.430917 10.319537 4.372534 11.151903 8.772305 10.023552 10.358346 9.891886 11.121500 13.359653 13.183162 8.068420 NA 3.973023 9.167780 8.732911 10.4941326 11.8870342 10.9891347 1.5579737 10.4808176 10.2687919 14.0461984 7.7835948 6.4487556 8.7625564 7.2813616 10.8874081 9.4528133 8.4365475 10.6132634 9.2421497 11.1588275 9.9687900 8.6803820 9.1265749 12.1757590 0.9729867 10.1316326 11.1052013 5.9617067 7.8495396 1.7803941 9.5914085 0.9729867 9.2526335 10.3355147 10.0235519 11.1903749 10.4502752 10.4857634 11.0401211 NA 1.5579737 7.6204816 10.5858914 8.2699392 5.5579859 11.2991715 11.0848106 10.3502335 12.6778992 11.0717130 10.9391679 9.1836942 9.3097414 6.9155376 10.5546943 9.5523388 6.1726955 0.5579737 5.7144901 10.1083090 9.3261697 9.2813619 5.6734631 9.3578067 4.0604884 TCGA-F7-A622 75 1 359 13 head and neck stage iii t3 nx m0 male 2012 NA no head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 4 3 NA NA 3 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.733891e-06 6.588786e-07 7.6546819 NA 10.5793752 NA 2.6670292 9.4207028 6.4555261 3.7311615 8.6934277 16.2108090 5.6338642 8.2327380 8.2601668 NA 9.0003888 10.6417055 4.8514542 0.2076430 1.5295211 7.1848783 NA NA 4.0149533 4.3775264 10.0060703 3.5999128 10.5159376 9.8167773 10.4784778 10.0802734 NA -0.7923570 NA 8.1414072 -0.7923570 NA 11.5782860 5.8075121 10.6964429 9.7717481 8.1114805 3.2950618 11.6787657 3.3775264 NA 9.6349114 12.0076895 8.3003558 NA 10.6598398 9.0966308 10.7597873 7.5695420 7.2019524 0.7925222 -0.7923570 NA 1.7925639 1.7925639 15.3702257 16.0939708 11.6283483 11.7688865 NA NA 11.3089177 NA 0.2076430 7.6422265 11.4641021 -0.7923570 19.0554420 11.2030124 1.5295211 0.2076430 NA 11.3226422 6.9149579 6.3775229 9.4324323 11.4185742 14.3977319 9.1368571 6.8296504 5.6169899 12.3995831 9.5102374 0.2076430 11.9276205 8.8296504 10.9376441 11.4889491 NA 8.1762654 9.5771960 7.5607455 -0.7923570 -0.7923570 0.2076430 6.8514542 8.8387756 8.4673418 0.7925222 NA 7.3420249 3.6670292 NA 10.2334302 NA 14.0003889 8.1690195 10.5379553 5.2076001 12.5888711 5.1144878 8.2327380 11.5736475 5.7925613 8.8853181 9.6021898 10.8273600 9.4243444 9.2844142 -0.7923570 6.9010853 2.6670292 8.0624671 10.8130781 8.8675944 11.3465103 8.3522567 NA 10.7530457 -0.7923570 0.0066925 0.0066925 0.7698100 0.0356430 0.0236850 0.0236850 0.8804200 -0.5246200 -0.1514600 -0.1514600 0.6810200 0.5616700 0.5616700 0.6082900 0.6360600 0.6095200 0.6095200 0.0397390 0.0000000 -0.0061117 -0.0061117 -0.0290590 -0.0522820 -0.0051440 -0.0051440 -0.0424340 -0.0062499 -0.0062499 0.0567760 -0.0118890 -0.0118890 0.7154400 0.0066925 0.0066925 -0.0027466 -0.7219100 -0.7219100 -0.7219100 0.0211610 0.0111000 0.0111000 0.0111000 0.0111000 0.0356430 -0.6843400 -0.6843400 0.0150610 0.0794250 -0.6398300 -0.1514600 -1.2929000 0.6082900 -0.0198720 -0.0106120 -0.0038992 0.6095200 0.6095200 0.0000000 -0.0089304 -0.0089304 -0.0001600 -0.0001600 -0.0200220 -0.7554000 -0.7554000 -0.0522820 -0.0522820 -0.0051440 -0.0051440 -0.0424340 -0.0387350 -0.0491750 -0.0244130 -0.0100080 0.0471150 0.000 0.000 0.610 0.610 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.715 0.000 0.000 0.000 0.000 0.000 0.000 -0.722 0.000 0.000 0.000 0.000 -0.684 0.000 0.000 0.770 0.000 -0.151 -0.151 0.608 0.608 0.000 0.000 0.000 0.000 0.610 0.610 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.715 0.000 0.000 0.000 0.000 0.000 0.000 -0.722 0.000 0.000 0.000 0.000 -0.684 0.000 0.000 0.770 0.000 -0.151 -0.151 0.608 0.608 0.000 0.000 10.410947 NA 9.659108 3.529521 10.766019 10.380645 9.766019 10.545778 6.591302 9.580464 10.146443 10.352894 8.105444 10.006880 11.450773 9.759307 5.203311 11.927620 8.715393 10.937644 10.340741 9.151579 11.657779 13.148013 13.453448 8.974127 1.207581 3.014962 9.808441 8.985676 10.498193 11.780299 11.309902 0.207643 10.247203 11.493290 15.078826 9.882673 4.792559 8.326540 8.300356 12.868709 9.410861 8.279061 10.930833 9.560745 1.529521 10.206189 7.658810 4.762189 9.634911 2.014962 9.846939 11.628348 4.880024 2.667029 0.207643 9.891470 -0.792357 8.625451 5.090244 10.937644 11.488949 10.631240 9.577196 11.184163 NA -0.792357 6.529527 9.410947 5.417052 3.908035 10.233430 10.699952 10.537955 13.052991 11.060908 11.287750 8.369990 9.602190 7.084115 10.770795 8.693428 NA NA 4.908039 9.124254 9.546335 9.538515 4.988957 9.525011 3.455531 TCGA-F7-A623 70 0 NA 616 head and neck stage iva t1 n2b m0 male 2012 NA yes head and neck squamous cell carcinoma 42 1971 2 white not hispanic or latino 2 4 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 5 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 5.305706e-06 2.323414e-06 7.5529219 NA 10.5485905 1.8489984 6.2668709 10.5794881 7.4526440 7.4892627 9.4198224 15.7851613 6.6563734 7.7708588 7.7069988 NA 10.9595013 9.2466926 6.0681871 3.6563705 2.4339743 8.9110642 -1.1510416 4.7559077 7.5179032 3.3084483 11.4045658 4.4928722 9.7453505 10.5649800 10.1158045 11.0584713 -0.1510416 4.2533086 1.8489984 10.3128335 -1.1510416 7.9705517 11.6725842 7.0584713 8.5090137 11.0164361 8.0437748 6.5904853 11.2090420 3.8032167 NA 12.4993966 12.2739716 8.7101049 0.4340277 13.0953875 11.1545810 11.9513218 5.7070001 6.3328332 2.6563820 0.4340277 NA NA -0.1510416 14.6022595 15.0514642 8.6320162 12.9037071 -1.1510416 4.0189457 9.9043004 0.4340277 2.1709506 9.7301320 10.7686262 -0.3770696 18.3542131 10.0095198 6.4928738 0.8490385 -1.1510416 11.3418726 7.1527989 6.9987653 10.4019944 10.2546914 14.2631086 10.3983213 6.8713853 6.4710704 11.6677999 9.6295577 4.5214403 12.4275581 8.8262977 10.7324250 11.4316304 4.9151050 8.7023275 11.6658017 9.1709460 0.8490385 NA 2.9364778 8.1251422 9.5125761 8.7619072 1.6563591 3.6563705 NA 7.0088891 NA 11.3224701 6.8769245 12.4752974 10.2314366 10.7619073 3.3084483 12.8254926 7.5871099 8.7678812 11.5099053 6.0088902 9.3607707 9.5777889 12.1332637 9.3676712 8.8920452 -1.1510416 7.1204805 8.8602452 8.1459342 11.6757650 7.9962226 12.0416190 10.2429447 NA 11.7383318 -1.1510416 0.2001500 0.6538700 0.8439600 0.7216800 2.7763000 -0.6013800 -0.2865500 0.1356900 0.2319400 0.2319400 1.4587000 -0.5181500 -0.4652500 -0.4611000 0.0878240 -0.2389900 -0.0063668 -0.5721900 -0.0074720 0.0582240 -0.3309800 -0.2537000 0.0946370 0.6779000 -0.2922400 -0.2888100 -0.2472700 0.2885000 0.0491140 0.0457080 -0.5902900 0.0189430 0.2001500 -0.9329000 -0.5958500 -0.2963800 0.2880200 -0.6114000 -0.6134500 0.2686000 0.2621600 0.2621600 0.0603650 0.0105640 0.0105640 0.0188030 -0.2862000 -0.2795300 -0.5528600 -0.2016200 -1.1259000 -0.1863500 0.0102850 0.0505340 0.6926000 -0.5831400 -0.2120600 -0.0074720 -0.3397300 -0.3397300 -0.0757450 0.0795910 -0.2476400 -0.0020864 0.2537900 -0.2607100 -0.1658600 -0.5928300 -0.5928300 -0.2888100 1.1216000 0.0454240 0.0000000 0.0000000 -0.0186280 0.000 0.000 -0.277 -0.277 0.000 0.000 -0.340 0.000 -0.248 0.299 0.299 -0.583 0.000 -0.261 -0.261 0.277 0.277 0.000 0.000 -0.247 0.041 0.000 -0.267 0.074 0.200 0.288 0.288 0.262 0.262 0.000 0.000 -0.292 -0.292 -0.283 0.000 0.000 0.000 -0.490 -0.490 0.000 0.000 0.000 0.000 -0.277 -0.277 0.000 0.000 -0.340 0.000 -0.248 0.299 0.299 -0.583 0.000 -0.261 -0.261 0.277 0.277 0.000 0.000 -0.247 0.041 0.000 -0.267 0.074 0.200 0.288 0.288 0.262 0.262 0.000 0.000 -0.292 -0.292 -0.283 0.000 0.000 0.000 -0.490 -0.490 0.000 0.000 10.5143539 0.8490385 9.9045919 4.4036086 9.5854198 10.9381307 10.1268865 12.1873365 7.8602452 9.5223271 9.9430957 9.1955317 7.4600430 10.1087612 12.9073480 10.0226952 5.5998920 12.4275581 8.7973853 10.7324250 10.5546503 9.4330410 11.5568085 12.2068765 12.1515141 1.8489984 NA 3.2413368 10.0963521 10.7804942 11.050223 11.839654 12.210825 1.433974 11.674374 9.800303 13.638296 10.412691 5.871385 9.712430 8.915107 12.314584 9.112933 10.590485 9.706999 9.287810 2.433974 10.981518 9.853941 9.015181 12.499397 2.936478 10.544246 8.632016 6.610569 7.058471 1.848998 9.098131 NA 9.817685 7.489263 10.732425 11.431630 10.094571 11.665802 10.326776 3.936478 1.170951 5.988569 9.157357 8.011410 5.115803 11.322470 11.871386 10.761907 13.711413 10.495127 10.687828 8.454498 9.577789 6.904300 10.126305 9.901586 4.549460 -1.151042 2.849018 9.957091 9.491070 9.916452 7.535519 10.675567 5.478373 TCGA-F7-A624 73 0 NA 378 head and neck stage ii t2 nx m0 male 2012 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 6 NA NA 2 3 2 2 2 3 7 0 0 4 0 0 6 5 0 0 0 4 0 4 0 4 0 0 0 0 4 6 4 0 4 0 0 0 0 0 1 0 0 4 0 0 0 1 0 0 0 0 0 0 4 4 0 1 0 0 1 4 0 0 0 0 0 4 4 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 1 4 0 0 0 0 0 7 0 0 0 0 0 7 0 0 4 0 0 6 0 0 0 0 0 0 6 0 0 4 0 0 4 4 0 0 4 6 4 4 0 0 0 4 0 0 0 4 0 4 4 0 0 0 1 0 1 0 0 0 0 4 4 0 0 1 0 4 0 0 0 1 0 4 0 4 4 0 0 0 1 0 6 4 0 1 0 0 0 0 4 4 4 7 4 1 0 0 0 0 1 4 0 0 0 0 0 0 7 4 4 6 0 6 0 0 0 0 6 4 0 0 4 0 0 0 0 4 0 0 4 7 0 0 0 0 1 0 0 1 0 0 0 0 0 4 0 0 1 4 4 0 0 9.581482e-05 3.679317e-05 8.4538336 0.3610946 10.0405567 NA 2.3610665 10.2744647 -1.2239803 6.6830044 8.5882915 17.2493242 6.8898568 7.5834687 8.5770141 0.3610946 9.5640166 10.0592025 4.9053990 3.2355433 10.5305842 8.6309824 0.3610946 NA 6.6709324 1.3610946 8.8177732 -0.2238118 10.5882914 9.8395091 10.6097948 10.0844531 NA -0.2238118 2.3610665 7.9760073 -0.2238118 NA 10.3695053 3.7761145 11.2221635 9.5234679 8.7404551 5.1336663 8.6418473 6.9002353 NA 10.3483407 0.7761040 8.3035913 -0.2238118 3.4765502 -0.2238118 10.0287795 8.3926630 8.7690523 -1.2239803 NA 1.7761040 3.2355433 2.5834709 16.4794832 17.0728902 11.0013216 11.7259408 -1.2239803 2.6830002 8.5623836 NA 0.3610946 7.9757866 11.4728644 4.3544522 6.7303098 12.4222228 NA -0.2238118 3.0240359 11.0560149 7.9560230 5.5310009 9.6633348 11.5259835 14.7367044 9.7455007 8.2231976 3.9855642 12.5575763 10.8273231 1.3610946 10.8407457 10.3723039 9.5301666 11.2626978 NA 8.6587570 9.8839850 7.6860074 -0.2238118 NA NA 6.2996769 8.2293846 8.7317640 3.5310071 2.3610665 -1.2239803 -0.2238118 NA 10.0661329 6.8313972 13.0143696 9.2442290 10.2360580 0.7761040 13.9256628 1.9460571 7.6026625 11.4204211 7.1424359 8.6633347 10.1403199 4.5310009 8.8609225 9.7215579 1.9460571 10.7820895 5.3610770 6.6402999 10.6886293 8.8820227 10.3963340 8.0216668 NA NA NA -0.0218770 0.0029133 0.0158660 0.0068044 -0.0505060 -0.0505060 0.0000000 0.0000000 0.6727000 0.6727000 0.6727000 0.0098669 0.0098669 0.0098669 0.0098669 -0.0227370 0.0556580 0.4919900 0.4919900 -0.0467180 -0.0467180 -0.2323800 0.0103900 -0.0052610 -0.0052610 -0.0216470 -0.0224690 -0.0224690 0.0513260 -0.0349040 -0.0388100 -0.0547270 -0.0218770 -0.0218770 0.0029133 0.0158660 0.0158660 0.0158660 0.0158660 -0.0232920 -0.0232920 -0.0232920 -0.0118870 0.0068044 0.0068044 -0.0387140 -0.0505060 0.0000000 0.0000000 0.6727000 0.0098669 0.0098669 -0.0203470 -0.0123000 -0.0123000 -0.0227370 0.0556580 0.4336100 -0.0509650 -0.0509650 0.1577100 0.1577100 -0.1987500 -0.0294480 -0.0294480 0.0103900 0.0158660 -0.0088526 -0.0088526 -0.0216470 -0.0285060 -0.0286280 0.0538060 0.0538060 0.0513260 0.000 0.000 0.000 0.000 0.492 0.492 0.000 0.158 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.492 0.492 0.000 0.158 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 10.4387825 NA 8.6632585 9.0049328 8.5276580 6.5898953 -0.2238118 10.8979713 11.7040772 10.4100175 10.4839046 8.4937906 9.1598184 9.1248422 8.8728294 10.1142934 5.0895405 10.8407457 10.4091094 9.5301666 9.7943143 10.0764666 10.0821758 14.3854897 13.2071546 2.4765631 0.3610946 3.6340937 8.8820227 9.1192999 11.0684358 11.9285574 9.5476037 2.2355433 10.3582561 11.9905850 13.3016294 6.8422032 7.9309324 8.0661328 7.8448921 11.4560340 9.7031142 8.9220462 11.0796095 10.2689687 10.5305842 9.2669650 9.4791525 9.6433928 10.3483407 5.6949777 10.1592784 11.0013216 7.3648289 9.2107424 -1.2239803 8.8754619 0.3610946 8.7303105 7.2839088 9.5301666 11.2626978 10.7862925 9.8839850 10.9226828 NA NA 6.0522376 10.7841926 9.1759260 1.7761040 10.0661329 10.5533694 10.2360580 13.0062096 11.5025452 10.8839850 10.5459520 10.1403199 7.9806851 10.1785933 9.1446205 5.1855058 3.3610805 NA 11.1966139 8.9733309 8.5276580 7.8177735 9.7859428 4.0240448 TCGA-H7-7774 75 0 NA 407 head and neck stage iva t4a n0 NA female 2011 NA yes head and neck squamous cell carcinoma 55 1956 0 white not hispanic or latino 3 6 NA NA 3 3 1 3 2 2 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 5 7 0 6 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 4 0 5 0 0 0 4 0 7 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 4 0 0 0 0 0 0 6 0 0 0 4.334728e-06 1.317757e-06 7.4290769 NA 10.2085026 -1.1408255 2.6665748 9.5939309 9.8620363 6.2342599 8.4903984 16.3781126 7.6536369 6.9729637 7.8953947 NA 9.0000510 8.6405812 4.8983583 7.2385996 2.4441900 8.8634417 0.4441370 NA -0.1408255 1.8592142 10.9303485 -1.1408255 10.5461595 10.0619573 11.3647848 10.7334343 NA NA 2.4441900 8.9084163 NA NA 12.8941922 3.2515373 9.6697930 11.3417773 8.0637925 3.6141091 11.7546073 0.4441370 NA 12.3466846 12.7044173 10.5913887 0.4441370 12.2862722 14.4620092 12.9237115 5.3670145 6.8134182 0.4441370 NA NA 1.4441900 -1.1408255 15.4744195 16.1413372 10.9060043 12.9912390 1.8592142 5.5734654 10.2260899 -1.1408255 0.8592540 9.5334136 11.5882047 1.8592142 18.9830801 11.3075958 NA -0.1408255 1.4441900 11.8727185 5.9677450 4.0686708 11.6193050 10.3083700 15.3968796 9.7713622 7.1071491 2.4441900 10.8242841 10.3974102 6.7109703 12.8660733 9.6438562 11.3047536 12.5899038 NA 8.1023952 11.4554111 6.1901388 NA NA 2.4441900 6.5596616 8.6633524 10.6797992 3.9036168 -0.1408255 NA 6.2079494 NA 10.8676499 -0.1408255 13.0037203 9.2943395 10.8895437 5.0291481 13.6921114 2.1811344 7.5527083 10.8599256 6.9936472 9.5129620 9.5973137 7.2686122 7.1856505 11.0570523 0.8592540 10.4944860 4.8134169 8.3670159 12.0727813 8.8221173 10.7199204 7.8336358 NA 12.7445364 -1.1408255 -0.00263220 0.00444110 0.00000000 0.01237600 -0.00226520 -0.00226520 0.07867700 0.07867700 0.01936300 0.01936300 0.01936300 0.35986000 0.35986000 0.36890000 0.38998000 -0.00138580 -0.00138580 0.57434000 0.57434000 -0.00553750 -0.00553750 -0.00484610 -0.00954260 -0.00221680 -0.00221680 -0.02137300 -0.00429290 -0.00429290 0.05295200 -0.00456950 0.11228000 0.11228000 -0.00263220 -0.32158000 0.00444110 0.00000000 0.00000000 0.00000000 0.00000000 0.00388540 0.00388540 0.00388540 0.00388540 -0.00031520 0.00083195 0.00083195 -0.00226520 0.07867700 0.07867700 0.01936300 -1.11250000 0.38998000 -0.00858180 -0.00858180 -0.00180140 -0.00138580 -0.00138580 0.57434000 -0.00553750 -0.00553750 -0.00304750 -0.00304750 -0.00484610 -0.00180140 -0.00180140 -0.00954260 -0.00954260 -0.00221680 -0.00221680 -0.02137300 -0.02137300 -0.00429290 0.05295200 0.05295200 0.05295200 0.000 0.000 0.000 0.000 0.574 0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.390 0.390 0.000 0.000 0.000 0.000 0.000 0.000 0.574 0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.390 0.390 0.000 0.000 10.661738 NA 9.727481 6.607415 10.044716 11.253684 12.584588 12.957253 8.061345 10.784776 14.800796 9.925311 9.359067 10.879159 13.583362 11.750246 4.013024 12.866073 8.845063 11.304754 10.906686 9.876726 11.492671 12.131182 12.735546 9.928000 NA 1.666575 9.240764 9.762350 11.516986 11.435469 13.076422 0.444137 11.462848 10.453079 15.025855 10.024128 7.685770 9.089242 8.764608 12.140862 8.196843 7.552708 10.726886 8.367016 2.444190 11.280234 9.065015 7.049046 12.346685 1.181166 10.261701 10.906004 5.692112 6.406117 2.444190 9.866249 -1.140826 9.001329 7.941370 11.304754 12.589904 10.446530 11.455411 11.120435 -1.140826 NA 8.561013 10.607414 6.207949 3.988503 10.867650 11.817774 10.889544 12.047656 10.525889 10.287058 7.822118 9.597314 6.559662 10.302165 9.530762 0.444137 1.859214 9.121316 8.350734 10.091642 10.014672 7.216773 10.012140 4.559663 TCGA-H7-8501 54 0 NA 461 head and neck stage iva t4a n1 m0 male 2012 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 6 NA NA 3 3 2 3 2 1 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 7 0 0 7 0 4 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4.646828e-06 1.387113e-06 9.9547523 NA 10.3832294 2.1400588 5.4824482 10.1774063 NA 7.4824474 8.4148497 17.7537778 6.5126093 8.7777153 7.5663205 -0.6672634 10.1899040 9.0452275 5.7731550 1.3326793 8.1206028 8.9510859 0.9176991 NA 8.2455898 9.5865480 9.6192582 0.3327366 10.2237247 9.8562624 9.9016067 10.2161075 NA NA 3.1400588 8.4775373 NA NA 12.8160125 4.3770960 11.0584928 9.9720412 8.1560679 6.2984842 10.4862525 1.6546188 NA 10.4671268 10.8694334 8.0537999 0.9176991 7.0674096 4.1400588 10.7404993 6.0875880 8.2485799 NA 0.3327366 -0.6672634 5.7756432 2.5026361 15.8037555 16.3792970 12.1464817 11.0954978 0.9176991 2.5026361 10.2297897 1.9176609 3.0331410 8.6181028 10.7605371 5.0755155 17.1971890 12.2617739 NA 1.9176609 0.3327366 11.2645460 7.3879828 6.6455835 9.4078320 11.4862525 14.0225893 9.1400554 0.9176991 3.4201590 11.7096398 9.0156952 5.9025560 11.1248360 10.4181730 8.3495086 10.7276990 NA 8.1368317 9.6781057 6.7673290 NA NA 0.9176991 6.2984842 8.5101201 10.3688741 -0.6672634 3.3326936 NA -0.6672634 NA 10.8275561 NA 12.3002870 10.3023460 11.1388473 1.3326793 13.8529509 3.7250213 7.9765567 11.7399683 7.2927026 8.4799055 10.1521771 7.7589654 10.5391044 12.1821056 3.6546303 9.7641982 5.0875901 8.3852684 10.5609179 8.5051279 12.7551595 8.4386089 NA 8.9510859 -0.6672634 -0.00827010 -0.00788630 0.00083195 0.04344000 -0.00954680 0.00889200 -0.00512270 -0.00512270 -0.40849000 0.38188000 0.38188000 0.08233200 0.08074500 0.05594300 0.04177900 0.01014600 0.01014600 -0.20411000 0.00000000 -0.01642900 -0.01642900 0.15965000 0.07139100 -0.01182600 -0.03143300 -0.03204100 0.18889000 0.18889000 0.03594700 -0.00664320 -0.00664320 -0.02096100 -0.00788630 -0.00788630 -0.00788630 0.00083195 0.00083195 0.00083195 0.00083195 -0.00581400 -0.00581400 -0.00581400 -0.00581400 0.04344000 0.04344000 0.04344000 -0.00954680 -0.00512270 -0.00512270 -0.40849000 0.05594300 0.05594300 0.00138680 0.00138680 0.00138680 1.04930000 0.01014600 0.00000000 -0.01642900 -0.01642900 -0.02114500 -0.01061200 0.15965000 -0.00899060 -0.00899060 0.07139100 0.07139100 -0.17677000 -0.17677000 -0.03204100 -0.03204100 -0.13596000 0.04655900 0.02970800 0.01516100 0.000 0.000 0.000 0.000 0.377 0.000 0.000 0.000 0.160 0.000 0.000 0.000 0.000 0.000 -0.145 0.000 0.000 0.000 0.000 0.189 0.189 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.408 0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.377 0.000 0.000 0.000 0.160 0.000 0.000 0.000 0.000 0.000 -0.145 0.000 0.000 0.000 0.000 0.189 0.189 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.408 0.382 0.000 0.000 0.000 0.000 10.365435 NA 8.775520 8.798267 10.197660 9.937207 8.517576 9.905401 7.792132 9.614631 9.684744 10.064019 9.865056 9.722870 12.013939 10.563922 4.199115 11.124836 8.512610 8.349509 9.295597 9.762107 10.055508 13.078220 12.611295 6.758965 NA 4.377096 8.858221 8.904453 11.3568013 11.5461086 8.7880279 0.3327366 10.0322729 11.0825699 13.7477107 7.0121809 6.8795955 8.0741677 7.2395909 11.8481539 9.9842725 8.5323727 10.8155085 9.6353394 8.1206028 9.6792142 9.4254576 7.6455835 10.4671268 3.3326936 10.4639144 12.1464817 5.8718584 7.2927026 NA 10.2876239 -0.6672634 8.2839852 9.8853697 8.3495086 10.7276990 11.8515995 9.6781057 11.3543746 3.2395966 1.3326793 8.7859713 10.7839116 5.1400547 4.6546303 10.8275561 10.3832294 11.1388473 11.9326134 11.4872022 10.9330780 9.6181028 10.1521771 7.7547653 9.4095161 10.7575491 5.3099801 0.9176991 NA 10.7305890 9.2678656 8.8621312 6.1271173 9.7568668 4.2395890 TCGA-H7-8502 50 0 NA 458 head and neck stage iva t4a n2b m0 male 2012 NA yes head and neck squamous cell carcinoma 40 1982 2 white not hispanic or latino 1 3 NA NA 3 3 2 3 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.5808668 NA 10.5317515 2.5099998 3.5099998 10.1032878 0.9250120 4.5880010 8.5470896 15.6232000 6.5880025 9.7259378 8.0439793 -0.6599505 8.5199845 9.1312383 5.0679957 0.3400495 0.9250120 8.9306625 NA NA 9.9501775 9.0832269 11.0102891 NA 10.3994199 10.3575798 10.2913602 10.3926435 NA NA 2.7995018 9.0322549 NA NA 15.1094226 3.5099998 9.4769513 10.9589197 7.6665052 6.1980560 11.8925044 2.5099998 NA 14.3250724 13.9001694 9.3540960 NA 10.5658854 6.8474733 11.7388191 6.7151150 3.6620004 NA NA NA 3.3400780 3.2469705 15.1087509 16.0462092 10.8439012 13.0548576 NA 2.7995018 9.4275383 NA 1.6620232 9.1792791 10.7840550 0.3400495 18.7369562 9.8577448 3.1474370 1.3400495 1.6620232 11.9861841 6.7830192 5.4486004 11.2353364 10.5580331 15.9608394 9.6427144 3.1474370 4.0949623 11.0794342 9.9956062 5.5880040 11.7665263 9.5385205 11.2158248 11.9448603 NA 8.1886986 11.2563281 4.0949623 NA NA 2.5099998 5.4898223 9.7830190 9.3000773 NA -0.6599505 NA 7.0265755 -0.6599505 10.6998250 3.0405067 12.4303533 9.4024589 11.6751866 0.9250120 12.8416639 4.0405155 8.9287902 11.3800226 6.5397482 8.9785114 9.4101963 5.9250381 11.9322988 11.1883071 0.9250120 7.2648882 5.4061659 7.5736949 11.6053975 8.0815426 12.5369849 9.0594643 NA 9.8208657 0.9250120 -0.00360110 -0.00360110 1.48970000 0.65424000 0.25418000 0.00013863 0.00152550 1.26460000 -0.70190000 0.64561000 0.62224000 0.11111000 0.11111000 0.12211000 0.71039000 0.00332990 3.65690000 -0.00415460 -0.00415460 0.00527490 0.00527490 0.00930980 -0.03572100 1.00340000 -0.69151000 -0.06625200 0.00736090 0.00736090 -0.01904000 -0.00871460 -0.00277070 0.00000000 -0.00360110 -0.00360110 -0.00360110 -0.68159000 -0.69033000 -0.69033000 -0.69033000 -0.64311000 0.08002400 0.08002400 0.07743000 0.01852300 0.00458000 -0.00332430 0.27715000 0.67270000 -0.72190000 -0.70190000 -1.29290000 0.71039000 0.00249690 0.00249690 0.00249690 0.01852300 -0.69830000 -0.01676400 -0.00539090 0.00527490 0.01838300 0.01838300 0.00291330 -0.00013862 -0.00013862 -0.03067700 0.59062000 -0.69151000 -0.69151000 -0.06625200 -0.06625200 -0.70334000 -0.01436600 -0.01436600 -0.01904000 0.000 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.591 1.003 -0.667 0.000 0.000 0.000 0.000 0.000 0.000 -0.703 0.000 0.000 0.000 -0.682 0.000 -0.643 0.000 0.636 0.000 0.254 0.000 0.000 0.000 -0.702 -0.080 0.122 0.710 0.000 0.000 0.000 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.591 1.003 -0.667 0.000 0.000 0.000 0.000 0.000 0.000 -0.703 0.000 0.000 0.000 -0.682 0.000 -0.643 0.000 0.636 0.000 0.254 0.000 0.000 0.000 -0.702 -0.080 0.122 0.710 0.000 0.000 11.564379 NA 10.786580 5.715114 12.370915 12.546931 9.908032 10.841913 9.010732 8.925038 10.753174 12.012280 8.121435 10.638711 11.492677 10.425548 3.717199 11.766526 9.786125 11.215825 11.323782 10.528046 11.246966 12.555672 13.283872 7.859712 NA 0.925012 9.698727 9.352700 12.046356 11.825653 11.146625 NA 11.162248 10.954325 15.561319 10.486644 5.568896 9.118153 8.668750 11.182819 10.039648 8.255955 10.383103 9.666505 0.925012 11.432833 7.913722 5.625478 14.325072 NA 10.043979 10.843901 5.246967 4.863636 NA 9.304416 NA 9.442051 9.946481 11.215825 11.944860 11.282590 11.256328 11.729707 NA NA 8.169798 10.211981 3.588001 4.983933 10.699825 11.774964 11.675187 12.430519 10.700923 9.507494 9.886970 9.410196 6.282590 10.555002 10.254461 1.340049 NA 1.925050 8.592173 9.778867 9.396713 6.489822 10.170591 5.012502 TCGA-H7-A6C4 35 0 NA 414 head and neck stage iva t2 n2b m0 female 2012 NA yes head and neck squamous cell carcinoma 9 1994 5 white not hispanic or latino 3 1 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.456468e-06 4.508117e-07 9.7480863 1.3446581 10.3412628 1.0226874 3.9296111 9.9378525 6.0995351 6.9652348 8.7074685 16.6746267 6.7162076 8.1976458 8.0834160 -0.9773836 9.0874628 9.5482409 4.9769181 5.7506413 8.3999307 8.3310589 -0.9773836 NA 5.2895062 11.0010730 10.5344727 3.0227229 10.4085825 9.9534575 10.5389125 10.8627111 -0.9773836 -0.9773836 2.0227229 8.9855727 0.6076736 NA 13.8196722 5.0450891 9.5085495 11.0695031 7.8073549 7.4862446 12.7807350 4.0671138 NA 8.1673785 10.7459543 8.5618790 -0.9773836 12.0423108 10.0765917 12.0542490 6.5849625 6.4064244 2.7231653 NA 1.8300930 1.0226874 0.6076736 16.1360346 16.5693492 10.5897255 12.5382967 NA 4.0671138 10.0540767 NA 2.0227229 9.1494245 10.8401035 1.6076736 19.1567415 10.7118444 NA 0.6076736 0.0227584 11.6198415 11.1985814 6.6001493 10.8268471 10.3835671 15.3739354 9.5205719 4.3446510 3.5462771 11.4788177 9.5982593 4.9296111 12.0138840 8.7540390 9.9015373 11.7002195 NA 8.5462821 9.8930847 5.4821513 NA -0.9773836 3.4150420 6.7641869 8.4573485 9.2187073 2.9296017 4.5145705 NA 0.6076736 NA 10.5433388 -0.9773836 12.9923764 9.8395277 10.7175132 5.3446474 13.0321988 3.9296111 7.2223921 11.6447719 7.0227196 9.1597112 9.4102205 11.3219281 9.4862444 11.1920188 NA 7.1207521 6.1101836 9.1750048 11.4669585 8.0142420 13.5975501 8.4128890 0.0227584 11.6069780 0.0227584 0.0457080 0.0457080 0.0630800 -0.0127130 0.0100060 0.0100060 3.6569000 0.0000000 -0.3425100 0.3531600 0.3531600 -0.0220580 -0.0220580 -0.0220580 0.0079175 -0.1514400 -0.1514400 0.0015255 0.0015255 -0.0362740 0.0087528 -0.0837310 0.0049969 -0.1516200 -0.3237900 -0.0449570 0.0206230 0.0206230 -0.0313590 0.0070826 0.0070826 0.0070826 0.0457080 0.0457080 0.0457080 -0.3371000 -0.3356000 -0.3356000 -0.3356000 -0.0770780 -0.0770780 -0.0770780 -0.6887900 -0.0127130 -0.2256400 -0.2256400 0.0100060 0.0000000 0.0000000 -0.3425100 -0.0220580 -0.3880600 -0.0029091 -0.0029091 -0.0029091 -0.1514400 -0.1514400 0.0015255 -0.0362740 -0.0362740 -0.0127130 -0.0127130 -0.0837310 0.0102850 0.0102850 0.0049969 0.0049969 -0.3237900 -0.3237900 -0.0449570 -0.0449570 0.0034687 -0.0313590 -0.0313590 -0.0313590 0.000 0.000 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.152 -0.324 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.336 0.000 0.000 0.000 0.000 -0.213 0.000 0.000 0.000 0.000 0.011 0.353 0.000 0.000 0.000 0.000 0.000 0.000 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.152 -0.324 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.336 0.000 0.000 0.000 0.000 -0.213 0.000 0.000 0.000 0.000 0.011 0.353 0.000 0.000 0.000 0.000 10.7620788 NA 9.0695711 8.3912264 11.6708529 14.3192270 11.1664222 12.0571752 8.3714482 10.0437001 10.3653504 10.9863387 7.9445610 10.3819206 12.5947097 10.6226329 4.3051607 12.0138840 8.3890423 9.9015373 10.1167978 9.6189098 11.8354991 12.6864572 12.5253033 7.1724675 0.6076736 1.3446581 9.0834160 8.8697773 10.8638912 11.5746686 11.3944967 1.3446581 11.0244801 10.2137793 14.4478029 9.3401327 6.8040794 8.1976458 8.0478595 11.8926994 8.3117247 8.5925755 10.6328221 8.4426802 8.3999307 10.4826639 8.1286285 8.5125678 8.1673785 1.6076736 10.6240266 10.5897255 6.0339471 7.6039208 0.6076736 10.2180923 1.0226874 8.3581105 10.1474876 9.9015373 11.7002195 11.0961922 9.8930847 10.8488713 2.6076736 3.1926518 9.2272913 12.8844855 7.5305148 4.1520049 10.5433388 11.4596918 10.7175132 12.7166426 10.7480863 9.7801101 9.0156584 9.4102205 7.3127387 10.6715270 9.2694608 4.7776091 0.0227584 8.9534573 8.6534603 9.7633442 9.4278615 7.0888094 10.2664891 4.7231599 TCGA-H7-A6C5 65 0 NA 642 head and neck stage ii t2 n0 m0 male 2012 NA yes head and neck squamous cell carcinoma 50 1952 0 white not hispanic or latino 1 2 NA NA NA NA 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 3.190359e-06 1.421791e-06 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.04188300 0.04188300 0.02272500 0.03059100 0.03185900 0.03185900 0.01209700 0.01209700 0.06293700 0.06293700 0.06293700 -0.62226000 -0.62226000 -0.65761000 -0.30131000 0.00305220 -0.27500000 0.01279500 0.01279500 0.04386500 0.04386500 0.00903120 -0.01833400 0.72376000 -0.60516000 -0.05347600 0.00000000 0.00000000 0.25214000 -0.06741700 -0.00857660 -0.00857660 0.04188300 0.04188300 -0.63972000 -0.61806000 -0.61806000 -0.61806000 -0.61806000 -0.60999000 -0.24800000 -0.24800000 -0.24800000 -0.62597000 -0.61537000 0.01195800 0.03185900 0.01040900 0.01040900 -0.06425800 -0.62226000 -0.19600000 0.01656500 0.01656500 0.01656500 0.00305220 -0.27500000 -0.66333000 -0.64959000 0.00040273 -0.19312000 -0.19312000 0.00903120 -0.01300700 -0.01300700 -0.66226000 -0.08466100 -0.60516000 -0.61441000 -0.05347600 -0.05347600 -0.67591000 -0.56336000 -0.56336000 0.28786000 0.000 0.000 0.000 -0.275 0.000 0.000 0.000 -0.193 0.000 0.000 0.000 -0.644 0.000 0.040 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.576 -0.576 -0.598 -0.248 0.000 0.000 0.000 0.000 0.630 0.000 0.000 0.000 -0.622 -0.622 -0.563 -0.275 0.000 0.000 0.000 -0.275 0.000 0.000 0.000 -0.193 0.000 0.000 0.000 -0.644 0.000 0.040 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.576 -0.576 -0.598 -0.248 0.000 0.000 0.000 0.000 0.630 0.000 0.000 0.000 -0.622 -0.622 -0.563 -0.275 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-H7-A76A 57 0 NA 637 head and neck NA tx n2b mx male 2013 NA yes head and neck squamous cell carcinoma NA 1989 2 white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.254058e-06 9.016233e-07 10.4818449 NA 10.7867615 1.3668118 6.7066507 10.2448522 7.1216889 7.5713727 7.9667142 16.0075546 5.8586549 8.0741602 8.4648332 2.8262332 9.2309874 9.6568201 5.6705826 6.5063528 11.7099870 8.8606568 2.1741507 NA 8.4805434 9.2107225 10.4766320 NA 9.9620588 10.0844777 10.6993974 10.7033079 NA -0.6333001 4.7930635 8.1640089 -0.6333001 NA 11.8369518 5.3209973 9.3137075 9.9107998 8.8546412 7.0034257 13.6839312 0.3668118 NA 10.7358533 12.2458101 8.9117659 3.8262332 10.3158985 6.5908999 11.3671535 5.6522025 7.0178529 -0.6333001 -0.6333001 NA 4.1216868 0.3668118 15.9040338 16.6398968 10.5529155 12.1074254 NA 3.8903591 8.8526306 6.3209973 3.6147334 8.3780286 11.8055931 1.8625109 17.7790105 12.5512118 -0.6333001 NA 5.4111957 10.6977182 8.9833502 6.0947217 10.0448997 10.8923221 14.8622192 8.5640180 3.5367243 5.4542647 10.9545788 9.8981828 3.5367243 11.8925668 9.7144228 10.3547759 11.3653918 -0.6333001 8.8465817 10.4166499 5.5165479 -0.6333001 NA 5.8903640 7.7548187 7.8942782 10.2893857 3.1741507 2.6887399 NA 7.6429261 -0.6333001 9.4582368 0.3668118 13.1870800 8.7358098 9.7601918 2.1741507 13.5362566 5.9213911 7.4057201 11.0801878 10.2363952 8.6052061 10.3934147 6.5956200 12.9943352 10.5719836 2.1741507 10.9399751 7.0533014 8.5037924 10.7951615 8.4621984 12.5502816 7.5012273 0.3668118 11.0797582 2.9517556 0.00055459 0.00055459 0.07440800 0.55054000 -0.07233800 -0.07233800 -0.00664320 -0.00664320 0.20855000 0.20855000 0.20855000 -0.01161100 -0.01161100 -0.01161100 -0.02274400 -0.01450300 -0.32484000 -0.01601700 -0.01601700 -0.00221680 -0.00221680 -0.10684000 -0.01670400 0.27222000 0.27222000 0.21929000 0.03707600 0.03707600 0.03467700 0.25247000 0.27143000 0.54153000 0.00055459 0.00055459 0.00055459 0.07440800 0.07440800 0.07440800 0.07440800 0.00000000 0.00000000 0.00000000 -0.01725400 0.00332990 0.00332990 -0.01340200 0.00166420 -0.00664320 -0.00664320 0.20855000 -0.01161100 -0.01161100 -0.01243800 -0.01243800 -0.53764000 -0.01450300 -0.29307000 -0.01601700 -0.01642900 -0.28596000 -0.26937000 -0.26937000 -0.10684000 -0.02575600 -0.02575600 -0.01670400 -0.01670400 0.27222000 0.27222000 0.21929000 0.21929000 -0.00484610 0.02468900 0.02468900 0.02468900 0.000 0.000 0.000 -0.279 0.000 0.000 0.000 -0.269 -0.107 0.000 0.000 0.000 0.000 0.272 0.272 0.219 0.219 0.271 0.271 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.547 0.000 0.000 0.000 0.000 0.000 0.209 0.209 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.279 0.000 0.000 0.000 -0.269 -0.107 0.000 0.000 0.000 0.000 0.272 0.272 0.219 0.219 0.271 0.271 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.547 0.000 0.000 0.000 0.000 0.000 0.209 0.209 0.000 0.000 0.000 0.000 10.683648 NA 9.283412 5.344083 8.862656 8.014188 10.319543 11.568619 10.384306 10.663717 10.547332 10.052426 8.576255 10.068108 10.537352 11.440608 4.618521 11.892567 9.040993 10.354776 10.250972 9.426146 11.207186 13.292664 12.304359 10.004332 NA 2.366812 9.148161 9.953641 10.529822 11.341933 13.292634 1.366812 11.147751 10.323903 15.237622 9.098120 8.617100 8.003426 8.822128 12.401772 7.764476 9.578690 10.545466 8.524148 11.709987 9.287154 9.882501 9.958324 10.735853 5.706652 9.436922 10.552916 5.858655 8.344081 6.121689 9.933807 1.688717 9.164463 9.542974 10.354776 11.365392 10.585970 10.416650 10.496084 NA NA 8.554153 10.292356 10.364686 2.951756 9.458237 9.962991 9.760192 12.974132 10.935233 9.738578 8.917548 10.393415 9.141588 10.690419 9.035686 8.234080 1.703101 12.108268 11.656587 9.291614 8.335468 7.344081 9.304911 4.793064 TCGA-HD-7229 60 0 NA 2 head and neck stage iva t4a n0 NA male 2011 NA NA head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 6 NA NA 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.750861e-06 1.421791e-06 8.5679203 NA 10.4676898 NA 3.0014420 10.7088026 6.3706769 5.3393120 8.8962613 17.0416997 7.3667934 10.1255647 7.5180189 NA 10.1335861 9.0758824 5.5319584 1.1534162 9.9295505 7.5830625 NA NA 4.5039466 5.1169220 11.5090178 5.2065573 10.0573284 10.2811830 10.0275057 10.6299902 NA -1.1684470 2.2909551 9.6584800 0.4165155 NA 14.7682944 5.1353009 8.9334942 11.5449049 7.4645139 4.3233701 12.5005142 2.8315125 NA 13.5167600 14.3925080 9.4581400 -0.1684470 12.5505863 6.6373262 12.5497302 6.8922149 6.2744611 -1.1684470 -1.1684470 NA 1.1534162 NA 16.9671924 17.1973201 11.3358408 13.0322638 NA 3.2909551 11.1483656 -1.1684470 1.1534162 8.3841876 11.0391429 1.8723954 19.1659816 10.5380145 NA 1.4164615 3.0794464 11.8771074 6.2991237 5.5180189 11.4768436 9.9282335 15.9978188 9.1018137 4.3861074 2.4164885 9.9504595 10.1307264 5.2409096 11.9138488 7.6128781 10.6887219 11.6703284 NA 8.2130614 11.0479611 2.5319678 NA 2.0014420 4.2577801 5.8538859 9.8621856 9.2847889 2.4164885 4.8315175 NA 6.5662276 1.4164615 10.5947308 NA 14.4083865 10.2954514 11.3452460 5.6895005 12.6784778 2.8315125 8.1735932 11.9669071 10.0924379 9.4617856 9.4522149 8.4295708 9.4070576 9.6054817 1.6388616 9.6251218 5.8427451 8.5354220 11.6149260 8.3899393 12.6150283 9.3918513 NA 9.8272855 -0.1684470 0.55714000 -0.04020300 0.55868000 -0.01050800 -0.00318590 1.50690000 1.11640000 -0.01794800 -0.57664000 0.55230000 0.85047000 1.64240000 -0.33745000 -0.00027724 0.54041000 0.00360760 0.55974000 0.00000000 0.00000000 -0.02534600 0.01684500 0.03552400 0.01922300 -0.53622000 0.03510000 0.00346870 0.03622900 0.03622900 0.03883800 0.01251600 -0.00079031 -0.00304750 -0.04020300 -0.04020300 -0.04020300 -0.58794000 -0.59039000 -0.59039000 -0.04156700 -0.00802440 0.53661000 0.53661000 -1.12020000 -0.01050800 -0.01050800 -0.01050800 -0.00318590 -0.01794800 0.00221930 -0.58481000 -0.33745000 -0.00027724 -0.05684600 -0.05684600 0.01332200 0.54647000 0.57773000 0.00000000 -0.55937000 -0.02534600 -0.56406000 0.01572700 0.02997100 0.03524200 0.04315700 0.01922300 0.01922300 -0.55905000 -0.55905000 0.00346870 0.00346870 -0.53815000 0.08233200 0.05252500 0.03883800 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.536 -0.536 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 0.000 0.000 0.000 -0.546 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.074 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.536 -0.536 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 0.000 0.000 0.000 -0.546 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.074 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.575301 NA 9.114352 8.924276 12.200707 13.944153 11.939880 11.033336 6.991389 9.739160 10.055520 12.257914 10.848675 10.895924 12.327623 9.844841 4.683517 11.913849 8.864941 10.688722 11.476952 11.407767 11.641889 12.257172 12.898745 7.378413 1.831512 3.416475 10.134728 9.350172 10.459964 11.941023 10.037922 1.153416 11.265104 10.597633 15.740567 9.993910 5.853886 8.323371 8.855273 11.239848 9.520285 7.839947 10.647298 7.918981 9.929550 11.006132 8.985071 9.113448 13.516760 1.416461 10.521516 11.335841 5.171367 6.714162 -1.168447 9.397572 1.153416 9.346232 8.878642 10.688722 11.670328 11.465422 11.047961 11.529138 NA NA 8.281967 11.341541 7.886801 5.116922 10.594731 11.460875 11.345246 11.558801 10.344259 10.687555 9.769628 9.452215 6.918981 10.341788 10.122689 2.290955 -1.168447 7.493297 9.892383 9.757073 10.340304 5.612877 9.639678 4.446230 TCGA-HD-7753 62 0 NA 866 head and neck stage i t1 n0 NA male 2011 NA yes head and neck squamous cell carcinoma 40 NA NA black or african american not hispanic or latino 2 3 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2.774226e-06 6.935564e-07 9.91039479 NA 10.25773657 2.24810974 4.52821498 10.40761883 1.24810974 6.10608864 9.18137691 16.34181427 7.51489470 7.99149974 7.79610387 NA 8.43227463 8.94259016 5.47417643 4.02571985 2.68867274 9.18306241 NA NA 9.56422782 4.94854946 10.96357961 2.14120388 10.18348341 10.65416099 10.17673204 11.05822042 0.02573756 1.02573756 3.48514341 8.88422487 NA 1.76268898 15.21031963 6.66957108 9.83994542 11.81062288 7.20562417 6.65507271 12.17164760 3.61067644 -1.55936666 14.81174678 12.96835212 10.15069827 0.44073963 12.36982638 8.14458738 12.24639606 6.34161934 7.41803305 -1.55936666 NA 0.44073963 1.24810974 1.24810974 15.93312903 15.92206432 10.23476260 13.45817035 -0.55915408 4.86701674 9.70460901 -0.55915408 3.61067644 8.82984639 10.75079758 0.02573756 19.20954011 10.76858622 NA 1.24810974 NA 12.42899380 8.04252396 4.85014432 10.74682315 10.06280480 16.85789260 9.71221590 7.37149004 2.96430621 11.51271800 10.83199652 6.01060755 12.18090682 8.37444354 10.30532602 11.52522916 NA 8.62190535 10.77250964 8.02946779 NA -1.55936666 4.78060407 6.78504829 9.61505447 9.13598113 0.44073963 0.44073963 NA 6.40653667 NA 11.03461088 -1.55936666 13.08939139 9.55288616 10.79196828 5.48514663 13.24437958 5.54927795 7.90427755 11.29853959 10.48275422 9.83949671 9.47506360 7.53878490 11.64562970 12.00359159 0.76264647 10.18684729 9.10786438 9.67137388 12.39212873 8.41660079 12.59264157 9.42801694 0.02573756 10.09135591 0.76264647 -0.0183530 0.0143300 0.3386900 0.9350800 0.3362600 -0.3830000 0.3288200 0.3346400 2.1774000 -0.0099565 0.6708500 -0.3990800 -0.3758300 -0.3740300 -0.3969500 -0.4001900 3.6569000 0.3181900 0.2864400 0.4907800 -0.2760700 0.2953300 0.2496500 -0.0683950 -0.0683950 -0.1287500 -0.0657510 0.2012100 -0.0252090 0.0000000 -0.3241400 0.0771420 -0.4227600 0.0143300 -0.3895100 -0.3858200 -0.3743700 -0.3856000 -0.0889040 -0.3974200 0.3103300 0.3103300 0.3209300 -0.3739200 -0.3739200 -0.3832600 -0.4011900 0.3346400 0.3017000 -0.4011900 -1.1066000 -0.3740300 0.4329100 -0.3163400 -0.0691980 -0.3867200 -0.3938600 0.2864400 -0.2957400 -0.2957400 0.3411200 0.3129000 0.3196400 0.2786800 0.3135400 -0.4206800 0.2717200 -0.7584000 -0.7863900 -0.1287500 -0.1874800 -0.3317800 -0.0040162 -0.0040162 -0.0387530 0.000 0.000 -0.368 -0.368 0.311 0.311 -0.276 0.362 0.320 -0.160 0.279 0.000 0.170 0.000 0.000 -0.129 -0.129 0.000 0.000 0.201 0.201 -0.332 0.312 0.000 0.000 -0.374 -0.374 -0.383 0.310 0.561 -0.374 0.254 0.254 0.329 0.329 -0.382 0.000 -0.397 -0.397 0.000 0.000 0.000 0.000 -0.368 -0.368 0.311 0.311 -0.276 0.362 0.320 -0.160 0.279 0.000 0.170 0.000 0.000 -0.129 -0.129 0.000 0.000 0.201 0.201 -0.332 0.312 0.000 0.000 -0.374 -0.374 -0.383 0.310 0.561 -0.374 0.254 0.254 0.329 0.329 -0.382 0.000 -0.397 -0.397 0.000 0.000 11.107865 NA 8.855660 7.048084 12.780533 12.544775 11.091805 11.364452 9.193134 9.090009 11.097401 12.866624 7.676767 10.937856 9.919523 10.572931 4.609678 12.180907 9.069198 10.305326 10.195223 9.971159 9.852794 12.794475 12.147033 8.584136 -1.559367 NA 8.667165 11.557422 10.2692861 12.4554709 11.2099709 -1.5593667 11.5642277 10.0787363 13.9832404 9.1729202 6.3172697 9.3528938 8.5401009 11.9342331 9.5246377 8.5815829 9.6094251 9.1342399 2.6886727 11.5343356 9.0554628 8.6056599 14.8117468 -0.5591541 11.2529302 10.2347626 6.3596160 7.2286552 0.7626465 9.3603612 NA 8.8701597 10.1091948 10.3053260 11.5252292 11.1985596 10.7725096 11.0240708 5.9326069 0.7626465 8.2464969 10.4813851 6.9445785 4.0257198 11.0346109 12.2668048 10.7919683 11.9676189 10.1843252 9.5758210 9.2432692 9.4750636 8.0828048 10.6857113 10.7322114 0.4407396 NA 3.8670167 8.1471973 9.1678225 10.8813626 7.8394967 10.9465645 4.9164862 TCGA-HD-7754 69 0 NA 783 head and neck stage iva t2 n2b NA male 2011 NA yes head and neck squamous cell carcinoma 4 NA 4 white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.733891e-06 7.975899e-07 9.7639374 NA 11.3947036 4.6942618 5.3760889 10.1323626 12.0028873 5.7675118 8.8832646 13.7753589 8.2178259 8.8700213 8.3524752 -1.8905726 9.1015316 8.3807645 5.3714892 3.8372268 9.8457033 9.6508821 1.4312485 4.6328615 12.9249849 7.5355662 11.5919833 NA 10.4994703 10.8382847 11.1278493 9.9338624 -1.8905726 2.2792336 5.4930068 9.1480489 NA NA 11.1138730 5.1427238 10.2802498 11.8499254 8.0131831 7.4289731 12.9153475 1.1092937 6.2282415 12.5274834 11.8824406 8.7230909 0.6943008 12.2394697 7.6611631 12.7189418 5.6638911 5.7313543 -1.8905726 NA NA 1.1092937 0.9166295 12.5811671 12.9521967 9.2710631 12.9517008 NA 4.6170986 10.5832607 -0.3057884 2.9672793 10.0090360 11.1318426 -0.8905726 17.0102566 10.5968902 NA 3.7817269 2.2792336 11.9430809 8.1454752 2.8097437 11.7240584 9.5117805 15.1539303 9.5460130 1.5687131 2.6328731 10.2060165 10.1513026 5.0634986 12.9532013 10.0786879 12.1122043 13.0811143 -1.8905726 8.6677222 11.3105064 4.7092134 NA NA 1.6942562 7.7147806 9.9900327 10.1159780 1.1092937 0.4312485 1.6942562 2.7531552 NA 10.6727360 4.0634943 12.6522728 10.4290045 10.8812035 0.9166295 13.1687726 7.0693037 9.1057750 10.8408325 10.6862580 9.3278645 10.7577825 9.9819762 13.8915830 10.4070775 3.3947062 11.4133674 6.3477064 9.0801263 12.0996713 7.8149336 11.2494921 8.8832646 1.2792336 11.5991493 1.2792336 0.0000000 -0.0067813 1.5050000 -0.0122070 -0.0060904 -0.0060904 -0.0036011 -0.0036011 -0.0022168 -0.0022168 -0.0022168 -0.8128900 -0.8128900 -0.8032700 0.0279190 0.0032890 0.0032890 2.2339000 -0.0077482 -0.0154660 -0.0154660 0.0127950 0.0072217 1.5264000 0.0120970 -0.0027707 0.0095883 0.0095883 0.1202200 0.0019418 0.0019418 0.7713700 -0.0022168 -0.0067813 -0.0067813 -0.0094046 -0.0094046 -0.0094046 -0.0094046 -0.0087146 -0.0109760 -0.0109760 -0.0109760 -0.0059522 -0.0059522 -0.8259400 -0.0060904 -0.0036011 -0.0036011 -0.0022168 -0.8128900 0.0125070 0.0024969 0.0024969 0.0024969 -0.0051003 0.0032890 -0.0077482 -0.0154660 -0.0154660 0.0055529 0.0055529 0.0127950 0.0188030 0.0188030 0.0072217 -0.7962800 -0.0020784 -0.0020784 -0.0027707 -0.0027707 0.0023581 0.0565130 0.0565130 0.0565130 0.000 0.000 0.000 0.000 2.223 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.505 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.223 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.505 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.803 0.000 0.000 0.000 10.9170587 NA 11.0535504 4.5186925 9.8473936 10.7931689 13.0111582 12.8491347 10.4460868 9.9930901 10.2851628 10.8365837 7.2204373 12.2418011 12.7978795 12.3323226 3.3461768 12.9532013 7.4799888 12.1122043 10.7610258 11.1212275 11.1256517 11.4878035 12.6179009 12.3494219 NA 0.4312485 9.4227512 10.9540072 10.9358498 12.0494314 9.7572095 0.1092937 12.2227994 10.3049812 14.4624304 9.0101681 7.9547913 9.3236205 9.7795150 12.3078999 9.6113723 8.1914506 9.8708526 8.5941241 9.8457033 11.8595896 9.9262850 8.5605124 12.5274834 1.9166677 10.4326376 9.2710631 4.7240117 5.5101802 4.2590465 9.1085969 0.1092937 9.7235511 9.5774162 12.1122043 13.0811143 10.6029067 11.3105064 11.9705822 6.5563850 8.5769068 8.8912348 10.2517276 8.7567598 4.1753889 10.6727360 11.4835258 10.8812035 11.4589973 10.0750856 10.4558151 9.0466752 10.7577825 6.2941759 10.2007368 10.9152729 NA NA 11.1897858 8.4467004 10.6021560 10.2745225 7.1372074 10.7040925 5.2488536 TCGA-HD-7831 74 0 NA 667 head and neck stage iva t2 n2 NA male 2011 NA yes head and neck squamous cell carcinoma NA NA 3 white not hispanic or latino 1 1 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 6 0 0 9.363011e-07 5.201673e-07 12.1610564 -0.7921071 10.0563922 6.4931718 8.0719557 10.6779197 1.2077679 6.0279480 8.7738233 15.4915450 6.8872499 8.6692486 7.6465609 NA 8.3726762 8.3241135 5.0657489 5.4365883 9.3764415 8.7546637 1.5297210 NA 14.1193486 8.4196577 11.3286552 0.2077679 10.3383398 10.5212193 10.4257270 9.9964876 2.7927304 NA 6.9288689 9.4187693 NA NA 14.4472560 6.8731057 9.2978817 11.7941400 9.0842862 8.4341816 10.0618585 5.3575168 -0.7921071 12.3781639 12.2920795 8.3826949 0.7927721 10.7950781 5.3026371 12.9579529 7.0842865 6.4931718 1.5297210 -0.7921071 1.2077679 0.2077679 -0.7921071 14.6906400 15.3953194 9.4873798 12.8139432 NA 5.8942697 10.7357350 3.5296960 4.0151229 9.5817220 10.4937494 NA 16.9727834 11.0622482 NA 5.0151229 0.7927721 12.4446804 9.7214969 2.6672109 10.6475846 9.8739934 17.2630518 8.7096067 0.2077679 5.9082101 11.0179392 10.7733474 5.8801957 11.2762185 8.3421956 11.6898209 12.2997005 NA 8.4580678 11.1199102 7.9288683 NA NA 1.5297210 6.5115503 9.7440166 10.6314105 1.5297210 2.5296960 -0.7921071 7.5341986 NA 12.0048228 0.2077679 12.5599507 9.9476849 10.3305973 5.3162942 13.5187371 7.5957863 8.3215115 11.9490256 11.8992948 9.4233023 10.4777200 10.1495505 14.5110506 11.6094489 1.5297210 9.9348389 8.3726762 9.0934656 12.0909854 7.7155640 12.0873526 9.3383399 1.5297210 9.2589782 3.2077679 -0.0012473 0.0041632 0.4600700 1.1693000 0.1734700 0.1734700 0.1913800 2.6982000 -0.2360900 0.3717400 0.3717400 -0.0906260 -0.0906260 -0.0906260 -0.0143660 -0.2266200 0.2805800 0.3921100 -0.0092666 -0.2159000 -0.2159000 -0.0202750 -0.2221900 0.8550200 -0.1260000 -0.0208240 0.1551700 0.1551700 0.0362640 0.0102770 -0.4191500 0.0000000 -0.0012473 -0.0012473 0.0041632 -0.2207300 -0.2207300 -0.2171300 -0.2171300 0.1954200 -0.2182400 -0.2182400 -0.6716800 -0.0994720 -0.0994720 -0.0994720 0.1734700 -0.2198500 -0.2198500 -0.2306200 -0.0906260 -0.0906260 -0.2323900 -0.2323900 0.1760300 -0.2266200 0.1890400 -0.0168410 -0.2362800 -0.2159000 0.1861600 0.1861600 -0.0202750 0.1671500 0.1671500 -0.2221900 -0.2199700 -0.2226300 0.1843400 -0.0208240 -0.0208240 -0.2288300 0.0535210 0.0535210 0.0362640 -0.232 0.176 -0.038 0.189 0.392 0.000 -0.216 0.186 0.000 0.150 0.150 -0.055 -0.220 0.670 -0.126 0.000 0.000 0.000 0.000 0.155 0.155 -0.229 0.564 0.000 0.000 -0.045 0.172 -0.218 -0.218 1.275 1.275 0.173 0.173 0.195 0.195 0.149 0.372 0.000 0.000 0.000 0.000 -0.232 0.176 -0.038 0.189 0.392 0.000 -0.216 0.186 0.000 0.150 0.150 -0.055 -0.220 0.670 -0.126 0.000 0.000 0.000 0.000 0.155 0.155 -0.229 0.564 0.000 0.000 -0.045 0.172 -0.218 -0.218 1.275 1.275 0.173 0.173 0.195 0.195 0.149 0.372 0.000 0.000 0.000 0.000 12.1643270 0.2077679 10.3148098 7.0406590 12.7831904 11.5933594 9.6000867 11.0231526 11.6527842 9.7362235 10.1501813 12.1338800 8.0934656 11.2161980 9.4160037 10.5183821 3.1261634 11.2762185 9.1764362 11.6898209 10.6824893 10.7790479 10.1266326 12.8782497 12.3517902 3.5296960 NA 1.2077679 9.3587859 9.6661759 10.9301499 12.4490077 10.2418805 2.2077679 11.5738183 10.1800312 13.1171937 8.6086489 7.1964536 9.5893122 9.5620188 12.4815649 8.1438480 8.4792322 10.0223519 9.3421956 9.3764415 10.7096065 7.3473211 8.7927317 12.3781639 2.9082173 10.7960155 9.4873798 5.4931702 7.3058018 1.5297210 9.5285700 0.7927721 9.3254125 10.2098811 11.6898209 12.2997005 10.4704515 11.1199102 10.8394011 3.6671996 2.6672109 9.4883198 10.9250173 8.0563922 5.9626578 12.0048228 11.6397892 10.3305973 11.8737714 9.9125376 10.1078814 9.8828443 10.4777200 8.6956094 10.0548266 11.7430447 NA NA 3.1146669 8.5773231 9.0263516 10.4092807 7.0532591 10.6038388 5.8801957 TCGA-HD-7832 52 0 NA 836 head and neck stage iva t4a n0 NA male 2011 NA yes head and neck squamous cell carcinoma 36 NA 0 white not hispanic or latino 3 6 NA NA 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2.635514e-06 1.075012e-06 8.74119730 NA 10.07537178 -0.51148499 3.88085202 10.62488234 -1.51127935 3.18897055 7.68328871 16.19599895 6.83725957 8.52882172 7.73408499 NA 8.94693843 8.37270229 4.71581102 0.07354606 11.61216840 8.91898455 -1.51127935 NA 8.73883031 1.29589931 11.25754330 6.89792288 10.32615991 10.44961987 10.18332510 10.67866527 -1.51127935 NA 0.48851501 8.74673298 NA NA 13.12905935 2.57598995 9.67566741 11.33147150 6.98438656 5.20277815 12.85499080 -0.51148499 NA 14.44220553 14.57698897 9.13509078 NA 11.52487733 10.91996689 11.80820407 8.36043715 5.53292471 NA -1.51127935 NA 3.84608206 2.07347751 16.15944390 16.05210274 10.56032949 13.20385052 NA 1.48851501 10.60941784 0.81048423 0.81048423 8.85921950 11.45106653 1.81044310 18.71023011 10.31189916 NA 0.07354606 NA 11.66408150 5.85485343 4.84608206 11.41540978 10.70133228 15.77747011 9.55327467 NA 2.29589931 10.94437290 9.95205628 3.98038182 11.85180708 8.96932205 14.20350186 12.09459009 NA 8.28781348 11.71825206 6.05077376 NA NA 2.65846286 6.34028097 8.82168726 9.37955620 NA -0.51148499 1.65846286 7.13599036 NA 10.34884299 NA 13.02289564 9.80936074 13.12090243 1.48851501 12.65736075 5.57599600 8.28943197 11.54415334 5.59705735 8.71011901 10.15826747 10.02769082 9.80650983 10.54720023 0.81048423 11.88272668 4.18897055 6.89367285 11.90993939 8.14852793 11.56384396 9.13419039 NA 10.82000875 0.07354606 -0.00653420 0.01698500 0.67530000 -0.04455100 0.00861350 0.00861350 -0.01147300 -0.01147300 -0.02466100 1.12860000 1.15700000 -0.00816240 -0.00816240 0.02946600 1.97870000 0.01195800 -0.00415460 0.00291330 0.01070300 0.54541000 0.54287000 0.01880300 0.00000000 0.00471900 0.00471900 -0.04319500 0.04060900 -0.01599200 0.14950000 0.00676160 -0.00664320 -0.00664320 -0.00653420 -0.00653420 0.01419000 -0.71506000 -0.69423000 -0.71755000 -0.72853000 -0.01537300 -0.00055444 -0.00055444 -0.00055444 0.67326000 0.67002000 0.58417000 -0.01009400 -0.01147300 -0.06151300 -0.02466100 0.02946600 1.88440000 0.04627500 -0.00041585 -0.00041585 0.01195800 -0.01467900 -0.02025200 -0.08058600 -0.07053600 1.72930000 0.00541390 0.01880300 -0.75694000 0.03326700 0.00000000 0.69577000 0.00471900 0.00471900 -0.04319500 -0.04319500 0.02146300 0.22022000 0.11200000 0.05808100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.718 -0.042 0.000 0.000 0.584 0.584 0.000 0.000 0.000 0.000 0.000 1.129 0.000 1.855 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.718 -0.042 0.000 0.000 0.584 0.584 0.000 0.000 0.000 0.000 0.000 1.129 0.000 1.855 0.112 0.112 12.0293865 NA 11.0559058 7.5918200 11.8928753 12.2333521 9.9418027 10.6891241 8.4772167 9.6622091 10.2291560 11.2861935 8.9325115 10.5526010 11.8729110 10.8073572 3.4496934 11.8518071 9.0488647 14.2035019 12.4047847 9.9868826 11.9046697 12.3626277 14.0783879 7.0238076 -1.5112793 0.8104842 10.8722362 9.9788815 11.81846842 11.41315892 9.22408804 -1.51127935 11.70376159 11.39917467 14.77882031 9.20620829 5.96426462 9.04695263 8.36197622 10.36428133 9.94314994 8.02962846 10.40142131 9.11424077 11.61216840 10.28943185 9.96375876 6.24341965 14.44220553 NA 9.85921935 10.56032949 5.59705735 4.41926920 NA 10.08098896 -0.51148499 9.35735450 8.34495762 14.20350186 12.09459009 10.97812912 11.71825206 11.79701322 2.57598995 NA 8.39542274 10.17547008 3.07349465 5.98038410 10.34884299 11.26146506 13.12090243 11.67866527 10.88727569 10.60129724 9.44780956 10.15826747 6.74592033 10.42957956 9.77104124 -1.51127935 NA 0.07354606 9.01733764 9.69615643 9.78544822 8.23336563 9.19761578 4.75532025 TCGA-HD-7917 62 1 836 342 head and neck stage ii t2 n0 NA male 2011 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 NA NA 3 3 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.01697e-06 1.144368e-06 8.1221524 -1.2484506 10.5479104 0.3363977 3.2750220 10.6055543 7.0506736 4.5843552 9.0159079 15.9434380 7.3735168 8.8717029 7.7316048 NA 9.2129445 10.6928796 5.4228990 2.4519100 0.3363977 8.8742932 NA NA 6.9946397 7.9213899 10.7838553 NA 10.3350181 10.4849042 10.6910444 9.9760699 NA 0.3363977 2.4519100 8.9566596 NA NA 14.3198667 6.4238907 10.3006963 11.0296242 7.7316048 5.6462836 11.9271707 1.5588064 NA 13.1619828 11.5871208 9.7005623 NA 10.3041343 7.4508294 11.5295423 7.5716442 5.2108953 -0.2484506 0.3363977 -1.2484506 1.9213982 1.7514637 13.5215080 14.4290188 10.2808957 11.8741314 -1.2484506 3.7958604 11.1995815 NA 1.0734090 8.8094569 10.7612938 NA 18.2574763 9.0088530 NA 0.3363977 NA 12.2223782 6.8282812 4.2433187 10.0969203 10.5539815 15.1785324 9.7258797 6.8961229 2.6583486 11.6690237 10.0626458 3.9993957 12.3481045 6.9657843 9.5254286 11.2818715 NA 8.4379655 9.7208517 7.2026763 -1.2484506 -1.2484506 3.7056573 7.6218299 9.3127532 8.5030092 0.3363977 4.6341053 NA 7.0182514 -0.2630921 10.7482917 6.9113369 13.1668768 9.5300186 10.7876388 1.7514637 12.9045421 6.6462836 8.5344632 11.9315297 9.0322359 9.5644447 9.6725622 9.1555423 9.3476550 10.3089288 1.0734090 8.9263909 4.2750294 8.1134088 10.7056615 8.6032142 12.2592598 8.9826865 -1.2484506 11.4785347 NA -0.0285260 0.0000000 0.6968500 0.6256500 2.3686000 0.2712300 0.3360600 0.3360600 0.2842900 0.2842900 0.4295300 0.2903600 0.2903600 0.2858000 0.2910000 -0.2001500 -0.2001500 0.2569500 -0.0170680 -0.4801100 -0.4801100 0.2066800 0.1463300 0.0090555 0.2309800 -0.0723070 -0.2347500 0.1963900 0.4876400 -0.0689640 -0.0571490 0.1880900 -0.4640000 -0.0029436 0.0000000 0.2274200 -0.4796900 -0.4756700 -0.4756700 -0.4891000 -0.0275690 -0.0275690 -0.0149500 -0.2302100 -0.2302100 -0.2302100 -0.2349900 0.1683200 0.1683200 0.1408600 -1.1249000 0.2858000 0.1817300 0.1817300 0.1817300 -0.2001500 -0.0535100 -0.0673740 -0.0143430 -0.4793600 0.2943300 0.2943300 0.2197200 -0.0244220 -0.0244220 0.1463300 0.1463300 -0.4926600 -0.4926600 -0.0723070 -0.0723070 -0.0251060 -0.5056900 -0.5056900 0.4194400 0.182 0.182 -0.147 0.000 0.257 0.000 -0.479 0.294 0.220 0.000 0.000 0.146 0.146 0.000 -0.487 0.000 0.000 0.000 0.186 -0.235 -0.038 0.000 0.138 0.000 0.000 0.221 0.697 -0.457 0.000 0.626 -0.230 1.513 1.513 0.336 0.336 0.284 0.405 0.291 0.291 -0.506 0.488 0.182 0.182 -0.147 0.000 0.257 0.000 -0.479 0.294 0.220 0.000 0.000 0.146 0.146 0.000 -0.487 0.000 0.000 0.000 0.186 -0.235 -0.038 0.000 0.138 0.000 0.000 0.221 0.697 -0.457 0.000 0.626 -0.230 1.513 1.513 0.336 0.336 0.284 0.405 0.291 0.291 -0.506 0.488 10.6436285 -0.2484506 9.8481935 7.0041306 11.6206734 10.9238833 10.7248038 11.6106117 9.1319261 9.3726013 11.5949937 11.1340892 7.7821320 10.9279500 13.2757620 10.5138472 5.2644839 12.3481045 9.7179706 9.5254286 10.7893552 10.3826422 10.9859833 13.3870881 13.1537445 9.0666148 -1.2484506 4.3953233 9.7633912 10.3007685 10.7233679 11.8504841 9.9276383 -0.2484506 11.1972560 11.0792984 13.5326676 9.8993060 6.2983596 8.5377348 8.6969091 9.8903769 10.0380517 8.6747925 10.5283094 9.5270754 0.3363977 11.4159124 9.3744320 8.2088459 13.1619828 3.5063480 10.5080215 10.2808957 6.0643483 5.9706328 NA 9.3012499 NA 9.5708460 8.3041341 9.5254286 11.2818715 11.2337690 9.7208517 11.4300653 NA -1.2484506 5.9802836 8.6141025 7.3771741 3.6094477 10.7482917 11.6598578 10.7876388 12.3871833 10.7910697 10.9341699 8.5013344 9.6725622 7.1437822 9.8993060 10.0041306 -0.2484506 0.3363977 9.5105211 8.5047821 9.8369376 10.1443192 6.7172501 10.2838211 4.2750294 TCGA-HD-8224 63 1 446 55 head and neck stage iva t3 n2c m0 male 2011 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.323414e-06 4.508117e-07 9.9093030 -0.7595025 10.5572652 3.3278742 5.5258215 10.3185688 0.8253786 8.8178467 8.0315810 14.9414537 7.9339048 5.6833624 9.4327108 3.4103411 9.7610367 9.1637455 5.9645234 3.8842755 9.3786898 8.9818849 2.5623523 NA 9.6034576 5.2627864 11.0661719 NA 10.2950224 10.0396996 10.4662280 10.3318534 NA NA 4.9953036 9.9829127 NA NA 13.8479795 6.6067398 8.0859079 11.6354165 8.4153438 8.5396261 11.7865890 5.9953059 -0.7595025 12.8186728 12.6008536 8.5802680 1.2404365 11.4785242 6.4595874 12.4917525 7.2291024 4.3697038 6.9751280 1.2404365 3.0477652 0.2403754 NA 13.9240158 13.8601732 8.9563799 12.8551279 2.8253786 5.0983985 9.6466230 1.5623279 4.0477739 9.4437660 11.6034576 -0.7595025 17.5570487 10.2861777 NA 3.3278742 3.5623401 11.7918860 12.0172623 2.2404059 11.5737299 9.7969241 14.8362583 9.3554617 5.3065065 3.5623401 9.4895315 8.6023619 5.4103445 12.2350791 6.2738403 11.0995645 12.5592432 NA 8.4449892 10.8356755 5.8403298 -0.7595025 NA 3.8253786 7.6750460 10.1480599 10.6203379 3.4883479 5.9683396 NA 4.7322692 NA 10.2970558 8.2572261 12.4972164 9.5882055 10.5373342 6.2738403 13.0530967 5.9953059 7.5396257 11.0184952 8.2710853 8.7969241 10.0381850 9.8244409 11.5115892 10.2752170 2.8253786 10.0152051 7.3901655 9.6034576 11.6653716 7.9818852 12.5777612 9.6487478 1.2404365 10.6364876 3.0477652 -0.01519100 -0.03857800 0.75586000 1.06590000 0.68906000 0.65903000 0.04230700 1.37600000 -0.56464000 0.45581000 0.92019000 0.06809100 0.06809100 0.13095000 0.54771000 0.00569190 0.00569190 -0.49767000 -0.02315500 -0.02657700 0.00027728 0.66604000 0.01433000 -0.01395300 -0.01395300 0.04117500 0.02495800 0.04684200 0.00000000 0.59170000 0.00416320 -0.03817000 0.48820000 -0.57960000 -0.54925000 0.14697000 -0.41630000 0.14905000 -0.42145000 -0.56236000 -0.02382400 -0.02382400 -0.01835300 -0.03496400 -0.03496400 -0.54391000 -0.50908000 1.01800000 0.98552000 -0.54239000 -0.48123000 -0.55827000 0.72962000 0.61462000 0.00708260 -0.50619000 -0.00097017 0.00986690 -0.55757000 -0.55577000 -0.54663000 -0.53835000 0.62133000 -0.52573000 -0.52573000 0.01433000 -0.51022000 -0.54351000 -0.54351000 0.04117500 -0.09990800 0.13984000 0.00000000 0.00000000 0.00000000 0.000 0.000 0.000 0.000 -0.475 0.000 0.000 -0.538 0.000 -0.526 -0.526 0.000 0.000 0.000 -0.530 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.000 0.000 0.000 -0.416 0.340 -0.539 0.000 0.654 0.000 0.000 0.000 0.000 0.000 -0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.475 0.000 0.000 -0.538 0.000 -0.526 -0.526 0.000 0.000 0.000 -0.530 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.000 0.000 0.000 -0.416 0.340 -0.539 0.000 0.654 0.000 0.000 0.000 0.000 0.000 -0.484 0.000 0.000 0.000 0.000 0.000 10.5629096 0.2403754 9.8735222 6.8328748 11.6260108 11.5347516 11.4901241 12.0034229 9.1696765 9.0348339 9.9717371 12.5169787 9.2090848 9.9657843 10.4571638 10.9696139 5.1306220 12.2350791 9.2943439 11.0995645 10.6900826 11.0566017 10.5769915 12.4034434 12.0671651 10.1253517 1.5623279 -0.7595025 9.9520850 9.5566996 10.305834 11.007361 10.212680 2.410341 11.814538 9.321236 14.482025 7.395236 8.483592 9.276592 8.656160 11.215908 9.384694 9.124588 9.894159 8.243233 9.378690 10.641297 10.390165 7.530437 12.818673 2.699840 9.862470 8.956380 5.306507 4.732269 4.327881 8.511881 2.562352 8.781515 7.530437 11.099565 12.559243 10.743250 10.835676 11.356437 4.369704 5.410344 8.701611 14.460796 8.437635 4.449872 10.297056 11.264865 10.537334 12.110205 10.719188 10.622502 8.983569 10.038185 5.430242 10.551599 10.286860 NA NA 10.298410 9.793001 10.468034 9.676088 6.469236 11.603458 6.171155 TCGA-HD-8314 58 0 NA 670 head and neck stage iii t1 n1 NA male 2012 NA yes head and neck squamous cell carcinoma basaloid type NA NA 1 white not hispanic or latino 3 5 NA NA 2 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150025e-06 7.282342e-07 9.76929107 -0.90833401 10.21116092 3.89892420 4.97421266 10.74710211 11.52359121 7.98638932 8.99243819 14.74329578 7.64231818 9.11116202 8.50308234 4.09157291 8.92129410 8.63653581 5.18707489 5.88598671 10.76443863 8.83472259 2.67653823 NA 8.06885135 5.99846181 11.70005719 NA 10.35542741 10.81480562 10.88963804 10.68776111 2.55099914 NA 4.64616266 8.92937264 -0.90833401 NA 11.79331100 6.14685477 9.62295286 11.63581133 8.83303839 8.28386437 10.04649461 3.84646323 -0.90833401 10.05084883 11.76642567 8.89085309 0.67653823 10.93627715 4.83114760 11.56958251 7.72092824 6.14685477 1.89894354 NA 0.09153059 0.09153059 -0.90833401 13.67624031 14.02592336 8.98335506 12.77182097 NA 5.96193582 10.05157331 0.67653823 3.99846632 9.66805564 11.50414122 0.09153059 15.81896005 11.74329578 NA 2.09156444 3.55099914 11.72683603 9.94332037 2.99846632 11.52111146 10.24954975 14.83637891 9.28632811 4.79201197 4.04576621 10.54535644 9.65190414 6.50096295 12.64636641 10.05302103 11.89166232 11.99319252 0.09153059 8.54484198 11.48897857 5.37697447 0.67653823 -0.90833401 1.09159829 6.81267021 10.00221405 10.62538776 4.33950086 7.50942349 1.09159829 8.05446757 NA 10.38906082 2.79200156 12.58430081 10.40398354 9.56932969 6.89892662 13.12680003 8.70995675 8.64999189 10.84018350 9.51678717 9.17238875 10.62390782 8.97115466 11.57664590 10.72411220 3.41349931 11.10977151 7.65762572 9.48388872 11.72570171 7.38159054 11.39677810 9.11671096 1.09159829 11.95691799 3.33949374 0.00305220 0.00305220 2.16350000 -0.02479800 -0.58647000 -0.00664320 -0.00981850 -0.00981850 -0.00249380 -0.00249380 0.56472000 -0.00332430 -0.00332430 0.00615610 0.53995000 -0.00498440 -0.00498440 0.51978000 0.00388540 0.01028500 0.78717000 -0.55917000 -0.02589300 1.00050000 0.00388540 -0.03289100 0.54065000 0.54065000 0.05499700 -0.58275000 -0.56982000 -0.01601700 0.00305220 0.00305220 0.00305220 -0.01505400 -0.01505400 -0.01505400 -0.01505400 -0.59740000 0.00875280 -0.00678130 -0.00678130 0.00000000 0.00000000 0.00000000 -0.00816240 0.00083195 0.00083195 0.54118000 -0.00332430 0.00615610 0.01209700 -0.00193990 -0.00193990 -0.56883000 -0.57289000 -0.01188700 -0.01739100 -0.58333000 0.00527490 0.00527490 0.01237600 0.53819000 0.53819000 -0.02589300 0.59746000 -0.00415460 -0.00415460 -0.01064600 0.40661000 0.53169000 0.06136500 0.06136500 0.05499700 0.000 0.000 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.538 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.532 0.000 0.000 0.000 1.050 1.978 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.534 0.000 0.000 0.000 0.000 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.538 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.532 0.000 0.000 0.000 1.050 1.978 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.534 0.000 0.000 10.85602830 0.09153059 10.81444716 5.20009626 9.09999997 10.16769211 12.59527289 11.97287653 9.79720368 10.72365779 10.11116202 10.01712576 8.39535205 11.05951806 13.12654221 11.13562388 5.31209516 12.64636641 9.98107531 11.89166232 11.18135287 10.49883914 11.77061154 12.00595087 12.71556712 13.05157327 NA 2.67653823 10.32219226 10.68028602 11.59688670 11.74351997 11.15698748 3.17903326 12.09964976 9.34895914 13.31564690 9.78418692 9.03408583 8.74620727 9.06023820 11.67653386 9.68574659 8.01043467 9.33474524 8.59141725 10.76443863 10.87702380 10.78200591 8.93392164 10.05084883 3.61513376 10.10628929 8.98335506 4.55100529 6.71362296 4.67653259 9.58442590 0.67653823 9.56831756 8.92129410 11.89166232 11.99319252 9.05157331 11.48897857 10.71545284 1.67653823 4.26149321 9.22457213 12.96645668 7.37234185 4.64616266 10.38906082 11.21795316 9.56932969 11.07349532 9.95420867 10.17305483 8.86471050 10.62390782 6.50096295 10.50414117 9.68215839 2.99846632 0.09153059 10.03261897 9.63718256 9.50202263 9.60727113 7.51783628 10.45186976 5.81949192 TCGA-HD-8634 51 1 385 24 head and neck stage i t1 n0 mx female 2012 NA no head and neck squamous cell carcinoma 60 1979 0 white not hispanic or latino 3 1 NA NA 3 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 2.080669e-06 6.935564e-07 10.1158203 -0.7553565 10.0447761 0.2446435 2.8296466 10.3642748 8.9028966 5.2670526 8.4541385 15.9126698 7.2046866 7.5254558 7.6455648 -0.7553565 9.0775752 9.6772270 4.8885436 3.3321494 5.1515747 7.7564376 0.8296872 NA NA 6.5756013 11.1474370 5.1273279 10.3394226 10.5552978 10.7092308 10.2418646 -0.7553565 NA 1.8296466 9.2334265 -0.7553565 NA 13.7781365 4.1515747 9.6772270 11.8166747 10.1783758 3.1515828 12.4548998 1.2447044 NA 13.3279982 13.2415999 8.8464560 NA 12.3816762 8.5307114 11.7487592 6.2999681 5.0260431 NA NA NA 0.8296872 NA 15.5210078 16.1333494 11.0382884 12.2970833 NA 1.5666203 11.6468978 NA -0.7553565 9.5867597 11.1709811 NA 19.0278384 9.7365382 0.2446435 0.8296872 0.2446435 12.1071288 7.3739683 7.0260453 11.4129059 10.0956532 15.9087851 9.6938338 3.3321494 3.3321494 11.0716308 10.2298155 3.9451207 12.0131527 6.9589308 11.2432755 12.2880542 NA 8.0227623 11.1794817 4.7992738 NA 1.2447044 1.2447044 6.8221144 8.9082431 9.1440420 2.0520333 NA -0.7553565 7.2945334 NA 11.1084842 NA 13.2851461 10.6514641 11.2230380 3.5666082 13.3274163 5.3107727 7.8445978 11.3181572 8.2863443 8.8088345 9.9152971 11.7665309 8.2918089 10.7746037 NA 10.3778273 4.1988791 8.6583129 11.4789038 8.4735036 11.6551365 9.3855149 NA 12.5251659 0.2446435 -0.0869160 -0.0869160 0.1429500 -0.0152540 -0.0649110 -0.0649110 0.3911400 0.0390540 -0.0227440 0.7137700 0.7137700 0.7754100 0.7754100 0.7974300 0.0636520 0.0511030 0.0511030 0.0022193 0.0022193 0.0411750 0.0430150 0.0869560 -0.0820040 -0.0333440 -0.0333440 -0.0298570 0.0016516 0.0579390 0.0753910 -0.1011800 -0.1011800 -0.1011800 -0.0869160 -0.0869160 -0.0869160 -0.1253500 -0.1253500 -0.1253500 0.0195500 0.0443130 -0.3670300 -0.1316700 -0.1309200 -0.0152540 -0.0152540 0.0380910 -0.0649110 0.0390540 0.0381510 -0.0562860 -0.7346800 0.7974300 -0.0672480 -0.0672480 0.0518140 0.0511030 0.0511030 -0.0656280 0.0411750 0.0411750 0.0670880 0.0670880 0.0535210 0.1557700 0.1557700 -0.0820040 -0.0820040 0.0000000 0.0000000 -0.0298570 -0.0298570 -0.1624300 -0.0821370 -0.0208240 0.1019100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.156 0.156 0.000 0.000 0.000 0.000 0.000 0.000 -0.101 -0.101 0.000 0.000 -0.162 0.235 0.000 0.000 0.004 0.130 0.000 -0.127 0.000 0.000 0.000 0.000 0.352 0.000 0.000 0.714 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.156 0.156 0.000 0.000 0.000 0.000 0.000 0.000 -0.101 -0.101 0.000 0.000 -0.162 0.235 0.000 0.000 0.004 0.130 0.000 -0.127 0.000 0.000 0.000 0.000 0.352 0.000 0.000 0.714 0.000 0.000 0.000 0.000 10.880857 NA 9.400072 8.058466 11.145929 12.386307 12.277247 11.983200 8.151576 9.989519 11.035034 11.305719 8.972606 10.738541 11.934028 10.567740 4.140476 12.013153 9.891244 11.243276 10.674615 9.531243 11.142531 12.504902 12.385515 9.771184 NA 3.888539 9.713309 9.674092 10.7891666 11.8097872 11.0987743 1.2447044 11.3758990 10.4045564 14.3331810 9.6845160 5.7204180 8.4638537 8.3867920 11.0600684 9.3828544 7.1515757 10.4382105 8.3944323 5.1515747 11.1985178 9.2432756 5.9451254 13.3279982 2.0520333 10.4789038 11.0382884 5.1988831 5.9311866 1.8296466 10.6148276 NA 9.2725911 8.2531138 11.2432755 12.2880542 11.1504482 11.1794817 11.3357898 0.2446435 -0.7553565 7.4830902 9.3361205 4.5666143 2.9451207 11.1084842 11.6115537 11.2230380 11.6803553 10.1827945 10.1857326 8.5666131 9.9152971 5.7041167 10.5535929 9.9743059 5.5114712 0.2446435 7.0712339 8.4416312 9.9241652 10.1341891 6.6958964 9.8249436 4.8885436 TCGA-HD-8635 61 0 NA 695 head and neck stage iii t1 n1 mx female 2012 NA no head and neck squamous cell carcinoma 36 1976 1 white not hispanic or latino 1 4 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 5.895229e-06 2.427447e-06 8.8018341 -0.7471000 10.1553874 2.8379836 4.0079041 10.4721808 4.0603674 7.4428365 8.7667399 15.2847565 7.3082944 8.7327925 7.7726484 5.4027597 9.4973760 8.6039516 4.7765725 3.8968724 8.2698205 10.4878297 2.2530211 0.2530211 7.8492018 5.5009391 11.5346526 5.2974079 10.2122898 10.1394710 10.6650528 11.0811487 1.2530211 0.2530211 3.3404768 9.2628689 0.8379432 1.5749250 14.8735185 8.1837495 8.4818309 11.6307651 8.6323907 7.8152546 12.2438253 5.0343698 NA 13.4902969 13.3295774 9.3861546 0.2530211 12.0060200 6.2958754 11.9822081 6.5197982 6.6280518 4.1109896 NA 0.8379432 -0.7471000 0.2530211 14.6008028 15.4147201 9.7062829 13.3965549 NA 3.7765778 12.2501918 0.2530211 1.8379836 9.5044947 11.1889139 0.7281382 18.7080364 10.8727737 NA 0.2530211 2.5749492 12.4315215 11.0930033 5.2974079 11.6471185 10.2281437 15.2898083 9.5984175 7.8603427 3.8968724 10.8991209 10.5459090 6.4526844 11.7073013 8.2891857 10.9932147 10.7711737 NA 8.3351612 10.9911045 4.6105642 NA 5.3822937 3.5009422 7.3667541 9.4489996 10.9076483 2.0603587 6.5476334 -0.7471000 5.8529252 -0.7471000 10.8533898 6.6280518 12.4632270 10.5732262 9.8114330 6.1233765 13.0714946 4.2530135 7.2698205 11.5833690 8.8713977 9.8584918 9.0897097 11.9351290 10.7593198 11.7042234 1.8379836 9.5884026 6.8379748 8.5928621 12.1653403 8.1387085 12.2409868 9.7853683 1.5749250 9.6824190 2.4229326 0.00194180 0.00000000 0.46024000 0.43361000 0.00805670 0.00805670 -0.00498440 -0.00498440 0.00889200 0.86990000 0.86990000 -0.46791000 -0.47020000 -0.47020000 -0.16586000 -0.47109000 -0.01174900 -0.46483000 0.00041593 -0.46504000 -0.47217000 0.00346870 -0.46281000 0.07555900 0.07555900 -0.47056000 0.00583090 0.00583090 0.69279000 0.67511000 -0.23202000 0.02118300 -0.00720720 0.00000000 0.00000000 -0.46732000 -0.46732000 -0.47681000 -0.47681000 -0.08034600 -0.08034600 -0.08034600 -0.48764000 -0.00512270 -0.01293200 -0.01293200 0.00805670 -0.00498440 0.42772000 -0.47564000 -0.47020000 -0.46644000 -0.46802000 0.02076300 0.00277450 -0.47109000 0.43715000 0.00041593 -0.47459000 -0.47226000 -0.00388560 0.00194180 -0.00526100 0.01195800 0.01572700 -0.46281000 0.49389000 -0.46568000 -0.46568000 -0.47056000 0.00430210 0.02516000 -0.39719000 -0.39719000 0.03467700 -0.467 0.000 -0.465 0.000 0.000 0.000 -0.465 0.000 0.000 0.000 0.000 -0.463 -0.463 0.000 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.460 0.000 0.000 0.000 0.451 0.451 0.000 0.000 0.000 0.000 -0.471 0.861 -0.451 -0.451 -0.397 0.000 -0.467 0.000 -0.465 0.000 0.000 0.000 -0.465 0.000 0.000 0.000 0.000 -0.463 -0.463 0.000 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.460 0.000 0.000 0.000 0.451 0.451 0.000 0.000 0.000 0.000 -0.471 0.861 -0.451 -0.451 -0.397 0.000 10.9320525 NA 9.4278131 6.6017411 12.3806842 11.7003461 9.8869157 10.6655821 8.9826331 9.3258148 10.7373317 11.6975096 7.7687123 9.7246874 11.0555286 9.5545085 4.6586628 11.7073013 9.5151071 10.9932147 10.6949190 10.3391485 10.7317819 12.6435373 12.1525580 8.2698205 2.0603587 0.8379432 9.4997528 9.9076483 10.9779524 12.2706906 9.8832794 2.5749492 11.9441014 10.5749404 13.7586992 9.1733651 7.0539118 9.1402329 8.7083393 11.2459506 8.8886215 8.8584918 9.8529250 8.2302924 8.2698205 11.3241394 9.5579339 8.9603715 13.4902969 1.5749250 10.2166309 9.7062829 6.3191013 6.4914170 4.6453270 9.1718756 0.2530211 8.9360068 9.1659016 10.9932147 10.7711737 10.9957428 10.9911045 10.7819547 2.7124417 5.5749401 8.7226542 13.4593399 6.9464993 3.9534515 10.8533898 11.9495452 9.8114330 12.6724458 11.0396903 11.1129352 9.1463138 9.0897097 6.7687123 10.3358266 9.7317818 2.0603587 NA 7.0922159 8.9731538 9.6061590 10.3628429 6.8152552 10.0651895 5.8529252 TCGA-HD-A4C1 41 0 NA 11 head and neck stage iva t4a n2b mx female 2012 NA NA head and neck squamous cell carcinoma NA NA 7 black or african american not hispanic or latino 3 6 NA NA 3 3 2 2 2 3 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 6 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 6 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 7 0 0 6 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.583129e-06 2.39277e-06 8.999684 NA 10.510299 1.979769 4.787140 10.073715 5.752374 5.604276 9.359644 15.760973 6.530959 8.215001 7.019313 NA 8.774200 9.660827 4.550519 2.510304 2.510304 8.498110 NA NA 9.541178 9.307711 11.246311 5.333420 10.576802 10.577630 10.966890 10.130096 NA 1.394843 2.617204 9.388590 NA NA 13.450330 6.530959 9.460013 11.551116 7.019313 5.252802 13.074961 0.809826 NA 11.468740 13.161765 9.271339 NA 12.221767 7.767136 10.993495 4.959608 5.269291 NA 6.518323 -1.190009 -1.190009 1.809867 14.130412 15.488440 11.124726 12.772575 -1.190009 4.131787 11.246311 -1.190009 0.809826 9.920343 10.350472 -1.190009 18.302823 12.077378 NA 2.269303 NA 11.854253 7.867851 7.206464 11.459185 10.506392 15.303214 9.677138 0.809826 2.897318 10.315175 9.592038 4.591219 11.769792 8.920995 11.434426 12.186120 NA 8.487579 11.278483 3.854255 NA NA 4.510297 7.289640 9.044677 9.609950 2.269303 -0.190174 NA 3.716750 NA 10.946210 NA 12.432369 10.604369 11.554483 2.809867 13.653142 5.219250 7.809859 11.376151 9.556374 9.587115 10.133933 8.812674 10.098149 11.154155 0.809826 10.134602 5.349018 8.455518 12.307711 8.536077 12.050352 7.778526 NA 12.432254 NA -0.00491510 0.00035998 0.00430210 0.00235810 0.00032101 0.00032101 -0.00013862 -0.00013862 -0.00693360 -0.00693360 0.00041593 0.00597000 0.01768400 -0.00729460 -0.02084700 0.00221930 0.00221930 0.00402430 0.00000000 -0.00470790 -0.00470790 -0.00346270 -0.00954260 0.00513590 0.00513590 -0.02958400 -0.00622860 -0.00622860 0.00166420 0.00055459 0.00055459 0.00055459 -0.00290910 0.00035998 0.00430210 -0.00661630 -0.00661630 -0.00661630 -0.00661630 -0.01202400 0.00249690 0.00249690 0.01126100 0.00235810 0.00235810 -0.00332430 -0.02320600 -0.00013862 -0.00013862 -0.00693360 -1.21450000 -0.00729460 -0.62798000 -0.00180140 -0.00180140 -0.00345940 0.00221930 0.00000000 -0.00470790 -0.00470790 -0.00912860 0.59598000 -0.00346270 -0.00553750 -0.00553750 -0.00954260 -0.00954260 0.00513590 0.00513590 -0.02958400 -0.02958400 0.00777830 0.01167900 -0.64640000 0.00166420 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.879309 -0.190174 9.649504 7.554693 11.215798 11.508777 11.680417 12.110069 8.628442 10.052438 11.002152 11.104767 8.081322 10.568082 12.237827 11.318644 4.205611 11.769792 9.324573 11.434426 10.387760 10.181091 10.733929 12.688856 12.669103 9.486698 -1.190009 3.939142 9.521526 9.970361 11.385635 12.146645 9.704677 1.131787 11.843626 10.971936 14.029706 9.684072 6.219250 8.518943 9.053033 11.613587 9.162311 7.383506 10.651817 8.625243 2.510304 11.664533 9.047069 7.941716 11.468740 1.394843 11.040780 11.124726 5.364450 5.959606 NA 10.829102 NA 9.476083 8.391060 11.434426 12.186120 11.254615 11.278483 11.269035 4.167414 NA 8.542162 9.946850 8.125009 1.617204 10.946210 11.668423 11.554483 12.398808 10.209671 10.375437 9.862427 10.133933 6.402316 10.500294 10.314182 NA NA 1.617204 8.928476 10.298704 10.610759 7.406049 9.721251 4.301712 TCGA-HD-A633 74 0 NA 421 head and neck stage iva t4a n0 mx male 2012 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 6 NA NA 3 3 1 2 2 2 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 3.779882e-06 1.352435e-06 8.3471828 NA 10.1125096 0.6747318 3.5816525 10.0011871 2.4820996 3.9966870 8.4901409 15.8248023 7.2746707 9.3489499 8.4128497 NA 8.9321453 8.1706126 5.1504906 2.7622212 11.2667473 6.9321451 -1.3251778 NA 9.8565309 5.7727883 10.6566815 4.4026813 10.5816481 10.2802371 9.8143088 10.1641038 NA 2.6747544 2.8446869 7.4457184 NA NA 13.2042491 3.9601595 10.1171671 9.6641520 8.6789779 6.0926092 12.8810851 2.6747544 NA 11.5528084 13.0281801 8.5108077 0.6747318 8.9910391 8.1013575 11.6870329 6.3186133 4.5327409 -0.3251778 -0.3251778 -1.3251778 2.9226926 1.8446669 14.6460074 15.1680986 11.5547236 12.4559123 NA 3.1983213 10.0438095 NA 1.4821255 8.5604540 11.0764370 NA 18.3383156 9.2540734 NA 1.2597244 0.2596642 10.7816476 6.7191519 6.3542370 10.3414342 10.9590033 14.7513018 9.0936642 5.9601595 3.1341881 11.2139163 9.3471828 5.1341881 11.5580767 10.2090603 9.7602299 11.6908694 NA 8.6231247 10.6821353 4.8245031 -1.3251778 -1.3251778 2.9226926 6.0146075 8.9485533 7.9693785 NA -1.3251778 NA 6.3682445 NA 10.3877143 NA 13.8181806 10.1253657 9.7388266 4.8245031 12.8560651 4.1983213 8.9143561 11.3309589 7.2931433 8.7701544 10.2483622 9.5958546 10.6491721 9.0345071 0.2596642 8.9728201 5.1504906 8.3838412 11.1703628 9.5397174 12.1716113 7.9693785 NA 10.2769924 NA -0.02013800 0.01080200 0.66217000 0.01140000 0.04556600 -0.63358000 1.32300000 0.00861350 0.00000000 0.00000000 0.00000000 -0.64987000 -0.62598000 -0.00820400 -0.04549900 0.00041593 0.00041593 0.00180300 0.00180300 0.01474900 0.01474900 0.58883000 -0.02054900 0.02796000 0.02796000 -0.05967300 -0.01298900 -0.01298900 -0.10102000 -0.00339620 -0.00339620 -0.02621100 -0.02013800 0.00777830 -0.63547000 -0.65146000 -0.65146000 -0.65146000 -0.65146000 -0.64940000 0.02230400 0.02230400 -0.66189000 0.01140000 0.01140000 0.01140000 -0.00301490 0.00861350 -0.00263220 -0.65463000 -0.62532000 -0.00820400 -0.65183000 -0.65183000 -0.00152430 0.00041593 0.00041593 0.00180300 -0.64574000 -0.64574000 -0.65193000 0.00388540 0.58883000 -0.02041200 -0.02041200 -0.02054900 -0.06919800 0.02796000 0.02796000 -0.05967300 -0.05967300 -0.64095000 -0.08612000 -0.08612000 -0.08390700 -0.645 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.641 -0.665 0.610 0.000 -0.651 0.000 -0.649 0.000 0.000 0.000 0.000 -0.631 1.314 0.000 -0.655 0.000 -0.617 0.000 0.000 0.000 -0.645 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.641 -0.665 0.610 0.000 -0.651 0.000 -0.649 0.000 0.000 0.000 0.000 -0.631 1.314 0.000 -0.655 0.000 -0.617 0.000 0.000 0.000 10.567300 NA 8.706776 4.740847 11.354018 12.546452 11.186263 11.811909 9.181561 8.964776 10.360382 11.886037 7.027905 10.346741 9.757572 10.061159 4.802803 11.558077 8.289467 9.760230 10.431314 9.438800 10.747734 13.558063 13.138473 5.117699 NA 1.674777 9.176595 9.882992 9.9830965 11.7023180 9.1208068 NA 11.2481680 10.3095686 15.1732465 8.4060766 6.9876403 9.1646055 8.3717253 11.3122881 10.6037791 8.4094673 10.7515731 9.0756369 11.2667473 10.5951104 9.2331782 4.3186133 11.5528084 -1.3251778 10.4544769 11.5547236 5.8939252 4.2894656 -0.3251778 9.9444686 1.6747770 8.9819582 8.3454137 9.7602299 11.6908694 10.9592925 10.6821353 11.0641200 NA NA 8.9894992 10.5404907 3.9226831 3.3751924 10.3877143 11.3632264 9.7388266 12.7184684 11.1349574 10.6641520 9.0573815 10.2483622 7.9345006 10.2681486 10.2550161 NA -1.3251778 2.1341881 9.1402014 9.4511905 9.6470194 6.7191519 9.3480666 4.6520390 TCGA-HD-A634 56 1 130 10 head and neck stage iva t3 n2b mx male 2013 NA NA head and neck squamous cell carcinoma 40 1993 2 white not hispanic or latino 3 5 NA NA 2 3 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.075012e-06 6.242008e-07 6.28445306 NA 9.92982738 -0.96353183 1.62147756 10.83863833 2.35845253 9.31613646 9.05194084 13.92826212 7.61017295 6.85670439 8.45648625 NA 7.78471859 11.19828763 5.70895143 0.03646817 10.81993341 9.13587368 5.05889225 NA 3.03652092 10.77672829 10.36632221 NA 10.44591682 10.36912193 10.91035446 8.58149022 NA 0.93568604 1.35845253 8.59446831 6.73696605 NA 7.45437826 10.31613646 10.13060351 9.80801542 10.04215046 1.35845253 6.85670439 10.17927118 0.03646817 8.31729683 3.42883918 6.77799300 NA 2.94341503 1.93183431 7.48773715 5.70895143 6.86941617 NA NA 5.01380614 4.52837753 NA 13.00198553 12.64871709 11.22264012 12.90843111 6.13455775 1.84386328 5.90689060 3.62148928 NA 9.20143268 10.73609831 NA 7.52436619 7.47946906 4.84387835 0.03646817 -0.96353183 10.78974262 6.74388518 1.84386328 9.64555685 11.42696355 12.63957261 8.68578215 NA 9.62524053 11.98781060 9.96356299 NA 10.42829034 9.74388501 7.28919171 8.43098855 NA 8.93588283 10.22264012 8.19134402 NA NA 4.84387835 6.97903985 8.12133406 7.52837909 4.91916844 0.62152444 NA 0.62152444 NA 10.47427795 1.03653850 12.05889370 9.02983217 10.05750578 NA 13.59129458 7.80139732 7.93134385 11.07784282 9.05194084 9.32077167 10.84068518 4.24598236 7.45015385 8.13718841 3.03652092 11.08228552 3.73696199 10.14635649 9.00086677 8.75248803 9.12531402 8.37191644 -0.96353183 3.28445491 NA -0.02205800 0.23814000 0.34762000 -0.04831600 0.00471900 0.00471900 -0.00885260 -0.00885260 0.70101000 0.70101000 0.70101000 0.10555000 0.10555000 0.10555000 0.17091000 -0.00968060 -0.00968060 0.00000000 0.00000000 0.00930980 0.00930980 -0.00387790 0.00069327 0.38398000 0.38398000 -0.04644800 0.64561000 0.64561000 0.04242900 -0.00013862 0.02370600 0.00849650 -0.02205800 -0.02205800 0.23334000 0.34178000 0.34178000 0.34762000 0.34762000 -0.00595220 -0.00595220 -0.00595220 -0.77583000 -0.00110870 -0.00110870 -0.00110870 0.00000000 -0.00885260 -0.01856300 0.67548000 0.10555000 0.10555000 -0.02205800 -0.02205800 -0.00788630 0.00166420 -0.00968060 0.00000000 0.00824670 0.00930980 -0.00249380 -0.00249380 -0.00387790 -0.04631200 -0.04631200 0.00069327 0.69521000 0.38398000 0.34161000 -0.04644800 -0.04644800 -0.01794100 0.06250800 0.06250800 0.06250800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.384 0.384 0.000 0.000 0.000 0.000 0.646 0.646 0.000 0.000 0.000 0.000 0.348 0.348 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.701 0.701 0.106 0.106 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.384 0.384 0.000 0.000 0.000 0.000 0.646 0.646 0.000 0.000 0.000 0.000 0.348 0.348 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.701 0.701 0.106 0.106 0.000 0.000 10.78429924 2.84388337 9.47300838 2.20645569 4.42884588 4.73696740 7.51630596 11.71071816 8.82116075 9.76103972 10.23987392 8.72826952 8.60257973 9.91227516 5.49595733 10.53736771 6.19851380 10.42829034 8.18373065 7.28919171 10.16516465 10.18881073 10.68398430 14.76250449 13.46351127 9.54035164 0.03646817 7.59111463 9.45226760 10.05681137 11.18881073 11.10932843 5.85670439 3.03652092 10.87257624 12.68600662 13.40645714 1.03653850 9.80139748 8.46906788 9.04915044 10.36632221 10.56640534 9.19891719 10.28859988 10.17287625 10.81993341 8.64939451 10.31729661 10.24597927 8.31729683 6.66588304 9.45859055 11.22264012 7.78806967 3.94341503 -0.96353183 8.80305489 1.03653850 9.38746508 6.03652531 7.28919171 8.43098855 10.37526223 10.22264012 10.90071204 NA NA 8.47467331 9.45543264 8.89606079 0.03646817 10.47427795 11.07269952 10.05750578 14.07929673 11.38967269 10.51832534 7.55616191 10.84068518 9.09451769 10.04845200 9.76699609 1.03653850 -0.96353183 9.14766158 8.09603251 9.57859045 8.34713854 8.29862074 9.56008784 4.73696740 TCGA-HD-A6HZ 79 0 NA 111 head and neck stage iii t2 n1 mx female 2012 NA NA head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 2 4 NA NA 1 1 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2.462125e-06 1.179046e-06 10.2155848 NA 10.6397245 2.7273759 4.8225364 10.2693562 3.1748378 7.5853607 9.3803875 16.4947364 6.9614346 8.0849317 7.6342702 3.9683857 9.2833630 8.4074993 5.8071076 6.6602655 9.8349532 9.3607051 NA NA 7.5206132 11.1509730 11.2466584 NA 10.5429084 10.5146885 10.4816597 10.7727669 0.2679552 1.8529177 3.3554110 8.5014479 NA -0.7321646 13.1784033 6.1259279 10.1589721 11.0992552 9.0460250 7.3712356 10.8519709 3.5158764 NA 12.7084278 12.8071067 8.6451584 1.8529177 11.7580467 8.2953842 12.0853314 6.5808314 7.3123421 0.2679552 -0.7321646 2.2679552 2.0752930 2.0752930 14.9168363 15.6544046 10.1157882 12.9961873 0.2679552 5.0228338 10.2445120 NA 4.0228383 9.6889608 10.7222472 2.4378669 18.3075658 12.2168626 NA 2.2679552 0.8528778 11.8543186 10.1282590 5.6429874 11.0038678 9.7181282 15.3487446 9.3712358 6.7517636 3.7273759 11.0505367 9.7717737 6.0753037 12.0736817 11.4994691 10.3041215 10.8477352 0.8528778 8.4478569 11.0299146 7.6254999 NA NA 4.6254984 7.3500967 9.0377858 9.9297261 3.8529077 3.7273759 NA 8.4453675 NA 10.7431747 -0.7321646 13.1521184 9.5804679 10.9416987 4.4378736 13.2503177 7.9261596 8.1927603 10.7934687 7.6645525 9.7375898 10.3258652 8.8566627 11.8945696 11.1923893 1.5898593 10.2243241 6.7993295 7.9509425 11.8789727 8.3894816 12.5076956 8.4991690 1.2679552 10.8854154 1.5898593 0.3925300 0.1473200 0.4183700 0.4125100 -0.2058100 -0.1858000 0.7630000 1.3229000 0.0859960 0.0910630 1.1067000 -0.1729200 -0.1729200 -0.1729200 0.1204000 -0.1348700 -0.1348700 1.6875000 2.3356000 -0.0221450 -0.2050600 0.1029900 0.1325000 0.4141300 -0.0322640 -0.2351600 0.1932000 0.1932000 0.0473200 -0.2158500 0.0000000 0.0724490 -0.1821500 -0.1821500 -0.1824000 -0.1797400 -0.1797400 -0.1797400 -0.1797400 -0.2030700 -0.1808900 -0.1808900 -0.1808900 1.1237000 -0.0075597 -0.0075597 -0.2058100 0.5566200 -0.2112700 0.0859960 -0.1729200 -0.1729200 0.3465400 0.2847500 -0.1934500 -0.1348700 -0.0596240 0.1095500 -0.2094800 -0.1769200 1.3022000 -0.2328400 0.1121300 0.0711170 0.0711170 0.1325000 -0.2203000 -0.2377000 -0.2377000 -0.2351600 0.4362100 -0.2125100 0.0625610 0.0625610 0.0625610 0.347 0.125 -0.135 -0.135 1.687 0.110 -0.177 0.195 0.112 0.000 0.000 0.133 0.133 0.414 -0.205 0.345 0.345 -0.172 -0.172 0.193 0.044 -0.213 0.000 0.393 0.221 -0.180 0.000 -0.181 -0.181 0.427 0.427 -0.194 -0.194 -0.211 -0.211 0.000 0.000 -0.173 -0.173 0.000 0.000 0.347 0.125 -0.135 -0.135 1.687 0.110 -0.177 0.195 0.112 0.000 0.000 0.133 0.133 0.414 -0.205 0.345 0.345 -0.172 -0.172 0.193 0.044 -0.213 0.000 0.393 0.221 -0.180 0.000 -0.181 -0.181 0.427 0.427 -0.194 -0.194 -0.211 -0.211 0.000 0.000 -0.173 -0.173 0.000 0.000 10.5734398 NA 9.8431940 6.8453771 11.9169795 11.6704191 10.6736213 11.9000343 9.8129124 10.7051798 10.6889608 11.1875562 8.7836478 11.5762870 11.5651508 11.5223861 5.7834907 12.0736817 9.3894814 10.3041215 10.4170599 9.7806884 10.7543003 12.8976233 12.6877765 10.4633201 -0.7321646 1.5898593 9.3353823 10.0897219 10.5932534 12.0169793 11.5461069 1.8529177 11.1593519 10.4780104 14.7885347 9.9181022 7.8752782 8.4651648 8.9118042 12.5599819 9.4874916 8.2366146 10.3218670 10.0178174 9.8349532 11.2555672 9.0558505 10.1490619 12.7084278 2.4378669 10.8022508 10.1157882 5.8225364 8.3313429 2.2679552 9.5999844 0.8528778 9.3313429 9.3672957 10.3041215 10.8477352 10.9230313 11.0299146 11.0643932 2.2679552 4.2221477 9.7257700 12.2691802 9.5182464 3.9118066 10.7431747 11.6538103 10.9416987 12.0039270 10.4453675 10.4428736 9.2735725 10.3258652 8.0656095 9.5694442 9.9234786 4.9958689 1.2679552 7.3340372 9.8802175 9.6952608 10.0278361 7.3013709 10.8762027 6.0753037 TCGA-HD-A6I0 56 0 NA 210 head and neck stage iva t4a n1 mx male 2013 NA yes head and neck squamous cell carcinoma 15 1973 1 white not hispanic or latino 3 6 NA NA 3 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 6 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323414e-06 6.935564e-07 5.8591620 NA 9.4090924 NA NA 9.7111001 1.8147555 3.1367000 8.0768626 16.5969469 5.8591620 7.3616622 8.8175826 NA 8.4331531 11.2220355 4.1366918 NA 3.1367000 7.9337089 NA NA 6.8034518 2.9846987 9.0070606 3.9846896 9.5272948 9.3265205 10.3874680 10.2326202 NA -0.1852445 NA 8.2386818 NA NA 13.9211671 4.7216570 11.2177797 7.6091839 7.1898068 5.1366959 11.2373582 NA NA 8.8091211 11.3200831 8.8343585 NA 10.6397265 5.5325819 12.0042835 5.6221221 6.9337084 NA NA NA 3.8147657 4.1366918 17.2948477 17.0357174 13.4901735 11.5465110 NA NA 10.2925261 NA NA 6.9337084 11.3116215 NA 18.8781496 10.3626263 NA NA NA 10.4441243 7.1001703 4.9846942 9.0714953 11.6928186 13.9748755 8.4907249 NA 2.3997180 12.3371041 10.4774361 2.3997180 10.7373224 6.6851328 11.4459448 9.7791087 -0.1852445 8.8781628 9.5796393 4.7216570 NA -0.1852445 NA 5.5152078 6.6602584 7.1546176 NA 1.8147555 -0.1852445 -0.1852445 NA 10.3461492 NA 13.0872517 6.8346923 9.1162639 NA 13.3039885 NA 5.7455063 11.7194024 6.1001703 8.1679143 9.1479230 5.4871937 8.5255741 10.4522983 NA 9.4658194 3.8147657 6.9127995 7.5082543 9.4368196 12.2180461 6.3997299 NA 9.8175828 NA 0.51141000 0.48578000 0.01140000 -0.00083160 0.55319000 0.55319000 -0.00415460 -0.00415460 -0.00387790 -0.00387790 -0.00387790 1.06610000 1.06610000 1.07570000 1.09360000 -0.00193990 -0.00193990 -0.00324430 0.00235810 -0.00691950 -0.00691950 0.55195000 -0.00083160 0.00221930 0.00221930 -0.00401620 0.01034700 0.01034700 0.13954000 0.00346870 0.00346870 0.00346870 0.55054000 0.46195000 0.47821000 0.00000000 0.00000000 0.00000000 -0.00567570 0.00416320 -0.00048211 -0.00048211 -0.00207840 -0.60642000 -1.16980000 -0.00149820 0.55319000 -0.00415460 -0.02070800 -0.59935000 -1.12780000 1.07570000 -0.00609040 -0.00211470 0.00889200 -0.00193990 -0.00193990 0.00235810 -0.00691950 -0.00691950 -0.00193990 -0.00193990 0.55195000 -0.00719580 -0.02356600 -0.00083160 -0.00083160 0.00221930 0.00221930 -0.00401620 -0.01809000 0.00291330 0.15846000 0.15846000 0.13954000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.478 0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.553 0.000 0.000 0.000 0.000 1.076 1.076 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.478 0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.553 0.000 0.000 0.000 0.000 1.076 1.076 0.140 0.140 9.8105348 NA 9.3380945 6.6851328 10.7963350 7.6851321 8.1984721 11.5650560 8.0815543 10.0058269 11.1366958 10.3126196 8.1276508 9.3225623 11.7798305 10.0507819 2.4353619 10.7373224 10.3490706 11.4459448 10.0591316 8.4942480 10.9940548 13.7418003 13.3271379 7.3383299 -0.1852445 3.7216570 9.4477629 8.0483877 10.3225624 11.4322352 10.7126132 1.3997180 9.5117353 12.3163562 13.5127062 8.6820465 5.8591620 8.5763188 6.5562347 11.2331475 8.4901601 7.6974110 10.9453383 9.0579416 3.1367000 8.9127998 8.9846927 4.3383317 8.8091211 1.8147555 8.6974107 13.4901735 5.8371359 5.3997317 NA 8.9746392 NA 8.0242210 8.3577996 11.4459448 9.7791087 10.3969098 9.5796393 10.0531724 NA NA 6.8259955 9.1411972 4.0626916 1.8147555 10.3461492 9.5238516 9.1162639 12.4792150 11.1898072 9.2577112 8.3959685 9.1479230 7.8808569 11.6140493 7.6615743 3.2742020 NA 1.3997180 9.9114302 8.1723200 8.0387692 7.3770101 8.5928449 0.8147555 TCGA-HL-7533 65 0 NA 1057 head and neck NA NA NA NA male 2008 NA no head and neck squamous cell carcinoma 25 1963 NA white not hispanic or latino 3 5 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 4 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 6 2.316478e-05 8.357355e-06 10.1708750 NA 10.9697261 -0.1328943 5.7978327 10.5448138 NA 6.1338799 8.7814794 16.5950479 6.0269660 9.2091689 8.2399593 NA 9.4716474 9.0667665 5.8212893 3.5109493 12.2336896 10.5783310 NA NA 7.7799833 4.8212918 11.2243713 NA 10.4734994 10.8447319 10.5244126 9.9176231 NA -1.1328943 2.3265373 8.5279993 -1.1328943 NA 14.5630837 3.1890180 9.0318881 11.0780699 6.0569195 4.3589448 12.1077365 -1.1328943 NA 12.6383773 13.6595795 8.8443740 -0.1328943 11.3445995 1.4520682 11.5156765 4.3265230 6.4139883 NA NA NA 3.1150166 -1.1328943 16.5205052 16.7294135 11.1634369 12.3559385 NA 1.1890338 10.5395195 NA 3.0370132 9.3326605 12.4405047 2.9167250 18.8008209 10.9186430 NA NA -1.1328943 11.4009106 6.3017230 4.6999846 10.7024775 10.6619161 15.2848808 9.2464725 0.4520682 5.8212893 11.4690970 9.6744492 3.5675333 11.5977257 8.8443740 11.6058198 11.0989154 NA 8.1799772 11.4944001 3.3906539 -1.1328943 NA 4.0765505 7.0959128 9.4982712 9.0838402 -1.1328943 0.4520682 NA 9.9944437 NA 11.6169636 2.3265373 13.1286015 9.8806263 10.3382613 NA 13.8287248 7.8586158 8.8741213 11.5259751 5.4670055 9.4511171 10.1340213 10.8825092 8.9005173 10.3911462 0.8671057 11.0704422 4.5675333 8.3183051 11.3154686 7.7679613 10.8205631 8.9651263 -1.1328943 11.1238925 0.4520682 -0.0354780 -0.0645950 1.2018000 0.1093200 0.0035772 0.0035772 0.0112300 0.5932800 -0.6944300 0.1201700 0.8178200 0.7151700 0.6402600 0.0142990 0.0142990 0.0184920 -0.6802400 -0.0083307 -0.0086068 -0.0255130 -0.0255130 -0.0090208 0.0096972 0.0249390 0.0249390 0.6702600 0.0715030 0.0715030 0.0586210 -0.0130190 -0.0106760 0.5775100 -0.0354780 -0.0354780 -0.0645950 0.0016339 0.0016339 0.0016339 -0.0137070 -0.0058442 -0.0058442 -0.0058442 -0.0058442 -0.0094348 -0.0094348 -0.0094348 0.0035772 0.5932800 -0.6922600 -0.8116300 0.6402600 0.0142990 -0.0088828 -0.0088828 -0.0045998 0.0184920 -0.6812100 -0.0179710 -0.0255130 -0.0255130 0.0000000 0.0029491 -0.0090208 0.0962030 0.0962030 0.0096972 0.0346460 0.0249390 0.0023277 -0.6486700 0.1618800 -0.0130190 0.0750960 0.0750960 0.0586210 0.000 0.000 0.000 -0.680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 0.037 0.000 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.200 0.000 0.000 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.622 0.000 0.000 0.000 0.000 0.000 0.000 -0.680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 0.037 0.000 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.200 0.000 0.000 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.622 0.000 0.000 0.000 11.1579770 NA 9.8621970 10.0206462 11.6633367 10.9056566 10.6089825 11.5064349 7.9223769 9.0420199 10.0722765 11.5217302 9.5306523 10.3609497 10.5014515 11.0753285 4.9781270 11.5977257 10.8154614 11.6058198 10.7668288 10.5452541 10.5614521 12.7116833 12.8060305 0.8671057 NA 2.3265373 9.1685904 9.2796640 11.3051063 12.0023225 11.7645615 2.0370307 11.4245579 10.9375506 14.4568907 9.8450895 6.7739845 8.5395194 8.5588378 12.2547077 9.9210268 9.5046248 10.3100376 8.7679610 12.2336896 10.6001095 9.6369320 6.7558370 12.6383773 3.8670958 9.4407413 11.1634369 6.5109508 6.1432179 NA 10.3219076 0.4520682 9.1408898 7.7343730 11.6058198 11.0989154 11.1286015 11.4944001 11.4515870 NA NA 9.6512709 9.3758794 5.0168395 0.4520682 11.6169636 11.3694287 10.3382613 12.4131446 10.6619161 9.5864829 7.9519025 10.1340213 7.9223769 9.7405384 10.2812508 3.5675333 -2.1916561 6.5465750 9.3218871 9.5359792 9.3639479 6.7919065 9.9311633 4.6484539 TCGA-IQ-7630 49 0 NA 485 head and neck stage ii t2 n0 m0 male 2011 NA yes head and neck squamous cell carcinoma NA NA 0 white hispanic or latino 1 3 1 1 3 3 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 3.009897e-06 1.031168e-06 8.475289612 NA 10.603068259 1.583182079 4.661173820 10.922523825 0.413269114 5.181428592 8.898066531 16.462181733 7.338056206 8.060701875 8.044420896 NA 9.783930992 8.892013301 4.952403463 4.168128530 8.993502279 8.132632362 -1.586839224 NA 9.562990867 4.905095729 10.891001930 NA 10.771894902 10.183081518 10.308440288 10.680030242 -1.586839224 -0.001732274 2.113667165 8.676782907 NA NA 14.150332524 7.134343145 9.692221605 10.306924427 7.311088906 5.258733730 11.756151686 -1.586839224 NA 13.438815824 13.498716122 8.722720113 -1.586839224 11.043738336 5.993389055 12.621325575 5.320134432 6.435611927 -0.586839224 NA -0.586839224 3.057103637 2.872671187 16.242365191 16.649626033 11.591597284 12.413771900 NA 2.500700092 11.349145358 NA NA 8.583168537 10.930174784 NA 18.934747298 12.451391051 NA -0.586839224 NA 10.826342634 6.349881849 5.057099304 11.091771161 10.559812319 15.316545839 9.623914951 6.168130536 3.661168118 11.455758063 7.430051887 4.698646333 12.392816215 8.042600019 10.501369377 10.945843083 3.500712838 8.421672283 11.124910635 5.707864332 NA -0.001732274 3.367440962 6.568062515 8.880849264 10.466490801 NA -0.001732274 NA 5.532186026 NA 10.827928874 NA 12.941697773 8.069024885 11.101493948 1.220577607 13.281391001 1.413269114 8.127489354 11.779565886 7.424471176 9.230227275 8.714739728 7.682370334 10.080355205 11.128776697 -0.001732274 11.068997957 5.283606982 8.142864210 11.629837985 8.272778595 12.529912527 8.999145119 -0.001732274 10.117147228 NA 0.00583090 -0.01656700 -0.00747200 1.36800000 -0.08936300 -0.08936300 0.00000000 0.00000000 -0.57002000 0.50134000 0.50134000 -0.58745000 -0.58745000 3.58250000 -0.52594000 0.34781000 0.34443000 0.01028500 0.01028500 -0.02808100 0.54030000 -0.04658300 -0.21639000 -0.07227400 1.24420000 0.07800600 3.50220000 0.37968000 0.16115000 0.00875280 0.00875280 0.00875280 0.00583090 -0.01656700 -0.02061800 -0.34895000 -0.34895000 -0.32959000 -0.32959000 -0.05778900 -0.05778900 -0.05778900 -0.05778900 -0.01861500 0.01279500 0.08449800 0.05765300 0.00000000 0.00000000 -0.58296000 -0.58745000 -0.00830050 -0.03326900 -0.03326900 -0.03326900 0.34781000 0.34443000 0.00515110 -0.02808100 -0.02808100 0.00083195 -0.00136020 -0.04658300 0.01349200 0.01349200 -0.21639000 -0.21639000 -0.84371000 -0.72473000 0.07800600 0.13909000 -0.05469000 -0.05018200 -0.05018200 0.04415100 0.000 0.000 0.394 0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.216 -0.216 -0.337 -0.337 0.000 0.000 0.000 0.000 -0.037 -0.037 0.000 -0.550 0.000 0.000 -0.322 0.000 0.000 0.000 1.355 0.000 0.000 0.000 0.000 0.000 -0.570 -0.069 -0.579 0.519 0.000 0.000 0.000 0.000 0.394 0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.216 -0.216 -0.337 -0.337 0.000 0.000 0.000 0.000 -0.037 -0.037 0.000 -0.550 0.000 0.000 -0.322 0.000 0.000 0.000 1.355 0.000 0.000 0.000 0.000 0.000 -0.570 -0.069 -0.579 0.519 0.000 0.000 10.396950 NA 9.303721 6.495393 11.700235 11.760421 11.465302 11.164788 8.971664 8.637245 10.307683 11.571380 7.822635 10.831623 10.466830 10.098430 4.613897 12.392816 8.747517 10.501369 9.837935 10.435612 10.235416 12.701496 12.125891 7.271225 1.413269 5.717024 8.548953 9.319383 11.5707485 12.0189546 10.5292627 -1.5868392 11.2453425 11.4090108 15.2648702 9.9687915 6.3380553 9.6245235 9.0714551 12.1901907 9.2871183 8.5881693 10.6336220 9.1962419 8.9935023 10.9627877 8.8716502 5.7078643 13.4388158 4.3201308 10.5026942 11.5915973 6.6847065 5.4576370 NA 9.6123025 NA 9.4195696 9.4244710 10.5013694 10.9458431 11.4783231 11.1249106 11.9696300 0.4132691 NA 7.4630919 10.4107760 5.0570993 3.2205931 10.8279289 11.3608806 11.1014939 12.2326245 10.5671124 10.5553508 9.5655284 8.7147397 8.1274894 10.7230042 9.9792977 2.1136672 -0.5868392 4.4356086 9.2892846 9.9284507 9.6486596 7.4132437 10.1851458 4.6800317 TCGA-IQ-7631 60 0 NA 1172 head and neck stage ii t2 n0 NA female 2011 NA no head and neck squamous cell carcinoma 30 1963 0 white not hispanic or latino 3 2 NA NA 2 2 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.588786e-07 5.201673e-07 9.5048168 NA 11.1557426 4.8207917 7.2463967 10.2178146 1.7333110 6.5146872 8.1679555 13.9327952 6.5577562 7.0492321 9.2063565 -0.8515214 8.6098443 8.8030010 4.4970950 2.9557220 5.8898313 7.1313580 NA NA 13.1541648 5.6077978 10.9431869 2.6077919 9.6006061 10.2364906 10.2496840 10.0195001 0.7333543 2.6955707 5.9938555 9.2458308 NA NA 12.1457208 7.0001138 9.5522078 10.7662914 8.0642443 8.3431217 12.1750612 4.5746283 0.7333543 13.8245975 11.5369204 8.8047896 -0.8515214 12.3217297 7.3798739 11.8172499 6.2251804 6.4882145 1.1483484 NA NA NA 0.7333543 14.0616260 13.3026751 11.3066590 11.8660413 -0.8515214 6.0310069 10.5081145 2.6077919 2.6077919 8.6601175 11.5361130 NA 15.3811980 7.9492647 NA 2.9557220 2.3182879 10.9981609 9.7314477 1.4703026 10.6639267 11.3596448 15.0062001 8.5535064 6.7922216 5.1707343 10.8762853 10.7436223 3.7333326 11.4323214 6.8965576 11.7452534 11.0435615 1.4703026 8.6341943 10.7115612 7.2411223 2.6077919 0.1483484 -0.8515214 6.8418524 8.1342066 10.2144540 NA 1.4703026 12.0996496 6.0063452 2.3182879 10.7813600 5.4882161 12.8740507 9.1627619 10.3523245 1.9557220 13.0384391 4.1483647 6.9099159 11.3971820 10.2536187 8.8278451 9.8953494 10.2955698 12.5002703 11.0271822 3.0552477 10.7167961 8.0063457 8.2331734 11.2834328 8.2278498 10.6591290 7.6561595 1.4703026 10.5572253 1.4703026 0.00263570 0.00263570 0.00458000 -0.02527500 0.00740560 0.00740560 0.80259000 0.80259000 -0.00940460 -0.00940460 -0.00940460 -0.00581400 -0.01629200 -0.84979000 -0.01587900 -0.01808700 0.77772000 -0.00816240 -0.00816240 0.00041593 0.00041593 -0.01958900 -0.03490400 0.00000000 0.00000000 -0.08810900 -0.03871400 -0.03871400 0.06680200 -0.01773000 -0.00429290 -0.00429290 0.00263570 0.00263570 -0.00396620 -0.00083160 -0.00083160 -0.00083160 0.00458000 0.00854890 0.00854890 0.00854890 0.01992300 0.00124810 0.00124810 0.00124810 -0.01381500 0.81103000 0.81103000 -0.00940460 -0.84979000 -0.01587900 -0.01174900 -0.01174900 -0.01174900 -0.01808700 0.79975000 -0.00816240 0.00041593 0.00041593 -0.00595220 -0.00595220 -0.01958900 0.75261000 0.75261000 -0.03490400 -0.06441100 0.00000000 0.00000000 -0.08810900 0.71058000 -0.00885260 0.06680200 0.06680200 0.06680200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.753 0.753 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.753 0.753 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 11.3666254 NA 9.5533680 2.8487982 10.7813600 10.7436037 9.9930707 12.1402410 11.1703859 9.7749865 10.1525854 10.0945401 7.2568889 9.7795419 8.6758420 10.8873016 3.9893298 11.4323214 10.3480372 11.7452534 10.5566947 9.8199059 11.2753919 13.8233692 12.3939176 8.4244892 -0.8515214 1.7333110 9.4725454 9.3492635 10.825204 12.421578 11.597514 2.318288 11.025649 10.039389 14.672447 6.367534 8.290472 9.498199 8.683640 11.721302 7.041424 9.101106 9.896558 9.877986 5.889831 9.682668 8.058258 7.640218 13.824597 6.235829 10.281507 11.306659 7.323291 1.733311 4.505916 9.229182 2.148381 9.448717 9.834865 11.745253 11.043561 9.474794 10.711561 10.655168 5.929725 4.433767 9.394571 9.657150 8.772246 2.607792 10.781360 10.726738 10.352325 12.547776 10.227183 11.257869 9.395105 9.895349 8.403393 10.758467 10.601121 NA NA 7.396292 10.123267 9.500408 9.355379 8.908253 10.549778 6.214453 TCGA-IQ-7632 68 0 NA 441 head and neck stage iva t4a n0 m0 female 2011 NA yes head and neck squamous cell carcinoma 10 1961 0 white not hispanic or latino 3 1 2 3 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.491146e-06 6.242008e-07 7.1757072 NA 10.4739435 NA 0.7162447 10.0576092 7.0261306 5.7606707 8.4866645 15.5661206 7.1425401 8.2605964 8.0501762 NA 9.4932570 9.6241678 4.8317506 4.0382079 5.8455578 8.3012383 NA 1.9386622 3.7751665 3.8861989 11.3507843 2.1313261 11.4453299 10.5643770 11.0483123 10.3898793 NA 0.7162447 2.3012364 9.2171575 NA 5.8037385 13.2038646 4.0855096 9.6211612 11.2450554 8.6529138 5.6231675 13.1035751 1.1313261 NA 11.4758866 12.3371065 8.8019696 NA 11.9896828 12.2502462 12.7530217 3.9892934 6.2911854 -0.8688056 NA -0.8688056 2.4532542 1.1313261 14.6070457 14.7944418 11.0253730 12.5085238 2.4532542 3.1313096 10.2014342 NA 0.1313261 9.5041782 10.6733778 1.4532278 19.5907699 9.1550676 6.3980989 1.7162886 -0.8688056 11.5737384 6.6859023 6.2502548 11.2084895 10.6291651 15.3388233 9.3732963 5.9257289 1.9386622 10.9036278 10.1770729 4.2605978 11.7599502 7.5948374 9.2332889 11.5984093 4.9892934 8.2987312 11.1355337 4.4167182 NA NA 5.0855096 5.8455578 9.4120839 9.1327215 1.7162886 NA NA 7.4800413 NA 10.5994281 -0.8688056 13.0882338 9.2510326 11.0378281 0.1313261 13.6642170 4.2187734 8.8524125 10.9578617 7.1757072 9.2398376 9.8481326 9.4293758 7.3062385 11.5049941 NA 9.5009106 5.3601325 8.0531542 12.3245305 8.7930915 12.3494223 8.1143066 1.1313261 12.5280518 NA 0.040892 0.040892 0.054091 -0.050776 0.064530 0.064530 3.656900 -0.129530 0.065513 0.065513 0.065513 -0.089037 -0.089037 -0.090096 -0.090096 -0.076412 -0.076412 -0.101840 0.039619 0.054233 0.054233 0.138350 0.064601 -0.056038 -0.056038 -0.097100 0.219290 0.219290 0.000000 -0.047454 -0.047454 0.062508 0.040892 0.040892 -0.041570 0.054091 0.054091 0.054091 0.054091 -0.095120 -0.095120 -0.095120 -0.095120 -0.050776 -0.050776 -0.087844 0.064530 -0.129530 -0.129530 -0.006266 -0.423310 -0.090096 -0.099472 -0.099472 -0.099472 -0.102880 -0.076412 0.039619 -0.163960 -0.017687 0.034254 0.034254 0.138350 0.027779 0.027779 0.064601 0.071966 -0.056038 -0.056038 -0.097100 -0.097100 -0.094856 0.000000 0.000000 0.000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.138 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.130 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.138 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.130 0.000 0.000 0.000 0.000 0.000 0.000 10.7111005 NA 9.4153161 4.9892934 10.5112331 15.1448941 12.0066786 12.1411419 7.5866402 9.6391079 11.0374522 11.4181597 7.9093903 10.3438096 12.1023178 11.0397059 5.6727959 11.7599502 9.4877653 9.2332889 10.4532413 10.4219081 10.7016433 12.5850957 12.5229596 8.5171757 -0.8688056 1.9386622 8.8811828 10.1488176 11.2647766 11.9838428 11.8444849 -0.8688056 11.2647766 10.9542823 15.1370908 9.9273528 6.3407670 9.2605962 9.4744989 12.1728013 9.0373320 8.3456323 10.3223724 8.2214257 5.8455578 11.3525983 8.1838815 9.4767185 11.4758866 2.5907457 10.7890783 11.0253730 5.1085914 6.0139557 3.5236247 10.5380497 -0.8688056 8.9924002 9.4190256 9.2332889 11.5984093 10.6839824 11.1355337 11.2210947 4.5907457 3.9386716 7.8421196 9.5438831 9.5554795 2.1313261 10.5994281 11.5185228 11.0378281 11.9881278 10.2968484 10.5079813 8.3792406 9.8481326 6.7679381 10.4213321 9.9378628 NA 2.4532542 10.1021382 7.9088315 9.7715581 9.7321554 7.7787717 10.1291984 4.2605978 TCGA-IQ-A61E 55 0 NA 1147 head and neck stage iii t3 n0 mx female 2011 NA yes head and neck squamous cell carcinoma 45 1983 0 white not hispanic or latino 1 6 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 4 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 6 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 5.72184e-06 2.254058e-06 9.08740052 NA 10.64163390 1.27619887 4.04172485 10.35193293 2.12419577 5.14408309 9.11160519 16.72603785 6.61247046 8.81844445 7.95988257 NA 9.46699880 10.13913358 5.89606837 1.95427077 1.53923327 8.10654305 NA NA 6.61959348 8.99317730 10.42847114 4.90845267 10.37000000 10.19087050 10.25689720 10.24945316 -1.04572923 -0.04572923 2.27619887 9.14287187 NA NA 14.31722941 3.86115144 9.35620435 10.59540687 7.11916524 5.22104571 11.91027133 0.53923327 NA 12.48136868 12.78427822 8.56896808 0.53923327 10.73438786 5.26132395 11.89402111 7.42999165 5.76161240 NA -0.04572923 NA 3.86115144 3.41368885 16.22575729 17.53029316 11.52197672 11.34979236 -1.04572923 0.53923327 11.79798306 1.27619887 1.76162569 9.06930180 10.70161204 NA 18.47474073 11.51435220 NA 0.53923327 NA 11.24225915 7.08354102 5.32929944 10.42165998 10.58407021 15.25237453 9.71414641 1.53923327 5.46205232 12.26614843 9.65902652 3.99865586 11.31067997 8.21400140 10.21694043 11.14562594 NA 8.81689565 10.80873706 6.36364944 NA 1.95427077 2.65468758 6.25803832 9.25917996 10.67107767 -0.04572923 1.53923327 -1.04572923 6.68217858 NA 10.85096909 -1.04572923 12.68896787 9.87970148 11.01697901 2.65468758 13.45597106 5.10400531 8.95707330 11.52766877 7.24427725 9.37527103 9.08602526 8.53734111 9.37211066 11.03307619 -1.04572923 7.64774550 5.06278228 9.59901590 11.02706079 7.97662598 13.16690662 8.21164596 NA 10.12104895 NA -0.21429000 -0.21166000 0.80366000 0.48785000 0.27799000 0.27799000 0.03031000 0.02384900 -0.48056000 0.22827000 0.24109000 0.13155000 0.13155000 0.05608500 0.03544600 0.03411300 0.03411300 -0.45950000 0.02146300 0.00000000 0.00000000 -0.20871000 0.02062300 -0.18345000 -0.37381000 0.00430210 0.11594000 0.11594000 -0.01009400 -0.02794500 -0.02794500 -0.02794500 -0.21166000 -0.21166000 -0.20261000 -0.22564000 -0.22564000 -0.22564000 -0.20510000 -0.19437000 -0.04590600 -0.53764000 -0.47279000 -0.05023500 -0.05023500 -0.05023500 0.29406000 0.02384900 0.02384900 -0.48056000 -0.97139000 0.05608500 -0.02753500 0.00055459 0.00055459 0.03411300 0.04032600 0.02146300 0.00000000 0.00000000 0.28390000 0.28390000 -0.20871000 -0.12810000 -0.12810000 0.02062300 0.02062300 -0.37381000 -0.37381000 -0.49569000 -0.06871200 -0.20908000 -0.01009400 -0.01009400 -0.01009400 0.000 0.000 0.000 0.000 -0.459 0.000 0.000 0.284 -0.209 -0.128 -0.128 0.000 0.000 -0.315 -0.315 0.000 0.000 0.000 0.000 0.116 0.116 -0.209 -0.215 0.228 0.025 0.575 0.780 -0.148 0.000 0.488 0.000 0.278 0.278 0.000 0.000 -0.252 0.228 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.459 0.000 0.000 0.284 -0.209 -0.128 -0.128 0.000 0.000 -0.315 -0.315 0.000 0.000 0.000 0.000 0.116 0.116 -0.209 -0.215 0.228 0.025 0.575 0.780 -0.148 0.000 0.488 0.000 0.278 0.278 0.000 0.000 -0.252 0.228 0.000 0.000 0.000 0.000 11.01664173 NA 9.26706170 7.51650059 11.62889190 11.20928094 10.11539017 11.03240904 8.12418336 9.19504955 10.52764981 10.85512504 8.27393031 9.71747063 11.97489102 9.94507126 4.32372313 11.31067997 9.43807407 10.21694043 10.22747107 10.44410620 10.75273003 12.89955301 13.18322722 7.93439796 -0.04572923 4.53922086 9.31839300 8.96548562 11.03973069 12.60631894 11.67086339 NA 11.24110476 10.88166584 14.77891673 9.43100443 6.24887824 9.58452531 8.23734669 11.76462905 9.98487028 8.72574763 10.53121496 10.00138216 1.53923327 10.90335542 9.26827484 7.08354102 12.48136868 3.04171609 10.92220499 11.52197672 5.59811505 6.64774478 -1.04572923 10.34335174 0.53923327 9.02706086 10.80834740 10.21694043 11.14562594 11.55207802 10.80873706 11.18547944 4.68217999 -1.04572923 7.86415147 10.51602352 6.33796258 2.76160442 10.85096909 11.80581210 11.01697901 12.62811937 10.96338706 10.44661221 9.64948649 9.08602526 7.20692351 9.59269417 9.56988788 1.53923327 NA -0.04572923 8.94348243 9.45709005 9.50788758 6.32929764 10.18247567 4.34657401 TCGA-IQ-A61G 57 0 NA 360 head and neck stage iva t4a n2c mx male 2012 NA yes head and neck squamous cell carcinoma 60 1982 5 white hispanic or latino 2 4 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.161338e-06 1.560502e-06 6.5025677 -1.1341603 10.5165464 NA 0.4509077 10.1582651 2.8659386 4.6988352 9.2763948 16.2487363 7.4806529 8.0207616 8.8757721 NA 9.1162418 10.0464741 5.5524447 4.0358702 -1.1341603 8.5921614 -1.1341603 NA 5.2234959 8.3130268 9.9861812 0.4509077 10.8392820 10.5321674 10.2943036 10.5763194 NA -1.1341603 0.4509077 7.9447612 0.4509077 1.6732850 13.1107532 -0.1340020 10.6473031 8.9666058 5.5241546 5.9534073 12.0349288 -0.1340020 NA 12.1995181 12.5065273 8.9560558 NA 10.8595894 4.1383394 11.3705141 7.3171548 4.8659436 -1.1341603 NA -1.1341603 2.9534143 0.8659188 15.7211523 16.1968467 11.3655402 11.3414235 -1.1341603 -0.1340020 10.4621331 NA 0.8659188 8.1559622 10.6696709 NA 18.3558070 9.9757740 -1.1341603 NA 1.1878944 10.9563867 4.8432251 3.9952222 9.3598288 10.9316961 13.7514491 9.0042151 6.2837959 1.8659584 12.3349492 9.9600211 NA 13.5073082 9.6191601 10.3522757 10.3672830 NA 8.9926478 10.8514296 5.3895049 -1.1341603 NA 2.7728358 6.3416763 9.4980298 7.4471436 NA 1.6732850 NA 7.4584001 NA 9.9913569 NA 13.3162525 9.0593702 10.8567564 NA 13.2793069 2.1878627 9.0729576 11.1233312 4.2582626 8.2625483 9.8945401 3.5663890 6.7301291 8.8855341 1.4509077 10.5998061 7.1923727 8.6972505 10.6460730 8.6619829 11.5097996 8.8172280 NA 10.5299461 NA 0.00986690 1.01470000 1.27860000 -0.52747000 0.04075100 0.04075100 0.02202400 0.02202400 0.01824300 0.01824300 0.55337000 -0.53896000 -0.51494000 -1.06930000 0.05565800 0.02188400 3.65690000 0.01656500 -0.50672000 0.12285000 0.68347000 0.05779600 -0.17675000 1.05020000 -0.49861000 -0.54844000 0.60377000 0.04145800 0.79941000 -0.49016000 0.04344000 0.02185200 -0.02284400 -0.02284400 -0.53916000 -0.50970000 -0.51306000 -0.51306000 -1.07400000 -1.09260000 0.02118300 -0.78681000 0.09333000 -0.51948000 -0.19812000 -0.17250000 0.04075100 -0.40860000 0.01056400 -0.52563000 -1.29290000 -0.02078100 -0.53012000 -0.50525000 -0.50110000 -0.51579000 -0.52399000 -0.51715000 -0.40296000 0.15099000 -0.07334300 0.04939800 0.03383100 0.00027728 0.06952500 -0.17675000 -0.16866000 -0.50660000 -0.52450000 -0.54844000 0.18359000 -0.50183000 -0.48039000 -0.48039000 -0.45939000 -0.501 -0.501 -0.516 -0.516 0.000 -0.507 0.123 0.000 0.000 -0.439 0.000 -0.177 -0.177 0.180 -0.319 -0.382 0.166 0.000 0.000 0.587 0.587 -0.502 -0.503 0.000 0.000 -0.301 0.209 -0.458 0.000 -0.527 -0.527 -0.528 -0.528 0.000 0.000 -0.507 0.000 -0.515 -0.515 0.177 0.626 -0.501 -0.501 -0.516 -0.516 0.000 -0.507 0.123 0.000 0.000 -0.439 0.000 -0.177 -0.177 0.180 -0.319 -0.382 0.166 0.000 0.000 0.587 0.587 -0.502 -0.503 0.000 0.000 -0.301 0.209 -0.458 0.000 -0.527 -0.527 -0.528 -0.528 0.000 0.000 -0.507 0.000 -0.515 -0.515 0.177 0.626 10.367781 NA 9.659376 4.075396 10.985209 10.544535 8.742460 11.193496 7.627494 9.629986 11.306294 10.853563 6.524155 10.582334 12.936651 10.119791 5.295558 13.507308 8.846083 10.352276 9.821593 10.636194 11.215225 13.659932 13.500130 9.301614 -0.134002 2.865939 8.952080 10.186744 10.6270790 12.2669562 10.7309033 -0.1340020 9.3767076 11.1058402 15.5607476 9.6349548 5.1513474 8.3577965 8.2859034 11.9801738 9.2751964 9.1103071 10.5290567 9.5533190 -1.1341603 10.6233334 9.5374844 5.5383674 12.1995181 4.7728358 10.5075436 11.3655402 7.3737378 4.1878707 2.3253864 9.4667855 -0.1340020 9.1443929 9.4405370 10.3522757 10.3672830 11.0914521 10.8514296 10.2948269 1.6732850 0.8659188 7.6274945 9.2311722 3.3253720 2.8659386 9.9913569 10.8883112 10.8567564 13.0733391 11.2409828 10.7996341 8.3005718 9.8945401 8.3088869 10.2119030 9.5836199 NA NA 1.6732850 8.3732423 9.7355372 9.1478734 8.4546579 9.8834478 3.7239298 TCGA-IQ-A61H 76 0 NA 1138 head and neck stage ii t2 n0 mx male 2012 NA no head and neck squamous cell carcinoma 30 NA 0 white hispanic or latino 4 4 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 4.369405e-06 1.560502e-06 8.994619321 1.004537347 11.621294022 3.396830800 4.289915596 10.185046250 3.648373402 7.451598526 8.860941078 15.073818389 7.776005260 7.500370263 8.221261330 -0.995390747 9.727323007 10.822298597 5.443639801 4.326443869 4.396830800 9.114346201 3.174438379 0.589475878 9.813479636 4.289915596 10.859383831 3.528083671 10.797712343 10.545612052 10.313991884 9.969578196 0.589475878 2.811861451 3.811871724 8.619611822 0.004465437 3.811871724 13.976328440 5.480248963 10.002280726 11.237236197 9.040689181 8.266610409 11.048567998 4.430780362 NA 11.864050266 11.906890596 8.447458939 1.004537347 10.980005229 8.450420298 11.643177648 8.073293798 3.759400879 4.862496025 NA -0.995390747 -0.995390747 NA 13.752077011 14.434271999 10.788332203 12.282529287 NA 3.326436678 10.245902880 -0.995390747 3.958712780 9.233334225 12.113856451 NA 17.099453965 9.973182323 1.589475878 1.811881996 4.133801873 11.793845337 9.499371154 3.326436678 11.272364314 10.851964415 14.712710265 10.116303279 7.593229756 4.785874834 11.428944252 10.158700690 4.396830800 13.041194804 10.101230633 11.063521885 10.157434101 5.745982156 8.909902382 10.732010510 7.531992722 0.004465437 NA 2.704960471 7.524151459 9.874880248 10.145984097 1.004537347 4.958712780 1.326422296 5.935252287 NA 10.317965390 NA 12.605009200 8.973340630 10.895159757 3.396830800 12.689264102 5.430780362 9.070604804 11.057762579 7.257181325 8.970299771 10.583359900 7.451598526 12.150129269 9.584774074 1.589475878 7.967411304 8.204187679 9.240529716 11.557424690 8.713599252 11.321079868 8.630224162 1.326422296 9.820699133 0.004465437 0.09231500 0.16580000 0.33076000 -0.27643000 0.00000000 0.00000000 0.26279000 0.26279000 0.04457400 0.25222000 0.08391600 0.32769000 0.32769000 0.07196600 0.07196600 0.07139100 3.65690000 0.03647400 0.05252500 -0.03898600 -0.02096100 0.53555000 -0.16599000 -0.14721000 -0.14721000 -0.00470790 0.06311000 0.06311000 -0.43680000 -0.00512270 -0.37019000 0.45054000 0.09231500 -0.37132000 -0.37132000 -0.11535000 -0.11535000 -0.33678000 -0.33678000 -0.35362000 -0.33087000 -0.33087000 -0.34710000 -0.27643000 -0.27643000 -0.36742000 0.00000000 -0.32112000 -0.14721000 -0.37561000 0.07196600 0.07196600 -0.15003000 -0.15003000 -0.15003000 0.07139100 -0.36955000 0.01740400 -0.03898600 -0.03898600 0.00097064 0.54647000 -0.11700000 -0.14374000 -0.14374000 -0.16599000 -0.39375000 -0.14721000 -0.14721000 -0.00470790 -0.00470790 -0.35259000 0.07254000 0.00965300 0.02496900 -0.150 -0.150 0.000 -0.331 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 -0.166 -0.166 -0.147 -0.147 0.000 0.000 0.000 0.501 0.000 0.000 -0.353 0.129 0.166 0.166 -0.115 0.215 -0.354 -0.354 -0.276 -0.276 0.000 0.000 0.263 0.263 -0.376 0.000 0.000 0.000 0.000 0.000 -0.150 -0.150 0.000 -0.331 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 -0.166 -0.166 -0.147 -0.147 0.000 0.000 0.000 0.501 0.000 0.000 -0.353 0.129 0.166 0.166 -0.115 0.215 -0.354 -0.354 -0.276 -0.276 0.000 0.000 0.263 0.263 -0.376 0.000 0.000 0.000 0.000 0.000 10.416026477 0.004465437 10.251641939 9.207863576 11.826887155 10.765588780 7.581943962 11.244710552 9.581944339 9.918152893 12.015567991 12.168007931 8.687510060 11.019125322 10.000988978 10.869862155 4.229480255 13.041194804 10.206026798 11.063521885 10.420785227 10.976777326 11.391304873 11.395565677 13.410388212 12.414436733 NA 2.911403973 9.597906548 10.682675471 11.490093238 12.565445332 10.756059550 1.326422296 11.284416214 10.117606482 14.107306048 9.206639317 8.348811350 9.740071482 9.238135045 11.904438787 10.305302764 8.815087041 10.998154453 10.127990324 4.396830800 11.127990260 9.518243006 7.434968430 11.864050266 2.463936280 10.516762154 10.788332203 5.811869155 5.745982156 6.271302408 9.622900892 0.004465437 9.949227481 9.789150343 11.063521885 10.157434101 10.075307326 10.732010510 11.572471537 1.811881996 9.115651041 9.963481349 11.171619986 9.287603885 6.370837335 10.317965390 11.613463279 10.895159757 12.236036681 10.980363464 10.661387181 8.947029929 10.583359900 7.958711621 10.217619697 10.244114048 1.811881996 3.093678480 6.551409888 7.886180037 9.710147946 10.080662992 6.805414997 10.514785152 5.113042003 TCGA-IQ-A61I 63 1 2 NA head and neck stage iva t1 n2b m0 male 2012 NA no head and neck squamous cell carcinoma NA NA 3 black or african american not hispanic or latino 3 5 NA NA 2 4 2 3 5 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.126661e-06 1.664535e-06 10.1509212 NA 10.9631017 -1.1939647 1.3910528 10.0063562 8.1592174 6.3059158 8.7790505 16.8602192 6.6515612 6.9759958 8.8961831 NA 8.5659589 10.2048143 5.7353895 5.2154612 11.0983923 8.7617204 2.7129699 NA 5.7368078 10.8514890 10.2787614 NA 9.8242708 9.6381694 10.6663817 9.9340649 NA -0.1939647 1.1280294 7.6600665 NA NA 11.4290375 8.9596227 9.8200910 9.7144633 6.1369870 4.2655044 11.5273834 1.8060765 NA 9.6825875 12.9899385 8.4226194 2.7129699 12.4477837 1.6134374 9.7862102 5.8504644 5.1459220 -1.1939647 NA 1.8060765 3.8935370 2.1279964 15.7783324 13.8592566 11.0203897 12.9193244 NA 1.6134374 10.2675501 2.6134138 1.1280294 9.9766217 11.9029504 1.8060765 17.4245027 10.6045424 NA -1.1939647 -0.1939647 10.7282833 7.1279984 4.1636195 9.4538437 10.4377024 13.5174687 8.5874303 1.6134374 4.5339931 12.2081500 10.0197824 4.5874310 12.5977412 11.4340604 11.8594874 10.2547032 0.3909978 8.8788731 10.4050536 5.7008891 -0.1939647 NA 2.3910253 7.1723925 7.1459209 9.3625766 0.3909978 2.1279964 NA 11.3491024 NA 10.9211143 6.3759256 14.1094946 8.3987330 9.7947552 -1.1939647 12.4458635 5.2323346 7.1897752 11.0474580 10.4069127 9.4943210 10.4682939 4.7129589 7.6262493 8.2613978 1.3910528 11.2297118 8.3985278 8.8586388 11.5110549 8.5407802 11.9515251 7.6702568 NA 10.6342071 NA -0.01519100 0.01363200 0.12741000 -0.03667400 -0.67122000 -0.67122000 0.00000000 0.00000000 0.01349200 0.01291400 -0.01546500 -0.00816240 0.08493200 0.08493200 -0.17537000 0.01810300 0.01810300 -0.00152430 -0.00152430 -0.71835000 0.09014100 -0.01766600 -0.03925800 0.01056400 0.01056400 -0.10316000 0.63408000 0.63408000 -0.10946000 0.04726800 0.04726800 0.73810000 0.01363200 0.01363200 0.01307400 -0.69006000 -0.67628000 -0.67481000 -0.67481000 0.03369000 0.03369000 0.03369000 0.03369000 0.02679500 0.02679500 0.74899000 -0.67122000 0.00000000 0.00000000 -0.68697000 0.08493200 0.08493200 -0.00415460 -0.00415460 -0.00871460 0.01810300 -0.02830100 -0.00152430 -0.04847800 -0.74290000 -0.00013862 -0.00013862 -0.01766600 -0.69532000 -0.69532000 -0.03925800 -0.03925800 0.01056400 0.01056400 -0.80534000 -0.10316000 -0.00193990 -0.06262900 -0.06262900 -0.06262900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.623 0.000 0.000 0.000 0.000 -0.103 -0.103 0.000 0.691 0.634 0.634 0.000 0.000 0.000 0.000 -0.675 -0.547 0.000 0.000 0.000 0.000 -0.671 -0.671 0.000 0.000 -0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.623 0.000 0.000 0.000 0.000 -0.103 -0.103 0.000 0.691 0.634 0.634 0.000 0.000 0.000 0.000 -0.675 -0.547 0.000 0.000 0.000 0.000 -0.671 -0.671 0.000 0.000 -0.687 0.000 0.000 0.000 0.000 0.000 9.6118144 NA 9.3383582 5.7008891 6.3138644 10.0926283 10.5275970 12.4242266 7.0587364 10.2490141 12.4759522 11.3664034 8.4837904 9.5433180 11.6226543 11.3403735 6.3552013 12.5977412 10.8155493 11.8594874 10.1597688 9.2323353 9.6222543 13.9540136 12.5623142 10.3801910 0.8060353 4.3296331 9.2777458 9.3394004 10.2037453 11.4562248 13.0926284 NA 10.5228900 10.7008883 15.4974969 8.0492447 9.4749555 8.4463154 8.3296327 12.8236620 9.3715249 9.7833506 11.1797514 9.6444867 11.0983923 9.6902411 10.4267486 8.9185100 9.6825875 3.7602635 9.5849691 11.0203897 6.0539975 6.3529650 0.3909978 8.6687081 3.1279964 9.1369875 8.4152495 11.8594874 10.2547032 10.5951967 10.4050536 10.2469397 NA NA 8.0396900 12.1188118 13.6055546 3.3910390 10.9211143 9.7566265 9.7947552 13.0156763 11.4458635 11.1948951 9.3510351 10.4682939 7.4499270 9.5475376 8.8116951 5.3138662 -0.2378638 11.9123063 11.3037204 9.7107052 8.1325002 7.4995573 9.5339910 6.6578200 TCGA-IQ-A61J 54 0 NA 1021 head and neck stage iva t2 n2b m0 male 2012 NA yes head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 3 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 7 0 5 0 0 1.491146e-06 5.895229e-07 10.1407376 -1.1137230 10.5551845 3.2786242 5.8051635 10.1917912 7.2613390 6.8862989 9.3831532 16.5957738 7.0711749 7.4899258 7.4750143 NA 9.5613744 9.3030971 5.6237147 7.7349223 10.2317048 8.6227013 0.8862770 NA 10.4996286 10.0091275 11.1253012 2.2082363 10.2416506 10.3395701 10.8520838 10.9097073 1.6936765 -0.1137230 4.6936542 9.2584028 -1.1137230 NA 14.3270714 6.0360461 8.9509480 11.3240516 9.0562245 6.8806525 11.2821013 4.2082285 NA 12.7372676 13.5545197 9.6005450 2.0562367 11.8311945 7.7684225 12.0453824 7.8549662 5.7317888 2.5867407 NA 1.2082051 1.4712395 0.4712395 15.1304766 15.5522874 11.0335044 13.2380669 1.8863160 4.7442795 11.5525235 NA 2.8862965 10.0058891 10.9740938 -0.1137230 19.7809913 11.4987073 NA 2.3457370 0.8862770 11.7347268 10.7616649 3.3457370 11.0685510 10.2294852 15.5464626 9.3477790 6.6142195 4.2082285 11.3295021 9.8671532 5.5010091 12.5193821 7.0052405 11.1909360 11.9128230 -0.1137230 8.4157299 11.1682295 7.0309573 NA 0.4712395 4.7689412 7.1342271 9.1946384 9.9987391 2.5867407 3.7931884 -1.1137230 6.5657799 -1.1137230 10.4608930 -1.1137230 12.8271636 9.5930977 10.9466577 4.9086688 13.2094950 7.1900805 8.0711749 10.8040445 8.8477492 9.2305955 10.5678542 10.4485419 11.6449392 10.3177971 2.3457370 9.4215749 7.0360461 9.1342271 12.3153139 8.3539050 12.3070493 8.4019994 0.4712395 11.6478508 2.6936542 0.0058309 0.0058309 0.2916700 0.5627600 -0.0713380 -0.0713380 -0.0442800 -0.0442800 -0.4067300 0.7796400 0.0139110 -0.2808400 -0.2808400 -0.2853700 0.2110000 0.0030522 0.3933000 0.0066653 0.0066653 0.0126550 0.0126550 0.0000000 -0.0206870 0.0052749 0.0052749 -0.0414310 -0.0102320 -0.0102320 -0.2972100 -0.0221980 0.0093098 -0.0339500 0.0058309 0.0058309 0.0054139 -0.3951900 -0.3951900 -0.3951900 -0.8042600 -0.3834700 -0.3834700 -0.3834700 -0.3834700 -0.3853700 0.0181030 0.0050360 -0.0713380 -0.0442800 -0.2071300 -0.4030700 -0.2808400 0.2110000 -0.3989700 -0.3989700 -0.3989700 0.0030522 -0.4015200 0.0066653 0.0126550 0.0126550 0.2638800 0.2638800 0.0000000 -0.0052610 -0.0052610 -0.0206870 -0.0206870 0.0052749 0.0052749 -0.0414310 -0.0414310 -0.4260400 0.3946300 0.3946300 -0.3009100 -0.399 -0.399 -0.381 -0.381 0.000 0.000 0.000 0.264 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.156 0.000 0.000 0.000 -0.395 0.263 -0.383 -0.383 0.545 0.000 0.000 0.000 0.000 0.000 -0.381 0.000 -0.281 -0.070 0.365 0.068 -0.399 -0.399 -0.381 -0.381 0.000 0.000 0.000 0.264 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.156 0.000 0.000 0.000 -0.395 0.263 -0.383 -0.383 0.545 0.000 0.000 0.000 0.000 0.000 -0.381 0.000 -0.281 -0.070 0.365 0.068 10.830646 NA 9.765875 6.822938 10.929669 11.443742 11.727667 11.952557 9.609107 9.934786 10.829913 12.144718 8.775043 10.763967 11.525640 9.967117 4.968450 12.519382 8.733357 11.190936 10.557841 10.277543 11.215614 12.610463 12.357594 9.814077 1.693677 1.471239 9.828814 9.438008 11.2842415 11.9283008 12.1075845 1.6936765 11.3191024 10.4494958 14.5732896 9.9341051 7.3539055 8.5516356 8.8707180 12.7634878 8.4115856 7.8635792 10.4968630 8.5850042 10.2317048 11.3245716 8.1786210 6.5587253 12.7372676 3.7931884 10.7969423 11.0335044 5.7064781 6.6411876 2.7931884 10.4490189 0.4712395 9.7255033 8.4806242 11.1909360 11.9128230 11.0658976 11.1682295 11.1072823 2.6936542 4.5867407 7.4936297 11.5891215 6.7628165 4.5301582 10.4608930 11.5878226 10.9466577 12.0216882 10.4494958 9.8806529 9.2515283 10.5678542 7.2871786 10.1670702 10.2132907 -1.1137230 NA 6.8862989 9.6176440 10.0303204 10.4913160 7.5867392 10.1348201 5.5445101 TCGA-IQ-A61K 70 1 161 NA head and neck stage iva t3 n2b m0 female 2012 NA yes head and neck squamous cell carcinoma 20 NA 4 white not hispanic or latino 1 3 NA NA NA NA 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.150025e-06 7.62912e-07 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.42116000 0.00583090 0.43868000 -0.04698900 -0.00843850 0.43092000 0.44291000 0.44291000 -0.46780000 3.65690000 0.43631000 0.41346000 0.41346000 -0.01424700 -0.01271300 3.65690000 0.41550000 0.00000000 0.00055459 3.63530000 -0.00705760 -0.02068700 -0.03190500 0.91400000 -0.02027500 0.23566000 0.81532000 0.81532000 0.37858000 0.42419000 0.42419000 -0.00249380 0.42116000 0.42116000 -0.00553750 -0.46131000 -0.46131000 -0.44825000 -0.03294300 0.09681600 0.09681600 0.09681600 -0.45018000 -0.00175320 -0.00175320 -0.00981850 -0.01140700 0.44291000 0.44291000 -0.46780000 0.41346000 -0.01424700 -0.44825000 -0.44825000 -0.43724000 0.41559000 0.42217000 0.00055459 -0.01078400 -0.01078400 0.39595000 0.41095000 -0.01546600 1.59280000 1.59280000 -0.03190500 -0.02013800 -0.02027500 -0.02027500 0.23566000 0.23566000 -0.02041200 -0.03885000 -0.03885000 -0.08744700 -0.437 -0.437 0.422 0.422 0.000 0.000 0.000 0.411 0.000 -0.431 1.273 0.000 0.000 0.914 0.000 0.236 0.236 0.424 0.000 0.815 0.815 0.000 0.000 0.000 0.000 0.000 0.439 0.000 0.000 0.000 0.000 0.000 0.000 0.443 0.443 -0.451 0.436 0.413 0.000 0.000 0.000 -0.437 -0.437 0.422 0.422 0.000 0.000 0.000 0.411 0.000 -0.431 1.273 0.000 0.000 0.914 0.000 0.236 0.236 0.424 0.000 0.815 0.815 0.000 0.000 0.000 0.000 0.000 0.439 0.000 0.000 0.000 0.000 0.000 0.000 0.443 0.443 -0.451 0.436 0.413 0.000 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-IQ-A61L 72 0 NA 416 head and neck stage ii t2 n0 m0 female 2012 NA yes head and neck squamous cell carcinoma NA NA 0 white hispanic or latino 1 3 NA NA NA NA 2 1 2 3 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.912937e-06 9.70979e-07 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.106180 -0.106180 1.206500 -0.037218 0.190860 0.190860 0.055373 0.055373 -0.121610 1.083100 1.083100 0.235040 -0.489110 0.228850 0.228850 0.277890 0.277890 -0.063703 -0.063703 -0.015329 -0.015329 0.000000 0.216220 -0.133680 -0.133680 -0.126810 0.217140 1.242900 0.068091 -0.122260 -0.122260 -0.132900 -0.106180 -0.106180 -0.106180 -0.488170 -0.488170 -0.488170 -0.474900 0.224840 -0.167010 0.247160 -0.482920 -0.037218 -0.037218 -0.037218 0.190860 0.055373 0.055373 -0.121610 0.228850 0.228850 -0.076871 -0.076871 -0.076871 0.277890 -0.122650 -0.078965 -0.015329 -0.015329 0.219910 0.219910 0.000000 0.202440 0.202440 0.216220 0.216220 -0.132640 -0.132640 -0.126810 -0.137680 -0.129660 0.089127 0.077112 0.068091 0.000 0.000 0.278 0.155 0.000 0.000 0.000 0.220 0.000 0.202 0.202 0.216 0.216 -0.134 -0.134 -0.138 -0.138 -0.122 -0.122 0.217 1.243 -0.130 0.181 -0.106 -0.106 -0.488 -0.014 0.235 0.235 0.000 0.000 0.191 0.191 0.000 0.000 -0.122 0.962 0.229 0.229 0.000 0.000 0.000 0.000 0.278 0.155 0.000 0.000 0.000 0.220 0.000 0.202 0.202 0.216 0.216 -0.134 -0.134 -0.138 -0.138 -0.122 -0.122 0.217 1.243 -0.130 0.181 -0.106 -0.106 -0.488 -0.014 0.235 0.235 0.000 0.000 0.191 0.191 0.000 0.000 -0.122 0.962 0.229 0.229 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-IQ-A61O 43 1 421 360 head and neck stage iva t2 n2b mx male 2012 NA yes head and neck squamous cell carcinoma spindle cell variant NA NA 3 white hispanic or latino 3 3 NA NA 1 3 1 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.317757e-06 6.588786e-07 11.1101280 NA 10.6649163 5.1540566 9.3083845 10.3317171 2.1998451 5.5217889 8.1885448 15.6281712 6.3188013 9.4572479 7.4759847 NA 7.8758169 9.5975347 5.4638349 3.0072134 1.5218046 8.0733040 -0.8001235 NA 12.9694913 8.0886033 10.5819437 NA 9.7292907 9.8828547 10.0825032 10.3011793 NA NA 5.6092497 8.5383515 NA NA 12.4019839 5.1305973 9.2319059 10.4829484 8.3970769 7.8616384 10.3044588 6.4944812 NA 11.6954653 8.6897080 8.1857021 -0.8001235 6.2551419 4.6742968 12.2068873 6.7155598 8.4286788 NA NA 4.3291451 0.1998765 NA 15.1392543 14.7466503 9.8985648 12.7530094 NA 5.3083827 9.6039373 1.7848390 5.7076545 8.8810984 10.3970768 1.1998765 12.9799897 10.3603619 NA 3.7848180 4.2873245 11.3223646 8.6633845 1.5218046 9.7333359 10.5727251 16.8907447 8.5727252 5.3896838 6.7544493 11.8850469 11.0946779 4.5217857 10.9924552 7.7194963 10.1656444 12.3354091 2.0072314 8.8509119 10.0072150 9.5013563 NA NA NA 6.7155598 8.8401050 9.4202384 0.1998765 -0.8001235 NA 4.0578401 0.7848390 10.7881062 0.1998765 13.1250436 9.3982315 9.3534122 4.8722870 13.9811686 0.1998765 7.2605564 12.0603651 10.5007845 9.6365717 10.5167865 6.2873227 14.2404495 11.3191255 0.7848390 8.9379523 7.0264084 9.5541095 12.2154494 8.3291429 11.3562592 8.2740016 2.0072314 1.5218046 3.0072134 0.01467400 -0.00885260 0.04400700 0.39031000 0.00000000 0.00000000 0.30489000 0.30489000 0.31113000 3.65690000 0.38778000 0.09405600 0.09405600 -0.05712400 -0.05104600 -0.34859000 -0.34033000 0.00624810 0.00624810 -0.17018000 -0.17018000 -0.10592000 0.23241000 -0.29343000 0.12682000 -0.09366700 0.05508800 0.05508800 -0.00225050 0.17129000 0.32221000 0.24373000 0.01467400 0.01467400 -0.00885260 -0.27894000 -0.27894000 -0.27894000 -0.27894000 0.00000000 0.00000000 0.00000000 0.00041593 -0.32368000 -0.32368000 -0.32368000 0.00692760 0.30489000 0.30489000 0.31113000 -1.02140000 -0.05712400 -0.05010000 -0.39730000 -0.02849100 0.03467700 -0.33087000 0.00624810 -0.39453000 -0.17018000 -0.00083160 -0.00083160 -0.13985000 -0.03572100 -0.03572100 0.23241000 -0.14142000 -0.21528000 -0.69505000 -0.09366700 -0.09366700 0.18374000 0.00722170 0.00722170 -0.00225050 0.000 0.000 0.000 0.000 0.000 0.000 -0.410 0.000 -0.140 0.000 0.000 0.232 0.232 -0.293 -0.293 0.000 0.000 0.244 0.244 0.000 0.000 0.277 0.406 0.000 0.000 -0.279 0.000 0.000 0.000 0.390 0.067 0.000 0.000 0.305 0.305 0.311 0.311 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.410 0.000 -0.140 0.000 0.000 0.232 0.232 -0.293 -0.293 0.000 0.000 0.244 0.244 0.000 0.000 0.277 0.406 0.000 0.000 -0.279 0.000 0.000 0.000 0.390 0.067 0.000 0.000 0.305 0.305 0.311 0.311 0.000 0.000 0.000 0.000 11.8625285 4.1540566 9.4780771 6.4286784 12.2703165 8.4525020 2.7848180 11.8443924 13.1173254 10.2679666 10.6339670 10.9332992 8.3057686 9.8062652 9.8062652 9.8775797 4.8012570 10.9924552 9.4238618 10.1656444 10.0080198 10.1842786 10.4701554 13.8892046 12.5332950 3.3697875 0.1998765 NA 8.8292166 10.0586182 11.223614 12.277677 10.908082 3.287325 10.652616 10.487572 13.372753 6.521789 7.651071 8.379769 9.005604 11.412356 8.009178 9.057841 11.024023 9.480631 1.521805 9.518403 7.553007 8.310996 11.695465 4.409316 10.926078 9.898565 7.276675 5.057840 1.521805 8.748682 1.199876 8.638652 11.366965 10.165644 12.335409 10.801631 10.007215 10.548588 5.675593 3.592182 8.575942 12.495486 5.369784 5.057840 10.788106 11.541935 9.353412 12.665299 10.489303 9.657241 10.063272 10.516786 10.352145 9.939641 10.770665 1.521805 0.784839 1.784839 9.087462 9.051609 9.352145 7.082504 10.714574 4.981218 TCGA-IQ-A6SG 61 0 NA 579 head and neck stage iii t3 n0 m0 female 2013 NA yes head and neck squamous cell carcinoma NA NA 0 white hispanic or latino 1 4 NA NA 2 2 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 3.01697e-06 1.040335e-06 8.06195004 NA 10.63829960 1.49973110 3.30706416 10.54853527 9.09029480 3.89202180 8.42303521 13.79902318 7.96731331 7.98352380 8.29412353 -0.50021788 7.80804712 9.20014752 5.76649446 1.08467660 2.89202180 7.63413437 NA 1.82162859 9.05333701 9.31268741 11.03352418 -1.50021788 10.75119020 10.02767341 10.06433374 9.75296446 NA 2.66963910 0.82162859 8.02432799 NA NA 13.15210468 3.74763445 10.49900324 10.43487286 7.02718502 4.92597094 12.92341466 3.40660469 -1.50021788 13.61523922 12.87141642 8.95708869 NA 10.46043378 4.62093238 12.19819546 4.47699078 2.49970560 NA -1.50021788 NA 1.30707874 -1.50021788 12.57727046 13.23103057 11.54870547 12.80826017 0.82162859 1.08467660 10.21137474 1.30707874 0.08460858 9.81032067 11.18883224 -0.50021788 17.63649122 9.57251038 NA -1.50021788 NA 11.64436605 6.00750276 5.93433722 10.73438455 10.31709125 15.36568268 9.56107902 5.59773973 3.54410203 11.34146873 10.27860626 3.49970560 13.37131857 9.42896623 10.82782172 11.28964896 NA 8.78626571 10.78221712 5.77583280 -1.50021788 -1.50021788 -0.50021788 6.59773973 9.54614978 8.33259785 NA -1.50021788 0.08460858 6.43044586 NA 9.45680984 NA 12.78445965 9.39524514 7.57919297 1.49973110 13.00539534 4.40659789 8.71159608 10.59741078 7.97341382 9.56982884 9.71756248 6.80804648 10.21866869 9.75532659 2.20015905 10.02473924 3.99156266 9.50883665 10.71372330 8.30545166 11.86329506 9.06099579 1.08467660 11.32982683 NA 0.6119000 0.5978200 0.6715900 0.1112500 0.0227250 -0.3307500 0.4228400 0.4228400 -0.6219800 0.3278500 0.3401500 -0.3092100 -0.2969700 -0.3079800 0.0104650 0.1826800 0.2974100 0.6811700 -0.3014500 -0.3283700 -0.3162300 0.0108420 0.5468300 -0.6124900 -0.2575700 1.1945000 0.0043021 0.0043021 0.1445900 -0.2486100 0.0603650 -0.0053992 0.6119000 0.6119000 -0.7064400 -0.6128700 -0.6128700 -0.6128700 -0.6300300 -0.0527360 -0.3419400 -0.3707600 0.2384500 -0.2944900 -0.2944900 -0.2944900 0.0253430 0.5070700 0.0157270 -0.6219800 -1.1653000 -0.3079800 0.1453300 0.1453300 -0.6123900 0.1705200 0.3005900 -0.3014500 -0.6202600 -0.3283700 -0.0142280 -0.0142280 0.0076392 -1.2929000 -0.2853700 0.3194800 0.5468300 -0.6106600 -0.6147800 -0.3369900 -0.2740400 -0.0573850 -0.5827400 -0.5827400 0.1445900 0.145 -0.467 0.297 0.297 0.328 -0.301 -0.328 0.000 0.000 -0.270 -0.270 0.547 0.547 -0.612 -0.612 -0.274 -0.274 0.000 0.000 0.000 0.000 0.000 -0.283 0.000 0.000 -0.613 0.000 0.000 0.000 0.111 -0.183 0.000 0.000 0.407 0.000 -0.282 0.340 -0.308 -0.308 -0.438 0.145 0.145 -0.467 0.297 0.297 0.328 -0.301 -0.328 0.000 0.000 -0.270 -0.270 0.547 0.547 -0.612 -0.612 -0.274 -0.274 0.000 0.000 0.000 0.000 0.000 -0.283 0.000 0.000 -0.613 0.000 0.000 0.000 0.111 -0.183 0.000 0.000 0.407 0.000 -0.282 0.340 -0.308 -0.308 -0.438 0.145 11.17544439 -1.50021788 10.42205436 3.20014335 11.86875983 11.54148503 12.25980398 12.61231022 9.10426117 9.72491523 11.64516241 11.48145345 7.32625599 11.25709786 12.83858346 10.29168459 6.15040126 13.37131857 9.33496865 10.82782172 10.69014983 9.78395358 11.74778364 13.21512023 13.06528596 10.44515166 0.08460858 1.30707874 9.33338862 9.25208848 9.7079421 12.2868962 12.0656429 -1.5002179 11.2701652 10.0393513 15.3523936 9.3654410 7.1363329 9.1923234 9.2018806 10.9506613 9.2892415 9.0173772 10.1672630 9.7500063 2.8920218 11.2614668 9.9835237 4.9915627 13.6152392 0.4996801 10.3202858 11.5487055 6.0996213 4.6895340 5.1721314 9.2242217 -1.5002179 8.5898204 9.4618809 10.8278217 11.2896490 11.1791879 10.7822171 12.0034094 0.4996801 3.0846766 7.6108432 8.6808602 7.6212416 3.0232731 9.4568098 11.2701652 7.5791930 11.9808766 10.5509167 10.8289435 8.2122347 9.7175625 8.0657619 10.3034353 10.2159571 -1.5002179 -0.5002179 8.8451130 7.8136568 10.1840181 9.5858440 6.3884513 10.6617844 4.7664945 TCGA-IQ-A6SH 55 0 NA 471 head and neck stage iii t2 n1 m0 male 2013 NA yes head and neck squamous cell carcinoma 120 1984 1 black or african american not hispanic or latino 1 3 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2.150025e-06 9.70979e-07 7.9547076 NA 10.2984659 0.7388111 4.3632622 10.1174262 5.0117908 4.2830921 8.4322571 16.7918970 6.5288463 7.8577111 8.2570955 NA 10.5445140 9.7208130 5.3436317 2.7387678 12.0882356 7.0303250 NA -0.8460650 7.6295410 3.8542451 10.4931009 3.3237303 10.6803069 10.0172196 10.2746934 10.0203138 NA -0.8460650 1.1538053 8.3715959 NA NA 12.8598719 4.3632622 11.2195435 10.2895169 7.6173323 5.0607003 10.9170199 2.9611603 NA 7.0055572 12.6692611 8.3337167 0.7388111 10.4490025 4.5954261 11.0406473 4.9611603 7.0425513 NA 0.7388111 NA 1.9611788 0.7388111 17.0627923 17.5788997 11.5033653 11.6970811 NA 1.4757594 10.4217646 NA 1.1538053 7.8403084 11.7765458 2.8239735 19.3463388 10.0919169 NA 1.1538053 -0.8460650 11.6348502 6.9020000 4.8817282 9.6597978 11.4683908 15.6498812 8.7976638 6.8749064 2.6132487 11.6351025 10.2843781 0.1538053 12.9015736 9.9992976 10.1174262 9.4357376 NA 8.2117992 9.9136958 6.7160498 NA NA 2.6132487 6.9992976 8.5266725 8.7795165 -0.8460650 0.1538053 1.1538053 5.0607003 0.7388111 10.5119093 -0.8460650 14.0760668 8.4936129 9.8030638 4.5113605 12.4485719 3.0607046 8.3608221 11.1975185 7.7976635 9.3312271 7.8472948 6.9285942 9.8986414 9.6949042 NA 7.7976635 4.5461228 7.6376233 10.5910395 8.3969815 11.0722982 7.9120306 0.1538053 9.9219919 -0.8460650 -0.155650 0.839790 0.954230 2.390500 0.344990 0.344990 0.320740 -0.109350 2.228300 0.045117 0.732430 -0.155400 -0.114550 -0.114550 -0.109090 0.281980 0.233770 1.180300 1.783400 -0.125400 -0.125400 0.295620 -0.034518 0.360810 1.289100 -0.129830 0.593650 0.593650 0.490060 -0.152360 -0.610290 0.144860 -0.157600 -0.132140 -0.153900 -0.644070 -0.608750 -0.613450 -0.613450 0.346940 -0.082026 -0.243010 0.174950 -0.191110 -0.191110 -0.120080 0.400910 -0.109350 -0.127090 -0.630560 -0.114550 -0.114550 -0.119020 -0.109350 -0.073765 0.282920 0.219420 -0.118110 -0.138350 -0.125400 -0.109220 0.276920 -0.103970 0.325570 0.325570 -0.034518 -0.034518 -0.616680 -0.653480 -0.105020 -0.249480 -0.131760 -0.380990 -0.366590 0.430720 0.000 0.000 0.219 0.219 0.850 0.850 -0.125 0.286 0.296 0.326 0.326 0.000 0.000 0.361 -0.236 -0.116 -0.249 0.213 0.213 0.594 0.594 -0.132 0.697 0.110 -0.132 -0.521 0.000 0.324 0.000 0.547 -0.120 0.401 0.401 0.900 0.791 -0.608 0.000 -0.115 -0.115 0.064 0.431 0.000 0.000 0.219 0.219 0.850 0.850 -0.125 0.286 0.296 0.326 0.326 0.000 0.000 0.361 -0.236 -0.116 -0.249 0.213 0.213 0.594 0.594 -0.132 0.697 0.110 -0.132 -0.521 0.000 0.324 0.000 0.547 -0.120 0.401 0.401 0.900 0.791 -0.608 0.000 -0.115 -0.115 0.064 0.431 9.9707913 NA 8.4803269 5.2623317 10.7694372 10.1116279 8.9977285 10.9111976 8.7007022 9.0055566 12.6576333 11.2515106 7.7160498 10.6997374 10.5790235 11.2534842 5.5894369 12.9015736 8.2279490 10.1174262 9.8173657 9.0696869 10.3796175 13.6664376 12.4363169 7.6851889 -0.8460650 0.7388111 9.0133425 10.5637288 10.1007138 12.0491935 11.6285275 -0.8460650 9.9261222 11.0168323 13.7854940 9.2063756 6.1195927 8.2830907 8.3729760 12.0366417 8.2391207 8.7574340 11.1478074 8.8030636 12.0882356 9.6546495 8.1789471 7.3086257 7.0055572 2.6132487 10.2439200 11.5033653 6.5025359 6.2727492 0.1538053 8.7813414 0.1538053 8.6987720 7.9020006 10.1174262 9.4357376 9.5124588 9.9136958 11.0133424 2.3237447 1.4757594 6.5375120 9.6029562 7.0117886 1.4757594 10.5119093 10.1796393 9.8030638 12.5265367 10.8914774 11.0815856 8.3559316 7.8472948 8.0963220 11.0944883 8.7940525 4.1538053 1.1538053 5.4392109 9.2486110 8.0786200 9.4194226 7.6616021 9.5504124 3.6132370 TCGA-KU-A66S 69 1 406 224 head and neck stage iii t1 n1 mx female 2012 NA yes head and neck squamous cell carcinoma basaloid type 50 1962 1 white not hispanic or latino 3 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1.661068e-05 4.438761e-06 10.8005935 4.5889784 10.7707260 -1.1658551 2.8340842 10.3289437 4.7882837 7.9964791 9.0820157 15.6452369 7.1008747 8.6998212 8.6219907 NA 9.2455991 9.3703352 5.6655861 2.8340842 4.5065131 9.6154477 NA 1.8341044 4.2264083 4.7882837 10.5534769 4.8784801 10.3610763 10.2986338 10.7197844 9.1183338 3.9633724 0.4189995 7.0629064 8.6496636 2.5345348 1.4190534 12.7716458 3.4190534 9.5343023 10.6125760 7.1469708 7.6478692 10.8092195 0.4189995 NA 11.4905129 9.0177235 8.4228027 -0.1658551 10.9228763 7.7972154 10.6446597 9.1458364 6.8340880 1.4190534 2.8340842 1.1560082 1.6414535 2.1560082 15.8139361 15.1685887 10.2661079 12.0303828 -1.1658551 2.8340842 9.1310042 6.7529519 3.2935176 9.5738687 11.7220702 -1.1658551 14.7308225 9.8743777 0.4189995 1.4190534 4.0820128 11.2632332 6.8947838 3.9633724 10.2058920 10.6438562 13.6601896 9.4451130 5.9321202 4.0820128 11.8512444 10.0027602 2.7409707 12.1755833 8.7304205 10.4729764 10.3279435 5.6920701 8.7424806 10.6410404 7.4265449 -1.1658551 NA -0.1658551 6.9989954 8.2666301 8.9607926 3.8340842 9.9235386 NA 3.7882890 NA 10.3448522 8.4579697 12.1235306 9.6138239 10.0748794 2.5345348 13.1448428 6.4265449 7.7258720 11.1220889 10.8914029 8.6701386 10.0374360 6.0139981 11.1455526 8.8241922 2.7409707 10.6975000 5.7529519 8.7273896 11.3236852 8.4209278 10.3948985 8.5956394 -1.1658551 9.7969841 -1.1658551 0.00560200 0.00560200 -0.01610500 1.46860000 -0.00369060 -0.00369060 -0.00907990 0.00143580 0.74544000 0.74544000 0.74544000 -0.01073500 -0.01073500 0.00000000 0.00000000 -0.01211400 -0.01211400 0.00282360 0.00282360 -0.01584400 -0.01624300 0.00226830 0.01521700 0.11028000 0.11028000 0.01997200 -0.01431700 -0.01431700 0.04561600 -0.74704000 0.00498810 0.01103100 0.00560200 0.00560200 0.00560200 0.00074226 0.00921970 0.01186800 -0.49367000 -0.01266500 -0.01266500 -0.01266500 -0.01266500 -0.00838980 -0.00838980 -0.00838980 -0.00147540 0.00143580 0.00143580 0.74544000 -0.72576000 0.00000000 -0.00907990 -0.00907990 -0.00907990 -0.01211400 -0.01211400 0.00115830 -0.01584400 -0.01584400 0.00157450 0.00157450 0.00226830 -0.00728510 -0.00728510 0.01521700 0.01521700 -0.47909000 0.01186800 0.01997200 0.01997200 -0.00258330 0.04717600 0.04561600 0.04561600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 -0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.469 0.000 0.000 0.000 0.000 0.000 0.745 0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 -0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.469 0.000 0.000 0.000 0.000 0.000 0.745 0.745 0.000 0.000 0.000 0.000 10.7893747 3.3576505 9.6697911 4.6920701 11.4487979 6.8508969 7.9028665 11.0988238 13.4164653 8.9478304 10.8238373 10.6006170 7.5687975 9.9068906 11.4938610 11.0015062 5.8992071 12.1755833 9.0263810 10.4729764 10.3349299 10.6866176 11.0362119 13.6845572 13.3650430 12.5508004 -0.1658551 4.9426130 9.5721803 10.4824457 10.468899 11.985897 11.800413 2.834084 9.641443 11.462761 15.050699 6.548333 7.578922 9.817794 9.286329 12.639832 9.711886 8.922876 10.345841 10.780263 4.506513 9.970438 9.329943 10.367904 11.490513 5.666978 9.852288 10.266108 6.685836 5.728906 6.568798 10.406788 1.156008 9.457970 11.299399 10.472976 10.327944 10.462534 10.641040 11.022059 5.023912 NA 10.697380 9.562008 7.128709 3.226401 10.344852 11.286587 10.074879 13.546239 10.752579 10.263495 8.200410 10.037436 9.458884 10.002133 11.167802 -1.165855 3.641442 7.325941 9.826644 10.184475 9.394421 7.272880 10.748099 5.506513 TCGA-KU-A66T 53 0 NA 552 head and neck stage iva t4 n0 mx female 2012 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 3 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.294393e-06 1.144368e-06 10.1905626 -1.3237326 10.6424866 NA 0.6763577 10.5933408 4.6536218 3.9617437 9.2280500 14.9387853 7.5405279 7.7207361 8.6478854 NA 8.6305380 8.1337228 5.4557316 3.4836997 -0.3237326 8.1781788 NA NA 6.1026056 3.0686536 10.9078629 3.3767766 10.8069123 10.3260470 10.4605676 10.4511288 NA 1.7172542 -0.3237326 9.4708388 -0.3237326 4.8260908 14.5425098 0.9982677 10.8502936 11.2361967 5.5467062 3.5343231 12.1973286 0.6763577 NA 13.8450922 12.5251602 8.9824033 NA 11.3914457 8.6306981 11.3663397 7.2836718 7.5405279 -0.3237326 -1.3237326 NA 2.8462727 3.5343231 14.1887097 13.6790627 10.4308117 12.0893084 1.2612901 0.6763577 10.5532423 -1.3237326 1.9982677 9.0963019 10.2767193 NA 17.7396657 7.6564814 NA -1.3237326 0.9982677 12.1665659 5.1681967 2.7637940 10.9953533 10.6018961 15.2162729 9.2799680 6.4511287 5.0513808 11.8726364 10.0605858 4.6536218 12.4944105 9.5171196 10.1846317 11.4482438 NA 8.7410844 10.4029856 4.3201958 2.1357647 -1.3237326 3.5343231 7.3522986 8.9301891 8.4194930 NA -0.3237326 4.8857940 6.3698294 -1.3237326 10.1646840 NA 13.6310833 9.9779407 10.9266401 2.9242709 12.8321877 8.6987095 8.5249648 11.0330688 10.8854904 10.8194060 9.8205346 10.4977171 10.6521897 10.8689427 1.9982677 10.5677457 3.2613051 8.7756896 10.7897583 8.0228555 11.2421578 9.6742269 NA 10.3593363 NA 0.378390 0.434120 0.879660 0.495970 0.482680 0.482680 3.656900 -0.208340 3.656900 3.656900 1.680000 -0.353620 -0.353620 -0.486030 -0.450400 -0.468650 3.656900 2.079200 3.656900 -0.473740 -0.473740 -0.375720 0.079880 0.114620 0.146820 0.068378 3.603800 0.119020 0.246690 0.705880 -0.486070 0.307610 -0.211190 -0.211190 -0.210450 -0.195870 -0.194620 -0.500380 -0.500380 0.000000 0.000000 0.000000 -0.014503 -1.084300 -0.491830 -0.482290 0.482680 -0.208340 -0.208340 -0.496630 -1.292900 -0.475640 -0.439400 -0.439400 -0.439400 -0.468650 -0.490780 -0.366910 0.395120 -0.473630 0.081610 0.703260 -0.449640 0.087245 0.087245 0.079880 -0.534090 -0.480810 -0.480810 -0.537230 0.262940 -0.477230 -0.023977 -0.715330 0.255110 -0.439 -0.439 -0.469 -0.469 2.079 0.133 -0.474 0.703 -0.450 0.000 0.000 0.000 0.000 0.115 -0.344 0.000 0.195 0.717 0.717 0.148 0.148 -0.477 0.429 -0.160 -0.160 -0.500 0.379 0.000 0.000 0.004 -0.490 0.483 0.483 0.131 -0.208 -0.497 1.183 -0.486 -0.486 0.000 0.247 -0.439 -0.439 -0.469 -0.469 2.079 0.133 -0.474 0.703 -0.450 0.000 0.000 0.000 0.000 0.115 -0.344 0.000 0.195 0.717 0.717 0.148 0.148 -0.477 0.429 -0.160 -0.160 -0.500 0.379 0.000 0.000 0.004 -0.490 0.483 0.483 0.131 -0.208 -0.497 1.183 -0.486 -0.486 0.000 0.247 9.944299 NA 9.127728 4.607082 11.010615 13.751448 9.784866 11.358019 11.545743 8.848769 10.516726 10.638515 7.312966 11.674050 12.233446 13.903017 4.921417 12.494411 8.697322 10.184632 9.940784 10.646807 11.020915 12.424622 12.395517 9.196960 NA -1.323733 9.054637 13.241027 11.1005080 12.2482128 11.9263440 1.4836739 11.2354798 10.3584585 14.2397138 9.3084282 5.4836965 9.2827470 9.2518810 12.9743326 9.3767813 8.9195156 10.5020956 8.8512674 -0.3237326 10.9515933 8.8930876 4.1026077 13.8450922 4.2309331 11.1306410 10.4308117 5.9524664 5.6650260 -0.3237326 9.6571953 1.6763577 9.7704194 9.4470055 10.1846317 11.4482438 10.4123208 10.4029856 10.7574923 NA 0.2613503 5.9709618 9.3434533 5.9524664 1.8462727 10.1646840 11.0234094 10.9266401 13.0630799 11.1249743 10.1078393 7.7822500 9.8205346 7.6791570 9.8081987 9.4997090 NA NA 3.7638046 8.4510792 9.5343227 9.8747868 6.8710982 10.4707576 3.5832302 TCGA-KU-A6H7 55 0 NA 586 head and neck stage iva t2 n2a m0 female 2013 NA yes head and neck squamous cell carcinoma 60 1971 1 white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 4.958928e-06 1.803247e-06 9.9238352 NA 10.1925737 NA 4.7623063 10.2392511 3.5541959 6.7515012 8.8151604 16.3744893 6.4971189 8.1119609 8.8472359 NA 9.2334378 9.9769901 5.6504142 5.2353786 13.3760292 8.0204000 -0.3038281 NA 5.6734999 8.9465177 9.7178933 NA 9.9500668 9.8535663 10.1298047 9.6813496 NA -1.3036500 1.8661563 8.1084079 -1.3036500 NA 13.3582756 5.7074475 9.9954273 10.0062639 7.3109290 3.9441463 11.4693584 -1.3036500 NA 9.9856618 12.7596143 8.4808540 2.0181356 12.6077985 2.0509544 10.8037633 4.5788602 6.4309292 NA NA NA 1.5035523 3.2811789 15.1495380 15.5851443 11.7750372 12.2848168 NA -0.3038281 10.4389497 4.7406146 3.1556521 9.3668756 12.0617215 5.1719514 18.8327987 11.4699766 NA -1.3036500 1.6962164 11.2339230 6.7889767 3.7836871 9.8249934 11.1918245 14.4731920 8.8909762 2.2811938 2.8661365 11.3918826 9.8504044 2.6030981 11.4683193 11.5779068 11.8351310 10.8720806 NA 8.7296422 10.7676816 6.2276005 -1.3036500 -1.3036500 1.0181356 6.6269560 8.3418777 9.9810433 1.0181356 -1.3036500 NA 8.6849039 NA 9.3562151 -0.3038281 13.1318244 8.8902618 8.4156083 -1.3036500 12.7944159 3.6504199 8.4460887 10.9982869 8.4035783 9.1474303 10.2015346 6.1880725 10.9262397 8.9081077 0.2811938 11.1523169 5.2961307 8.5067907 11.2903105 8.5557540 11.9485890 8.2565522 NA 11.5306903 0.2811938 -0.4390800 -0.4390800 0.4928600 0.5754100 -0.0635980 -0.0635980 -0.1043400 -0.1043400 0.0000000 0.0000000 0.4396900 1.2871000 0.0125160 0.0125160 0.0125160 -0.0234290 -0.0234290 0.0406090 0.0406090 -0.5744700 -0.0265770 -0.0683950 -0.0559030 0.0308730 0.0308730 0.0011093 0.0297470 0.6046700 -0.0849260 0.0391950 0.0328450 -0.2985100 -0.4390800 -0.4390800 -0.4390800 0.0530940 -0.5344900 -0.5344900 0.0442900 0.0213230 0.0213230 0.0213230 -0.5188700 0.0636520 0.0545180 0.0545180 -0.0243880 -0.1043400 -0.1043400 0.0218760 0.0125160 0.0125160 -0.5386500 -0.1251500 -0.7732900 -0.0234290 -0.5515600 0.0406090 -0.0227440 -0.5744700 0.0464170 0.0259770 -0.0538810 -0.5384500 -0.5522300 -0.0559030 -0.2881000 0.0308730 0.0308730 0.0011093 0.0011093 -0.0235660 -0.0849260 -0.0849260 -0.0849260 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 -0.538 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 -0.439 0.000 0.000 0.000 0.000 0.506 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 -0.538 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 -0.439 0.000 0.000 0.000 0.000 0.506 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 10.4168910 NA 9.2516808 7.4808540 8.4477635 8.9105384 10.3214714 11.3375937 6.8661439 9.9393932 10.7508235 10.4237143 9.7025453 9.8376878 11.2527253 11.6453164 4.2514237 11.4683193 9.4359998 11.8351310 10.5742701 9.6321210 11.1237940 13.0712017 13.0653394 11.2106867 -0.3038281 4.3686426 8.9977155 9.4979277 10.3405262 11.6173163 12.4765540 2.9441463 10.9187123 10.2512876 14.8917197 8.9068906 8.3756994 8.8934359 8.6431256 12.5610825 10.2181387 9.4104647 11.3427779 9.6106045 13.3760292 10.2158555 10.9208239 8.4857528 9.9856618 3.6031100 10.0669067 11.7750372 6.0360703 6.7241250 NA 9.7081453 0.2811938 8.7783683 9.4873822 11.8351310 10.8720806 10.4697706 10.7676816 11.0427330 NA NA 8.5649028 11.5809622 8.5819157 2.8661365 9.3562151 10.2989181 8.4156083 12.7491269 11.4389497 10.2760065 8.5604054 10.2015346 7.9559625 10.8795445 9.3463734 1.0181356 -1.3036500 9.1920743 10.8652141 9.4241396 9.2839968 7.8177531 8.9417719 4.4511056 TCGA-KU-A6H8 41 1 327 168 head and neck stage iva t2 n2b m0 male 2013 NA yes head and neck squamous cell carcinoma 12.5 1988 2 white not hispanic or latino 3 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 1.005657e-06 2.427447e-07 8.7924477 NA 9.7004310 5.9912270 6.3991061 10.4244516 7.4622994 9.1722200 8.7592810 15.3557091 6.7338952 6.5424701 8.7759598 5.8565774 8.6504289 9.6806377 5.7592810 5.8087506 5.4827644 7.9142171 1.3330229 NA 5.1659079 7.1274321 10.8092561 0.3329657 10.4024660 10.5886350 11.3889765 10.5980451 2.5029416 -0.6670343 3.5029416 9.0051232 NA NA 13.8232404 7.6137873 9.3801402 10.3643728 9.1563835 10.5222230 11.5624359 6.5809444 NA 11.0519771 11.8873653 9.9759705 -0.6670343 11.6012658 7.7242171 11.5803504 6.4725674 5.7592810 3.1403697 -0.6670343 2.7924389 0.9180045 NA 14.7098413 14.5435232 10.5998028 12.6146565 0.9180045 4.7924493 9.8057071 0.9180045 4.0334582 9.0001276 11.9827215 2.7924389 17.6065888 10.7322941 0.3329657 0.3329657 2.6549396 11.3259546 12.6243308 3.5029416 10.9438381 10.6611302 13.9913393 9.4336785 6.4310479 4.5809414 11.4522816 10.4474092 4.1403697 12.7219134 7.5277733 10.8092561 11.2335057 NA 8.6594458 10.6834029 5.9179783 NA 0.3329657 1.6549396 7.3102965 8.6413553 11.6481658 4.2399097 7.3609226 NA 7.0812086 NA 10.5004344 3.3330229 12.5784204 9.2275310 10.1925510 6.0609358 13.3355676 3.1403697 7.6549446 11.0970585 8.4597205 9.0945676 10.7862869 9.2843011 9.6413553 11.2240404 0.9180045 10.1143760 8.5302331 8.9840678 11.6126268 8.3016832 12.3845651 7.9660116 1.6549396 12.1219384 4.7253322 -0.00249380 -0.00249380 0.00000000 -0.01133500 0.01070300 0.01070300 0.00485790 0.00485790 0.00374650 0.00374650 0.00958830 0.01335300 0.01335300 -0.01092200 -0.01092200 -0.00774820 0.31450000 -0.00055444 0.00833510 -0.01904000 -0.01904000 0.00207600 -0.00290910 0.00055459 -0.00138280 -0.00512270 0.00152550 0.00152550 0.01279500 -0.00138580 -0.00138580 -0.00138580 -0.00249380 -0.00249380 -0.00737060 0.00000000 0.00000000 0.00000000 0.00000000 0.00889200 0.00889200 0.00889200 0.00889200 -0.01133500 -0.01133500 -0.01133500 0.01070300 0.00485790 0.00485790 0.00402430 -0.52338000 -0.01092200 0.00506390 0.00506390 0.00506390 -0.00774820 -0.01028600 0.00833510 -0.01904000 -0.01904000 0.00680440 0.00680440 0.00930980 0.01405100 0.01405100 -0.00290910 -0.00290910 -0.00138280 -0.04266600 -0.00512270 -0.00512270 -0.02466100 0.00777830 0.01097600 0.01097600 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.9268741 0.3329657 9.9787017 5.0879041 9.4480599 9.4124344 10.8687776 12.0847695 10.2384032 10.3024028 10.6566340 10.3560774 8.8368419 9.9226673 12.9408089 10.7821649 4.3900348 12.7219134 10.4257734 10.8092561 10.2179498 10.3964113 10.9791249 13.4860251 12.3261315 9.4738460 4.0334582 4.0334582 10.0151330 9.5558112 11.0076499 11.6700806 12.8888036 3.0334582 11.0208293 10.2886661 13.6565594 8.8208564 8.6481659 8.9142168 9.1659062 11.4568143 8.4984005 8.9085553 9.9198561 9.1192859 5.4827644 10.4487102 8.6549442 10.4859348 11.0519771 5.7424078 9.8904800 10.5998028 7.7037036 6.1274331 7.6091403 9.4878344 -0.6670343 9.3719352 8.1403712 10.8092561 11.2335057 9.9217309 10.6834029 10.8188455 3.9179759 6.7253335 10.2225202 15.3076101 6.0744840 4.9768722 10.5004344 11.3298427 10.1925510 13.0362710 11.4234595 11.2064603 8.5856818 10.7862869 6.9403465 11.0195168 9.8268716 3.7253376 0.3329657 6.4098322 9.6908651 9.5642373 9.6894681 7.3937122 10.8565782 6.4725674 TCGA-MT-A51W 52 0 NA 437 head and neck stage i t1 n0 m0 female 2012 NA yes head and neck squamous cell carcinoma 10 1992 NA white not hispanic or latino 4 1 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.976636e-06 5.895229e-07 8.1910316 NA 10.0229376 -0.9537185 2.3682934 10.0421406 8.2799931 5.4386921 8.5078529 16.3468511 6.8792634 7.2990385 7.5139786 NA 9.0975824 9.0784190 4.8012621 3.6902271 5.9888869 7.9830113 NA -0.9537185 6.7328743 8.1910316 10.8285526 0.6313371 10.3901143 10.3598233 10.6716256 10.1030112 NA NA -0.9537185 9.0344617 NA NA 13.9634191 4.0907688 9.5806763 10.6294562 9.6360246 4.3683004 13.0511206 1.8537163 NA 12.9201059 13.1885603 9.0435528 NA 12.3568442 5.9269364 11.4368111 4.8537262 5.1548991 NA NA NA 0.6313371 1.8537163 15.8695539 16.3948621 11.2046675 12.3809261 NA 2.0463863 11.0215049 NA -0.9537185 9.4126956 10.9445969 1.6313371 19.4531203 10.2913318 NA 0.6313371 NA 11.5319512 5.9652371 6.5462200 10.7183921 10.1318459 15.7363850 9.3728028 1.6313371 5.0687396 11.5787294 9.9113334 4.1756603 12.1999255 8.8112449 11.7328740 11.6947310 NA 8.3795287 11.2817893 4.4386921 NA NA 2.7468072 6.3862229 8.6537039 8.2582617 NA 3.5058020 NA 6.9592624 NA 10.9012418 3.4386921 13.0771268 9.4449354 11.4105081 3.7468179 13.4000027 7.3995206 7.2655419 11.3128672 6.7810830 9.0421406 9.4006229 8.4557645 8.0265129 10.1009778 2.0463863 10.0797965 6.3772904 8.2087650 11.7059234 8.5816488 12.0170186 8.4934568 NA 12.2623614 -0.9537185 -0.042156 -0.042156 0.354300 0.151440 0.133020 0.133020 0.146970 2.586200 0.133090 0.133090 0.548590 0.360680 0.360680 0.572750 0.813370 -0.043873 2.553600 0.152480 0.152480 0.133620 0.133620 -0.039529 -0.047124 -0.245210 -0.245210 -0.069064 -0.036674 0.170460 0.063223 -0.214530 0.000000 0.000000 -0.042156 -0.042156 -0.042156 -0.200250 -0.200250 -0.200250 -0.200250 -0.057385 -0.057385 -0.057385 -0.057385 0.151440 0.156360 0.156360 0.133020 0.554070 -0.267090 0.148310 0.572750 0.572750 -0.048072 -0.052126 -0.052126 -0.043873 -0.252010 0.152480 0.133620 0.133620 0.141870 0.159500 -0.046409 0.136430 0.136430 -0.047124 -0.047362 -0.245210 -0.267570 -0.069064 -0.069064 -0.058193 0.063223 0.063223 0.063223 0.000 0.000 -0.252 -0.252 0.152 0.152 0.134 0.160 0.000 0.136 0.136 0.000 0.000 -0.245 -0.245 0.000 0.000 0.000 0.000 0.000 0.170 0.000 -0.105 0.000 0.000 -0.200 -0.200 0.000 0.000 0.151 0.151 0.133 0.133 0.137 0.137 0.133 0.133 0.573 0.573 0.000 0.000 0.000 0.000 -0.252 -0.252 0.152 0.152 0.134 0.160 0.000 0.136 0.136 0.000 0.000 -0.245 -0.245 0.000 0.000 0.000 0.000 0.000 0.170 0.000 -0.105 0.000 0.000 -0.200 -0.200 0.000 0.000 0.151 0.151 0.133 0.133 0.137 0.137 0.133 0.133 0.573 0.573 0.000 0.000 11.3892815 -0.9537185 9.4516107 7.3131597 12.1964380 10.9232663 11.7802361 11.9261481 8.3817640 10.5640429 12.0435529 11.2727857 8.6629222 10.6009623 13.2539979 10.3795288 4.2365921 12.1999255 9.1311817 11.7328740 10.9415700 9.8480818 11.4731624 12.5557204 12.9661679 8.9741513 0.6313371 -0.9537185 9.6397645 9.8219838 10.73637140 11.86315712 11.34958339 NA 10.63368213 10.58456232 14.78171420 9.60096232 5.06873959 8.48931693 7.62757401 11.88734801 9.02270847 7.81786305 10.26129962 8.47263804 5.98888688 10.77216568 8.94874859 7.30376157 12.92010591 3.63133714 10.46738628 11.20466754 5.31315876 6.63882975 -0.95371850 10.30022087 NA 9.43654249 9.76147743 11.73287397 11.69473101 10.92557373 11.28178934 11.00601317 2.95326524 NA 7.73637149 8.91827859 5.82773266 5.38622465 10.90124184 11.17372298 11.41050811 12.04848521 10.25155579 10.00492619 8.84565501 9.40062289 6.26554191 10.63039637 9.55019923 2.50581473 0.04642121 7.53822619 8.58865093 9.45045061 9.90513154 7.30846828 9.80042577 4.95326524 TCGA-MT-A51X 30 0 NA 242 head and neck stage iva t1 n2b m0 male 2012 NA yes head and neck squamous cell carcinoma 28.5 1992 2 white not hispanic or latino 1 3 NA NA 3 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525824e-06 6.935564e-07 8.904448572 NA 10.206809375 0.990083536 4.416326332 10.091382623 7.851150605 5.967343860 9.595543008 16.181855263 7.088096003 7.947165264 7.630308630 1.311968051 9.896202510 9.717983948 4.604771146 4.797417706 10.749119400 7.676564319 NA NA 9.790154441 7.298402632 10.549918537 2.449482140 10.500827642 10.812235959 10.767318779 10.820578680 -1.009843833 -1.009843833 2.990065378 8.469500186 NA NA 13.901923552 6.536957410 10.003386075 10.895074304 8.884881158 5.990063108 12.317616114 4.872705657 NA 12.904822303 12.018314915 8.707739774 -0.009989098 11.855603449 11.690457692 11.207718286 6.320981015 5.690503699 -1.009843833 NA -1.009843833 1.990047220 -1.009843833 15.696181714 15.904481541 10.915988772 12.047886001 NA 4.481918878 12.270834251 -1.009843833 NA 8.800634950 10.737417296 -0.415422269 18.123654750 9.801438222 NA 1.797428082 NA 12.205899768 9.315369007 4.896954763 9.695358981 10.249218243 15.701179221 9.439212127 6.311991657 2.990065378 11.579714604 9.566547858 3.159984327 12.199973703 6.320981015 10.087437249 11.163115956 -1.009843833 8.401574579 10.529222237 3.797417706 NA 0.575021826 1.797428082 6.711163104 9.137268349 8.651841727 -0.009989098 2.575021826 0.575021826 3.575021826 NA 10.684421391 -1.009843833 13.014597171 10.299903550 11.584154751 5.990063108 13.371471237 4.034453445 7.575025609 11.249512539 9.411076419 9.105107080 9.559919075 10.771013252 10.403691443 10.884881234 0.575021826 7.851150605 5.648275602 7.958730178 11.208929380 7.952959600 12.093351272 8.578777985 NA 11.344312832 NA -0.0056757 -0.0056757 0.3200900 0.6227900 0.0735460 0.0735460 0.2459100 0.6594000 -0.3864400 1.2108000 1.2420000 -0.3577200 -0.3577200 0.9385400 0.0283410 -0.0143660 3.6569000 0.3422600 -0.3453800 0.7167800 0.7167800 -0.0034627 0.0081959 -0.0392580 1.1442000 -0.3086200 0.0168450 0.2823200 0.2457900 0.0000000 0.0000000 -0.0055375 -0.0056757 -0.0056757 -0.0056757 -0.3511000 -0.3527600 -0.3404400 -0.3778600 -0.0070576 0.0023828 -0.0191140 -0.0140900 0.6227900 -0.0169790 -0.0123000 0.0735460 -0.0936670 -0.0936670 -0.3908500 -0.3577200 -0.0286280 -0.1705600 -0.1705600 -0.1705600 -0.0143660 -0.1839000 0.0026357 0.7167800 0.7167800 0.3291400 0.3291400 -0.0034627 0.7008200 0.7008200 0.0081959 0.0081959 -0.3561300 -0.3561300 -0.2952000 -0.2517600 -0.2141600 -0.0944600 -0.1070500 0.2051900 -0.171 -0.171 0.000 -0.154 0.342 0.000 0.717 0.329 0.000 0.000 0.602 0.000 0.000 0.000 -0.317 -0.252 -0.252 0.000 0.000 0.000 0.260 -0.214 0.354 0.000 0.000 -0.353 -0.033 0.000 0.000 0.623 0.000 0.000 0.000 0.246 0.000 -0.357 0.854 -0.351 0.000 -0.107 0.074 -0.171 -0.171 0.000 -0.154 0.342 0.000 0.717 0.329 0.000 0.000 0.602 0.000 0.000 0.000 -0.317 -0.252 -0.252 0.000 0.000 0.000 0.260 -0.214 0.354 0.000 0.000 -0.353 -0.033 0.000 0.000 0.623 0.000 0.000 0.000 0.246 0.000 -0.357 0.854 -0.351 0.000 -0.107 0.074 10.348165 -1.009844 9.343651 4.311990 11.902579 10.834765 10.489909 11.645147 8.981585 9.452566 11.780412 11.045685 7.012431 10.636172 12.326988 9.123206 5.461090 12.199974 8.633920 10.087437 10.070215 9.512645 10.841422 12.760459 12.476773 7.648275 -1.009844 4.347616 9.169973 9.019351 10.562290 11.705597 11.265606 NA 10.846489 10.856570 14.593744 10.373768 6.266189 7.932578 8.457669 11.709452 8.584985 8.192187 10.230855 8.584388 10.749119 10.513135 8.655399 6.848044 12.904822 3.311997 10.623059 10.915989 5.990063 5.758247 -1.009844 10.139175 -1.009844 9.561816 9.837121 10.087437 11.163116 11.577138 10.529222 11.078520 1.797428 3.449495 7.428855 9.450519 6.149934 3.744947 10.684421 11.439728 11.584155 12.330609 10.711163 10.489909 8.886396 9.559919 7.266188 10.329913 9.347615 3.311997 NA 6.473879 8.306979 9.344313 9.801438 8.088095 9.971631 3.744947 TCGA-MT-A67A 85 0 NA 914 head and neck stage i t1 n0 mx female 2011 NA no head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 4 6 NA NA 3 3 2 1 2 3 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 6 0 7 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 6 7 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.731203e-06 9.196907e-07 6.37059500 NA 10.03402294 0.01306915 4.01304234 10.12026017 7.05743727 5.91993353 8.79767774 15.74809657 6.55220183 5.40535934 8.91088853 NA 9.74944493 9.84276580 4.87102550 2.59800782 8.84593314 8.25144785 NA NA 5.33497223 3.01305128 10.11370532 3.47247477 10.45183484 10.11501867 10.66050146 9.63326282 NA NA 2.33496865 8.58122733 NA NA 12.59518502 6.58289917 11.14039255 10.28216976 8.26097033 5.40535934 11.28333837 1.59798399 NA 9.92742821 12.00137269 9.47656740 NA 11.42455400 11.47349892 10.16786117 6.58289917 8.55993762 1.01306915 NA NA 2.33496865 0.01306915 15.06408158 14.68387740 12.09785144 11.61898549 NA NA 11.43036813 NA 2.01303341 8.64603806 11.71391619 3.71348687 20.13166986 9.97882727 NA NA 1.59798399 10.95555757 7.17291449 5.94378071 10.98990067 11.61805948 14.44310350 9.71001049 1.59798399 3.01305128 11.80501984 10.20779990 NA 11.26629961 8.23221176 9.56763196 10.59988282 NA 8.72384931 10.80745893 7.67125445 2.01303341 NA 1.01306915 7.43089575 7.83959181 8.74775259 NA 5.29844571 4.26097409 2.01303341 NA 10.37498685 NA 13.36273893 8.88596415 10.09917920 2.59800782 13.02496910 1.01306915 7.47247477 11.05401762 5.47247477 8.75787699 9.54247359 8.39674733 7.00172794 9.28916750 0.01306915 10.35511771 4.91993592 9.41605499 11.44401822 9.17039005 11.12222077 7.21271524 NA 11.47554533 NA 0.0020805 0.0172640 0.0038854 -0.0042929 0.0000000 0.0000000 0.4880200 0.4732900 -0.0183530 -0.0183530 0.0065262 0.4556400 0.4556400 0.4694700 0.4657000 -0.0095652 -0.0095652 0.4775300 0.4775300 -0.0040162 -0.0040162 0.4728900 -0.0253460 -0.0110600 -0.0110600 -0.0383750 0.4546200 0.4546200 0.0840650 -0.0305400 -0.0063668 -0.0063668 0.0020805 0.0090312 0.0125160 0.0038854 0.0038854 0.0038854 0.0038854 0.0026357 0.0026357 0.0026357 0.0026357 -0.0042929 -0.0042929 -0.0183100 0.0000000 -0.0344950 -0.5209200 -0.0183530 0.4556400 0.4694700 -0.0123000 -0.0123000 -0.0123000 -0.0095652 -0.0055375 0.4775300 -0.0085766 -0.0085766 -0.0096806 -0.0096806 0.4728900 -0.0305400 -0.0305400 -0.0253460 -0.0253460 -0.0110600 -0.0110600 -0.0357210 -0.0402090 -0.0114730 0.0840650 0.0840650 0.0840650 0.000 0.000 0.000 0.000 0.478 0.478 0.000 0.000 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.469 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.478 0.478 0.000 0.000 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.469 0.469 0.000 0.000 10.451835 NA 9.117380 6.079133 10.590472 8.472434 9.478609 11.832823 7.405360 10.714350 13.808271 10.547346 8.284506 10.166595 10.056070 11.201632 4.995353 11.266300 9.831625 9.567632 10.673039 8.849094 11.553655 13.516829 13.100672 9.826824 NA 5.013042 9.579097 8.993183 10.38590812 11.88994363 12.35706147 2.01303341 10.18421978 11.72341901 14.32123131 9.04921662 6.72728880 9.12417871 7.75451008 12.85303411 9.26189558 8.30766395 10.49181262 9.93190625 8.84593314 10.04371018 9.30306196 6.53660469 9.92742821 1.59798399 9.99888500 12.09785144 6.69954330 6.12156667 0.01306915 10.28683865 NA 8.89262629 7.31682366 9.56763196 10.59988282 10.30995922 10.80745893 10.72728854 NA 1.01306915 6.68546786 8.92293608 5.94378071 3.59800782 10.37498685 10.94968098 10.09917920 13.34703692 10.89262629 11.14939339 8.22736228 9.54247359 6.58289917 10.46631368 9.33722360 0.01306915 NA 5.87102303 9.57245846 9.97449275 8.94378041 7.49685857 9.68900014 4.82039854 TCGA-MT-A67D 55 0 NA 56 head and neck stage ii t2 n0 m0 male 2012 NA no head and neck squamous cell carcinoma 40 1971 0 white not hispanic or latino 3 7 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.225037e-06 1.213724e-06 8.92701464 NA 10.25286704 2.72874773 4.92138872 10.06413538 8.27232932 6.90438414 8.64419771 15.98174835 7.00885324 8.67961345 8.53241515 -0.07856367 9.78247704 9.91149416 4.89866789 4.70275173 8.71580588 8.09131531 1.24330349 NA 8.98747948 5.74156945 10.72188570 1.24330349 10.65482924 10.06158086 10.60964047 10.23710585 0.50639883 -1.07856367 4.27894375 8.60362968 1.72874773 NA 12.31812872 7.07113732 10.44484428 10.61792307 8.67794651 6.91574317 12.94349785 5.60788953 1.24330349 12.52432096 11.51897721 9.42023942 1.50634805 12.04664217 6.30647552 11.10936076 7.33078067 6.85802826 4.31371023 NA 1.50634805 3.09131055 2.72874773 15.42061321 15.88832826 11.40570960 12.43561107 NA 5.26124119 11.66391015 0.50639883 3.31371023 9.03773418 10.64803413 3.50634805 17.19840053 10.99285254 NA 2.50634805 3.16931573 11.56952299 8.19518566 8.18817687 10.13782074 10.84248722 14.85708471 9.76923056 6.14055782 3.96578428 12.23936800 9.59027509 4.94375727 11.93156857 9.43314286 10.95687662 11.21572373 NA 8.70274999 10.39763004 7.57602624 0.50639883 NA 4.24331872 6.41324372 7.72552100 9.28880495 3.00884540 5.88717430 1.92139824 5.07113624 -1.07856367 10.57781504 6.92138991 13.83927501 9.28293921 10.59734718 5.68957313 13.19918607 5.91007543 7.74793851 11.88084880 8.44691084 8.86683412 9.49709956 10.42322739 10.94479799 10.67669503 1.24330349 8.56344188 6.38899540 7.31799500 11.36148069 8.19983967 11.96936609 8.32865788 1.50634805 11.69019480 2.38081255 -0.031569 0.118000 -0.065850 0.719990 0.119610 0.119610 0.551810 -0.019863 1.195900 -0.094592 0.314180 -0.278700 -0.283620 -0.266970 0.120790 0.115210 3.656900 0.137170 0.131690 0.050004 0.052952 -0.076652 0.130360 -0.157450 -0.157450 0.034818 0.130070 0.130070 0.000000 -0.070402 -0.070402 -0.070402 0.118000 0.118000 0.118000 -0.203110 -0.203110 -0.203110 -0.203110 0.122410 0.103370 0.103370 0.116380 -0.269850 -0.278230 -0.279290 0.119610 -0.019863 -0.019863 -0.278820 -0.266970 -0.266970 -0.018628 -0.018628 -0.018628 0.115210 -0.274640 0.126090 0.050004 0.050004 0.142660 0.081177 -0.073076 -0.073877 -0.078810 -0.281920 0.130360 -0.275470 -0.275470 0.034818 0.034818 0.054660 0.010564 0.010564 -0.042381 0.000 0.000 -0.159 -0.275 0.126 0.126 0.000 0.000 0.000 0.000 0.000 -0.152 0.130 -0.157 -0.157 0.000 0.000 0.000 0.000 0.130 0.130 0.000 0.000 0.000 0.118 -0.137 0.000 0.103 0.103 0.406 -0.270 0.120 0.120 0.000 0.000 0.035 0.314 -0.267 -0.146 0.000 0.000 0.000 0.000 -0.159 -0.275 0.126 0.126 0.000 0.000 0.000 0.000 0.000 -0.152 0.130 -0.157 -0.157 0.000 0.000 0.000 0.000 0.130 0.130 0.000 0.000 0.000 0.118 -0.137 0.000 0.103 0.103 0.406 -0.270 0.120 0.120 0.000 0.000 0.035 0.314 -0.267 -0.146 0.000 0.000 10.34713057 NA 8.74053129 6.20679167 11.48982137 10.63089622 11.84916811 11.71661813 9.86902714 9.50729159 11.09631582 9.84397458 7.31799500 10.37414616 12.48243940 11.00653065 4.58672872 11.93156857 9.49219469 10.95687662 10.09943250 9.62269668 10.75150916 12.95819997 13.25671073 7.91291208 -0.07856367 2.62182917 9.39001414 10.83240761 11.34555644 11.64654337 11.33369537 1.50634805 11.01546788 11.31879743 13.88545752 9.50541302 7.15979466 8.65948257 9.06732222 10.84174304 9.38589518 8.47021227 10.82601349 9.29751564 8.71580588 10.25398619 8.64419771 10.20852531 12.52432096 2.82828630 10.43215435 11.40570960 6.10129919 8.00885324 0.92136016 9.87194604 -0.07856367 9.61574806 9.68957453 10.95687662 11.21572373 11.14297726 10.39763004 11.52733258 4.16931573 NA 7.83688101 9.66622400 9.15860010 5.53609954 10.57781504 11.69040147 10.59734718 12.69494151 10.86133664 9.99553158 9.38797659 9.49709956 7.12596100 10.22117056 9.41123810 6.74793918 1.72874773 9.04292362 9.35561186 9.75507083 9.65948239 7.20679265 10.18054498 5.50635122 TCGA-MT-A67F 60 0 NA 384 head and neck stage iva t4 n0 mx female 2012 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 6 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 1.002189e-05 2.635514e-06 10.3121627 NA 10.4124959 0.1504297 3.6739634 10.1858875 4.8228270 7.9990242 8.7742824 17.3819973 7.1838239 8.4450219 7.5555424 NA 10.4930313 10.0714980 5.4358019 4.5766672 3.4723318 7.8749150 1.4723318 NA 6.4171875 6.1045967 10.2131217 4.8228270 10.4212803 10.0640384 10.1219445 11.5784994 NA NA 2.8508394 8.4988859 NA NA 13.3474641 4.8228270 10.0353347 10.3858169 8.6342168 5.0572900 13.8212232 0.7353489 NA 12.4976071 10.0322797 9.0161341 0.7353489 12.0060481 8.2318845 12.2832220 8.4991291 7.8783213 NA 0.1504297 0.7353489 2.4723318 1.1504297 16.4364168 17.0692285 10.5539456 11.9870431 NA 3.3983230 10.2969696 NA 1.4723318 9.5534129 10.3846196 4.3203258 18.3820089 12.5384183 NA 0.7353489 -0.8497003 11.4913637 7.4124962 8.0512677 9.9026478 10.1602296 15.1170641 9.0497579 3.6739634 3.1503972 11.3947648 8.8715002 4.9832901 12.2942386 9.4541817 10.8482373 11.0829849 NA 8.4358032 10.0752134 3.1503972 NA 2.3203403 -0.8497003 6.6661004 8.5035479 9.0021500 0.1504297 0.1504297 NA 1.4723318 -0.8497003 10.4946969 NA 13.3339588 11.0400875 10.6036716 4.6739634 13.6792824 1.7353489 7.6220760 11.4762686 6.3303092 8.5576689 9.8380129 9.2285518 9.7011477 10.9517051 NA 9.8680774 5.5254394 7.8121792 10.3635052 8.7011477 13.1288433 7.7278299 NA 12.4678136 0.1504297 0.00458000 0.00458000 0.00346870 -0.00055444 0.00527490 0.00527490 -0.00013862 -0.00013862 -0.00083160 -0.00083160 -0.00083160 0.57148000 0.57148000 0.57148000 -0.00249380 -0.00290040 -0.00290040 -0.00774820 -0.00774820 -0.00429290 -0.00429290 0.00138680 0.00235810 0.00055459 0.00055459 -0.01477800 0.00291330 0.00291330 0.01014600 -0.00401490 0.00402430 0.00402430 0.00458000 0.00458000 0.00458000 -0.00201560 -0.00201560 -0.00201560 -0.00201560 0.00000000 0.00000000 0.00000000 0.00000000 -0.00055444 -0.00055444 -0.00055444 0.00527490 -0.00013862 -0.00013862 -0.00083160 0.57148000 -0.00249380 0.00083195 0.00083195 -0.00196310 -0.00290040 0.00597000 -0.00774820 -0.00429290 -0.00429290 0.00291330 0.00291330 0.00138680 -0.00747200 -0.00747200 0.00235810 0.00235810 0.00055459 0.00055459 -0.01477800 -0.01477800 -0.00387790 0.01014600 0.01014600 0.01014600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.571 0.000 0.000 0.000 10.4177729 0.1504297 9.2166920 10.5682535 10.5330250 9.7651016 12.3039530 11.7969597 8.6036716 10.4450218 10.3604635 10.7779349 10.0714980 10.8395254 11.8144037 11.9551370 3.8120361 12.2942386 9.1588295 10.8482373 9.7687864 10.4683789 11.7348938 13.2248042 13.0331395 3.1503972 NA 4.2796867 9.1741555 9.8560334 10.4329103 11.6557163 10.9019450 2.3203403 10.5221776 10.6235994 14.2174975 9.5341052 6.8783219 8.7521719 7.9448169 13.0280686 8.4572146 8.1865748 10.2867513 8.6581958 3.4723318 10.7212054 9.1118506 9.0811383 12.4976071 4.1045967 10.3278205 10.5539456 6.0330441 8.9513007 -0.8497003 10.6778780 NA 9.4621493 8.8749150 10.8482373 11.0829849 11.0980379 10.0752134 11.1111270 4.5427162 NA 9.3586354 10.1176273 7.3744022 3.8508394 10.4946969 10.6422541 10.6036716 12.7215611 10.5829429 10.4980223 9.3780169 9.8380129 7.0269184 10.2848273 9.5145356 7.0692639 NA 5.7202566 10.6125351 9.7540273 9.3451579 6.1727695 9.5178158 4.1045967 TCGA-MT-A67G 53 0 NA 190 head and neck stage iva t1 n2b mx female 2013 NA yes head and neck squamous cell carcinoma NA NA 5 white not hispanic or latino 4 5 NA NA NA NA 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 2.011314e-06 7.975899e-07 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.0105080 -0.0105080 0.5872200 -0.0129020 -0.3386000 -0.3386000 0.2874500 0.2874500 0.2961200 0.2961200 0.2961200 0.5341500 0.5341500 0.5341500 0.5341500 -0.3316800 -0.3316800 0.2894500 0.2894500 -0.3218200 -0.3218200 0.2793100 -0.3620400 0.0000000 0.0086460 0.2330500 0.5565500 0.5565500 0.0178240 -0.0039719 0.0029133 0.0056919 -0.0105080 -0.0105080 -0.0105080 0.2850100 0.5872200 0.5872200 0.5872200 -0.2758300 -0.2758300 -0.2758300 -0.2758300 0.0599370 0.0599370 0.0599370 -0.3552500 0.3138600 0.2762000 0.2961200 0.5341500 0.5341500 -0.0104990 -0.0104990 -0.0033243 -0.2891700 -0.3316800 0.2894500 -0.3218200 -0.3218200 -0.0530710 -0.0530710 0.2793100 -0.0577890 -0.0577890 -0.3620400 -0.3607900 0.0086460 0.0086460 0.2330500 0.2516800 0.0044411 0.0346770 0.0346770 0.0346770 0.000 0.000 -0.332 -0.332 0.289 0.289 -0.322 0.000 0.279 0.000 0.000 -0.362 -0.362 0.000 0.000 0.233 0.233 0.000 0.000 0.557 0.557 0.000 -0.324 0.000 0.000 0.587 0.587 -0.276 -0.276 0.000 0.000 -0.339 -0.339 0.287 0.287 0.296 0.296 0.534 0.534 0.000 0.000 0.000 0.000 -0.332 -0.332 0.289 0.289 -0.322 0.000 0.279 0.000 0.000 -0.362 -0.362 0.000 0.000 0.233 0.233 0.000 0.000 0.557 0.557 0.000 -0.324 0.000 0.000 0.587 0.587 -0.276 -0.276 0.000 0.000 -0.339 -0.339 0.287 0.287 0.296 0.296 0.534 0.534 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-MT-A7BN 74 0 NA 469 head and neck stage iva NA NA NA male 2013 NA yes head and neck squamous cell carcinoma NA NA NA white NA 1 4 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 6 0 0 1.803247e-06 5.548451e-07 9.6458585 0.1519887 10.0663882 2.4739427 7.8030546 10.3131350 7.8030546 6.9201873 7.8314833 15.9137361 6.2812865 8.2761244 8.6597976 0.1519887 8.0099842 10.0989094 4.7958604 3.6114321 11.2394659 9.4626160 1.1519887 0.1519887 9.7218586 3.1520049 10.3516755 2.9593621 10.7639500 9.3068211 10.8748106 9.4557838 1.1519887 2.1519887 4.5443185 7.3423218 2.1519887 NA 8.9689867 3.7369620 10.0930507 8.7958591 7.8454901 4.4739297 9.3711716 2.1519887 NA 10.5432467 5.8244293 8.2915543 1.1519887 9.6438562 2.6088092 10.3331554 6.9593575 9.3975557 1.1519887 3.4739297 NA 0.1519887 2.4739427 16.0318256 15.9940985 10.1163440 12.0029712 NA NA 8.0528701 0.1519887 2.1519887 6.7218593 9.8048480 NA 14.3338542 11.4356703 8.8137812 0.1519887 2.7369728 10.2072855 7.3904080 3.9593621 9.3236554 11.6960016 14.3893625 8.8208880 1.7369512 5.5443215 12.0369367 11.0392237 0.1519887 8.7180571 8.3068214 9.3880173 10.3614565 0.1519887 9.2153981 10.3711716 4.7369674 1.1519887 NA 2.4739427 7.0588933 7.1632300 10.6785023 2.7369728 4.3999298 NA 5.3614561 NA 9.5719633 1.1519887 13.2214529 6.8154896 8.3219281 4.6114321 13.9460127 7.8385037 6.3219281 12.9749722 6.9848935 8.4557838 9.2889943 7.4374050 11.4046685 8.6518489 1.1519887 8.2341521 10.3030196 7.3418275 10.3735903 8.0945174 12.2351500 7.6755647 6.1963966 6.7218593 0.1519887 0.0062481 0.0220300 0.4074400 0.3741300 -0.3466400 -0.0151910 3.6569000 -0.0045695 -0.8098000 0.3363200 0.7522300 0.0035432 0.0035432 0.0000000 0.0000000 -0.3968700 -0.0306770 0.0216030 0.0120970 -0.0419740 -0.0419740 -0.4047200 0.0353830 0.0115390 0.7211200 -0.0513160 0.4280100 0.4031100 0.2625300 0.0305910 0.0410340 0.7421400 0.0126550 0.0319990 0.0197830 -0.0503700 -0.0459060 -0.0381700 -0.0662520 -0.4005200 -0.4039600 -0.4039600 0.3372300 -0.3804400 -0.3804400 0.7017600 -0.4023000 -0.0045695 -0.0314960 -0.8098000 0.0035432 0.0000000 -0.4112400 1.2544000 -0.3595400 -0.3904000 -0.0347420 -0.0316910 -0.0431950 -0.0219240 -0.3695200 -0.3807800 -0.3900700 0.3352900 0.3352900 -0.3579500 -0.4048500 -0.3905100 -0.4161900 -0.0513160 -0.0770780 0.4385100 -0.4383200 -0.4383200 0.2442200 0.000 -0.349 -0.359 -0.359 0.000 0.000 0.000 -0.381 -0.390 0.413 0.413 -0.382 -0.382 0.000 -0.381 0.000 0.000 0.000 0.000 0.403 0.403 0.439 0.000 -0.371 0.000 0.000 0.000 -0.375 0.000 0.241 -0.140 -0.347 0.000 0.000 0.000 -0.810 0.336 0.000 0.000 -0.194 0.244 0.000 -0.349 -0.359 -0.359 0.000 0.000 0.000 -0.381 -0.390 0.413 0.413 -0.382 -0.382 0.000 -0.381 0.000 0.000 0.000 0.000 0.403 0.403 0.439 0.000 -0.371 0.000 0.000 0.000 -0.375 0.000 0.241 -0.140 -0.347 0.000 0.000 0.000 -0.810 0.336 0.000 0.000 -0.194 0.244 10.408212 2.736973 9.228712 3.959362 8.100370 9.368749 6.691161 13.336569 10.576169 9.891784 12.305238 8.174371 6.810214 9.908559 11.392198 9.550747 3.897240 8.718057 12.687278 9.388017 9.879924 8.455784 10.946419 14.379395 13.015802 1.736951 1.151989 6.380821 9.146357 8.250035 9.8012592 12.6654840 10.9990605 3.9593621 9.8833221 11.0460629 14.3580246 8.7027500 6.1743705 8.6073303 9.3760047 12.0543782 7.7399682 10.0633951 10.7500556 9.7831801 11.2394659 8.3467601 9.3393552 9.3368785 10.5432467 6.3418275 9.9085594 10.1163440 6.1292830 7.0945180 1.7369512 8.9464189 0.1519887 7.8662484 10.1548181 9.3880173 10.3614565 8.3614565 10.3711716 10.1477702 3.3219281 4.4739297 8.3219281 10.3455284 7.9333625 4.3219281 9.5719633 9.8816238 8.3219281 13.7446937 11.3705663 9.7237558 8.6155274 9.2889943 9.7350858 11.1819804 8.3219281 3.8524384 1.7369512 8.5095549 10.2031440 9.3017502 8.5486077 7.3808221 8.8662487 2.9593621 TCGA-MZ-A5BI 53 1 217 NA head and neck NA NA NA NA male 2008 NA no head and neck squamous cell carcinoma NA NA NA white hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.248402e-06 3.121004e-07 11.8238199 NA 9.9787310 NA 4.9632660 11.2046348 7.6130815 7.1276549 8.0623889 16.1859068 6.3436921 8.5294532 8.8005152 NA 9.2422781 9.3744138 5.4272139 7.1713760 10.9330266 8.3532143 0.1052758 NA 4.3532174 10.3123013 10.7079859 NA 10.7396443 10.0159297 10.6784608 10.2733323 NA 0.6902830 2.5647196 8.0098314 NA NA 11.2833293 8.8866468 9.4879110 10.2196800 10.1881013 4.3147400 11.7827864 8.0968090 1.9126499 11.7712890 10.5825394 8.9270609 3.1052925 11.6312971 4.8378272 11.0345454 8.7400981 9.5789927 NA NA 3.2752157 0.6902830 1.4272307 15.5797535 16.5419288 10.6911884 11.8340579 NA 4.2345703 10.3561775 7.6209866 3.2752157 8.7291683 11.8709875 NA 17.0229213 13.0275926 4.8332089 -0.8945901 1.1052758 11.1554758 8.3049595 5.7777116 9.8753479 10.4056395 14.4355386 8.7273388 3.4975996 7.2242284 11.9833379 10.2569379 4.1496821 11.4597871 11.6694365 11.7726203 10.3819930 NA 8.9864010 10.7869647 7.6130815 0.1052758 NA 3.8057258 7.2085748 8.4022033 9.6051328 4.6288494 0.6902830 1.6902383 8.6827158 NA 10.3383074 5.7634992 12.6626310 9.1895639 10.0293572 3.5647196 13.1204407 5.4090684 8.4384422 10.7056645 10.1010541 8.2827067 10.0507308 9.0256398 9.4440235 9.1193074 0.1052758 11.9425207 10.8096230 8.8280946 10.8572494 8.3049595 11.7843272 8.2777147 NA 9.7794792 0.1052758 0.00090764 0.00090764 1.37500000 0.12697000 0.26844000 0.26844000 -0.26492000 -0.26492000 0.58112000 0.55071000 0.55638000 -0.17853000 -0.17853000 -0.17853000 -0.17853000 -0.40219000 -0.40219000 -0.14785000 -0.14785000 -0.53002000 -0.54277000 -0.11521000 0.00205730 0.00750000 0.00750000 0.29883000 0.94066000 0.94066000 -0.03367700 0.00000000 0.00000000 -0.00192560 0.00090764 0.00090764 0.00090764 1.37550000 -0.53825000 -0.54693000 -0.00788630 0.10804000 0.10620000 0.10620000 0.12241000 0.12697000 0.12447000 0.12447000 0.26844000 -0.26492000 -0.29350000 0.60901000 -0.17853000 -0.17853000 -0.06625200 -0.06625200 -0.53774000 -0.41201000 -0.40219000 -0.11678000 -0.54293000 -0.53002000 0.81279000 -0.53388000 -0.11521000 -0.53114000 -0.53114000 -0.01009400 0.01251600 -0.01175900 -0.01175900 0.29883000 0.22854000 0.15711000 -0.03367700 -0.03367700 -0.03367700 0.000 0.000 -0.402 -0.402 -0.148 -0.148 -0.530 -0.534 -0.115 0.000 -0.526 0.000 0.000 0.000 0.000 0.229 0.229 0.000 0.000 0.941 0.941 0.157 0.284 0.000 0.000 1.305 1.305 0.106 0.106 0.127 0.127 0.268 0.268 -0.265 -0.265 0.609 0.609 -0.179 -0.179 0.000 0.000 0.000 0.000 -0.402 -0.402 -0.148 -0.148 -0.530 -0.534 -0.115 0.000 -0.526 0.000 0.000 0.000 0.000 0.229 0.229 0.000 0.000 0.941 0.941 0.157 0.284 0.000 0.000 1.305 1.305 0.106 0.106 0.127 0.127 0.268 0.268 -0.265 -0.265 0.609 0.609 -0.179 -0.179 0.000 0.000 10.332903 4.690249 9.939632 7.816093 9.174065 8.669436 9.755441 10.887466 11.270194 11.094327 10.654109 11.007662 9.480326 9.825531 11.711924 11.285818 4.686338 11.459787 10.838302 11.772620 9.964045 9.903759 10.998968 13.199749 12.525905 11.787623 3.805726 3.912640 8.920670 10.096100 10.7540940 11.2629497 12.4335412 3.3532104 10.9756517 10.8186735 13.6975647 9.2963461 10.7332768 9.5544356 8.8501209 12.6348395 9.5194859 9.1193074 10.2118500 9.9562552 10.9330266 9.7643909 9.8013852 11.0739538 11.7712890 4.7199993 9.5357396 10.6911884 6.3906900 10.4986774 3.1927465 10.4748844 0.1052758 8.4911492 9.8891037 11.7726203 10.3819930 10.7878427 10.7869647 10.4294675 2.5647196 NA 9.7951715 10.5956365 10.5825394 8.3413013 10.3383074 10.1081020 10.0293572 12.8900241 10.9130444 9.8635101 9.8676690 10.0507308 7.9879302 11.5037635 9.7803619 5.1927505 0.1052758 11.9777695 11.2694303 9.3987587 8.5419984 8.2216311 9.8272406 6.1927505 TCGA-MZ-A6I9 68 1 489 254 head and neck NA NA NA NA male 2012 NA no head and neck squamous cell carcinoma 14 1962 NA white not hispanic or latino 3 5 NA NA 2 4 2 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.283079e-06 6.935564e-07 7.8281384 NA 10.6999818 -0.1376478 3.7692428 10.2127406 9.5885720 6.0911730 8.3481833 14.8241879 6.1932710 5.3859142 9.3350446 -1.1376478 9.0297720 10.1904677 5.3859142 5.3380856 11.5154229 8.9993450 0.4473147 NA 6.8453470 5.3701468 10.6326048 NA 9.9636729 10.5796019 10.4520050 9.6705136 -1.1376478 0.8623522 2.1842803 8.4526226 NA NA 12.0980689 5.1477544 9.6632537 9.6583934 8.6664850 4.4473147 11.4466117 3.9067463 NA 9.8964650 11.5885720 8.2286759 4.3859142 12.2920221 10.7623452 11.2635000 6.2373935 4.2886170 NA 0.4473147 -0.1376478 3.1842803 2.1842803 13.9143682 13.9768775 10.5536612 11.7893910 NA 1.6697071 10.4543436 1.4473147 1.8623522 8.7662357 12.2047064 NA 17.2701569 9.8474843 NA 0.8623522 -0.1376478 11.1723985 7.6239049 2.0322772 9.8795312 11.0038224 14.1806848 8.8957767 3.1102797 3.5062084 11.2791514 10.2005330 1.6697071 13.0032635 8.4752223 10.8306607 10.7908722 -1.1376478 8.8847215 10.2626996 5.5347807 NA NA 3.5062084 7.5312387 8.7556554 9.1114672 2.6697071 5.8048693 -0.1376478 6.6825326 NA 9.7334891 2.3217838 13.3072393 9.1172054 9.5089125 4.5062084 13.5242989 4.7692428 8.4510685 10.9455008 8.8524577 8.6984043 9.9858287 9.2823140 8.4641246 9.0657018 -0.1376478 11.2455181 6.4397827 8.3135651 10.6342559 8.2928066 11.2959393 7.6239049 0.4473147 10.9871214 2.3217838 0.0313410 0.0758470 1.2497000 0.0422020 -0.0324450 0.0476940 -0.0241140 0.0432990 -0.1515700 0.0629370 0.1028900 0.1343000 0.2091600 0.0886920 -0.0065792 -0.3647600 -0.0397690 -0.2120600 0.0123760 -0.2808200 -0.3041300 0.0981240 0.0360880 -0.0985500 -0.0495280 0.0141900 0.1080400 0.0569400 0.7969900 -0.0760690 0.0122370 0.0650830 0.0314460 0.0314460 -0.3376200 -0.0551050 -0.0415670 -0.0728260 -0.0319050 -0.3231300 -0.0614200 -0.0746840 -0.3369900 0.0916150 0.0915420 -0.2166400 0.3399400 0.0319900 -0.0030475 -0.2003700 0.1320200 0.0886920 -0.0371360 -0.0500470 -0.1156100 -0.4040700 -0.0168410 0.0503920 -0.3309300 -0.3057400 0.1043900 -0.3753400 0.0378480 -0.0246610 -0.0521260 -0.0306770 -0.3578300 -0.0708380 -0.0636680 0.0141900 0.0141900 0.0955080 -0.0606140 -0.0777450 -0.0786450 -0.116 -0.116 -0.365 -1.293 -1.293 -1.293 -1.293 -1.293 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 -1.152 -1.293 1.036 1.036 -0.242 0.000 0.000 0.000 0.000 0.000 -1.293 -1.293 -1.293 -1.293 0.000 0.000 -1.293 -1.293 -0.116 -0.116 -0.365 -1.293 -1.293 -1.293 -1.293 -1.293 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 -1.152 -1.293 1.036 1.036 -0.242 0.000 0.000 0.000 0.000 0.000 -1.293 -1.293 -1.293 -1.293 0.000 0.000 -1.293 -1.293 10.388853 NA 10.000286 3.385914 8.870782 8.024745 11.021910 12.998864 8.136149 9.053413 11.905381 10.466907 7.912203 9.320760 12.176654 10.860944 6.091076 13.003263 8.538311 10.830661 10.503502 9.474301 10.924400 13.659391 12.796137 11.303742 -1.137648 4.720333 9.533895 9.457611 10.3612031 12.1726826 11.5230183 1.1842803 10.8389180 10.1162014 13.8320956 7.6984039 8.2865203 8.4770637 8.1267963 11.5243546 10.0189173 9.3522017 9.7945686 9.3839544 11.5154229 9.5558409 10.5201189 9.9012728 9.8964650 4.2199042 9.2363065 10.5536612 6.4092484 8.0095588 -0.1376478 9.1684156 -1.1376478 8.5627934 9.3461695 10.8306607 10.7908722 10.3646884 10.2626996 10.0711978 -1.1376478 -1.1376478 8.3542071 9.6817346 9.0247452 3.9067463 9.7334891 10.3456658 9.5089125 12.7674588 11.2878321 10.7141029 7.7601990 9.9858287 8.1820258 11.0028642 8.8916409 5.6697100 -1.1376478 10.7152734 9.7859265 9.1546756 8.4604063 8.0272608 9.9094778 7.0322794 TCGA-MZ-A7D7 51 0 NA 547 head and neck stage iva t3 n2b mx male 2013 NA yes head and neck squamous cell carcinoma 39 1973 2 white not hispanic or latino 2 4 NA NA 3 3 1 2 3 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 6 4.716184e-06 2.323414e-06 7.9843045 8.5470140 11.1085312 NA 2.6915118 10.3266965 7.4248768 7.0975149 9.5618874 15.5689985 7.2583380 9.2869666 7.3121088 0.3696061 8.3295963 9.9164890 7.3121088 3.8290275 5.9843045 7.2024843 4.0700372 -0.6303939 4.8614492 8.0025895 8.9676470 2.5395311 9.8166778 9.5532299 10.5180711 9.7238439 NA -0.6303939 2.3696061 8.6066610 -0.6303939 -0.6303939 13.2419808 1.3696061 10.4630121 9.9087533 8.6982695 3.4570558 11.6787866 0.3696061 -0.6303939 12.1100077 10.8887393 9.1059965 0.3696061 11.1410840 5.6260390 10.1394324 5.0420183 2.5395311 NA NA -0.6303939 2.6915118 2.6915118 13.6880625 13.0832431 11.1745322 10.5863404 NA 0.9545686 9.5581834 -0.6303939 1.9545686 8.6222598 11.4620213 -0.6303939 17.4284266 8.4911280 0.3696061 0.3696061 4.0700372 11.7845440 4.7958604 4.6915230 8.3689743 12.0930422 13.5285986 9.1640104 7.0206467 4.7619129 12.8695649 8.7683382 -0.6303939 12.7239100 7.6457189 9.3766218 10.4423971 5.1509536 8.2824838 8.9318370 9.0872708 NA NA 1.3696061 6.7094450 9.0630814 7.9843045 -0.6303939 2.8290174 NA 6.6915230 NA 10.9704366 0.9545686 13.0854493 9.6375164 11.2376454 0.9545686 13.5202145 5.5395187 9.7381010 11.5848241 6.3808212 8.1961432 10.0449871 9.1704945 12.7516781 9.3208793 2.3696061 8.1110616 5.2764855 9.8931565 10.6699471 8.3468745 12.0087091 9.1945532 -0.6303939 10.3317676 -0.6303939 0.0338310 0.4195700 0.7432800 1.1249000 -0.1484900 -0.1484900 0.2595200 0.2316300 0.7152800 0.6423100 0.7235700 -0.4625900 -0.4625900 -0.4497500 0.2659200 0.0613650 2.1494000 0.2645100 0.0830540 -0.4398300 -0.0825350 0.0000000 0.0853650 0.5967400 0.1508400 0.0052749 0.0998700 1.3293000 -0.0325180 -0.0332690 0.0519560 0.0519560 0.0338310 -0.4156400 -0.2546600 -0.5202000 -0.4971500 -0.4971500 -0.4971500 -0.3775100 0.5436500 -0.3374500 0.0029728 -0.4823900 -0.5000600 -0.5000600 -0.3476700 0.2316300 0.2316300 -0.1009200 -1.0227000 -0.4497500 0.0349590 -0.4209000 -0.1630700 0.4802700 -0.4121900 0.0502500 -0.0806740 -0.0806740 -0.0309500 -0.0049844 0.0246890 0.1822300 -0.3368700 0.6529500 -0.3298200 -0.0310860 -0.0310860 -0.4264800 -0.0015243 -0.4756400 -0.0325180 -0.0325180 -0.0325180 0.000 -0.163 0.000 -0.401 0.305 0.000 0.000 0.000 0.000 -0.365 0.000 0.143 -0.323 0.151 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.476 0.323 0.120 0.000 0.194 0.691 -0.361 0.000 1.210 0.728 -0.276 -0.276 0.260 0.260 0.614 0.715 -0.391 0.000 0.000 0.000 0.000 -0.163 0.000 -0.401 0.305 0.000 0.000 0.000 0.000 -0.365 0.000 0.143 -0.323 0.151 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.476 0.323 0.120 0.000 0.194 0.691 -0.361 0.000 1.210 0.728 -0.276 -0.276 0.260 0.260 0.614 0.715 -0.391 0.000 0.000 0.000 8.735917 NA 9.474219 5.998951 10.563736 10.444372 10.954557 10.686442 8.824922 8.631689 10.239959 10.425555 8.045552 9.626982 11.755726 11.082122 6.348820 12.723910 8.814609 9.376622 9.202485 9.687007 10.292922 13.412607 12.381521 10.962052 NA 3.070029 9.002590 9.862449 10.072633 10.903897 10.719981 1.954569 9.660765 10.420803 13.893884 8.696024 5.744635 8.013451 6.916489 12.677649 9.985077 9.569267 9.409884 11.918657 5.984305 10.006219 9.544520 6.559418 12.110008 3.369592 10.846847 11.174532 8.167256 4.227579 4.124485 9.796907 NA 8.491128 8.804223 9.376622 10.442397 12.092615 8.931837 10.344009 NA NA 7.478119 8.929927 4.727147 5.744635 10.970437 9.847353 11.237645 13.121557 11.639890 11.375921 6.335380 10.044987 8.134466 8.485938 10.107687 3.539519 2.539531 8.192962 7.654118 9.424877 9.047314 6.509146 10.013451 6.056096 TCGA-P3-A5Q5 54 0 NA 910 head and neck stage iva t2 n2 mx male 2004 NA yes head and neck squamous cell carcinoma basaloid type 30 NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.9562658 0.8103197 10.9796323 2.8103403 2.8978019 10.1512963 7.2574171 8.0246527 8.8145539 16.1438558 6.2449612 5.3801892 8.9460427 -0.1896803 9.0736028 9.2522404 5.1322601 7.2154748 10.8629016 8.9004460 -0.1896803 NA 4.0197909 3.5107721 10.5871778 NA 9.6814688 10.3677973 11.2674579 10.6237139 NA -1.1896803 1.6176746 8.6389459 NA NA 14.0058211 4.2697663 9.7164124 10.7157205 8.5949684 6.2860661 10.6023104 0.8103197 NA 9.9116526 12.2195919 8.6160775 4.0197909 12.4550911 1.1322478 10.9843229 4.5652194 7.5176930 NA NA -1.1896803 1.3952822 NA 15.1426836 15.5761933 10.9178776 11.8733915 NA 1.6176746 10.7403316 NA 2.1322478 8.9889985 12.0461982 5.3181288 18.4722438 12.7077063 NA 0.8103197 2.1322478 11.3126681 7.8817961 3.8977922 10.2878085 11.1763825 14.0121894 9.1118297 4.1322643 3.4541891 11.5337812 9.9473247 3.3338960 12.3194850 9.2574168 11.1678856 11.8903182 -0.1896803 8.9096813 11.1271808 3.5107721 NA NA 3.5107721 8.7688863 9.0331284 8.8243542 2.2697513 1.9802447 NA 9.1961959 NA 10.5133719 1.9802447 13.5303105 9.3085445 10.9011076 1.8103197 13.5319134 5.3649226 8.8257487 10.9047412 8.8173607 9.0063207 10.0991996 10.2069383 10.2753897 9.7232229 0.3952822 10.5077356 5.7645293 9.0112323 11.1297234 8.3971732 11.1554615 8.0026266 -0.1896803 11.7703355 0.8103197 0.0011093 0.0011093 0.9618500 -0.0151340 -0.0202750 -0.0202750 -0.0085766 -0.0085766 0.0202030 0.0202030 0.0202030 -0.0123000 -0.0123000 -0.0123000 -0.0123000 -0.0096806 -0.0096806 -0.0074720 -0.0100440 -0.0187650 -0.0187650 0.0066653 -0.0213730 0.0127950 0.0127950 -0.0369460 0.0095883 0.0095883 0.0711040 0.2131500 0.2190800 0.4287300 0.0011093 0.0011093 0.0011093 -0.0213390 -0.0213390 -0.0213390 -0.0213390 -0.0220580 -0.0220580 -0.0220580 -0.0282180 -0.0151340 -0.0151340 -0.0175290 0.4852700 -0.0085766 -0.0085766 0.0095132 -0.0123000 -0.0123000 0.0000000 0.0000000 0.0000000 -0.0096806 -0.0096806 -0.0100440 -0.0187650 -0.0187650 0.0036076 0.0036076 0.0066653 0.0095883 0.0095883 -0.0213730 -0.0213730 0.0127950 0.0127950 -0.0369460 0.3971200 0.0051359 0.0647970 0.0564060 0.0598090 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.219 0.219 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.937 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.219 0.219 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.937 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.237646 NA 9.421690 5.318129 8.296163 8.617689 10.082963 12.345244 8.041555 10.732546 12.062555 10.428260 8.685315 10.064181 10.500768 11.130852 5.521415 12.319485 6.804687 11.167886 10.330461 9.859501 11.544832 13.493406 12.923669 10.249645 -1.189680 4.202653 9.369711 9.949245 11.3634828 12.2941493 11.8278380 1.8103197 11.6128499 10.7539473 15.4006403 8.2636044 8.5998671 8.3877623 8.0075504 12.1755624 9.5702967 8.8340880 10.0624076 8.6636431 10.8629016 10.6929766 10.6776123 9.2718129 9.9116526 4.5652194 9.9096813 10.9178776 5.9083662 8.7351461 -0.1896803 9.9260274 -1.1896803 9.1254832 8.9549919 11.1678856 11.8903182 9.9479652 11.1271808 11.0436537 2.1322478 NA 7.1049541 10.3275108 9.0688997 3.2026528 10.5133719 10.5094722 10.9011076 13.3196756 10.9077073 10.8064539 9.1186725 10.0991996 5.5245778 11.0133756 9.2480855 2.8978019 -1.1896803 6.0001578 10.9990460 10.1706320 9.0087785 6.7410705 10.0203961 5.7410705 TCGA-P3-A5Q6 49 1 480 NA head and neck stage iva t4a n2b mx male 2005 NA yes head and neck squamous cell carcinoma 9 NA 4 white not hispanic or latino 2 4 NA NA 2 3 1 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.571815e-06 1.387113e-06 9.3411154 NA 10.9536277 4.4407994 6.1003070 9.9209450 -0.0185857 4.0688256 9.5914679 16.7704342 7.5997515 7.8972453 8.2897049 NA 8.4570993 10.2227531 4.4076315 4.0688256 4.7887222 9.5483711 -1.0185857 NA 11.2149855 6.2197706 9.7228328 NA 10.5311505 10.4351509 10.1773531 10.1950776 -0.0185857 2.1513068 3.7362585 7.9565545 NA NA 13.0816175 5.3032949 10.7257792 9.9918940 7.4201573 6.9586455 10.6225144 3.2292957 -1.0185857 11.3389178 12.2972230 8.3323051 -1.0185857 10.4881692 5.4164952 10.8189938 7.2340309 4.9813641 0.5663768 NA NA 1.3032839 2.1513068 15.3774349 16.2001834 10.5798837 11.5144522 NA 1.3032839 10.5526444 2.1513068 1.9813778 8.9743042 11.6863502 0.9813412 18.5982592 9.5691434 -0.0185857 1.9813778 NA 11.3402917 6.9643594 1.7887275 9.6600187 11.4222350 15.5351601 8.8655363 7.3345129 4.0688256 12.3604734 10.1889903 3.3032986 12.0128878 9.1450156 11.0944568 10.6577637 -1.0185857 8.4118186 10.2440480 8.5205248 -0.0185857 NA 1.5663281 6.7887209 11.0598503 8.6765943 NA -0.0185857 NA 8.2828619 NA 11.0960842 5.8268561 12.7722234 8.9744034 9.3312000 1.5663281 13.4152120 6.7627262 8.0009566 11.6123155 8.2125868 9.0339339 9.1525427 5.6252208 11.9803088 10.4294822 NA 10.7619056 7.0793984 7.8455521 11.2419914 7.9757190 10.7207245 7.8486448 -0.0185857 10.2434607 -0.0185857 0.324310 0.304570 3.656900 1.081400 -0.116520 2.545700 3.656900 0.400280 0.303620 -0.113120 3.656900 -0.118610 -0.118610 -0.136000 0.581300 0.265770 0.924520 0.625510 0.000000 -0.115740 0.294850 -0.099472 -0.122460 0.970900 -0.117390 0.300900 -0.531750 0.230710 0.195270 0.276160 -0.113910 0.269230 -0.581860 -0.111420 -0.112340 -0.125280 -0.133680 -0.133680 -0.151960 -0.548950 0.623090 -0.137680 -0.137680 -0.126680 -0.126680 -0.126680 -0.130960 0.400280 0.258090 -0.542220 -0.909340 -0.136000 -0.033950 0.226230 0.226230 -0.117040 0.406270 -0.105520 -0.121870 -0.121870 0.823330 0.823330 0.647810 0.638100 0.638100 -0.122460 -0.084926 -0.117390 -0.551460 0.300900 0.528360 -0.127200 0.091010 0.091010 -1.227200 0.000 0.226 -0.117 0.149 0.626 0.000 -0.116 0.823 0.000 -0.149 0.829 -0.122 -0.122 0.276 0.158 0.263 0.000 0.269 0.269 0.231 0.231 -0.127 0.187 -0.105 -0.105 0.515 0.639 -0.549 -0.138 1.081 0.955 -0.131 0.260 0.329 0.329 -0.109 0.212 -0.136 -0.136 0.154 0.154 0.000 0.226 -0.117 0.149 0.626 0.000 -0.116 0.823 0.000 -0.149 0.829 -0.122 -0.122 0.276 0.158 0.263 0.000 0.269 0.269 0.231 0.231 -0.127 0.187 -0.105 -0.105 0.515 0.639 -0.549 -0.138 1.081 0.955 -0.131 0.260 0.329 0.329 -0.109 0.212 -0.136 -0.136 0.154 0.154 10.649808 -1.018586 9.885526 4.788722 9.596996 13.676047 9.113223 10.668304 10.433607 8.603418 11.324274 11.534995 6.473219 10.488665 10.469708 9.464174 4.072217 12.012888 8.516641 11.094457 10.613907 11.299344 10.571017 14.085514 13.208530 10.931193 NA NA 9.466189 9.322329 11.0068515 12.2181275 10.0481277 0.5663768 10.4361791 11.2466879 14.4710558 9.5253642 5.3564044 8.6590854 8.1106488 11.6066180 9.9759527 9.4861848 10.3128427 10.1693364 4.7887222 11.0444238 9.1810382 6.5049270 11.3389178 2.6818091 10.5093314 10.5798837 6.6252223 4.2292957 NA 10.1138656 -1.0185857 8.4911408 9.8063245 11.0944568 10.6577637 10.1387127 10.2440480 10.5445621 NA -0.0185857 7.3220615 10.4995272 7.2340309 3.9813686 11.0960842 10.3444054 9.3312000 13.5244581 11.3631791 10.6188964 8.1956847 9.1525427 8.7757818 10.5234303 9.3683061 -1.0185857 NA 4.6818034 8.9118372 8.6052473 9.6626043 8.2713846 9.8739087 4.9586478 TCGA-P3-A5QA 41 0 NA 2182 head and neck stage i t1 nx mx male 2008 NA yes head and neck squamous cell carcinoma NA NA NA NA NA 1 3 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.358092e-06 6.588786e-07 12.1380994 1.1548424 10.5008912 -1.1671505 5.4328058 11.0985077 -1.1671505 6.2252094 8.8759198 15.9588912 6.6594408 8.8272462 7.5505690 -1.1671505 9.0532710 9.0879213 5.2422824 3.9621788 10.6236483 8.7216358 0.8329305 NA 7.9621753 12.1914065 10.2041247 5.1548222 11.3222389 10.2343055 10.5315973 9.9971710 -1.1671505 NA 4.4178525 8.3368573 NA NA 13.6190601 7.2675208 9.7352678 10.6830794 6.5877805 7.1182943 11.0155973 4.4178525 NA 12.2201022 9.4346635 8.5911158 1.6402507 6.5123723 3.1071522 11.9256498 5.8663146 6.3797873 2.7397833 2.5333391 0.8329305 0.4178120 NA 14.4680155 14.5440901 11.3344810 11.8444693 NA 3.4767446 11.6454711 0.4178120 3.7397833 8.5454198 10.4060664 -0.1671505 15.8894457 13.6091714 7.5436993 2.7397833 -0.1671505 11.9645888 10.0423460 4.7397833 10.4676402 10.3860419 15.9165070 9.1066883 7.1366733 7.2923244 11.8503970 10.8935885 5.0423467 11.2211790 7.6305540 9.1286615 11.9976424 NA 8.5402517 10.4323406 7.5944440 NA -0.1671505 3.7397833 7.0808197 9.0325648 9.6273084 2.0028105 2.6402507 NA 4.3247458 0.5063988 10.8915608 -1.1671505 12.7220163 10.1835611 9.8711258 5.5877790 13.3980542 5.9621765 8.4658880 11.7356446 11.7558486 8.8704396 10.0820061 3.0808282 11.8509189 11.3227406 0.8329305 10.2758361 7.0665122 9.0115574 11.8212223 8.3778569 12.0362406 9.0605084 -1.1671505 3.7870876 0.4178120 0.0130600 0.0044411 0.1048200 1.5103000 -0.1039500 -0.1039500 0.0915900 0.0915900 -0.3072100 3.6569000 0.7167800 -0.2921300 -0.0713380 -0.0713380 -0.7103300 0.1936000 0.1936000 -0.0651790 -0.0651790 -0.2669500 -0.3246700 0.1108100 -0.1844300 0.0190830 0.0190830 0.1162400 1.0312000 1.0312000 -0.1843300 0.0108440 0.0706730 -0.0142350 0.0130600 0.0130600 0.0044411 -0.3026300 -0.3026300 -0.3026300 -0.3026300 -0.1971200 -0.1971200 -0.1971200 -0.2640800 -0.2844200 -0.2924000 -0.2924000 -0.1039500 0.0915900 0.0915900 -0.6693800 -0.0713380 -0.0713380 0.0169850 -0.3142400 0.0148880 -0.0336250 -0.3333500 -0.1484400 -0.3482400 -0.2669500 0.0000000 0.0000000 -0.3381400 -0.0585960 -0.0585960 -0.1844300 -0.1490100 -0.3474400 -0.3474400 0.0632230 0.0702430 -0.3112000 0.5798200 0.5299300 -0.1843300 0.000 0.000 0.194 0.194 0.000 0.000 -0.325 0.000 -0.227 0.000 0.000 -0.184 -0.184 0.000 -0.347 0.000 0.000 0.000 0.000 1.031 1.031 -0.311 -0.441 0.000 0.000 -0.200 0.102 -0.197 -0.197 1.510 1.226 -0.104 0.000 0.000 0.000 -0.307 0.410 0.000 0.000 0.346 -0.184 0.000 0.000 0.194 0.194 0.000 0.000 -0.325 0.000 -0.227 0.000 0.000 -0.184 -0.184 0.000 -0.347 0.000 0.000 0.000 0.000 1.031 1.031 -0.311 -0.441 0.000 0.000 -0.200 0.102 -0.197 -0.197 1.510 1.226 -0.104 0.000 0.000 0.000 -0.307 0.410 0.000 0.000 0.346 -0.184 11.3576792 -1.1671505 8.9649167 9.6869818 12.0386859 10.6881427 7.5977643 11.0177679 9.8378152 8.6142523 9.5599621 12.5776214 8.1435052 10.4107935 9.8847812 9.7972335 4.0632527 11.2211790 8.8497010 9.1286615 10.1113420 10.7469039 9.8697530 12.5042623 12.9528064 6.3874815 -0.1671505 3.7870876 9.6506757 9.4919966 11.810351 12.106688 9.606856 0.417812 11.173021 10.982005 13.821620 7.225210 6.567602 8.120605 8.668943 11.100850 9.164302 9.073684 10.604795 9.632984 10.623648 10.679558 8.328748 6.547138 12.220102 4.002820 10.465433 11.334481 6.267521 5.372050 2.640251 10.175523 1.640251 8.928290 11.507085 9.128661 11.997642 11.878823 10.432341 11.045693 3.533327 4.118293 9.370111 11.999526 6.259158 4.356454 10.891561 11.787089 9.871126 12.533982 10.700171 9.675243 9.415035 10.082006 10.750638 9.773206 10.707106 NA -1.167150 3.356454 8.341460 9.632174 9.837815 5.821578 10.570562 5.080820 TCGA-P3-A5QE 49 0 NA 1559 head and neck stage iii t2 n1 mx male 2009 NA yes head and neck squamous cell carcinoma basaloid type NA NA 1 white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.248402e-06 4.508117e-07 9.6623663 NA 10.9287287 NA 2.9745293 10.7188858 7.1558625 8.2457733 8.9041430 16.3320517 7.1482691 8.5948396 8.4401960 NA 9.8031978 8.7063365 6.1806392 5.4891062 10.9281746 9.2669636 3.0416460 NA 3.7521384 10.9176053 11.6551849 NA 10.3607028 10.2856860 10.7499468 9.8802775 1.7521491 1.6781170 2.5822188 10.2308422 NA NA 13.4670533 6.7670906 8.4827196 11.6585295 6.4087628 3.9041469 11.4043875 -1.4177330 NA 13.0731912 12.0264534 8.7965342 2.1671652 12.2287737 3.0416460 11.9918711 1.3895668 7.7192060 NA -1.4177330 1.1671652 2.2826474 -0.4177330 14.8031200 15.7771812 10.0755701 12.9578654 NA 2.5822188 11.2204246 6.1895459 5.1057786 9.9696939 11.4178707 2.9690307 18.1303765 12.7271122 -1.4177330 0.1672295 -1.4177330 11.8494406 6.1969257 2.7521491 11.4267932 9.2608151 14.6965064 9.3219955 4.1671813 7.9086442 10.9066768 9.5077695 6.1135963 11.6591809 11.5809817 11.8308838 11.8705043 NA 8.8074225 11.6635320 8.0680441 NA NA 2.8301336 7.3537044 8.8560106 11.9569828 6.2260711 0.1672295 0.5821706 8.3927867 NA 7.6156377 2.1671652 13.0099207 9.8341825 10.5804528 0.1672295 13.1173081 9.2323691 8.6307018 11.1111574 9.1830572 10.4139181 10.9274206 7.6374972 7.9550803 9.0210069 2.4891062 11.8164337 8.0272298 8.7855630 11.4464011 8.1057771 11.6068352 9.3586479 -1.4177330 10.0690500 NA -0.00249380 -0.00249380 0.00332990 -0.05148800 0.00173960 0.00173960 -0.01986300 -0.71283000 0.66475000 0.66475000 0.66475000 -0.00193990 -0.00193990 -0.00193990 -0.00193990 -0.00069303 -0.00069303 -0.00124730 -0.00124730 -0.69739000 -0.01064600 0.00527490 0.02244400 -0.00398810 -0.00398810 0.01810300 -0.01381500 -0.01381500 0.99993000 0.00194180 -0.69265000 0.00000000 -0.00249380 -0.00249380 -0.00249380 0.00402430 0.00402430 0.00402430 0.00402430 -0.01632000 0.00326810 0.00326810 0.00326810 0.00324170 0.00324170 0.00324170 0.01042400 -0.71283000 -0.71283000 0.66475000 -0.00193990 -0.00193990 0.64634000 0.64634000 -1.06720000 -0.00069303 -0.00567570 -0.00124730 -0.03258700 -0.70478000 0.00916140 0.00972760 0.00527490 -0.70890000 -0.73103000 -0.00124730 -0.71622000 -0.00398810 -0.00705760 0.01810300 -0.00960940 0.00499690 -0.28620000 -0.28620000 -0.28620000 0.646 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.706 -0.662 -0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.713 0.665 0.665 0.000 0.000 -0.286 -0.286 0.646 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.706 -0.662 -0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.713 0.665 0.665 0.000 0.000 -0.286 -0.286 11.001912 1.582219 11.126066 7.470958 8.163416 11.720938 13.625926 12.350916 9.799567 10.676293 10.177472 8.896232 8.824198 10.791668 12.247329 10.780660 5.505958 11.659181 12.195199 11.830884 10.549802 11.415500 11.143980 13.485880 12.729897 10.505542 2.974529 6.282655 9.416686 10.984961 10.319040 11.562176 12.849294 2.830134 11.896090 10.486473 13.675011 10.403590 10.783726 9.331246 9.800173 12.895169 10.335403 9.512213 11.344180 9.440973 10.928175 10.968347 9.549441 8.990545 13.073191 3.626614 10.184914 10.075570 4.885994 6.983094 2.041664 9.567345 0.904118 9.740825 11.515168 11.830884 11.870504 10.202893 11.663532 11.403391 2.752149 -1.417733 9.156808 10.893112 6.825389 2.489106 7.615638 11.257069 10.580453 12.133443 10.110669 10.188620 9.887707 10.927421 5.310137 10.230573 10.801686 4.074069 0.904118 10.071561 10.489804 9.573028 9.957798 7.530582 11.330827 7.330408 TCGA-P3-A5QF 49 1 330 NA head and neck stage iva t4 n2b mx male 2009 NA yes head and neck squamous cell carcinoma NA NA 4 white not hispanic or latino 3 2 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 4 0 1 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 4 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 7 0 0 0 0 0 0 7 0 0 0 0 4 0 4 4 0 0 0 0 6 0 0 0 0 7 0 0 4 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 0 0 7 8.890344e-06 3.34433e-06 6.3908757 NA 10.4531315 -1.1009791 2.0689459 9.9738328 10.8691283 4.7570019 8.3564031 15.9860604 6.7192012 7.8386014 8.9379414 NA 9.4821051 9.7350728 5.5137308 3.5994606 11.4586384 8.4225841 -1.1009791 NA 6.5210743 2.8990209 10.3142360 NA 10.3645887 10.3757685 11.1332410 9.6106894 1.2209490 -1.1009791 1.4839834 8.2291548 3.9864838 NA 14.3327382 3.5428771 10.2483036 10.7409797 10.5656902 5.0075454 12.6598462 1.2209490 NA 11.0244358 11.0356931 9.1890412 -1.1009791 13.0135781 4.0689459 11.0607841 4.4225829 4.1084743 -1.1009791 NA -1.1009791 2.2209490 2.3584525 14.8285344 15.3686336 10.5068150 12.0387336 NA 1.2209490 10.8951427 NA 1.2209490 9.4117629 11.2391506 0.4839834 18.2953867 9.7421583 NA -1.1009791 0.4839834 12.1281416 6.2913402 1.8990209 9.8434049 10.7421583 13.6449067 9.6795621 1.4839834 2.0689459 11.7396036 10.2571240 NA 12.9386080 6.1084764 10.4092921 11.6649300 NA 8.7176045 10.2913398 4.8059115 NA NA NA 8.1374272 8.8208634 8.2675288 -1.1009791 0.4839834 NA 6.4304040 NA 10.1187959 3.5994606 13.3080817 8.6976074 10.5437800 2.0689459 13.5694020 6.5137323 9.0114618 11.4110220 8.4821053 9.2881158 10.4750342 11.1655161 9.4313783 7.7192012 1.2209490 11.3365144 4.9651101 8.0283056 9.3988683 8.0231439 11.4724328 7.7382260 NA 12.0769090 NA 0.0083351 0.0083351 1.2167000 -0.0149160 0.0134920 0.0134920 0.0066653 0.0066653 0.0211830 0.0211830 0.0166760 -0.0011087 -0.0011087 -0.0011087 -0.0149160 3.3491000 -0.8432300 -0.0015615 -0.0068794 0.0084743 0.0084743 -0.0128510 -0.0518560 0.0053519 0.0053519 -0.0894340 -0.0165670 -0.0165670 -0.0860930 0.0000000 0.0000000 0.0000000 0.0083351 0.0083351 0.0083351 -0.0062286 -0.0062286 -0.8642100 -0.8633400 -0.0021926 0.0203430 0.0203430 0.0160060 -0.8420300 -0.8420300 -0.8826800 0.0134920 0.0066653 -0.0015228 0.0211830 -0.0011087 -0.0011087 -0.0334050 -0.0118100 -0.0049399 0.0262330 -0.8432300 -0.0068794 -0.0172540 -0.8565400 0.0049969 -0.0683740 -0.0128510 -0.0332690 -0.0332690 -0.0518560 -0.2309200 0.0053519 0.0053519 -0.0894340 -0.0894340 -0.1644700 -0.0615100 -0.0615100 -0.0615100 0.000 0.000 0.000 -0.843 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 0.586 0.000 0.000 0.000 0.951 0.000 0.000 -0.842 -0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.843 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 0.586 0.000 0.000 0.000 0.951 0.000 0.000 -0.842 -0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8926685 NA 9.2813004 5.0888455 9.7366504 9.2631462 12.3437784 11.6926257 6.6934382 9.5872727 10.8141548 10.5933802 8.3252870 10.0832779 12.8304986 11.2452590 4.3518827 12.9386080 6.6063815 10.4092921 9.8051614 10.1151619 10.3958761 12.5536371 13.3587741 11.6850877 NA 0.8990209 9.1338399 9.9603936 11.3307811 11.8746912 9.5572339 -1.1009791 11.2669831 10.9220836 14.7479367 8.0962392 9.0525743 9.0424055 8.6572456 12.3024339 9.6352804 9.2999017 10.5780625 9.8869968 11.4586384 10.5160306 10.3383338 5.3747543 11.0244358 3.0689459 9.8006435 10.5068150 6.4839850 4.6269414 3.4225829 9.2686197 -1.1009791 8.5767421 8.0913153 10.4092921 11.6649300 10.6869249 10.2913398 11.3473968 NA -0.1009791 8.2205220 8.1035936 5.5572324 -0.1009791 10.1187959 11.2372016 10.5437800 12.9020131 10.8104143 9.9630914 7.5320177 10.4750342 8.0863746 9.7983793 9.5347404 NA NA 9.1844246 9.2249799 10.2090671 8.9102497 7.0127642 10.1042047 4.9213887 TCGA-P3-A6SW 50 0 NA 1120 head and neck stage ivb t3 n3 mx male 2005 NA yes head and neck squamous cell carcinoma basaloid type 20 NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.982293e-06 1.040335e-06 7.8785470 NA 10.6277391 3.0243906 3.3239609 10.5889872 2.6458861 7.5187153 8.7874827 16.2372568 6.1819394 7.2004749 9.8727803 NA 9.2605962 8.8277841 5.1300248 3.4114262 12.3940792 9.7741385 -0.6759959 NA 7.2248256 6.9963831 11.1195921 -0.6759959 10.1647363 10.3866790 10.4945093 9.4272462 NA NA 2.6458861 7.3638097 NA NA 12.7773576 5.2546961 9.5407042 10.4409520 7.4007736 4.8475209 11.8840523 0.3240041 NA 10.7475995 12.4188607 9.1663087 1.6458861 11.9271210 1.3239465 11.6701950 7.7544105 5.9678142 0.3240041 NA -0.6759959 3.7162776 3.1313096 16.2184089 16.9728175 10.4292121 11.3903839 NA 0.9088897 10.8107933 2.1313261 0.3240041 8.9999155 10.9745614 3.8919927 17.0006591 10.8327434 NA 2.1313261 -0.6759959 11.1003913 7.4737057 3.8475159 10.3932939 10.6798600 13.5561544 9.7087421 2.9089282 4.8785488 11.5035564 10.2073653 0.9088897 12.7083185 9.8047485 12.1357344 11.0679512 0.3240041 8.7227020 11.2043071 5.3900485 NA NA 4.3683493 8.2781548 9.8307617 8.8804642 3.2308486 1.6458861 NA 8.2127016 NA 10.6368413 -0.6759959 13.2388106 9.2752867 10.6599069 -0.6759959 13.4066064 5.7333489 8.8017164 11.2774273 6.4737057 8.9013871 10.6152153 7.0586683 9.2576490 9.8766274 2.7833938 10.7808261 4.1819374 8.7418108 10.9418849 7.8553401 12.0452712 8.5334115 -0.6759959 10.6492637 0.9088897 0.000000 0.000000 1.084400 0.143100 0.569520 -0.334790 0.032563 0.032563 -0.025483 -0.025483 -0.025483 3.656900 0.120200 0.120200 0.120200 0.408610 -0.280250 0.045849 0.045849 -0.064374 -0.064374 -0.027398 0.047126 -0.025483 -0.025483 -0.067190 -0.015466 -0.015466 0.029747 0.105850 0.105850 0.105850 0.000000 0.000000 0.000000 -0.043873 -0.043873 -0.043873 -0.043873 -0.335030 0.133320 0.133320 0.133320 0.143100 -0.035114 -0.020001 0.567740 0.032563 0.032563 -0.025483 0.120200 0.120200 -0.017803 -0.026565 -0.027922 -0.187350 -0.280250 0.045849 -0.064374 -0.064374 0.036512 0.018156 -0.021373 -0.127330 -0.127330 0.047126 0.047126 -0.025483 -0.025483 -0.067190 -0.067190 0.311450 0.029747 0.029747 0.029747 0.000 0.000 -0.187 -0.187 0.000 0.000 0.000 0.000 0.000 -0.127 -0.127 0.000 0.000 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.311 0.000 0.000 0.000 0.000 0.862 -0.202 0.133 0.143 0.000 0.568 -0.335 0.000 0.000 0.000 0.000 0.120 0.120 0.000 0.000 0.000 0.000 -0.187 -0.187 0.000 0.000 0.000 0.000 0.000 -0.127 -0.127 0.000 0.000 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.311 0.000 0.000 0.000 0.000 0.862 -0.202 0.133 0.143 0.000 0.568 -0.335 0.000 0.000 0.000 0.000 0.120 0.120 0.000 0.000 10.8426114 -0.6759959 10.6647820 8.5695108 7.8938142 9.6081925 11.6351390 11.9815001 8.4988839 9.0603603 12.0311017 10.3414627 10.1305079 10.0962729 12.9742247 11.1659157 5.5402195 12.7083185 11.1694483 12.1357344 10.6704721 9.3197254 11.5245504 12.8466968 13.6580220 11.9950570 -0.6759959 4.9678142 9.8650549 10.0313174 10.9794890 12.0834304 12.3965934 1.9089282 11.4024427 10.8919144 15.0573413 8.3239582 7.9013871 9.0364852 8.7710414 12.3223724 9.6581310 9.3724452 10.1655227 9.8158114 12.3940792 10.4551723 10.3274762 10.5807567 10.7475995 3.4114262 10.0628950 10.4292121 6.0518789 8.2428216 NA 8.9696168 1.9089282 8.0382040 7.9785944 12.1357344 11.0679512 10.1686641 11.2043071 10.4596676 0.3240041 NA 9.1912372 10.1950935 10.3683525 6.2664736 10.6368413 11.0892444 10.6599069 13.0253731 10.7071226 10.1497122 8.7460232 10.6152153 7.3295829 11.0038782 9.9257290 2.7833938 NA 8.2983728 10.4829466 9.6837079 8.7055014 6.5623630 9.6902805 5.7333489 TCGA-P3-A6SX 67 1 1430 NA head and neck stage iii t2 n1 mx male 2005 NA yes head and neck squamous cell carcinoma 100 1954 1 white not hispanic or latino 2 3 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 6 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 5.236351e-06 1.456468e-06 10.3365760 NA 12.0386915 2.9953941 4.8433859 10.3005405 NA 4.8232093 9.7402247 14.7602831 6.4216559 8.6762776 7.4182962 NA 8.8181210 9.4613653 5.6803215 1.8433809 10.5087236 8.8219391 NA NA 9.2135908 12.1105645 11.7049915 NA 10.5518968 9.9202032 10.3812532 9.0657802 -1.3266245 0.2584586 1.6734660 8.6793819 NA NA 13.8993102 4.3458860 9.7151219 11.0994652 5.8333329 5.4936409 10.8533717 3.3738987 NA 12.7667151 13.6717005 8.6692298 NA 11.7824771 6.7866839 12.1540004 4.7609235 9.0221908 2.8433809 -1.3266245 NA 1.2583983 1.2583983 13.9518566 13.3877860 10.5814800 12.2987149 NA 2.5803626 11.8918745 NA 1.2583983 8.3387988 11.1708155 NA 18.8920389 7.3209215 NA -1.3266245 NA 11.6885292 8.3721673 6.9449252 10.8307938 11.3350181 16.5931524 9.6370813 2.4808080 2.7609235 12.5033835 10.3272034 3.5314438 11.1295192 8.6860873 11.5213030 12.1020845 NA 8.5697952 10.7920793 4.1653171 NA NA -0.3266245 7.1369870 9.5298881 10.2082519 -1.3266245 2.6734660 -1.3266245 7.6874835 NA 10.9729569 NA 12.9193867 9.8286160 10.2145593 0.9953760 13.2793472 3.4808209 8.7341585 11.6383450 7.5561060 9.2640496 10.2779788 5.8027464 9.6450063 11.9147010 0.6734660 7.8001674 9.5142406 8.1733084 11.7489418 8.4182966 12.1179599 8.7688595 -0.3266245 9.9028823 0.6734660 -0.0794760 -0.0737430 0.6478100 0.4262000 0.0297470 0.0297470 0.6974600 3.6475000 -0.5905800 0.0411750 0.0411750 -0.6098900 -0.5955600 -0.5955600 0.0108420 0.0355240 3.6569000 0.0165650 0.0094491 -0.2527300 -0.2532200 0.0174040 -0.3100400 0.0298880 0.0298880 -0.2430200 0.0093098 0.0093098 -0.0580580 0.2806300 0.2896300 1.7664000 -0.0794760 -0.0794760 -0.0737430 -0.6212800 -0.6005100 -0.6005100 -0.6005100 -0.5953600 -0.2679300 -0.2679300 -0.2679300 -0.1327800 -0.1309700 -0.1348400 0.0182430 -0.6027400 -0.6027400 -0.6196800 -0.5955600 -0.5955600 -0.6096000 0.0373590 -0.2608300 0.0355240 -0.5961400 0.0094491 -0.2546700 -0.2608400 1.0368000 1.0128000 0.0174040 0.0108870 0.0108870 -0.3100400 -0.3056900 0.0298880 0.0298880 -0.2430200 -0.0599420 -0.3338700 -0.0380340 -0.0484980 -0.0580580 -0.610 0.000 0.000 -0.596 0.000 0.000 -0.255 1.037 0.000 0.000 0.000 -0.310 -0.310 0.000 0.000 -0.176 0.000 0.281 0.000 0.000 0.000 -0.290 0.442 0.000 0.000 0.036 0.637 -0.595 -0.268 0.419 -0.133 0.000 0.000 0.697 0.697 -0.591 0.000 -0.596 0.000 0.000 0.000 -0.610 0.000 0.000 -0.596 0.000 0.000 -0.255 1.037 0.000 0.000 0.000 -0.310 -0.310 0.000 0.000 -0.176 0.000 0.281 0.000 0.000 0.000 -0.290 0.442 0.000 0.000 0.036 0.637 -0.595 -0.268 0.419 -0.133 0.000 0.000 0.697 0.697 -0.591 0.000 -0.596 0.000 0.000 0.000 10.804033 -1.326624 10.107116 3.580351 13.493791 12.482092 10.948423 10.917232 8.698602 9.304640 10.139029 11.954088 6.734158 10.778716 11.944050 9.873748 5.228207 11.129519 7.835854 11.521303 10.564487 10.277553 10.685039 13.222245 12.875816 8.613042 0.673466 NA 9.796291 8.985211 10.9231687 12.2475831 10.1618049 -1.3266245 11.6466219 11.0918424 15.8478110 11.0310147 5.5438268 9.2471098 8.9213902 13.0248850 10.1528944 8.7648981 10.9414198 9.3790950 10.5087236 10.9264237 8.3082735 5.9118665 12.7667151 3.5803505 10.9346761 10.5814800 4.9213887 4.0997244 2.9953941 10.4848374 0.6734660 8.5047697 7.4515400 11.5213030 12.1020845 11.5595402 10.7920793 11.3625870 1.2583983 2.9213982 6.1410690 11.2397546 4.6958324 1.6734660 10.9729569 11.0579766 10.2145593 12.9830811 10.9163390 9.7348339 8.2242096 10.2779788 9.2752334 10.5322207 9.9207968 -0.3266245 1.4368548 2.2584285 8.6476333 9.8263812 10.5587777 7.3773659 9.2423688 5.1653171 TCGA-P3-A6T0 47 0 NA 578 head and neck stage iva t4a n0 mx female 2007 NA yes head and neck squamous cell carcinoma 30 1976 0 white not hispanic or latino 3 3 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 2.462125e-06 9.363011e-07 8.2882543 NA 10.6863766 0.8386695 3.6460474 11.2438342 0.1017845 6.7065886 8.5363552 15.0227932 7.1962451 8.0403264 7.8341771 NA 9.1073518 9.8096614 5.6563162 1.8387098 0.1017845 8.6499068 NA 0.5167212 9.5097030 4.2716498 11.0759027 1.1017173 10.9461714 10.2741546 10.7038074 10.7246941 -1.4831780 1.9761803 2.5167716 9.0830947 NA NA 15.1779164 4.8566123 9.4130971 10.2866025 6.0790068 8.1533894 11.6247990 1.5167716 NA 13.9268184 13.4650406 10.4515612 -1.4831780 11.6397544 6.5479834 12.4917169 3.2171997 3.7262209 NA -0.4831780 -1.4831780 1.1017173 0.5167212 14.3235650 13.9207170 11.2284316 12.4864210 NA 2.1017173 10.9521745 NA 1.5167716 9.4563439 11.7930345 -0.4831780 18.9096962 8.9864064 NA 0.8386695 NA 13.1545216 5.4940443 2.4236588 11.1718548 10.1953648 15.5514776 9.5625243 7.8699115 5.3241193 11.1529361 7.2067624 2.2171997 11.9486174 5.4592808 8.9679758 10.9082768 5.2310099 8.3241198 10.9542567 8.2137322 -0.4831780 1.6867022 2.4236588 6.8961435 9.5453615 10.5999115 NA -0.4831780 NA 3.4236588 -1.4831780 9.7473856 NA 12.7337378 10.7552440 11.1933829 2.8386896 13.8458952 7.2716526 8.3855872 10.5597920 7.6991588 9.4753174 10.2302285 3.7262209 10.1931625 12.3385386 1.9761803 9.9063959 3.9761986 10.5546547 11.6988486 8.7115214 12.2480837 8.6357058 NA 6.1678155 -1.4831780 -0.00235530 0.00000000 0.01126100 -0.02821800 -0.25140000 -0.25443000 0.00569190 0.00569190 0.00757310 0.00757310 0.10235000 -0.00332430 -0.00332430 0.00527490 0.00527490 -0.11247000 -0.03367700 0.00055459 0.00055459 0.01042400 0.01042400 0.00520720 -0.06477700 -0.25285000 -0.25285000 -0.02903800 0.67827000 0.67827000 -0.01849000 0.00777830 0.00861350 0.00861350 0.00000000 0.00000000 0.00000000 0.00027728 0.00027728 0.00027728 0.00027728 0.00152550 0.00152550 0.00152550 0.00485790 -0.02821800 -0.06791500 -0.06791500 -0.25140000 0.00569190 0.00569190 0.00757310 -1.29290000 0.00527490 0.57451000 -0.01243800 -0.69217000 -0.11247000 -0.03367700 0.00055459 0.01042400 0.01042400 -0.27853000 -0.26757000 -0.00304750 -0.00013862 -0.00013862 -0.06477700 -0.06477700 -0.25285000 -0.25285000 -0.02903800 -0.02903800 -0.31821000 -0.09498800 -0.09498800 -0.09498800 0.000 -0.671 0.000 0.000 0.000 0.000 0.000 -0.279 0.000 0.000 0.000 0.000 0.000 -0.253 -0.253 0.000 0.000 0.000 0.000 0.678 0.678 -0.318 -0.700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.254 -0.254 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.671 0.000 0.000 0.000 0.000 0.000 -0.279 0.000 0.000 0.000 0.000 0.000 -0.253 -0.253 0.000 0.000 0.000 0.000 0.678 0.678 -0.318 -0.700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.254 -0.254 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.165796 NA 9.548218 5.883088 11.507223 11.809792 8.917644 10.900469 8.617427 9.289904 13.817939 11.965268 7.947217 10.795214 10.410445 10.041306 5.270581 11.948617 9.499045 8.967976 10.409687 10.295663 10.693249 12.476520 12.580834 7.998564 -0.483178 1.838710 9.794052 9.853271 10.9446012 12.0511891 11.3484677 0.1017845 11.4543224 11.1199273 15.4218196 8.9955343 6.2849490 8.6473354 8.8409453 11.5674636 9.2141666 8.2480836 10.3602932 8.6879415 0.1017845 11.0744676 8.4767665 3.3241193 13.9268184 4.1314742 10.4005534 11.2284316 6.6042270 3.3241193 1.8387098 10.2202357 -1.4831780 9.5398259 8.9628142 8.9679758 10.9082768 11.2169876 10.9542567 11.2718608 6.4296545 NA 8.6612825 11.0684729 7.0285172 7.2683090 9.7473856 11.7809140 11.1933829 12.0933671 10.2795619 9.9197767 8.5040288 10.2302285 8.1240949 10.5604755 10.5604755 NA 0.8386695 -1.4831780 8.1060787 9.7917250 9.4861512 7.0205900 10.8665987 4.7262154 TCGA-P3-A6T2 45 0 NA 2298 head and neck stage iva t3 n2b mx male 2008 NA yes head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 3 6 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.525824e-06 9.363011e-07 10.6593762 NA 10.3400378 -0.2159149 4.9738362 10.7110480 0.3689359 3.3689778 8.3289751 15.7652659 6.4634917 8.8188097 7.8201847 NA 9.7980314 10.3188000 5.6419910 NA 10.8174339 8.8474060 -1.2159149 NA 7.5221028 8.9934643 10.5735445 6.6909017 9.9763036 10.2783664 9.8494270 10.2034444 -1.2159149 NA 2.7840014 8.1396925 NA NA 14.5256095 2.8714691 10.3452988 10.6330249 6.7147483 4.8714741 12.6022934 0.7840014 NA 13.7225797 12.9894223 8.7811902 -0.2159149 10.3328328 5.9723526 11.2695886 3.5913683 5.0507977 NA NA NA 2.1059462 0.3689359 14.3269306 15.8082266 12.1614925 12.4756453 NA 2.3689639 10.8443690 3.0319421 -0.2159149 8.9589366 10.8015153 NA 18.6284362 8.9286691 -1.2159149 1.9539357 NA 11.4905069 6.2758638 5.0694143 10.7348474 10.7994259 15.1030831 8.9003548 NA 2.7840014 11.6470355 10.1194012 3.1763228 11.3519527 8.8406486 12.5050032 11.1771331 NA 8.3424316 11.3371601 2.7840014 NA 3.8284082 0.3689359 6.4705108 8.7058518 9.5422341 NA 0.7840014 -0.2159149 1.7840014 NA 11.2087020 -1.2159149 12.5329374 10.5370813 10.7790713 1.1059462 13.7298661 1.3689918 7.6232143 12.2445947 10.0895027 8.8474060 10.3442385 4.3987198 9.7110480 12.5074585 1.3689918 10.2607570 4.0319421 7.8714734 11.3263173 8.2102754 13.0879343 8.4368560 NA 9.2526349 NA -0.00207840 -0.00081143 -0.00995650 0.72754000 0.74956000 -0.01305500 -0.01409000 -0.01409000 -0.02767100 -0.02767100 -0.02411400 0.68719000 0.70588000 0.69244000 0.70682000 1.35640000 -0.01601700 0.74861000 0.00000000 -0.02288100 -0.02288100 0.00917050 0.02146300 -0.01739100 -0.02096100 0.06981200 0.01698500 0.01698500 0.08637400 0.00346870 0.00346870 -0.00685820 -0.01050800 -0.01050800 0.00138680 -0.01659400 -0.00995650 -0.00995650 -0.00995650 -0.01505400 -0.02155800 -0.02155800 -0.02155800 0.72754000 0.70614000 0.70614000 0.01544700 -0.01409000 -0.01409000 -0.02767100 0.69244000 0.69244000 -0.76055000 -0.72084000 0.69194000 1.36050000 -0.03100300 -0.04876400 -0.02288100 -0.02288100 0.00083195 0.00638710 0.00917050 0.00458000 0.00458000 0.02146300 0.02146300 -0.02096100 -0.02096100 0.06981200 0.04004400 -0.74525000 0.14117000 0.08637400 0.08637400 -0.721 -0.029 1.356 0.000 0.749 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.682 0.000 0.000 0.000 0.000 -0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.728 0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 -0.721 -0.029 1.356 0.000 0.749 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.682 0.000 0.000 0.000 0.000 -0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.728 0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 11.234707 -1.215915 10.298034 6.933758 11.892535 10.995266 9.791038 10.780837 8.340517 8.809150 10.598593 11.754836 8.201863 10.695403 11.848922 10.958000 4.517093 11.351953 10.030751 12.505003 10.993464 10.316854 10.553435 12.939626 13.403142 7.145955 -1.215915 5.087790 9.891228 9.544731 11.2066013 11.6634027 6.8661600 0.3689359 11.1366061 11.1851570 14.8281447 10.7213847 6.2918061 9.1687947 8.6326339 11.2113237 10.0834535 7.9934643 11.5044689 9.9464022 10.8174339 10.5678276 9.0809270 4.5913683 13.7225797 2.2434558 10.1960514 12.1614925 5.4278676 4.3987198 NA 10.0543061 NA 9.1644718 9.5229475 12.5050032 11.1771331 11.6151201 11.3371601 12.1848903 -0.2159149 -1.2159149 8.8807259 10.0253982 3.3689778 1.5913443 11.2087020 11.3820633 10.7790713 12.9747615 10.9839899 10.2758640 9.1709511 10.3442385 7.9614306 10.5016872 10.2768655 0.3689359 NA 1.3689918 8.6363375 9.3443436 9.3736619 5.4705108 8.9501738 4.2758638 TCGA-P3-A6T3 49 1 577 NA head and neck stage iva t3 n2 mx male 2008 NA yes head and neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 3 NA NA 3 1 2 1 2 3 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.675849e-06 1.075012e-06 8.6657328 NA 10.2574430 0.1920679 2.7769883 10.1316061 0.7770304 3.2794862 9.3443117 15.3997467 7.3366851 7.8358830 8.0562128 NA 8.6998216 9.2728444 5.6349707 2.1920363 11.1534766 8.1948420 NA NA 7.3057690 11.8247950 10.5627143 -0.8079321 10.9531626 9.9233459 10.3953749 10.3385956 NA 0.1920679 1.1920047 8.7287402 -0.8079321 NA 15.4247476 2.6514536 9.8635679 10.5374322 7.5184565 4.4774312 13.2149148 -0.8079321 NA 13.0929880 10.7947258 9.1418537 -0.8079321 10.1198049 7.0540442 11.5918389 6.0746703 5.9864428 NA -0.8079321 NA 2.6514536 0.7770304 15.1316727 15.6351809 11.0066094 11.8345299 -0.8079321 1.9993867 11.8837704 -0.8079321 0.1920679 7.7580813 10.2601334 NA 18.6652491 7.6349707 NA NA NA 12.1088394 5.4014803 5.2143930 9.9693727 10.4837732 16.5727923 9.4039153 6.2900594 3.0989248 12.0429951 9.6256124 3.9469180 11.5184564 6.7618823 7.6308190 10.2018556 3.2794862 8.8048954 10.0593057 4.2364237 -0.8079321 NA 1.1920047 6.5670662 9.3057690 8.7214574 -0.8079321 0.7770304 NA -0.8079321 0.1920679 10.8794026 6.8286519 13.0670083 9.9415361 11.0876022 -0.8079321 13.0793427 1.7769883 8.5495791 11.5170512 8.8159084 9.2701778 9.8741436 8.4136140 9.0312306 10.5268588 -0.8079321 9.7214282 3.7769883 9.0153941 10.9856302 7.8394854 13.4673512 8.6838799 0.1920679 9.0792474 NA -0.027671 -0.012024 0.414120 1.204100 0.734540 -0.041431 0.391470 -0.021510 -0.463440 1.112100 1.123600 -0.449320 -0.449320 -0.449320 -0.443830 0.294060 3.656900 0.000000 -0.391520 0.788710 0.753950 -0.147470 -0.023417 0.805780 -0.046312 -0.044144 0.375160 0.375160 0.128770 0.286910 0.286910 0.051387 -0.019040 -0.012024 -0.019589 -0.447920 -0.447920 -0.447920 -0.447920 0.323020 0.027037 0.027037 -0.018251 -0.441890 -0.441890 -0.451660 0.734540 -0.021510 -0.021510 -0.463440 -0.449320 -0.449320 -0.394300 -0.019177 -0.019177 0.294060 -0.449540 -0.017540 -0.873620 0.356590 0.715280 0.419680 -0.140780 0.416970 0.416970 -0.023417 -0.022085 -0.099733 -0.099733 -0.044144 -0.044280 -0.423860 -0.621400 -0.629220 0.160550 -0.375 0.000 0.294 0.294 0.375 0.000 0.000 0.715 -0.147 0.393 0.393 0.331 0.000 0.806 0.000 0.000 0.000 0.236 0.000 0.375 0.375 -0.407 0.367 0.000 0.000 -0.448 0.376 0.000 0.000 0.762 -0.442 0.705 0.000 0.391 0.000 0.660 1.124 -0.449 -0.449 -0.621 -0.621 -0.375 0.000 0.294 0.294 0.375 0.000 0.000 0.715 -0.147 0.393 0.393 0.331 0.000 0.806 0.000 0.000 0.000 0.236 0.000 0.375 0.375 -0.407 0.367 0.000 0.000 -0.448 0.376 0.000 0.000 0.762 -0.442 0.705 0.000 0.391 0.000 0.660 1.124 -0.449 -0.449 -0.621 -0.621 10.0130037 -0.8079321 8.6609970 6.0623916 12.3008780 11.5767540 11.8885598 11.2074419 8.2116177 8.6224794 11.2962981 11.7993572 6.5583488 10.3474776 10.4710571 9.4196430 4.4972675 11.5184564 8.4087726 7.6308190 9.4634900 10.1056643 10.2268259 13.3441335 12.4022416 6.2143949 -0.8079321 3.4399555 8.6798671 8.8067368 11.1279286 12.1310551 10.7722855 0.1920679 10.6167181 11.0272878 14.8272893 9.8993861 4.9469133 9.4912350 8.8889943 13.1577210 8.1213444 8.8122466 10.6151429 9.6203870 11.1534766 10.7355421 8.1606938 5.5670678 13.0929880 1.1920047 10.5418610 11.0066094 7.1807118 4.6514593 0.1920679 11.0375170 NA 7.7542695 10.3719360 7.6308190 10.2018556 11.9746157 10.0593057 11.7680388 NA NA 7.0249169 9.5274172 4.3213076 1.1920047 10.8794026 11.6481246 11.0876022 12.5715407 10.8367845 9.3719360 8.5162075 9.8741436 8.1198049 10.8272916 9.9173931 NA -0.8079321 3.7769883 7.2248989 9.6738263 9.8241134 7.5670662 9.4681513 4.1920284 TCGA-P3-A6T4 54 1 62 NA head and neck stage iva t4a n1 mx male 2008 NA no head and neck squamous cell carcinoma 40 1968 1 white not hispanic or latino 1 4 NA NA 3 3 1 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4.646828e-06 1.59518e-06 8.00674010 -0.93566895 10.26512391 2.76466462 3.52366231 10.33802098 8.06422540 5.58778802 9.64730803 15.09167784 7.94686827 8.84558508 8.00380460 -0.93566895 10.07265397 10.08659312 5.95904213 5.04150584 3.58778502 7.96207063 -0.93566895 1.06419306 8.25404976 8.47996695 11.60120102 -0.93566895 10.82743774 10.64118202 10.91206569 11.05893235 0.06419306 3.81376067 3.38614875 9.65126216 0.64920156 3.92220736 12.45022253 4.31214963 9.10314432 11.69926323 8.78018738 7.13568774 13.07789696 2.38614875 -0.93566895 12.38206189 12.36257435 8.74546391 -0.93566895 12.35898967 11.96573902 11.67778464 8.66413827 7.34499622 1.64920156 -0.93566895 1.64920156 2.64917856 1.38614875 14.90179933 16.00620575 9.67617236 13.18194960 -0.93566895 2.38614875 10.82536103 NA 1.06419306 9.50924018 11.46002722 0.64920156 18.65109445 11.49127625 6.92841178 -0.93566895 1.64920156 11.92628146 5.81911378 8.23415017 11.36907857 10.25219589 15.56573602 9.85049504 7.78190193 5.70808237 11.91831452 10.15036153 5.57201955 11.84013805 9.54097151 10.25343222 12.11730274 NA 8.77675246 11.70356604 7.58386127 2.76466462 NA 2.87158741 7.51543650 10.13367513 8.61304721 2.23416406 3.38614875 NA 5.40407543 NA 10.58337015 -0.93566895 12.69756119 9.37770920 10.28036493 2.23416406 12.72900594 7.20377671 9.01405200 11.37739183 6.83241030 9.99422345 9.72243682 11.06140481 9.21143035 10.33802098 2.76466462 7.49885319 11.59194668 8.18834652 12.08329479 8.14903372 12.63099293 9.05999251 1.87156770 11.76141011 0.06419306 -0.0149160 -0.0322150 1.3024000 0.3283400 0.0588340 0.0588340 0.4434200 0.1483100 -0.3738100 -0.3738100 0.6157100 -0.3612500 -0.3612500 -0.3659000 -0.0520880 0.3201200 3.6569000 -0.0206870 0.1481600 0.1429500 0.1429500 -0.3665800 0.0200630 0.0072217 -0.0038779 -0.3969700 0.1749800 0.1700100 0.3053200 -0.0099565 0.0000000 -0.0242510 -0.4067200 -0.0322150 -0.0322150 -0.3778600 -0.3707600 -0.3707600 -0.3707600 -0.3276400 -0.3276400 -0.3276400 0.3104900 -0.3703100 -0.3703100 0.3202800 0.2686000 -0.4035100 -0.3529300 -0.3769600 -0.3659000 -0.3659000 -0.3720000 -1.0952000 -0.0201380 -0.3904000 -0.3882700 0.1386500 -0.2534600 -0.2534600 0.6298900 0.5873900 -0.3665800 0.2703300 0.2703300 0.0200630 0.0112610 -0.3646500 -0.3646500 -0.4034800 0.2328700 -0.3042800 -0.1451500 -0.1451500 -0.8136700 -0.333 0.000 -0.051 -0.371 0.148 0.148 -0.253 0.504 -0.367 0.270 0.270 0.000 0.000 0.000 -0.361 0.233 0.233 0.000 0.000 0.170 0.170 -0.304 0.275 0.000 0.000 -0.371 0.019 0.030 0.310 0.328 0.328 0.268 0.268 0.443 0.148 0.000 0.000 -0.352 0.000 -0.145 -0.145 -0.333 0.000 -0.051 -0.371 0.148 0.148 -0.253 0.504 -0.367 0.270 0.270 0.000 0.000 0.000 -0.361 0.233 0.233 0.000 0.000 0.170 0.170 -0.304 0.275 0.000 0.000 -0.371 0.019 0.030 0.310 0.328 0.328 0.268 0.268 0.443 0.148 0.000 0.000 -0.352 0.000 -0.145 -0.145 10.62312429 3.97112045 9.98943112 6.28339400 10.54652911 11.69392349 11.70424427 11.91421678 8.59950080 9.75945365 12.26543036 10.52211923 7.23915074 11.16258644 12.03127143 10.77589229 6.59365555 11.84013805 7.66041527 10.25343222 10.72733867 10.59023541 11.21270192 13.31618625 12.22504219 8.53793122 0.06419306 -0.93566895 9.46510475 9.37142622 10.783186 12.090057 12.185759 1.649202 11.497028 10.643070 14.474344 9.734882 5.708082 9.464037 9.299043 12.194635 7.529343 8.089365 10.187053 10.064225 3.587785 11.645426 8.229132 7.198651 12.382062 1.064193 11.045079 9.676172 4.618814 5.858640 3.649190 9.896324 -0.935669 8.847224 8.682611 10.253432 12.117303 10.670631 11.703566 10.997916 5.064223 7.893948 6.914349 9.462969 6.312153 6.439264 10.583370 11.585335 10.280365 12.075103 10.562077 9.850495 9.328668 9.722437 6.151688 10.064930 9.349628 -0.935669 1.649202 5.331014 9.438917 9.941510 10.727783 8.386153 9.807377 5.490490 TCGA-P3-A6T5 79 1 882 NA head and neck stage iva t4a n0 mx female 2009 NA no head and neck squamous cell carcinoma 15 NA 0 white not hispanic or latino 1 3 NA NA 3 3 1 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 6.727497e-06 3.051648e-06 8.0756818 NA 10.9622690 2.4757594 4.4143656 10.2674747 6.3086594 4.3170725 8.5808046 15.8873022 6.0097480 7.6153207 8.1315977 NA 8.6221258 10.8417270 5.2127366 6.8450032 4.2127327 8.3233485 NA -1.1090475 8.6204273 6.2306565 10.6598179 2.2127250 10.5101096 10.2538463 10.6263627 10.1393273 NA -0.1092031 1.4757594 8.5777098 -1.1090475 NA 14.6510068 5.7487886 9.6729859 10.5449951 8.1715771 6.5128590 12.1602256 1.8907969 -1.1090475 13.4396285 11.9552126 8.8766486 NA 13.5397259 7.9100640 11.4292381 5.6852225 8.6965506 NA NA NA 1.6981740 0.8907969 15.9879222 15.8138636 11.0797045 11.5126296 NA 3.8449982 11.6214890 NA 1.4757594 8.8493594 11.8135768 -0.3437325 19.2065411 10.8395388 NA 0.8907969 0.4758112 11.7448958 6.6322740 4.1762111 9.7386469 11.3264769 15.6554320 8.8081788 6.2217244 3.2127405 11.8639659 10.0032461 2.8908163 12.1508441 6.3420178 11.1793843 10.6461115 -1.1090475 8.5525846 10.2593131 3.7487832 NA 4.6721651 3.5346593 8.0226635 9.2560355 8.3806546 0.4758112 4.1002628 NA 6.7549930 NA 10.5160589 NA 13.1985055 9.0117184 10.9317812 2.5912486 13.1781583 3.5912486 8.2980745 11.0087743 7.1854275 8.6981615 9.2639109 11.3033765 10.2772080 10.3430479 -0.1092031 11.3481798 5.7109855 9.3471611 10.5724842 8.1268206 11.3530532 7.6787093 -0.1092031 10.1814015 1.8907969 0.2457500 0.2457500 0.8410000 0.2355700 0.0000000 0.0000000 0.0186630 0.0186630 -0.3015700 0.5001200 0.5070700 1.1547000 1.1547000 1.1716000 0.4803400 -0.2769100 0.4321000 -0.2732900 -0.2732900 0.4424900 0.4479900 -0.3456500 0.0269350 -0.2369200 0.0975420 -0.0254830 0.3216900 0.1310900 0.1820700 0.7343500 -0.2794100 0.5965600 0.2457500 0.2457500 0.2421000 -0.5704100 -0.5704100 -0.5704100 -0.5704100 0.5159400 -0.0430590 -0.0430590 -0.0349040 -0.2548700 -0.2548700 -0.2593800 0.0000000 0.0186630 0.0186630 -0.3015700 -1.0965000 0.4675900 -0.2838000 -0.2660000 -0.2660000 -0.2769100 -0.5682300 -0.2597400 0.4424900 0.4424900 -0.0106000 -0.0056757 -0.3490500 0.1557700 0.1557700 0.0269350 0.0269350 -0.5619600 -0.5619600 -0.0254830 -0.0342230 -0.2921300 -0.1665700 -0.0758090 0.1678400 -0.266 -0.266 0.195 0.472 -0.273 -0.273 0.442 0.000 -0.349 0.156 0.156 0.000 0.000 -0.237 -0.550 0.000 0.000 -0.279 0.317 0.131 0.131 -0.292 0.420 -0.027 0.246 0.271 0.842 0.516 0.000 -0.012 -0.248 0.000 0.000 0.000 0.000 0.192 0.493 1.172 1.172 0.168 0.168 -0.266 -0.266 0.195 0.472 -0.273 -0.273 0.442 0.000 -0.349 0.156 0.156 0.000 0.000 -0.237 -0.550 0.000 0.000 -0.279 0.317 0.131 0.131 -0.292 0.420 -0.027 0.246 0.271 0.842 0.516 0.000 -0.012 -0.248 0.000 0.000 0.000 0.000 0.192 0.493 1.172 1.172 0.168 0.168 10.6676508 -0.1092031 10.1710438 6.0200888 10.0162201 9.4202274 10.1934455 11.5603561 9.4795212 9.3233485 11.6649760 10.8840988 7.7109855 9.7757403 12.0413473 9.4202371 5.7215449 12.1508441 9.6876574 11.1793843 10.5570306 9.5445474 11.6280540 13.1791652 12.8495406 8.5543648 1.6981740 1.2127561 9.7362967 8.9447326 10.9986775 12.2943513 11.7203312 0.8907969 11.1721571 10.8504464 13.8626160 10.0361020 5.5632314 8.3665399 8.2217234 11.7732586 8.3966776 9.4348050 10.5605775 9.1256240 4.2127327 9.4804578 9.1587637 6.7673237 13.4396285 3.6456901 10.1529015 11.0797045 6.3170707 6.3502391 -1.1090475 8.9822421 NA 9.6540189 9.6565071 11.1793843 10.6461115 10.0787773 10.2593131 10.4260820 2.9782689 NA 6.6981615 9.3430478 5.8333202 3.7487832 10.5160589 10.5233475 10.9317812 13.1885827 11.3946324 9.9249177 8.0557136 9.2639109 7.9433746 11.3751261 8.7456750 -0.1092031 NA 4.9993326 9.4163960 8.6770762 9.5516938 7.9214738 9.5605776 4.3826603 TCGA-P3-A6T6 53 1 395 NA head and neck stage iva t4a nx mx male 2009 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.987949e-06 1.075012e-06 8.1038375 NA 10.5679182 NA 1.2879450 10.4410506 6.5103132 4.1623873 7.6916430 15.8345942 6.8628295 4.5609411 8.7308644 4.8728829 9.3323150 9.4777453 5.1120078 0.7029235 12.3229489 7.4376680 NA NA 6.3894584 4.3468151 10.5740935 0.7029235 9.8865937 10.2709143 9.6277708 9.4051310 NA -0.2970765 2.0248870 8.7201286 4.2265239 -0.2970765 11.8091941 4.3468151 9.7930707 9.9615244 5.4578471 5.3176695 11.3107509 5.8114839 NA 11.9638778 12.5291095 8.3964451 NA 11.5346614 4.3611718 10.8785079 5.1292212 4.2879229 2.2879155 NA NA -0.2970765 NA 15.6336698 14.6618005 10.0338751 11.9903821 NA NA 10.2087699 -0.2970765 2.0248870 8.5103132 11.7821097 NA 17.4214042 7.7744207 NA 1.2879450 5.0605100 11.0282637 6.3028710 NA 10.3218576 10.7930707 13.8148275 9.4545023 0.7029235 2.7029678 11.8992530 10.3656267 0.7029235 12.6243957 6.5856011 10.2527430 11.2493705 NA 9.1417500 9.8753858 8.4308786 NA NA NA 7.7744207 8.0516864 8.4137646 -0.2970765 3.6098495 NA 7.1375865 NA 10.3495170 2.8728878 13.4362914 8.2016079 10.3019413 3.0248870 13.4809327 7.3611700 7.5917019 11.5437362 6.4172044 10.1049044 10.0845012 10.4645095 9.7890946 8.3250099 3.1623873 10.7377572 5.7690470 8.2107532 10.4998091 9.1746336 10.0670929 9.0995629 NA 10.8244918 -0.2970765 -0.01725400 0.73379000 0.01936300 0.64066000 -0.07441100 -0.07441100 0.24591000 0.24591000 0.00027728 0.00027728 0.72985000 -0.00207840 -0.00207840 -0.00207840 -0.01121500 0.48492000 -0.01904000 0.01405100 -0.00152430 0.00291330 0.00736090 0.87388000 -0.02876500 1.28160000 -0.00526100 -0.04861300 -0.02205800 -0.02205800 1.29090000 -0.01890200 0.02567100 -0.02195300 0.71227000 0.03465800 -0.71933000 0.03129500 0.02685100 0.01936300 0.01936300 -0.02534600 0.03163400 0.03163400 0.00777830 0.03707600 -0.69577000 -0.00885260 0.72452000 0.24591000 0.23514000 -0.73382000 -0.00207840 -0.00207840 -0.02590100 0.00000000 0.00000000 -0.71275000 0.01628600 -0.00152430 0.00291330 0.00291330 0.01153900 -0.02548300 0.05779600 -0.03490400 -0.03490400 -0.00857660 -0.01711600 -0.00526100 -0.75366000 -0.04861300 -0.05064100 -0.00138580 -0.45211000 -0.45211000 0.48975000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.604 0.000 0.000 0.000 0.246 0.246 0.000 0.000 0.000 0.000 0.839 1.291 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.604 0.000 0.000 0.000 0.246 0.246 0.000 0.000 0.000 0.000 0.839 1.291 10.031633 2.702968 9.696406 3.162387 9.782443 9.391209 9.777100 11.986336 7.941363 9.036114 12.987638 11.429176 7.821900 10.113410 10.550799 10.375384 6.955623 12.624396 9.269012 10.252743 10.527917 9.621821 11.441473 14.716184 12.882712 10.531888 NA 4.287923 9.366516 9.870376 9.6484022 11.6898669 9.9662276 0.7029235 11.0643538 10.0747349 13.8801372 5.9124127 7.1867739 8.8501631 9.0670931 12.5093065 9.5250033 9.4240575 9.6644080 9.8903103 12.3229489 10.4129036 10.8283718 5.4308774 11.9638778 5.0952746 9.1208107 10.0338751 7.3824381 3.1623873 1.7029678 8.7797738 -0.2970765 9.0605103 7.2421175 10.2527430 11.2493705 9.9825688 9.8753858 10.2869813 2.5103037 4.2265239 7.4973745 9.1017021 4.3468151 2.0248870 10.3495170 10.3000797 10.3019413 13.6008983 10.7113869 10.1887876 7.0866628 10.0845012 7.2803875 9.7757609 9.4376678 NA NA 6.6454725 9.1027702 9.5231373 7.9269601 8.1827385 9.8590413 6.0605100 TCGA-P3-A6T7 55 1 487 NA head and neck stage iva t3 n2b mx male 2010 NA yes head and neck squamous cell carcinoma 80 NA 2 white not hispanic or latino 4 6 NA NA 3 3 1 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 4 0 0 6 0 0 3.779882e-06 1.421791e-06 9.36152296 NA 10.26648731 2.13376078 4.00824484 10.06385357 2.42328234 4.84649332 9.72373653 16.40021833 6.69176864 8.72871984 7.63980519 NA 9.17938141 8.68836222 4.91804269 2.66427803 2.42328234 9.50977817 -1.03622997 NA 7.84343180 10.85525238 10.94684196 NA 10.50252235 9.97017450 10.78960219 10.93897983 0.54883115 NA 3.28577209 8.34196974 NA NA 12.64563581 3.96384400 10.46170023 10.71497398 6.49522986 4.84649332 12.71581079 1.28575730 NA 12.18634143 13.13611959 9.07759044 NA 12.53192325 5.45570203 11.29588491 6.55630525 5.91804508 -1.03622997 -1.03622997 NA 0.54883115 1.28575730 15.37104924 16.04701665 10.98030848 12.60058628 -0.03608204 3.21177540 10.37694735 NA 1.77120949 9.01505733 11.18694507 1.77120949 19.22049360 9.10339981 -1.03622997 1.28575730 0.54883115 11.67357842 5.99727208 8.01369673 10.71946626 11.14375749 15.47192166 9.78003199 5.37324103 2.66427803 12.41994607 9.61848443 4.89458497 11.64442765 9.93323491 9.85030703 12.63406202 NA 8.52418124 10.67637541 2.87073952 NA NA NA 6.47954747 8.88717583 7.74520842 NA -0.03608204 -1.03622997 5.83421314 NA 11.22653051 NA 12.82726032 9.94101385 9.42225508 0.96384400 13.03966174 1.54883115 7.85866611 11.69006652 6.74520775 6.38170041 9.03932760 5.11359633 9.81715795 11.02319283 -1.03622997 7.14375768 4.60770315 6.61489974 11.50784681 8.18059446 12.24476409 8.72373670 NA 11.11391292 0.96384400 -0.43192000 0.00570060 0.40494000 0.00610900 0.00055459 0.00055459 0.00000000 0.00000000 -0.44728000 0.40961000 0.40961000 1.12600000 0.41429000 -0.00387790 -0.00387790 0.00430210 3.65690000 -0.00636680 -0.00636680 -0.43203000 -0.43203000 0.42150000 0.36035000 0.00555290 0.00555290 -0.46238000 -0.00027724 -0.00027724 -0.01285100 -0.01312700 -0.00290910 -0.00290910 0.01335300 0.00570060 0.00570060 -0.42746000 -0.42746000 -0.42746000 -0.42440000 0.01028500 0.01028500 0.01028500 0.01028500 0.00610900 0.00610900 0.00508260 0.00055459 0.00000000 0.00000000 -0.45178000 -0.87751000 -0.00387790 -0.00816240 -0.00816240 0.00166420 0.00430210 -0.43561000 -0.00636680 0.01866300 -0.43203000 0.41061000 0.41061000 -0.01133500 -0.00373950 -0.00373950 -0.46110000 0.36035000 -0.43463000 -0.43463000 -0.47923000 0.34323000 -0.00289640 -0.01285100 -0.01285100 -0.01285100 0.000 0.000 0.000 -0.436 0.000 0.000 -0.432 0.411 0.000 0.000 0.000 -0.101 0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 0.405 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.443 -0.033 0.414 0.414 0.000 0.000 0.000 0.000 0.000 -0.436 0.000 0.000 -0.432 0.411 0.000 0.000 0.000 -0.101 0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 0.405 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.443 -0.033 0.414 0.414 0.000 0.000 10.661685 NA 9.515576 7.475601 10.997271 10.310905 10.782431 12.380646 9.256170 9.655592 11.067136 11.505671 9.214147 10.550688 12.412739 10.342685 4.632024 11.644428 9.041999 9.850307 10.301470 9.749301 11.456703 12.626273 12.820371 8.343227 -1.036230 3.051320 9.614003 9.001395 11.9346733 11.8789808 11.7476651 -1.0362300 11.1158162 10.9165896 15.4500832 10.2105889 5.1536716 8.6625530 8.2235915 12.4673015 9.2672752 8.9439878 10.6282956 8.1926671 2.4232823 11.0944189 9.2857765 6.5030068 12.1863414 1.2857573 10.6455260 10.9803085 5.2857758 5.6077031 NA 9.5327545 NA 8.6951674 8.8202738 9.8503070 12.6340620 10.9092922 10.6763754 11.3153398 3.8218326 NA 6.7120413 10.1872468 5.5030084 3.6077091 11.2265305 10.9631438 9.4222551 12.7275795 11.0569358 9.8140352 8.7002504 9.0393276 6.7647482 10.3405164 9.1708627 0.5488312 -1.0362300 4.0082448 8.9241691 9.1962694 9.7631300 6.8155972 9.5776379 5.5785584 TCGA-P3-A6T8 54 0 NA 400 head and neck stage iva t4a n2 mx male 2010 NA yes head and neck squamous cell carcinoma 30 1980 2 white not hispanic or latino 1 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.462125e-06 6.935564e-07 10.2891499 0.1079556 10.1848132 5.3559254 6.6078437 10.6143052 2.8084468 6.2475497 8.7590493 16.0490567 6.3841224 9.0781036 6.9597470 -0.8919105 9.8662209 8.8477784 4.9544895 4.4299239 2.5674238 7.3464020 0.1079556 1.6929628 11.5271678 9.6616269 11.7197141 2.4299373 10.3547382 10.1469166 10.1220180 10.3852850 0.6929628 2.4989401 4.8628828 9.3901941 NA 1.4299105 13.9007879 8.7097683 9.0875514 10.7590494 7.9721837 9.4106366 11.6177726 5.8761829 -0.8919105 13.8545644 13.1396988 8.9393048 NA 12.0328101 5.5700500 11.8716250 7.5592088 6.9783627 4.4299239 -0.8919105 0.1079556 1.4299105 0.1079556 14.3095400 14.6986727 10.7217871 12.8050738 NA 5.0621951 11.8503071 2.9153488 2.6929628 8.8728691 11.4647247 4.8084365 18.1690312 10.0570948 3.5003177 2.4299373 3.5003177 11.4968222 9.3594801 5.3559254 10.9984861 10.1469166 15.6555098 9.5561140 7.9783621 5.4830386 11.4321782 10.5877779 5.7518547 12.9601662 9.3487890 9.8119013 11.6217252 NA 8.3319994 11.5064741 9.0505120 2.2779253 4.5674298 4.2779253 6.3174506 10.0005405 10.1841451 1.1080226 2.6929628 NA 5.4830386 1.9153679 11.0770243 5.4117787 13.1477735 9.2303599 10.3974402 4.7227065 13.2327652 5.8893567 8.6490941 11.8125498 9.5332135 9.3594801 10.0688829 8.0534416 12.7168300 12.0016784 1.9153679 10.3076700 6.8153564 8.2602826 11.6882562 8.0178907 12.1661585 8.9297715 0.6929628 7.1469169 2.2779253 0.0368720 1.0767000 1.0443000 0.5657800 0.0332830 0.0332830 0.5334400 0.0413170 -0.4031800 0.0408920 0.1059900 -0.4288700 -0.4288700 -0.4248400 0.5039400 -0.1748700 -0.1991200 0.8441500 -0.0067813 0.0030522 0.0000000 -0.0434660 -0.4352800 -0.4258200 -0.4258200 0.0146090 0.0718220 0.0718220 -0.0740100 0.0105640 -0.4248400 -0.1234300 0.0583670 -0.5256300 -0.4077100 -0.4361500 -0.4263700 -0.4263700 -0.4476000 -0.4401600 -0.0557690 -0.0557690 -0.1074900 -0.4335500 -0.4335500 0.0464170 -0.4312000 0.0413170 -0.4485700 -0.4117900 -0.9090400 0.0569400 -0.4656800 -0.9260000 0.0393370 -0.1658600 -0.2394200 -0.0067813 0.0030522 0.0030522 0.0136320 0.0153080 -0.0608050 0.0468420 -0.4344200 -0.4361500 -0.0132640 -0.4258200 -0.4258200 -0.4841800 0.0645110 -0.6755400 -0.0740100 -0.0740100 -0.0740100 -0.441 0.000 -0.199 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 -0.426 -0.426 0.000 0.000 -0.107 -0.107 0.000 0.000 -0.168 0.000 0.000 0.000 0.127 0.553 -0.375 0.000 0.554 0.554 0.000 0.000 0.492 0.000 -0.412 0.000 -0.425 0.000 0.000 0.000 -0.441 0.000 -0.199 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 -0.426 -0.426 0.000 0.000 -0.107 -0.107 0.000 0.000 -0.168 0.000 0.000 0.000 0.127 0.553 -0.375 0.000 0.554 0.554 0.000 0.000 0.492 0.000 -0.412 0.000 -0.425 0.000 0.000 0.000 11.8883323 0.6929628 10.6015529 5.2779215 12.1345211 13.0706876 9.7821898 10.1598863 10.6806979 9.7733336 11.8622588 12.2161953 7.2779225 11.5732554 9.8728692 10.5269044 4.4492708 12.9601662 9.3464025 9.8119013 10.9791328 10.5384502 11.4220143 12.8882206 13.0871548 8.0766644 -0.8919105 3.5003177 10.3618451 9.4060602 10.5062069 12.4734999 10.3027545 0.6929628 11.3186690 10.3404185 14.1062778 8.8084375 6.6778535 8.5363580 8.3817934 11.3568147 9.0505120 8.3817934 10.4517385 9.2308255 2.5674238 11.0005404 8.1496567 5.3933990 13.8545644 2.6929628 10.5088770 10.7217871 5.2372807 5.9659782 2.8084468 9.3283760 1.4299105 9.3945553 9.8205246 9.8119013 11.6217252 9.6938991 11.5064741 11.0658252 3.5003177 3.6929628 8.7146618 12.4355503 6.0268598 5.7373542 11.0770243 11.4663741 10.3974402 12.3310943 10.5295366 10.0186403 10.0424257 10.0688829 8.7874778 9.8418604 10.5938269 NA NA 9.8075700 9.3996518 8.7446223 10.0379958 6.9088970 9.9814417 5.7079113 TCGA-QK-A64Z 79 1 641 553 head and neck stage iva t4 nx mx female 2011 NA no head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 NA NA 2 3 1 2 2 3 0 0 0 0 0 0 7 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.358092e-06 1.283079e-06 9.8910775 NA 10.7860660 1.7413160 4.2007633 10.0800667 1.7413160 5.0632570 8.3761415 16.6618460 6.4692511 7.8859885 8.0900584 NA 9.4547169 9.7979680 5.3111870 3.2007554 6.1759577 7.9868830 -0.2585977 -1.2587703 9.0081168 7.1966572 10.9255858 2.9892662 10.4827973 10.4382978 10.6197645 10.7989837 -1.2587703 -0.2585977 3.2007554 9.4973445 NA NA 13.6348215 6.8757567 9.8980012 11.2838786 6.5678785 4.8287940 11.4641378 2.9892662 NA 11.8416642 14.0818411 8.8808817 0.3263072 12.2891888 5.8175056 11.0451111 6.7966133 7.4486896 2.2007554 NA -1.2587703 1.5486832 -0.2585977 15.2334010 16.4734582 11.1136513 12.4704200 NA 1.5486832 11.0244187 NA 1.3263072 9.7553508 10.9996019 NA 18.8345080 9.9635215 NA 1.0632268 1.5486832 11.3608626 6.4417706 4.7186082 11.2140897 10.6958901 15.3424482 9.1507214 7.5678785 2.7413375 11.4705262 10.1675951 2.9112506 12.3255882 8.6270268 12.5223826 11.5115812 NA 8.5144695 11.0004851 6.5678785 0.3263072 2.7413375 3.5993059 7.2727119 10.1806418 11.3363546 NA 0.7413160 NA 6.0267315 NA 11.3923820 -1.2587703 12.7881986 10.0485653 10.9363949 0.7413160 12.6463412 7.1379348 9.4649913 11.3672674 7.0677602 9.0092875 9.2313489 7.3887888 10.2833949 11.3237075 2.7413375 10.3173422 4.7413321 8.3035725 12.0728072 8.0700055 11.3668109 9.2371853 -1.2587703 10.6871399 NA -0.00950790 -0.00950790 1.70670000 0.86746000 -0.00232050 -0.01606600 0.07315100 0.07315100 -0.43167000 0.41701000 0.41701000 -0.43428000 -0.43645000 3.65690000 0.37928000 0.00058942 0.00058942 0.32209000 -0.01666900 -0.00868000 -0.01464100 0.00600490 0.01241100 0.00170520 0.91344000 0.00156030 0.01018100 0.01018100 0.00072809 0.03175300 0.00000000 0.00000000 -0.00950790 -0.00950790 0.00906620 -0.43775000 -0.43775000 -0.43775000 -0.43775000 -0.01446900 -0.01446900 -0.01446900 -0.44908000 -0.05937000 -0.06614500 -0.06614500 -0.00232050 -0.41879000 -0.01323000 -0.43167000 -0.43645000 0.36744000 -0.43991000 -0.43991000 -0.00121250 0.00058942 0.00058942 -0.01831800 -0.00868000 -0.00868000 0.00031210 0.00031210 0.00600490 0.00711750 0.00711750 -0.37985000 0.01241100 -0.43569000 -0.43569000 0.00156030 0.00156030 -0.05506100 0.00072809 0.00072809 0.00072809 -0.439 0.000 0.000 0.000 0.322 0.000 0.000 0.000 0.000 0.000 0.000 -0.380 0.000 0.000 -0.436 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.422 0.000 0.000 0.000 0.867 0.000 0.000 0.000 0.000 0.000 -0.432 0.417 -0.425 0.367 0.000 0.000 -0.439 0.000 0.000 0.000 0.322 0.000 0.000 0.000 0.000 0.000 0.000 -0.380 0.000 0.000 -0.436 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.422 0.000 0.000 0.000 0.867 0.000 0.000 0.000 0.000 0.000 -0.432 0.417 -0.425 0.367 0.000 0.000 11.165497 NA 9.684043 6.333787 12.010603 11.423647 10.099432 11.378181 7.774753 9.440903 10.074486 11.461361 7.348661 11.095855 9.802701 10.260475 5.090057 12.325588 6.828793 12.522383 11.191253 10.044540 11.034515 12.487010 13.191188 9.970750 1.741316 4.785723 10.243665 8.888535 11.4450176 12.3123719 11.5062019 NA 11.3858626 10.9178152 15.3458672 9.7193257 5.5615094 9.1228733 8.5710529 12.6342526 8.7886723 7.8986776 10.5235095 8.7071148 6.1759577 10.9734514 8.7733760 4.3560381 11.8416642 0.3263072 10.7778474 11.1136513 4.8074219 4.0632613 -1.2587703 9.3587978 NA 9.5844663 7.7993218 12.5223826 11.5115812 10.8754357 11.0004851 11.2216156 3.4417756 -0.2585977 7.2593544 11.0081169 7.2251457 3.3851825 11.3923820 11.1488636 10.9363949 12.3152142 10.4895232 10.3838333 9.0834051 9.2313489 6.3035725 10.5702602 9.7979951 NA 0.7413160 2.8287940 9.6600221 9.5860360 9.9779426 6.4348167 9.5003862 5.0811820 TCGA-QK-A652 60 0 NA 645 head and neck stage iii t1 n1 mx male 2013 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 1 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.59518e-06 3.467782e-07 9.0451778 NA 10.3429689 2.7597737 5.0985754 10.5971252 7.3411977 7.1027652 8.9795135 16.8527220 6.8571885 7.2421680 7.8571879 1.2572521 9.7214805 8.9783744 5.4757983 6.5488296 9.0785178 7.2943643 0.2572521 NA 7.2345550 11.6659587 10.9769491 3.1317376 10.8664539 10.2666372 10.7316571 10.7313190 0.2572521 NA 3.5792043 8.7318733 NA NA 13.8969927 6.7384017 9.6544792 11.2881721 8.3197710 7.4371845 11.8756606 4.1317459 NA 13.0434767 12.0354892 9.4892963 0.2572521 11.6384575 11.4166104 11.8811566 7.5083629 7.5941536 2.2572822 NA 1.6723348 -0.3277104 -1.3277104 16.0145950 16.8546468 10.9978992 12.4267826 NA 3.7167056 11.2752435 NA 2.7597737 9.3107486 10.9285213 0.2572521 18.1285226 11.1144786 NA 0.6722896 1.2572521 11.5499802 10.6873792 5.0646285 10.8810743 10.3792403 15.0291256 9.4908948 6.0985775 2.8422347 11.5650452 9.4305358 5.0473508 12.1258328 7.3934119 9.8670694 11.0457216 -1.3277104 8.6118920 10.3465049 4.5792043 NA -1.3277104 3.8422347 7.5209353 8.9565582 9.3976789 2.3727571 4.3727502 3.1958673 5.9011324 -1.3277104 10.7050472 -1.3277104 12.7536296 9.5677896 10.4487457 4.2269015 13.0182029 3.1958673 7.7029795 11.2269015 8.3710173 8.7262386 9.6841339 11.5457567 11.0859406 10.5411352 1.8422548 10.8102643 6.1069408 9.8664538 11.4577651 8.7424337 12.2210142 8.8422375 0.2572521 11.4411173 2.1317541 0.00819590 0.00819590 0.21345000 0.89133000 0.00958830 0.00958830 0.00332990 0.00332990 -0.32867000 0.32495000 0.32495000 0.00138680 0.00138680 0.00138680 0.00138680 0.00041593 0.00041593 0.00992490 0.00653780 -0.02712400 -0.02712400 0.00903120 -0.00124730 0.06107900 0.06107900 -0.14322000 0.30457000 0.30457000 -0.00360110 -0.01326400 -0.01326400 -0.01326400 0.00819590 0.00819590 0.00819590 -0.33814000 -0.33814000 -0.33814000 -0.33814000 -0.00705760 -0.31494000 -0.00526100 -0.00526100 -0.31771000 -0.31771000 -0.31771000 0.00958830 0.00332990 0.00332990 -0.32867000 0.00138680 0.00138680 0.00000000 0.00000000 0.00000000 0.00041593 0.00041593 0.00653780 -0.02712400 -0.02712400 -0.00830050 -0.00830050 0.00903120 -0.01297300 -0.01297300 -0.00124730 -0.00124730 -0.30803000 -0.30803000 -0.14322000 -0.14322000 -0.03817000 -0.00360110 -0.00360110 -0.00360110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 -0.143 -0.143 0.000 0.000 0.305 0.305 0.000 0.000 0.000 0.000 -0.180 0.158 0.000 0.000 0.574 -0.318 0.000 0.000 0.000 0.000 -0.329 0.325 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 -0.143 -0.143 0.000 0.000 0.305 0.305 0.000 0.000 0.000 0.000 -0.180 0.158 0.000 0.000 0.574 -0.318 0.000 0.000 0.000 0.000 -0.329 0.325 0.000 0.000 0.000 0.000 10.562957 NA 9.804607 6.770344 10.606372 10.127121 11.021041 11.891481 8.783448 10.002109 10.607846 11.165167 8.334091 10.378265 11.747792 10.341198 5.283929 12.125833 8.432201 9.867069 10.249269 9.814420 11.017718 12.434646 12.575253 8.589685 2.257282 3.372757 9.739747 8.955401 10.7928745 11.8177672 12.2246215 1.8422548 11.3098432 10.6326766 13.3677008 9.4996554 6.7330085 9.0254594 8.7477919 12.1810978 8.4672807 8.2628996 10.7002186 8.7847523 9.0785178 9.9755226 8.6074775 7.2345550 13.0434767 1.9942539 10.4900957 10.9978992 6.3089378 6.9669334 3.5792043 9.7471230 0.9942176 9.2943643 9.3640561 9.8670694 11.0457216 10.0049086 10.3465049 11.0795804 1.2572521 4.0985796 7.6567023 12.5474860 6.9059321 4.0646328 10.7050472 11.2957369 10.4487457 12.2768659 10.4928906 10.4099825 8.7663904 9.6841339 6.7703441 10.3938391 9.6666661 5.2269015 0.2572521 5.3447397 9.9826016 8.9202403 9.7544616 6.2796422 10.4305359 5.0473508 TCGA-QK-A6IF 61 0 NA 704 head and neck NA NA NA NA male 2013 NA yes head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.975899e-07 3.121004e-07 10.0830093 NA 10.1230750 -0.6217103 4.5481653 11.1554965 6.3669254 8.5876946 9.0821448 15.3984181 6.5279883 6.3894687 7.5729980 1.9632152 9.6010361 9.7024217 5.0506671 5.7532809 10.3163504 8.7291802 5.2111329 NA 6.7532809 10.7780531 11.5998282 NA 10.3425820 10.4171601 10.6751573 10.2791079 1.3782342 0.3782897 3.7001733 9.6623713 NA NA 10.7080375 8.2079641 8.9251357 11.3490661 8.4253649 5.7001706 10.3859693 6.9328301 NA 12.4130401 11.6996056 8.5803649 6.7091583 9.8800783 6.1959932 10.4185309 5.5075251 7.1530281 NA 0.3782897 5.4006097 1.9632152 NA 14.0229976 14.4650777 9.0838737 12.5455025 -0.6217103 4.2851285 10.4164742 5.6636435 6.4443308 9.6046533 10.8745957 4.2362247 17.4643618 13.8248722 3.1855970 -0.6217103 3.7705542 11.3775365 9.2806163 4.2851285 11.6959392 9.8128694 14.6751573 9.8630641 5.2608838 6.5876950 10.4362329 10.0066867 5.8700934 11.5305133 11.8956645 11.8489000 11.2501464 NA 9.1546741 11.3269734 7.9518885 0.3782897 NA 7.3782411 7.7532803 8.3148791 11.0007506 5.4867659 4.4226367 3.6261704 8.1431128 1.9632152 10.6485364 1.7001733 12.3062042 9.6244354 10.5017159 4.5075219 13.2832520 6.9251354 7.8539744 11.0528748 9.0959176 8.9594418 11.1571971 5.1331278 10.2516852 10.3200224 2.7001733 12.6559644 8.8499164 9.5139504 11.1095602 8.4362331 13.1505557 8.5049457 -0.6217103 9.0400192 0.9631782 -0.00498440 -0.00498440 0.01544700 0.01126100 0.00742210 0.00742210 0.00805670 0.00805670 0.00638710 0.00638710 0.00638710 0.00000000 0.68570000 0.00545410 -0.00622860 -0.01739100 -0.01739100 0.52503000 0.52503000 0.01223700 0.01223700 -0.00954260 -0.03435900 0.01307400 0.01307400 -0.05752000 0.58202000 -0.01615400 -0.04281800 -0.01367700 -0.01367700 0.00847430 -0.00498440 -0.00498440 -0.00498440 0.00513590 0.00513590 0.00513590 0.00513590 0.00277450 -0.60226000 -0.60226000 -0.20261000 0.01126100 0.01126100 -0.00277070 0.01194700 0.00805670 0.00805670 0.01098200 0.00545410 0.00545410 -0.64586000 0.00055459 0.00013863 -0.41652000 -0.62484000 0.41993000 0.01223700 0.01223700 0.00430210 -0.01631400 -0.00954260 -0.64706000 -0.64706000 -0.03435900 -0.05714900 0.01307400 0.01307400 -0.05752000 0.23411000 -0.00526100 -0.04281800 -0.04281800 -0.04281800 -0.630 0.000 0.000 0.000 0.525 0.525 0.000 0.000 0.000 0.000 -0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.630 0.000 0.000 0.000 0.525 0.525 0.000 0.000 0.000 0.000 -0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.059040 2.378234 10.845638 5.548165 10.329526 10.814932 10.007598 13.229014 13.870219 11.361591 9.928026 10.859031 8.403381 10.922240 10.916430 11.385268 4.666598 11.530513 13.532426 11.848900 10.802932 10.610662 10.826357 13.355611 12.866458 10.229990 1.378234 6.517792 9.930910 10.013052 10.780187 11.710278 12.815603 5.355520 11.873347 10.470338 14.419125 9.641510 10.137297 9.972566 9.648536 12.634007 9.519263 8.886036 10.108711 9.999377 10.316350 10.404765 10.560635 10.527353 12.413040 5.607061 9.646198 9.083874 5.932829 9.605857 5.133128 9.877090 1.963215 9.730285 10.116333 11.848900 11.250146 10.495884 11.326973 10.922240 6.497183 NA 7.260884 10.645613 10.563736 5.587695 10.648536 11.376126 10.501716 12.827648 10.155496 9.869092 10.684303 11.157197 6.092487 10.474956 10.217445 8.709158 4.246134 7.192022 11.130028 10.109560 9.064742 7.320755 9.866081 5.963204 TCGA-QK-A6IG 69 1 222 218 head and neck stage iii t2 n1 m0 male 2013 NA yes head and neck squamous cell carcinoma 40 1973 1 white not hispanic or latino 4 6 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 5 7 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.745205e-06 9.363011e-07 10.1593883 NA 10.3814611 0.8261925 3.9961537 11.1892726 -0.7587700 5.1481613 9.1223844 15.6366372 5.8262332 7.8669790 9.2381252 -0.7587700 8.9330140 9.0356863 4.9691919 1.2412911 9.3247499 7.9030485 NA NA 7.3180863 4.5632008 9.5586830 2.2412605 10.9012664 9.9163454 9.5766608 9.9742858 NA 0.2412300 2.0486198 8.1148069 NA -0.7587700 12.0941900 7.2911191 11.2746934 9.1954667 6.8923218 4.8851253 11.1200877 2.5632070 NA 7.5676998 10.8323252 8.7881650 1.5632070 7.2580789 1.5632070 10.1231491 6.8633227 7.5450510 -0.7587700 NA NA 2.9417073 2.9417073 15.7585704 16.3884681 11.8681202 12.5430524 NA -0.7587700 11.5479018 NA 1.2412911 8.5010135 10.7530231 0.2412300 17.8168725 12.3891113 NA -0.7587700 0.2412300 11.1315347 7.8522954 5.0992531 9.7490651 11.6630723 15.4612141 9.1421372 5.0226297 1.2412911 11.8729022 11.0777153 2.0486198 10.6965977 9.0961388 9.5197200 10.3954556 NA 8.9066062 9.9666367 5.1481613 NA NA 3.8262332 6.4409422 7.6032139 8.0709930 NA 0.8261925 NA -0.7587700 NA 10.6675351 NA 12.6517218 8.6558076 9.7784888 3.2412758 13.5175403 3.4111957 7.5631986 12.0654336 7.5944172 8.8299849 10.0702319 7.9172277 10.3563141 10.3240848 2.4111822 8.7920172 4.3287360 9.2883943 10.8742657 8.1330543 12.9721651 8.5404784 NA 7.3705532 -0.7587700 -0.0060109 0.0221040 -0.0405380 0.3920700 0.2648100 0.2648100 -0.0816610 -0.0816610 -0.2317100 0.6398500 0.6506700 0.0938490 0.1229300 0.2022400 0.2267800 0.5270600 0.4447000 0.5200600 -0.0585190 -0.1703600 -0.1703600 -0.3697900 0.2081800 -0.0466400 0.2097100 0.0443590 0.8720000 0.8720000 0.0080021 0.0482520 0.0000000 -0.0221220 -0.7021200 0.0445130 -0.3065600 -0.0601330 -0.0449190 -0.0449190 -0.0449190 -0.0622840 -0.2032000 -0.2032000 -1.1923000 -0.3913700 -0.3913700 -0.4770600 0.2648100 -0.0816610 -0.0816610 -0.2844300 0.1229300 0.2022400 0.1676900 0.1676900 0.1676900 -0.0046283 -0.1593000 -0.0585190 -0.1813700 -0.1813700 0.3029100 0.2534600 -0.3697900 -0.0500220 -0.0873700 0.2081800 0.1615400 0.2097100 0.2014600 0.0507580 0.0919630 -0.1995100 0.0482760 0.0482760 0.0080021 0.168 0.168 0.368 -0.159 0.520 0.000 -0.170 0.303 -0.370 -0.404 0.000 0.208 0.208 0.000 0.201 0.000 0.000 0.000 0.000 0.872 0.872 -0.200 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.392 0.001 0.265 0.265 0.105 0.000 0.408 0.640 0.227 0.227 0.000 0.000 0.168 0.168 0.368 -0.159 0.520 0.000 -0.170 0.303 -0.370 -0.404 0.000 0.208 0.208 0.000 0.201 0.000 0.000 0.000 0.000 0.872 0.872 -0.200 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.392 0.001 0.265 0.265 0.105 0.000 0.408 0.640 0.227 0.227 0.000 0.000 10.709385 NA 9.007004 7.753023 11.145529 9.042170 7.941710 11.063443 8.339303 9.047014 10.836994 10.172008 7.692482 10.330059 11.302304 9.626054 4.883973 10.696598 9.718017 9.519720 10.624975 9.819643 10.409943 13.524283 13.754813 2.411182 -0.758770 4.563201 9.531289 8.958947 11.1200877 12.1780924 9.8365279 NA 10.5643252 11.4688864 13.5241380 8.0193478 6.5450510 8.5744259 7.8994820 11.5637620 9.5436353 8.7007022 10.7144688 10.9982437 9.3247499 10.1246775 8.9657843 6.4310947 7.5676998 2.4111822 10.1360882 11.8681202 5.7170046 5.9691919 0.2412300 10.2056113 NA 8.5220412 11.2088570 9.5197200 10.3954556 11.0172921 9.9666367 11.2405658 6.0356855 0.8261925 7.1116354 9.7139612 4.9417120 2.7007060 10.6675351 11.0164692 9.7784888 13.0128631 11.1578964 10.1504135 9.2636382 10.0702319 8.0992515 10.4921609 9.3432461 2.4111822 -0.7587700 4.3705549 8.9992771 9.1910972 9.0534478 6.5173954 9.5068855 4.5988237 TCGA-QK-A6IH 65 0 NA 653 head and neck stage ivb t4b n2b m0 female 2013 NA yes head and neck squamous cell carcinoma NA NA 3 white not hispanic or latino 1 3 NA NA 3 3 1 2 2 3 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.184703e-06 6.242008e-07 6.7352175 NA 9.9570247 3.1826764 4.4852400 9.6723910 -0.7242777 3.1826764 8.3658985 15.6180520 6.6156370 7.9087817 8.1766529 NA 7.9196428 9.6078228 4.5611856 2.8607443 10.0381684 6.0571470 NA 1.2757818 9.5600320 4.6333382 10.3625860 1.2757818 9.7845715 9.8465908 10.4711585 10.1086763 NA 2.0831453 NA 8.3676712 NA 2.0831453 12.5281561 4.1337690 10.7560716 8.7372656 7.1275353 5.9051439 11.5115014 -0.7242777 NA 10.4381776 11.9060534 10.3986143 NA 12.9149009 6.0889260 11.8054609 5.5425738 7.2299830 -0.7242777 NA -0.7242777 3.0831453 2.5977219 14.5407401 15.2418882 12.1811733 12.0557108 NA 1.2757818 11.1181367 NA 0.2758414 8.8265332 11.7998382 NA 18.9824172 9.2080012 NA NA 0.2758414 10.8105755 6.6766652 4.2757893 9.2791637 11.0710143 14.6762655 8.7166556 6.8904965 4.1826764 12.3293729 10.0587846 -0.7242777 11.2602012 7.0505735 10.4185316 10.3921303 7.5977144 8.8812657 9.5852627 6.0959645 0.2758414 NA -0.7242777 6.8682435 8.5284518 7.3790742 NA NA 2.8607443 5.3632482 -0.7242777 10.1086763 NA 14.5534006 8.5672332 8.9499787 4.7352189 13.0888660 2.9762170 6.4852400 11.1834281 8.3816948 8.6377301 9.3856170 9.1259731 10.0604211 10.2953770 NA 9.2343389 5.0571470 8.2587799 11.0762818 8.8756993 11.8178509 7.7716413 0.2758414 10.1584293 NA 0.080024 -0.070937 0.168650 0.274900 0.000000 0.000000 1.339700 0.079880 -0.703300 0.938950 0.972730 -0.676740 -0.676740 -0.676740 0.032986 -0.235160 3.656900 0.049256 0.041883 0.128140 0.168950 0.109500 0.071545 -0.667440 -0.335950 -0.068395 0.051245 0.084498 -0.175160 0.046700 -0.051586 -0.051586 -0.105390 -0.828670 -0.070937 -0.675910 -0.675910 -0.668460 3.656900 0.110380 0.113910 0.117850 -0.685510 -0.666890 -0.666890 -0.673340 0.000000 0.073690 0.078582 -0.688150 -0.676740 0.055515 -0.692330 -1.292900 -0.673610 -0.261350 -0.675910 0.041883 -0.678750 -0.678750 0.038257 0.040751 0.109500 0.080456 0.080456 0.081466 0.071545 -0.672420 -0.672420 -0.068395 -0.141680 -0.200870 -0.164340 -0.168530 -0.169930 -0.692 -0.692 -0.235 -0.670 0.000 0.000 0.128 0.000 0.109 0.000 0.000 0.000 0.000 -0.677 -0.677 0.000 0.000 0.000 0.000 0.000 0.000 -0.201 -0.315 0.000 0.000 -0.668 -0.668 0.000 0.000 -0.392 -0.667 0.000 0.000 -1.293 0.000 -0.686 0.939 -0.677 0.000 -0.164 -0.164 -0.692 -0.692 -0.235 -0.670 0.000 0.000 0.128 0.000 0.109 0.000 0.000 0.000 0.000 -0.677 -0.677 0.000 0.000 0.000 0.000 0.000 0.000 -0.201 -0.315 0.000 0.000 -0.668 -0.668 0.000 0.000 -0.392 -0.667 0.000 0.000 -1.293 0.000 -0.686 0.939 -0.677 0.000 -0.164 -0.164 9.780605 NA 8.853725 2.735219 11.499185 10.232888 8.020620 11.778370 8.841840 9.111837 10.647018 11.195767 5.990031 9.937564 11.641289 8.832292 4.722045 11.260201 7.465610 10.418532 10.034010 8.935782 10.745937 13.517455 12.921895 7.379074 NA 4.860749 8.759602 8.303692 10.5414014 11.9101436 11.4356577 NA 10.7820939 11.6173051 14.7796062 9.8607488 4.8904953 8.5331740 7.9339980 13.0462437 8.0814978 8.5021985 10.3744764 9.1275353 10.0381684 9.5319951 8.5565570 4.4050666 10.4381776 2.0831453 9.7269974 12.1811733 5.9762261 2.9762170 NA 9.0766863 -0.7242777 8.1614826 7.0239794 10.4185316 10.3921303 10.8969225 9.5852627 10.5565571 NA NA 6.7835811 9.2602047 2.5977219 1.8607642 10.1086763 10.7601057 8.9499787 13.1465363 10.8654374 8.9087814 8.3472489 9.3856170 7.9411222 11.9692733 8.4013548 1.5976980 3.3632552 2.4457002 9.1194719 8.8168829 9.2658902 7.1584289 8.9552663 3.2757818 TCGA-QK-A6II 52 1 284 225 head and neck stage iva t4a n2c m0 male 2013 NA yes head and neck squamous cell carcinoma 30 1983 4 white not hispanic or latino 3 3 NA NA 3 1 2 1 2 3 0 0 4 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 4 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 4 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 4 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 5 0 4 0 0 4.750861e-06 1.803247e-06 6.6974472 NA 9.4389999 NA 0.4028313 8.8206790 2.9877938 4.5321112 8.2037263 16.6756566 6.9952833 7.1643780 8.3801065 NA 7.9952833 9.7111655 4.7603806 3.2101862 11.5359686 6.2608067 NA NA 2.2101706 6.7515548 10.0690504 1.4028313 10.3936395 9.3671673 9.5852208 10.3134691 NA NA NA 8.0242925 NA NA 12.6055625 2.9877938 10.3320848 8.5951191 6.1032668 2.9877938 12.6422758 0.9877574 NA 10.6830172 12.3606540 8.6578551 NA 12.5785319 7.0371296 12.2021080 5.7951435 4.6122817 NA NA NA 5.1307456 3.7951435 15.9843505 16.6847301 12.6206327 10.1751409 0.9877574 -0.5972778 10.7077481 1.7247376 NA 8.4608183 11.5614361 NA 19.1404270 9.1426069 NA -0.5972778 -0.5972778 10.9066522 7.5975833 5.8946795 8.9444845 11.1264873 14.7096713 8.4472205 NA 2.2101706 12.3801063 9.0340035 1.9877938 11.3104682 8.6531249 9.4279660 10.7565246 NA 8.6882286 9.4742888 1.7247376 NA NA NA 7.1239258 7.5626981 6.6219947 -0.5972778 NA NA 2.2101706 NA 10.8689029 NA 14.0546069 9.5482110 9.1136328 3.9263885 13.8043060 5.2101823 5.6696136 11.3082134 5.8122184 9.3700527 9.3971798 11.4648725 7.8248913 8.7908437 NA 8.6928453 3.7951435 7.0175367 11.6104509 9.0064529 12.5934228 8.1136328 NA 10.7128711 NA 3.3337e-03 1.4600e-02 5.4177e-03 -6.5012e-03 3.9745e-03 3.9745e-03 5.6775e-01 -7.1920e-03 -1.7937e-02 1.0947e+00 1.1003e+00 -3.0437e-03 -3.0437e-03 -3.0437e-03 5.6775e-01 -3.4589e-03 -3.4589e-03 9.7445e-04 9.7445e-04 -1.0366e-02 -1.3123e-02 5.9738e-03 2.9725e-03 -2.7669e-03 -2.7669e-03 -9.1249e-03 5.8453e-01 -3.7357e-03 7.2129e-02 0.0000e+00 3.4726e-03 3.4726e-03 3.3337e-03 3.3337e-03 1.4600e-02 -7.8825e-03 -4.0517e-03 -2.0746e-03 -1.7661e-02 -7.7444e-03 -5.9701e-01 -5.2572e-03 -2.9053e-03 -6.5012e-03 -6.5012e-03 -6.5012e-03 3.4479e-05 -7.1920e-03 -7.1920e-03 -1.7937e-02 -3.0437e-03 -3.0437e-03 -5.5337e-03 -5.5337e-03 -5.5337e-03 -3.4589e-03 -3.4589e-03 9.7445e-04 -1.0366e-02 -1.0366e-02 -6.1878e-03 4.3059e-03 5.9738e-03 -1.4775e-02 -1.4775e-02 2.9725e-03 2.9725e-03 -2.7669e-03 -2.7669e-03 -5.3581e-01 -9.1249e-03 2.2231e-03 -1.0229e-02 -1.0229e-02 7.2129e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.568 0.568 0.000 1.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.568 0.568 0.000 1.104 0.000 0.000 0.000 0.000 9.460818 NA 9.236143 7.203727 10.454035 9.267013 10.877039 12.002507 6.157715 10.204535 11.605868 10.435561 7.890666 10.148501 11.397180 9.484976 3.370918 11.310468 7.894680 9.427966 9.937129 8.529531 10.609230 15.287022 12.744484 4.760381 NA 4.157715 9.238877 8.662570 10.9574153 10.9636369 10.2677864 NA 9.7962168 10.7653183 13.7760158 8.3246675 4.3097146 8.3714931 6.3915117 12.1618824 7.4316714 8.7134391 10.8175117 8.3686108 11.5359686 9.2117905 8.2576947 6.2357156 10.6830172 0.9877574 9.7865307 12.6206327 7.0175367 5.5727502 -0.5972778 10.4742888 0.9877574 8.4982233 9.1084589 9.4279660 10.7565246 10.2451768 9.4742888 10.1825458 0.9877574 NA 6.7157095 9.2900470 3.6507531 3.4902877 10.8689029 9.6448095 9.1136328 13.8196239 11.2238031 9.4553944 7.2608076 9.3971798 6.9263885 10.7476771 7.5877018 1.7247376 NA 1.4028313 10.1230279 9.1743158 8.9303033 6.5525738 8.5525734 2.7247594 TCGA-QK-A6IJ 71 0 NA 387 head and neck stage iii t2 n1 m0 male 2013 NA no head and neck squamous cell carcinoma 40 1963 1 white not hispanic or latino 3 7 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.288736e-06 9.363011e-07 7.7201444 NA 9.0333608 NA NA 10.5323161 8.0391740 4.4503403 8.3416327 16.0234056 6.0811052 6.6254254 8.6124863 NA 8.2476864 8.9328540 3.5836033 4.4030359 11.8501163 7.2840449 NA NA 1.8180734 5.1108518 9.8010642 NA 9.8459766 9.4876644 10.1756225 9.9203088 NA NA NA 7.9828168 0.4961044 NA 12.8404384 4.3541206 11.2270371 8.4357215 7.1826426 2.3034885 11.6641877 1.4961555 NA 10.2112465 11.1149868 8.2103879 2.3034885 12.5592004 5.1362447 11.0946603 5.5405357 6.6356935 -0.5038956 -0.5038956 NA 2.3034885 0.4961044 17.0133580 17.3479152 13.5284465 11.4858917 NA NA 10.4798487 -0.5038956 2.4961300 6.5622317 11.2966380 NA 18.5987026 10.5855930 NA NA 0.4961044 10.4819844 6.7629294 6.2643262 9.0549459 11.8597297 14.2961323 8.5378016 5.4268786 3.3035031 12.0976811 10.3726594 NA 10.8985684 7.2443353 9.8852360 10.2701058 NA 8.7815446 9.4604833 6.7722671 NA NA NA 6.4619263 7.5622317 7.8755208 -0.5038956 NA 0.4961044 6.8180708 NA 10.2601847 1.0811351 13.3503291 6.9376763 8.8602772 3.8180734 12.9282928 2.4961300 6.2510298 11.4568685 6.0811052 8.7838547 9.3099238 8.2840449 5.9224072 8.1507785 -0.5038956 7.9055332 3.6660635 8.1756224 10.6729389 8.5622317 11.8668299 6.8970213 NA 9.8225719 NA 3.6569000 0.0597940 0.3218900 0.1246100 0.0270760 0.0270760 0.0000000 0.0000000 -0.2705700 0.6669700 0.2891300 -0.4761800 1.1672000 -0.2227300 -0.1479700 0.1305100 3.6569000 0.0192510 0.0196430 -0.0950740 -0.0689980 -0.0497890 -0.0123000 -0.0841300 -0.0841300 -0.1102400 3.6569000 3.6569000 0.0211830 0.0080162 0.0119850 0.0084741 0.0597940 0.0597940 -0.1064400 -0.2590200 -0.2590200 -0.2590200 -0.2590200 -0.0404800 -0.0442410 -0.0442410 -0.0484900 -0.2538200 -0.2538200 -0.2538200 0.0270760 0.0000000 0.0040243 -0.2705700 -0.0851920 -0.2227300 -0.0391220 -0.0391220 -0.0391220 0.1144800 0.1712100 0.0123940 -0.0950740 -0.0950740 -0.0525310 -0.0525310 -0.0518560 0.1949700 0.1949700 -0.0123000 -0.1281000 -0.0841300 -0.0841300 -0.1102400 -0.1102400 -0.1899900 -0.0154330 -0.0154330 0.0211830 0.000 0.000 0.171 0.171 0.000 0.000 0.000 0.000 0.000 0.195 0.195 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.191 0.474 -0.190 -0.118 0.000 0.000 0.028 0.287 0.000 0.000 0.125 -0.129 0.000 0.000 0.000 0.000 0.019 0.289 -0.148 -0.148 0.000 0.000 0.000 0.000 0.171 0.171 0.000 0.000 0.000 0.000 0.000 0.195 0.195 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.191 0.474 -0.190 -0.118 0.000 0.000 0.028 0.287 0.000 0.000 0.125 -0.129 0.000 0.000 0.000 0.000 0.019 0.289 -0.148 -0.148 0.000 0.000 8.813555 NA 7.760257 4.496143 9.911884 8.797639 9.398518 12.190065 5.939085 8.997980 11.787313 10.503170 6.799923 9.448884 9.389444 9.594175 3.702469 10.898568 10.565592 9.885236 9.883083 8.110852 9.983982 13.851801 12.084389 8.779231 NA 4.354121 8.934934 8.415006 9.7652692 11.2860836 12.5176430 -0.5038956 9.1218513 11.2493592 13.9803920 8.2643267 5.4961427 7.3970089 7.3290321 11.4528816 7.7626013 9.4430488 10.4590385 9.2069489 11.8501163 9.3353464 8.6760516 6.0659988 10.2112465 3.0811010 8.9139949 13.5284465 6.4848277 6.1965815 -0.5038956 9.5662634 -0.5038956 7.8090253 7.5676048 9.8852360 10.2701058 10.3298232 9.4604833 10.3649650 NA NA 6.2510298 9.1561385 6.5185100 2.0811010 10.2601847 9.6884353 8.8602772 13.1574752 10.5198969 9.6908993 7.8270594 9.3099238 7.8536944 11.0231306 7.3099238 4.2510298 NA 8.1034730 10.5009739 8.3695864 8.3848856 7.8404387 8.6685698 3.4961427 TCGA-QK-A6V9 56 0 NA 567 head and neck stage ii t2 nx m0 male 2012 NA no head and neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 2.358092e-06 1.005657e-06 9.6678448 -1.4161921 10.4834352 NA 1.1686420 11.0269033 8.1965692 7.2806678 9.1392485 15.7683049 7.4416818 8.0204122 8.7219724 NA 9.4221167 9.8510727 5.7129836 4.7129864 10.9092872 9.8563304 6.2347523 0.1686420 5.5262160 9.6443966 11.5550646 -1.4161921 9.3022336 10.6470958 11.0104896 10.4416817 NA 1.7536045 2.3910528 9.4009082 -1.4161921 NA 14.6434254 6.8173201 8.8845909 11.3107703 6.7536259 3.5378924 11.6462528 1.3910528 NA 13.0012236 13.9694283 9.5092552 6.0513068 13.9683496 6.0083704 11.6222768 4.0431345 5.9500228 -1.4161921 NA 3.0431345 1.7536045 2.0431345 15.2321685 15.5892227 10.6301426 13.4485639 NA 2.3910528 10.4586820 5.4785189 1.3910528 10.4181717 12.1902216 4.4905894 18.6519660 11.2354252 4.8125188 -0.4163846 1.5837116 11.5727403 7.2020866 2.1686741 11.1737708 10.1165436 14.3148075 9.1733518 2.9760153 7.0954529 10.7830663 10.1449887 5.4416827 13.3719607 11.2754442 12.4310517 10.9709103 0.1686420 9.3344076 11.4128288 6.6711631 NA NA 4.4905894 8.1592401 9.5025639 10.5606228 3.2841439 1.9056205 NA 10.7784576 NA 7.5085134 3.9760153 12.7131447 9.6934399 8.5963251 0.5837116 12.0200218 7.7155578 8.9335349 10.0477359 9.6321875 10.0131074 10.7933308 5.3910562 8.2596576 8.4260509 3.3385813 11.4432355 4.2561275 9.3707870 12.4039794 7.9952114 11.5252986 8.9190910 -1.4161921 10.3882351 0.1686420 0.00541390 0.00541390 1.26710000 0.59890000 0.00110930 0.00110930 -0.00456950 -0.00456950 0.00166420 0.00166420 0.00166420 0.00044294 0.00044294 0.00044294 -0.01904000 -0.00761010 -0.00761010 0.00000000 0.00000000 -0.61920000 -0.61920000 -0.00263480 -0.02315500 0.00555290 0.00555290 0.49649000 -0.63481000 1.12860000 -0.05765400 -0.00902230 -0.00902230 -0.00539920 0.00541390 0.00541390 0.00541390 -0.62865000 -0.62865000 -0.62865000 -0.62865000 0.57296000 0.57296000 0.57296000 0.62351000 0.00263570 0.00263570 0.00263570 0.00110930 -0.00456950 -0.00456950 -0.00817980 0.00044294 0.00044294 -0.62350000 -0.62350000 -0.88550000 0.61552000 -0.61911000 0.00000000 -0.61920000 -0.61920000 -0.00013862 -0.00013862 0.00166420 0.01186900 0.01186900 -0.02315500 -0.02315500 0.00555290 0.00555290 0.44851000 0.49649000 0.00402430 -0.04997900 -0.04997900 -0.04997900 -0.624 -0.624 0.000 -0.611 0.000 0.000 -0.619 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.496 0.496 0.000 0.000 -0.635 0.494 0.000 0.000 0.000 0.000 -0.620 0.000 0.573 0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.624 -0.624 0.000 -0.611 0.000 0.000 -0.619 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.496 0.496 0.000 0.000 -0.635 0.494 0.000 0.000 0.000 0.000 -0.620 0.000 0.573 0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.249481 -1.416192 10.462828 6.526216 7.617124 11.206183 13.108916 11.155453 7.505542 9.737253 10.862731 10.634570 9.091495 10.553807 12.547319 11.118247 4.752021 13.371961 9.191031 12.431052 10.847263 11.092733 11.107018 13.169498 12.532250 12.564644 1.753605 5.338588 9.529145 10.494343 10.9420772 11.5842289 12.0744263 2.7536259 11.8359226 10.3222153 14.4198482 10.2940766 9.8238958 9.5444267 8.8702584 12.3901496 10.3301562 8.6896091 10.6905907 9.6744748 10.9092872 10.9307684 10.5858125 8.5780541 13.0012236 2.9760153 10.0015532 10.6301426 6.0183293 6.9674050 2.7536259 9.8800434 0.5837116 8.6948363 10.4529090 12.4310517 10.9709103 10.9872454 11.4128288 11.8218068 0.5837116 NA 9.5829961 10.1719469 8.0715407 2.1686741 7.5085134 10.9459185 8.5963251 12.3410907 10.2410192 9.8393194 9.0214528 10.7933308 7.3910554 10.9423519 10.2780585 5.6060691 NA 9.8633113 10.6546769 10.1812877 9.2428047 8.6671800 9.6777783 5.6389832 TCGA-QK-A6VB 66 0 NA 641 head and neck stage iva t4a n0 m0 male 2013 NA yes head and neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 2 NA NA 2 2 1 2 3 1 0 0 0 0 0 0 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 7 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 4 0 0 0 4 0 0 4 0 0 0 6 0 0 0 0 0 0 7 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 1 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 6 0 0 7 7 0 0 0 0 0 0 4 0 5 0 0 1.182514e-05 4.161338e-06 7.78482915 NA 11.05807509 2.67301362 4.42507656 10.80120523 9.25955097 2.51253031 9.53229689 13.69902112 7.55436322 7.05443610 8.73228073 NA 9.99967338 8.22274130 5.82595858 -0.57497045 9.77932917 9.45367663 NA -1.57475556 9.56782511 6.11856738 11.87744983 -0.57497045 11.20951021 11.01590082 11.07747675 9.85448663 NA 2.59500231 1.88451978 9.63816581 NA NA 11.93349367 3.23243052 9.96587142 11.39266641 6.61983701 4.59500231 11.62429212 2.94863822 NA 12.05489181 11.51849742 8.72771867 NA 12.54564176 3.71048136 12.36951741 4.76492996 7.25480282 -1.57475556 NA NA 1.88451978 0.42502955 13.36355405 13.09792615 11.07500963 12.94539160 -0.57497045 3.23243052 10.63575122 -0.57497045 0.74700062 10.44571264 11.77090088 NA 17.45794082 9.42367040 4.65389695 1.23241517 1.01006368 11.66139311 6.21949575 3.06892872 11.59278964 10.27174559 14.71392792 10.04941840 7.18663129 6.98350099 11.56718691 9.58872962 2.23244587 12.44796779 6.81309751 9.36098158 11.27585271 -0.57497045 8.93584394 9.78702362 8.58116291 -1.57475556 NA -0.57497045 8.12551938 8.80986361 9.95646139 0.01006368 0.01006368 -1.57475556 3.55436783 NA 9.78647548 6.51254296 11.78428034 8.96059830 11.45522970 3.78262873 12.96478395 5.77380912 8.77601908 10.70845765 8.40092767 9.48104015 10.33989475 9.83447073 10.05898327 8.91191474 1.23241517 11.18891468 4.33197029 8.98827624 11.92617062 7.74700801 10.82649272 9.44119171 -0.57497045 10.37454190 0.01006368 0.268440 0.304730 0.510200 0.437830 0.456090 0.456090 -0.043331 -0.043331 -0.146180 1.291200 0.872090 -0.562340 0.054091 -0.542390 -0.571600 0.843170 -0.050370 0.405770 0.408440 1.500100 -0.056276 -0.078011 0.338040 -0.086607 -0.036674 0.094527 0.765230 0.765230 0.020203 -0.055095 -0.055095 0.412620 0.268440 0.268440 0.269380 -0.535610 -0.535610 -0.535610 -0.530830 -0.518870 -0.518870 -0.518870 -0.518870 -0.531110 -0.521020 -0.593400 0.456090 -0.016841 -0.061420 -0.146180 -0.542390 -0.542390 1.269600 1.254300 -0.542090 0.843170 -0.579700 0.408440 -0.041159 -0.041159 0.415130 0.415130 -0.078011 0.364930 0.364930 0.338040 0.316910 -0.036674 -0.036674 0.094527 0.146820 -0.587940 0.029888 0.029888 0.043015 0.712 -0.542 0.843 0.000 0.408 0.408 0.000 0.415 0.000 0.365 0.365 0.338 0.338 0.000 0.000 0.147 0.147 0.000 0.413 0.765 0.765 0.450 -0.119 0.268 0.268 -0.531 0.000 -0.519 -0.519 -0.083 -0.521 0.456 0.456 0.000 0.000 -0.146 -0.146 -0.542 -0.542 0.000 0.000 0.712 -0.542 0.843 0.000 0.408 0.408 0.000 0.415 0.000 0.365 0.365 0.338 0.338 0.000 0.000 0.147 0.147 0.000 0.413 0.765 0.765 0.450 -0.119 0.268 0.268 -0.531 0.000 -0.519 -0.519 -0.083 -0.521 0.456 0.456 0.000 0.000 -0.146 -0.146 -0.542 -0.542 0.000 0.000 10.364292 -1.574756 9.503057 3.425083 10.236455 10.443259 13.479345 11.634990 8.603745 8.246854 13.424054 10.451257 7.010042 11.358378 10.089527 10.806623 4.893173 12.447968 10.783731 9.360982 10.151724 10.921185 10.248447 12.797120 12.323492 11.418726 NA 1.010064 8.921934 10.540449 11.4020019 12.1188935 11.1326547 1.7470006 11.9344838 11.1675999 13.4299534 10.4289491 7.6777450 9.2178702 9.3528578 11.2832552 9.6470475 8.9729384 10.7208488 9.8136353 9.7793292 11.0384090 9.5277118 4.0100458 12.0548918 2.8173981 10.7228559 11.0750096 4.6149042 2.0100279 4.9169352 9.3528578 NA 9.8280919 9.6161391 9.3609816 11.2758527 11.2284038 9.7870236 12.5565350 -1.5747556 NA 8.1974108 9.6994579 2.1255189 2.5950023 9.7864755 12.0091028 11.4552297 12.3563714 10.7156748 10.2555950 7.6124321 10.3398948 8.7345562 10.4484877 10.0779248 -0.5749705 NA 9.2869421 7.8913602 10.1563989 10.0819517 8.2340443 11.1272525 4.3319703 TCGA-QK-A6VC 62 0 NA 600 head and neck stage iva t4a n1 m0 female 2013 NA yes head and neck squamous cell carcinoma NA NA 1 black or african american not hispanic or latino 3 1 NA NA 2 3 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 6.450075e-06 2.011314e-06 8.9134136 NA 11.1060588 1.2731578 4.0805212 10.2850948 8.0479560 7.9349469 8.6889105 16.6157123 7.9942680 7.9061643 8.5905814 0.2732175 9.6633377 8.5376114 6.2342139 7.0010895 7.2561624 8.2590107 1.2731578 -0.7269019 10.1504529 4.1800603 11.1462284 0.2732175 9.9482437 10.3031461 10.5085847 11.5379046 0.2732175 0.8581402 1.8581402 8.9678052 0.2732175 -0.7269019 12.6599743 4.5950978 9.6673741 10.6978600 8.7888687 5.5210979 14.1436298 -0.7269019 NA 13.1017020 11.4424675 9.0917509 2.2731578 12.1834367 6.5603267 12.9971496 5.8581302 7.8988777 0.8581402 3.7967327 -0.7269019 4.1311532 NA 16.0958880 16.4705139 10.6820292 12.2977890 5.6994323 3.6654837 9.1044761 0.8581402 2.0805212 10.0347200 11.2411155 3.0805212 18.3559623 11.6057648 -0.7269019 1.5950739 1.2731578 11.8082011 7.7569846 5.1558099 10.3206336 10.0861483 14.8956210 9.5928408 4.0805212 3.7967327 10.9792330 8.9170250 4.9736067 12.5357041 10.3914610 11.8961357 10.9251174 4.4430960 8.7789803 10.1404475 5.6307200 -0.7269019 -0.7269019 3.3606312 7.2389531 9.2461487 9.5689377 3.0805212 0.8581402 -0.7269019 8.0413531 -0.7269019 10.7331126 0.8581402 13.7987508 8.9249203 10.7356711 2.8581402 13.4174287 3.2731727 8.8674934 11.2005764 7.0869504 9.3148279 10.1407564 8.6740482 11.1107967 9.6362084 0.2732175 8.8468161 6.2273656 7.9061643 11.8382709 7.8841937 12.0657558 8.7140380 -0.7269019 11.7202520 1.2731578 -0.05185600 -0.05185600 0.32410000 0.28089000 -0.00582940 -0.00582940 0.14905000 1.59980000 1.62230000 -0.00059148 0.38303000 -0.19925000 -0.19925000 -0.20698000 0.17242000 0.08637700 0.04945200 -0.01271300 -0.01271300 -0.06786000 0.25445000 -0.19462000 0.14191000 -0.12278000 -0.12278000 1.44640000 -0.20635000 0.24582000 0.02939900 0.00000000 -0.36113000 0.31659000 -0.05185600 -0.05185600 -0.05185600 -0.18370000 -0.18370000 -0.09696200 -0.09696200 -0.21987000 0.32527000 0.16415000 0.16415000 -0.38493000 -0.20809000 -0.20809000 0.01502800 1.93560000 -0.00968060 -0.40804000 -0.59643000 -0.20698000 0.22484000 0.22484000 0.02788300 -0.04441500 0.04945200 -0.01271300 -0.06786000 -0.06786000 -0.03585700 -0.03585700 -0.19462000 0.07988000 0.07988000 -0.20149000 0.14191000 0.00138680 0.00138680 -0.01794100 -0.01629200 -0.01560400 0.03467700 0.03467700 0.03467700 0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.195 0.000 0.000 -0.060 0.142 -0.123 0.000 0.000 0.000 0.000 0.181 0.039 0.246 0.000 0.000 0.365 0.000 0.000 0.000 -0.043 0.164 0.073 -0.208 0.000 0.000 0.143 0.000 -0.169 0.239 -0.207 -0.207 0.000 0.000 0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.195 0.000 0.000 -0.060 0.142 -0.123 0.000 0.000 0.000 0.000 0.181 0.039 0.246 0.000 0.000 0.365 0.000 0.000 0.000 -0.043 0.164 0.073 -0.208 0.000 0.000 0.143 0.000 -0.169 0.239 -0.207 -0.207 0.000 0.000 10.902070 NA 9.870113 6.973609 9.960544 10.088520 13.156003 12.269819 8.926014 9.963167 11.427354 9.044658 9.128037 10.405669 11.052888 10.773015 5.824070 12.535704 8.480183 11.896136 10.325737 10.510976 12.005972 13.081109 12.276335 9.460521 NA 1.858140 9.394702 11.886958 10.9614191 12.0259675 12.5298198 2.9736113 11.3048700 10.9792330 13.1111859 7.3606320 7.5305569 8.9007026 8.8123275 12.8751716 8.4307432 9.5055897 10.4801648 8.8712211 7.2561624 10.8272779 9.4075951 9.0692083 13.1017020 3.8581302 10.0602551 10.6820292 8.8025994 8.6825596 1.2731578 10.1404475 1.2731578 10.0104161 10.1381287 11.8961357 10.9251174 9.9770724 10.1404475 10.7433192 NA 0.8581402 8.0110243 10.1740356 8.6719125 2.9736113 10.7331126 11.0524778 10.7356711 12.7229623 10.5287875 10.5712314 9.4203738 10.1407564 5.9170259 10.7625150 9.9367269 4.5585738 1.2731578 10.9679619 11.5156998 9.0708304 9.6772459 8.2871892 11.0095707 5.0280563 TCGA-QK-A8Z7 59 0 NA 198 head and neck stage iva t4a n2c m0 male 2013 NA yes head and neck squamous cell carcinoma basaloid type 8 1973 5 black or african american not hispanic or latino 2 2 NA NA 2 2 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.4570763 NA 12.2633975 0.8168045 5.0456483 10.6925805 7.6685801 5.7826156 9.3106866 14.1783980 8.0456499 8.0456499 9.3714199 -0.1831136 9.0576225 8.7342032 5.4575089 3.4606901 -0.1831136 9.8741461 3.0647622 3.3403914 8.9305733 5.1743824 11.5773432 1.4017943 10.7582456 10.5887332 10.8108309 8.2885062 1.9867386 1.8168454 3.6748109 7.7140112 -0.1831136 -0.1831136 13.1385479 4.3086812 9.5386482 11.5723447 7.9409525 6.2346833 11.0824461 1.8168454 NA 11.9490095 10.4678829 8.0552358 -1.1831136 11.2211744 5.8576128 11.8671900 7.4927881 5.0066571 -1.1831136 1.1387489 1.1387489 1.9867386 1.1387489 13.6226254 13.7280527 10.6249909 12.3933155 NA 4.5447512 11.0626809 1.9867386 2.8168250 8.7312162 12.1136040 -0.1831136 16.3175019 9.3186682 6.3482129 0.4017397 1.8168454 11.5263458 6.6177305 2.9867568 11.1370930 10.9390120 14.9035893 9.7070954 6.2597753 3.6241828 10.0275024 9.5310767 1.6241945 13.1732102 9.6193475 10.8409319 11.1146072 -0.1831136 9.1798708 10.8097695 8.8653179 1.9867386 NA 3.0647622 6.3325307 10.0072732 8.5850155 1.6241945 7.1206122 NA 6.0066548 NA 10.0311502 8.1183275 13.0952080 8.8113259 10.2803555 4.2762659 12.4399124 7.7593456 9.2680423 10.9870692 7.8111846 9.0214023 10.4352946 4.9665781 10.4116222 8.4892563 2.4017943 8.1655593 5.2925646 8.1983738 11.1924137 8.7724812 11.1572376 8.8748228 0.4017397 11.9284559 0.8168045 1.0417000 -0.1260300 2.4865000 0.1345000 0.2894500 -0.2072200 3.6569000 -0.0515860 0.0000000 0.0000000 0.0000000 -0.7055900 -0.6532300 1.3431000 0.0982700 -0.2563000 -0.2563000 -0.0216470 -0.1191300 0.6840300 -0.3510100 1.1470000 0.1331700 0.1784500 0.1319900 -0.5239900 0.1431000 0.1431000 -0.0242760 -0.7374000 0.1435500 1.0017000 -0.1815700 -1.2929000 -0.1214000 -0.6843300 -0.6843300 -0.6843300 -0.6843300 -0.6973200 0.1508400 0.1508400 -0.2285900 0.6812400 -0.6694700 -0.7152400 1.1294000 0.7017600 0.6745400 0.0000000 -1.2929000 0.1007400 0.0716780 0.0933470 -0.0120240 -0.2563000 -0.2317800 -0.1751200 -0.2172300 -0.1992500 -0.6688300 0.1196100 0.3828700 0.1724200 0.1849500 -0.7125600 0.8326500 -0.0186280 0.0339720 -0.7397600 -0.6973000 -0.6849700 -0.0371650 -0.0053992 -0.0242760 0.000 0.000 -0.256 -0.256 0.000 0.000 -0.199 -0.669 0.383 0.152 0.152 0.120 0.833 0.178 0.178 0.812 0.812 0.144 0.144 0.143 0.143 -0.685 0.176 0.442 -0.108 -0.607 0.000 -0.229 -0.229 0.000 -0.669 1.129 1.129 0.313 0.313 0.000 0.000 -0.647 0.000 0.000 0.000 0.000 0.000 -0.256 -0.256 0.000 0.000 -0.199 -0.669 0.383 0.152 0.152 0.120 0.833 0.178 0.178 0.812 0.812 0.144 0.144 0.143 0.143 -0.685 0.176 0.442 -0.108 -0.607 0.000 -0.229 -0.229 0.000 -0.669 1.129 1.129 0.313 0.313 0.000 0.000 -0.647 0.000 0.000 0.000 10.131414 -1.183114 10.535107 1.986739 10.665063 14.122519 9.671700 11.956223 12.506392 8.365653 11.140730 12.410572 6.531077 10.293577 10.174933 10.580459 5.767416 13.173210 10.349674 10.840932 10.897982 10.183700 11.906181 13.175129 13.561823 14.352501 -1.183114 3.723722 9.844737 10.807644 10.6860394 12.1123131 9.1622365 2.2762584 11.3071806 10.9920688 14.7973034 10.0171167 7.8802263 9.8454280 9.2945893 11.1929565 10.4911602 8.2304591 10.3805040 10.1638988 -0.1831136 10.5916182 11.0941185 7.4998260 11.9490095 3.8612209 10.4710196 10.6249909 6.2844364 4.6241886 3.3403914 9.1611271 NA 9.5181375 10.4530025 10.8409319 11.1146072 10.6933481 10.8097695 11.4017936 8.8557502 1.9867386 7.2346833 8.7955416 7.7797272 3.8168352 10.0311502 11.2803555 10.2803555 12.3701004 10.1421365 10.4566240 7.4570763 10.4352946 9.4588827 9.7941110 10.5704658 5.4315394 1.4017943 4.3403914 7.7431272 10.2864730 8.9370689 7.8612253 10.2716445 4.7710298 TCGA-QK-A8Z8 60 1 171 NA head and neck stage ivc t3 n1 m1 female 2013 NA no head and neck squamous cell carcinoma 80 NA NA black or african american not hispanic or latino 1 2 NA NA 2 2 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.1619663 NA 10.6808616 0.7107899 2.4111822 10.2066107 8.8153545 4.8806806 8.9128795 15.9617757 7.3618078 6.0145361 8.4656431 NA 9.8316415 8.5733931 5.9586826 1.2957230 8.8528628 10.0343735 3.2957230 1.8806855 2.4111822 0.2957230 11.5138778 NA 10.4929349 10.5911045 10.7929048 10.3787543 NA 1.0326651 -0.2892982 8.9971865 -1.2891219 2.6176511 12.9551939 5.1537000 9.2689946 11.6264484 8.8061526 6.3902360 10.8515855 0.7107899 NA 11.1768322 13.2049238 7.9443753 -1.2891219 11.4000985 8.5637999 11.6104902 7.7414232 5.9586826 1.0326651 2.9586757 -1.2891219 1.0326651 -1.2891219 15.1975279 15.3301348 9.7510454 12.8043383 NA 3.6176511 11.1309791 NA 1.5181322 10.0494921 10.4822452 0.1330374 17.2905615 9.0661067 2.1701815 0.2957230 -1.2891219 12.1399009 6.6236445 6.1453840 11.5626082 10.2120953 14.4957228 9.9244675 7.9822190 1.2957230 10.8987263 9.8968700 3.0326827 13.6358808 8.4555894 8.7275642 10.7170818 NA 8.4454652 10.6240192 8.0966182 NA NA -0.2892982 7.5625050 9.7058162 9.7875714 2.1701815 2.6176511 NA 2.0327004 NA 10.3451130 -1.2891219 11.2667827 9.8188031 10.2328468 2.2957230 12.5604540 0.7107899 8.9551195 11.1568051 6.3328082 9.3636006 9.5331512 9.2303921 7.1073604 8.7022776 NA 10.2155747 5.9586826 7.8554142 11.7436624 8.2205307 11.7781901 8.9479656 NA 11.8627236 -0.2892982 -0.0091286 0.0084743 0.7413800 0.1518800 0.0028582 0.0028582 3.6569000 0.0171240 3.6569000 0.0089571 0.0214630 -0.7164900 -0.7164900 -0.7164900 -0.7568500 -0.0103700 -0.0103700 0.0249690 0.0107030 -0.6884300 -0.7116700 0.0058309 0.1581600 2.7354000 0.5281800 -0.7637200 0.0000000 0.0000000 0.4336100 -0.0051227 -0.7344000 0.0839200 -0.0091286 -0.7388800 0.0025962 -0.7321400 -0.7321400 -0.7321400 -0.6987500 0.0312950 0.0311550 0.0311550 -0.7280000 -0.0200370 -0.0200370 -0.0588760 0.0076392 0.0171240 0.7015700 -0.7298500 -0.7164900 -0.7164900 0.7391000 0.6998900 0.0080567 -0.0410260 -0.0103700 -0.0156040 -0.7096200 -0.7096200 0.0162860 -0.0060904 -0.0140440 -0.0117490 -0.0321780 -0.7553800 0.6703000 -0.7154200 -0.7241800 -0.7637200 -0.0454990 0.0162860 -0.1605200 -0.1605200 -0.1552700 0.000 0.000 0.000 0.000 0.000 0.000 -0.710 0.000 0.000 0.000 0.000 -0.597 0.158 2.665 1.950 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.018 0.717 -0.691 -0.691 0.152 0.000 0.000 0.000 -0.727 0.000 -0.720 0.000 -0.716 -0.716 -0.155 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 -0.710 0.000 0.000 0.000 0.000 -0.597 0.158 2.665 1.950 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.018 0.717 -0.691 -0.691 0.152 0.000 0.000 0.000 -0.727 0.000 -0.720 0.000 -0.716 -0.716 -0.155 -0.155 10.044470 1.032665 8.880480 4.234317 11.526139 14.141358 12.290779 12.183700 7.986880 7.019095 13.231313 11.033529 7.276809 10.438251 9.952143 11.255479 5.832806 13.635881 10.182939 8.727564 9.843898 10.419839 10.210103 12.274852 11.747788 11.694640 -1.289122 3.295723 8.890665 12.795647 11.154476 12.043492 11.677622 1.710746 11.758221 11.104950 14.355203 9.269176 5.452223 9.567959 9.348286 11.689109 9.146863 9.409460 10.203110 8.690895 8.852863 11.089051 9.032684 8.139116 11.176832 2.295723 10.544832 9.751045 5.688035 6.050606 3.465648 8.755150 NA 8.746929 9.601780 8.727564 10.717082 10.330976 10.624019 11.497638 6.511656 NA 6.295718 9.590339 7.157839 4.354614 10.345113 11.753099 10.232847 12.256927 10.943776 11.055329 8.377867 9.533151 8.672205 9.613131 9.800868 2.032700 1.518132 8.039431 9.293058 9.360012 9.729651 8.338290 10.816991 5.819280 TCGA-QK-A8Z9 56 1 449 352 head and neck stage iva t4a n2b m0 male 2013 NA yes head and neck squamous cell carcinoma 35 NA 2 black or african american not hispanic or latino 1 6 NA NA 1 3 3 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4206816609 -0.9991346426 10.8699297647 5.7820808808 7.5931782045 10.9751361154 -0.9991346426 6.6227737187 9.1453796648 16.1976693806 6.1402735423 8.3293963188 7.7522655609 NA 9.8048525110 9.7115279451 5.1190407087 6.0230889803 4.2861270835 8.0881845386 -0.9991346426 0.5857317330 13.7178088425 8.8446426893 11.3430740383 2.0007211672 10.2331424540 10.3505555902 10.8776221033 10.1007267201 2.4601658947 2.7011719775 4.8833666606 9.3311791828 NA 0.0007211672 15.3022355867 6.4353502284 9.6633899875 11.0351766407 8.6553575536 7.9076123637 10.3930389119 1.3226781013 NA 13.1356290861 13.1768167474 10.0661376384 1.0007211672 12.4026676642 3.8080760893 12.4947020338 7.6117463333 8.0721840659 0.5857317330 NA NA 2.4601658947 0.5857317330 16.4044964351 16.2184077866 9.6490791985 11.9059204704 -0.9991346426 4.7286443425 10.9307195994 0.5857317330 3.8080760893 8.9195847024 10.7417671234 0.9825829469 18.0453397700 11.1507860953 NA 3.1706461687 3.1706461687 11.3773896087 8.9403006752 4.0007211672 10.9252371604 10.3697735559 15.7033947618 9.0423805925 6.5321034072 4.9314608687 11.2976377180 10.0715133119 5.4269859219 11.7572090569 7.7421888275 11.9847838929 12.0312162489 NA 8.4143495191 11.1180399503 5.9894069894 3.9076117629 2.8080760893 4.5242831233 6.8649079308 9.2113928761 9.8288579687 NA 1.3226781013 -0.9991346426 5.5705782934 NA 10.8936437321 6.5398799784 12.1684532844 9.6120876093 10.1319353938 2.0007211672 13.3856401567 5.4436663205 8.5359969325 11.4888127213 8.7539384177 8.4945768165 10.2789444430 7.2052928003 13.1726801457 11.6856892647 2.4601658947 11.6177297622 7.2150407736 10.1837364782 11.3002157781 7.7622730642 12.0411824976 8.1831157688 3.0881924907 10.7514284882 0.5857317330 -0.0287390 0.3387800 0.3998700 0.4671700 0.3490200 1.2437000 3.6569000 -0.3246500 -0.6606300 -0.3075000 3.2443000 0.1483500 0.1990100 0.1837900 0.3780100 0.0125260 0.3097800 0.3378100 0.0000000 -0.3130800 -0.3320800 -0.3349600 0.0701130 -0.3349600 -0.3523300 -0.2343000 -0.3145200 0.5753300 0.9869200 0.2760900 -0.3393400 0.3305300 0.0091108 0.0091108 0.4338400 -0.2614800 -0.2614800 -0.2475700 -0.6576500 -0.6861000 0.0145490 -0.5200400 -0.0273200 -0.3200000 -0.3200000 -0.3386200 0.2992100 -0.3246500 -0.3246500 -1.1059000 -1.0105000 -0.3173200 -0.2837000 -0.2837000 -0.3230300 -0.3288300 -0.3278800 0.0000000 -0.3130800 -0.3130800 0.3586400 0.2989000 -0.3233800 -0.0869330 -0.1258200 -0.5639000 -0.6375900 -0.3276700 -0.3414900 -0.2343000 -0.3593600 -0.3240800 -0.0630900 -0.0746310 -0.0416250 -0.284 -0.284 -0.302 -0.302 0.338 0.338 -0.313 0.359 -0.323 0.000 0.000 0.000 0.000 -0.317 -0.317 -0.171 0.000 0.280 0.280 0.298 0.575 -0.324 0.000 0.000 0.000 -0.261 0.400 0.631 0.631 0.145 -0.323 0.276 0.000 0.000 -0.308 -0.654 0.000 0.184 0.331 0.000 0.000 -0.284 -0.284 -0.302 -0.302 0.338 0.338 -0.313 0.359 -0.323 0.000 0.000 0.000 0.000 -0.317 -0.317 -0.171 0.000 0.280 0.280 0.298 0.575 -0.324 0.000 0.000 0.000 -0.261 0.400 0.631 0.631 0.145 -0.323 0.276 0.000 0.000 -0.308 -0.654 0.000 0.184 0.331 0.000 0.000 1.160921e+01 7.211672e-04 1.091134e+01 5.728642e+00 1.045656e+01 1.381228e+01 9.720966e+00 1.131926e+01 1.082289e+01 1.015744e+01 1.115603e+01 1.187436e+01 8.066811e+00 1.068284e+01 1.127335e+01 1.011836e+01 5.694905e+00 1.175721e+01 8.790255e+00 1.198478e+01 1.060713e+01 1.107887e+01 1.158980e+01 1.281909e+01 1.286094e+01 6.666058e+00 NA 5.857317e-01 1.008885e+01 9.173149e+00 10.9439689 12.2209487 12.0705069 1.5856837 11.8163050 11.0898409 14.0686566 10.1498335 7.5856837 9.5978429 9.4734123 12.1156026 8.3659943 8.4845373 10.3277127 9.5095066 4.2861271 10.9259050 7.6337167 7.5005671 13.1356291 4.7820835 10.9805040 9.6490792 5.2486487 6.4101121 NA 9.8610326 -0.9991346 9.2174673 10.1332212 11.9847839 12.0312162 10.5345379 11.1180400 10.8458195 6.3494502 4.4601528 7.8399256 10.1370718 6.0775378 5.2675096 10.8936437 11.0045908 10.1319354 12.0987536 10.5577065 9.8879421 9.4875565 10.2789444 9.0573593 10.2241199 10.8332160 3.0881925 4.5242831 3.2486563 10.1863403 9.2768460 10.1580685 7.5705768 10.1731491 5.3045037 TCGA-QK-A8ZA 60 1 371 368 head and neck NA t2 n2b mx male 2013 NA yes head and neck squamous cell carcinoma 15 1983 NA black or african american not hispanic or latino 1 4 NA NA 2 2 1 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.58524275 -0.01931659 11.12279655 NA 0.98068341 9.85797369 7.89656915 8.71539921 9.61459299 14.29233140 7.76532456 8.12789427 9.03868117 NA 8.80086852 10.43293071 5.78804356 1.98068341 3.15060842 9.69149595 5.94647355 1.98068341 2.88758376 4.56565201 11.28760562 NA 10.58801982 10.74057767 9.79527197 9.35681485 NA NA 1.98068341 11.31764228 NA NA 15.62392565 3.62454545 9.71919559 11.49589654 8.95939981 8.18526051 11.26580267 6.29357281 -1.01917038 12.18281332 13.78995520 8.39854191 NA 12.12662166 8.14567185 12.24689041 6.99191634 3.50425173 NA 1.78805922 -0.01931659 2.44012832 3.30261151 13.95751672 13.92648308 9.56189010 12.38410103 -1.01917038 3.06815486 10.63218968 NA 0.56569465 9.36331346 11.67046913 -0.01931659 18.32855521 9.82852988 NA -1.01917038 NA 11.86657649 5.70860939 3.98069255 10.41466082 10.91806335 14.92091132 10.20348443 7.80723770 0.98068341 12.07625137 10.50474144 4.78804356 13.67590963 9.74307160 10.91879885 12.02115048 NA 8.83087643 11.85297961 8.31831142 -0.01931659 NA 7.40275457 6.89357942 9.31831142 9.02097911 0.56569465 2.30261151 2.88758376 7.88758010 -1.01917038 10.70988535 -1.01917038 11.98596315 8.77895070 10.34974156 1.30264075 12.47003573 0.98068341 9.33934074 11.00686708 6.98631422 8.67068740 9.90435117 4.95797030 9.57034073 8.55622860 2.44012832 10.99051813 3.56564591 8.17544626 11.47329378 7.97504316 11.32581750 8.95366917 -1.01917038 10.85950676 NA 0.4024400 0.7324000 0.8990900 0.7722700 2.9692000 0.1073400 0.1004500 0.1004500 -0.8003600 0.0365120 0.0080567 3.6569000 -0.7384500 2.3994000 -0.9256700 -0.7600300 3.6569000 0.3556100 0.3068100 0.0498240 2.6008000 -0.0540160 -0.1305700 0.1175600 0.1175600 -0.1071000 0.1358300 0.0296280 -0.3227500 -0.0852300 0.0068044 0.7819600 -1.1247000 -0.8337300 -0.0282510 -0.7665500 -0.7256200 -0.7349500 -0.7124800 -0.7248200 -0.7094400 -0.7094400 -0.7437700 -0.7618900 -0.7452500 0.0759910 -0.8093900 0.1004500 0.0552300 -0.7912600 -1.2929000 -0.7101100 -0.8147500 -0.7597800 -0.3411300 -0.8572800 -0.2863800 0.2549600 -0.1002600 -0.1042100 1.2398000 1.0786000 -0.3127300 -0.2047300 -0.2047300 -0.8177800 -0.1651000 -0.7400200 -0.7400200 -0.1071000 -0.2443600 0.7459400 0.7809600 0.7683000 -0.2562400 -0.760 -0.341 -0.695 -0.208 0.289 0.289 0.000 1.417 -0.123 -0.223 -0.223 -0.185 0.000 0.118 -0.622 -0.284 -0.284 0.789 0.789 0.000 0.000 0.000 0.271 0.373 0.373 -0.712 0.000 -0.677 -0.677 0.771 0.771 0.109 0.109 0.000 0.000 -0.791 0.000 -0.716 -0.716 0.768 0.561 -0.760 -0.341 -0.695 -0.208 0.289 0.289 0.000 1.417 -0.123 -0.223 -0.223 -0.185 0.000 0.118 -0.622 -0.284 -0.284 0.789 0.789 0.000 0.000 0.000 0.271 0.373 0.373 -0.712 0.000 -0.677 -0.677 0.771 0.771 0.109 0.109 0.000 0.000 -0.791 0.000 -0.716 -0.716 0.768 0.561 11.68545774 -0.01931659 8.89295014 9.04138537 11.25010842 11.58567353 10.48401836 10.57408059 6.97504316 9.62274115 13.43575980 12.08135185 7.57314651 10.97008403 10.65840913 11.74887382 4.58149587 13.67590963 9.32053951 10.91879885 11.97203419 10.58246032 10.31160642 13.02978758 13.54066401 11.69600803 -1.01917038 3.83866945 8.83555780 9.32387532 11.054162 12.739745 11.117360 -1.019170 11.400123 10.728043 15.412167 10.165565 6.997498 9.912166 9.145596 11.968309 9.479967 8.396431 10.193788 11.175754 3.150608 11.958327 9.798473 5.550544 12.182813 3.624545 11.820484 9.561890 4.595402 4.535275 7.104810 9.065498 2.302612 9.515965 7.937792 10.918799 12.021150 11.566826 11.852980 10.518393 3.788049 6.355728 8.204691 11.995059 11.079380 8.033258 10.709885 12.195767 10.349742 12.735994 11.240433 10.900670 8.214309 9.904351 10.167423 10.023033 10.345371 -1.019170 2.788038 7.436017 8.209893 10.312166 11.215507 8.168042 9.500326 5.624545 TCGA-QK-A8ZB 68 0 NA 542 head and neck stage iva t4a n0 m0 male 2013 NA yes head and neck squamous cell carcinoma NA NA 0 black or african american not hispanic or latino 1 4 NA NA 3 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.188725568 NA 10.293463947 1.583037624 4.168000125 10.442747496 7.967704099 6.258605604 9.328247665 15.722662593 8.110082875 8.249165612 7.944496556 -1.586839224 8.257036084 8.728264755 5.847743912 5.013028940 9.693305912 8.885806173 2.319993587 3.998078133 8.949362465 5.689240445 11.547060081 5.670503298 10.916692495 10.248770935 10.405345405 10.469414203 -0.001876724 1.480058269 3.320008033 9.291043350 -0.586839224 4.113558823 14.331652368 4.716897637 9.221580596 11.587884847 9.551387008 7.168003134 12.788629823 4.295759753 0.413160776 10.085540576 12.133145649 10.182539857 -0.001876724 12.536589997 12.194543543 12.307932959 7.595509628 8.280394043 0.998051046 NA 1.872552996 1.583037624 0.998051046 14.819817131 14.987879580 10.588664702 13.029376840 0.413160776 3.583037624 11.356911997 -1.586839224 3.413120146 9.527508284 10.235287637 1.413106603 18.774427181 10.194884746 -1.586839224 0.998051046 1.998087162 12.013144227 7.744031893 7.346806232 10.915705827 10.407468644 15.540646102 9.775606989 7.123921699 4.920907792 11.090394379 9.559047403 6.489931430 12.045224318 9.676384311 10.220067504 10.856317750 3.936675625 8.406053605 10.966024401 7.168003134 -1.586839224 -0.001876724 3.168000125 6.826742952 9.388963125 9.182126399 3.220469264 3.113550488 -0.001876724 5.698518545 NA 11.154371501 7.435482750 12.721098612 9.385951461 10.186666568 1.583037624 12.923941150 5.181301365 7.723727831 11.352327080 9.294994009 9.330487366 9.470518156 12.198158899 12.423905525 10.572986558 1.220453786 8.255465326 9.203463757 8.758520386 12.266132261 8.434095249 12.061248049 8.823566592 2.998069104 11.663413605 1.220453786 -0.43604000 -0.45104000 0.03340800 0.06436800 0.02034300 0.02034300 0.02496900 0.02496900 1.18940000 0.43463000 0.44054000 -0.43799000 -0.43799000 -0.43799000 -0.48096000 0.00000000 0.00000000 0.01251600 -0.02466100 -0.08346500 0.02132300 0.00569190 0.01042400 0.65811000 0.02454800 -0.43011000 0.01391100 -0.00083160 -0.09181600 -0.03095000 -0.42680000 -0.00929100 0.01028500 -0.37290000 -0.43832000 -0.43668000 -0.42844000 -0.43983000 -0.41729000 0.01712400 0.01992300 0.01544700 -0.50256000 -0.43138000 -0.43138000 -0.02123500 0.00433870 -0.41937000 -0.45616000 -1.29290000 -0.43799000 -0.43799000 -0.44405000 -0.44405000 -0.00055444 0.00000000 0.00833510 0.48975000 -0.43887000 -0.42985000 -0.04360200 -0.03040400 0.00569190 0.00527490 0.00527490 -0.46334000 0.01042400 -0.44243000 -0.45351000 -0.43011000 -0.03871400 0.00583090 -0.09802300 -0.10459000 -0.10171000 -0.443 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.000 -0.372 -0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.440 -0.440 0.000 0.000 0.000 -0.416 0.000 0.000 0.000 0.000 -0.008 0.437 -0.438 -0.438 -0.102 -0.102 -0.443 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.000 -0.372 -0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.440 -0.440 0.000 0.000 0.000 -0.416 0.000 0.000 0.000 0.000 -0.008 0.437 -0.438 -0.438 -0.102 -0.102 10.4344422 0.9980510 9.1236290 3.8393751 12.3774561 12.2980355 11.2380739 11.5407872 10.0273649 9.1629847 10.9023510 11.9123382 7.5111470 10.9231375 12.5489046 10.9952572 4.8565575 12.0452243 8.3570949 10.2200675 9.8346540 10.6625250 11.0978638 12.5949950 11.8480040 9.0855404 -0.5868392 1.4131066 9.1779868 11.4997490 10.063718 11.518860 12.518205 1.998087 11.276334 9.772865 13.943274 8.483236 6.796820 9.681072 9.153739 12.650997 8.581537 8.914952 10.511799 9.177157 9.693306 10.443782 7.940592 10.463644 10.085541 2.413107 10.532056 10.588665 5.233294 7.130792 3.113550 9.790868 -1.586839 8.578022 10.682826 10.220068 10.856318 10.465344 10.966024 11.512956 1.583038 8.285020 7.617099 9.905469 9.439639 4.521641 11.154372 11.917686 10.186667 12.266522 10.479204 10.848785 8.904968 9.470518 7.334956 9.796819 10.377095 2.113567 4.500579 8.103113 9.398530 9.541110 9.964823 8.281938 9.881230 5.027826 TCGA-QK-AA3J 69 0 NA 466 head and neck stage i t1 n0 m0 male 2013 NA yes head and neck squamous cell carcinoma basaloid type NA NA NA black or african american not hispanic or latino 2 2 NA NA 2 4 1 1 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.26654670 NA 11.79198028 0.71501475 1.97804916 10.28564577 9.28412728 5.81095459 9.33488421 16.11805644 5.99301535 7.42376976 8.65519796 1.20044158 9.64872176 9.24016046 5.80249310 1.20044158 3.29999190 9.10734865 -1.60691334 2.85253825 4.75065474 2.20047297 11.76474353 -1.60691334 10.47092014 10.96153420 11.07894681 9.97241896 NA 2.30000655 2.20047297 9.81741109 -0.60691334 NA 13.59495890 4.37038053 9.13437626 11.45210937 6.98929231 4.52238851 12.97253681 3.03696042 NA 13.11420220 12.14548364 8.95152369 0.39308666 12.00516518 7.89490020 12.96289929 7.70371605 5.91666533 3.39310039 NA -0.60691334 1.39308666 2.09352637 15.15026966 15.58778927 9.95391342 12.31103445 2.09352637 3.39310039 8.69459922 0.39308666 2.64103730 9.89990640 11.67633609 3.91226663 17.88876288 10.64931169 NA -0.02195084 0.39308666 11.89717711 6.67387438 3.25108280 11.49032859 9.90139293 14.98355848 10.00827286 5.51204354 2.09352637 10.09743896 10.26346769 3.48056242 13.14946908 8.99394518 10.81016431 11.91764470 NA 8.83915244 10.45109476 6.36464597 2.20047297 NA NA 8.06375908 9.33708285 8.83500979 2.91666772 1.85251827 NA 7.50944724 -1.60691334 10.25224947 8.17446285 12.15226301 8.85679090 11.48040010 4.69688409 12.69188159 2.85253825 9.18670630 10.77626729 8.93903288 9.55612358 9.93403019 10.11462952 10.26385297 9.76160940 3.71502574 11.45329229 4.56302997 8.14464703 11.50717066 8.11932142 12.55384108 8.33121211 NA 9.95056669 -0.02195084 -0.0253460 -0.0253460 0.7317000 0.7425200 0.0068426 0.0068426 -0.7349500 1.9795000 0.8429700 -0.0047982 0.0023581 -0.7285300 -0.7390500 -0.7499400 0.0020805 -0.7366100 2.1179000 0.0069435 -0.0052496 0.0034967 0.0160060 0.7856200 -0.0448960 0.0469480 0.0569400 2.2094000 0.0248290 -0.0054894 -0.1449000 0.0015255 0.0015255 0.6771500 -0.0253460 -0.0253460 -0.0191770 -0.7196000 -0.7225500 -0.7199500 -0.7199500 -0.7388800 0.0227250 0.0227250 0.0098669 -0.7462900 -0.7462900 -0.7462900 0.0283410 1.9795000 -0.7516700 -1.2929000 -1.2929000 0.0122260 -0.0134020 -0.0018544 0.0239460 -0.7410000 -0.7469800 0.0275920 -0.0049844 0.0034967 -0.7504600 0.0157270 0.0065262 0.0472730 0.0472730 -0.0448960 -0.0283550 -0.7365200 -0.7559900 -0.0930060 0.5484100 -0.7476000 -0.1162600 -0.1162600 -0.1449000 0.000 0.000 -0.737 -0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 -0.748 0.000 0.647 0.000 -0.720 0.000 -0.716 0.000 -0.004 -0.746 0.000 0.000 -0.741 3.657 -0.634 -0.634 -0.729 0.000 -0.145 -0.145 0.000 0.000 -0.737 -0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 -0.748 0.000 0.647 0.000 -0.720 0.000 -0.716 0.000 -0.004 -0.746 0.000 0.000 -0.741 3.657 -0.634 -0.634 -0.729 0.000 -0.145 -0.145 11.28981384 -1.60691334 10.65696778 4.12102369 11.89692874 10.35381816 11.13288358 12.63098515 8.34729936 9.66748113 10.48486890 12.03334794 8.09354275 10.78327198 12.62297328 11.28773131 4.48733842 13.14946908 8.73183933 10.81016431 10.71700221 10.62762106 11.98707762 12.32954679 12.84630933 12.17087202 -0.02195084 1.97804916 9.98789411 11.43886269 11.2715371 12.1711801 12.2505009 -0.6069133 11.9269194 10.7426607 14.9690111 8.4320219 7.3959179 9.0831009 9.2283639 12.5569099 9.9881879 8.6303130 9.2084782 8.8391524 3.2999919 11.5133409 8.9686423 8.7451466 13.1142022 2.0935264 10.4927795 9.9539134 7.4884997 6.8484302 0.9780492 8.6267228 -1.6069133 9.3603292 9.4963908 10.8101643 11.9176447 10.9660401 10.4510948 10.6917384 -1.6069133 3.2004573 8.1244222 9.5982854 7.5829278 3.3472971 10.2522495 11.2291534 11.4804001 12.8369531 10.4446518 9.9371014 9.3022462 9.9340302 8.3617697 10.4904768 10.0918077 1.7150147 0.2209490 10.6177077 9.1105825 10.3642872 9.6779271 8.6207191 11.0337999 5.7854198 TCGA-QK-AA3K 60 0 NA 253 head and neck stage iva t3 n2b mx male 2013 NA yes head and neck squamous cell carcinoma NA NA 4 black or african american not hispanic or latino 2 1 NA NA 2 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2797490 1.0820894 10.2678242 4.9565911 7.1118701 10.6974459 -0.5028731 6.1695863 8.9483713 16.1294171 6.8980402 8.2817951 7.3363637 NA 9.0324356 9.5305833 4.1410158 2.8190959 6.0670148 7.4513562 0.4971269 NA 9.8458885 7.1976001 10.4622230 2.8190959 10.1173801 9.9678191 10.2915762 9.8591041 NA NA 4.9565911 8.0978910 NA 4.8547138 11.7111758 5.8190882 10.0894024 9.8991064 8.9442435 8.2419941 10.8596520 3.8190857 NA 11.9328305 13.2826127 9.1976001 NA 7.1265166 3.7810869 11.3980270 7.1695853 7.3980271 NA NA 3.7450867 1.0820894 1.4971780 16.2019265 16.0483178 10.5786437 12.2501680 -0.5028731 2.8190959 10.3157424 NA 5.3300492 8.7355648 10.5679521 2.0821235 14.6893760 10.8819440 6.4629439 1.0820894 4.1410158 11.0192513 8.2250806 5.6670860 10.2764200 10.5531205 14.9249968 8.9463089 6.6570311 7.0207222 11.9401037 10.8291968 5.0821235 10.6894530 8.5925572 11.5537979 10.9197506 6.1695863 8.8700253 10.6968325 8.2553837 1.0820894 NA 1.8190959 7.3859038 8.3237087 10.2562162 0.4971269 -0.5028731 NA 4.1410158 NA 10.8202150 -0.5028731 12.8968387 9.2868569 9.3268829 1.8190959 13.3306434 1.4971780 8.2045193 11.4411401 10.5679521 9.3473470 9.8735896 7.3489096 12.4212304 10.4578862 2.4971525 11.6135042 7.0363187 8.6082959 10.9960095 8.3141441 11.7262795 7.9850005 NA 5.3300492 -0.5028731 -0.1247300 -0.1021100 -0.1399600 1.8187000 0.0975420 0.0788490 0.4388500 -0.0313590 0.2560500 0.2560500 0.2560500 0.1001600 0.1001600 0.9894900 0.9312700 -0.1407700 3.6569000 -0.0015243 -0.0030463 -0.3841400 -0.4096500 0.0148880 0.4478000 0.0330840 0.0472680 -0.2212100 0.0807450 0.0295660 0.0111760 -0.0398480 0.0179630 0.0467850 -0.1247300 -0.6549100 -0.1225200 -0.1262900 -0.1475900 -0.1370400 -0.1370400 -0.4160900 -0.3842300 0.2613700 0.2468400 0.0951730 0.0951730 0.0682040 0.0778620 -0.0313590 -0.0313590 -0.4234500 -0.8364800 0.0496820 -0.1789100 -0.1789100 -0.1789100 -0.1990000 -0.1665000 -0.0615580 -0.3943100 -0.3943100 0.2674600 0.2897700 0.0000000 -0.0965720 -0.0902290 0.0072217 0.4520700 -0.3965300 -0.4486900 -0.2908400 0.2561500 -0.1588600 0.0228490 0.0228490 0.0173680 -0.179 -0.179 -0.139 -0.139 0.000 0.000 -0.394 0.290 0.000 -0.118 -0.118 0.000 0.441 0.000 -0.397 0.054 0.275 0.000 0.000 0.000 0.000 -0.159 0.000 -0.125 -0.125 -0.137 -0.137 -0.377 -0.377 1.819 1.819 0.000 0.000 0.000 0.000 -0.138 0.256 0.000 0.000 0.000 0.000 -0.179 -0.179 -0.139 -0.139 0.000 0.000 -0.394 0.290 0.000 -0.118 -0.118 0.000 0.441 0.000 -0.397 0.054 0.275 0.000 0.000 0.000 0.000 -0.159 0.000 -0.125 -0.125 -0.137 -0.137 -0.377 -0.377 1.819 1.819 0.000 0.000 0.000 0.000 -0.138 0.256 0.000 0.000 0.000 0.000 12.4665468 -0.5028731 10.6558520 4.9890118 11.0546239 9.4234563 NA 11.1633843 11.7894819 10.7790903 10.6004481 12.4950454 7.9769404 9.7975129 10.7715384 10.7586675 5.0068545 10.6894530 9.0877474 11.5537979 11.2612025 9.9012374 11.1410165 13.5937758 13.6212816 5.8190882 NA 2.8190959 10.2826127 9.7139061 10.5076883 12.3436301 11.5922275 2.3045110 10.6745798 11.1993329 13.1569276 8.7917809 6.9150129 8.8370104 8.7709559 11.3828566 9.1951529 8.9421752 10.2139797 9.9255205 6.0670148 10.2419941 8.9688355 8.1410163 11.9328305 3.7450867 10.4197446 10.5786437 5.1695843 7.1624961 2.0821235 8.7427130 0.4971269 8.6030688 10.7253777 11.5537979 10.9197506 10.6341513 10.6968325 10.7715384 3.5846258 NA 9.4055529 10.8808646 7.7211621 6.8190882 10.8202150 10.5558285 9.3268829 12.5925573 10.3919780 10.0546240 9.9678191 9.8735896 9.6290172 10.5892567 10.6167499 4.5846258 2.8190959 3.4040448 9.7528026 9.0108878 9.5429198 7.6004482 9.7662869 6.0670148 TCGA-RS-A6TO 82 1 387 272 head and neck stage iva t4 n2c m0 female 2013 NA yes head and neck squamous cell carcinoma NA NA 4 white not hispanic or latino 4 3 NA NA 3 3 2 2 2 3 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 7 0 6 7 1 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 5 7 4 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4.958928e-06 2.045991e-06 10.8529976 -0.3219281 10.3706874 1.2630344 4.5849625 10.5022351 3.2630344 5.2927817 8.8777442 15.8934343 7.7708290 8.3146965 7.9164766 NA 9.2630344 8.9116916 5.6780719 0.6780719 9.1230868 8.8379432 0.6780719 1.2630344 11.7578900 3.3785116 10.7045953 3.2630344 9.8442350 9.7169909 10.2240017 9.5030306 -0.3219281 NA 2.6780719 8.3818371 -0.3219281 8.2364926 12.4138395 5.0000000 10.5555631 10.1917995 7.9212459 7.6780719 12.0778839 4.1375035 NA 12.5666249 11.5391588 8.7142455 -0.3219281 10.2152903 9.5371873 11.7004397 6.5849625 6.5360529 1.6780719 3.2630344 NA 4.3785116 3.6780719 14.8261083 15.5733885 11.0585330 12.4212233 1.2630344 0.6780719 10.3636967 0.6780719 2.0000000 9.3487282 10.6445774 2.0000000 18.2799043 11.3685065 7.6380738 -0.3219281 3.7655347 11.2826251 7.3434078 6.2172307 10.4781710 10.0465784 15.0478737 9.4724878 6.4724878 8.3327079 11.8259128 10.1739269 5.1375035 10.7420938 10.2982917 10.4262648 11.8259128 6.9068906 8.7279205 10.0367231 7.0531113 1.6780719 -0.3219281 5.1375035 6.4594316 8.4262648 8.1168638 4.4854268 2.0000000 NA 2.0000000 1.2630344 10.2016339 NA 12.7670257 9.4438055 9.8137812 -0.3219281 13.5787501 7.1858665 7.8826430 11.5565061 7.6892992 9.6220518 9.3074285 7.6438562 12.2215871 10.9571020 2.0000000 9.4610701 6.3219281 8.6780719 11.8951208 8.5266948 11.9553593 9.1598713 4.4854268 10.9342806 -0.3219281 0.173400 -0.064106 0.263260 0.219290 0.252930 0.252930 0.228080 0.228080 -0.099868 1.238400 1.244300 0.538010 0.538010 0.538010 0.538010 -0.067726 -0.067726 0.297870 0.297870 -0.081339 3.013100 -0.271820 0.622790 1.033700 -0.338830 -0.411680 0.052234 0.052234 0.097688 -0.056442 -0.056442 -0.056442 -0.101320 -1.015800 -0.064106 0.250910 0.250910 -0.078677 -0.078677 -0.086916 -0.090307 -0.090307 -0.090307 -0.072140 -0.078677 -0.092358 0.252930 0.228080 0.228080 -0.118950 0.538010 0.538010 -0.078068 -0.011749 0.000000 -0.067726 -0.067726 0.297870 -0.424850 -0.081339 0.225760 0.231860 -0.265400 -0.409040 -0.409040 -0.061555 -0.074277 -0.399640 -0.444510 -0.411680 -0.062629 -0.045463 0.117260 0.117260 0.117260 0.000 0.000 0.000 0.000 0.298 0.298 0.000 0.232 -0.272 0.274 -0.135 0.000 0.610 0.695 -0.339 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.173 0.000 0.251 0.251 0.000 0.000 0.217 0.000 0.253 0.253 0.228 0.228 1.238 1.238 0.538 0.538 0.117 0.117 0.000 0.000 0.000 0.000 0.298 0.298 0.000 0.232 -0.272 0.274 -0.135 0.000 0.610 0.695 -0.339 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.173 0.000 0.251 0.251 0.000 0.000 0.217 0.000 0.253 0.253 0.228 0.228 1.238 1.238 0.538 0.538 0.117 0.117 11.361066 4.321928 9.503094 7.263034 10.466790 9.760208 8.436295 12.173177 10.744161 9.996615 10.246978 10.493455 8.504620 10.559951 12.037821 10.443772 5.920103 10.742094 8.251719 10.426265 10.950702 10.337176 11.402773 12.920088 13.242698 6.807355 NA 3.000000 9.562242 9.400879 11.5042231 11.6983574 11.5457368 2.8479969 10.5062084 11.1947569 13.4730888 7.6496155 6.4724878 9.7468502 8.8703647 11.8783575 8.5351509 8.4429435 11.0223567 9.4195389 9.1230868 10.1137422 9.3750394 6.6438562 12.5666249 2.2630344 10.5492071 11.0585330 5.2016339 6.0000000 3.0000000 9.6639138 2.0000000 8.4561490 9.8703647 10.4262648 11.8259128 10.6794801 10.0367231 11.1674181 5.1043367 0.6780719 8.5422580 10.3854310 4.8073549 4.3219281 10.2016339 10.8278190 9.8137812 12.1040745 10.6752514 10.0606959 9.5834589 9.3074285 6.9164766 9.9909549 9.5545889 3.2630344 2.5479433 2.2630344 9.8105588 9.0810839 8.9378152 6.0179219 9.5125430 3.7655347 TCGA-RS-A6TP 58 0 NA 516 head and neck stage ii t2 n0 m0 male 2013 NA no head and neck squamous cell carcinoma 10 1980 NA white not hispanic or latino 3 5 NA NA 2 3 1 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.779882e-06 1.525824e-06 7.1745752 NA 10.1007291 1.9354220 -1.7651308 12.2816935 -0.7648857 7.0228982 8.9865398 16.5439124 7.3745474 7.3091371 8.4211101 NA 8.7388215 8.6100352 5.6693727 0.5568953 12.6295254 9.3487379 NA NA 4.8932069 0.2349917 12.1107451 NA 10.0515794 10.9882125 9.9496706 10.4413996 NA 1.9354220 1.0423642 7.6135287 -1.7651308 NA 12.5652824 3.3642783 7.9179902 11.9651474 6.6401379 2.2349917 12.6310653 NA NA 12.6088804 13.7132282 8.5659128 -1.7651308 13.1336916 3.2710521 12.2435119 10.0531784 4.2793896 -1.7651308 NA NA 1.9354220 2.5569198 16.0534593 17.2824612 11.1712656 12.3683788 NA -0.7648857 12.1626811 NA -0.7648857 9.5754022 11.8480945 3.1891920 18.8252694 9.5670324 NA NA -1.7651308 11.7717286 4.2573652 3.8788528 11.3951319 10.2094104 15.0887074 9.0048337 NA 8.0836187 11.1070935 9.9903007 3.0423467 12.6766996 9.6789752 13.1859161 11.3037740 NA 9.3610549 12.0857686 7.7972381 NA NA 3.1418905 7.5569237 9.9718204 8.3707048 0.8199951 -1.7651308 NA 8.9109527 NA 11.3290735 NA 12.4931937 9.9802667 9.5255907 -1.7651308 13.3789768 5.9214958 8.7457600 11.0387233 5.7895858 9.4829233 10.3981045 1.0423642 6.4923836 6.3171449 1.2349917 10.7286011 1.2349917 8.9923858 11.2653180 8.0551745 12.6991586 9.1862804 NA 10.5767925 -1.7651308 0.01038000 0.01038000 1.58180000 0.00416320 0.01782400 -0.02395400 -0.04700300 -0.00688720 0.00476430 0.00476430 0.00476430 -0.00492950 -0.00492950 -0.00263220 -0.00263220 0.00102460 0.00102460 -0.83405000 0.02356600 -0.02943700 0.81064000 0.00000000 -0.02698800 -0.00453630 -0.00453630 -0.04972900 0.01084200 3.65690000 -0.05354500 0.00402430 0.00402430 0.00402430 0.01038000 0.01038000 -0.83736000 -0.01202400 -0.01828600 -0.01828600 -0.03803900 -0.01931400 0.00041593 0.00041593 -0.00152430 0.00416320 0.00416320 -0.01635900 -0.00373160 -0.00415460 -0.01336500 0.00476430 -0.00263220 -0.00263220 -0.00583880 -0.00583880 0.00736090 0.00102460 -0.82594000 0.00541390 -0.00083160 -0.81770000 -0.00899060 0.00319100 0.00000000 -0.01392600 -0.01392600 -0.02698800 -0.85326000 -0.00453630 0.00972760 -0.04972900 -0.04766600 -0.03258700 -0.03176800 -0.05354500 -0.05354500 0.000 0.000 0.000 0.000 -0.834 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.555 0.000 0.000 0.000 0.000 0.000 -0.817 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.834 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.555 0.000 0.000 0.000 0.000 0.000 -0.817 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.347109 NA 10.507856 7.309137 7.993219 12.155711 12.061842 11.652848 5.766378 8.475787 10.911614 11.638540 9.327092 9.610035 10.051979 11.722585 5.881014 12.676700 8.844174 13.185916 10.659162 10.518084 11.597214 12.590752 12.697754 8.686207 -1.765131 2.819954 9.265663 10.764670 9.346131 12.127539 10.415837 1.234992 11.615051 10.296704 15.411739 5.547879 6.257363 8.889632 9.116110 11.748600 10.109278 8.801050 10.255274 8.944941 12.629525 10.582617 11.171450 7.663356 12.608880 1.234992 10.151995 11.171266 5.223681 3.482926 6.789585 10.400845 -1.765131 9.408673 6.035897 13.185916 11.303774 11.189919 12.085769 11.671577 NA NA 7.736833 9.888289 1.404903 1.404903 11.329073 11.406016 9.525591 12.027684 10.283823 9.087525 8.656009 10.398104 7.311811 11.290787 10.775850 1.042364 NA 7.568151 10.061493 10.310141 9.215135 8.152368 9.921934 5.257365 TCGA-T2-A6WX 73 1 209 NA head and neck NA NA NA NA female 2010 NA yes head and neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 6 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 4 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5.964585e-06 2.011314e-06 11.3455404 NA 10.6481720 NA 1.3503275 10.2638264 1.0284277 6.5282556 8.7698775 17.0077352 6.2951977 6.9353006 7.9232282 NA 10.2286961 9.3264731 5.5362052 2.4878465 4.8097694 7.9110534 NA NA 4.7008336 1.6133902 10.1933174 1.0284277 10.2014629 10.0021078 10.4904015 10.4893783 NA -0.9717138 2.8357624 8.5128305 NA NA 13.6299491 2.9353089 9.5292523 9.8964614 7.7426557 3.6133784 10.6204002 -0.9717138 NA 12.7100881 13.1653215 9.1654015 0.0284277 10.6283233 3.8607940 10.4672023 5.3682620 7.2620300 0.0284277 NA NA 1.8357624 1.6133902 16.3899601 16.8888139 12.0792794 11.8327432 -0.9717138 2.3503275 10.3859625 NA 0.0284277 8.8501843 10.9401770 1.9139904 18.6848877 12.0261192 NA NA NA 11.2712868 6.8421919 5.6577657 10.1185890 10.7635434 15.0988040 8.9941947 3.3503417 2.4878465 11.6921909 10.3207321 2.9353089 10.9947897 9.2608313 12.8006219 10.7807911 NA 8.5162504 10.3615658 7.2763375 NA -0.9717138 1.0284277 6.9532233 8.0284106 9.0904565 1.6133902 NA NA 7.0396374 NA 11.1002080 0.0284277 12.5227661 9.5704654 10.5529521 3.2763329 13.6799107 6.8228257 7.1882822 11.1612315 6.9999538 8.5262621 9.9234480 3.7832995 6.7288497 11.2954897 2.1983370 10.8207941 4.4546760 8.1473515 11.2650227 9.0823364 10.9898602 8.2787087 NA 10.4878420 -0.9717138 0.00221930 0.00221930 0.00055459 -0.01161100 0.00000000 0.00000000 -0.00636680 -0.00636680 0.38634000 0.38634000 0.38634000 0.38056000 0.38056000 0.37858000 0.37858000 0.37232000 -0.01281500 0.00569190 0.00569190 -0.00636680 -0.01257600 -0.00567570 -0.00304750 -0.01119800 -0.01119800 0.05494500 -0.01917700 -0.01917700 0.03877100 0.00097064 0.00097064 0.00097064 0.00221930 0.00221930 0.00221930 0.00055459 0.00055459 0.00055459 0.00055459 -0.00263220 -0.00263220 -0.00263220 -0.00263220 -0.01161100 -0.00263220 -0.00263220 0.00000000 -0.00636680 -0.00636680 0.38634000 -0.80542000 0.37858000 -0.11439000 -0.02698800 -0.01117900 0.37545000 -0.01281500 -0.02281500 -0.01617900 -0.00636680 -0.00069303 -0.00494260 -0.00567570 -0.01532900 -0.01532900 -0.00304750 -0.00304750 -0.01119800 -0.01119800 0.05494500 0.05494500 -0.00249380 0.03877100 0.03877100 0.03877100 0.000 0.000 0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.386 0.386 0.379 0.379 0.000 0.000 0.000 0.000 0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.386 0.386 0.379 0.379 0.000 0.000 10.9483910 0.0284277 9.9747246 8.1185227 11.0046166 9.5182483 6.9767772 11.0326310 7.7899620 10.3218821 10.6857289 11.5220158 9.2798928 10.1602674 8.9723902 10.6700107 4.4657068 10.9947897 9.2822579 12.8006219 10.5724089 9.5925600 11.7559055 13.1267716 13.2151438 7.8421919 0.0284277 4.2763403 9.9194347 9.8691884 11.1961422 12.1298938 9.5762689 0.6133431 10.4056210 11.5858742 14.6478252 9.1447543 7.3138127 8.4713541 8.2857984 11.4327537 9.2306690 8.6758688 11.5436175 9.0298186 4.8097694 9.7017195 9.5232661 9.3525910 12.7100881 2.1983370 9.9209533 12.0792794 6.6866224 7.9796950 0.0284277 10.0864022 1.8357624 8.9457827 9.9420479 12.8006219 10.7807911 10.5187600 10.3615658 11.5043971 NA NA 7.1211677 10.2194697 8.0170951 5.6133725 11.1002080 10.7240737 10.5529521 12.6308774 11.0638969 10.3299066 9.7766033 9.9234480 7.3815577 10.8465931 9.4672022 2.7288565 NA 1.8357624 10.7749122 9.2632279 8.9694582 6.7965952 9.4260850 4.9591488 TCGA-T2-A6WZ 53 1 484 NA head and neck NA t3 n2b NA male 2012 NA yes head and neck squamous cell carcinoma 40 NA 2 white not hispanic or latino 1 7 NA NA 3 3 1 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1 0 0 0 0 0 5 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 5 0 0 3.051648e-06 1.213724e-06 7.4851958 NA 9.6809374 1.7482465 3.8637105 10.5853327 5.4851949 3.8637105 8.8532659 15.6044614 7.0580859 8.2613000 8.6430481 NA 6.9706225 10.5662799 5.6868310 3.7482251 11.5630799 6.6868296 NA NA 7.1966906 8.4806804 10.0880804 NA 10.4463563 9.5958098 9.9297968 8.7889767 NA NA 2.1632733 7.5322983 NA NA 12.5194447 4.0701574 9.8723517 9.4555896 7.3231395 4.5555830 11.6440581 4.3331947 NA 10.7425839 11.4094147 8.2507309 0.1632411 10.4975412 2.9706144 11.2685217 5.3727223 6.3727206 0.1632411 NA NA 4.5555830 3.4851949 15.8141233 16.6435398 11.8958594 12.0607353 NA NA 10.7668943 1.7482465 1.1632411 7.5469724 11.7533871 1.1632411 18.3935042 9.8445063 NA NA 0.1632411 10.3381936 7.0212487 2.7482251 9.2825204 11.8911884 14.7809649 8.1856357 3.1632733 3.7482251 12.5950267 10.3968876 NA 10.7168972 8.4253628 10.7971713 8.9738397 NA 8.6308736 10.0274540 4.8637056 NA NA 3.7482251 6.4300544 7.5031181 7.1057828 1.1632411 NA NA 7.8637074 1.1632411 10.7004864 NA 13.3958387 7.6578436 6.8911883 1.7482465 12.7759061 5.5555861 6.8356930 11.8062221 6.5895328 7.8214794 8.8497685 9.7388072 9.8339242 8.8843671 0.1632411 11.5921515 4.9181572 7.6946497 9.6907450 8.1632678 13.0247426 8.3231395 1.1632411 8.9013602 NA 0.455130 0.467410 0.876870 0.944050 2.823800 0.458370 0.698210 0.089706 -0.361700 0.648910 1.462900 -0.154390 -0.139870 0.679750 0.605390 -0.138710 0.224530 -0.171320 -0.112990 0.110810 0.110810 0.220370 -0.166630 1.982000 0.482170 -0.312250 0.829410 1.027400 1.395000 0.172870 -0.444050 -0.025072 -0.379540 0.468270 -0.392860 -0.379540 -0.343660 -0.376280 -0.376280 -0.365570 -0.117040 -0.483340 -0.136260 -0.945760 -0.109460 -0.133550 -0.043089 0.089706 0.029466 -0.385150 -0.139870 -0.134710 -0.173730 0.005970 -0.137280 -0.138710 -0.353270 -0.142840 -0.298630 -0.298630 0.457860 0.407440 -0.357830 0.617520 0.668180 -0.179170 -0.166630 -0.580680 -0.580680 0.529930 -0.214290 0.000000 -0.368050 -0.328090 0.122700 0.689 -0.134 -0.139 -0.139 -0.113 -0.113 0.111 0.407 -0.358 0.000 0.000 -0.167 -0.167 0.482 -0.099 0.549 0.549 0.235 0.235 0.829 0.829 0.000 0.138 0.468 0.468 -0.376 0.868 -0.342 -0.134 0.786 -0.134 0.000 0.000 0.570 0.000 -0.362 0.287 0.466 0.605 -0.326 -0.209 0.689 -0.134 -0.139 -0.139 -0.113 -0.113 0.111 0.407 -0.358 0.000 0.000 -0.167 -0.167 0.482 -0.099 0.549 0.549 0.235 0.235 0.829 0.829 0.000 0.138 0.468 0.468 -0.376 0.868 -0.342 -0.134 0.786 -0.134 0.000 0.000 0.570 0.000 -0.362 0.287 0.466 0.605 -0.326 -0.209 9.9380549 0.1632411 8.8293498 3.9706236 9.5726589 9.2185504 8.6789677 11.0001073 8.2717921 7.9314520 12.1956581 10.7779778 6.7024262 9.1547898 12.8158889 8.8286040 5.4721531 10.7168972 9.7631808 10.7971713 10.5811204 9.2951249 11.0150170 15.2446790 13.2729354 3.7482251 NA 3.4851949 9.1519527 8.3281749 9.2374093 11.7264642 10.5999795 0.1632411 10.1980668 11.0984330 12.4538571 9.5469722 6.5895328 8.2400834 7.7853197 11.4795494 8.1700708 10.5884838 10.6051746 10.4567395 11.5630799 9.4761508 9.4761508 9.2925510 10.7425839 5.6868310 10.0671498 11.8958594 6.8775136 6.4486697 0.1632411 9.0243549 1.1632411 7.9114609 9.7004864 10.7971713 8.9738397 9.1800762 10.0274540 10.4567395 1.1632411 1.7482465 6.1405476 9.4806806 9.0880804 4.7482304 10.7004864 9.4647640 6.8911883 14.3819068 11.2103918 9.3992822 7.1519521 8.8497685 8.2507309 11.6660997 7.8993315 3.6226961 NA 4.1632652 9.8995346 8.1174644 9.0181362 8.8775133 9.0489644 3.9706236 TCGA-T2-A6X0 49 0 NA 216 head and neck NA tx NA NA male 2012 NA yes head and neck squamous cell carcinoma 10 NA 0 white not hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 1.733891e-06 7.975899e-07 7.5850760 NA 11.0331042 1.1350751 3.1350423 10.8473241 9.6569236 6.1350423 8.5113233 15.6711281 8.7005528 10.0307262 8.3964661 0.6496614 9.1949666 10.3451922 5.6434724 2.9715528 11.9568167 9.6669811 3.6852450 NA 8.4837710 5.7200048 11.4678785 NA 10.4476016 10.7578790 11.0084868 9.9299228 -1.6720827 3.3834002 2.3276874 8.7723403 3.6130955 NA 10.3167274 4.0001172 9.1620640 11.0894468 7.3500561 5.1090471 9.9934679 2.0281448 -0.6723126 11.8236677 13.3470179 8.6686507 1.3276874 12.0441858 6.2525008 12.6967398 6.5125635 5.3049673 NA NA 0.9126499 0.6496614 1.3276874 15.0722554 15.3062459 10.2661647 12.4541503 -1.6720827 3.1350423 9.9112408 1.4976379 2.7871190 8.9022813 11.5650472 0.8234233 18.7285214 12.6406416 -0.0872735 -1.6720827 1.7871399 11.5138020 6.9965729 3.4976124 11.0519885 10.4994902 14.7171175 9.9805328 9.6371641 7.3720824 10.0859110 9.7476480 3.8195456 14.0742714 9.0445072 12.8555313 11.4085053 -1.6720827 8.8512496 11.5295054 8.6797313 NA NA 2.4976124 6.4414304 9.4837708 11.7650498 5.5944739 4.7871190 -0.6723126 8.3897341 NA 8.8334992 3.3276874 12.5473857 10.0117262 9.5340918 1.3276874 13.4565682 7.4518095 9.5809444 10.9972373 6.3049673 9.0683118 10.8246514 7.5637019 10.2687354 9.7695946 2.5756270 11.5281267 4.6314710 8.3775363 11.4980824 8.0942165 11.2610097 8.7518540 -0.6723126 10.7202736 -0.6723126 0.00606240 0.00968090 2.16790000 -0.02361200 0.00731420 0.00731420 0.06804300 0.06804300 0.03110700 0.00439450 0.00439450 0.03618200 0.04764600 -0.00057896 0.70245000 0.00495030 0.01428300 -0.12412000 0.15766000 -0.69200000 -0.75592000 0.75923000 -0.00254020 0.01540000 0.01540000 -0.02416000 -0.05716100 -0.05716100 -0.05756500 -0.75066000 0.22633000 0.09125100 0.00968090 0.00968090 -0.02265200 -0.00129370 -0.00897160 0.01679800 -0.02122500 -0.72988000 -0.71776000 -0.71776000 0.01749700 -0.02361200 -0.02361200 -0.04892900 0.01009900 0.06804300 0.00898450 0.03110700 -0.00057896 -0.00057896 -0.74345000 -0.13514000 -0.72961000 0.00495030 -0.74668000 0.15766000 0.02646700 -0.69200000 -0.02990300 -0.77840000 0.01246900 -0.07432200 -0.07432200 -0.00254020 0.49937000 0.01540000 0.01540000 -0.02416000 -0.02416000 -0.76461000 -0.05756500 -0.05756500 -0.05756500 -0.730 -0.730 0.000 0.000 -0.708 -0.551 -0.692 -0.713 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.148 0.000 0.000 0.000 0.000 0.000 0.000 2.168 2.168 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.730 -0.730 0.000 0.000 -0.708 -0.551 -0.692 -0.713 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.148 0.000 0.000 0.000 0.000 0.000 0.000 2.168 2.168 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.1438715 NA 10.9052370 9.2745941 8.0453643 10.6571702 12.5230600 10.6014834 9.4837708 8.9624990 10.4761644 9.6951026 8.3624870 10.5310359 13.0203033 11.2589794 4.5390906 14.0742714 10.4164760 12.8555313 11.1582030 10.7630976 11.8102437 11.9823093 13.3347151 12.5746510 0.3276874 4.0281271 10.0809045 10.5331756 11.5544010 11.8027879 10.2694691 0.9126499 10.9574997 11.1770929 15.9951718 10.3056832 8.4938510 9.8512498 9.3375164 13.0073878 10.1593435 8.1237272 10.4378449 9.6852399 11.9568167 10.8377102 10.3700312 9.1833349 11.8236677 3.3276874 10.4453309 10.2661647 5.8195405 6.3720815 5.3611121 8.9652183 0.6496614 9.7804438 10.0942167 12.8555313 11.4085053 10.4482497 11.5295054 11.8211680 4.0001172 NA 9.8249309 12.0247640 8.9867918 1.3276874 8.8334992 11.6181387 9.5340918 11.0842442 9.9276007 9.8615041 8.9769441 10.8246514 8.1763108 10.1806074 10.5178211 2.3276874 -1.6720827 6.4204453 9.4675909 10.1281833 9.7328293 7.8822768 9.2368308 5.2465525 TCGA-T2-A6X2 82 0 NA 987 head and neck stage iii t3 n0 mx male 2011 NA no head and neck squamous cell carcinoma 25 NA NA white not hispanic or latino 3 6 NA NA 3 3 1 2 2 2 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 1 0 0 0 4 0 0 0 0 0 0 1 0 0 0 7 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 4 0 4 0 0 0 0 7 1 0 0 0 4 0 4 0 1 0 0 0 0 5 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.081948e-05 3.606493e-06 9.3091205 -0.3329708 10.5565726 2.8369946 5.1265021 10.3145272 2.4744360 5.7545321 8.5466518 15.3768795 6.5859315 8.0593861 7.9054737 NA 9.9651313 9.3055046 5.2216567 2.2520220 4.4219571 7.9006881 -0.3329708 NA 10.1778329 4.5250478 11.0679482 6.5125588 10.2641902 10.1016970 10.5724557 10.3091204 -0.3329708 NA 2.9889936 9.5667126 NA NA 13.9264442 5.0593856 9.8078984 11.1925895 8.2216577 5.5250509 10.6314095 0.6670292 NA 13.5870493 13.0853166 9.0572377 0.6670292 12.1084567 7.8820194 11.9072638 5.7114619 6.2964262 NA NA NA 1.2520523 1.6670746 15.6805000 16.1077830 11.3727011 12.6709379 NA 2.8369946 11.5289310 -0.3329708 NA 8.8862374 11.0668806 4.2526352 19.7087212 10.9144028 NA 2.2520220 NA 11.6396896 7.0421080 4.5739622 11.3078739 10.4936172 15.5336956 9.4711997 -0.3329708 2.4744360 11.3949891 9.6894365 4.4219571 11.6112573 9.0268183 11.2743990 11.5799580 NA 8.4451457 10.7398712 7.5679355 NA 0.6670292 -0.3329708 7.1016973 8.4582315 10.0046906 NA NA 4.1906307 4.4219571 -0.3329708 11.1713911 NA 13.5239805 10.5575154 10.6154359 4.1265021 13.5286403 7.7860095 7.5978060 11.3583760 7.8813881 9.1058606 10.4215220 10.1896503 11.4504762 11.4119025 1.2520523 9.4983759 5.1589227 8.8040597 10.0035753 8.9054734 12.2016148 9.4566023 0.6670292 11.6880486 NA 0.00402430 0.00248480 -0.01216200 -0.01188700 -0.00138580 -0.00138580 1.21990000 -0.01119800 -0.02219500 1.14270000 1.14810000 0.04996600 0.04755200 0.01502800 0.01502800 -0.00170460 -0.01019000 -0.00634010 0.00069327 -0.01986300 -0.02977600 0.00791750 0.01922300 0.44314000 0.41145000 0.02581200 0.01195800 0.01195800 0.06379500 0.01740400 0.00000000 -0.03080900 -0.00719670 -0.00719670 0.00485790 -0.01162500 -0.01162500 -0.02398300 -0.05192100 -0.01436600 -0.01436600 -0.01436600 -0.01958900 -0.01188700 -0.01188700 -0.01188700 -0.00537980 -0.00843850 -0.01364800 -0.05158600 -1.19250000 0.01502800 -0.00816240 -0.00816240 -0.00097017 -0.00263220 -0.01019000 0.00069327 -0.01849000 -0.01986300 -0.01217800 0.02146300 0.00257900 0.00152550 0.00152550 0.01922300 0.01922300 0.41563000 0.39891000 0.02581200 0.02581200 0.00610900 0.06379500 0.06379500 0.06379500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.220 0.000 0.000 1.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.220 0.000 0.000 1.126 0.000 0.000 0.000 0.000 10.796352 NA 9.112187 6.689436 11.541666 12.013236 9.048612 11.422791 9.509419 9.806620 10.257656 11.533188 9.160924 10.774286 11.893481 10.716917 5.500464 11.611257 8.945518 11.274399 10.279937 10.291864 10.788602 12.957466 12.580332 7.895887 NA 3.474423 9.344788 9.823152 10.8734726 11.7879545 10.4236250 0.6670292 11.4207033 11.2665167 14.4390708 9.8344869 7.3181207 9.1265003 8.6443488 12.1874418 8.3472524 8.0764597 10.2548463 8.5918813 4.4219571 10.4824520 8.9524710 5.7114619 13.5870493 2.2520220 10.5933647 11.3727011 6.4999591 5.3675074 NA 11.6357355 0.6670292 8.7331581 7.5312551 11.2743990 11.5799580 10.6190819 10.7398712 11.3000639 2.9889936 NA 8.5466518 10.6529107 4.4219571 3.6670633 11.1713911 11.0604592 10.6154359 12.4026247 10.2863717 9.7611465 9.1326352 10.4215220 6.8862367 10.9861763 9.8753030 2.2520220 NA 0.6670292 9.6339346 9.8850264 9.7169172 7.1508846 9.9810854 3.7545348 TCGA-T3-A92M 52 0 NA 417 head and neck stage iva t4a n2c mx male 2013 NA yes head and neck squamous cell carcinoma 20 NA 4 black or african american not hispanic or latino 2 4 NA NA 2 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0588937 NA 11.0966213 5.1885275 5.8666014 10.9994219 3.6739521 7.1749397 9.0402779 15.7544878 6.9907223 8.9164495 8.8017659 NA 9.2097867 8.9178097 6.4208057 5.9855414 4.9751257 10.0717832 0.8666311 -1.1335272 11.1094772 6.1520029 11.2153290 8.0440203 10.0352730 10.5509111 10.5949466 10.6871787 -0.1333689 1.1885275 4.7734900 8.7801487 -1.1335272 4.5945187 13.6257609 6.3979826 9.7284632 10.5592164 9.2153291 8.3504168 10.7435015 5.0365253 NA 11.5728810 13.7015656 9.1121535 0.8666311 11.0915070 3.7935526 10.6122752 6.5460811 8.3053928 1.1885275 1.8665915 2.1885275 2.4515672 3.0365209 15.2469919 16.6061099 11.0321360 12.5629164 -1.1335272 3.6214893 10.5966464 1.1885275 3.2589108 8.7614186 10.4632566 1.8665915 17.3364136 11.1888107 4.0760545 1.4515408 2.4515672 11.0632030 7.9698890 5.5248128 10.2952123 10.6622347 14.8766481 10.0918084 7.4211896 7.2717422 11.7398527 9.1403965 4.1145253 11.6096470 9.2208504 11.9298274 10.8595392 4.8438784 8.7183500 11.0333916 8.9164495 -0.1333689 NA 2.0365385 7.2928655 9.6955307 9.7050170 2.4515672 3.4515672 -1.1335272 7.1794842 NA 10.5889815 -1.1335272 12.9519903 9.3748908 10.0118962 3.5104556 13.1050056 6.6413885 9.2175400 11.6084891 7.6771728 9.6389155 9.9798156 9.2980985 12.3409406 10.4748557 3.2589108 9.2791706 10.0601262 8.7764939 10.9065481 8.1997563 11.0153952 9.2329231 NA 10.9065481 2.6739634 -0.00415460 0.35072000 1.07950000 0.31001000 0.05865200 0.33999000 0.19862000 0.19862000 3.46950000 0.37068000 0.68012000 -0.32994000 -0.32994000 -0.33387000 0.00680440 -0.07774500 3.65690000 0.01642500 0.04868800 -0.28834000 0.04089200 -0.32403000 0.00000000 -0.32019000 0.04287400 -0.16625000 -0.32530000 0.35830000 0.22854000 0.01123800 -0.31757000 0.17981000 -0.10118000 -0.10118000 -0.09022900 -0.34813000 -0.33687000 -0.36612000 -0.31926000 -0.00055444 -0.31774000 -0.31774000 -0.32391000 -0.31751000 -0.31625000 -0.00443120 -0.00802440 -0.31552000 -0.34767000 -0.34733000 -1.00800000 0.01159300 -0.39141000 -0.33583000 0.01241700 0.00138680 -0.60274000 -0.37887000 -1.01980000 -0.30357000 0.02020300 0.05248700 -0.31949000 0.01042400 0.01042400 0.00000000 -0.00193990 -0.25431000 -0.24399000 0.13865000 0.20947000 -0.33225000 -0.53297000 -0.53297000 0.18692000 0.000 0.000 0.000 -0.601 0.000 0.000 -0.288 0.000 -0.324 0.000 0.000 0.000 0.000 -0.244 -0.244 -0.239 -0.239 0.000 0.000 0.067 0.358 0.000 -0.343 0.000 0.000 -0.346 1.001 -0.315 -0.315 0.000 0.000 0.000 0.000 0.000 0.000 0.032 0.371 -0.304 0.000 -0.346 0.187 0.000 0.000 0.000 -0.601 0.000 0.000 -0.288 0.000 -0.324 0.000 0.000 0.000 0.000 -0.244 -0.244 -0.239 -0.239 0.000 0.000 0.067 0.358 0.000 -0.343 0.000 0.000 -0.346 1.001 -0.315 -0.315 0.000 0.000 0.000 0.000 0.000 0.000 0.032 0.371 -0.304 0.000 -0.346 0.187 11.3203860 0.4515408 10.1536264 6.2589184 11.2247026 11.0058068 9.4221487 10.7480972 11.1438883 10.8193421 11.2714763 11.1646634 8.1427254 11.1797674 9.2142222 10.3152335 6.0731261 11.6096470 8.4459166 11.9298274 10.3079889 10.9855419 11.2495140 13.0111062 12.8029628 9.0099842 -1.1335272 NA 9.9881343 12.0822856 10.7477148 12.0847100 12.5520067 2.0365385 11.6446780 11.2285447 13.8050764 9.2621350 6.9164492 8.4173475 9.7854641 11.7265238 9.3520278 9.2219520 10.7454182 9.8273268 4.9751257 11.1879653 8.9894288 9.3229552 11.5728810 2.5670343 10.4576556 11.0321360 6.4515639 7.8609541 2.3260195 9.7253589 1.1885275 9.1646634 9.7644463 11.9298274 10.8595392 10.7315608 11.0333916 11.3069510 NA 5.9540637 7.7071582 10.1525810 8.4904823 5.4813119 10.5889815 11.6475507 10.0118962 12.1486757 10.9212052 9.7965989 9.6891718 9.9798156 8.3178119 10.6561345 10.1121535 0.4515408 3.7015158 4.7492446 10.0743961 9.2632056 9.3311467 8.2197479 10.3911426 5.3260339 TCGA-T3-A92N 79 1 95 -2 head and neck stage iva t2 n2c mx male 2013 NA no head and neck squamous cell carcinoma 50 1963 6 black or african american not hispanic or latino 4 4 NA NA 2 2 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6117112 NA 10.4777648 1.1218774 3.0287459 10.4744585 3.0287459 4.7657204 8.5812947 15.7324556 5.8223019 6.4527799 7.3215358 NA 9.1825592 9.8153502 6.0287548 2.7068178 2.4437923 7.9922280 NA NA 8.6821961 6.0643785 10.8343902 NA 10.4130339 10.1791781 9.8742438 9.6512937 NA NA 0.7068178 8.1804234 -0.8780563 NA 12.5410334 2.4437923 10.7782881 10.7291936 6.5894684 5.0991437 12.6514158 1.7068178 NA 12.4040829 13.2989713 8.4728025 NA 11.4089984 4.5753789 10.8888062 7.2665214 5.8361084 NA NA -0.8780563 1.4437658 NA 15.4127461 15.4302848 10.2911619 11.9640171 -0.8780563 -0.8780563 11.7402487 0.7068178 -0.8780563 8.3933261 10.9496028 0.1645289 18.6586246 10.0466758 NA NA -0.8780563 11.0440760 5.6764508 4.2917877 11.2257510 10.8966503 15.3750829 9.8892201 4.6137143 1.7068178 11.8416798 9.7310420 4.9547547 10.7498530 9.1744314 11.7702208 10.6251921 NA 8.5668779 10.5894688 8.9097659 NA -0.8780563 1.9292229 6.9922280 8.8982963 9.6316382 -0.8780563 NA NA 8.1852585 0.1218112 10.7049460 NA 13.2482451 9.5911896 10.7425413 0.7068178 13.0010635 4.2093286 8.4550185 11.8313779 4.2093286 8.5894688 9.8659570 6.4164834 10.6016435 9.0833128 3.3697875 10.4892780 3.8767527 7.7621083 10.8850756 8.4164838 11.9646064 8.8257669 -0.8780563 10.5975966 1.7068178 0.0269390 -0.4514900 0.4718800 0.0069140 -0.4617600 -0.4617600 0.6533300 0.6533300 0.0239570 0.0239570 0.8830200 0.3089100 0.3186400 -0.0219500 0.7535200 -0.4652800 -0.4685700 0.4413500 0.4162700 -0.1140100 -0.0918440 -0.4679300 0.0247990 -0.4678300 -0.4678300 0.8484500 0.0144400 0.0214340 0.2985800 0.0224150 -0.4981100 -0.2288800 0.4821300 -0.4822700 -0.4588300 -0.4699100 -0.4699100 -0.5005100 -0.4964400 -0.4822000 -0.4686800 -0.4686800 -0.4664500 0.0159760 0.0159760 0.0133230 -0.4617600 0.6533300 0.7265500 -0.9784400 -1.2929000 -0.0219500 -0.9818300 0.0088625 0.0221820 -0.4739600 -0.4764500 0.4122500 -0.1140100 -0.1140100 0.4723400 0.0283110 -0.4785200 -1.0475000 -0.1447900 -0.4711200 0.0247990 -0.4708000 -0.4708000 -0.4463300 -0.0148080 -0.4778800 -0.6177900 -0.0436310 0.2856200 0.000 0.000 -0.469 -0.469 0.441 0.441 -0.114 1.804 -0.468 -0.170 -0.170 -0.471 0.000 -0.468 -0.468 -0.449 -0.449 -0.207 -0.207 0.000 0.000 -0.467 -0.116 0.000 -0.449 -0.456 0.453 -0.469 -0.469 0.000 0.000 -0.460 -0.460 0.644 0.644 0.875 0.875 0.319 0.703 0.000 0.286 0.000 0.000 -0.469 -0.469 0.441 0.441 -0.114 1.804 -0.468 -0.170 -0.170 -0.471 0.000 -0.468 -0.468 -0.449 -0.449 -0.207 -0.207 0.000 0.000 -0.467 -0.116 0.000 -0.449 -0.456 0.453 -0.469 -0.469 0.000 0.000 -0.460 -0.460 0.644 0.644 0.875 0.875 0.319 0.703 0.000 0.286 11.295853 NA 9.771919 7.680284 12.377039 11.629638 10.082589 11.078239 7.127488 10.243397 14.053654 11.775380 8.806612 10.630153 11.187616 10.812298 5.694298 10.749853 9.086204 11.770221 11.055185 9.564807 12.165403 14.025351 13.717529 9.370977 1.121877 2.581303 10.153220 9.691719 10.0540780 12.1437107 10.2013480 0.1218112 11.1679641 10.5858984 14.5137771 8.9130261 5.9798447 9.3554828 8.1358837 12.6717682 8.9987946 7.7836413 10.3190799 10.6759724 2.4437923 10.2690681 9.9657843 6.3506811 12.4040829 1.4437658 10.2741481 10.2911619 7.1442310 5.0045059 NA 9.7171207 0.7068178 9.6006329 9.6503174 11.7702208 10.6251921 10.3367894 10.5894688 10.7951723 5.5481283 7.4164843 8.7585424 9.6217090 6.5481283 4.6764536 10.7049460 11.2501798 10.7425413 13.1807006 11.0006805 10.0287538 9.2804729 9.8659570 7.1162171 10.0673070 9.8809192 0.7068178 NA 6.0166813 10.4473149 8.9906857 9.4794153 5.4969033 8.0673069 4.9798424 TCGA-TN-A7HI 56 0 NA 412 head and neck stage iva t2 n2b m0 male 2013 NA yes head and neck squamous cell carcinoma 16 1980 2 white not hispanic or latino 4 5 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872602e-06 4.508117e-07 8.0934894 1.8791568 10.0603226 0.8791568 8.7648666 11.5564495 4.3386027 6.4641324 8.8128611 15.0709236 6.7371513 7.9506329 9.1079891 NA 7.3303818 11.2295571 5.1270967 1.8791568 12.7858731 9.6670729 4.6865229 -0.1207648 8.5621649 4.6865229 10.0812942 2.2011006 10.8966747 10.1211535 10.3599606 9.1127900 -0.1207648 -0.1207648 3.6865229 7.5256210 -0.1207648 -0.1207648 11.1133890 5.3386027 10.6580688 8.8507138 6.8449543 5.4337607 8.7739881 6.8449543 -0.1207648 10.5639190 6.9666335 8.5691683 1.8791568 9.1389135 0.9902288 9.8521501 7.3629862 6.6865257 -0.1207648 2.4641455 0.8791568 3.9666335 2.8791764 14.8306372 15.4726767 12.0084533 12.1628375 NA 1.4641455 9.5761379 4.8333658 1.8791568 7.8391723 11.8517912 3.4641324 14.4169347 11.2055998 NA 2.2011006 1.4641455 10.2278984 7.7618132 3.9666335 9.8803532 11.2885613 13.2643587 8.2628747 0.8791568 8.7340386 12.8481970 10.3210770 1.4641455 11.2112069 7.4337590 12.3655026 10.0640456 1.8791568 9.5157950 9.9344528 9.0788428 -0.1207648 NA 4.7371513 6.1459566 6.9015379 8.4490260 3.4641324 3.0490905 NA 9.9666332 0.8791568 10.1199616 1.4641455 12.6863240 7.4596931 9.5230265 4.0490992 13.2177675 7.4105514 7.3467761 11.9259533 6.5515960 8.9290190 9.7830522 4.1270967 10.7183741 8.6104893 0.8791568 11.7537675 5.2714892 8.2010986 10.9646428 8.5302222 10.9499621 8.5968468 NA 8.0739273 NA 0.6330000 0.0155870 3.6569000 1.1709000 -0.0092666 -0.0092666 -0.0460410 -0.0460410 2.4457000 2.4457000 2.4466000 2.5074000 2.4064000 2.4134000 1.2400000 -0.0686080 -0.0444550 0.6819800 0.6819800 -0.0041546 -0.0139110 -0.0399370 0.0060990 -0.0600760 -0.0600760 0.6111600 1.8766000 1.8766000 0.3394000 -0.0247980 -0.0247980 -0.0247980 0.6560800 0.0155870 0.0155870 0.6682600 -0.0271240 -0.0271240 -0.0271240 -0.0733430 0.0058309 0.0058309 -0.0663860 -0.0143660 -0.0143660 -0.0226260 -0.0346660 -0.0460410 -0.0460410 2.2027000 2.4064000 1.2468000 0.6226000 0.6226000 0.6606900 -0.0338140 -0.0212350 0.6819800 -0.0389170 -0.0041546 0.6657200 0.6766000 -0.0399370 -0.0884000 -0.0884000 -0.0278080 0.0060990 -0.0600760 -0.0600760 0.6969000 0.6010600 0.5448800 0.3772900 0.3751200 0.3394000 0.623 0.623 0.000 0.000 0.682 0.682 0.000 0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 1.877 1.877 0.545 0.000 0.000 0.000 0.000 1.330 0.000 0.000 1.171 0.000 0.000 0.000 0.000 0.000 2.446 2.446 1.247 1.247 0.339 0.339 0.623 0.623 0.000 0.000 0.682 0.682 0.000 0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 1.877 1.877 0.545 0.000 0.000 0.000 0.000 1.330 0.000 0.000 1.171 0.000 0.000 0.000 0.000 0.000 2.446 2.446 1.247 1.247 0.339 0.339 10.7987786 -0.1207648 9.7251307 4.0490992 8.6307145 6.7120606 8.2100873 10.7800372 13.0061974 10.8084287 11.1564577 9.3948702 7.4183291 9.8889989 9.6407216 10.8728164 4.0224033 11.2112069 12.2536665 12.3655026 10.9125934 9.2323171 11.1903510 14.7312311 13.7535754 13.9502136 1.8791568 3.7860631 9.4975559 10.8158083 10.3498292 11.9811460 11.0200001 2.4641455 10.2938556 11.1726420 14.2772433 9.1714921 8.3750255 9.5865295 7.8039825 12.7340387 9.5073243 9.9811460 10.4086008 10.8024978 12.7858731 8.9850788 10.8671449 10.4461757 10.5639190 5.5796086 9.1943198 12.0084533 5.6340588 8.7890634 2.2011006 8.5157948 2.4641455 7.8216847 10.6678887 12.3655026 10.0640456 9.6881345 9.9344528 10.4901951 2.4641455 -0.1207648 7.7155996 9.1294688 10.0565899 3.3385956 10.1199616 10.0640456 9.5230265 13.7854033 10.8514322 9.7815454 7.7371513 9.7830522 9.4125000 11.1318357 8.7464492 5.8333658 2.4641455 8.4337590 10.6330389 8.9559861 8.0788425 8.5515956 9.3968398 3.8791666 TCGA-TN-A7HJ 51 0 NA 403 head and neck stage iva t4a n2b m0 male 2013 NA yes head and neck squamous cell carcinoma NA NA 4 white not hispanic or latino 1 3 NA NA 3 3 1 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.467782e-06 1.040335e-06 8.2095884 NA 10.6687278 -0.6009930 2.2063619 10.1132621 8.5385680 5.8084082 8.7718816 15.6874683 7.2255651 8.0210682 8.5538347 0.9839695 9.3590186 9.8378086 5.5467309 4.1539026 5.0137258 8.7697040 -0.6009930 0.3990070 1.3990070 6.8666224 10.5455854 2.5689320 10.3319696 9.9612591 10.8706919 9.9478385 NA 1.3990070 2.3990070 8.8606394 3.3059122 NA 14.1924168 5.0137258 10.1328795 10.6569938 8.4130372 4.5689441 12.8830843 5.4213849 0.9839695 10.5121077 13.1205432 8.8706918 2.7209351 13.7000841 10.6362386 11.7471915 7.1605683 5.6469431 0.3990070 NA NA 1.3990070 0.9839695 14.8136005 14.5340490 11.5221681 12.5303914 NA 3.4864827 10.9102752 NA 3.0994635 8.9186531 11.2659092 0.4205094 19.1608325 9.9352639 0.3990070 0.9839695 1.9839695 11.6063361 7.2998839 5.9068112 10.7775825 10.7288130 15.0319835 9.3503014 6.6564048 4.3059049 11.6106008 10.4704790 3.7913348 12.5757867 8.6564045 10.6763041 11.5730061 NA 8.5689419 10.7203811 3.8584486 0.3990070 -0.6009930 4.4864827 7.1803766 8.7410914 10.4576850 3.9839786 4.8252819 3.8584486 7.0643526 NA 10.3834352 1.3990070 13.4919390 10.0793234 10.8455831 5.0994551 13.3339975 1.7209351 8.6774663 11.0714420 8.4917737 10.2755336 9.6249833 9.7945509 8.9225788 9.9583938 1.9839695 9.5973636 6.6469446 8.5689419 11.4586991 8.9068112 11.5366483 8.3178797 0.9839695 11.3047797 0.3990070 0.0213230 -0.0117490 0.2077900 0.0404680 0.3165900 -0.0932710 0.4578600 -0.0278080 0.5058500 0.2185200 0.4006100 -0.0076101 -0.0076101 1.1031000 -0.0186250 -0.1089300 0.0091705 0.0497310 0.0497310 0.3009000 0.2039600 0.3861800 -0.0329250 -0.2293200 -0.2293200 -0.0498300 0.3419300 0.3419300 0.4777000 -0.0484780 0.0628860 0.2097800 0.0213230 -0.0117490 -0.0117490 -0.2314100 -0.2314100 -0.2277300 -0.4698200 -0.1354900 -0.0027707 -0.0027707 -0.7002800 0.1902600 0.1902600 -0.2761900 0.4272100 -0.0278080 -0.2454500 -0.2416800 0.0276380 -0.0920810 -0.2311600 -0.2311600 -0.2311600 -0.1089300 -0.2397300 0.0497310 -0.4741600 0.3009000 0.0000000 0.0000000 0.3861800 -0.1643400 -0.1643400 0.0379370 -0.0239580 -0.2293200 -0.2422900 -0.0498300 0.3984500 -0.0109220 -0.2129300 -0.2129300 -0.2378900 -0.231 -0.231 -0.109 0.000 0.000 0.000 0.000 0.000 0.386 -0.164 -0.164 0.000 0.000 -0.229 -0.229 0.000 0.398 0.000 0.147 0.342 0.342 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 0.190 0.190 0.317 0.000 0.458 0.458 -0.023 0.219 0.000 0.000 -0.213 -0.213 -0.231 -0.231 -0.109 0.000 0.000 0.000 0.000 0.000 0.386 -0.164 -0.164 0.000 0.000 -0.229 -0.229 0.000 0.398 0.000 0.147 0.342 0.342 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 0.190 0.190 0.317 0.000 0.458 0.458 -0.023 0.219 0.000 0.000 -0.213 -0.213 10.512108 -0.600993 8.744976 4.684420 10.873737 11.384140 11.946152 12.007734 7.533443 9.835728 11.481831 11.283187 8.497049 10.683262 11.478168 10.931860 5.689405 12.575787 9.073209 10.676304 10.502960 10.033828 11.256998 13.793641 12.568785 10.242153 0.399007 2.720935 9.241367 10.353940 11.662873 12.048048 12.150352 1.399007 11.165960 10.940597 15.261530 9.418607 6.421385 8.123531 8.563923 12.080035 9.717198 8.784879 10.438621 9.263203 5.013726 11.100323 9.066128 8.736639 10.512108 2.568932 10.227153 11.522168 5.486479 7.140483 2.206362 9.932346 NA 8.630238 8.789186 10.676304 11.573006 10.530231 10.720381 11.140062 NA NA 8.311906 10.293076 8.157240 3.305912 10.383435 11.304028 10.845583 12.680077 10.795622 10.399721 8.370560 9.624983 7.558888 10.611513 9.719817 4.443408 -0.600993 9.623018 8.796413 9.774056 9.902842 7.219196 9.953606 5.808408 TCGA-TN-A7HL 59 0 NA 619 head and neck stage iva t3 n2b m0 male 2013 NA yes head and neck squamous cell carcinoma 10 1993 3 white not hispanic or latino 3 5 NA NA 2 4 1 3 5 2 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 7 0 0 4 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 6 7 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 7 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 4 0 0 7 1 0 4 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 6 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 1 0 0 4 0 7 4 0 4 0 0 0 0 0 4 0 0 0 0 0 0 4 1.799779e-05 6.900886e-06 9.49109669 NA 10.63869646 -0.97143085 1.61357880 10.87917198 4.45486022 7.70807478 8.01727890 16.48988998 6.15787642 8.51241021 9.27057753 NA 9.43586212 9.32894706 4.80995458 5.65795149 12.90511134 7.99149067 -0.97143085 NA 4.45486022 8.25741330 10.75906451 0.02856915 10.70851429 10.22273562 10.78097505 10.52494890 0.02856915 1.35049725 2.02860451 8.11905109 -0.97143085 NA 12.81670095 3.93548804 9.56567695 9.67605280 7.84557786 4.67244797 11.38916716 0.61353165 NA 10.52594729 12.13188219 8.34600704 4.48802649 12.24867038 1.02856915 11.66974299 4.70102223 7.03982163 0.61353165 NA -0.97143085 4.48802649 1.61357880 15.34796664 16.01565474 11.49032960 11.78034767 NA 0.61353165 11.03351709 -0.97143085 1.61357880 8.31861330 12.72545328 7.11122228 18.59484544 12.39053818 0.02856915 -0.97143085 1.02856915 10.81282028 7.44644731 4.93548332 9.83458008 11.00551648 14.26834208 8.88812921 2.61355523 2.19852558 11.21222977 9.94148372 2.35052553 12.53353502 10.13777208 10.68009461 10.36565875 0.02856915 9.03842301 10.97550065 7.10005675 -0.97143085 -0.97143085 4.58318208 6.59845007 8.23804784 9.22581115 2.35052553 2.61355523 -0.97143085 8.03421902 NA 11.20912519 7.39491623 13.12448587 8.45699625 9.52345003 2.93547861 13.42339201 5.07298899 7.69747916 11.29333019 5.15787642 8.84397756 10.62804239 5.13711821 9.28007686 9.05650035 -0.97143085 11.05857173 7.60979485 8.73249783 10.82706621 8.53638905 12.43213907 7.94148372 -0.97143085 12.58964363 1.02856915 0.00299210 0.00299210 0.45983000 0.00049455 0.00271440 0.00271440 0.00265480 0.00265480 0.00000000 0.00000000 0.00271440 2.91280000 0.87838000 -0.00573560 -0.00573560 -0.00877440 -0.00877440 -0.00213830 -0.00213830 -0.44837000 -0.44837000 -0.00711740 -0.02047200 0.00424200 0.00424200 0.39406000 0.44707000 -0.01978600 -0.02006000 -0.01243400 0.00243680 0.00243680 0.00299210 0.00299210 0.00299210 -0.01386600 -0.01386600 -0.01386600 0.00104930 -0.00310750 0.00785720 0.00785720 0.00785720 0.00049455 0.00049455 0.00049455 0.00271440 0.00265480 -0.48086000 0.00000000 -0.00573560 -0.00573560 -0.00836060 -0.00836060 -0.00255370 -0.00877440 -0.46434000 -0.00213830 -0.46455000 -0.44837000 0.56749000 -0.01662600 -0.00711740 -0.01208400 -0.04682900 -0.02047200 -0.02047200 0.44436000 0.44436000 0.39406000 -0.03469000 0.45353000 -0.02006000 -0.02006000 -0.02006000 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 -0.464 0.000 0.000 0.000 -0.464 0.000 0.000 0.440 0.394 0.000 0.000 0.000 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 -0.464 0.000 0.000 0.000 -0.464 0.000 0.000 0.440 0.394 0.000 0.000 0.000 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2658043 NA 9.4525823 8.0115879 8.0229481 8.6377363 10.2747412 11.0236548 7.9294614 10.5428153 10.8681919 9.4870011 10.3651010 9.9856964 11.5572927 10.5970256 5.1356539 12.5335350 9.6579510 10.6800946 9.7826467 9.6229190 11.3905382 14.1821923 13.0897124 9.4496072 -0.9714308 4.3861488 8.5927441 9.5373796 10.42305707 11.99618093 12.72719056 1.02856915 10.62291901 11.46009200 14.82531619 7.65795077 8.59464857 8.52444925 8.10540989 13.34140646 8.19302359 9.54034699 10.89006907 10.95192191 12.90511134 9.55509371 9.54232190 9.45276076 10.52594729 4.23804545 8.98569652 11.49032960 6.41229885 7.89587333 0.61353165 10.34317761 -0.97143085 7.90511138 9.24048273 10.68009461 10.36565875 10.40200338 10.97550065 10.82544523 -0.97143085 0.02856915 9.08793880 9.96007059 10.19663962 2.93547861 11.20912519 10.11340281 9.52345003 13.48090000 11.61871356 10.15787743 8.97987901 10.62804239 7.63222095 11.70146168 9.41716074 6.07298899 1.61357880 11.78139316 11.57961529 9.50128527 7.78348219 7.88034330 9.55997584 4.35052553 TCGA-UF-A718 62 0 NA 1971 head and neck stage iva t4a n0 m0 male 2009 NA NA head and neck squamous cell carcinoma 50 1959 0 white NA 1 1 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 1.941958e-06 5.548451e-07 9.2469660 NA 11.3298277 1.1135672 4.1839549 10.1914508 7.2304307 7.2794787 8.9426552 15.6779784 6.4063479 8.9040782 8.2612807 -1.2082276 9.0312375 8.8469214 5.3766030 4.9001616 9.0431214 8.2551632 2.9615678 2.8790980 10.4689180 6.4498502 11.1144120 1.3766238 10.7356187 10.3156908 10.5573393 10.2299109 -1.2082276 -0.2083943 6.4640638 9.6883269 -1.2082276 -0.2083943 14.5352373 5.2010300 9.6803820 10.8053104 8.1113110 6.6558255 12.9512737 2.9615678 NA 10.8949266 13.5803572 10.2969542 1.7916474 12.7076115 8.8703900 11.8105344 7.8387627 6.3766012 0.3766238 -0.2083943 NA 1.5989845 1.1135672 16.0675981 16.0761074 9.8153932 12.6868354 NA 4.1491943 10.9897769 -1.2082276 1.5989845 9.2934760 11.2472229 2.1135672 19.0178840 10.7955080 NA 1.7916474 1.9615492 11.4708990 7.6773349 3.8360352 10.8575228 11.0059580 15.7264584 9.6496198 8.0395661 5.5860561 11.2832414 9.9590569 4.4920775 12.8456495 9.6581451 12.1820765 11.1033872 NA 8.4026638 10.9989582 7.5297312 2.1135672 5.1135672 4.9814645 7.5989934 9.0383794 9.9515101 1.3766238 4.5195608 7.3033917 7.7400060 1.1135672 9.5506948 NA 12.6440708 9.7605648 10.3562647 5.0770421 12.8269534 8.4675958 7.8711235 10.5352110 11.2254850 9.2794790 10.3096231 13.7964737 11.5937512 9.1146937 NA 9.0083846 7.7458350 8.7958591 11.6261099 7.4711192 11.3510159 9.2210455 -1.2082276 10.0982702 1.1135672 -0.0201380 -0.0201380 0.4520700 0.0000000 0.0023581 0.0023581 0.0114000 0.0114000 -0.0620920 0.8207900 0.8207900 -0.4473900 -0.4473900 -0.0018014 0.0086135 -0.4474200 0.4452800 0.0000000 -0.0038146 -0.4520100 -0.4520100 -0.3781100 -0.0178030 0.0030522 0.0030522 0.3667400 0.0093098 0.0093098 -0.0510460 0.4309200 -0.4444800 0.4513900 -0.0201380 -0.0201380 -0.0308130 -0.4463100 -0.4515800 -0.4515800 -0.4542600 0.0069435 0.0069435 0.0069435 -0.4539400 0.0000000 0.0000000 0.0000000 0.0023581 0.0114000 -0.4545800 -0.0620920 -0.4473900 -0.4517900 -0.4501000 -0.4488900 -0.8111200 -0.4651600 0.4452800 -0.0038146 -0.4520100 -0.4520100 -0.0102720 0.8978800 -0.3781100 0.0127950 0.0127950 -0.0178030 -0.0178030 0.0030522 0.0030522 -0.5232800 -0.0290380 0.0132130 -0.0429240 -0.0581330 -0.0645560 -0.449 -0.449 -0.438 0.445 0.000 0.000 -0.452 0.000 -0.378 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.821 -0.446 0.000 0.000 0.000 -0.449 -0.449 -0.438 0.445 0.000 0.000 -0.452 0.000 -0.378 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.821 -0.446 0.000 0.000 0.000 10.977753 NA 9.714164 6.104521 11.258990 12.531593 11.546318 11.439996 9.937571 9.728277 10.645728 11.022260 7.242850 10.655438 12.063394 10.285994 4.348679 12.845650 8.658918 12.182077 10.686078 10.510172 11.194118 12.759116 12.383395 9.348145 1.113567 1.598984 9.540670 9.842848 10.9327880 12.9004899 12.3004240 3.1839628 11.7144090 10.2047378 14.7768553 10.5985911 7.8442067 9.9640663 9.0156406 13.0294463 8.5503616 9.1270291 9.7710569 9.3093083 9.0431214 10.4998605 8.0059580 8.6386962 10.8949266 4.9209221 10.5165790 9.8153932 6.4711192 7.8278127 1.5989845 10.0994088 -0.2083943 8.8949266 9.6917508 12.1820765 11.1033872 9.8870358 10.9989582 10.4017408 0.3766238 3.7458397 7.4415059 10.2376882 8.6449483 4.7458343 9.5506948 11.6165975 10.3562647 13.1399520 11.0657257 10.9186659 8.8167782 10.3096231 9.2924806 9.8737878 10.0029188 4.2834922 2.5989845 6.2834922 9.7641592 8.9640665 10.1253533 7.9286297 9.5705373 4.8140069 TCGA-UF-A719 54 0 NA 1663 head and neck stage ii t2 n0 m0 male 2009 NA no head and neck squamous cell carcinoma NA NA 0 NA NA 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.779882e-06 1.075012e-06 6.59508140 NA 11.00726882 NA 2.83258626 10.32938712 9.69411094 3.52772095 9.44026352 15.63846869 8.51440477 7.06231495 9.00155147 NA 10.44518612 7.99868407 5.65943083 3.19515859 3.19515859 10.10959145 NA 1.02524146 6.85811655 1.89967836 11.42058161 NA 10.47643708 10.46436430 11.50500624 10.04759373 NA 0.02517058 1.24762376 7.95728317 NA -1.55979192 13.92158992 3.72566482 9.67938456 11.56793545 8.87697516 3.79781195 12.78060042 NA NA 12.33555474 11.60846548 8.56050136 0.02517058 12.28192609 4.15561163 11.76374050 6.41180755 4.46262823 0.02517058 3.48465375 NA 2.52772095 3.19515859 15.31237319 15.40387137 9.44026352 11.96480519 -1.55979192 3.02522374 10.77425740 NA -0.55979192 9.26681207 11.34131889 2.14071323 17.45034351 9.10559951 8.01201605 -0.55979192 -1.55979192 11.96161855 6.24761806 4.89969286 10.75947836 10.36098849 15.06435923 9.54092581 5.75314720 -1.55979192 10.44799155 9.52108098 2.52772095 13.63279941 9.43461697 10.22162325 10.85917018 1.24762376 8.76106416 10.77537464 6.68819155 NA NA 2.83258626 7.85389151 9.24922773 8.63132259 0.02517058 0.02517058 NA 8.35165527 NA 8.71172650 7.93011164 11.84100953 9.17963918 10.88837979 1.61018033 12.84320891 0.44031440 8.96676268 11.12938787 7.05128835 9.51440497 9.85917026 9.99293253 7.96578428 7.48738746 1.02524146 10.95275704 2.61018033 8.21175302 10.66938266 8.74973973 12.22796202 8.37395396 1.02524146 11.17476144 NA 0.436360 0.436360 0.252690 0.062546 0.383410 -0.038406 -0.474450 0.466570 0.156040 0.156040 0.156040 -0.469370 -0.469370 -0.469480 -0.469480 -0.462560 0.196380 -0.096010 -0.268700 3.656900 0.239890 0.041354 0.226420 1.299200 -0.443590 -0.515760 -0.317520 -0.385230 0.341650 0.001562 -0.461580 0.410100 0.436360 0.436360 0.436360 -0.473500 -0.469160 -0.469160 -0.469160 0.010600 -0.222040 -0.222040 0.204770 -0.456800 -0.456800 -0.475720 0.360710 0.466570 0.457050 0.156040 -1.292900 -0.469480 0.010617 0.285840 -0.944500 -0.462560 -0.298600 -0.324000 -0.480570 -0.668520 -0.532330 0.403820 -0.313040 -0.150640 -0.150640 0.478090 -0.307070 -0.443590 -0.443590 -0.515760 -0.504080 0.010322 -0.593090 -0.593090 0.341650 0.000 0.000 -0.332 0.130 -0.269 -0.269 0.311 0.000 0.000 -0.151 -0.151 0.474 0.000 1.241 0.797 -0.504 -0.504 0.497 0.497 -0.318 -0.318 0.000 0.255 0.000 0.436 -0.215 0.254 0.000 0.000 0.000 0.000 0.361 0.213 -0.474 0.467 0.156 0.156 -0.469 -0.469 -0.509 0.342 0.000 0.000 -0.332 0.130 -0.269 -0.269 0.311 0.000 0.000 -0.151 -0.151 0.474 0.000 1.241 0.797 -0.504 -0.504 0.497 0.497 -0.318 -0.318 0.000 0.255 0.000 0.436 -0.215 0.254 0.000 0.000 0.000 0.000 0.361 0.213 -0.474 0.467 0.156 0.156 -0.469 -0.469 -0.509 0.342 9.798365 -1.559792 9.549088 5.874893 11.670734 10.482573 11.619706 12.594211 7.612691 9.496224 12.731218 11.115559 7.388630 10.839274 10.902766 11.189923 5.075148 13.632799 8.893534 10.221623 10.442023 10.320995 10.332427 12.093050 12.096018 11.397366 NA 2.247624 9.072350 10.607682 11.2407590 12.3668374 10.2367087 0.4403144 11.6609441 11.7738382 13.4732541 9.4493922 8.5887401 9.0289782 9.6026549 10.6285432 9.8182493 8.7565450 9.8649547 8.3183146 3.1951586 11.2925979 10.5310375 6.4402629 12.3355547 0.4403144 10.4257497 9.4402635 5.9871571 4.8496541 0.4403144 8.8022071 -1.5597919 9.1976534 7.6881909 10.2216232 10.8591702 10.2508351 10.7753746 11.4716201 4.4846602 0.4403144 7.8555618 9.0034597 6.8065857 4.8496541 8.7117265 10.4296580 10.8883798 11.5912800 11.0659723 10.8027553 8.2826140 9.8591703 7.7508764 9.8120401 8.9735932 -1.5597919 2.0252415 10.0181643 9.4216666 9.7845594 9.7989147 7.5277264 10.1951510 3.6497189 TCGA-UF-A71A 67 1 86 NA head and neck stage iva t4a n2c m0 male 2009 NA no head and neck squamous cell carcinoma NA NA 9 white NA 2 4 NA NA 1 1 1 1 1 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 5.583129e-06 2.21938e-06 10.5250644 NA 10.7084584 2.6419852 4.8790244 10.5406942 5.7049937 6.1921823 9.0513756 13.7149787 9.3001963 8.3718481 8.0658512 2.7415101 9.1084254 9.6564039 5.8569981 4.5895178 2.7415101 9.0477341 1.1565261 0.4195389 11.2817131 7.4892659 10.9310156 -1.1655315 10.2210313 10.1649866 9.7786097 9.0083070 1.8346303 NA 3.7888214 7.9993862 NA -1.1655315 13.6345691 5.1200325 10.0231939 11.3908964 7.6516136 7.9664870 10.1055092 3.6419852 0.4195389 11.9952892 12.4361686 7.9945011 NA 12.0332284 7.3030501 11.4082771 7.8289831 3.4195928 2.6419852 -0.1653697 -1.1655315 1.6419621 NA 12.8827761 12.8731100 10.3159248 12.2602392 NA 2.2940472 10.0990725 3.1565584 2.5350576 8.7157438 11.3647923 -1.1655315 17.5060016 9.7534931 NA 1.8346303 3.4784800 12.0940789 9.5419891 2.4195928 10.8333225 10.2619427 15.9517453 9.3144101 7.9273869 4.4493369 11.6822745 10.9932396 3.2940619 13.3376431 9.1014163 11.4111142 10.3133995 -1.1655315 8.6516136 10.8776571 8.6832529 -1.1655315 NA NA 6.8346303 10.1292507 9.0293866 1.8346303 3.5350700 -0.1653697 9.4438086 0.8346303 10.6233482 6.8680533 12.0465182 8.8156263 9.4520973 5.0825578 12.9027363 5.7653677 8.4419602 11.1249368 7.8430586 9.4685332 10.4508341 6.2269477 13.0175673 9.7527478 1.4195928 9.2682154 6.3737891 9.0801825 11.5651000 8.4892659 10.6663329 8.5505917 0.8346303 9.2713414 2.1565584 0.482840 0.436990 2.256900 1.309900 -0.061689 -0.061689 0.457510 1.312900 -0.489000 0.427210 0.469980 -0.411020 -0.411020 -0.402960 -0.027847 -0.372000 -0.372000 0.462290 0.841400 -0.119180 -0.053071 0.021744 0.488020 3.656900 0.055088 -0.520920 1.409100 0.730000 0.564900 -0.438860 -0.838650 0.015866 -0.033132 -0.982730 -0.524300 -0.405950 -0.372770 -0.382130 -0.382130 -0.960130 -0.048748 -0.048748 -0.083200 -0.477860 -0.477860 -0.061867 -0.103140 1.403500 0.746030 -0.539970 -1.292900 -0.402960 -0.230550 -0.230550 0.036935 -0.399300 -0.300280 0.497530 -0.215520 -0.194020 0.465760 0.569340 0.014749 -0.473950 -0.473950 0.010351 0.041458 0.055088 0.056655 -0.520920 0.810250 -0.460890 -0.075548 -0.075548 -0.015191 -0.231 0.000 -0.366 -0.366 0.462 0.462 -0.194 0.532 0.000 0.000 0.000 0.000 0.000 0.815 0.000 0.378 0.378 -0.380 -0.380 1.409 0.000 -0.461 1.575 0.535 0.535 -0.406 0.625 -0.486 0.000 1.310 0.000 0.000 0.000 0.000 0.795 -0.062 0.427 -0.403 0.000 0.000 0.000 -0.231 0.000 -0.366 -0.366 0.462 0.462 -0.194 0.532 0.000 0.000 0.000 0.000 0.000 0.815 0.000 0.378 0.378 -0.380 -0.380 1.409 0.000 -0.461 1.575 0.535 0.535 -0.406 0.625 -0.486 0.000 1.310 0.000 0.000 0.000 0.000 0.795 -0.062 0.427 -0.403 0.000 0.000 0.000 10.816910 NA 9.993271 6.548876 9.861845 10.437765 10.236043 12.817178 9.995132 9.300196 13.807116 11.579043 7.019505 10.935949 10.646406 11.103172 5.729327 13.337643 9.934635 11.411114 10.374758 10.126952 10.672258 13.765084 12.770440 12.414299 -1.165531 3.226940 8.991977 9.428955 10.0281553 12.6371462 11.3040173 0.8346303 10.0446923 10.2593211 13.3726339 9.0070573 8.2940615 9.1258006 8.9154474 11.9194383 9.2341962 8.4585112 10.0670508 10.2739414 2.7415101 10.1423999 10.0330750 5.3737874 11.9952892 3.9639087 10.8036566 10.3159248 6.6094166 2.5350576 6.1292500 9.4438086 -1.1655315 8.6816871 10.6902771 11.4111142 10.3133995 9.6476093 10.8776571 10.6734398 2.7415101 3.2269400 8.2940615 11.4451934 2.7415101 4.2608913 10.6233482 11.4658069 9.4520973 12.3032539 10.4874749 10.4470377 8.8528300 10.4508341 7.8458570 9.7233731 9.9780131 2.0045373 -1.1655315 7.4308197 8.8514383 8.4289543 9.2827463 6.6801204 9.9114455 5.5211293 TCGA-UF-A71B 50 0 NA 1506 head and neck stage iva t4 n0 m0 male 2010 NA yes head and neck squamous cell carcinoma 30 1970 0 white NA 2 2 NA NA 2 2 1 2 3 2 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 4.265372e-06 1.90728e-06 9.0773554 0.1871343 11.5233187 1.9944349 3.4350151 10.1369178 6.0574568 7.4062594 8.6049435 15.3601631 7.3266425 8.6238025 8.2177581 NA 9.2491372 8.2287504 5.5269421 4.5446461 4.3163775 9.7116327 -0.8129924 NA 10.3362030 7.9585806 10.8844931 3.7720546 10.3651335 10.2403382 10.3953255 10.0758344 0.7720546 -0.8129924 1.9944349 8.4911913 NA -0.8129924 13.3816171 4.4724943 10.3163741 11.1044632 7.2094592 8.0849364 11.4891588 3.4350151 NA 13.0997934 12.2723976 8.8237156 NA 10.8836240 7.0733972 11.0314046 6.0697344 5.9419796 -0.8129924 -0.8129924 NA 1.7720546 2.1871026 14.5845943 14.9784000 10.7967316 12.0553349 -0.8129924 3.1870868 9.2094590 0.1871343 2.5090117 8.5901031 11.9478110 1.1762589 16.9268190 10.3682433 NA 1.7720546 0.7720546 12.2934905 7.4538780 5.7262509 9.7731803 10.5996609 15.7861031 9.7368758 7.4632154 3.7106577 10.6577499 10.9086176 2.6465313 12.6404132 9.6678813 10.8648108 11.1478171 NA 8.8381428 10.3221590 7.6506152 NA NA 2.3570171 7.6948858 8.7223666 9.2598936 1.1870709 0.7720546 1.5090370 5.6789451 -0.8129924 10.5810178 7.5446430 12.7477822 9.0108086 11.0890893 1.1870709 12.9321351 5.4538764 8.5943589 11.1178285 8.4885873 9.2396591 9.4496676 8.2956156 11.6256231 10.4544630 2.1871026 10.3595186 5.8018002 8.2956156 10.9988672 7.7907173 10.9306633 8.5336050 NA 10.1693717 1.9944349 0.0164990 0.1728700 0.5659600 0.5364300 -0.0615550 -0.0615550 0.0253900 0.0253900 0.0762790 0.0762790 0.6091900 -0.5066000 -0.5066000 -0.4930800 -0.0550110 -0.1724600 1.0447000 0.5283600 0.0079175 0.0000000 -0.0463120 -0.0798750 -0.0116110 -0.0407520 2.0011000 -0.0606140 0.0075000 0.0075000 0.5519500 0.0214630 0.0276380 0.9271600 0.0164990 0.1728700 0.2022800 -0.5005800 -0.5005800 -0.4952700 -0.4952700 -0.5025600 0.0548150 0.0548150 0.0435820 -0.4965300 -0.4965300 -0.4965300 -0.0584620 0.0253900 0.0150280 -0.5247100 -1.0154000 -0.0056757 -0.2160200 -0.2160200 -0.3011000 -0.1724600 -0.3513300 -0.0150410 -0.0156040 -0.0015243 -0.4786000 0.0502500 -0.0798750 0.0225850 0.0037465 -0.0116110 -0.0116110 -0.4920400 -0.4920400 -0.0606140 -0.0606140 -0.0659840 -0.4451200 -0.4451200 0.5519500 -0.301 -0.301 -0.172 -0.351 0.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.461 0.000 0.156 -0.495 0.000 -0.503 0.000 0.040 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 -0.493 0.107 0.552 -0.301 -0.301 -0.172 -0.351 0.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.461 0.000 0.156 -0.495 0.000 -0.503 0.000 0.040 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 -0.493 0.107 0.552 10.7189599 NA 9.5865827 3.9419796 10.7772103 10.6729053 9.5610437 11.0282623 9.8586322 9.4491860 13.3449117 10.9672207 6.8018015 10.5888879 11.3431742 10.3393759 6.5902742 12.6404132 8.5858346 10.8648108 10.4385736 9.8586322 10.4362045 13.3774729 12.8666811 10.8875308 -0.8129924 NA 9.2811687 10.0954837 10.8810136 12.3084627 12.0674399 -0.8129924 11.0337568 11.5525934 14.8170996 9.6638374 7.0450716 8.8683296 8.7814158 11.7201774 9.6578618 8.7531452 10.6091454 8.8470871 4.3163775 10.4497733 9.0849364 9.4338316 13.0997934 2.7720546 10.2758794 10.7967316 6.8595162 7.6909171 5.0450716 9.2639067 NA 9.2011116 9.3916623 10.8648108 11.1478171 10.9209539 10.3221590 11.2572120 4.8875301 NA 7.3719665 9.4290742 8.7126119 3.7106577 10.5810178 11.5561431 11.0890893 12.7558785 10.6501045 10.0056732 9.0168139 9.4496676 8.5180079 10.6978553 9.8683295 2.1871026 2.1871026 7.1700843 9.0822725 9.6383021 9.5468406 7.5922328 10.1679447 5.1412856 TCGA-UF-A71D 54 0 NA 1461 head and neck stage iva t4a n0 m0 female 2010 NA yes head and neck squamous cell carcinoma 22 1967 0 white NA 2 2 NA NA 2 2 1 2 3 2 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 5 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 4 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 1 5 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 6 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 4 0 0 0 5 0 0 5 0 0 0 0 0 0 0 6 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.258805e-05 4.820217e-06 6.3578845 NA 10.4808125 -0.3426344 1.2423891 10.5130925 8.8522021 4.7018373 8.4322324 15.2300567 7.7502025 6.5763090 8.3334023 -0.3426344 9.5867036 9.0774054 5.8273694 2.4647989 7.3013014 8.4123327 -0.3426344 NA 2.2424196 2.9793669 11.5654625 NA 10.4428977 10.4591536 10.2206416 10.2684701 NA -0.3282537 1.2423891 8.7521036 NA -0.3426344 13.3044539 6.2424082 9.9907460 11.5169801 9.2994970 3.6574457 11.7925132 1.2423891 NA 12.4830004 10.7995523 9.1209695 1.2423891 12.0628527 11.4515361 12.2211182 8.4583451 4.6116386 1.2423891 NA -0.3426344 0.6574571 0.6574571 14.0774054 13.8993122 9.9101107 12.6021573 NA 2.6574342 9.9300751 NA NA 9.4664093 11.2587518 -0.3426344 17.1376832 9.3067015 NA NA NA 11.9480401 6.5154255 4.1168804 11.2588168 10.5984929 14.9624026 10.0731871 5.2120323 0.6574571 10.5718304 9.7409245 3.9053702 13.9185118 6.9703280 10.6735571 11.5107548 NA 8.8717645 9.7815666 7.2120343 NA NA 3.5643416 6.9428476 9.6072720 8.5613273 1.9793669 3.1168804 8.4453476 5.7659696 0.6574571 10.2976902 2.8273719 13.1434003 9.0194987 10.4089894 -0.3426344 13.7768728 1.2423891 8.2196879 11.4623829 6.4518606 9.0962371 9.5424552 9.1513007 9.4123327 9.3630778 -0.3426344 8.2461601 5.2424082 7.5643355 11.4119152 8.3474433 10.8874657 8.4223167 -0.3426344 12.0615224 1.6574571 0.00513590 0.01894300 0.13362000 0.60359000 -0.00885260 -0.00885260 -0.00678130 -0.00678130 0.00055459 0.05950800 0.20106000 -0.61056000 -0.61056000 2.10650000 0.00013863 -0.61394000 2.30260000 0.01006000 0.01006000 -0.61164000 0.00000000 0.00124810 -0.05361100 0.59045000 -0.60941000 0.00083195 0.00069327 0.18359000 -0.09168400 -0.63206000 -0.42429000 0.17799000 0.00069327 0.01335300 -0.61614000 -0.00664320 0.13362000 0.13362000 0.13362000 -0.03655400 -0.35225000 -0.00399900 -0.43398000 -0.61700000 -0.61700000 -0.61700000 0.17935000 -0.00678130 -0.00678130 -0.50225000 -1.03080000 0.00013863 -0.20622000 0.35251000 0.08045600 -0.61394000 0.40077000 -0.05774700 -0.61164000 -0.61164000 -0.42647000 -0.44582000 0.00013863 -0.01491600 -0.01491600 -0.05361100 0.00819590 -0.60941000 -0.64340000 0.00083195 -0.60206000 0.01209700 -0.09168400 -0.09168400 -0.09168400 0.353 0.353 -0.199 0.414 0.000 0.000 -0.605 -0.424 0.000 0.000 0.000 0.000 0.000 -0.019 -0.609 0.000 -0.602 0.000 0.178 0.000 0.183 0.000 0.000 0.000 0.000 0.134 0.134 0.000 0.000 0.604 -0.617 0.000 0.000 0.000 0.000 -0.419 0.000 -0.608 0.000 0.000 0.000 0.353 0.353 -0.199 0.414 0.000 0.000 -0.605 -0.424 0.000 0.000 0.000 0.000 0.000 -0.019 -0.609 0.000 -0.602 0.000 0.178 0.000 0.183 0.000 0.000 0.000 0.000 0.134 0.134 0.000 0.000 0.604 -0.617 0.000 0.000 0.000 0.000 -0.419 0.000 -0.608 0.000 0.000 0.000 10.1662304 -0.3426344 9.7590270 4.9793715 10.6517987 11.2582409 11.5896600 12.0713376 7.8373542 9.4919162 11.5021510 11.4986164 7.2940702 10.7106924 13.3564754 11.2268262 3.9121900 13.9185118 7.8021034 10.6735571 10.4510486 10.2712347 11.5624561 12.1104020 12.8475786 11.8832552 NA 1.6574571 9.8632385 10.3227812 10.3734072 11.2666240 10.9861202 0.6574571 10.4792192 9.7581076 14.3030429 6.9972958 7.0324844 9.2994970 9.0941569 12.0497627 9.2816009 8.3751216 9.6418494 9.0561890 7.3013014 10.3768341 9.7462335 8.1209698 12.4830004 3.1168804 10.0763520 9.9101107 6.3716913 6.6574457 2.2424196 8.9006193 NA 8.4156683 7.8273700 10.6735571 11.5107548 10.7989138 9.7815666 10.8522021 4.2424043 -0.3426344 7.8323711 7.5216311 7.8323711 0.6574571 10.2976902 11.8248634 10.4089894 12.0147223 9.7776832 11.0988333 7.8668987 9.5424552 8.1127726 10.4106620 10.0006309 5.0837112 1.2423891 5.1168762 7.5273167 9.6489671 9.4855818 6.7342612 9.7554773 4.4123344 TCGA-UF-A71E 63 1 1504 1278 head and neck stage iva t4a n0 m0 male 2010 NA yes head and neck squamous cell carcinoma basaloid type NA NA 0 white NA 2 4 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4.542794e-06 1.941958e-06 7.9258250 -1.1590736 11.2349434 NA 2.9284840 10.4996745 7.6643840 4.3328726 8.0059237 15.1190850 7.9573609 9.0034080 8.0650186 NA 8.5327603 8.5063528 6.4620425 3.5414529 3.7952163 7.3167504 -1.1590736 NA 8.5604054 6.6483720 11.3975228 -1.1590736 10.7456514 10.2963439 10.3655585 9.1402247 NA -1.1590736 2.0109588 8.4765899 -1.1590736 2.4259695 13.3426052 5.0308393 9.8317447 10.6471636 6.9907643 6.1356375 11.5873211 2.4259695 -1.1590736 11.8539904 12.4127694 8.7067502 NA 12.2446946 7.3936856 12.0388477 7.8240104 0.8410070 3.3645724 NA NA 1.1629190 -1.1590736 13.8702945 14.0493022 10.5218157 11.6327901 NA 2.4259695 10.8925656 NA 1.1629190 8.7082955 11.8651175 NA 18.2817501 8.8367838 NA 0.8410070 NA 11.4381382 6.6158032 1.4259963 10.7352889 10.1066318 14.9842206 9.4259793 8.7297601 3.4848728 11.7639727 10.0788242 2.8410070 11.7486585 8.4089729 11.3172566 10.8204419 NA 9.2117041 10.6931560 8.3762921 NA 0.4259963 3.5959094 7.5240112 9.5748794 8.1941634 2.1629512 -1.1590736 6.0698353 7.4446431 NA 10.0794214 NA 12.1564494 9.1928505 10.0984046 1.8410070 12.6697483 4.6739069 8.6531940 11.0175016 6.9754433 9.2525278 10.4252371 6.3086230 13.6895419 8.2418964 3.0889387 8.7791261 4.7717536 9.0146939 10.8075222 9.3137075 10.0930908 8.7052028 -1.1590736 12.1858674 -1.1590736 -0.223420 -0.220960 1.447100 -0.265400 -0.316460 -0.316460 0.606840 0.000000 -0.262670 0.184950 0.708600 -0.305220 -0.305220 -0.320070 0.701950 -0.284390 3.656900 0.196950 0.196950 -0.205970 -0.193000 1.023200 0.125220 0.183280 0.183280 -0.117720 0.591160 0.591160 0.464340 -0.808320 -0.307680 0.590340 -0.223420 -0.220960 -0.220960 -0.329480 -0.330870 -0.330870 -0.368390 0.098560 0.084498 0.084498 0.084498 -0.265400 -0.311780 -0.306040 -0.316460 0.000000 0.000000 -0.245690 -1.163400 0.701950 0.303140 -0.049019 -0.049019 -0.279060 -0.285370 0.196950 -0.205970 -0.205970 0.606840 -0.302870 0.155020 -0.310230 -0.288810 0.125220 0.152180 0.172420 0.172420 -0.010370 0.106140 -0.301450 -0.574360 -0.431670 0.396620 0.000 0.000 -0.279 -0.279 0.197 0.197 -0.206 -0.302 0.162 0.261 -0.306 0.125 0.125 0.183 0.183 0.106 0.106 0.288 0.591 0.591 0.292 -0.301 0.127 0.207 -0.014 -0.331 1.042 0.000 0.000 -0.265 -0.265 -0.172 0.144 0.607 0.000 -0.061 0.709 -0.305 0.397 -0.021 0.385 0.000 0.000 -0.279 -0.279 0.197 0.197 -0.206 -0.302 0.162 0.261 -0.306 0.125 0.125 0.183 0.183 0.106 0.106 0.288 0.591 0.591 0.292 -0.301 0.127 0.207 -0.014 -0.331 1.042 0.000 0.000 -0.265 -0.265 -0.172 0.144 0.607 0.000 -0.061 0.709 -0.305 0.397 -0.021 0.385 11.347572 NA 10.385691 6.332869 8.628919 10.756504 10.479905 11.801019 9.094864 9.862691 14.202686 12.436274 7.040689 10.846992 13.627899 10.664782 6.062700 11.748659 8.822584 11.317257 10.832893 9.884728 12.199805 12.802495 13.450484 12.821692 NA 1.841007 9.871684 9.391764 10.6145681 11.3480681 10.2193116 1.1629190 10.9850376 10.5544032 13.9641650 9.8304113 7.0357734 9.2756450 9.2040563 13.1851046 9.5444964 8.2482843 10.1031117 10.2593964 3.7952163 9.8010186 9.9044118 7.9390491 11.8539904 2.1629512 9.9856750 10.5218157 5.8297024 5.6483705 3.0889387 9.9118086 -0.1589125 8.9057594 8.8606075 11.3172566 10.8204419 9.5143259 10.6931560 10.9508474 NA 0.8410070 8.6004723 8.9920334 8.8744398 5.3801753 10.0794214 11.1275745 10.0984046 11.8758157 10.2067924 10.0984046 7.5518228 10.4252371 9.1066318 10.4460332 9.7152296 NA 3.5959094 7.6386785 8.0569623 9.3517809 9.0901302 7.4557267 10.3547444 4.3956044 TCGA-UF-A7J9 75 0 NA 1358 head and neck stage iva t4a n0 m0 male 2011 NA yes head and neck squamous cell carcinoma 25.5 1951 0 white NA 2 4 NA NA 2 1 1 1 1 1 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 7 7 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 7.31702e-06 2.531481e-06 10.4782402 -1.3349711 10.7006898 4.7733845 6.3927811 10.6694314 7.2117540 5.4977497 7.8196778 14.9671060 8.7523228 9.3416985 8.0311818 -0.3351531 9.1015713 8.7201423 5.5352256 1.8347921 11.1196731 9.2951270 5.7416746 4.7092520 12.9903058 7.3372847 11.5450173 -1.3349711 10.5367650 10.4997258 10.8136541 9.4021071 0.2498700 0.9868114 5.0398973 8.6001281 8.1160710 -0.3351531 14.6233672 5.8044124 8.8196778 11.6016818 8.5072103 8.1078035 9.7850977 4.1242950 0.2498700 11.3172566 11.8203105 8.7106195 NA 10.9479482 7.1825294 12.5141671 7.8247309 4.9686391 -1.3349711 NA 1.2498094 1.9867750 0.6648469 14.3436783 14.5000610 10.8571526 12.4686882 NA 4.9867886 10.0874502 5.3927811 3.1884168 9.6906914 11.6349657 -1.3349711 17.7366364 10.6972500 NA 3.4197411 3.3087104 12.5886515 8.6248616 3.9502631 11.1956027 9.5359950 15.8525308 9.2850797 7.7863931 5.1078050 11.2589511 10.4746279 5.0571773 13.8271331 9.6809716 11.5386884 11.4602907 -0.3351531 8.9257793 10.7572866 9.2347154 -1.3349711 NA -0.3351531 6.1726535 9.9901652 10.3600881 NA 1.8347921 6.6760868 7.0002502 -1.3349711 10.4151481 7.3652997 12.7638788 9.6723776 10.3752357 2.4722018 13.1718491 4.1242950 9.3319714 11.0385406 8.3927802 9.2432325 10.2907467 5.0047081 13.5279329 10.4346977 3.2498245 10.9014720 9.3301958 8.9386554 11.7015486 7.4029524 11.2680225 8.8069668 -1.3349711 10.6255858 -0.3351531 0.185710 0.185710 1.134000 -0.269130 1.547400 -0.082801 0.205800 0.205800 0.184640 0.184640 0.201370 -0.349620 -0.349620 -0.349620 0.407780 -0.084665 -0.084665 3.656900 0.216830 -0.339870 -0.339870 -0.066657 0.093864 0.016705 0.564900 0.059080 0.200150 0.200150 0.000000 -0.381900 -0.353390 -0.353850 0.185710 0.185710 0.181380 -0.358740 -0.366690 -0.366690 -0.366690 -0.350760 0.194210 0.194210 0.194210 -0.269130 -0.269130 -0.269130 -0.075612 0.205800 0.205800 -0.344690 -0.349620 0.447480 0.065799 0.080024 -0.162560 -0.084665 -0.074277 0.216830 -0.339870 -0.339870 0.197400 -0.362040 -0.066657 -0.231720 -0.231720 0.093864 0.181920 -0.343890 -0.374490 0.059080 0.059080 -0.193000 0.000000 0.000000 0.000000 0.000 -0.163 0.000 0.000 0.520 0.520 -0.340 -0.362 0.000 0.167 -0.053 0.000 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 0.200 0.200 -0.193 0.838 0.186 0.186 -0.367 0.616 -0.320 0.194 -0.269 -0.269 0.000 0.000 0.206 0.206 -0.160 0.185 0.098 0.447 0.000 0.000 0.000 -0.163 0.000 0.000 0.520 0.520 -0.340 -0.362 0.000 0.167 -0.053 0.000 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 0.200 0.200 -0.193 0.838 0.186 0.186 -0.367 0.616 -0.320 0.194 -0.269 -0.269 0.000 0.000 0.206 0.206 -0.160 0.185 0.098 0.447 0.000 0.000 11.5367650 -0.3351531 10.4628414 7.1446399 10.4029520 11.1752828 10.3355161 11.3648659 10.7589375 9.2814087 10.7648650 11.5473118 7.9456305 11.7949477 12.0055444 10.9640678 3.8068602 13.8271331 9.9686406 11.5386884 10.8562275 10.3509225 11.7506559 12.6783125 13.1292141 13.0612639 -1.3349711 2.1242950 9.8755311 10.7909189 11.6398121 11.5694944 10.2403990 1.6648469 10.9491055 10.7909189 14.1537010 8.8472541 8.1426182 9.4922025 9.3713559 13.0850832 9.6133147 8.6392745 9.8669653 10.1078033 11.1196731 9.5158279 9.4649508 5.8347845 11.3172566 4.9686391 9.8391613 10.8571526 6.1405926 5.3087176 5.1405946 8.9032646 -0.3351531 9.2582508 11.4264110 11.5386884 11.4602907 10.1751295 10.7572866 11.2434683 1.8347921 7.9269548 9.6829418 10.4965629 6.2942164 3.5717496 10.4151481 11.8321211 10.3752357 11.9389467 9.8441469 10.1436294 9.4113741 10.2907467 9.2223235 10.3199432 10.9210685 2.3653006 NA 7.6563820 9.2036793 9.4297314 9.0668058 7.7655221 10.2045033 5.4462198 TCGA-UF-A7JA 66 0 NA 2265 head and neck stage iva t4a n1 m0 female 2008 NA yes head and neck squamous cell carcinoma NA NA 1 white NA 2 1 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 7.559765e-06 2.150025e-06 8.8201790 NA 10.9013698 2.7369728 6.3692344 10.9233275 5.3923174 6.9772799 8.4811266 15.2915305 7.8328900 8.8517490 8.2223926 NA 8.7233766 8.3779336 5.5024993 3.5849625 2.7369728 9.5812006 1.7369512 1.4150555 11.1344263 11.2624864 11.3268040 5.3219281 11.0808175 10.3692338 10.5609697 10.2699059 NA 1.0000000 2.8744626 9.0249180 NA 5.7548875 12.0093621 7.2915548 9.9933442 10.7648716 9.6570206 9.9648221 11.2873276 7.0945180 1.7369512 9.3053019 12.8474489 8.5209459 NA 12.2455527 7.3737065 13.5596161 7.4262648 7.9228323 4.5443185 0.4150014 2.8744626 3.2223873 2.4150285 14.6438938 15.7103085 9.9638595 12.5865271 2.4150285 2.4150285 10.7159620 3.3219281 2.8744626 9.8517490 10.6140963 NA 17.2910987 11.4747199 5.3219281 1.7369512 -0.5848904 11.4044320 6.9541963 3.8744724 10.8448993 9.9238226 14.5034945 9.1514395 7.6724253 7.9848929 11.0325050 10.0768156 4.6244928 11.3485142 10.4518980 11.6116396 11.3826240 6.5647851 8.3249307 11.1918817 9.0352574 -0.5848904 NA 4.1699250 8.2510880 10.0588937 9.2159375 4.9068906 6.2976812 NA 6.6048616 NA 10.6348111 8.1395514 12.7195314 9.0290663 10.4797803 5.7188192 13.0253703 7.0074949 8.9088930 11.0297474 8.6677030 9.0260622 9.7245139 7.5025001 11.8695938 11.1080888 4.3219281 10.2605276 11.3735902 8.7944159 12.0883466 8.6048619 9.8486229 10.3014962 NA 9.9971795 NA 0.023426 0.000000 0.825680 0.400280 0.086088 0.086088 0.074696 0.156060 -0.233490 0.474440 0.482170 -0.237890 -0.237890 -0.217130 0.142800 -0.188230 3.656900 -0.027479 -0.027479 3.656900 -0.243380 -0.141940 -0.072541 0.289920 0.289920 0.058084 0.569340 0.289730 -0.020412 0.039264 0.039264 0.148590 0.023426 -0.565750 0.000000 -0.090361 -0.090361 -0.090361 -0.229200 -0.056307 -0.056307 -0.056307 -0.626840 -0.138330 -0.138330 -0.138330 0.086088 0.156060 -0.237650 -0.233490 -0.586280 0.150990 -0.038578 -0.038578 -0.041548 -0.188230 -0.225880 -0.029643 -0.049289 -0.049289 -0.209700 0.157560 -0.141940 0.166400 0.166400 -0.072541 -0.072541 -0.225150 -0.225150 0.058084 0.144290 0.102050 0.196640 0.196640 -0.234550 0.000 0.000 -0.188 -0.188 0.000 0.000 0.000 -0.210 -0.142 0.166 0.166 0.000 0.000 0.290 0.065 0.000 0.000 0.000 0.000 0.569 0.569 0.102 0.000 0.000 0.000 0.826 0.826 0.000 0.000 0.262 -0.138 0.000 0.000 0.325 0.325 0.241 0.474 -0.066 0.151 0.197 0.000 0.000 0.000 -0.188 -0.188 0.000 0.000 0.000 -0.210 -0.142 0.166 0.166 0.000 0.000 0.290 0.065 0.000 0.000 0.000 0.000 0.569 0.569 0.102 0.000 0.000 0.000 0.826 0.826 0.000 0.000 0.262 -0.138 0.000 0.000 0.325 0.325 0.241 0.474 -0.066 0.151 0.197 0.000 11.398031 4.058897 10.829913 4.662963 10.887728 11.723044 10.592457 11.873188 9.930737 9.934674 9.888743 11.511423 6.807355 10.882134 9.648657 10.016808 5.197445 11.348514 8.464886 11.611640 11.093638 11.012625 12.363998 12.342793 12.617621 8.572385 1.736951 4.502502 9.632995 9.588715 10.6853329 11.7919768 12.1978310 1.7369512 11.6263174 11.2380066 14.0970412 10.2566018 6.1154765 9.1309996 9.4065594 11.8381534 8.5304972 8.9405582 10.1881602 8.5287795 2.7369728 10.2877124 8.0037523 6.6048616 9.3053019 5.4374042 9.8062810 9.9638595 6.8159174 4.9068906 4.9068906 9.3159042 0.4150014 9.3531468 9.1015379 11.6116396 11.3826240 10.8907710 11.1918817 10.4484605 NA 8.0443941 7.7630576 10.2558155 4.1154744 5.4594316 10.6348111 11.5077946 10.4797803 12.4148614 10.7526594 10.0416592 8.5974317 9.7245139 8.2223926 10.4241663 9.9971795 NA 6.3602466 4.4594316 10.3895095 9.4811268 9.2368114 8.9228320 10.4065593 5.6629660 TCGA-UF-A7JC 42 1 546 484 head and neck stage iva t3 n2b m0 male 2012 NA yes head and neck squamous cell carcinoma 38 1984 3 white NA 1 3 NA NA 3 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.59518e-06 4.508117e-07 7.7755063 NA 9.6990140 NA 0.5228593 10.1190306 2.8447673 3.6927619 8.9301087 15.8412071 7.5001208 7.9781682 7.6417815 -0.4771407 9.1846190 9.5848870 4.9822726 2.1077883 1.8447874 8.6649478 NA NA 7.5889297 8.2023207 11.1675984 6.0464037 10.4763098 10.1783716 10.6056552 10.8186097 NA NA 1.1078218 9.0611462 NA NA 13.6750464 3.2232835 10.1845476 11.4671868 5.8447698 3.3301998 12.7277176 -0.4771407 NA 13.4767644 12.2119652 9.4221977 NA 12.7543620 13.9092173 11.7648240 6.1952669 6.7802287 NA NA -0.4771407 1.1078218 1.1078218 14.8945800 14.9434544 10.3350181 13.1294773 -0.4771407 2.3301855 11.6776589 0.5228593 -0.4771407 9.2215456 10.4108229 NA 19.2438348 8.3074754 NA 1.1078218 1.1078218 12.1664716 6.3172570 5.8978793 10.9448950 10.6858614 15.8807879 9.6195559 4.6521251 -0.4771407 11.5008362 9.9657843 5.4770361 11.8531667 7.6877480 11.3446148 12.1788187 NA 8.5645001 10.7689876 1.5228593 -0.4771407 2.8447673 5.9657843 6.6313648 8.7636320 8.0735878 NA -0.4771407 2.1077883 4.8082409 -0.4771407 10.4342328 -0.4771407 12.4570845 9.2187475 10.4267227 5.2232797 12.7197502 -0.4771407 7.9532932 11.1049828 9.0812616 8.8978802 9.3260517 11.8856065 9.5644999 10.2626214 0.5228593 7.4712078 6.5340678 9.0005989 11.9838086 9.1846190 12.1848415 8.5535080 NA 11.7414040 -0.4771407 0.0267950 -0.0088526 0.0839200 0.0749840 0.0546600 0.0546600 0.0632230 0.0632230 0.1608500 0.1608500 0.1626500 0.0012481 0.0012481 0.0000000 0.6317100 -0.0828010 3.6569000 3.6569000 -0.2502800 0.4422300 0.4422300 0.0255310 0.0044411 0.0476940 -0.7258800 -0.3012200 0.0206670 0.0206670 -0.0970840 -0.0116110 -0.2082100 -0.2082100 0.0267950 -0.1178600 -0.0282180 -0.7278200 -0.7278200 -0.7278200 -1.1440000 0.4607500 -0.2995700 -0.2995700 -0.2995700 -0.6455600 -0.6455600 -0.6819600 0.0546600 0.0632230 0.0632230 0.1471200 -1.2244000 0.0000000 -0.3482700 -0.3328300 -0.2034900 -0.0828010 -0.7343300 0.0844980 -0.4903600 -0.4903600 -0.0098185 0.3664000 0.0518770 0.0218840 0.0218840 0.0044411 0.0044411 -0.7258800 -0.7258800 -0.3012200 -0.3157600 -0.3412500 -0.1034200 -0.1034200 -0.1034200 -0.333 -0.203 3.657 3.657 0.470 0.226 -0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.726 -0.301 -0.301 0.000 -0.197 0.000 0.000 0.000 0.000 0.000 0.000 -0.728 0.000 -0.300 -0.300 -0.646 -0.646 0.000 0.000 0.000 0.000 0.161 0.161 0.000 0.000 -0.103 -0.103 -0.333 -0.203 3.657 3.657 0.470 0.226 -0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.726 -0.301 -0.301 0.000 -0.197 0.000 0.000 0.000 0.000 0.000 0.000 -0.728 0.000 -0.300 -0.300 -0.646 -0.646 0.000 0.000 0.000 0.000 0.161 0.161 0.000 0.000 -0.103 -0.103 10.3932055 -0.4771407 9.1506300 7.0926969 11.7805233 11.9934666 11.9603328 12.2273929 7.4653550 9.9647475 11.6874335 11.4267227 8.1152981 10.3742776 12.7152877 10.2693551 5.1861836 11.8531667 8.0735878 11.3446148 10.3745898 9.9740519 10.7151336 12.4574568 12.5584991 8.6103036 -0.4771407 1.1078218 9.7322941 10.0405102 11.2768931 12.0326158 11.0086701 NA 11.5200203 10.6617525 13.8320961 9.8693545 5.1666954 8.9279824 8.4624201 10.7039930 9.3708221 8.0697355 10.6864905 8.5452085 1.8447874 11.2760576 8.6725880 4.8447673 13.4767644 -0.4771407 10.7907979 10.3350181 5.7896275 3.7707656 NA 9.8209033 1.1078218 8.8447688 9.1059234 11.3446148 12.1788187 11.3698981 10.7689876 11.5579835 1.1078218 NA 6.4653558 9.6559830 3.6102985 1.8447874 10.4342328 11.4591107 10.4267227 12.0862754 10.3831518 9.2215456 8.3901195 9.3260517 5.7126646 10.4024241 9.9626716 0.5228593 0.5228593 0.5228593 8.1756139 9.8503935 10.4668207 7.7896275 9.9761114 5.7516592 TCGA-UF-A7JD 71 1 739 735 head and neck stage iva t4 n2b m0 male 2012 NA yes head and neck squamous cell carcinoma 61 1951 2 NA NA 1 2 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.363749e-06 1.144368e-06 11.2282047 -0.4552179 10.7308856 4.8301742 6.0205044 10.9392341 NA 6.2029838 8.9710362 14.5073512 7.8934993 8.9897862 8.4120503 -0.4552179 8.2896053 8.9605132 5.4989688 2.8666904 4.0683355 11.0658810 1.5447821 0.5447821 13.0416252 7.8393921 10.9809624 1.5447821 10.2417389 10.0790743 10.5482893 10.3121283 -0.4552179 NA 4.1886304 8.2488133 NA 7.6162334 13.3808218 6.0042025 10.2624478 10.9083587 8.0123770 8.8324837 10.0790743 6.2029838 NA 12.0885283 9.8068663 8.3063229 -0.4552179 9.2434761 5.5110189 12.1727612 8.6269206 7.4395891 3.4516595 2.3521370 0.5447821 2.3521370 2.3521370 13.9466442 13.9185345 10.0565241 12.0513270 -0.4552179 3.6322333 10.9493809 3.1297281 2.8666904 9.5475865 11.5626238 0.5447821 14.6822429 13.5549498 9.1222003 3.2452066 3.2452066 11.8071600 9.6585136 4.1886304 10.5803335 9.9219819 16.4851424 9.3228486 6.7444437 6.1741287 11.5472349 10.8451240 6.0525659 11.2382584 9.3359343 10.2684324 11.8840647 3.0041957 8.8823933 10.8456959 7.0761529 0.5447821 -0.4552179 4.3521229 7.4212881 9.4561634 9.5850611 3.1297281 4.5447697 NA 4.2452142 3.4185813 10.9028731 7.0205044 12.2428249 9.5753282 9.6229223 3.6322333 13.5050449 2.1297446 8.3456714 11.5408918 9.2538553 8.7831760 10.0336157 7.4274143 13.5208880 10.7723874 2.5447821 9.3112340 7.3063224 9.1390960 11.0495904 7.7783913 11.3581518 9.0604711 1.5447821 7.6585136 3.0041957 0.068522 0.026092 0.580590 -0.226990 0.222060 0.222060 1.431200 0.080456 -0.223070 0.674740 2.320500 -0.622450 -0.610470 -0.228340 -0.227360 -0.042788 1.079800 0.607380 0.000000 -0.046718 -0.046718 -0.277620 0.015168 0.874680 -0.203740 0.022304 0.040751 0.040751 0.243110 -0.255030 -0.255030 0.422170 0.686630 -0.664300 -0.054960 -0.293310 -0.293310 -0.293310 -0.271520 -0.285370 -0.228220 -0.228220 -0.259740 -0.121080 -0.286910 -0.206970 0.222060 0.080456 0.080456 -0.054151 -0.610470 -0.223790 -0.140130 -0.140130 0.087679 -0.042788 -0.593220 -0.020966 -0.046718 -0.046718 0.211770 0.201060 -0.573180 0.333690 0.332700 0.015168 0.037500 -0.478700 -0.451060 0.022304 0.022304 -0.299220 -0.362380 -0.362380 0.243110 -0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.201 -0.266 0.329 0.329 0.000 0.000 0.671 -0.204 0.000 0.000 -0.255 0.422 0.000 0.000 -0.299 0.248 0.000 0.000 -0.293 0.475 -0.285 -0.285 -0.227 -0.227 0.152 0.000 0.000 0.000 -0.169 0.261 -0.610 -0.610 -0.362 -0.119 -0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.201 -0.266 0.329 0.329 0.000 0.000 0.671 -0.204 0.000 0.000 -0.255 0.422 0.000 0.000 -0.299 0.248 0.000 0.000 -0.293 0.475 -0.285 -0.285 -0.227 -0.227 0.152 0.000 0.000 0.000 -0.169 0.261 -0.610 -0.610 -0.362 -0.119 11.3883000 3.5447697 9.8563835 5.7345958 10.6894297 12.3161908 8.1031923 11.3420277 11.5510975 9.5946200 11.1165241 11.4433728 7.3391873 11.2946408 9.6688928 10.5754386 4.8835524 11.2382584 9.3195586 10.2684324 10.2837081 10.2180805 10.2154277 13.2324675 12.4266501 6.3129555 -0.4552179 1.1297446 9.0406264 9.5018734 10.8745678 12.0805328 9.8174012 2.8666904 11.0042030 11.4011970 14.0600333 6.2996586 6.9023233 9.0406264 10.0184771 11.1773123 8.6337716 8.2242516 10.7944775 10.1022352 4.0683355 10.7867546 8.9219819 9.3212045 12.0885283 4.5891642 10.7027499 10.0565241 7.4151358 6.7345958 1.5447821 8.6945184 3.2452066 9.5768171 11.8229305 10.2684324 11.8840647 11.0673529 10.8456959 11.4085705 2.3521370 3.2452066 8.9407338 11.9804417 8.0285874 5.2452104 10.9028731 11.6804807 9.6229223 11.8147747 10.1390961 9.3310410 9.5726775 10.0336157 9.7308856 9.9699874 10.5062211 2.1297446 -0.4552179 1.1297446 8.9846437 9.5220514 9.8934996 8.0042030 10.0265709 5.0042047 TCGA-UF-A7JF 80 0 NA 1686 head and neck stage iva t4a n2a m0 male 2010 NA yes head and neck squamous cell carcinoma 42 1940 2 white NA 2 2 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 7 0 0 0 0 0 0 0 0 7 0 4 0 4 0 0 0 0 0 0 0 0 7 0 0 2.947615e-06 1.10969e-06 7.8432270 NA 10.0481394 1.0019463 1.0019463 9.9925016 9.2227063 6.9326624 8.2081251 15.2548251 7.0893880 6.1448825 9.6055512 0.4169478 8.0572071 8.7568125 5.2749437 6.4937786 3.0019283 7.3536003 -0.5829441 -0.5829441 5.6264158 6.2873264 9.8794647 -0.5829441 10.4661302 10.2980763 10.8820185 9.9168083 -0.5829441 0.4169478 2.0019103 7.4924950 0.4169478 -0.5829441 12.5887647 3.2243182 10.7253014 9.4309829 7.7478794 7.5410834 12.1431805 1.0019463 NA 11.2803743 12.1584294 7.5616209 2.0019103 12.0515466 10.1337476 12.0335112 8.5410838 6.1174021 4.8763942 NA -0.5829441 2.4169748 0.4169478 14.4308943 14.9653264 11.7363522 11.6583497 NA 1.7388975 8.3565418 -0.5829441 1.0019463 8.0019249 11.5790390 0.4525954 18.1968869 10.6749395 NA NA 2.4169748 10.8702330 6.6553676 4.0019283 9.5552214 11.4060020 14.3829721 8.7366346 4.5044234 3.4169613 11.3384314 9.9483439 NA 12.0689087 6.6648895 10.2896373 10.2056807 1.0019463 8.6141790 9.0463189 7.5149941 NA -0.5829441 1.4169478 7.4225871 7.6696278 9.1139299 1.7388975 4.9405239 NA 7.2435110 NA 9.6517799 6.6166341 13.0358067 8.3753410 10.1234584 2.5868848 13.2021083 5.5254864 8.0499574 11.0117535 6.3594772 8.1069602 9.5321361 9.0715983 9.1634766 9.4197774 NA 10.2522233 4.0608170 8.6457809 10.7224542 7.8557543 10.3899422 7.8640456 -0.5829441 10.1975021 -0.5829441 0.1428500 0.2118900 0.8926200 1.0219000 0.2396500 -0.4981100 0.0415660 0.0402930 0.5467800 0.5467800 0.5117500 -0.5881600 -0.5881600 -0.5965400 0.4204500 0.0000000 0.0000000 0.6265600 0.0381730 0.0603320 -0.0092991 0.5782200 -0.0245570 0.2524200 -0.2897900 -0.0499970 0.5430800 0.5430800 0.0221310 -0.0086090 -0.0086090 -0.0086090 -0.4298400 -0.4298400 0.1763000 -0.3637000 -0.3449500 -0.3449500 -0.3199800 -0.3101800 -0.2884800 -0.2884800 -0.2884800 -0.2404900 -0.2404900 -0.2727600 0.2396500 0.0402930 -0.0021678 -0.0379300 -1.1637000 0.4489700 -0.0316640 -0.0316640 -0.0316640 -0.0175610 0.0000000 -0.6489500 0.0166930 0.0363370 -0.5749900 0.0385970 -0.0249070 0.5222700 0.5222700 -0.0245570 -0.0245570 -0.3008900 -0.9538700 -0.0499970 -0.0499970 -0.0330120 0.0393030 0.0112880 0.0246560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.535 0.535 0.000 0.000 -0.037 -0.290 0.000 0.000 0.000 0.000 0.543 0.543 0.000 0.000 0.164 0.164 -0.320 0.573 -0.310 -0.310 0.723 -0.240 -0.258 -0.498 0.000 0.000 0.547 0.547 -0.588 -0.168 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.535 0.535 0.000 0.000 -0.037 -0.290 0.000 0.000 0.000 0.000 0.543 0.543 0.000 0.000 0.164 0.164 -0.320 0.573 -0.310 -0.310 0.723 -0.240 -0.258 -0.498 0.000 0.000 0.547 0.547 -0.588 -0.168 0.000 0.000 10.3653296 0.4169478 9.3939704 2.7388975 9.8630119 9.1499269 9.6493834 12.2178623 8.1584294 8.7701092 13.4222360 9.6409641 6.3827468 10.2710515 12.0279872 9.7679015 4.5968696 12.0689087 8.2934795 10.2896373 10.3410326 8.8348149 11.7275752 13.1541611 13.1092509 10.4964472 -0.5829441 2.0019103 9.2561662 9.5004418 10.3261054 12.2733879 12.4075982 2.0019103 10.3769643 11.4914384 14.8476736 8.2593125 6.4281893 9.0261411 7.9326624 12.9583010 8.5669890 9.6672608 10.7064049 8.9128175 3.0019283 9.3638686 8.5359033 7.0608180 11.2803743 3.8092807 10.0626208 11.7363522 6.3942415 5.3942432 4.9088177 9.2227063 NA 8.6457809 11.0005153 10.2896373 10.2056807 9.6977332 9.0463189 10.8495042 -0.5829441 7.5768335 7.9729321 8.5513887 8.6767057 8.3388032 9.6517799 9.8967426 10.1234584 13.1858704 11.1174021 10.5686132 7.7207429 9.5321361 7.8599056 10.9934467 7.9981628 -0.5829441 2.0019103 9.5692473 10.0254297 9.1516719 8.6385496 7.6648895 9.7876497 2.4169748 TCGA-UF-A7JH 59 0 NA 896 head and neck stage iva t4a n0 m0 male 2012 NA yes head and neck squamous cell carcinoma 52 1960 0 black or african american NA 2 2 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.115347e-06 8.669455e-07 8.30012739 -0.97596406 10.46487223 4.23345862 6.05742644 10.34423953 7.02962736 6.29078931 8.65699825 16.57551606 7.29546590 7.71748999 8.99410901 NA 8.03523019 9.00557038 5.68221370 6.07928637 4.27193358 9.29546613 0.02403594 -0.97596406 12.74702398 6.93089342 11.13187393 NA 9.92637814 10.57474980 9.94955755 9.94435584 0.60899844 0.02403594 3.72444291 8.13628625 NA NA 13.13839609 5.84418225 9.69685263 10.58815253 8.30477386 8.09009230 11.31113825 3.19392941 NA 11.48573826 11.90702810 8.21382745 NA 11.40067113 10.48735882 11.53945648 7.31862415 7.12203488 2.72443200 -0.97596406 0.02403594 4.45026769 3.66785807 15.83345505 16.17628808 10.75362376 11.45680589 NA 4.11146539 10.84577699 0.02403594 2.83135032 8.27193078 11.19861668 NA 18.83221625 11.03313182 NA 3.11146539 3.02400046 11.29108233 9.60896555 4.66785807 10.57551901 10.83176041 15.19326259 8.62577385 3.54756088 4.38155333 11.99428873 9.35043249 3.11146539 11.44442124 7.76883670 10.74167950 10.95510985 NA 8.58242391 10.35155567 5.19392941 NA NA -0.97596406 7.77554707 8.07385182 9.63963266 0.02403594 3.02400046 7.90664592 5.69642789 NA 10.37935411 5.53179627 12.97090933 9.47924815 11.00735299 3.27193358 13.43478561 3.93089815 7.93389598 11.38704265 7.36829866 8.87575212 10.42924562 7.57475018 12.26970428 10.01764915 0.60899844 8.91578678 6.53970321 8.86005338 10.47881643 8.26955592 11.30969422 9.01552489 -0.97596406 11.62135731 1.34590727 0.0000000 0.0186630 0.4558100 0.1932600 0.4770100 -0.4274600 3.6569000 -0.0184900 1.4068000 1.4068000 1.6336000 -0.4440500 -0.4440500 -0.4434000 0.3881600 -0.3323700 -0.3323700 2.3708000 3.6569000 0.5962000 0.5623800 0.3827000 0.1361300 -0.0511810 -0.0264410 -0.0674580 -0.0275350 -0.0449030 0.3701900 -0.0528010 -0.0022168 0.3562400 0.0186630 0.0186630 -0.4428600 -0.4599200 -0.4496400 -0.4496400 -0.4280500 -0.4574700 0.0162570 0.0162570 -0.9076000 -0.2054800 -0.2016200 -1.2929000 0.4272100 0.0112610 -0.0216470 1.2450000 -1.1413000 0.3881600 -0.0258930 -0.0258930 -0.0140900 -0.2898800 -0.4516800 0.3683800 -0.4777600 0.1846500 0.4051100 0.4051100 0.3994100 0.3873300 0.3873300 -0.5839200 0.1422100 -0.0264410 -0.0343170 -0.4596100 -0.0534760 -0.9304200 -0.4599700 -0.4599700 0.3603900 0.000 0.000 -0.433 -0.433 0.415 0.000 0.596 0.405 0.399 0.336 0.336 0.133 0.133 0.000 0.000 0.000 0.000 0.376 0.376 0.000 0.000 -0.416 0.000 0.000 0.000 -0.450 0.456 -0.415 -0.415 -0.202 -0.202 0.413 -0.015 0.000 0.000 1.235 1.235 -0.444 -0.056 -0.113 0.341 0.000 0.000 -0.433 -0.433 0.415 0.000 0.596 0.405 0.399 0.336 0.336 0.133 0.133 0.000 0.000 0.000 0.000 0.376 0.376 0.000 0.000 -0.416 0.000 0.000 0.000 -0.450 0.456 -0.415 -0.415 -0.202 -0.202 0.413 -0.015 0.000 0.000 1.235 1.235 -0.444 -0.056 -0.113 0.341 10.7065588 0.6089984 10.2250119 4.9066453 10.0247072 13.0830635 9.0225934 11.7890819 10.3487462 9.8135367 10.6730077 10.3897787 7.4120202 11.6911146 12.6319112 12.4912265 4.8834742 11.4444212 8.9840051 10.7416795 10.2902040 9.4534098 11.8149624 13.9487311 13.1174206 9.4492190 -0.9759641 0.6089984 9.4055459 10.3810051 10.6728100 11.9781993 10.3266419 1.3459073 10.8905092 10.6271657 13.9286353 9.5891050 6.8694927 9.0806409 8.2552241 11.6531320 8.8590903 9.1507074 10.5313022 9.9316448 4.2719336 9.9854528 9.2743015 7.0574264 11.4857383 3.6678581 10.7578657 10.7536238 6.1325275 6.4163213 -0.9759641 10.0711270 -0.9759641 9.1724795 8.7244429 10.7416795 10.9551098 10.6660548 10.3515557 10.9491865 1.8313503 3.4834289 7.9438200 10.0183565 5.1114654 3.4163263 10.3793541 10.5007493 11.0073530 12.8724304 10.7892892 10.0629220 9.0954653 10.4292456 8.1863946 10.6995191 10.3749422 2.3459357 NA 2.0240005 9.2204453 9.5544095 9.3380196 7.5553844 10.0525998 3.9781956 TCGA-UF-A7JJ 68 0 NA 549 head and neck stage iva t4a n0 m0 male 2013 NA yes head and neck squamous cell carcinoma 80 1953 0 NA NA 3 1 NA NA 3 3 2 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 3.01697e-06 7.62912e-07 9.7662393 NA 10.0405495 6.0072471 7.1215045 10.4353545 6.0072471 7.6793619 8.7161987 17.2527480 7.2742402 7.7473807 7.3942706 -0.5006261 9.0862926 8.9812522 5.3717888 6.1288089 8.0072477 7.9711279 NA -0.5006261 12.7985178 6.7848547 10.8365172 4.5869148 10.4448967 10.2971144 9.3866734 11.5513415 NA -0.5006261 4.5869148 8.9173264 NA NA 13.1404885 6.0844151 9.0712054 10.4959264 9.1104776 8.5682313 11.6415599 3.7473767 NA 12.5705800 11.9609323 9.2375451 2.0844045 11.7064672 8.9377249 12.5806034 7.8032335 7.8123358 NA -0.5006261 -0.5006261 1.4994760 -0.5006261 15.6654780 16.4663021 9.8820769 12.3618965 NA 5.3574324 10.6649880 2.3068163 3.9588891 9.5695739 10.7204357 0.4994760 17.9735271 12.1390197 NA 3.5869208 2.6693670 11.3651861 8.3228200 6.3196324 10.3147160 10.2987345 14.6330767 9.5106801 6.7568405 5.4063428 11.3279861 9.7485664 4.6287386 12.4827814 9.7638955 9.7450055 11.9016655 -0.5006261 8.1894510 10.3759698 6.6287357 -0.5006261 NA 4.3574324 6.7473807 9.0190892 10.1990253 3.7473767 1.4994760 3.7473767 4.5438485 0.4994760 11.0244842 4.7473820 12.6807605 9.5608917 9.7709159 6.2409191 13.2483795 7.0540421 7.7426267 11.4648764 9.1701091 9.1824475 9.9537521 10.5882411 12.7145308 11.2367002 0.4994760 9.1049323 7.4003193 8.5328760 11.5510017 8.5547354 12.4704575 8.6892775 -0.5006261 11.2239667 0.4994760 0.5829100 0.3769600 0.0276010 0.0020805 -0.0465830 -0.0465830 0.0000000 -0.0749450 -0.1409100 0.3073900 0.3073900 -0.1693300 -0.1190000 -0.1190000 -0.1247500 0.0056919 0.5281800 0.0033299 0.0033299 -0.0503700 -0.0503700 0.0104240 -0.0135400 -0.0532060 -0.0532060 -0.0936670 0.1277100 0.1277100 -0.0013858 0.0035433 0.0035433 0.0263730 0.0287630 0.0287630 -0.2481200 -0.0667180 -0.0667180 -0.0667180 -0.0667180 0.0224440 0.0224440 0.0224440 -0.0253460 0.0020805 0.0020805 -0.1076200 -0.1383700 -0.0877120 -0.0877120 -0.1409100 -0.1190000 -0.1190000 -0.1410300 -0.0399600 -0.0026322 0.0056919 0.1133000 -0.0129910 -0.0503700 -0.0503700 0.0358060 0.0358060 0.0104240 0.0447150 0.0447150 -0.0135400 -0.0135400 -0.0532060 -0.2982700 -0.0936670 0.3703500 -0.0193140 -0.0013858 -0.0013858 -0.0013858 0.000 0.000 0.000 0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.274 0.000 0.000 0.128 0.128 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.166 0.307 -0.119 -0.119 0.000 0.000 0.000 0.000 0.000 0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.274 0.000 0.000 0.128 0.128 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.166 0.307 -0.119 -0.119 0.000 0.000 10.927289 0.499476 9.703449 5.821381 10.866868 10.134200 11.404087 11.170552 11.933038 9.899265 11.244522 10.974173 8.570915 10.476017 10.884776 10.839303 4.917642 12.482781 8.594850 9.745006 9.938245 10.666244 10.826444 12.819423 12.050921 6.983268 NA 2.084404 9.234162 9.400320 10.2668097 11.8627663 11.9008658 1.0844045 10.8448581 9.5974850 14.5121608 9.2906159 7.7615479 9.1049323 8.6079772 12.8320489 7.8766637 8.2808125 10.2526696 8.9832687 8.0072477 10.1603401 8.0956428 10.7408402 12.5705800 4.5438485 10.5314986 9.8820769 5.9088441 8.1251618 1.0844045 9.7174105 -0.5006261 8.5050775 9.5547352 9.7450055 11.9016655 10.6027407 10.3759698 10.9056578 NA -0.5006261 7.6027404 10.6261574 10.1522978 5.8032348 11.0244842 10.9008658 9.7709159 12.0636023 10.5981430 10.5709152 9.3035840 9.9537521 8.0730999 10.2889865 10.6396436 4.3068091 5.0540410 7.5438469 10.5522723 9.5424802 9.3228200 8.3449430 9.8712295 4.8570056 TCGA-UF-A7JK 59 1 424 NA head and neck stage iva t4a n2b m0 male 2010 NA yes head and neck squamous cell carcinoma NA NA 3 NA NA 1 3 NA NA 3 3 3 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2.536117e-06 1.254124e-06 8.6704743 NA 10.3786148 0.1527675 2.9601595 10.1924093 4.2402685 3.4007292 9.2613294 16.2705798 6.8110163 8.5386674 8.0045536 NA 8.9729838 9.5621957 6.0208244 3.3227358 1.4747216 7.7340057 NA -0.8471027 7.1471581 5.6606007 11.0656941 5.5621966 10.6812589 10.5092568 10.6576238 9.7140928 NA 1.1528324 2.7377733 7.7562828 NA NA 14.3690202 6.0953190 10.4101927 11.0604466 5.7675144 4.4382063 11.5273010 1.4747216 -0.8471027 7.6204105 13.5908819 9.3063568 NA 13.1062738 11.0342706 12.2038438 7.5664324 8.3864247 NA NA NA 2.6122345 1.1528324 15.7786841 15.4702687 10.6586164 12.7019878 NA 3.7377625 12.8129122 0.7377733 -0.8471027 9.2322895 10.6416492 NA 19.1525984 8.5191271 -0.8471027 1.1528324 -0.8471027 11.6112114 5.5621966 2.6122345 10.7298276 10.7592100 15.3145075 9.1272195 6.4195911 2.1528000 12.0876014 10.1322301 3.0597014 12.1370239 8.1723955 9.8208033 10.4565855 NA 8.4971006 11.1751726 5.8393046 1.1528324 -0.8471027 4.6446581 7.4565852 9.8119088 9.9308819 0.1527675 4.4382063 NA 4.1971970 NA 10.8967977 -0.8471027 12.8158069 8.3590867 11.1286528 1.4747216 13.0051392 0.1527675 9.0076732 11.3674275 9.0997110 9.4870781 8.8082998 7.2872312 9.4231001 11.9312927 -0.8471027 11.0342897 4.1070015 9.6325850 11.8986892 9.0061143 11.5520827 8.2376134 NA 10.4341553 0.7377733 -0.0396650 -0.0106460 1.2784000 0.4474800 0.4054400 -0.3988600 3.6569000 -0.4116100 -0.4480300 0.4549600 0.4391900 -0.4620400 -0.4359400 -0.4113500 -0.4113500 -0.0522610 -0.0774450 0.8495500 0.0150280 3.6569000 -0.4332200 0.6231500 0.0884030 0.4451100 -0.0336770 -0.4688700 0.3899800 0.3899800 0.0309200 -0.0532060 -0.4087100 0.0218840 -0.0396650 -0.0106460 -0.0106460 -0.4451200 -0.4451200 -0.4640800 -0.8479500 0.4524100 0.1517000 0.1517000 -0.4265800 -0.4275700 -0.8654700 -0.0160170 0.3855100 -0.4088200 0.0076392 -0.4480300 -0.4113500 -0.4113500 -0.4917200 0.0016642 -0.0065050 -0.0996940 0.0162860 -0.0369310 -0.4607800 0.9285800 0.7232600 0.7172600 0.6231500 -0.0358570 -0.0716060 0.0884030 0.0884030 -0.9041600 -0.9629700 -0.4688700 0.7681100 -0.4640400 -0.0100880 0.0000000 0.0485460 0.000 0.000 0.000 0.000 0.000 0.000 -0.461 0.730 0.623 0.000 0.000 0.000 0.000 0.000 -0.881 -0.469 -0.469 0.000 0.000 0.390 0.390 -0.464 0.000 0.448 0.000 -0.445 0.039 0.055 -0.397 0.447 0.000 0.386 -0.013 0.451 -0.372 0.007 0.455 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.461 0.730 0.623 0.000 0.000 0.000 0.000 0.000 -0.881 -0.469 -0.469 0.000 0.000 0.390 0.390 -0.464 0.000 0.448 0.000 -0.445 0.039 0.055 -0.397 0.447 0.000 0.386 -0.013 0.451 -0.372 0.007 0.455 -0.411 -0.411 0.000 0.000 10.119310 NA 9.253717 4.676369 11.375901 15.138440 10.234288 11.977366 7.648660 8.638634 11.250350 12.763253 6.767514 11.154565 10.027018 9.833164 4.634686 12.137024 7.540822 9.820803 9.919334 9.845420 10.628032 12.914857 12.263288 9.172396 NA 2.474722 8.853245 9.049137 11.0949527 12.5334012 12.0703634 -0.8471027 11.2252724 10.8841239 13.7251486 10.0649456 4.3227286 9.0850196 8.7433918 12.3784642 9.1399552 8.4859601 10.3995454 9.2135006 1.4747216 10.9280035 7.9982948 4.8532422 7.6204105 1.4747216 10.9060216 10.6586164 5.5957483 0.7377733 0.1527675 8.8721937 -0.8471027 9.2080873 8.0138915 9.8208033 10.4565855 10.6234637 11.1751726 11.2833754 NA -0.8471027 6.5675318 10.6739145 6.4565860 1.7377733 10.8967977 11.2885141 11.1286528 12.4954351 10.6091592 10.5142004 8.4312544 8.8082998 7.8393052 9.9110280 10.3876222 NA -0.8471027 5.1528040 8.1231695 9.0953192 10.3671239 8.6060754 9.8506411 5.4747313 TCGA-UF-A7JO 79 1 631 NA head and neck stage iva t4a n0 m0 female 2009 NA yes head and neck squamous cell carcinoma NA NA 0 white NA 3 6 NA NA 2 2 1 2 2 2 0 4 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 4 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 7 0 0 0 0 0 0 7 4 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 5.062962e-06 2.011314e-06 9.6158786 NA 10.8339555 0.2635152 2.6785001 10.0194676 5.8781760 8.0049345 8.6151426 16.4849159 6.2784179 7.4532920 8.4631397 NA 9.5680087 8.3491609 5.3898628 6.6327015 8.7765370 8.4047231 -1.3215675 NA 9.6890328 7.6813199 10.1068649 1.4858390 10.1476378 10.1932188 10.8729539 10.7902925 NA 0.6785227 2.4858647 8.3557488 NA NA 12.1732354 4.2634702 10.1932188 10.3566648 8.3509299 6.3295560 10.0475568 3.4858647 NA 10.8775636 11.9950692 8.2690916 0.6785227 10.4042971 5.4531587 11.1092187 6.9358923 6.5913937 NA NA NA 1.6785227 1.0004327 15.8260871 14.9236838 11.2338129 12.2861818 NA -0.3215675 10.0681362 0.2635152 1.6785227 8.9311701 11.5912070 0.5184344 18.4647856 12.6233998 NA -0.3215675 1.2634551 11.5214443 6.9822852 5.3927502 11.1960806 10.7824482 15.0007146 9.5573220 5.7870302 1.8484377 11.7397072 10.1966662 4.4064278 12.2015545 9.9470467 9.6925252 10.5046560 NA 8.5958770 10.6749783 8.3858641 -1.3215675 NA 2.8484377 6.9913881 8.3910317 9.6728583 0.2635152 -1.3215675 NA 4.9264312 -1.3215675 10.5981130 NA 12.6179922 8.8671184 10.2788823 0.6785227 13.4266976 3.8484276 8.5642013 10.9361872 5.7765357 8.9133221 9.5831394 4.9822863 11.1193739 9.9817147 1.2634551 10.6482511 5.2020650 8.6925252 11.4936879 8.6370574 11.5072363 9.1297160 NA 10.1853082 0.6785227 0.044574 0.049540 0.258710 -0.155790 0.048688 0.048688 -0.051451 -0.051451 -0.162300 0.260590 0.648910 -0.023566 -0.023566 -0.023566 -0.023566 0.033127 0.033127 0.051672 2.545700 0.047836 -0.362150 -0.160260 3.322100 -0.114170 -0.114170 -0.186220 0.040751 0.040751 0.264510 -0.164420 0.000000 0.000000 0.044574 -0.296860 0.056228 -0.158860 -0.158860 -0.158860 -0.158860 0.064797 -0.118220 -0.118220 -0.118220 -0.155790 -0.155790 -0.155790 0.048688 -0.051451 -0.161410 -0.162300 -0.023566 -0.023566 0.037500 -0.065179 -0.065179 0.033127 0.033127 0.025531 0.047836 0.047836 0.200150 0.200150 -0.162180 -0.037218 0.031577 0.033831 -0.025483 -0.114170 -0.114170 -0.186220 0.195120 0.019625 -0.175750 -0.133930 0.059508 0.000 0.000 0.000 0.000 0.000 0.000 -0.363 0.200 -0.162 0.000 0.000 0.000 0.000 -0.114 -0.114 0.022 0.208 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.159 0.100 0.000 -0.118 -0.156 -0.156 0.000 0.000 0.000 0.000 0.080 0.242 0.000 0.000 -0.134 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 -0.363 0.200 -0.162 0.000 0.000 0.000 0.000 -0.114 -0.114 0.022 0.208 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.159 0.100 0.000 -0.118 -0.156 -0.156 0.000 0.000 0.000 0.000 0.080 0.242 0.000 0.000 -0.134 -0.134 10.636695 -1.321567 9.466709 7.838376 9.964485 9.052327 8.792247 13.597927 8.848430 10.136399 14.429002 9.666479 9.124554 10.270340 10.281204 12.432766 4.750183 12.201555 8.597368 9.692525 10.262998 9.967947 11.200841 12.762838 12.932426 11.875875 -1.321567 2.137930 8.838376 9.646451 11.672505 12.505748 13.235190 NA 10.693223 11.537069 14.746755 10.072431 7.684129 8.806499 8.009422 11.335823 9.358205 8.184317 10.917199 9.644289 8.776537 10.527519 9.210861 6.365005 10.877564 2.765959 10.687984 11.233813 5.511395 7.170358 2.485865 9.807144 NA 9.517709 9.618084 9.692525 10.504656 10.354903 10.674978 11.225158 -1.321567 -1.321567 8.209886 10.464774 8.944120 5.991388 10.598113 11.030548 10.278882 12.165214 11.019468 11.240986 9.047011 9.583139 8.459864 10.575216 9.456582 5.350929 1.263455 7.018355 9.937218 9.277488 9.605542 7.728353 9.739201 5.154239 TCGA-UF-A7JS 59 1 680 413 head and neck stage iva t4a n2b m0 male 2012 NA yes head and neck squamous cell carcinoma 25.5 1962 4 white NA 2 3 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.90728e-06 7.975899e-07 7.9108388 2.1648828 9.3348094 2.9018420 2.1648828 10.4883145 4.1648828 5.0393534 8.3010210 15.5968607 5.4868109 8.5165597 9.1723790 2.5799283 7.2941677 9.1723790 3.7498453 4.0393578 4.3872798 7.6884462 1.5799042 NA 5.1648828 4.1648828 9.6022897 4.2803625 9.5399238 9.0797677 10.4518271 9.6487002 NA NA 3.1648828 7.2442620 2.9018420 NA 12.0672595 3.1648828 10.6500428 8.2309734 7.2092789 5.1648828 10.6311308 2.5799283 NA 10.3872768 12.9574036 8.9462440 0.5799525 12.2668600 4.9018516 10.2237780 7.2381334 6.0717755 3.7498453 0.5799525 NA 4.8278495 4.4868109 17.5499826 17.7302068 13.3888861 12.1844751 NA NA 8.9374739 2.5799283 2.1648828 6.6022891 11.8426040 NA 17.7554130 10.7560950 0.5799525 NA 2.1648828 9.4379029 9.4001009 5.2803625 9.5707350 12.7890706 13.0864774 8.9197718 3.1648828 2.1648828 13.0571742 10.2838255 2.1648828 8.6078278 6.7697466 10.7040432 9.9893129 NA 9.2417001 9.7322068 1.5799042 3.5799163 0.5799525 2.5799283 6.1345105 5.1648828 7.6884462 2.5799283 4.4868109 1.5799042 4.1648828 NA 10.2820946 NA 13.9129374 5.5087646 7.5572018 5.1034851 12.7762166 2.5799283 4.4868109 12.7024264 7.6779543 8.4928114 9.5827368 10.2558789 9.8630103 7.1190812 1.5799042 11.2629165 5.6243173 7.7397934 10.2786266 8.6513843 10.7385316 8.5686068 2.1648828 6.5341176 1.5799042 0.02595200 0.02595200 0.01335300 1.98230000 0.00124500 -0.01191700 -0.00027724 0.59458000 0.52958000 1.07290000 1.05380000 -0.59137000 -0.58823000 -0.00124730 0.55726000 0.00055459 3.65690000 0.00263570 0.00263570 -0.01835300 -0.01835300 0.00791750 -0.01780300 1.50810000 -0.57345000 -0.04549900 0.00944910 -0.00498440 0.39048000 0.00000000 0.00000000 0.55301000 0.02595200 0.02595200 0.02595200 -0.60235000 -0.59818000 -0.59818000 -0.59818000 -0.60960000 0.00527490 0.00527490 -0.00666200 -0.57989000 0.00597000 -0.02247600 0.03143600 0.59458000 -0.60361000 -0.06410600 -0.58823000 0.53158000 -0.02562000 -0.02562000 -0.00360110 0.00055459 -0.59429000 0.00263570 -0.58833000 -0.58833000 0.00624810 0.00624810 0.00402430 -0.00097017 -0.00097017 -0.01780300 -0.01780300 -0.57345000 -0.61210000 -0.04549900 -0.04793600 -0.03108600 -0.43051000 -0.43051000 0.39048000 0.000 0.000 -0.569 -0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.043 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 0.000 -0.598 0.000 -0.580 0.000 0.244 0.244 0.000 0.000 0.000 0.000 1.054 1.054 -0.588 0.557 -0.431 -0.167 0.000 0.000 -0.569 -0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.043 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 0.000 -0.598 0.000 -0.580 0.000 0.244 0.244 0.000 0.000 0.000 0.000 1.054 1.054 -0.588 0.557 -0.431 -0.167 9.406470 NA 10.151769 3.749845 10.625682 7.946244 7.412812 11.245258 8.568607 9.071775 12.073777 9.409645 6.557202 9.820713 10.939671 9.039353 3.397543 8.607828 9.227380 10.704043 11.024937 7.980801 10.966862 14.976473 13.054135 4.579922 2.164883 5.534118 9.510659 9.618841 10.2523472 11.2890057 11.4928112 2.1648828 9.5911490 12.2074558 14.1270538 8.4379027 5.6673841 8.3612815 6.7697466 10.7143482 6.9197715 8.5282892 11.1015223 9.7722148 4.3872798 8.5106593 7.3213888 6.6460114 10.3872768 2.9018420 9.0393534 13.3888861 6.7697466 5.4868109 3.1648828 7.9893127 1.5799042 7.2237778 8.3872768 10.7040432 9.9893129 9.8995941 9.7322068 9.8159361 3.3872798 0.5799525 6.6460114 9.7722148 6.6022891 5.2803625 10.2820946 9.0019866 7.5572018 14.2428127 11.1034839 8.3078424 7.8560464 9.5827368 9.1345108 11.3171692 8.1213284 3.5799163 3.5799163 1.5799042 11.2092785 9.3481062 8.0717750 6.9197715 8.4686652 3.1648828 TCGA-UF-A7JT 72 1 993 NA head and neck stage iva t4a n0 m0 female 2009 NA yes head and neck squamous cell carcinoma NA NA 3 white NA 3 6 NA NA 3 3 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 7 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1 0 0 0 0 0 0 4 7 0 4 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 7 0 4 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 5.756518e-06 2.150025e-06 9.9399481 NA 10.4538852 1.1140338 4.2515373 10.2939444 4.4068155 6.0494957 8.7287450 17.3214614 6.5734669 7.9418540 7.9290980 NA 10.1529542 10.5037742 5.4900470 0.3770682 4.4359619 7.8473894 NA -1.2078943 9.2381565 4.2183705 10.2308990 3.8364998 10.2984148 10.1027199 10.4786076 10.6781847 NA 2.2515373 3.4925454 8.5967544 -1.2078943 4.3466946 11.9302189 5.7109717 10.3076985 10.0124854 8.3156690 6.1671471 11.7327878 3.6989963 NA 11.7443024 12.1478712 8.7765255 NA 9.4812315 8.5469446 10.4742239 6.5536585 6.9868637 -0.2078943 -0.2078943 NA 3.0400332 2.2515373 16.3666852 16.6859990 11.7329713 12.0664853 0.7921057 1.3770682 11.9689036 NA 0.7921057 9.1049902 11.3373130 2.2515373 17.7407567 13.2112773 -1.2078943 1.3770682 3.0400332 10.9274958 7.7139480 6.7751006 10.1611973 11.0334945 15.3217970 9.1779696 3.1140338 2.6989963 12.0246780 10.1844246 2.8795685 11.1419191 8.2939443 11.5952292 10.6570671 -1.2078943 8.7228444 10.6356357 6.3695363 -1.2078943 NA 1.1140338 6.5994621 8.5734669 9.0958878 1.3770682 0.7921057 -1.2078943 4.3466946 NA 10.8878338 -1.2078943 12.7813242 9.2619219 10.2241270 3.3770682 13.7296649 3.2515373 7.4574433 11.7852224 6.3466963 8.7375509 9.1608100 9.1196599 9.9194567 11.7488463 1.5994606 10.7184032 5.4645310 8.4269180 11.3090382 8.6170659 11.4509880 7.9367651 NA 10.6808504 1.1140338 -0.00074997 0.00694350 0.45318000 0.00000000 0.01441200 0.01441200 -0.00277070 -0.00277070 0.05309400 0.05309400 0.55579000 0.41530000 0.43513000 0.42032000 0.41228000 -0.01078400 -0.01078400 0.00513590 0.00513590 -0.00193990 -0.00221680 -0.00318590 0.00027728 0.00374650 0.00374650 -0.02479800 -0.00926660 -0.00926660 0.00638710 -0.02324900 -0.00581400 -0.00304750 0.06866500 -0.40506000 0.00694350 -0.00691950 -0.00691950 -0.00691950 -0.00691950 0.00360760 -0.00394380 0.00694350 0.00416320 0.00000000 0.00000000 0.00000000 0.01530800 -0.00277070 -0.87736000 -0.20473000 -0.80227000 0.42032000 -0.09670400 0.03225600 0.03225600 -0.01078400 -0.01078400 0.00513590 -0.00193990 -0.00193990 -0.00124730 0.00138680 -0.00318590 -0.01422800 -0.01409000 0.00027728 0.00027728 -0.43246000 -0.43246000 -0.02479800 -0.02479800 0.01167900 0.01894300 0.01894300 0.01894300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.503 0.412 0.412 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.503 0.412 0.412 0.000 0.000 10.826562 -1.207894 9.822105 8.192987 11.402440 9.627360 8.086728 10.821394 9.125263 10.197781 10.470707 10.775813 9.244348 10.337072 11.044477 10.295436 4.261343 11.141919 9.376130 11.595229 10.382694 9.651642 11.374720 13.207902 13.391497 8.993006 -1.207894 4.149658 9.894083 9.618656 10.7868142 12.2182408 11.3406883 0.3770682 10.4309956 11.4682846 14.4579130 9.0588936 7.0682312 8.3864316 8.0798197 11.4888574 9.1172215 9.0027785 10.8409345 9.4503186 4.4359619 9.8715919 9.5436511 8.3038597 11.7443024 3.1140338 9.9930057 11.7329713 6.6249972 7.4960109 1.3770682 9.2708767 0.3770682 9.0717176 8.4556655 11.5952292 10.6570671 10.6469755 10.6356357 10.8980157 5.0400332 -0.2078943 8.1252626 9.6273681 7.5832701 4.9819303 10.8878338 10.5763330 10.2241270 12.7420250 11.1964504 10.3576853 9.7892867 9.1608100 7.1714851 11.1755414 9.4095747 5.3770682 1.1140338 5.4503172 10.8042672 9.0015605 9.2474344 6.9620319 9.3966604 4.1140338 TCGA-UF-A7JV 62 1 90 NA head and neck stage iva t4a n2b m0 female 2011 NA no head and neck squamous cell carcinoma NA NA 5 white NA 3 1 NA NA 2 3 2 3 2 2 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2.462125e-06 9.70979e-07 12.7402566 0.9429836 10.7131687 0.9429836 5.3075742 10.6962171 1.7909805 5.3759604 8.6210724 16.1593673 6.8546914 7.7834639 8.2952648 -1.3789445 8.7348146 10.6458656 5.6031545 4.2357807 5.8207457 8.7934999 -1.3789445 NA 7.0805042 12.3563110 10.5302153 5.9961108 10.6661493 10.3464385 9.6918641 10.5421693 NA 0.6210555 2.2060493 8.7444047 NA -0.3789445 12.7086180 3.4284238 9.9242822 10.4575171 8.5839684 5.7909961 12.2063869 2.3215241 NA 13.0692531 13.1668814 8.5997827 -1.3789445 8.7400134 2.8320799 11.3515424 4.5279649 7.7269810 0.2060180 NA NA 1.7909805 0.9429836 15.3611416 15.8485921 11.7028886 12.0452386 NA 2.5279711 10.1660368 0.2060180 1.4284104 9.1159280 10.3511178 -1.3789445 17.5567438 11.5508855 -1.3789445 -0.3789445 0.9429836 11.4515875 6.6266961 6.0047755 10.4694292 10.5962037 15.7493385 9.0557005 2.6210790 4.5037176 11.6753374 9.7276353 5.0304641 11.0008161 9.4883509 12.7115983 11.4258083 NA 8.4665623 10.5234474 8.2864081 -0.3789445 NA 2.6210790 6.4602757 8.5458846 9.9435637 -0.3789445 -0.3789445 NA 4.8305241 NA 10.9868479 0.9429836 12.3270286 10.1015646 10.6047785 2.0804871 13.8399004 6.8878591 7.4380558 11.7090323 7.2613174 8.7909971 10.0968057 5.7085349 10.9030023 11.6861518 1.6210555 10.6783872 5.3353189 8.9653682 11.4195441 8.1426728 12.5593654 8.5694394 0.2060180 9.7335118 -0.3789445 0.00551140 0.01377200 0.00541390 -0.04358400 0.01209700 0.01209700 -0.00332430 -0.00332430 -0.40348000 0.37397000 0.37397000 1.35380000 1.35380000 -0.38078000 -0.00871460 1.09660000 2.62510000 0.00889200 0.00736090 0.00000000 -0.03753800 -0.00995650 -0.00802440 -0.02046300 -0.00027724 0.00666530 0.52941000 0.52941000 0.03397200 -0.00110870 -0.00110870 -0.00110870 0.01377200 0.01377200 0.00917050 0.00541390 0.00541390 0.00541390 0.00541390 -0.00069303 -0.00069303 -0.00069303 -0.00069303 0.00402430 0.00402430 0.00402430 0.01209700 -0.00332430 -0.03340500 -0.41382000 -0.72509000 -0.38078000 -0.00899060 -0.00899060 -0.00899060 0.10585000 -0.01106200 0.00736090 -0.00511980 -0.00511980 -0.00705760 -0.00098368 -0.00995650 -0.01904000 -0.01904000 -0.00802440 -0.00802440 -0.00027724 -0.11518000 0.00666530 0.00666530 -0.00774820 0.04202400 0.04202400 0.03397200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.529 0.529 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 0.374 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.529 0.529 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 0.374 0.000 0.000 0.000 0.000 11.2006240 -0.3789445 9.2224160 10.2139964 11.0863836 11.0504031 9.6538069 11.2736932 8.1446343 9.1018625 10.6193101 10.6122398 9.7276353 10.2527041 9.4642082 11.0725410 3.9772158 11.0008161 10.9852070 12.7115983 9.9463778 10.2996725 10.8761008 13.0703383 12.6899345 4.8498892 0.6210555 3.4284238 9.3361763 9.1573194 11.0769132 12.2908432 10.4110134 -0.3789445 10.8831672 11.1928249 14.3470738 8.1109202 7.1288666 9.4507949 8.6295009 12.6653810 9.4694526 8.5021862 10.6316003 9.1727805 5.8207457 10.4571226 8.5174048 7.0262136 13.0692531 4.0805042 10.0727985 11.7028886 6.5810740 6.0805042 0.2060180 10.1338128 -1.3789445 9.1679668 9.9105149 12.7115983 11.4258083 11.4404531 10.5234474 11.1219141 NA NA 8.0801556 11.2212175 4.8689978 4.3759569 10.9868479 11.5037153 10.6047785 12.5656013 10.6756766 9.9122430 10.6810926 10.0968057 8.7230479 10.5668818 10.4496055 NA 0.6210555 7.6350927 10.5237451 9.5510703 9.0047766 6.3421707 10.0457635 4.2060336 TCGA-UP-A6WW 58 0 NA 518 head and neck NA NA NA NA male 2013 NA yes head and neck squamous cell carcinoma NA NA 14 white hispanic or latino 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.10969e-06 3.81456e-07 10.69164443 NA 10.29323321 1.47943753 4.26080853 9.96879824 6.41019014 5.71785735 8.68402306 16.16942954 6.73211721 7.44811878 8.34208934 0.06446902 8.75557629 10.26163118 6.38634193 7.14833726 12.04800198 7.70103887 0.80140702 -0.52056247 9.21500800 11.30162451 9.85720487 0.06446902 9.97730383 9.50251320 9.92963228 8.76716448 -1.52035553 0.06446902 2.38634193 7.66895517 NA NA 11.17402759 6.15893278 9.60357331 9.84358663 6.88884308 6.04930839 10.97805195 1.28682202 -1.52035553 10.98153796 12.86592082 8.64310182 2.17989317 12.63086504 2.06440003 10.85855959 4.95518724 5.89730336 0.47943753 NA -0.52056247 2.47946340 -1.52035553 15.09646026 15.68710452 11.31786813 12.77277997 NA 2.06440003 10.65967201 7.08307824 2.80138632 8.56026939 11.54183554 NA 18.80658469 11.26551742 -1.52035553 0.47943753 1.06440003 11.07003908 6.83700342 2.28679245 9.87379152 11.06065264 14.93129097 8.65312918 1.06440003 7.32180276 11.99675233 10.62792861 2.47946340 12.17774865 11.99404280 11.95518546 10.75935277 -1.52035553 8.96024236 10.83865251 8.11969699 -1.52035553 -1.52035553 -0.52056247 7.62411040 7.59579604 10.14523202 4.28680724 1.47943753 0.06446902 9.65437772 NA 10.19326809 NA 13.68081022 8.77634518 6.94297656 3.33743994 13.77076665 6.03404180 7.77407278 11.46119768 8.96024236 8.60228019 10.45929523 5.26081230 10.48682979 9.31944317 2.56691255 11.61884352 5.23434036 9.21754433 8.95923229 8.79686474 10.97380763 7.62665669 0.80140702 10.07889999 1.47943753 -0.01849800 -0.00199750 -0.00393550 0.74358000 -0.84046000 -0.84046000 0.00368870 0.00368870 0.03433700 0.03433700 0.03433700 -0.83506000 -0.83506000 -0.83335000 0.84309000 0.00132900 -0.84262000 0.00549500 0.00549500 -0.83724000 -0.83724000 0.00049687 0.00367440 -0.00172050 -0.00172050 -0.80783000 0.00216150 0.00216150 -0.22557000 0.00000000 0.00000000 -0.00573330 -0.01849800 -0.01849800 -0.84359000 0.00243910 0.00243910 0.00243910 0.00072880 -0.00282830 -0.82728000 -0.82728000 0.04069200 0.00466110 0.00466110 0.00716380 -0.84845000 0.00368870 0.00368870 0.03433700 -0.83506000 -0.83335000 0.00619020 0.00619020 -0.83667000 0.00132900 -0.84262000 0.00549500 -0.00946210 -0.83788000 0.00953040 0.00953040 0.00827710 -0.83627000 -0.87695000 0.00367440 -0.83304000 -0.00172050 -0.00172050 -0.80645000 -0.01950900 0.00785960 -0.22557000 -0.22557000 -0.22557000 0.000 0.000 0.000 -0.843 0.000 0.000 -0.828 0.000 0.000 -0.851 -0.851 0.000 0.000 0.000 0.000 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.720 0.000 -0.840 -0.840 0.000 0.000 0.000 0.000 -0.800 0.000 -0.226 -0.226 0.000 0.000 0.000 -0.843 0.000 0.000 -0.828 0.000 0.000 -0.851 -0.851 0.000 0.000 0.000 0.000 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.720 0.000 -0.840 -0.840 0.000 0.000 0.000 0.000 -0.800 0.000 -0.226 -0.226 10.922136 -1.520356 10.549452 4.854489 8.203966 9.480853 11.146342 12.803281 8.950111 10.791484 11.821249 10.598717 7.873915 9.952650 10.720839 11.386155 5.848307 12.177749 9.972807 11.955185 11.021517 8.911994 10.904930 13.059129 13.386530 10.548902 2.286792 4.386342 9.831496 9.600338 9.13766362 12.49434428 14.05357247 3.00300849 10.85774685 11.26081177 14.98392687 8.02054887 9.23934028 9.51287495 8.99317957 12.14778306 9.41658306 9.96779429 12.60841138 9.58011439 12.04800198 9.18767374 10.06488406 8.66432745 10.98153796 6.58273964 9.77751457 11.31786813 7.11244680 6.89307942 1.64938553 9.70465949 -1.52035553 8.75673944 8.85449161 11.95518546 10.75935277 10.26040186 10.83865251 11.11176570 0.06446902 NA 8.03392565 11.94310411 11.06135870 3.83700468 10.19326809 9.98625548 6.94297656 12.62697498 11.36781480 10.03019881 9.81763125 10.45929523 8.68035073 10.57616715 9.08215090 1.80136563 0.47943753 10.20225951 11.46142240 9.35673608 9.10880852 8.32023013 9.67605421 4.03403959 TCGA-WA-A7GZ 58 1 625 335 head and neck NA t2 n0 NA male 2012 NA no head and neck squamous cell carcinoma 20 1984 NA white not hispanic or latino 1 4 NA NA 1 1 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6.033941e-06 2.150025e-06 8.5882694 -1.2108968 10.2183946 2.5963389 5.1109144 10.7829876 9.3435766 6.0651113 8.4036976 15.7806204 6.4256120 8.9066309 8.3320195 NA 8.3889007 7.9131090 6.3046881 3.7889884 3.7431810 8.4649447 2.1109311 3.7889884 9.0428353 5.6218790 11.2710394 4.9387327 10.8506965 10.5296118 10.1086600 11.3167091 1.7889780 1.4625235 2.2484134 8.8800925 3.1813093 2.5963389 13.0792227 3.9182717 9.4881958 11.1753892 6.2808413 6.0743898 12.2224428 3.2484134 1.1108977 14.2177078 11.0706281 8.9862044 NA 11.7789144 8.6522294 11.8997973 5.6958797 9.5760741 2.1109311 -0.1684470 NA 2.3739544 -0.2110638 15.2692070 15.9407233 11.7900441 13.3153036 0.3739544 3.8333860 11.5908982 NA 1.9589169 9.0627834 11.8909635 -1.2108968 18.6854678 12.4264051 2.1109311 0.3739544 3.3125490 11.6741122 8.4789860 4.8333810 11.1889092 9.6383928 15.8500109 9.5629512 7.8523828 2.3739544 10.1775434 10.1018708 5.4328425 10.9453775 9.2576118 11.8332111 11.2319313 5.7197256 8.4237987 10.6924931 8.2808408 1.3739544 2.6958825 4.0743941 7.1243778 9.2256993 9.8388363 -1.2108968 3.0369077 1.7889780 6.8975127 1.7889780 10.1426861 6.2068405 12.3735981 8.7792338 10.9422232 4.8333810 12.6708665 5.9886597 8.5287686 10.9688969 10.2225732 9.1941292 10.3293533 11.8986552 11.3054265 10.6551076 2.1109311 11.7186161 5.0178061 10.0841828 11.6115587 8.9285391 11.6581960 9.0475539 6.0463754 10.5006548 0.3739544 0.076135 -0.623890 1.076100 1.212100 -0.185090 -0.185090 0.100160 0.109060 1.350800 0.099288 0.730000 -0.567240 -0.543000 -0.543000 0.044715 0.104820 0.040326 0.089127 -0.206850 0.121820 1.196500 0.376770 0.053379 -0.892410 0.062508 -0.601970 0.068378 0.660140 1.118200 -0.274560 -0.212800 -0.225760 -1.259600 0.676040 -0.531440 0.043723 -0.542700 -0.576420 -0.526040 -0.550660 -0.173100 -0.183210 -0.281590 -0.524710 -0.520100 -0.538350 0.111400 0.160960 -0.571180 -1.239300 -0.543000 -0.543000 -0.555770 -1.181100 -0.310030 0.628060 0.068091 -0.240930 0.370120 0.121820 -0.549250 0.055088 0.072971 0.037641 0.036935 0.035242 0.018383 0.062508 0.062508 -0.601970 0.000000 0.051103 -0.114250 -0.110900 -0.109980 -0.532 -0.310 0.000 0.000 -0.241 -0.241 0.419 0.000 0.000 0.000 0.000 0.000 0.000 -0.575 0.000 0.000 0.000 -0.225 -0.225 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 -0.499 -0.199 -0.199 0.701 0.181 0.000 -0.185 0.100 0.100 0.000 0.000 -0.543 0.000 -0.111 -0.111 -0.532 -0.310 0.000 0.000 -0.241 -0.241 0.419 0.000 0.000 0.000 0.000 0.000 0.000 -0.575 0.000 0.000 0.000 -0.225 -0.225 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 -0.499 -0.199 -0.199 0.701 0.181 0.000 -0.185 0.100 0.100 0.000 0.000 -0.543 0.000 -0.111 -0.111 11.1737716 0.3739544 9.9088887 4.1465412 12.4664872 12.5027921 11.5415775 11.7581944 9.7726940 8.9374645 12.3361233 11.7578346 7.3435766 10.6917398 10.7410010 9.9118157 6.2740920 10.9453775 7.6027686 11.8332111 11.1338385 9.9488591 11.5154189 13.4567785 13.1585170 9.0881959 1.9589169 NA 9.4210743 11.1151363 10.636045 12.414354 11.864300 -1.210897 11.353614 10.917949 14.225925 9.460529 7.631338 9.459644 8.440039 11.918915 9.924973 8.097327 11.373011 8.845626 3.743181 10.998441 8.358843 4.516910 14.217708 4.432846 10.431491 11.790044 6.871136 3.695882 2.876448 10.060451 NA 9.874460 9.200499 11.833211 11.231931 10.144339 10.692493 11.958913 2.110931 7.570348 6.833382 10.506236 4.811358 4.248421 10.142686 11.385876 10.942223 11.940797 10.237620 10.629372 8.667039 10.329353 7.236071 9.841556 10.138269 -1.210897 6.065111 5.036916 9.044854 9.781926 10.078430 9.027393 9.840197 5.074390 TCGA-WA-A7H4 69 0 NA 443 head and neck stage ii t2 n0 NA male 2013 NA no head and neck squamous cell carcinoma 25 1963 NA white not hispanic or latino 3 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.566159e-06 6.588786e-07 10.2282405 2.6803919 10.6999728 3.7678455 6.4485657 10.8714413 5.7889075 8.0068113 8.5992453 15.5733754 7.0023098 7.6519257 8.0023104 -0.3195856 9.0467044 8.5037494 5.5318805 6.3097383 3.5872690 9.5492046 2.0023065 -0.3195856 10.6029665 8.0157724 11.2983086 4.4877372 10.0213448 10.2311289 10.5599653 11.1586461 2.0023065 1.8757408 4.4877372 9.7779402 NA 1.2653169 15.5253330 6.2653450 9.1842079 10.9926978 8.2349712 7.9471688 10.6598073 4.3808195 0.6804144 12.1160523 12.4609218 9.0918931 0.6804144 10.9085995 7.0896030 11.0897730 7.0291105 6.5258716 2.4877436 NA 2.0023065 1.2653169 NA 15.1080727 15.6796827 10.3764802 12.1629380 1.6803694 4.9657843 11.7592000 0.6804144 4.3808195 8.6490488 10.7484886 1.2653169 17.3104714 10.8745233 -0.3195856 2.8502994 4.0023065 11.5172214 10.8478002 4.0726975 11.0919990 10.3589822 15.4387094 9.6007349 7.5872727 5.2349726 11.1946030 10.1581403 5.4083009 11.3883666 8.5660784 11.6905605 11.4095779 3.5872690 8.7027500 11.0801940 6.6803820 1.2653169 1.2653169 3.7678455 7.3738692 9.2330511 11.3950569 2.8502994 8.2802947 2.0023065 5.2039450 NA 10.6598073 3.6803806 12.5899002 10.6236514 10.7718174 4.2653469 13.1766117 5.9092019 8.4117012 11.1722352 9.0467044 9.8664963 10.1029725 9.7744598 12.4001987 11.1906517 3.0023065 9.4167840 7.7941240 9.4682846 11.2473874 8.1722350 11.6504880 9.0791258 2.6803919 9.2137118 2.4877436 -0.0308130 -0.0308130 0.0000000 0.0167050 0.3944600 0.0372950 -0.0055375 -0.0055375 0.1746800 0.1746800 0.2837400 -0.1425300 -0.1425300 0.9834900 -0.0693320 0.0401850 0.0401850 -0.0193480 -0.0146410 0.0208720 0.0208720 -0.0239440 0.0088920 -0.2041100 -0.2041100 -0.0287650 0.0410340 0.0410340 0.1966400 0.0718480 0.0718480 0.0972520 -0.0308130 -0.0308130 -0.0308130 -0.1540800 0.0000000 0.0000000 0.0000000 0.0788710 0.0788710 0.0788710 0.0788710 0.0167050 0.0167050 -0.0317720 0.1256400 -0.0055375 -0.0055375 -0.1482400 -0.1425300 -0.0693320 -0.1442500 -0.1442500 -0.1442500 0.0401850 0.0401850 -0.0146410 0.0208720 0.0208720 0.1051200 -0.0241850 -0.0239440 0.0417470 0.0417470 0.0088920 0.0088920 -0.2041100 -0.2041100 -0.0287650 -0.0287650 -0.1165200 -0.2585400 -0.2539400 0.1966400 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.204 -0.204 0.000 0.000 0.000 0.000 0.000 0.000 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 0.026 0.000 0.000 -0.057 0.197 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.204 -0.204 0.000 0.000 0.000 0.000 0.000 0.000 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 0.026 0.000 0.000 -0.057 0.197 11.1454383 -0.3195856 9.4945158 5.1398133 11.7605334 11.2078297 11.1439064 11.2243805 9.7288690 9.5352505 10.7698326 11.6544381 7.9657843 10.3015181 9.4941632 10.3756103 5.5807666 11.3883666 10.9830210 11.6905605 10.4625613 10.5683642 10.4666517 13.0586688 12.5932714 9.5827571 2.8502994 -0.3195856 9.7757791 10.1662114 10.9342296 11.7757791 11.1238437 3.1398133 11.4989643 10.7089788 14.2203260 9.3510384 7.3946273 8.3808216 8.8995506 11.5231253 9.2026694 8.8096649 10.3233363 9.6957971 3.5872690 10.7764383 8.7571976 9.2521346 12.1160523 4.5383643 10.5797390 10.3764802 6.3946273 8.0246782 1.6803694 9.3581017 -0.3195856 9.4518715 10.3572207 11.6905605 11.4095779 11.1061225 11.0801940 11.0929519 2.6803919 4.8503094 8.3624988 12.1614246 7.2578112 4.9283087 10.6598073 11.7186152 10.7718174 12.5507468 10.5344713 10.4853197 9.4252159 10.1029725 8.4715448 10.4218491 10.7329501 2.8502994 1.6803694 9.2156575 9.8202787 9.8664963 9.9921304 7.6111193 10.4285749 5.9657843 all_q NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.009110207 0.000314 0.000319 0.02272217 0.00653 1.29e-12 0 0.0265 0.00331 1.29e-12 0.0744 0.0691 0.0585 0.0937 0.0303 0.00221 0.0265 0.0937 0.001198582 1.62e-07 0.00151 2.1e-05 0.0292 0.0691 4.83e-12 1.29e-12 0.0776 8.633934e-10 1.29e-12 0.0937 0.00747 0.072 0.0758 9.47e-07 1.6e-11 1.29e-12 0.0163 0.0165 0.0178 0.0265 0.0275 0.0233 0.0368 2.24e-05 0.0428 0.004392034 1.29e-12 0.0776 1.29e-12 0.02272217 6.7e-13 0.00715 1.29e-12 0 0.0744 0.00991 0.0366 2.34e-07 0.00867 0.0192 1.29e-12 2.168207e-07 2.1e-05 0.0294 0.0077 0.00404 2.1e-05 2.47e-07 0.00715 1.515097e-05 0.0694 0.000314 0.0965 0.0292 0.0776 0.0183 4.34e-09 1.29e-12 0.0105 1.29e-12 0.0494 3.51e-08 0.00715 0.009110207 0.0008162588 0.08850609 0.06679996 0.06881795 0.0724248 0.09506156 0.08247019 2.131634e-08 0.02272217 0.012858 1.520226e-05 1.702065e-11 0.005864847 1.175235e-11 0.08145445 0.086109 0.0002454176 0.01758826 0.08273734 7.495042e-07 0.02588886 8.398624e-05 0.0001122957 0.03615097 0.08247019 4.55005e-05 0.001198582 1.368898e-05 0.05295677 4.282794e-10 1.418388e-11 0.04094229 1.643529e-11 0.0002528002 8.633934e-10 4.018172e-07 0.0168967 0.04035217 0.07361747 0.09175226 0.01055486 0.09119049 1.418388e-11 0.0001001933 1.175235e-11 0.001636216 0.02588886 0.09506156 0.03821315 0.02588886 0.02797953 0.07132657 0.006677117 0.004392034 0.04035217 0.08145445 0.06578665 0.002450973 0.02217171 0.09614872 2.424008e-07 0.06578665 0.02272217 0 0.0236836 0.02217171 1.418388e-11 0.05254073 0.01440394 0.03011419 0.07361747 0.09119049 1.175235e-11 2.168207e-07 0.05121153 0.03821315 0.09175226 0.05904836 1.224957e-09 0.06578665 5.989005e-06 1.853021e-07 0.002502528 0.05254073 0.06578665 0.09096007 0.05254073 0.008482801 0.0005555564 0.07361747 0.04108905 0.07601171 2.072727e-08 3.039402e-12 0.09339086 0.04312838 0.08247019 0.0002394021 1.040826e-09 0.02217171 0.009110207 0.02272217 0.0493187 5.07594e-13 5.07594e-13 0.005921899 0.04393604 0.001198582 0.01277232 2.029558e-05 7.25096e-08 2.385692e-11 4.965961e-10 8.633934e-10 1.915132e-07 1.624301e-12 6.129936e-07 0.0644453 1.382686e-10 0.0005797366 0.0005343418 0.0001158987 0.004392034 1.69198e-12 0.04678029 0.000145986 3.555004e-10 0.02272217 7.647749e-11 5.07594e-13 0.008369798 1.336091e-05 2.168207e-07 3.095268e-05 5.748734e-08 8.486236e-05 2.262732e-05 0.005201192 0.09053047 0.03158118 2.900537e-12 0.04550448 5.07594e-13 0.0958239 3.868022e-09 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.0848e-05 3.4147e-08 6.0162e-58 7.4376e-05 0.00023649 0.03699 4.3243e-52 2.5921e-10 1.1503e-18 9.672e-09 4.8156e-22 1.4719e-10 2.3785e-08 1.2396e-13 0.1949 0.00057236 2.3839e-248 0.0014887 5.8118e-11 1.3369e-11 0.002985 0.12657 0.00011601 6.4312e-06 6.8933e-06 0.12657 0.17855 9.3622e-06 0.0087469 1.6161e-06 4.7599e-19 0.043479 9.9549e-30 9.2957e-42 4.6565e-25 0.023934 0.00093669 1.2944e-06 1.011e-10 1.5047e-05 1.7216e-05 1.3377e-08 5.4589e-35 6.5965e-18 1.2501e-09 0.00010942 0.0012217 2.1321e-09 3.2498e-22 2.2608e-98 6.6634e-264 2.7424e-07 0.029605 1.7994e-14 7.2816e-11 0.00044692 1.5927e-21 0.22797 3.1303e-23 4.1405e-17 0.0073065 0.0049674 0.10249 1.6098e-05 4.7996e-09 0.13976 2.6665e-06 1.9168e-11 8.5261e-28 1.7709e-19 0.11016 0.00032453 0.010192 1.1594e-10 2.251e-11 1 1 1 0.637 0.0357 1 1 1.93e-14 1 1 1 1 1 1 1 1 1 1 4.31e-07 3.79e-10 4.55e-15 1 0.288 1 1 1 0 1 1 6.05e-07 1 1 1 6.47e-09 0.00647 5.25e-05 0 0.291 2.18e-05 1 1 0.000315 0.148 2.66e-05 0 1 1 3.18e-12 1 0.0928 1 1 0.797 1 0.443 0 0.63 0.274 0.814 1 1 1 3.42e-09 1 1 1 0 1.03e-09 5.2e-15 4.87e-08 1 0 1 1 1 1 0 0.622 0 0.0365 0.00136 0.442 0.1949 0.0087469 0.1949 1.4719e-10 2.5921e-10 4.3243e-52 0.00057236 0.00011601 1.1503e-18 0.1949 0.0087469 0.12657 1.4719e-10 0.0014887 0.1949 5.8118e-11 0.0087469 3.4147e-08 2.3785e-08 0.1949 0.1949 0.03699 0.1949 0.0087469 0.1949 6.0162e-58 0.1949 7.4376e-05 0.1949 1.1503e-18 4.6565e-25 0.0049674 0.22797 0.22797 1.6161e-06 4.6565e-25 4.7599e-19 0.0049674 1.9168e-11 0.22797 4.7599e-19 0.22797 0.10249 1.6161e-06 0.00044692 0.0073065 6.6634e-264 0.0049674 3.2498e-22 4.7599e-19 5.4589e-35 1.2944e-06 0.0049674 0.00044692 2.1321e-09 0.0012217 9.2957e-42 1.9168e-11 1.6161e-06 3.1303e-23 0.0012217 0.0012426 4.7599e-19 4.7599e-19 0.00010942 0.00044692 4.6565e-25 1.6161e-06 6.5965e-18 4.7599e-19 1.5927e-21 1.6161e-06 7.2816e-11 0.22797 4.1405e-17 1.6161e-06 1.6161e-06 1.5927e-21 0.22797 1.9168e-11 0.043479 1.7709e-19 0.10249 0.0049674 0.0049674 0.00032453 1.6161e-06 4.7599e-19 0.0049674 1.6098e-05 0.029605 0.11016