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_AK5 SMG_mutsig2.0_B2M SMG_mutsig2.0_BRAF_cosmic SMG_mutsig2.0_C6 SMG_mutsig2.0_CASP8 SMG_mutsig2.0_CBWD1 SMG_mutsig2.0_CD1E SMG_mutsig2.0_CDKN2A SMG_mutsig2.0_CUL3 SMG_mutsig2.0_DOK6 SMG_mutsig2.0_DPPA2 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_HBG2 SMG_mutsig2.0_HIST1H2BG 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_KEAP1 SMG_mutsig2.0_KHDRBS2 SMG_mutsig2.0_KIR3DL2 SMG_mutsig2.0_KRT17 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_NEK5 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_OR4K5 SMG_mutsig2.0_OR5D13 SMG_mutsig2.0_OR5L1 SMG_mutsig2.0_OR6C65 SMG_mutsig2.0_OR8J3 SMG_mutsig2.0_P2RY11 SMG_mutsig2.0_PDE10A 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_RARG SMG_mutsig2.0_RASA1 SMG_mutsig2.0_RB1_cosmic SMG_mutsig2.0_REG1A SMG_mutsig2.0_REG1B SMG_mutsig2.0_RHOA SMG_mutsig2.0_RSRC1 SMG_mutsig2.0_SMAD4 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_ZNF716 SMG_mutsig2.0_ZNF750 SMG_mutsig2.0_ZNF99 SMG_mutsig.CV_ADAM19_cosmic SMG_mutsig.CV_ADCY8 SMG_mutsig.CV_ADSS 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_C1orf159 SMG_mutsig.CV_C6 SMG_mutsig.CV_CASP8 SMG_mutsig.CV_CCDC7 SMG_mutsig.CV_CDKN2A SMG_mutsig.CV_CHML SMG_mutsig.CV_CHST13 SMG_mutsig.CV_CNKSR2 SMG_mutsig.CV_COL11A1 SMG_mutsig.CV_COL22A1 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_EP300 SMG_mutsig.CV_EPB41L3 SMG_mutsig.CV_EPHA2 SMG_mutsig.CV_FAT1 SMG_mutsig.CV_FBXW7 SMG_mutsig.CV_FCRL4 SMG_mutsig.CV_FGFR3_cosmic SMG_mutsig.CV_FLG SMG_mutsig.CV_FOSL2 SMG_mutsig.CV_GFRA4 SMG_mutsig.CV_HFM1 SMG_mutsig.CV_HLA-A SMG_mutsig.CV_HLA-B SMG_mutsig.CV_HNRNPL SMG_mutsig.CV_HRAS SMG_mutsig.CV_HUWE1 SMG_mutsig.CV_IL1RAPL1 SMG_mutsig.CV_KEAP1 SMG_mutsig.CV_KRT5 SMG_mutsig.CV_LPAR4 SMG_mutsig.CV_LRRC4C SMG_mutsig.CV_MDGA2 SMG_mutsig.CV_MEFV_cosmic SMG_mutsig.CV_MRPS15 SMG_mutsig.CV_MYH9 SMG_mutsig.CV_NAA25 SMG_mutsig.CV_NECAB1 SMG_mutsig.CV_NEK5 SMG_mutsig.CV_NF2 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_OR6C65 SMG_mutsig.CV_OR8U1 SMG_mutsig.CV_PDK4 SMG_mutsig.CV_PIK3CA SMG_mutsig.CV_PIK3R1_cosmic SMG_mutsig.CV_POLR2L SMG_mutsig.CV_PPP1R9A SMG_mutsig.CV_PRIMA1 SMG_mutsig.CV_PTEN SMG_mutsig.CV_RAC1 SMG_mutsig.CV_RARG SMG_mutsig.CV_RASA1 SMG_mutsig.CV_RB1 SMG_mutsig.CV_RELN SMG_mutsig.CV_RHOA SMG_mutsig.CV_SAR1A SMG_mutsig.CV_SEMA5A SMG_mutsig.CV_SI SMG_mutsig.CV_SMAD4 SMG_mutsig.CV_SPANXN1 SMG_mutsig.CV_SPTY2D1 SMG_mutsig.CV_STEAP4 SMG_mutsig.CV_TGFBR2 SMG_mutsig.CV_TP53 SMG_mutsig.CV_USP9X SMG_mutsig.CV_VEZF1 SMG_mutsig.CV_ZBTB22 SMG_mutsig.CV_ZFP36L2 SMG_mutsig.CV_ZNF451 SMG_mutsig.CV_ZNF750 SMG_mutsig.CV_ZNF835 SMG_mutsig.2CV_ADAM19_cosmic SMG_mutsig.2CV_ASXL1 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_DYSF 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_GAGE2A SMG_mutsig.2CV_HLA-A SMG_mutsig.2CV_HLA-B SMG_mutsig.2CV_HRAS SMG_mutsig.2CV_HUWE1 SMG_mutsig.2CV_IRS4 SMG_mutsig.2CV_JUB SMG_mutsig.2CV_KDM6A SMG_mutsig.2CV_KEAP1 SMG_mutsig.2CV_KIAA1267 SMG_mutsig.2CV_KRT17 SMG_mutsig.2CV_KRTAP5-5 SMG_mutsig.2CV_MAPK1 SMG_mutsig.2CV_MEFV_cosmic SMG_mutsig.2CV_MLL2 SMG_mutsig.2CV_MLL4 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_OR6C65 SMG_mutsig.2CV_PIK3CA SMG_mutsig.2CV_PIK3R1 SMG_mutsig.2CV_PTEN SMG_mutsig.2CV_PTPN14 SMG_mutsig.2CV_RAC1 SMG_mutsig.2CV_RASA1 SMG_mutsig.2CV_RB1 SMG_mutsig.2CV_RHOA SMG_mutsig.2CV_SMAD4 SMG_mutsig.2CV_TGFBR2 SMG_mutsig.2CV_THSD7A SMG_mutsig.2CV_TIGD4 SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_VEZF1 SMG_mutsig.2CV_ZNF233 SMG_mutsig.2CV_ZNF623 SMG_mutsig.2CV_ZNF750 rate_non rate_sil MutsigCateg_*CpG->T MutsigCateg_Tp*Cp(A/C/T)->mut MutsigCateg_*CpG->(G/A) MutsigCateg_(A/C/G)p*Cp(A/C/T)->mut MutsigCateg_A->mut SMG_ADAM19_mRNA SMG_ADCY8_mRNA SMG_ADSS_mRNA SMG_AGTR1_mRNA SMG_AK5_mRNA SMG_ASXL1_mRNA SMG_ATP13A4_mRNA SMG_ATP8A1_mRNA SMG_ATXN3_mRNA SMG_B2M_mRNA SMG_BRAF_mRNA SMG_C1orf159_mRNA SMG_C3orf59_mRNA SMG_C6_mRNA SMG_CASP8_mRNA SMG_CBWD1_mRNA SMG_CCDC7_mRNA SMG_CD1E_mRNA SMG_CDKN2A_mRNA SMG_CHML_mRNA SMG_CHST13_mRNA SMG_CNKSR2_mRNA SMG_COL11A1_mRNA SMG_COL22A1_mRNA SMG_CREBBP_mRNA SMG_CSMD3_mRNA SMG_CSNK2A1_mRNA SMG_CTCF_mRNA SMG_CUL3_mRNA SMG_DCDC1_mRNA SMG_DOK6_mRNA SMG_DOPEY1_mRNA SMG_DPPA2_mRNA SMG_DST_mRNA SMG_DYSF_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_FBXW7_mRNA SMG_FCRL4_mRNA SMG_FGFR3_mRNA SMG_FLG_mRNA SMG_FOSL2_mRNA SMG_GATA2_mRNA SMG_HBG2_mRNA SMG_HFM1_mRNA SMG_HIST1H2BG_mRNA SMG_HIST1H3C_mRNA SMG_HLA-A_mRNA SMG_HLA-B_mRNA SMG_HNRNPL_mRNA SMG_HRAS_mRNA SMG_HUWE1_mRNA SMG_IL1RAPL1_mRNA SMG_IRS4_mRNA SMG_ITGA8_mRNA SMG_JUB_mRNA SMG_KDM6A_mRNA SMG_KEAP1_mRNA SMG_KIAA1267_mRNA SMG_KIR3DL2_mRNA SMG_KRT17_mRNA SMG_KRT5_mRNA SMG_LCP1_mRNA SMG_LIN28B_mRNA SMG_LPAR4_mRNA SMG_LRRC4C_mRNA SMG_MAPK1_mRNA SMG_MDGA2_mRNA SMG_MEF2C_mRNA SMG_MEFV_mRNA SMG_MLL2_mRNA SMG_MLL4_mRNA SMG_MRPS15_mRNA SMG_MYH9_mRNA SMG_NAA25_mRNA SMG_NAP1L2_mRNA SMG_NECAB1_mRNA SMG_NEDD8_mRNA SMG_NEK5_mRNA SMG_NF2_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_P2RY11_mRNA SMG_PDE10A_mRNA SMG_PDK4_mRNA SMG_PIK3CA_mRNA SMG_PIK3R1_mRNA SMG_POLR2L_mRNA SMG_PPP1R9A_mRNA SMG_PRB2_mRNA SMG_PRIMA1_mRNA SMG_PSG8_mRNA SMG_PTEN_mRNA SMG_PTPN14_mRNA SMG_RAC1_mRNA SMG_RARG_mRNA SMG_RASA1_mRNA SMG_RB1_mRNA SMG_REG1A_mRNA SMG_RELN_mRNA SMG_RHOA_mRNA SMG_RSRC1_mRNA SMG_SAR1A_mRNA SMG_SEMA5A_mRNA SMG_SMAD4_mRNA SMG_SPTY2D1_mRNA SMG_STEAP4_mRNA SMG_TGFBR2_mRNA SMG_THSD7A_mRNA SMG_TIGD4_mRNA SMG_TP53_mRNA SMG_ULK2_mRNA SMG_USP9X_mRNA SMG_VEZF1_mRNA SMG_ZBTB22_mRNA SMG_ZFP36L2_mRNA SMG_ZNF233_mRNA SMG_ZNF451_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_5p12 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_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_4p16.3 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_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 mRNA_CNMF_ASB10_-1.5_1 mRNA_CNMF_DTWD2_-0.39_1 mRNA_CNMF_MOGS_0.2_1 mRNA_CNMF_IER2_-0.4_1 mRNA_CNMF_SCAMP2_-0.22_1 mRNA_CNMF_DDX41_0.23_1 mRNA_CNMF_TBRG4_0.26_1 mRNA_CNMF_TNNC1_-1.8_1 mRNA_CNMF_DRAP1_0.33_1 mRNA_CNMF_DACT1_0.88_1 mRNA_CNMF_OR13A1_-0.71_2 mRNA_CNMF_KLHDC9_-0.93_2 mRNA_CNMF_GLCCI1_-0.52_2 mRNA_CNMF_SEL1L3_-0.51_2 mRNA_CNMF_SFRS13A_-0.2_2 mRNA_CNMF_TACSTD2_0.42_2 mRNA_CNMF_OAZ3_0.45_2 mRNA_CNMF_CMPK1_0.2_2 mRNA_CNMF_EPB41L4B_0.52_2 mRNA_CNMF_VTI1A_0.15_2 mRNA_CNMF_SEPT1_0.65_3 mRNA_CNMF_TBRG4_-0.22_3 mRNA_CNMF_LRIT2_-0.74_3 mRNA_CNMF_KIAA0196_-0.21_3 mRNA_CNMF_TESC_0.67_3 mRNA_CNMF_CCBL2_0.27_3 mRNA_CNMF_CD209_-0.69_3 mRNA_CNMF_STRN3_-0.3_3 mRNA_CNMF_CEP290_0.32_3 mRNA_CNMF_TMEM132B_0.74_3 mRNA_CNMF_SCGB3A1_-1.84_4 mRNA_CNMF_RGP1_0.65_4 mRNA_CNMF_NOXA1_-0.87_4 mRNA_CNMF_ZNF319_0.34_4 mRNA_CNMF_FCGR2A_0.66_4 mRNA_CNMF_THOC7_-0.26_4 mRNA_CNMF_HSD17B7_-0.33_4 mRNA_CNMF_ZNF843_0.63_4 mRNA_CNMF_PENK_1.19_4 Amp_ATP2B3_Xq28_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_G6PD_Xq28_mRNA Amp_IGF1R_15q26.3_mRNA Amp_JAK2_9p24.1_mRNA Amp_KDM5A_12p13.33_mRNA Amp_LIFR_5p12_mRNA Amp_MDM2_12q15_mRNA Amp_MTCP1_Xq28_mRNA Amp_NFE2L2_2q31.2_mRNA Amp_NFIB_9p23_mRNA Amp_PHF3_6q12_mRNA Amp_RPL10_Xq28_mRNA Amp_SOX2_3q26.33_mRNA Amp_TERT_5p15.33_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_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_FGFR3_4p16.3_mRNA Del_GOLGA5_14q32.32_mRNA Del_HRAS_11p15.5_mRNA Del_IMMP2L_7q31.1_mRNA Del_IRF4_6p25.3_mRNA Del_LCP1_13q14.2_mRNA Del_LRP1B_2q22.1_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_PAFAH1B2_11q23.1_mRNA Del_PAX3_2q36.2_mRNA Del_PAX7_1p36.21_mRNA Del_PCSK7_11q23.1_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_SMYD3_1q44_mRNA Del_STK11_19p13.3_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_WHSC1_4p16.3_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 & 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 3.60649e-06 1.525823e-06 14.1891891891892 37.8378378378378 3.37837837837838 15.5405405405405 29.0540540540541 10.3432184 NA 10.0935360 3.9454111 4.7934121 10.6629548 4.2084470 6.3127868 8.8073707 16.1670992 6.5110125 8.5399641 8.4789787 -0.6985294 8.8958839 10.1233332 5.2306411 6.4411099 5.0020004 8.2114523 4.1089175 -0.6985294 11.4817792 9.5858050 10.0845574 0.3015876 10.0572814 9.7330569 10.4002493 -0.6985294 3.5494844 8.2190209 4.3459498 12.8218096 10.6563596 10.0837385 9.6041981 7.9490178 8.2845530 10.2211674 4.8865209 2.1089258 10.6624063 8.4100837 3.3890161 11.1221371 5.1842009 11.2054411 7.9051854 NA 0.8865111 3.3015584 1.3015876 15.2196056 16.3230684 12.6389024 11.6377868 12.0305426 -0.6985294 NA 3.8251242 10.4256805 8.2702262 11.5712704 9.3969562 2.6234923 18.3793138 17.9436709 11.8580653 NA 2.6234923 1.6234923 10.4808463 3.3890161 9.6076209 3.8251242 9.8071127 10.5315797 10.7563726 14.8881938 8.9399952 7.0894621 5.6234865 11.2285964 -0.6985294 9.9445135 11.3558244 9.3253136 10.1579848 10.2426068 3.1089091 8.5399641 10.0472335 7.7650838 0.8865111 NA 7.5598894 5.2322962 7.5869614 8.2731028 9.4217970 12.1517461 1.3015876 -0.6985294 3.9454111 2.9546244 10.4276183 7.7024387 12.8686835 11.6019118 9.4184360 9.3837082 2.8865306 5.4513067 13.1467552 7.4205001 11.1193424 8.7873887 8.9950463 9.1415503 8.3377329 10.4601690 3.3015584 1.3015876 9.6841834 8.6053399 10.8902739 9.4126950 9.5741889 12.0413398 4.3890229 8.2966763 8.3514079 1.8865111 8.2293370 2.7609873 0.02174400 -0.03993700 0.03594700 0.81324000 0.76140000 0.00000000 0.00000000 0.05993700 0.05993700 -0.37008000 0.39745000 0.39380000 0.00013863 0.00277450 -0.37448000 0.04613300 0.02048300 0.02048300 0.18374000 0.02225700 0.02623300 -0.02780800 -0.05738500 0.02669600 0.03566500 0.38717000 0.03045100 -0.01929600 -0.08346500 -0.10119000 0.00208050 -0.03637900 -0.03637900 -0.03544800 -0.36826000 -0.36826000 -0.36826000 -0.36125000 -0.09221300 -0.09221300 -0.42844000 -0.04983000 -0.04698900 0.00069327 -0.00415460 -0.00249380 -0.37662000 0.03831000 0.03831000 -0.39497000 0.00277450 0.02791900 0.00194180 -0.00069303 -0.03389200 0.02048300 0.02048300 0.01974600 0.02314500 0.02806000 -0.29556000 -0.32217000 -0.05738500 0.03228100 0.03228100 0.02051000 0.03073200 -0.41470000 -0.37381000 0.40327000 -0.10368000 0.00000000 -0.01929600 -0.01929600 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 -0.196 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 -0.196 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 3.8251242 5.8561491 11.0286288 11.5698088 11.2248867 11.0635259 10.8474890 10.4179032 11.6296731 9.3810441 0.3015876 5.8714149 6.8714149 10.3183676 10.1956191 13.3474042 4.5954440 11.1372149 5.7609900 8.3149656 8.0192354 10.8474890 3.3890161 10.0556116 5.5303767 7.7888364 7.0959750 8.7568865 8.4485095 4.4714866 2.7609873 5.9162688 6.0697430 9.1056904 9.9941748 9.7893993 7.2902438 2.1089258 4.9448397 NA 5.744503 11.031180 9.497547 8.791407 11.742169 10.017521 10.483637 10.843140 7.760991 10.311388 7.693877 9.593881 4.400012 11.355824 9.417903 9.827080 13.564724 6.220423 4.623486 8.783359 10.3106880 11.6825614 10.6155759 0.8865111 10.3507271 11.0656015 13.0608212 8.4814685 8.6234872 8.2816987 11.4926185 8.1558044 9.1903025 10.9313712 9.4308422 5.0020004 9.6776846 8.1811423 8.3810441 10.6624063 11.1221371 10.1273130 11.6377868 6.5683453 6.9810398 11.8580653 3.1089091 1.3015876 9.1056904 8.8348891 10.1579848 10.2426068 9.4087764 10.0472335 10.6574609 8.0260730 5.8714149 2.6234923 10.6210113 7.7878712 10.9047219 8.9199449 5.2788397 10.4276183 10.3636054 9.3837082 12.5375734 10.5225421 10.3120873 9.2659000 9.3294652 10.4404710 3.1089091 3.8865209 6.9309159 10.5741890 8.5134477 9.4752363 9.9924303 7.9704442 9.9354627 5.5494874 TCGA-BA-4074 69 1 462 NA head and neck stage iva t2 n2c m0 male 2003 NA yes head & neck squamous cell carcinoma 51 1951 5 white not hispanic or latino 2 2 1 1 1 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 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4.091979e-06 1.317756e-06 14.4654088050314 15.7232704402516 1.88679245283019 40.8805031446541 27.0440251572327 9.7924053 NA 10.9476963 4.4057201 5.4057201 9.6816748 2.5312442 3.5785523 8.2017887 17.5582630 7.1121997 7.8166528 8.6257680 0.2092662 9.1111949 9.1846929 7.1904144 3.4823449 5.3522818 7.0755711 0.2092662 NA 10.8755465 8.7905231 8.9906821 -1.3755715 9.2879180 9.4469309 10.5054740 -0.3755715 4.2093208 8.9287227 0.6243349 13.3737057 7.4284908 12.1462058 9.8975728 7.2932454 7.8651511 9.6639645 5.1942171 NA 12.6473346 7.8911463 -1.3755715 9.6951517 5.4264224 10.2641529 6.2017887 2.5312442 1.2093286 8.8981554 5.4445379 15.3973177 15.0919361 12.6193604 10.2321526 10.8408027 NA 1.2093286 4.6687545 9.8722875 8.9797110 10.0427397 8.5402393 NA 16.1377869 16.3866577 10.6261200 6.6355875 4.2967878 0.9462817 12.2291448 NA 7.9775066 5.2093208 7.4710102 8.1420294 12.5282418 13.8336991 9.6109132 6.5432237 6.6467272 13.0531127 0.6243349 9.9977690 11.6810586 10.0026548 8.2353848 10.3047195 1.7942703 8.1808659 9.1808659 9.0506247 0.6243349 NA 3.9101282 8.1400598 5.7942859 8.0485261 8.6687542 12.4044896 0.2092662 -1.3755715 6.1789496 NA 10.0569018 7.1321542 13.3779946 8.5624691 8.8729872 10.3590696 2.7942911 5.7118225 14.0922839 9.0652292 12.2666373 7.2754113 10.6442773 10.5846443 6.4057201 9.2353848 2.9462817 0.9462817 10.8181933 9.2130746 11.0292355 10.6981668 8.1321547 10.3441766 4.2682173 10.1755827 7.7690179 0.6243349 6.9906826 0.2092662 0.03778200 0.03778200 0.08854800 1.80500000 1.84980000 0.07239600 0.07239600 0.56899000 -0.49267000 -0.49418000 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 0.00636280 0.00499690 1.47550000 0.05266800 -0.14952000 -0.13684000 -0.04817500 -0.55567000 0.03778200 0.03778200 0.03778200 -0.49538000 -0.48638000 -0.48638000 -0.50191000 -0.49287000 -0.49287000 0.00638710 0.00638710 0.00638710 -0.47321000 -0.47321000 -1.15970000 0.07239600 -0.49267000 -0.49267000 -0.53372000 -0.99861000 -0.48586000 0.02777800 -1.16650000 -0.47459000 -0.08903700 -0.48113000 0.00194180 -0.49861000 -0.47807000 -0.01986300 -0.08691600 0.03820600 0.00833510 0.00833510 0.00636280 0.00636280 -0.46812000 -0.09464200 -0.05617300 0.05950800 -0.09763400 -0.11979000 -0.11979000 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 0.099 -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 0.099 -0.493 -0.471 0.000 -0.486 -0.486 -0.120 -0.120 -1.375572 8.037988 10.451703 10.529371 10.002655 9.522961 11.891439 7.923568 11.590685 8.838679 -1.375572 5.194217 7.175106 8.723708 11.511009 12.495688 4.918243 12.135618 9.737451 8.441503 4.601637 11.891439 -1.375572 10.636635 4.457253 9.130350 4.999400 10.586171 7.427910 4.116215 4.296788 6.799286 3.794281 6.900484 10.889975 11.210496 9.003738 1.946282 1.624382 0.9462817 5.4823417 10.0729926 10.3082274 9.8240324 9.2083829 9.0273719 9.8958231 9.7354956 8.1000936 9.3548301 10.0735086 11.4307082 5.1438383 11.6810586 8.8289311 9.1875562 14.0169615 9.3700343 4.4317166 8.4333242 10.7462172 11.2559918 9.5372493 0.2092662 9.1606071 11.1079239 13.3082291 5.9994003 7.8675339 6.4947244 11.8576801 10.3408580 9.7600692 10.2664116 10.9380933 5.3522818 9.6897761 8.7289589 7.4252596 12.6473346 9.6951517 10.7763278 10.2321526 5.5668730 4.4057201 10.6261200 0.2092662 NA 8.2591712 10.3204582 8.2353848 10.3047195 13.0371283 9.1808659 11.1395670 9.2976690 5.5432237 -1.3755715 7.1525404 9.3539807 9.2600781 3.9462911 2.7942911 10.0569018 9.9791604 10.3590696 12.3189355 12.1165887 11.3919237 9.0548124 9.1000933 8.7065091 2.9462817 NA 4.4572528 8.0949987 9.0735086 8.6536473 9.3607619 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 & 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 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 4 0 0 0 0 0 0 0 0 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 5 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 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 5 0 0 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 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 5 0 0 0 0 5.409735e-06 1.976634e-06 11.9266055045872 17.4311926605505 2.75229357798165 39.9082568807339 27.9816513761468 8.4445404 -0.8996951 10.1184445 0.1003049 1.9075829 10.1177487 NA 4.3481687 9.3891103 15.8913436 6.8946601 7.0309816 9.3868021 NA 8.8995258 9.5053858 6.5596754 4.3097001 8.2626356 6.6776731 1.9075829 NA 6.7001567 3.9582209 9.1016524 5.2087669 9.8307145 9.4643789 9.4255497 1.6852225 2.4221792 8.1807690 2.2701701 13.2517366 9.6070477 11.3072587 8.8617957 6.2397952 5.7001567 11.5711573 1.6852225 NA 12.0232003 7.3948648 NA 9.2061528 2.1002376 10.7010864 5.8281644 4.2295264 NA 5.1226106 NA 15.2997800 15.0643503 12.1698619 10.8905928 10.5186240 0.1003049 NA 2.2701701 10.8642865 8.5617236 10.1949819 8.2900691 -0.8996951 17.3428604 17.1853225 11.9449501 2.5596876 1.9075829 0.6851777 11.2657795 NA 7.7972121 5.1663338 7.7312029 7.9950622 11.6646320 13.4792842 8.9410224 5.1446379 3.3481758 11.8486468 NA 8.8024168 11.7818297 9.9828874 8.7167931 9.9512124 -0.8996951 8.1663333 8.7422960 8.0220854 0.1003049 0.6851777 4.1450742 4.5920982 6.5265086 8.5493931 8.9675231 11.7477028 0.6851777 NA 4.4925647 0.1003049 10.0896388 8.0631405 14.0961439 9.8979058 9.2743835 11.0796695 2.4221792 1.6852225 14.1014766 8.8162064 11.8700822 10.1494122 9.2785356 10.1959183 9.0846628 11.0558942 1.4221792 1.4221792 8.5840602 8.9236115 10.1790623 10.0339350 8.9188266 10.7227537 1.9075829 10.0718884 8.6257651 0.6851777 6.0775250 -0.8996951 0.434640 0.456480 0.805180 1.627000 1.627000 0.592590 1.233300 2.213400 0.143390 1.185900 0.657200 0.812190 -0.099746 0.078299 0.078299 1.325800 0.255880 3.656900 -0.063043 -0.215520 0.622950 0.622950 0.538880 -0.200320 0.634800 0.449750 0.800430 0.135380 -0.168040 -0.106670 0.079580 0.434640 0.434640 -0.236560 -0.245000 -0.245000 -0.231660 -0.286480 -0.228840 -0.241200 -0.230560 -0.230560 -0.238640 -0.227620 -0.174690 -0.211570 0.580750 0.000000 -0.024702 0.063986 0.078299 0.078299 -0.138600 -0.108030 -0.111690 0.270000 0.131980 -0.234110 0.160090 0.279140 -0.238270 1.322600 -0.093612 0.253380 0.241780 -0.533080 -0.202380 -0.873700 -0.175760 -0.175760 -0.199880 0.171050 0.072984 0.135380 -0.112 -0.112 0.256 0.256 -0.140 -0.140 0.623 1.179 0.000 0.253 0.253 0.246 -0.210 -0.232 -0.867 -0.176 -0.176 -0.107 0.000 -0.295 0.506 -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 0.135 0.135 -0.112 -0.112 0.256 0.256 -0.140 -0.140 0.623 1.179 0.000 0.253 0.253 0.246 -0.210 -0.232 -0.867 -0.176 -0.176 -0.107 0.000 -0.295 0.506 -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 0.135 0.135 -0.8996951 7.2139868 10.4599938 10.2575913 10.6828568 10.5617237 12.8049045 8.1663333 12.1853848 6.9889880 -0.8996951 6.0544404 6.2601160 10.8041479 10.7915517 12.8162063 3.9824004 11.3035923 7.9043751 8.4849203 2.9076021 12.8049045 -0.8996951 11.1606025 3.3481758 9.7106787 6.8484377 10.1976181 6.3317536 3.6852113 2.2701701 7.5138721 6.1663338 7.9172277 11.3728741 10.9279840 9.3481718 0.6851777 0.6851777 NA 7.7259531 10.9092085 12.2388329 9.9721495 9.6316258 8.6870841 10.8684287 10.6581866 7.2801537 9.3705396 8.9551128 10.1582360 3.1550854 11.7818297 8.3763685 10.0917662 13.5560711 5.6701010 0.6851777 9.5990935 10.3084786 12.1324623 10.4238621 NA 8.8995258 10.9582253 13.2939129 6.9140251 8.8651159 7.3623393 11.9317495 8.6460197 8.4621881 11.6816803 11.1592507 8.2626356 9.7602402 7.9011445 4.4577978 12.0232003 9.2061528 11.2913035 10.8905928 7.4709313 2.2701701 11.9449501 -0.8996951 NA 7.7149543 11.1500929 8.7167931 9.9512124 12.4817873 8.7422960 11.0645852 10.2139865 0.1003049 4.9331335 8.4964208 8.7241257 9.6070477 -0.8996951 1.4221792 10.0896388 9.8076035 11.0796695 11.9690669 11.4610914 11.8867182 8.7459029 8.4599938 8.8634566 1.9075829 NA 1.4221792 7.9217315 8.2449028 8.8717337 8.9752258 8.0660284 9.4511835 3.9582209 TCGA-BA-4076 39 1 415 NA head and neck NA tx nx NA male 2003 NA yes head & neck squamous cell carcinoma 30 1983 NA white not hispanic or latino 1 4 NA NA 2 3 1 2 NA NA 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 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 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 5 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 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 4 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 6 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 9.813814e-06 3.016967e-06 6.31578947368421 15.7894736842105 10.2631578947368 43.1578947368421 24.4736842105263 10.02746870 0.06970217 10.15112451 -0.93043530 5.44468032 9.85835950 5.06964202 2.97652861 8.77008075 15.41561804 6.95838451 8.03542542 8.16503812 NA 8.57346693 9.25575540 5.47903326 4.23956607 1.06963343 7.85100064 -0.93043530 -0.93043530 5.35504446 5.39156840 10.96937566 0.65461884 10.03902760 10.85998965 9.78560319 -0.93043530 1.65461884 7.88566465 0.65461884 12.54131634 7.74559836 9.65084173 10.93923495 9.20535048 5.44468032 12.05263468 2.23958135 NA 12.35951593 8.80265659 0.06970217 11.22540804 7.61981061 12.16635628 7.09754759 NA 1.06963343 6.33642801 1.65461884 15.01608803 15.05422068 12.17604047 10.53775606 12.12254874 -0.93043530 NA 3.39157527 11.00037845 9.21557328 11.15045864 10.20535036 NA 18.60730696 17.91161080 9.74383336 NA 1.65461884 -0.93043530 12.39789530 6.59320286 6.27909423 5.75614264 10.77810860 10.07315908 10.98738610 14.43298881 9.37456287 5.21938926 5.25946458 12.14294591 NA 9.73497697 12.21089412 9.15045864 10.58583358 10.80731096 NA 8.04405581 11.06505498 6.09200865 -0.93043530 NA 6.46170044 8.58336864 3.82453366 9.20021178 9.10030832 10.77224669 -0.93043530 NA 7.25451657 3.32362947 11.13168729 9.05832570 13.71377907 11.95933522 10.50220388 10.59320305 NA 6.10306326 13.34081231 8.40726309 11.44956096 8.82952931 9.37244002 10.10750375 9.52496829 10.61701769 2.77008901 2.06963343 9.90805720 8.81615552 11.52932889 9.27787552 9.07666838 11.83389073 2.65459593 9.24997312 9.61073771 NA 11.30415923 -0.93043530 0.77579000 0.81396000 0.76102000 0.78562000 0.01997600 0.00055459 0.00055459 3.65690000 0.03637000 -0.81381000 -0.81381000 0.78755000 -0.81696000 -0.81696000 -0.81855000 -0.03381400 0.01251600 3.65690000 0.00000000 0.02916200 0.02118300 -0.01584400 -0.02753500 -0.04292400 3.65690000 2.61040000 -0.02288100 -0.12460000 -0.02177500 -0.82562000 0.00000000 -0.80053000 -0.76928000 -0.81059000 -0.79168000 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11.9503725 11.2966553 11.3017622 11.7238296 -0.9304353 11.4260931 7.5614942 NA 5.1140338 7.0920086 8.8834223 10.5659956 13.4157393 3.8051583 11.6630323 8.5331654 9.2148347 4.9276215 11.7238296 -0.9304353 10.8906178 3.3915753 9.7107536 4.8769982 10.8349273 7.9531395 3.9765286 1.0696334 7.2643976 7.4183696 9.1451203 8.5372467 9.3032609 8.6639658 2.8769982 0.6546188 -0.9304353 5.5774349 10.3475096 14.0874008 11.3119221 11.2127054 8.0554831 10.8473074 11.4408733 6.8961895 10.4769089 6.8311920 11.0084856 5.3324860 12.2108941 7.9400058 10.4386931 13.2225209 7.4139367 0.6546188 8.8640570 10.16107657 11.72762942 10.52702204 0.06970217 11.01215562 9.87377214 13.42368178 9.19505447 8.78044758 8.34110425 12.60952692 9.32466976 8.63379046 10.53112058 10.14512029 1.06963343 10.26378233 8.22951246 6.13572980 12.35951593 11.22540804 10.66069594 10.53775606 4.59320435 6.47052060 9.74383336 NA -0.93043530 9.13976211 8.38931341 10.58583358 10.80731096 10.74029736 11.06505498 11.29273781 8.84936037 NA NA 8.11769193 7.75963923 9.47478260 4.71349787 1.65461884 11.13168729 10.68204889 10.59320305 11.94058372 11.14912590 9.84113061 8.93227854 7.22951294 9.95304810 -0.93043530 NA 6.03542597 8.50522801 9.46088465 9.14244356 9.61073771 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 & neck squamous cell carcinoma 30 1983 NA white not hispanic or latino 2 5 NA NA 3 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 4 0 0 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 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 9.120258e-06 3.259712e-06 9.04109589041096 68.2191780821918 3.83561643835616 11.5068493150685 7.3972602739726 10.29297921 NA 10.32688795 1.75214913 2.26672658 9.89171066 5.72616365 6.92779811 8.92208424 17.06267062 8.01894568 8.02961300 8.92208424 NA 9.55951418 8.89754570 4.61722795 6.79655363 11.70946865 8.80278549 2.26672658 1.52977098 8.15669239 4.96717322 11.69005849 NA 9.77611156 10.61811346 9.95882484 NA 2.40424918 8.86980973 2.11473348 13.07561619 9.50800053 8.89608896 11.08339615 8.85319694 6.11472932 12.25029614 7.57416132 NA 12.82314270 8.35631551 1.75214913 11.14109912 6.29821657 11.39214593 8.16397264 NA NA 4.11473348 0.94478350 16.71789815 17.22084608 12.63883570 10.72780255 12.16955974 NA -1.05529145 3.11473348 10.64784270 10.52459166 11.95742890 9.78479546 4.03226838 16.97612863 18.19276662 13.59972002 0.94478350 0.52977098 0.52977098 11.78636868 NA 8.29131807 4.89900157 10.09550357 9.96925153 9.87996945 15.20103147 9.01089366 1.94482097 7.04283692 10.96543713 NA 9.14447675 12.07317250 10.15730070 11.97943138 11.85713235 NA 8.82744751 10.82362160 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7.4083289 9.9227998 4.8990016 NA 9.4800797 9.6006212 9.5732499 9.4185100 10.4306336 8.2734791 10.9217264 4.3710709 TCGA-BA-4078 83 1 276 NA head and neck NA NA NA NA male 2003 NA yes head & neck squamous cell carcinoma 75 1944 4 white not hispanic or latino 2 4 2 2 3 4 3 3 NA NA 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 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 4 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 4 0 0 0 0 6 0 0 0 4 4 4 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 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 4 0 0 0 1 0 0 7 5 0 0 6 0 0 5 0 0 1 0 0 0 4 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 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 1.255336e-05 4.334723e-06 7.0281124497992 17.8714859437751 10.6425702811245 40.3614457831325 24.0963855421687 9.22096061 2.37108486 10.69188700 4.89464802 6.43286256 11.16696375 6.91024577 5.44147684 8.27797685 15.02895196 8.18870950 7.50242926 10.32934911 NA 9.35408008 8.97989558 5.28756464 6.36204200 8.36090677 9.29589885 2.63412856 5.56485675 11.86564208 11.15833608 10.96615739 NA 11.67223964 10.38203408 10.77345904 1.66384555 4.45854606 9.20517182 NA 13.67352546 8.50858988 9.69625695 12.06187018 8.07013812 7.71449419 9.78344454 6.53297456 0.37105697 12.74938130 8.26226260 0.04921253 13.32288113 6.83614632 11.80038856 6.94094193 2.13661796 1.21909106 2.21909106 1.37111274 14.23749376 14.00714639 12.55744836 9.64114806 12.44616443 NA 3.57271993 4.84357187 10.26074257 9.97434188 11.43636795 10.67441060 -0.52865644 15.51803692 18.46063832 10.98873758 -1.95064804 4.21908331 2.50858077 12.07801411 NA 8.07013812 4.15768243 11.48192337 10.97322854 10.05056659 15.06256828 9.57907698 7.67486737 3.33455397 10.27104755 -0.95092690 10.48248299 13.17437283 11.19620424 12.16347008 11.69064569 NA 9.12930955 10.92279473 9.54401391 0.04921253 -1.95064804 6.48853268 8.40120166 5.06038467 9.65833718 10.48613009 9.85127072 1.37111274 NA 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7.588317 9.756949 12.335708 11.435560 11.423790 11.114069 9.813615 12.175460 8.268327 11.035000 7.186150 11.150642 5.348640 13.174373 10.240526 10.912958 13.049972 11.944639 5.219083 10.800493 10.843574 11.301085 12.062132 1.049143 11.371086 10.659030 14.967039 9.638809 9.943218 10.006986 13.436368 10.333604 7.953040 9.701107 9.788517 8.360907 9.880862 10.268024 7.160294 12.749381 13.322881 9.774951 9.641148 5.968022 5.763404 10.988738 7.348366 -1.950648 9.107150 10.124972 12.163470 11.690646 11.452170 10.922795 10.905584 9.431242 6.947003 -1.950648 8.622673 8.348802 10.034645 5.467012 4.856513 10.027869 11.475554 10.306841 11.501142 9.722467 10.158663 9.571249 7.994602 10.112553 2.634129 5.586065 7.308901 9.717294 10.069444 9.215321 10.991673 7.391233 9.981373 6.696617 TCGA-BA-5149 47 1 806 NA head and neck stage iva t3 n2c NA male 2010 NA yes head & neck squamous cell carcinoma 60 1980 5 white not hispanic or latino 1 3 1 1 1 1 2 1 2 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 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-0.54687755 10.94789938 5.05221154 11.89508018 6.69621783 -1.54708834 NA 5.15348515 2.03801469 15.70133278 16.35029695 12.59577954 11.03424440 12.57651862 -1.54708834 NA 4.12546927 10.91145041 8.56026098 9.99462441 9.62296877 -1.54708834 17.79584988 18.52974853 10.47437084 NA 0.45301706 -0.54687755 11.46164750 NA 7.38968210 5.56156748 11.30224170 10.31024729 10.88271205 15.63518596 9.46427107 -0.54687755 3.45304341 11.29735726 -1.54708834 9.63667917 11.27201140 9.09238453 9.27641105 11.98734670 NA 8.70452619 11.20500621 4.62297134 NA -1.54708834 5.61311611 4.89598599 4.43032542 9.31024740 10.35428785 10.58232680 0.45301706 0.03801469 4.03800591 NA 10.49127701 8.90528500 13.20139393 11.04993239 10.23728191 10.80149537 NA 6.29224800 13.44381260 7.98052063 11.76493402 7.71748656 10.46225666 10.07697108 8.00954985 11.03283114 2.45304341 1.45306975 7.36892284 7.54580084 11.28454901 9.91963014 8.41449371 12.59539025 1.91245826 9.23446084 9.53585817 -1.54708834 9.85765324 -1.54708834 -0.02931100 -0.02931100 0.32270000 0.03312700 -0.35248000 0.02960600 0.02960600 0.64139000 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 0.38535000 0.30681000 0.26473000 0.28675000 -0.04455100 -0.02931100 -0.02931100 -0.02931100 -0.37471000 -0.37471000 -0.37471000 -0.37471000 -0.37335000 -0.37335000 -0.01436600 -0.01436600 -0.01436600 0.13939000 0.15412000 0.14548000 0.38899000 -0.31073000 0.00097064 -1.20910000 -0.35806000 0.42368000 0.01880300 0.00394530 0.01279500 -0.00221680 -0.75227000 0.01363200 -0.36873000 -0.36873000 0.01811600 0.02454800 0.02370600 -0.00207840 0.71547000 -0.36624000 0.02525000 -0.37864000 -0.33098000 -0.14039000 0.01978300 -0.44792000 -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 0.641 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 0.641 0.000 -0.377 0.618 0.066 0.424 -0.115 0.307 NA 6.5510761 11.4804315 11.4369281 11.0921584 11.1945108 11.8624348 6.5245057 11.6762914 6.7659272 NA 1.2603870 5.6428690 7.0566702 10.6345067 13.6514121 2.7814436 11.4450970 8.4231495 8.8299941 5.3719073 11.8624348 -0.5468776 11.2145951 3.6625018 9.1029735 5.7659272 10.2776049 8.2352230 2.9124774 -1.5470883 7.7430625 3.6229655 9.0114646 8.6962178 9.3402645 6.6527159 0.7750084 1.2603870 -1.547088 7.298534 11.581360 12.759531 9.591956 10.897023 8.102300 11.402688 11.836343 7.323409 10.388945 7.298534 9.466367 5.288085 11.272011 9.369670 10.147402 13.119670 6.221227 2.845370 9.802325 10.78899241 11.83863664 9.39702383 0.03801469 11.84011873 11.22308824 15.21432143 8.55370608 8.79733988 8.29382153 10.85738708 10.00147083 8.35993444 10.77384439 8.84428741 10.01337669 10.69144858 9.92776374 7.88140400 13.11125530 10.94789938 10.39078546 11.03424440 4.45304341 6.12546927 10.47437084 NA NA 8.82590898 10.91631272 9.27641105 11.98734670 12.17189775 11.20500621 11.75653919 9.87825971 2.70097231 -1.54708834 9.42355233 8.18266449 9.85552306 5.60279238 5.08240029 10.49127701 11.63977711 10.80149537 12.31558432 11.11904583 8.96578428 10.37302444 7.45022315 10.37933981 0.77500839 NA NA 8.62512142 10.16385028 9.61165358 11.52935842 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 & neck squamous cell carcinoma 20 1962 0 white not hispanic or latino 3 3 1 1 2 3 2 3 NA NA 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 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 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 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 5 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.635512e-06 9.363002e-07 33.6448598130841 17.7570093457944 3.73831775700935 28.9719626168224 15.8878504672897 8.79797499 NA 10.62594029 0.41597495 4.32288717 10.46285079 8.34910029 5.76649711 9.15341599 15.90177233 7.81003366 6.69398450 7.98737317 1.09410092 8.25520329 8.37252077 5.12749297 2.61762761 5.58592398 8.24127628 2.00097349 -1.90616943 7.66012571 7.92537878 11.34466602 3.58592398 10.88238200 10.13744064 10.98357545 -1.90616943 3.34199997 9.51374733 NA 13.62758377 10.99474970 9.49281517 11.96173636 8.59988310 5.75228296 12.90197983 1.67901836 NA 14.11873507 8.92220796 NA 11.52596084 4.85322720 12.22929984 7.40241095 NA NA 5.17088648 0.67906342 14.13983012 15.41465545 12.12163459 10.76715968 13.34318498 -1.90616943 NA 5.63323066 11.01349353 9.12955788 10.56980492 9.60681196 0.89110806 17.80132448 18.64178038 11.58203714 NA 3.04827107 -1.90616943 12.17995887 NA 8.22978065 8.77618823 11.70404204 9.93327534 10.12783870 15.45158916 9.57081772 1.09410092 1.79451984 10.78581502 0.67906342 9.90504472 11.96896740 7.46039364 10.20553327 12.71686693 NA 8.01293455 11.75127830 2.90141722 NA -0.90589908 5.98482173 6.37947368 7.79970384 9.93916941 9.94347657 10.70878137 0.09410092 -1.90616943 4.82199077 1.41597495 11.95447959 9.38984039 12.84995011 11.68161468 10.48228533 11.46720855 NA 4.45162655 13.50266663 8.07991353 11.85479146 9.43559026 10.43339818 10.67605818 12.66285896 11.29803123 5.75940621 0.90141722 10.67126427 9.66629804 12.37853419 9.62252556 8.70047683 12.34222149 1.79451984 9.32308855 9.54939868 -0.90589908 11.52216995 0.41597495 0.00249690 -0.00387790 0.42503000 -0.00774820 -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 0.18935000 0.05401500 0.00180300 0.00180300 -0.00018771 -0.49767000 -0.00387790 -0.00387790 -0.00843850 -0.00843850 -0.00843850 -0.00843850 -0.44286000 -0.44286000 -0.00581400 -0.00581400 -0.02096100 -0.00774820 -0.02876500 -0.00396830 -0.00622860 -0.00581400 -0.00581400 -0.28606000 -0.00055444 -0.00055444 0.41412000 0.41412000 0.41412000 0.00000000 0.00000000 -0.01958900 -0.00697800 -0.00697800 0.00152550 0.00152550 0.00388540 0.00097064 -0.48691000 0.00833510 0.00833510 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 NA 7.5390867 10.4917462 11.4505235 11.4685677 10.1934193 10.3757118 -0.3210267 10.3713589 4.3228872 NA -0.3210267 7.1735562 12.6187969 10.4494226 13.6435554 4.0549960 12.0479042 8.8795241 9.4863353 6.1547675 10.3757118 2.0009735 11.5150844 3.6790296 8.9818632 9.4333649 10.8466612 7.7588388 3.4160020 -0.3210267 8.1695508 3.4516200 9.2882127 10.7334122 9.5919234 6.5161365 1.6790184 0.6790634 NA 6.888488 11.603599 11.909952 12.261098 12.038784 9.406955 10.534583 11.543091 8.576880 11.236817 6.815171 11.290213 4.303138 11.968967 9.797543 10.416845 12.519922 6.605825 3.342000 9.800999 10.67574291 11.48585215 11.48410610 -0.90589908 11.60570067 11.20079803 15.18334561 9.21883904 9.04535614 9.01591259 10.96597673 8.91552658 8.00396478 10.49040868 8.61174080 5.58592398 11.60619467 8.40808810 9.08488464 14.11873507 11.52596084 10.36815840 10.76715968 4.56980701 7.37947368 11.58203714 0.09410092 -1.90616943 9.15881440 8.60779930 10.20553327 12.71686693 11.63541019 11.75127830 11.72320042 10.13367603 -0.90589908 NA 10.01157419 8.16506476 9.66819201 8.19997999 3.30351775 11.95447959 11.97938657 11.46720855 12.32093525 10.30017018 10.19571903 9.92141416 6.10529883 9.82835771 2.18154786 0.09410092 3.00095547 7.79326190 10.62837436 10.29497012 9.51350516 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 3 3 2 3 2 2 2 2 0 0 0 0 4 0 0 0 0 5 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 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 4 0 0 0 0 0 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 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 0 4 0 0 4 0 1.494613e-05 5.47909e-06 11.5191986644407 75.2921535893155 3.00500834724541 8.01335559265442 2.17028380634391 10.3176931 NA 10.2259056 0.5973166 1.8603272 10.0256381 2.7989215 6.1882387 7.7751954 16.8743183 6.8565500 7.9495419 7.7099778 -0.7247545 8.8771206 9.9264014 4.7633531 5.5791319 6.0891316 7.4402563 1.7347855 -1.7245161 6.8489972 4.4651713 10.2714701 -1.7245161 10.4490269 10.2830778 10.5456451 0.5973166 2.3628065 8.2033945 5.2640334 11.0989160 9.5630622 9.8028267 10.4364816 8.2697032 5.8299383 12.5099427 1.9757769 NA 11.6710177 8.5089693 3.5607516 11.9613030 5.5699710 11.5624849 6.5185241 3.8912345 NA 5.8375926 2.0827026 15.6960912 15.5959258 12.5553810 11.0161846 12.3619836 2.1822473 -0.7247545 3.2753498 11.5177796 8.6174245 11.1707357 8.8018490 2.4087390 15.2310337 19.0347300 12.0511657 NA -0.1397125 NA 12.0846155 0.8602875 7.4676422 6.0369011 9.9137314 9.5023640 10.9891658 14.5620699 9.2865769 2.5232859 3.7016156 11.4736413 NA 10.3387448 11.3386909 9.1255367 9.3766689 11.3161532 3.2753498 8.3101488 10.7013524 5.1579936 NA 0.2753647 6.8870390 4.5232797 7.9264016 8.3115236 9.7816572 12.0157630 -1.7245161 NA 5.6932026 NA 10.6433105 7.4701065 13.7994629 11.9770894 9.4632955 10.3004893 NA 5.4046341 14.1384228 8.0185012 11.0536322 7.4377413 10.0824148 10.0189219 10.2138267 11.3748619 2.4452765 -0.1397125 10.0053952 7.9442347 11.6108796 9.3884408 7.9281944 11.8350853 1.2753647 8.1974733 8.5549602 NA 11.2890213 0.2753647 0.0474100 -0.4250600 0.0394780 0.0383470 0.0383470 -0.0044312 -0.4345300 0.0359470 -0.4356100 2.3289000 0.0186730 0.2381400 0.0207630 0.0207630 0.0207630 0.0317180 0.0307320 0.0307320 0.0413170 0.0413170 -0.1837000 -0.1837000 -0.2454500 0.0185230 -0.0999990 -0.0999990 -0.1370400 -0.0881090 0.2566800 -0.1809300 -0.1901100 -0.4448000 -0.9014500 -0.4250600 0.0394780 0.0394780 0.0394780 0.0394780 -0.0153290 0.0262330 0.0262330 0.0262330 0.0396190 0.0383470 0.0383470 0.0383470 -0.4568300 -0.4356100 -0.4356100 -0.0213730 0.0207630 0.0207630 0.0260920 0.0260920 -0.1883600 0.0307320 0.0307320 0.0274970 -0.1837000 -0.1837000 -0.1482400 -0.1546000 -0.2454500 0.0000000 0.0000000 0.0185230 0.0185230 -0.1907700 -0.2223100 -0.0790770 0.0400440 -0.0911550 -0.0911550 -0.0881090 -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 NA 7.2237170 10.5668082 11.4767079 11.6464457 10.5294925 11.0806906 0.2753647 10.7198471 5.1208413 -0.1397125 5.2865781 6.9083446 9.4737948 10.3946151 15.1999419 4.5460672 11.9464485 4.5421342 9.1260444 7.3414388 11.0806906 -0.1397125 10.5537992 5.1082401 9.5299355 8.0875270 9.9106144 5.1529703 5.5882319 0.5973166 6.5697402 5.4651746 9.1927219 10.8794396 10.6641743 7.2178647 -0.7247545 4.6844036 NA 6.734781 10.631251 10.045597 11.425732 11.502665 10.074226 11.657974 10.139536 8.612972 10.623248 6.508969 10.685536 6.192423 11.338691 9.412981 9.017659 13.214402 9.254060 1.597269 11.849234 10.8659367 11.7232078 11.4405708 1.4452500 10.8244124 10.6215864 15.1998013 9.6400316 8.3224735 8.1161277 10.8198313 8.5194401 9.0319060 10.7198471 9.3746976 6.0891316 10.3434562 8.5315585 7.9723170 11.6710177 11.9613030 10.0810937 11.0161846 5.1701694 7.0032705 12.0511657 2.3628065 -0.7247545 8.9380181 9.4744085 9.3766689 11.3161532 10.2907648 10.7013524 11.6843428 9.3156394 2.7347855 NA 9.9374216 9.0156618 9.7490555 7.7791757 2.1822473 10.6433105 10.8886788 10.3004893 12.8943660 11.7077611 11.1910424 8.7841349 7.0501371 10.0814965 5.5607516 2.5922298 10.1129776 9.7022906 9.3333414 9.0125972 9.9570274 8.4059205 10.1344963 5.1457141 TCGA-BA-5153 51 1 1762 NA head and neck NA t2 nx NA male 2005 NA yes head & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 2 3 3 4 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456467e-06 3.467779e-07 33.3333333333333 9.25925925925926 0 35.1851851851852 22.2222222222222 11.2331131 NA 10.5431438 NA 1.7202347 10.5495013 6.3391409 7.7425991 8.1271958 14.8653677 7.8287560 7.7552268 7.1464964 1.2348079 8.9749227 8.9366309 5.7955202 5.2879155 11.0099212 10.1452976 2.2348079 1.4978423 5.0626226 10.8656179 12.2640920 NA 10.1094788 10.3615093 10.9258503 2.8197704 3.5567359 9.2360216 NA 14.9915070 8.5202069 8.9199040 11.9091736 9.0952709 5.1796623 11.9787976 2.4978423 NA 12.7479401 8.7552271 4.2348079 12.7566015 3.1923520 11.9600006 5.8553918 -1.0871202 0.9128798 2.6133195 0.9128798 14.9900881 15.4562136 12.6925960 10.0318177 13.7130688 NA 4.7708555 6.0003403 11.1527735 10.4315298 11.1808337 10.3743561 1.3564819 15.5083964 18.2790494 12.0210744 -1.0871202 1.4978423 0.9128798 11.8880081 NA 8.0395809 3.6133195 11.9009240 11.2103662 9.7186205 15.5721897 8.9255013 2.6133195 6.6063638 10.1314399 NA 10.1088639 12.6608430 11.9188520 11.5433713 11.7731877 NA 9.0562600 11.9399187 7.4903054 NA NA 7.3886097 8.2857416 5.2704280 10.3019702 9.7893936 9.7433919 2.0828048 -1.0871202 7.6909541 NA 10.5892746 9.9647654 12.1952412 11.9206048 9.6120067 10.3971961 NA 3.8670761 12.5446221 9.0664286 10.9627252 11.0958917 10.9275946 10.0333867 6.9241034 9.8844203 4.7202292 3.3051972 12.0087681 8.7473478 12.0681693 10.9213053 8.9156918 12.5068513 2.6133195 9.0985077 9.0878023 NA 9.8597829 2.0828048 0.00013863 -0.01704500 1.86480000 -0.01078400 -0.01078400 -0.00961560 -0.00961560 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 -0.01300200 0.02679500 -0.70127000 0.05352100 0.01866300 0.01866300 0.05965100 -0.07734200 0.07944700 0.00855800 0.00855800 -0.01704500 -0.01704500 -0.01704500 -0.00304750 -0.00304750 -0.74976000 -0.74976000 -0.02411400 -0.02411400 -0.02411400 -0.02411400 -0.02411400 -0.01078400 -0.01078400 0.02230400 -0.00961560 0.00000000 0.00000000 0.02671400 0.03143600 0.03143600 0.01908300 0.01246700 0.01246700 0.02062300 -0.72101000 0.00722170 0.00930980 -0.73705000 0.00875280 -0.69088000 -0.68560000 -0.70388000 -0.70388000 0.05352100 0.05352100 0.00374650 -0.65379000 0.70401000 0.03481800 -0.02890100 -0.02890100 -0.07734200 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 0.704 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 0.704 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 NA 7.13687836 10.74101312 11.63269327 10.45784111 10.34176020 9.94973714 -1.08712024 10.25994436 4.40473285 -0.08712024 2.49784226 7.49407714 11.31881585 10.65096888 14.84629070 2.89015482 11.22660998 8.47702601 8.78896395 8.19132626 9.94973714 -1.08712024 10.38353550 8.18667239 7.58597354 7.56392840 9.07652623 8.20312577 8.36820392 -0.08712024 8.03699777 4.58529909 7.79551956 8.89871867 8.45590829 7.88729130 3.77086075 5.62712236 NA 5.627122 9.676919 12.748525 12.113316 13.721338 8.713777 10.884061 11.885856 10.026619 11.027920 11.220362 11.559885 4.379503 12.660843 10.595432 10.535386 11.956350 11.801049 1.234808 11.051148 10.344896 11.152773 13.312689 1.497842 12.465306 10.250499 14.709016 9.199434 9.594993 10.047303 12.327562 9.312507 8.772412 11.001993 8.590596 11.009921 10.484629 9.824269 10.187837 12.747940 12.756601 9.338093 10.031818 5.542233 8.163175 12.021074 1.912880 -1.087120 9.370258 11.180834 11.543371 11.773188 11.413967 11.939919 11.693006 9.243794 -1.087120 NA 9.517282 9.076526 11.726457 11.344113 2.819770 10.589275 11.213801 10.397196 11.440598 10.606799 10.036998 10.760326 6.973572 9.923405 1.234808 NA 11.114082 9.923356 9.933162 9.260498 12.371796 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 & neck squamous cell carcinoma 62 NA 1 black or african american not hispanic or latino 2 2 3 3 3 2 3 2 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 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 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 4.404079e-06 1.040334e-06 13.2075471698113 12.5786163522013 11.3207547169811 35.2201257861635 27.6729559748428 7.87785527 -0.62994734 10.72486093 0.37005266 2.82948427 10.30448868 8.36865094 5.22804135 8.58559354 15.14942087 7.73638299 7.41990879 6.72761283 -1.62994734 9.12327742 8.22492875 4.93672273 4.15142049 10.68888583 8.99941717 -0.04498484 5.32425617 4.34733967 3.76238071 12.15326350 NA 10.07266616 10.51885494 9.39173465 1.95501516 3.49934843 8.29493269 NA 14.80364603 9.33656614 10.18103383 12.28472600 10.39520015 7.30669880 11.14175636 1.69198075 0.37005266 13.70167737 8.07569306 -0.04498484 11.36034189 6.81316936 11.93468644 7.75807794 -1.62994734 -1.62994734 4.79632779 1.69198075 16.17071995 16.27695406 12.16711411 9.29487320 13.52949836 NA 2.37005266 5.11152799 10.50705170 7.96811322 11.30430431 10.18544388 0.69198075 16.44028114 18.27566942 10.54498626 NA 0.69198075 1.53997766 12.62006285 NA 7.78368844 4.09798154 11.50880274 9.73474247 10.17338457 16.66228784 9.63567568 6.29487251 1.69198075 10.79553880 0.37005266 10.82667170 12.29644648 7.44687652 11.57661713 11.68719050 NA 8.62154312 10.72099979 6.32425617 NA NA 5.44687487 6.98477047 3.61799192 9.84731297 10.02156079 9.89704873 5.28892327 -0.62994734 7.64385619 NA 9.92895963 8.75592307 12.51224743 10.58832112 8.84636136 8.17419167 NA 2.82948427 12.91653307 8.82333125 10.65719579 7.67384118 10.88525282 9.96373651 9.14977988 10.41342970 4.90922107 -0.62994734 11.95854101 8.56727734 11.91103618 10.32316569 9.76237805 10.76880429 1.69198075 9.34775556 9.08172762 4.86191567 9.06267598 1.53997766 0.29376000 -0.09496700 1.11020000 0.92313000 0.92313000 0.95021000 -0.30731000 0.34895000 0.01854500 0.02012900 1.49360000 0.97650000 -0.33835000 -0.33408000 -0.33408000 0.22027000 0.07759700 0.60506000 0.24562000 0.04176400 -0.31632000 -0.31632000 -0.05870900 -0.00577770 0.29870000 0.29870000 -0.03529000 0.00057685 -0.01819400 0.04596700 0.21004000 0.04351500 0.04351500 -0.55425000 -0.34100000 -0.32698000 -0.32145000 -0.56990000 -0.30543000 -0.30543000 -0.30543000 -0.30543000 -0.33950000 -0.31924000 -0.30626000 -0.32540000 0.95021000 0.01854500 0.01854500 0.02611500 -0.33408000 0.25404000 0.33353000 0.33114000 -0.32934000 -0.33996000 -0.35639000 -0.02887800 -0.31632000 -0.31632000 0.34066000 0.29212000 -0.28629000 -0.02039000 -0.02039000 -0.00577770 -0.00744980 0.29870000 -0.08835300 -0.37900000 -0.02313300 0.02022500 0.03907700 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 0.425 0.425 -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 0.327 0.327 -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 0.425 0.425 -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 0.327 0.327 -0.114 0.220 0.000 0.000 NA 6.8579002 11.7096323 10.3562582 11.1828396 9.9764657 11.0756930 2.4575155 10.4867295 4.9092211 NA 6.2155505 7.2889242 11.0659413 10.0504201 14.5613126 3.7548020 11.2212240 8.3910403 8.3566562 5.9773898 11.0756930 NA 10.7610356 4.6919863 9.0812200 6.5399854 9.7639873 7.9304701 4.0979815 11.0838766 7.1514205 6.8130039 7.9625178 9.3430404 9.3052257 8.8478188 1.9550152 0.6919808 0.6919808 4.7099082 10.9898221 12.4697347 11.2039390 11.9667163 9.1766103 11.9164728 11.6472026 7.8088522 11.1772142 9.1926314 10.4815224 4.2889270 12.2964465 9.9470172 10.2982088 12.5298058 11.1367965 -0.6299473 10.4502119 10.18784369 12.62553183 10.76103556 -0.04498484 11.93789787 10.64763857 15.23063778 9.28743258 9.37638677 10.03539655 12.86847353 9.41261600 8.55493605 9.71768191 10.05699882 10.68888583 11.20749142 9.46347819 7.54248790 13.70167737 11.36034189 10.38791296 9.29487320 5.24042501 6.55493567 10.54498626 4.70990817 NA 8.93896675 9.84933566 11.57661713 11.68719050 10.88008298 10.72099979 11.66654669 9.27695116 6.68747367 0.37005266 9.39651488 6.84478107 9.58194886 8.70991058 3.53999006 9.92895963 11.60487801 8.17419167 11.71004972 10.00305573 9.79789720 9.09286811 7.42262827 9.95031910 2.27694325 NA 7.88969682 8.73481900 10.16528854 10.11279108 11.00169241 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 & neck squamous cell carcinoma 60 1968 0 white not hispanic or latino 3 3 1 1 2 3 2 2 3 3 0 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 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 4 0 0 7 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4.265368e-06 1.283078e-06 21.6049382716049 16.0493827160494 2.46913580246914 32.7160493827161 27.1604938271605 10.61080819 NA 10.54391631 -0.56746812 2.51991926 10.79959628 6.84184610 7.02864429 8.39535076 16.33465299 7.09423290 7.21053206 7.68984217 NA 9.41330826 8.70857904 4.60237967 4.73623685 5.27794385 8.72822359 2.23979517 1.23982571 1.89188575 8.07089053 11.41989620 4.45482075 10.51227262 10.47991937 10.43351085 NA 1.75437445 9.20243290 NA 13.63996464 9.72937076 9.08887938 11.90793467 8.48502262 4.29043915 12.40848159 0.01735184 NA 14.00864185 8.83012917 1.01742311 11.40094138 6.29583504 12.54757951 6.19400626 -1.56746812 NA 4.36319211 -0.56746812 16.19979201 16.92317482 12.07428054 10.98776269 13.23264668 NA NA 5.66127360 10.23497091 9.62227919 11.11983022 9.56366838 7.19732581 18.19440989 19.12753243 12.63587904 NA 0.43242498 1.23982571 11.92718517 NA 7.50926987 7.28732268 11.84030649 10.48570163 10.09823452 16.00899057 9.38955649 3.01742311 1.01742311 10.53344538 NA 10.31547962 12.16481493 8.79439832 12.91960371 12.64426683 NA 8.18399855 11.92380661 2.95601947 NA NA 7.51001801 5.06181075 6.99469738 9.12157884 10.92880903 11.02701247 1.75437445 NA 6.77675016 NA 10.84740396 9.22280311 12.60324028 12.13668242 10.35574487 11.03445743 NA 6.39823919 13.52016600 6.84608206 10.92455808 9.16631726 9.90707813 10.46391452 8.58220183 12.14712939 4.16037165 2.01742311 11.06862601 8.58600657 12.23325335 9.63089959 8.75776001 11.69175647 1.01742311 9.03377978 8.85030719 NA 11.26356381 2.60238561 -0.00290910 -0.00290910 -0.00290910 0.13746000 0.13746000 0.00000000 0.00000000 0.00497360 0.00497360 0.05437600 0.05437600 0.05437600 0.38551000 0.38551000 0.38551000 0.38551000 0.19421000 0.19421000 0.00349250 0.00349250 -0.00899060 -0.00899060 0.00000000 -0.00719580 0.01070300 0.01070300 0.14444000 0.02202400 -0.00604330 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 -0.00802440 0.13746000 0.13746000 0.13746000 0.00000000 0.00497360 0.00497360 -0.12840000 0.38551000 0.38551000 0.00027728 0.00027728 0.00027728 0.19421000 0.19421000 -0.00636680 -0.00156020 -0.00156020 -0.00373950 -0.00373950 0.00000000 -0.01354000 -0.01147300 -0.00719580 -0.00719580 0.01070300 -0.01794100 -0.01794100 -0.00512270 0.03779100 0.03779100 0.03779100 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 NA 6.5617370 10.5331169 11.6727987 11.6633756 10.6011266 10.6036314 NA 10.9248085 4.9081884 -0.5674681 1.2398257 7.2935415 9.8944455 10.1462707 14.2623507 3.9629006 11.1363581 8.9283096 8.9257897 8.0042070 10.6036314 NA 10.4285749 5.1189535 8.9707501 8.6308998 9.4965237 6.9926348 3.2398104 0.7543745 8.8566104 5.2006377 9.2113530 10.3716665 9.3173882 6.5668806 2.6023856 2.1329058 NA 8.561737 11.382646 12.186187 12.128553 12.154728 8.611119 10.831465 11.596890 10.135926 11.125724 7.895979 11.202499 3.612765 12.164815 9.162075 10.408661 12.508290 8.336337 2.602386 9.857671 11.281664 11.788631 11.292960 0.432425 11.729801 11.101561 15.428729 9.606132 8.897000 8.495850 11.499721 8.989564 7.824772 10.650715 8.336337 5.277944 11.221581 8.668469 9.282641 14.008642 11.400941 9.738516 10.987763 5.398237 8.470002 12.635879 NA NA 9.156968 9.075409 12.919604 12.644267 10.929059 11.923807 11.947908 10.377167 3.187340 NA 10.893266 8.479224 9.473429 7.794398 2.956019 10.847404 11.235778 11.034457 11.639469 10.331811 10.394266 9.821010 6.054506 10.357638 7.566881 2.132906 7.612364 9.714205 9.864474 9.827453 10.963105 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 & neck squamous cell carcinoma NA NA 1 NA hispanic or latino 4 1 1 1 2 3 2 3 2 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 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 1.421789e-06 6.242002e-07 37.2881355932203 30.5084745762712 5.08474576271187 11.864406779661 15.2542372881356 11.9024642 NA 9.9309157 4.6274434 7.0485817 9.6584389 6.5063528 6.1710667 8.5408410 15.8474948 8.4862683 7.0302036 8.4083595 -1.2553222 8.9296768 8.8256190 4.2042346 5.3146567 11.5581818 8.2164767 4.4172247 0.3297551 11.4415517 9.7671693 11.1687052 NA 10.6747995 10.0296256 10.3103795 NA 4.8533270 8.4307766 NA 12.1202482 10.5828235 8.7277949 12.0339558 9.8434915 7.6365855 12.8714253 1.3297551 NA 13.0629205 7.8296099 0.7447639 10.8276157 12.8150021 12.8231190 5.3447149 1.3297551 NA 5.6755393 1.0667436 14.9234449 15.3268320 12.1527277 10.5388111 13.5413481 NA NA 5.4727217 10.1403355 9.9333903 10.5067681 9.8054974 3.2042346 19.0342328 18.2509017 13.6711901 NA 2.2042346 NA 12.7140081 NA 7.9566898 7.5617851 10.8166995 9.8817926 10.1970427 16.6813416 8.9234663 1.7448069 3.6989963 10.9545594 -1.2553222 10.2286172 11.5744171 7.2486269 11.2039769 13.1726380 NA 8.1752541 11.0511480 5.4313020 NA -0.2551500 7.0028488 6.2839607 7.0162645 9.6128523 9.5585826 11.0639090 -1.2553222 -1.2553222 5.1023516 NA 11.1443464 8.9700089 12.9060121 11.7208285 9.9320978 10.9156653 NA 6.3070441 13.6765547 7.5553729 11.3579002 9.6651543 9.8180862 10.1925252 11.9387887 11.4515133 3.9147272 NA 8.6858491 7.6606805 12.5202059 9.4127999 8.5745243 12.0168480 2.4452500 8.4760357 8.6182456 -1.2553222 12.2738659 0.3297551 -0.0529360 -0.0529360 0.3637900 0.0989970 0.0377360 -0.0923450 -0.0923450 0.0572260 0.0572260 -0.2487300 0.3505500 0.3510400 0.1926900 0.1926900 0.1926900 0.1926900 -0.0200010 -0.0226880 0.0242260 -0.0344950 0.0214630 0.0214630 -0.0111980 0.0448570 -0.1723900 -0.1723900 0.0496820 0.0134300 -0.0347680 -0.0347680 -0.0347680 -0.0529360 -0.0529360 -0.0529360 0.1689500 0.1689500 -0.2562400 -0.1291400 -0.2514000 -0.2544600 0.1049700 0.1049700 -0.2383800 0.0377360 0.0377360 0.0377360 -0.0923450 0.0572260 0.0542330 -0.2487300 0.1926900 0.1926900 -0.0237030 -0.0237030 -0.0237030 -0.0200010 -0.0226880 -0.0344950 0.0214630 0.0214630 0.0975420 0.0975420 -0.0092666 0.0440070 0.0440070 -0.2512800 0.0448570 -0.1568200 0.0000000 0.0000000 0.0540910 0.0101100 0.0176840 0.0134300 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 0.344 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 0.344 0.193 0.193 0.000 0.000 NA 6.842833 10.471871 12.113853 11.809881 10.763349 10.435672 3.204235 11.933854 7.772707 -0.255150 3.204235 5.884354 8.806848 9.126344 14.286291 3.448571 11.374613 9.442638 8.920825 6.145682 10.435672 NA 10.703717 4.171063 8.574001 7.374158 10.151538 6.403798 5.417228 -0.255150 8.842833 2.992732 8.503025 11.685299 9.192918 6.539218 1.914718 2.552156 NA 7.922221 11.813076 11.968800 12.074318 11.250117 11.464190 11.118482 11.569164 8.254577 10.947537 6.417226 10.064474 4.826737 11.574417 8.922221 9.866335 13.155951 7.248627 -0.255150 9.347500 11.3716512 11.5206175 10.6505645 -0.2551500 11.1634447 9.9718157 14.5892125 9.0371230 8.0417177 8.3127577 12.7566402 8.3740853 8.1499427 10.4718710 7.7699410 11.5581818 10.6113077 8.3409912 7.8970861 13.0629205 10.8276157 10.4594763 10.5388111 5.2366533 7.3409912 13.6711901 -0.2551500 -1.2553222 8.7864604 9.6865826 11.2039769 13.1726380 11.3248244 11.0511480 11.6272534 9.7334862 2.2042346 3.9147272 9.3909911 8.8492168 10.4896353 5.3741596 5.2366533 11.1443464 11.6447247 10.9156653 11.9842508 10.5363714 9.9609410 10.2083258 7.0068960 9.9475374 0.7447639 NA 9.4871109 9.0132264 9.9333903 9.8945486 9.6350656 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 NA NA 2 3 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 4.369401e-06 2.219378e-06 22.1052631578947 54.2105263157895 2.10526315789474 16.3157894736842 5.26315789473684 8.7312501 -1.3022262 10.4418201 0.6978628 1.6978183 10.2154966 5.3416834 5.4392940 8.3613854 15.9785527 7.6256051 7.8373788 7.6921810 -1.3022262 8.7298729 9.0432324 4.7371838 2.1572701 8.9036204 7.4560504 3.7852890 -1.3022262 7.2752557 3.2827956 11.4420303 2.5051796 10.5743441 10.2140196 9.8907364 NA 1.0197731 8.4975944 NA 13.9371274 9.8938145 9.2243264 10.8325744 9.8993385 5.7531098 12.5654921 -0.3022262 -1.3022262 13.0963037 8.3398789 NA 11.3504481 9.1987387 12.1958038 8.8827027 NA NA 5.1072192 2.3982683 14.9790147 15.7426940 12.2916746 10.9892857 13.1930577 1.5051796 NA 3.9832308 11.2641191 9.6337289 11.2036388 10.0287441 3.3982683 18.5962426 19.1990191 11.6538403 NA 2.1572701 NA 11.2379553 NA 7.3524628 7.8348180 11.7204482 10.5476232 10.0955019 15.2788806 9.6686521 4.7201964 1.0197731 11.0163700 0.2827363 9.5164094 12.2617384 8.2466489 10.8962722 11.9845293 -0.3022262 8.5401776 11.4548004 2.1572701 -1.3022262 0.2827363 6.1160174 4.8475761 6.7476761 9.7125451 9.4376079 10.5724244 0.2827363 -1.3022262 3.3982683 -2.2736919 10.6502045 9.1552081 12.4472777 11.3452856 9.3736784 11.2972752 NA 6.5433180 12.7509895 7.8373788 11.4689040 7.9242395 9.3286585 10.1334975 10.1293248 10.6999389 4.6978294 NA 10.0777470 8.0793701 11.7649254 9.1856671 8.3999999 12.3231936 1.0197731 9.0337311 8.9072807 NA 11.8819277 0.2827363 0.0000000 0.0205020 0.3864400 0.8271800 0.8271800 0.0084208 0.0084208 -0.0019931 -0.0019931 -0.4379000 0.4040400 0.8072600 -0.0101470 -0.0101470 -0.0101470 0.0395650 -0.0065474 0.7987100 0.0027211 0.0027211 -0.0391740 -0.0246430 0.0177700 0.0125240 0.7869000 0.8263900 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 -0.4310900 -0.0024086 -0.0024086 -0.4264100 -0.0091817 -0.0091817 -0.0091817 0.0084208 -0.0019931 -0.0019931 -0.4391200 -0.0101470 -0.0101470 0.0045266 0.0045266 0.0045266 -0.0065474 0.5567200 0.0027211 -0.0391740 -0.0391740 0.0100920 0.0100920 0.0177700 0.0190290 0.0190290 0.0125240 0.0125240 -0.4258600 0.0082816 0.4149000 -0.4244400 0.8401400 -0.0215620 -0.0215620 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 NA 7.0641499 10.6935944 12.3845466 11.8275932 10.9275473 10.8993386 -1.3022262 11.5322983 4.3416869 -0.3022262 3.2213822 5.7746421 9.8608478 9.9558042 13.6542487 4.9293365 11.1528975 8.1490383 9.1869628 6.4325369 10.8993386 1.6978183 11.3952292 4.3982683 8.7128798 10.2719476 9.5132104 6.9278953 2.6978183 1.0197731 8.2036387 3.9457575 9.4701417 10.8589591 9.7503953 6.3051570 2.6978183 4.7852890 NA 6.498726 11.537818 12.648470 11.211801 11.438030 9.159307 12.319078 11.876803 8.412073 10.989286 6.472614 10.608845 5.419475 12.261738 9.099773 10.353358 13.717653 7.209580 5.236986 9.214512 10.4845052 11.9797572 11.9907240 NA 11.4635277 10.2968101 15.4189783 9.7739747 9.4808253 8.9084986 12.4438166 9.2023384 7.9855397 10.1334975 9.1582830 8.9036204 11.6079077 8.8764921 8.2369862 13.0963037 11.3504481 10.2728937 10.9892857 5.2056232 7.1449101 11.6538403 0.2827363 NA 9.2667334 8.6241232 10.8962722 11.9845293 11.2468898 11.4548004 12.0985733 10.6432711 4.3416869 NA 9.8932240 7.9552151 9.2340745 6.8373782 4.3125345 10.6502045 11.5916975 11.2972752 11.9488657 10.6538403 10.8020984 9.8589591 6.8827030 10.7796434 3.2213822 -1.3022262 1.8677384 8.9310273 10.2248154 9.3506723 10.2031425 7.7118480 9.8102667 5.2369862 TCGA-BA-5559 71 1 2083 NA head and neck NA tx nx NA male 2006 NA no head & neck squamous cell carcinoma NA NA 4 white not hispanic or latino 4 5 2 2 4 1 3 1 3 3 0 0 0 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 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 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 6 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 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 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.808901e-06 8.669447e-07 28.3018867924528 24.5283018867925 2.83018867924528 28.3018867924528 16.0377358490566 11.4592712 -0.8224011 10.2512929 2.8779209 3.9588427 11.5298054 3.7921994 8.9415283 8.5061608 16.2100823 7.8865697 7.9020000 7.8122973 2.8213429 9.3567730 9.5056000 5.2435739 5.3573937 11.2235868 8.7349497 3.3474105 1.8779405 10.9256789 10.5267672 12.2926110 -0.8224011 10.2784768 10.5366865 10.7397285 0.9848445 4.3067726 9.5047298 -0.8224011 13.6028331 10.5565936 9.6807055 11.8485848 9.7591573 7.6753382 9.5756952 4.5698009 NA 13.3409785 8.9382061 2.7010389 12.5857494 4.5946620 11.5958657 6.5868773 -1.8226562 -0.8224011 4.1547695 2.7624551 15.5160479 15.7428093 12.6658911 9.8766247 14.0501849 -1.8226562 0.1774714 5.8213429 10.5237227 10.4017893 12.0172803 10.3632907 2.9530603 13.8367573 17.6898754 12.8850069 -1.8226562 2.5698070 2.4994250 11.8418222 NA 11.0654682 6.1316821 12.4831118 11.2939924 9.6199113 15.2030906 9.7544426 4.0843790 4.3474105 10.3281853 -0.2375236 10.3567732 12.3364112 11.1718394 13.9911921 12.2950480 1.1774714 8.9181101 11.9072129 9.9617119 -0.8224011 -1.8226562 7.8222254 7.2053915 8.6079387 9.4640437 10.6705909 10.0555369 4.9719022 0.4993739 8.7214844 -1.8226562 10.5549677 8.5984988 12.5260759 12.3267568 9.5418451 11.2069458 NA 5.0229758 13.1095623 8.7586866 10.7113024 8.9662043 11.0938208 9.9276989 6.6491613 10.9974655 5.3573937 2.2649567 11.8488059 9.0586001 12.5975778 10.5614603 8.5751607 11.5293915 3.6037510 9.0041061 9.3598804 -0.8224011 10.0428327 3.0354656 -0.0964400 -0.0964400 0.7126400 0.5523000 0.5523000 -0.2194800 -0.2194800 -0.2088300 -0.2088300 0.5752300 0.5752300 0.4637200 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 0.3262400 0.9057300 0.0223040 0.0377820 0.0152960 0.0101620 -0.0964400 -0.0964400 -0.1977500 -0.1680200 -0.1680200 -0.2018700 -0.2180000 0.0339720 0.0339720 0.0339720 0.0339720 0.0339720 0.5523000 0.0000000 0.0000000 -0.2194800 -0.2088300 -0.2088300 0.5752300 0.4728900 0.4609500 -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 0.0090312 0.3226100 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 0.326 0.326 0.342 0.342 0.000 0.000 0.162 0.000 -0.164 0.000 -0.160 -0.160 0.527 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 0.326 0.326 0.342 0.342 0.000 0.000 0.162 0.000 -0.164 0.000 -0.160 -0.160 0.527 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 4.8917302 7.0783526 10.3863300 11.3892222 11.0753315 10.2249508 9.9252595 11.4883828 10.2492836 7.5151077 1.3474389 4.8639880 8.3648381 11.3411357 10.6489072 13.8082935 3.4250295 10.8613579 8.3373574 8.9127627 9.0024449 9.9252595 -1.8226562 10.5555099 7.6613021 8.4379938 8.6183550 9.2019193 8.8631809 7.3918055 0.9848445 7.8691249 6.4206592 8.4960289 10.8226941 9.1901106 7.1200004 4.0103770 6.7624113 NA 8.187314 9.015114 11.293011 12.138302 11.950831 9.425414 11.012747 11.247942 10.135314 11.767488 11.672966 11.734950 5.306047 12.336411 11.104523 10.997266 12.764499 11.147232 3.877921 11.120367 10.6703407 11.5537471 12.9350844 3.3474105 12.2913096 10.4597057 14.3992604 8.8779258 10.0620382 9.7122752 12.9335732 9.8335802 8.4242268 10.4628882 8.9952691 11.2235868 11.1635058 9.8718440 10.4495326 13.3409785 12.5857494 9.8587244 9.8766247 5.1199994 9.2847031 12.8850069 4.4628899 0.7624764 9.5508949 9.8432661 13.9911921 12.2950480 11.1436309 11.9072129 11.8038795 8.6803177 0.9848445 4.6532206 9.3327977 9.6901426 13.2791335 10.5300813 4.7773987 10.5549677 11.7165236 11.2069458 11.6971223 10.3243729 9.7534979 11.0259134 6.9555627 10.7052074 3.6369146 1.6369146 7.6348669 10.6316851 10.2692520 9.8582850 12.0834370 7.8050196 9.9763628 6.4812666 TCGA-BA-6868 53 1 472 NA head and neck NA tx nx NA male 2011 NA yes head & neck squamous cell carcinoma 60 1971 NA black or african american not hispanic or latino 1 4 NA NA 1 3 2 3 3 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 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 4 0 0 0 0 4.369401e-06 1.5605e-06 13.0681818181818 26.7045454545455 1.13636363636364 28.4090909090909 30.6818181818182 10.6756885 -0.7372061 10.2079321 -1.7369656 1.5847701 11.0440089 4.7864186 5.1332183 9.2677766 15.9014173 6.8402832 7.8940313 9.0830330 NA 9.3772472 7.9493546 4.7385895 2.0702176 1.7222911 9.2192302 0.5847701 -0.1521634 4.2170523 9.1794799 10.8715709 -0.7372061 11.0194104 9.9637273 10.0806371 1.6274201 1.7222911 9.2377489 5.9975634 14.6316163 9.3356565 8.9762405 10.7289306 5.5107816 4.4327791 12.8437603 6.2628541 NA 14.2578925 8.7646912 NA 10.2293595 5.8869549 12.4053601 9.1958070 2.0702176 0.8478366 4.4327791 1.9632892 14.9414537 16.2069948 12.2892046 10.7971570 12.6705865 NA NA 2.1697326 11.4580725 8.8701844 10.2603864 9.6215052 -0.7372061 18.1105354 17.7133384 13.1321587 7.2053691 -1.7369656 -0.7372061 11.7277826 NA 5.7626996 5.7785529 10.5877181 10.4889652 9.9684865 16.5913493 8.7426345 7.6849190 5.7304606 11.3154221 NA 10.3690899 11.4850452 9.6088137 11.4279181 11.5220089 -1.7369656 8.2415647 10.8546101 9.1704960 0.5847701 -0.1521634 5.5202431 5.9563401 2.5847942 8.8039506 9.0653704 10.5686309 1.0701832 NA 6.0766361 0.8478366 10.4588414 9.1569138 12.8771613 11.0003127 8.7587392 10.6927838 -1.7369656 3.7222911 13.0392357 8.1861816 11.8154031 10.5525849 8.4168115 10.2202464 9.8520371 11.8431127 -1.7369656 0.8478366 10.8501628 7.4747427 11.7344023 9.6519475 9.2472725 11.8298595 0.8478366 9.8935535 9.6653333 NA 8.1817173 -0.7372061 -0.0387140 -0.0523960 0.3642100 0.8026700 0.8026700 2.3328000 0.0356650 -0.1160500 0.9123800 2.6021000 0.7690700 1.4231000 -0.7590900 -0.7552100 -0.7521900 0.0101460 0.4317400 3.6569000 0.0742650 -0.3220500 0.0037465 0.0025209 0.0583670 -0.3415900 -0.7645000 0.0636520 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 -0.7815900 0.0190830 0.0190830 0.0301690 -0.7552100 -0.7498500 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 -0.3415900 -0.3372200 -1.2047000 -0.3282000 0.0213230 -0.7530700 -0.1165200 -0.0907580 -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 -0.354 -0.354 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 -0.354 -0.354 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 NA 4.9771013 10.9440925 11.6889878 11.2195932 10.8604411 10.7935042 2.2628541 11.5652074 8.3275967 0.5847701 3.3921388 6.5528735 9.9388111 10.3000578 13.5255362 1.4597988 11.3269232 8.5859090 8.6947173 4.8478166 10.7935042 3.1697487 10.8452313 3.2170446 8.5457341 4.8174442 10.1000838 7.8423585 6.7864160 4.8775627 7.1144160 5.4227241 8.9805306 8.2126807 9.5066232 7.5225972 2.4327724 3.5482517 4.7547058 3.9632984 11.7877630 12.5018491 11.1954380 10.9436531 11.0554411 11.5335874 12.9424991 6.4868559 10.5881596 9.3161012 9.5308111 5.2482388 11.4850452 8.8849059 10.9372671 12.6978282 7.3017733 0.2629142 11.4202010 11.9992560 12.0559493 10.2758277 -0.7372061 10.7212607 11.3115112 14.4130756 9.9449709 9.3824438 9.8734177 12.1589026 9.1254760 8.1531183 9.8595005 9.5325652 1.7222911 10.9010637 7.6658660 6.6679957 14.2578925 10.2293595 10.1576718 10.7971570 4.4723058 6.2053691 13.1321587 -0.1521634 -0.7372061 8.5926503 11.4332486 11.4279181 11.5220089 11.3798478 10.8546101 11.0724212 9.1704960 5.0043216 7.5060282 9.2869410 7.8136010 10.7319871 4.7222857 7.0442138 10.4588414 11.2765257 10.6927838 11.5221560 10.2508286 9.9388111 9.5290549 8.2879935 10.4560714 0.2629142 4.8618760 6.7345294 8.4442053 9.7212607 9.7052794 10.1656060 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 & neck squamous cell carcinoma 46 1965 0 white not hispanic or latino 2 2 3 3 3 2 2 3 2 3 0 0 0 0 0 5 0 0 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 4 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 4 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 4 7 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 7 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 5 4 0 0 0 0 0 4 0 0 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 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 1.321224e-05 4.473434e-06 7.2936660268714 18.042226487524 13.2437619961612 38.0038387715931 23.4165067178503 6.8070174 NA 10.6489324 -0.2910624 1.0309010 9.8701178 9.8057010 4.6158753 8.4571789 15.0628736 7.0970029 8.6704357 6.3814114 -0.2910624 8.7951221 8.5855027 5.5342640 1.8789215 9.5267690 8.6862659 -0.2910624 NA 3.0309187 2.1684174 10.0482792 -1.2908859 10.7170643 10.0320406 10.3778709 0.2939590 0.7090259 8.5817376 NA 13.0323926 7.9473909 9.9178299 10.8020733 7.0532819 3.7089818 12.5017762 2.2939590 0.7090259 12.1179790 8.4352039 NA 12.3320672 10.8525190 12.0664004 8.0354155 NA NA 4.1684174 -0.2910624 15.2262859 15.6051887 12.6217817 10.9341934 12.2293590 NA 5.2788397 2.6158871 10.7240524 8.8175104 11.0637862 9.9740149 0.9416322 16.5424814 17.7513239 9.6060750 -0.2910624 -1.2908859 0.7090259 11.6175662 NA 6.0753080 4.4903455 10.3479421 10.4245189 10.6765724 14.9545015 9.0116248 4.9943896 2.1684174 11.1740421 2.6158871 9.9628334 13.4788227 8.9827814 10.7679923 10.9940991 -1.2908859 8.6098528 10.3232356 8.0753080 -1.2908859 -0.2910624 6.6757510 3.8382660 6.3814114 9.0387821 9.1601969 11.0480008 4.4903455 NA 7.1055911 NA 9.3310376 8.3107568 13.0368894 11.3394805 9.4857973 10.3305799 4.7533799 1.8789215 12.8391542 8.6352821 10.1565857 6.3383424 10.7077103 9.6247010 8.0554994 8.3760976 2.4094181 1.0309010 11.0566072 7.3419813 10.8539628 9.8530068 9.2702738 11.5436545 3.6158753 9.2404551 8.4197925 NA 11.6744095 0.2939590 0.01447000 0.01955800 1.05020000 1.05100000 1.04830000 0.00000000 0.00861350 0.00180300 0.00180300 -0.00138580 -0.00138580 0.00777830 -0.58980000 -0.58980000 -0.00097017 -0.00097017 0.00868460 0.01293400 0.03538300 0.03538300 -0.57407000 -0.62417000 -0.00526100 -0.01601700 2.75880000 -0.00180140 -0.01629200 -0.01725400 0.00319100 0.00319100 0.06479700 0.01447000 0.01447000 0.01955800 -0.61416000 -0.59234000 -0.59234000 -0.59234000 -0.09485600 -0.06915100 0.01349200 0.01586600 0.00491290 -0.00512270 -0.00512270 -0.04115900 1.07060000 0.00180300 -0.01354000 -0.03176800 -0.58980000 -0.00097017 -0.66402000 1.43400000 -0.59653000 0.02183500 -0.00387790 0.01897800 -0.61470000 -0.57407000 -0.16510000 -0.23208000 -0.59127000 -0.04387300 -0.05695800 -0.01601700 -0.01601700 -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 NA 7.4024732 11.3654108 12.9545386 11.2539503 10.7571321 11.0530043 1.7089818 10.8969565 4.1684174 -0.2910624 5.0488378 5.8587320 11.0351344 10.2602135 15.7802178 3.6072001 11.6089092 9.6566228 9.0373690 6.2088313 11.0530043 -0.2910624 9.9257317 5.0127653 9.6274020 5.5544753 9.9281544 7.2160270 3.7089818 11.7676541 6.4094249 7.3273712 8.1540009 8.0127664 9.5395010 7.7313537 3.5669612 7.6308270 1.030901 5.323694 10.897884 10.209813 11.590482 12.393735 8.761554 11.376541 11.084568 7.021868 10.142050 5.686265 11.107195 5.159702 13.478823 8.363622 10.184213 13.463909 10.975187 3.409432 9.904358 10.191290 12.169954 11.906356 1.030901 11.414834 10.871692 15.220197 8.088364 9.794458 8.513117 13.126047 7.862715 9.517950 10.774065 9.879537 9.526769 10.109865 8.992074 8.062133 12.117979 12.332067 9.771707 10.934193 5.827928 6.021868 9.606075 4.975772 0.293959 8.784465 9.931177 10.767992 10.994099 10.691623 10.323236 11.379200 8.724401 NA NA 9.614508 8.692820 8.666088 9.117316 3.352843 9.331038 10.861588 10.330580 12.473754 11.035415 10.833430 8.655892 7.496888 10.547402 1.030901 -1.290886 10.274564 9.413599 9.854281 8.900045 10.650767 6.560735 9.177610 6.878910 TCGA-BA-6870 60 1 451 NA head and neck NA tx nx NA female 2010 NA yes head & neck squamous cell carcinoma 40 1970 NA black or african american not hispanic or latino 1 4 2 1 2 3 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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 2.635512e-06 1.179045e-06 10.9090909090909 28.1818181818182 3.63636363636364 22.7272727272727 34.5454545454545 8.9592239 NA 11.0458360 1.2032012 3.2621174 10.6843504 5.4511518 6.3393601 7.8542756 16.7142453 6.2621174 7.9059736 7.6571805 -1.3815734 9.5739111 9.2013440 4.9401902 6.8325799 4.9581095 7.8756492 1.2032012 0.6182387 3.0776874 7.1690080 11.0702449 2.0776874 10.1275413 10.4882405 10.3588852 -1.3815734 2.7881845 8.9269755 4.3187001 14.1134916 10.1999325 10.0715318 10.7913137 7.0653440 5.0939953 12.5291849 1.4256204 0.2032638 12.9795196 9.2530722 3.5251543 12.3009266 6.0305347 12.2531857 8.1554796 0.6182387 NA 4.3461839 0.9402043 16.4042180 16.4961752 12.4509663 10.9788340 11.5865680 NA NA 4.2906898 12.1971056 9.6564944 11.4810922 9.6062357 -1.3815734 18.4565865 19.3764828 11.1821724 NA 0.9402043 2.4256204 11.4521395 NA 8.1141161 5.3047629 10.7435229 10.1369144 10.1442713 15.2934326 8.2311295 6.0105785 3.0776874 11.5234601 NA 10.0223383 12.5956976 7.6069455 11.5251518 10.4179475 -1.3815734 8.7280919 10.4789602 6.7578127 NA 0.2032638 6.4512771 4.7680096 5.4384392 8.6990786 9.7969261 10.6409758 1.2032012 NA 6.7730798 0.9402043 10.6182611 8.8277146 13.5258091 11.5715483 9.4441900 11.6026797 2.4256204 5.6182622 13.1903692 7.8350069 11.6368091 9.8709266 8.9867676 9.3512765 11.5583912 11.2204961 3.4762391 NA 10.8127102 9.1319889 11.2125858 8.8661887 9.6503068 12.0569231 1.6182387 8.7781327 8.6489284 -0.3817613 10.8482816 2.6182622 0.090575 0.085845 0.334150 0.846520 -0.125420 -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 0.501510 0.000000 -0.124530 -0.124530 0.374630 0.090575 0.090575 0.079591 -0.399860 -0.379990 -0.929710 -0.382910 -0.138710 -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 0.043169 0.123730 0.123730 -0.109980 -0.142450 -0.667070 -0.044280 -0.361280 -0.118740 0.000000 0.000000 0.000000 -0.109 0.102 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 -0.130 -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 -0.016 0.362 0.000 0.000 -0.109 0.102 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 -0.130 -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 -0.016 0.362 0.000 0.000 -1.3815734 6.9581107 11.2744625 13.0763473 12.0493670 10.9068389 11.0086989 1.6182387 11.6922353 5.2032247 2.0776874 0.9402043 7.3963385 10.5296532 10.4134892 14.0890789 3.4822029 11.4789602 7.5430736 9.0295285 7.5009040 11.0086989 NA 10.3538172 6.2403124 8.4531587 6.1728495 9.8167063 6.1818003 3.0105829 6.3930489 6.3996206 7.0939943 9.7686432 8.6721870 9.6055253 8.0403259 1.6182387 -0.3817613 -1.3815734 4.6406267 11.5958989 10.8343946 10.5829630 11.0720462 8.9491780 11.4487764 12.2845962 7.2329706 10.3256203 6.3393601 11.1398616 5.5229848 12.5956976 8.9311441 9.6447846 13.7612366 9.0632762 0.6182387 11.5622411 10.22327761 11.86173272 11.27535631 1.42562043 11.09778887 11.03716791 15.31711260 9.87505955 7.44480950 8.86381397 12.41713795 9.26093576 7.18811702 10.35339409 9.65512156 4.95810954 9.61119950 8.76291948 11.04531211 12.97951962 12.30092664 9.82893252 10.97883399 6.08586651 9.44083201 11.18217241 0.94020434 -0.38176134 9.91403017 9.32389355 11.52515177 10.41794753 10.87417496 10.47896018 11.13765170 7.34618128 NA 0.94020434 9.25426948 7.98609062 9.16900800 10.71958031 5.95811186 10.61826114 10.25034757 11.60267966 12.54353745 10.41023795 9.36309506 9.05288943 8.22188771 10.89583918 5.80808639 -0.01990156 5.66265556 9.01445935 9.44639768 8.64478463 10.34320126 7.93793343 9.88387630 3.70572361 TCGA-BA-6871 75 1 108 NA head and neck NA tx nx NA male 2011 NA no head & neck squamous cell carcinoma 180 1950 NA white NA 2 5 3 2 1 4 3 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 4.265368e-06 1.179045e-06 16.7701863354037 39.1304347826087 2.48447204968944 25.4658385093168 16.1490683229814 11.1499676 -1.6371094 11.9516829 3.0635202 4.7724769 10.1562823 3.7554004 6.3114523 8.2654603 16.1089960 7.4237815 8.5064687 7.2609308 NA 8.0738920 8.8408437 5.8216158 1.6849982 5.1045505 10.4820265 2.8225262 -1.6371094 11.6357152 10.0430053 11.4296792 -1.6371094 10.2567662 10.7583517 10.2852982 1.3630589 5.0635245 8.7057157 -0.6368850 11.7595564 9.9754932 12.2285819 10.5831614 8.0390424 7.1509881 10.3331914 7.0910058 0.9480775 11.7905292 8.4074794 0.6849982 9.8148117 3.2210728 11.2964072 7.1704399 NA 0.3631150 3.9777928 2.7554004 15.2617193 15.8070060 12.9162191 9.7001498 12.2302676 0.3631150 1.5330151 5.2334510 9.8738496 9.5051925 11.9049080 9.6799325 1.6849982 15.6956378 16.8224250 12.5394923 6.1896348 3.8549432 0.3631150 11.1945906 -1.6371094 10.0760422 5.7809373 11.0702828 10.4402350 9.9718023 14.4728753 10.2346057 5.1444462 7.7575480 10.5624510 0.6849982 9.9685650 11.2028738 11.5145777 11.5491997 10.9754932 -1.6371094 9.2326792 11.0563546 10.6579933 -1.6371094 NA 7.1543138 9.1238053 7.4794294 10.1623670 9.5398819 10.6642958 7.2789651 NA 9.6145678 -1.6371094 11.2699760 8.4676842 12.6561978 11.5289346 9.3639586 10.4288381 0.3631150 3.0635202 13.2062213 8.8669111 11.2504964 9.1386957 10.4881760 9.1832803 6.4558434 10.3774547 5.2085758 2.5330151 9.8993326 8.7337729 11.2537297 10.0973717 9.4703026 11.8008375 3.5330151 8.2896335 9.1254675 0.6849982 7.8629311 1.9480401 0.081296 -0.425270 3.322900 3.656900 -0.362150 -0.422540 -0.422540 0.071359 0.045708 0.565680 0.459730 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 -0.385600 -0.105650 -0.405840 -0.405840 1.760400 0.081296 -0.425270 -0.425270 -0.443720 -0.433220 -0.433220 -0.439570 -0.437890 -0.437890 0.040044 0.040044 0.054660 -0.362150 -0.204960 0.331730 0.077401 0.045708 -0.419150 0.627150 -1.292900 -0.417180 0.081033 0.081033 0.032398 -0.402520 -0.508260 0.517170 -0.419040 -0.419040 -0.388500 -0.405620 0.120620 0.122850 0.122850 -0.400860 -0.942760 -0.403960 -0.381450 0.073690 -0.386940 -0.098286 -0.098286 0.539420 0.000 0.000 -0.403 0.000 0.203 0.398 -0.419 -0.406 0.543 0.123 0.123 -0.401 -0.401 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 -0.224 -0.224 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 0.203 0.398 -0.419 -0.406 0.543 0.123 0.123 -0.401 -0.401 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 -0.224 -0.224 0.000 0.000 0.000 0.000 0.629 0.629 -0.417 -0.417 0.000 0.000 NA 7.01772152 11.42056956 11.69749840 11.29751346 11.27747054 11.21112143 -0.05199728 10.61486367 8.60863813 1.36305891 7.03904296 6.59190377 10.13457495 10.90563370 11.62091520 4.30559849 11.01682618 7.68951513 8.75072574 7.32018770 11.21112143 -1.63710936 10.60447280 7.84690132 8.30882182 7.68726579 8.54175023 7.70224542 4.73812469 3.45055144 6.56751046 6.60626010 8.97134036 10.59790282 9.97364887 8.58346380 3.45055144 4.40748192 7.060053 6.049585 9.946168 10.448555 9.215615 11.441570 11.446897 10.509336 11.463584 7.744629 12.134756 5.552909 11.180069 5.393862 11.202874 11.745574 10.382329 13.889002 11.304683 5.269976 10.559380 10.01054391 12.05831372 12.77565526 1.68499822 11.30339902 10.81145987 14.05763212 7.55043744 9.84337071 10.31982451 12.31900771 10.36916949 8.50135714 10.15057986 9.81995312 5.10455053 10.26772001 10.23499066 7.55043744 11.79052921 9.81481171 9.73268284 9.70014976 6.29382291 6.17043987 12.53949235 2.06353746 0.68499822 9.20857554 10.14198385 11.54919968 10.97549320 10.90345568 11.05635457 11.01525816 8.49879457 -0.05199728 NA 9.42994815 8.55148872 11.07001304 6.32887056 4.72063964 11.26997603 11.50503289 10.42883813 12.69190058 10.39960253 10.32055023 11.30045924 9.03285627 10.63920982 1.17043787 -1.63710936 6.26395270 10.79060516 9.52484707 8.47942945 11.54392699 8.35318918 10.58195130 5.90224486 TCGA-BA-6872 47 1 384 NA head and neck NA tx nx NA male 2004 NA yes head & neck squamous cell carcinoma 40 1974 6 white not hispanic or latino 1 6 4 3 1 3 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 0 0 0 0 5.062957e-06 1.2484e-06 16.7567567567568 32.4324324324324 3.24324324324324 21.6216216216216 25.9459459459459 9.4093387 NA 10.5869181 2.8818604 4.7887536 10.3178793 2.2968979 4.1042528 8.9280762 15.9414879 6.5915194 8.5869182 8.3109199 NA 8.8893564 8.0008028 4.0517897 3.4668229 8.5305191 8.4941160 3.8818604 NA 8.6322897 11.5759295 10.6461806 -0.7029847 10.2532755 10.2569012 9.5353040 NA 2.7563402 8.0285238 NA 13.3024361 10.0945608 9.0864330 10.5406683 6.9551105 5.8667547 11.7713657 1.8818604 -0.7029847 12.4520338 8.2741792 NA 12.4436271 2.3430382 11.6461805 7.5915201 NA NA 3.7563295 1.2968979 15.3780280 15.8566722 12.4093388 10.3330729 11.8598572 NA NA 3.3843676 11.8416223 7.6456275 11.4466464 9.7377685 -0.7029847 18.4197172 19.3997464 10.0085663 NA 1.2968979 0.8818995 11.3382162 NA 6.5730230 6.5448269 10.4213049 10.5209010 10.5489733 15.4676068 8.7887523 7.0316091 3.4668229 11.8839736 0.2968979 10.1478675 13.3155098 8.4415573 10.8972769 11.1166793 NA 8.4028079 10.7052291 6.2394133 NA NA 6.1919594 4.5063544 5.7726326 8.2997145 9.0733324 10.3144037 2.6188260 NA 6.9335242 -0.7029847 11.3767174 8.2481842 12.9444701 10.9330707 9.2233880 10.0239689 -0.7029847 5.5063512 13.2242143 7.7726326 11.3261865 8.8437939 9.1313703 8.7685744 8.3548911 10.9294402 2.6188260 NA 10.3248053 9.6445208 10.4848699 9.1408203 8.8648553 12.2408792 2.1042696 8.5281204 8.4106413 NA 9.9542177 1.6188494 0.1475600 2.2395000 0.3299500 0.3723200 3.6569000 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 -0.0017859 0.0000000 -0.0044438 0.3486000 0.3146600 -0.1010500 0.3135400 0.5704100 0.2125000 0.2125000 0.4102800 -0.0592690 -0.0425170 -0.0407520 -0.3899600 -0.3899600 -0.3910700 -0.3766200 0.3116100 0.3199800 0.0358060 0.0359470 -0.3399800 -0.3022800 -0.3029800 -0.1577100 -0.0094046 -0.2720000 0.0602220 -0.4009700 -0.3794300 -0.4281100 -0.1574500 -0.1574500 0.4121200 -0.3954900 -0.3682700 -0.0048461 -0.3987500 -0.0017859 0.5424200 0.5285300 0.0049969 -0.0306770 -0.0306770 0.4457900 0.3365800 -0.5437900 -0.0496950 -0.1044000 -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 -0.016 0.350 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 -0.016 0.350 NA 6.6544513 11.5471977 11.5622213 11.5831683 11.1408204 10.8022146 NA 11.7499127 8.1297894 -0.7029847 2.4668359 5.1795429 8.1202664 10.4203741 13.1723607 3.4708232 11.1034489 8.5613418 8.9288585 5.8046938 10.8022146 2.6188260 10.2060423 3.6188260 7.8266031 5.8204624 9.9042203 6.6981198 3.4668229 7.4466466 8.8629534 4.4668229 8.9353351 9.2741792 9.1886830 8.0782592 1.6188494 3.9973376 NA 5.820462 11.331698 13.249358 10.937596 11.367691 9.285584 12.720147 11.291253 6.955111 9.528120 7.451717 9.727352 5.189291 13.315510 8.589221 9.919866 13.184509 8.451718 2.466836 8.922608 9.9470535 12.9443577 11.0913152 -0.7029847 11.0042585 11.0888761 14.8189582 10.1985204 8.1010302 9.3399266 11.7560747 9.2903332 8.5112186 10.0282183 8.8874863 8.5305191 9.9657843 8.8302290 6.5160672 12.4520338 12.4436271 10.3130111 10.3330729 6.2968997 5.3192675 10.0085663 NA NA 8.7907548 8.9389509 10.8972769 11.1166793 11.4310047 10.7052291 10.6550010 8.3220390 2.7563402 NA 9.4405503 6.1423889 9.7450156 5.5063512 4.0517897 11.3767174 10.6806036 10.0239689 12.2529124 10.7444992 9.6255742 8.7563308 7.4567708 10.8418637 2.4668359 NA 4.2510980 8.5679420 9.3303222 9.4680762 11.1810698 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 & neck squamous cell carcinoma 1 2001 3 white hispanic or latino 1 6 4 1 4 1 4 1 3 1 0 0 0 0 0 0 7 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 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 7 0 7 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 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 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 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 1.907278e-06 6.935557e-07 36 20 1.33333333333333 24 18.6666666666667 10.8176607 -0.6488240 10.2891838 -0.6488240 1.9360254 10.6295239 -0.6488240 5.7086259 9.5384264 16.5940810 6.7940181 7.6998028 8.7898662 NA 8.7455372 9.2979807 4.9360348 3.9949327 8.7369370 9.3913641 0.9360631 NA 8.4569831 6.5209989 11.3661410 4.8746347 9.3052708 10.6416693 10.1648557 NA 1.9360254 9.1947601 NA 14.5786152 10.2004796 10.3858734 11.2447552 6.8979689 5.5008212 8.7981578 2.1584340 NA 11.6594135 8.5678204 0.9360631 12.2812574 5.0234993 11.7739277 5.2818132 -0.6488240 NA 4.7433911 1.9360254 16.1855698 15.5478106 12.1930358 10.8217333 13.3580141 NA NA 3.4385324 12.7915543 9.2043841 11.0436900 9.7991908 2.1250559 17.2214030 18.8410733 12.3351368 NA 1.6730136 1.3510629 12.8741463 NA 8.9228270 6.2818114 10.9688954 9.9275587 10.5556455 16.4147118 9.5172375 2.1584340 3.5989964 11.5717551 NA 10.0296746 11.0415090 7.5653938 10.1704553 11.5362596 NA 8.3081765 11.1151166 2.6730136 NA 0.3510629 6.3397592 4.5210005 8.4305592 10.0101784 10.9584047 11.1307938 1.3510629 NA 2.5210005 NA 10.9180798 8.5008216 12.0796327 10.6382096 10.1274005 10.6942602 -0.6488240 6.1965638 13.8068511 8.2090556 11.4735789 10.8161306 10.0343234 10.1925445 7.4648169 12.3630005 2.8105048 2.1584340 11.4651421 9.4595988 12.2258637 9.6548551 9.0181860 12.2886322 2.3510629 9.2655942 9.2564613 -0.6488240 10.0454323 1.3510629 -0.129090 -0.129090 0.212990 1.288400 -0.163830 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 0.104820 0.039478 0.108330 -0.074144 -0.074144 -0.129090 -0.129090 -0.129090 0.243420 0.243420 0.243420 0.243420 0.120640 0.120640 -0.107810 -0.107810 -0.144650 -0.139750 -0.134580 -0.171450 0.134650 -0.041159 -0.041159 -0.505770 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 -0.204730 -0.469840 -0.190740 0.122110 0.026373 0.026373 0.020938 -0.307 0.121 -0.024 -0.145 -0.176 -0.176 -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 -0.176 -0.176 -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 1.3510629 6.9876995 10.6667901 13.1950936 11.2306577 10.5930576 10.8135767 8.0375750 11.9277950 9.6410933 NA 0.3510629 7.1839648 10.7919436 10.7955718 12.2645249 2.6873519 11.4345537 7.2994416 8.8721842 6.2699383 10.8135767 NA 11.1535908 3.8105048 7.6636399 6.5702428 10.2736589 8.1908450 2.8105048 -0.6488240 7.3623016 3.2579610 8.5726616 10.0234997 9.9407256 7.3168589 1.9360254 0.3510629 NA 7.677504 11.879040 11.853901 9.697588 10.988605 7.221439 10.877085 12.779304 8.411770 11.285502 6.636477 9.962099 5.370998 11.041509 8.762585 10.816641 12.604498 8.533469 2.810505 9.245892 11.3496649 12.4716363 10.1357093 0.9360631 11.7901261 10.9620993 14.4027919 10.3927336 8.8125537 8.6864648 11.1564153 9.9882155 7.0857837 10.2691923 9.4517368 8.7369370 11.3208207 8.7689270 7.0234993 11.6594135 12.2812574 10.9247217 10.8217333 4.9360348 6.0653203 12.3351368 -0.6488240 NA 9.1076309 10.0419455 10.1704553 11.5362596 11.7132923 11.1151166 11.7736649 9.8667743 4.0515113 3.5210005 9.6940824 7.2152602 11.9094952 6.0375755 2.6730136 10.9180798 11.5596136 10.6942602 12.2701240 10.4880656 9.9584048 9.9528452 6.7604658 10.1142868 2.5210005 NA NA 8.7536604 10.1017814 10.4950953 11.4550179 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 & neck squamous cell carcinoma 46 1964 1 white not hispanic or latino 1 4 NA NA 1 2 5 2 1 3 0 0 0 0 0 0 0 0 0 5 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 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 6 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 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 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 6 0 0 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 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 0 0 2.739545e-06 9.70978e-07 17.4311926605505 21.1009174311927 2.75229357798165 30.2752293577982 28.4403669724771 8.666182453 NA 10.398710349 3.582254908 4.456727311 9.947853436 5.765481705 5.167221424 8.830187493 15.222222405 8.576613588 7.196969915 7.728616455 NA 8.052580005 9.640251625 2.697729346 3.389608110 10.809875905 8.767135342 4.126576457 -1.002599191 10.628019686 4.319227730 9.508061554 -0.002743728 10.489150623 9.514966873 10.038272100 NA 3.804652492 7.047527483 5.167221424 12.852360593 8.126580587 11.800015776 9.194514087 6.830188127 8.016887940 10.610165935 3.997301441 3.641152934 9.341593319 8.337147318 NA 11.848265626 4.206752610 10.390151541 8.505092210 NA NA 4.725217635 3.855282125 15.022846506 16.275517233 12.082935921 11.396308292 11.990235815 0.997328542 NA 2.319213275 9.776195964 7.697736990 11.410660956 8.630292611 NA 18.694835711 15.700782044 9.495149293 4.319227730 1.582266953 0.582266953 11.404830814 0.997328542 7.772084252 3.167229454 8.665827984 8.626654138 11.873046817 14.654029574 8.637542506 6.291918450 5.612007414 12.302646748 NA 10.868047457 11.738528508 7.669722709 10.942009547 10.030031990 NA 8.704656554 8.087409800 9.071439033 NA NA 5.598103133 4.951494546 4.697734905 7.735389491 8.325972337 12.771878668 3.319227730 -0.002743728 6.456728954 NA 11.068759875 7.111039661 13.031236619 10.169099724 7.833158280 8.929512301 NA 2.167229454 13.317392870 7.310180135 12.225364564 7.152115461 9.818274114 8.516324477 5.904187821 10.051223354 0.582266953 -1.002599191 7.718396563 8.354849700 10.576141914 9.807869113 8.793337016 12.114128764 4.126576457 8.367984727 7.182172842 4.282699259 8.939811907 NA -0.0030170 0.0078090 1.0651000 1.5309000 1.5309000 -0.0011774 -0.0011774 3.6569000 0.1404600 1.9700000 1.5399000 1.6857000 -0.3602000 -0.3602000 -0.3602000 -0.3602000 0.3677600 3.6569000 -0.0073035 -0.2791500 -0.3890400 -0.3890400 -0.3066000 0.2316800 0.0512770 -0.2831800 0.3327500 0.2274900 -0.3021300 -0.3242300 0.3327300 -0.0030170 -0.8981500 0.0078090 0.0829410 -0.3738900 -0.3738900 -0.3738900 0.2153300 0.2153300 -0.0365600 0.0740090 0.7934000 -0.3666600 -0.3692600 -0.3752500 -0.0011774 0.7693000 -0.7901600 -0.7998400 -0.3602000 -0.3602000 -0.7951200 -1.2228000 -0.0277780 -0.7178000 -1.2244000 -0.3431700 -0.3611100 -0.3611100 0.1649300 0.1649300 -0.3466900 0.0608250 0.0608250 0.2316800 0.3523800 -0.0378680 -0.3451300 0.1748600 -0.0131980 0.5111000 0.4233800 -0.4705400 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 0.377 0.377 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 -0.762 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 0.377 0.377 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 -0.762 0.735 -0.360 -0.360 0.227 0.227 0.9973285 6.8614840 9.8451378 12.4958974 11.0151498 10.4881483 11.0870790 9.0647317 12.7272368 7.8238461 1.5822670 5.5050906 4.9514945 10.4891506 9.9354069 13.7165258 6.1985393 12.2539485 8.0579933 8.4109253 5.8552796 11.0870790 0.5822670 10.7175417 5.1058205 8.0525800 5.4235614 9.3033591 5.4496637 3.8046525 5.3896150 4.9745752 6.3101801 6.8490460 8.3960413 10.9101868 7.7654817 2.5822670 6.5050922 0.9973285 2.4567273 10.0478264 11.4345268 9.0979599 11.1889736 10.2705103 11.9767227 10.8423954 6.0953295 9.6706065 8.7438118 10.3438112 2.9213982 11.7385285 9.4402409 8.7802957 13.4202282 10.3265332 1.3192133 10.0505445 11.107454519 11.865348346 10.562399566 -0.002743728 10.400309502 11.443863905 12.897032028 8.773730673 7.963081607 9.032096434 12.023302106 6.501123820 9.454678273 9.765481871 8.990235886 10.809875905 9.658184700 6.778656720 7.187122412 9.341593319 11.848265626 10.432446796 11.396308292 8.134288719 4.928033892 9.495149293 1.319213275 1.319213275 7.889081056 9.217675915 10.942009547 10.030031990 10.483629686 8.087409800 9.314710119 6.505092210 5.551885103 2.697729346 9.079166876 7.182172842 10.919510218 5.147046143 6.052578919 11.068759875 9.860709429 8.929512301 13.188742302 11.220997538 10.042374573 7.477077429 9.340483269 9.707242814 0.997328542 NA 5.711541711 9.429828922 8.955850098 9.179691923 9.566203629 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 & neck squamous cell carcinoma 40 NA NA white not hispanic or latino 1 2 NA NA 3 2 5 1 2 1 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 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 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 7 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 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 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 7 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.016967e-06 7.282335e-07 21.1009174311927 26.605504587156 9.1743119266055 22.0183486238532 21.1009174311927 8.19375696 3.60417810 10.94710724 -0.09619044 5.44289706 10.86156571 9.99451227 6.84625260 9.24803405 15.11564545 7.38755383 7.57616384 7.71109288 NA 9.22115086 9.61109730 4.88101849 3.65862281 7.86374026 9.55658307 1.22564512 1.90373245 8.78025497 3.76172142 11.56150319 5.33000258 10.33157479 10.85174030 10.98721746 0.90373245 4.60417810 8.76732043 NA 14.00476999 7.63844750 10.23880465 11.15965189 6.73028671 9.13015043 11.30648378 5.09356440 0.90373245 10.39057322 7.88387798 0.48872065 12.74008443 10.63815142 11.55770277 7.26129010 1.22564512 2.07364888 4.15166402 -1.09634467 15.38417937 15.25944161 12.15758562 9.77795109 12.01275257 1.22564512 NA 2.22567597 11.79457239 8.60417773 11.35494923 10.02850575 -0.09619044 16.98895124 18.50405217 10.26732534 6.53309452 0.90373245 4.99119983 12.04552597 3.60417810 8.18450892 6.00177072 10.93104632 9.69652839 10.67233605 14.99915578 9.59373621 7.10341056 4.33000617 11.11166758 0.90373245 9.81213077 13.34778242 7.95358653 10.96713322 11.42288294 NA 8.49806294 12.07381970 6.70463823 6.95902010 -0.09619044 6.67225277 5.73662923 6.66528901 9.39458895 10.70827252 10.08115771 6.20751808 -1.09634467 8.23689342 NA 10.56328819 8.24581270 12.41326576 11.34486677 9.94658086 11.78848103 3.22566054 3.54759789 12.93276649 8.82706573 11.48093093 8.67852514 9.56611285 9.83579778 7.07366280 10.41153281 4.03301767 2.60416623 11.97302009 8.60070573 11.05665675 9.89526005 8.30675028 11.37947157 1.71109839 9.04225308 8.65862566 -0.09619044 11.09726354 1.48872065 0.114040 0.167150 0.737770 0.735680 0.724950 0.000000 0.000000 -0.054420 -0.054420 -0.045114 -0.045114 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 0.466730 0.039761 -0.081206 -0.081206 0.133620 0.114040 0.167150 0.167150 -0.381230 -0.377860 -0.377860 -0.377860 -0.108020 -0.108020 -0.364760 -0.364760 -0.370300 0.214860 0.176180 0.176180 0.000000 -0.054420 -0.054420 -0.045114 -0.367260 -0.094592 -0.215350 0.096816 0.096816 -0.095516 -0.095516 -0.103030 0.212380 0.212380 0.229010 0.240930 -0.371100 0.192230 0.192230 0.111690 0.111690 -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 0.452 0.000 0.000 0.114 0.114 0.360 0.738 -0.108 -0.365 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 0.452 0.000 0.000 0.114 0.114 0.360 0.738 -0.108 -0.365 0.725 0.199 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 -0.367 0.000 0.000 1.488721 8.475491 10.577047 11.981055 10.800827 11.153740 10.813631 7.507364 10.471219 6.736628 -1.096345 4.926104 7.617984 10.448220 10.906202 12.883967 1.540672 11.109531 8.274426 9.088390 4.834474 10.813631 3.073666 10.671922 3.711098 9.558401 5.313130 10.433657 8.902723 6.053485 7.852106 6.525790 5.604178 8.259089 7.604178 9.539456 8.088613 2.073649 2.225676 3.991200 3.151664 11.171988 11.140939 11.259365 12.245257 8.198359 11.195772 10.624410 6.496195 10.966459 7.645205 10.249698 4.574180 13.347782 9.845519 10.445803 11.716369 11.105862 4.395591 9.989874 11.66050293 12.23507500 11.45111471 5.51844701 11.50202333 11.27251741 14.48799016 10.08861349 8.43511974 8.54398299 10.56596144 9.31821198 8.22341048 9.99847563 9.87671799 7.86374026 11.47169421 9.21662122 6.56194928 10.39057322 12.74008443 10.62483730 9.77795109 5.64520592 5.11319207 10.26732534 5.29605722 NA 9.85647938 8.97117249 10.96713322 11.42288294 11.14899370 12.07381970 11.52349962 9.46502616 -1.09634467 NA 9.56624626 7.84625260 9.77256069 6.68509777 2.71109839 10.56328819 11.67130191 11.78848103 12.42066927 11.17344928 11.44022822 8.87815271 7.96443387 9.64857204 4.71109288 -0.09619044 6.01226249 8.04730008 9.94197134 10.06423996 11.46215884 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 & neck squamous cell carcinoma NA NA 6 white not hispanic or latino 2 5 NA NA 3 4 3 3 2 3 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 4 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.758636e-06 1.031005e-06 12.6760563380282 29.5774647887324 6.33802816901408 23.2394366197183 28.169014084507 8.0356536 NA 10.9233037 NA 0.7502635 10.1622917 7.9694199 6.9301601 9.2290209 14.1536961 7.4402496 8.1617622 6.7102527 NA 8.3257907 10.2239570 5.6450704 4.5831399 12.0567403 9.9400758 -1.2498223 3.0721744 4.8795342 3.4506966 11.3816557 -1.2498223 10.5918156 10.9862655 10.3529502 1.0721744 1.0721744 8.8344350 NA 15.0095532 6.8535391 10.1033981 11.1545946 8.4576103 3.9981774 12.4251056 5.4917184 -1.2498223 11.3281521 8.4506908 3.2738142 11.5868934 9.2277262 11.7903697 4.5051414 NA NA 7.4576107 5.0721787 13.3851752 13.1332447 12.8005251 9.9031698 12.3470234 -1.2498223 -0.2498223 3.6082297 10.1154802 9.7044477 11.3108230 9.8942721 3.3941025 16.1677907 18.0243132 10.8933156 NA 0.7502635 0.3352546 12.1686310 0.7502635 7.2659507 2.4506966 9.8207680 10.2535802 10.4679277 14.9888799 9.7551740 3.2096873 5.4226770 11.0448720 0.3352546 9.5600194 13.5754809 8.7059012 10.7987381 10.9443925 -0.2498223 8.4120295 10.4120294 6.7217951 NA NA 5.8803574 5.5957423 6.5768003 9.6993484 9.7898557 10.2575504 0.3352546 -0.2498223 7.7131473 NA 8.3276802 7.8377143 12.6949634 10.6101742 9.3700860 11.1168467 NA 2.9981774 13.7252932 9.1869628 10.4904537 7.8587755 10.5205022 10.0301752 9.8210430 9.9778672 2.2096717 -1.2498223 11.8701651 8.1231162 11.5299706 10.1160269 9.0471675 11.9955068 3.1425768 9.8407542 8.6706042 -1.2498223 10.6097861 0.7502635 0.0000000 1.9743000 0.8705000 0.2862800 0.2862800 0.0143300 0.0143300 -0.2655000 0.0424490 0.3392300 0.3392300 0.5834500 0.0315770 0.0315770 0.0315770 0.0189500 -0.3164600 -0.0080244 0.4221700 0.0047640 0.0155870 -0.0190400 -0.5356100 0.0024969 0.5369600 0.5369600 -0.0099334 -0.0773450 0.0390540 0.0036187 0.0036187 0.0023581 0.0023581 -0.5598700 0.5440000 -0.0091286 -0.0091286 -0.0091286 -0.2965700 -0.2965700 -0.4708800 -0.4708800 -0.5570400 -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 0.0047640 -0.5581700 -0.5581700 0.0147490 0.0380650 -0.3709800 0.1789000 0.1789000 -0.0169790 -0.0016629 -0.0081624 0.0469840 -0.0393940 -0.5839200 -0.9326000 -0.0627640 -0.0823330 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 NA 7.710253 10.618688 11.327916 10.473912 10.443738 10.498863 1.072174 10.718198 4.072183 -1.249822 4.632896 7.297146 10.502214 11.341306 14.045446 3.310355 12.182271 9.170212 9.121026 7.488344 10.498863 -1.249822 10.845978 3.142577 9.614801 6.168104 10.255070 7.607144 4.998177 1.072174 6.744605 7.281632 7.450691 8.422677 10.609398 7.969420 1.557631 -1.249822 -1.249822 5.570430 10.503468 10.652611 11.604925 11.365421 8.892358 11.008817 10.043148 8.701536 10.981772 7.090101 10.925801 5.623326 13.575481 9.126377 10.426649 12.105319 10.687257 3.072174 10.608621 11.3527182 11.4010786 11.1361137 1.0721744 11.2540770 9.8109472 15.0888623 9.1607027 8.8717848 9.4576105 12.4970805 9.7129955 9.2168375 9.5568009 9.0088174 12.0567403 10.8955467 9.7008071 7.7698418 11.3281521 11.5868934 10.3276801 9.9031698 6.5768003 6.4297314 10.8933156 4.8795342 0.3352546 8.8999985 10.3959097 10.7987381 10.9443925 11.2573026 10.4120294 11.4039921 8.5608231 -1.2498223 -1.2498223 8.8888559 8.8011884 8.9922345 8.8416867 2.6571369 8.3276802 11.6546977 11.1168467 12.3467905 11.0105828 10.7843624 7.4332457 8.0676640 10.1807038 6.8639929 1.9201789 7.8821081 8.8586058 10.1393448 9.6105624 11.4013030 8.0631340 10.3773291 6.4155880 TCGA-BA-A4IH 57 0 NA 622 head and neck NA t2 n1 m0 male 2012 NA yes head & neck squamous cell carcinoma basaloid type 20 NA 2 white not hispanic or latino 2 5 NA NA 3 4 3 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.5605e-06 3.121001e-07 24.0740740740741 20.3703703703704 3.7037037037037 31.4814814814815 20.3703703703704 10.3327650 NA 10.6767320 3.2729041 3.4793470 10.7867800 7.3862419 8.3306839 8.4943020 16.3726783 7.3439505 7.8898732 9.0257315 NA 9.4497450 9.5913565 6.3926403 4.2448871 10.2440020 10.2519409 3.0318892 5.5611459 8.4163821 12.2699715 10.5600802 1.5724532 10.5244740 10.3340121 11.0357298 2.9702647 3.7423835 9.2932353 NA 11.2886373 8.7806953 9.6625733 11.1739996 10.1318379 5.0960214 11.8214261 8.5149755 2.3798150 11.5847362 8.8274894 0.8943715 10.8653576 6.1614000 10.8114626 7.3505379 1.3798427 6.3472475 3.5266573 0.1574318 15.1453803 15.9975771 12.7369656 9.9256077 12.4155968 NA 5.4913240 5.5497400 9.2659478 9.5646912 10.9620922 10.1981697 -1.4274013 15.7504546 16.0808979 10.8788074 6.1945126 2.4793599 0.5725017 11.5102025 -1.4274013 8.1018917 2.6599246 10.4440465 10.2149639 9.9829122 14.2116602 8.8796617 1.7423943 8.5752760 10.1265700 0.5725017 9.7266461 12.2404594 11.4247953 11.5798386 11.0805032 6.6914016 8.6304524 11.0517359 8.5252021 0.5725017 NA 5.3928944 8.9344047 8.0802553 9.7075288 9.1480001 10.3265132 7.4021832 0.1574318 8.2484181 -1.4274013 11.0752927 8.5105703 12.6104367 10.2013620 9.9026999 11.0372618 -0.4275954 8.9145355 13.4885736 9.0174757 11.4495532 9.0410850 11.2357277 9.9848243 8.2867065 10.1232077 3.3273425 4.6385489 11.1564838 9.5575912 11.4063392 11.0218675 9.1508336 11.6492765 3.3798150 9.8645927 8.7335926 NA 10.2203689 -0.4275954 0.0000000 -0.0038092 1.5479000 -0.0207560 -0.0652470 0.0091004 0.0091004 0.0246180 -0.7453800 0.1753000 0.1753000 0.1753000 0.0354530 0.0354530 0.0354530 0.0409620 -0.1029600 -0.8844500 0.5584100 -0.5217900 -0.8861200 -0.8861200 0.0372880 0.0603190 0.0303800 0.0303800 0.0531650 -0.1507400 0.0508890 0.0104930 0.0140110 0.0000000 -0.9297500 0.0247580 0.0135620 0.0135620 0.0135620 -0.0081628 -0.0033940 -0.0033940 -0.0033940 -0.0033940 0.0113300 -0.1005900 -0.1005900 -0.1005900 0.0091004 -0.7453800 -0.7453800 0.1753000 0.0354530 0.0354530 0.0375700 0.0375700 0.0268650 -0.1029600 -0.8731100 -0.5217900 -0.8791800 -0.8795900 -0.8687300 -1.2929000 0.0372880 -0.8894700 -0.8894700 -0.8706100 0.1034400 0.0303800 -0.0575870 0.0358760 -0.0984850 -0.1507400 -0.1507400 -0.1507400 0.000 0.000 -0.103 -0.873 0.523 -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 0.523 -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 -1.427401 8.753613 10.974940 11.723636 10.746450 10.163516 10.338576 1.742394 10.429275 6.088161 1.572453 5.142315 8.361995 11.438774 11.410089 13.381978 3.174758 11.874386 8.176087 8.848806 6.691402 10.338576 1.572453 10.124169 7.633157 8.820816 5.216315 9.304620 8.359629 6.237797 4.031889 7.488340 6.578086 7.464244 9.033940 10.232011 9.489833 1.894372 6.111077 6.327348 5.990313 9.485350 11.091350 12.249079 11.180947 10.222615 9.568934 11.959805 8.748634 10.976804 9.794652 10.859307 5.365965 12.240459 11.507626 10.946414 12.902376 11.732175 5.903378 10.221717 10.7867800 10.7452009 11.4627252 3.4304459 11.6405673 10.7641370 13.5939115 7.6439233 8.8773826 10.4021836 11.7434813 10.8641582 9.4665207 10.0107330 9.0911140 10.2440020 10.1375630 9.7946521 8.2624590 11.5847362 10.8653576 9.5808894 9.9256077 5.7523713 6.7423862 10.8788074 5.7017431 -0.4275954 9.1135575 11.0016060 11.5798386 11.0805032 11.6798414 11.0517359 11.2986790 8.1963425 6.5208277 4.7423835 8.9321117 10.1597742 11.5728130 6.9078509 7.1232078 11.0752927 10.8676558 11.0372618 12.7318592 10.5955221 10.2391287 9.7764205 7.7892069 10.0852013 1.7423943 4.2448871 8.6519457 10.0318259 10.1658520 9.2475357 12.1827937 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 & neck squamous cell carcinoma 25 NA 0 white not hispanic or latino 2 1 NA NA 2 3 2 3 2 3 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.016967e-06 1.075011e-06 21.1864406779661 22.8813559322034 5.93220338983051 22.0338983050847 27.9661016949153 8.7689045 NA 10.6409576 3.2946502 3.3587760 10.1194594 5.9541544 5.2275293 9.3240581 15.0195661 7.3626908 8.4314036 7.6681035 NA 9.4480822 9.4526811 5.1206174 3.2275255 3.7421032 8.5217143 1.6425630 0.4201859 9.1344217 7.0299707 11.1548858 0.8351965 10.7755273 10.5155732 11.1252326 1.1571731 3.0831453 9.3215460 1.4201859 14.0986663 9.1993484 9.5076391 11.1458265 8.1971577 5.6033979 12.3943518 1.6425630 -1.1648844 12.0351927 9.0434481 0.4201859 11.9337393 9.5249845 11.3452361 5.2614782 NA NA 5.0250377 2.1571407 14.8962456 15.4574711 12.2877124 9.2296764 12.5473108 NA -1.1648844 4.4499245 9.7193842 9.3230539 11.1295473 9.8429418 1.8351965 17.8172157 17.3222333 10.7205287 -0.1647227 1.6425630 -1.1648844 11.9391571 NA 7.7269974 7.1706041 10.2252000 10.5080810 10.6336855 15.0392116 10.4197065 6.7117303 2.8352167 11.2706235 0.4201859 10.1101742 12.7232644 10.0373376 11.1789547 12.1745070 NA 8.6280040 10.9183606 6.2102525 0.4201859 NA 6.8124931 6.7659511 5.2946465 10.0238026 8.5408460 9.6401515 0.4201859 2.6425630 7.6033979 NA 10.6955248 7.9900319 13.1928344 10.7032646 9.8982109 10.8693249 NA -0.1647227 13.0233389 7.7806579 11.0631305 7.3350598 9.4014867 9.4880586 9.4826720 9.5129334 3.0831453 2.8352167 10.4168851 7.8182070 11.7409768 8.2509554 9.3636678 11.2778981 2.4201859 9.9202479 9.1605191 NA 10.4618354 0.4201859 -0.0257560 0.6379200 1.9564000 0.6439600 -0.0809400 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 0.0721090 -0.0023553 0.0627940 0.0609360 0.0000000 -0.0257560 -0.0257560 0.0272160 -0.2702600 -0.2675700 -0.2711800 -0.2704500 -0.0033243 -0.0033243 -0.0033243 -0.0033243 0.0428740 -0.0809400 -0.0809400 -0.0809400 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 -0.2707700 -0.2646800 -0.2583000 0.0352420 0.0317180 0.0562280 -0.0097915 -0.0097915 -0.0097915 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 NA 8.099657 10.638134 12.326691 10.666125 10.672447 11.144690 -1.164884 10.819988 6.990031 NA 5.227529 6.576681 9.590936 10.650597 14.430355 3.424976 12.539658 10.264621 8.685619 6.668104 11.144690 2.535655 11.183389 4.044665 9.059288 6.777729 10.790500 7.859799 4.535655 NA 6.655137 5.192766 8.742104 10.240355 9.167250 6.556313 2.157141 2.535655 -0.1647227 5.0446651 11.2299443 13.8624226 11.1289727 11.1415603 8.7421043 10.7843109 10.6553927 7.4126427 10.4885067 5.6296306 10.8330988 4.7449845 12.7232644 8.0275063 10.1605191 12.7131947 11.8622558 NA 9.9522075 10.8295671 10.7941288 11.9105257 1.6425630 11.2235001 10.7570547 14.4484533 9.6924173 8.7163277 8.5901012 12.0027887 9.0152846 8.1817272 10.0434481 8.9811460 3.7421032 11.5522475 9.9153651 8.9080164 12.0351927 11.9337393 10.7231959 9.2296764 5.1571407 7.8295674 10.7205287 -0.1647227 -1.1648844 8.7101951 8.8755033 11.1789547 12.1745070 11.7022994 10.9183606 10.6058776 8.6585810 NA NA 8.6850880 7.3086758 8.6132907 8.1113381 2.7421140 10.6955248 11.6742206 10.8693249 13.0156668 10.8948962 9.9612729 9.0664350 6.7718513 10.6621594 1.4201859 NA 6.5146935 8.5331194 10.2080787 9.8103453 10.8067573 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 & neck squamous cell carcinoma 40 NA 7 black or african american NA 2 4 NA NA 1 2 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 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 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 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 5 0 0 0 0 0 0 0 0 6 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 2.842231e-06 5.015702e-07 22.2222222222222 16.6666666666667 7.93650793650794 30.952380952381 22.2222222222222 7.9618265 NA 9.7405895 0.4540706 7.5884583 10.0861180 1.7759776 4.3609191 8.3609221 13.9582299 6.6239561 9.3427749 8.9277374 NA 6.9697319 9.6972056 4.2089230 3.5414901 11.2678128 7.3120125 4.7759618 NA 8.3026545 7.1819523 8.4140336 0.4540706 9.9378474 9.7289920 9.5858887 2.6239605 1.7759776 7.1709536 NA 13.4372034 8.9297650 11.2629958 8.6707773 5.9931898 6.6828500 9.5599401 1.4540179 NA 8.8181664 7.3965466 NA 9.2370299 1.4540179 10.5865313 8.2288187 NA 1.0389980 4.2613879 1.0389980 15.1222790 14.4235621 12.4212579 12.4852159 11.8917837 NA NA 1.4540179 8.2451947 7.1819523 12.6140606 7.8463491 1.0389980 18.8854191 16.2688018 10.3412523 NA 0.4540706 1.4540179 10.6810458 0.4540706 7.9378475 1.4540179 8.7760500 9.3089001 11.7988823 14.1531665 8.5335162 -0.5460347 4.0978889 11.6088498 1.7759776 10.8602366 12.0728759 6.9538775 9.5742696 9.7589534 NA 9.4355990 9.5201209 5.3366761 NA NA 9.4843402 3.5414901 4.9775913 7.7578127 7.5833145 12.1986553 -0.5460347 NA 5.9775936 NA 10.2022245 7.0613615 13.5051556 10.5703755 6.2684531 7.6828507 1.4540179 2.0389980 12.6429295 6.3366744 11.7316096 6.5935823 9.6438562 9.2089191 5.7019593 8.2484475 2.9134543 -0.5460347 8.5703756 7.2613870 10.2581626 9.9287515 9.4596562 9.7703132 4.8463479 8.6189386 7.7759598 NA 6.7114192 NA 0.0638670 0.7848500 1.1470000 0.5675600 0.5606500 0.0899960 0.0899960 0.0918800 0.0918800 -0.6519300 -0.2383800 1.0889000 -0.5990600 -0.5990600 -0.6263600 0.0401850 0.7995600 0.0368760 0.0519560 0.1048200 -0.3511000 -0.3511000 0.1300700 0.0368190 -0.6306400 -0.2258500 0.0530940 -0.1039500 -0.2686500 0.0094491 0.0940560 0.0753290 0.0753290 -0.8041800 -0.6278100 -0.6186300 -0.6144100 -0.6144100 -0.6235900 -0.5863700 -0.5942900 -0.5942900 -0.5990600 -0.6067100 -0.6061800 -0.6649400 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 -0.6441500 0.0000000 0.0000000 -0.6622600 -0.2409300 -0.2409300 -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 -0.631 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 -0.631 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 NA 5.4082295 11.0838435 12.8827844 10.9388545 10.7278272 11.4815921 4.3120116 12.1823773 6.2353920 NA 6.5520635 5.7578127 9.0797405 9.7266615 12.8857904 5.7290388 10.8933431 9.0724172 8.2318130 7.4708402 11.4815921 NA 8.7417440 7.6828507 9.2500712 5.1819533 7.3609226 6.7550705 2.4540443 4.9458839 4.0978889 7.3366744 7.6339405 8.4652591 9.9267225 8.4427163 1.4540179 0.4540706 -0.5460347 3.1544698 9.9588506 7.4140332 5.0389936 11.8615650 10.8687169 13.2179027 10.3305485 5.9618270 9.5133761 6.5201205 10.0124523 2.0722773 12.0728759 8.7691813 8.5093142 13.8415522 11.3162815 3.9134639 8.6364260 10.0181811 11.9441304 11.4334568 -0.5460347 9.9498867 11.6447823 12.6997210 7.9931903 8.6164231 7.6189382 11.5167524 8.1860974 9.3533886 10.8802964 9.7983276 11.2678128 8.7184743 9.1527363 6.3488485 8.8181664 9.2370299 9.4554398 12.4852159 6.5201205 4.7019593 10.3412523 NA 1.0389980 8.0724172 11.3642996 9.5742696 9.7589534 9.8506365 9.5201209 9.6671359 7.0086202 4.3609191 NA 9.7166199 7.2995213 9.2758056 6.4540311 3.5414901 10.2022245 9.9922206 7.6828507 13.5749175 10.9677592 9.8060751 8.2900820 9.0942765 12.0483562 0.4540706 NA 4.8115841 10.1289919 8.7714442 8.5807361 9.5467888 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 & neck squamous cell carcinoma 25 1987 9 white not hispanic or latino 4 3 NA NA 2 3 2 3 2 3 0 4 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 0 1 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 4 0 0 4 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 1 0 0 4 0 0 0 0 0 0 4 0 0 0 4 6 0 0 0 4 4 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 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 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 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 0 0 0 0 0 0 0 0 0 4 0 0 4 0 1.959295e-05 6.554102e-06 4.69361147327249 16.4276401564537 12.2555410691004 44.7196870925684 21.903520208605 8.3183991 NA 8.9484496 0.1187584 3.5781538 9.6045562 7.1521499 3.4406599 9.3737554 15.9865124 7.7982067 9.0960069 8.3036022 NA 7.7260574 10.2684740 4.7036877 1.7036766 13.1945403 7.0375898 1.1187584 NA 4.3666579 6.2272520 9.6578858 NA 10.3232981 9.7444358 9.7149167 NA 0.1187584 7.3050886 NA 11.5549179 7.1955425 9.8719437 9.0465050 5.4041299 5.7625827 12.6027946 0.1187584 NA 10.3427286 9.0845113 NA 11.8656611 8.4718739 13.2617912 6.8329723 NA NA 7.3378957 NA 16.2771589 15.6750983 12.3327424 12.0645365 11.8308240 NA NA NA 10.5099705 7.8122139 10.6324545 9.0988664 NA 20.6066661 18.7412793 9.6656214 NA 0.1187584 NA 11.0678241 0.1187584 5.4406566 7.3571315 8.9911556 9.7946839 11.6115816 14.7258838 8.9420942 4.5110442 2.4406599 13.2617912 NA 10.1507726 11.0105106 6.5616698 9.4383991 9.7751518 NA 8.5323548 9.0729234 3.5781538 NA NA 7.8875070 2.7036987 6.5110442 7.8052273 7.0612416 11.9813643 1.1187584 NA 7.0375898 NA 10.8694339 7.6961559 13.6617588 11.3085515 8.4059315 8.4718739 NA 0.1187584 13.0390798 5.7334357 11.9790380 6.0013699 9.0553649 9.6005264 8.6462041 9.2986361 NA NA 8.2836338 6.5781583 10.6733158 8.2061900 8.5449919 11.6030464 0.1187584 8.1243514 8.8466475 NA 11.4784765 1.1187584 0.0000000 0.0000000 0.3500600 -0.4664200 0.4571700 0.0123760 0.0123760 0.0118180 0.0118180 0.0501980 0.0501980 1.1331000 0.4312500 0.4312500 0.4312500 0.2519300 0.0150280 3.6569000 -0.1391000 0.0153710 -0.4710900 -0.4746100 -0.0016629 0.0000000 0.0090312 0.0090312 -0.0743140 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 -0.0029091 -0.2018700 -0.2018700 -0.2083400 0.0241270 0.0118180 0.0118180 -0.0675110 0.4312500 0.4312500 -0.0417020 -0.0417020 -0.0417020 -0.4832300 -0.4730000 0.0065262 -0.4710900 -0.4710900 0.7366300 0.7440400 -0.0016629 0.4547900 -0.4901600 0.0000000 0.0492560 -0.4885800 -0.4768100 0.0599370 -0.2201000 -0.0488840 -0.0488840 -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 NA 6.642289 10.182122 12.278914 11.444594 11.663691 11.089552 2.440660 14.265057 3.703688 NA 2.703699 5.072925 8.037590 9.229863 14.472839 5.770353 11.647669 10.223326 8.906629 6.248009 11.089552 1.118758 9.871944 3.703688 7.913143 5.288650 10.111665 5.684325 2.118725 6.832972 4.703688 7.893514 7.413348 8.515332 9.883599 6.578158 3.118725 NA NA 4.819167 11.609578 10.033112 11.521206 11.218075 8.873615 10.441782 9.705567 6.886911 9.737112 3.578154 9.394851 2.164883 11.010511 9.953198 8.298636 13.442369 8.157646 2.440660 8.654002 10.886911 11.299879 11.163804 1.703677 9.614582 10.687633 14.110241 9.982913 8.253153 5.951618 12.748994 8.055188 8.485049 9.927691 8.893514 13.194540 9.891866 8.445156 6.610580 10.342729 11.865661 9.792919 12.064537 5.163120 4.703688 9.665621 NA NA 6.528118 8.574054 9.438399 9.775152 11.210823 9.072923 9.293653 6.511044 NA 3.288654 8.921760 6.578158 8.200876 6.733437 2.926075 10.869434 9.677148 8.471874 13.481082 11.137623 8.794684 7.594460 8.152150 10.536579 4.118725 NA 6.819166 9.688564 8.822630 9.019594 9.940501 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 1 NA NA 4 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.109689e-06 4.161334e-07 61.3636363636364 9.09090909090909 0 22.7272727272727 6.81818181818182 8.9308260 0.2062681 10.6367647 3.2063150 5.0136677 9.9511460 7.9810992 7.7837408 8.9171187 16.8506332 6.6981657 7.9136715 7.2831282 NA 9.1370495 9.0858954 5.1986277 7.9410218 8.5009331 7.9410218 3.5282462 0.2062681 7.5191951 10.9444045 10.3381691 2.7912723 9.9119445 10.1488267 10.8347577 NA 3.2063150 8.9464978 NA 13.6970377 9.6941522 9.5748187 10.2643038 9.0735908 8.1546794 11.5383487 5.1605088 NA 10.4684070 9.0980958 0.2062681 11.6845762 10.7149488 10.9611997 6.8210226 NA 0.2062681 5.6657424 0.2062681 15.1617727 16.0924498 12.1266650 11.1480934 11.9695245 NA NA 4.3762348 10.2369793 9.2964246 11.2676834 9.5372291 3.5539748 16.7179876 18.3751018 12.2283331 NA 1.2063306 3.0136588 11.3899475 NA 10.8071543 4.9067511 9.8221258 9.7081493 10.5089511 14.7839770 8.9843894 5.8210214 4.8501693 11.7723662 NA 9.7200397 12.4476995 9.0360348 10.5889362 10.9545050 NA 8.5769997 9.9188391 4.8501693 NA 1.2063306 7.6265253 5.0642922 9.1071789 8.5191951 10.3265500 11.3503330 4.1132004 NA 6.4157654 1.2063306 11.1221915 6.5986302 12.8692030 11.6103893 9.4743862 10.0486625 NA 5.7298736 13.4033752 6.9205577 11.3023684 9.1949969 10.0360348 9.3680236 9.8698703 11.2445453 4.1132004 1.2063306 10.4169835 8.3862212 11.2466019 9.7061581 9.4157654 12.8356688 3.2063150 8.8609482 7.6157032 1.7912723 11.6231097 1.2063306 -0.0019387 -0.0019387 0.0130390 0.3693700 0.3693700 0.0458510 0.0458510 0.0781510 0.0781510 -0.0320400 -0.0320400 0.1316900 -0.0349030 -0.0349030 -0.0349030 0.0114010 0.0304520 0.0731160 0.0399030 0.0399030 -0.1219300 -0.1371600 0.0280610 -0.0896670 -0.1097200 -0.1097200 0.1086200 -0.1330500 0.0195040 -0.0725000 0.0691620 -0.0019387 -0.0019387 -0.0019387 -0.1833200 -0.1833200 -0.1833200 0.0130390 -0.1027600 -0.1027600 -0.1027600 -0.1027600 -0.1027600 -0.1813100 -0.1813100 -0.1813100 0.0458510 0.0997260 0.0997260 -0.2130100 -0.0349030 -0.0349030 -0.0175280 -0.0175280 -0.0175280 0.0304520 0.0731160 -0.0036000 -0.0915510 -0.1219300 0.0522420 0.1143300 0.0315130 0.0153090 0.0153090 -0.0896670 0.0161470 -0.1097200 -0.0900950 -0.1947500 -0.0970990 0.0652280 0.0652280 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 0.188 -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 0.188 -0.181 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.013668 6.293775 10.252072 12.675445 11.745956 10.431520 10.529367 11.968694 11.511804 7.148826 1.206331 3.906756 7.821022 10.306975 10.352244 15.754201 4.466340 11.776642 8.937631 8.778254 8.846557 10.529367 3.013659 10.167762 5.760902 8.769966 7.906752 9.496331 7.422476 5.113205 NA 5.376238 6.729874 8.458977 9.667792 10.405984 7.842937 1.791272 6.113202 NA 5.376238 10.082829 9.368678 10.276433 11.806690 9.694152 10.718065 10.498634 8.594329 10.045516 7.293775 10.285797 5.197268 12.447700 8.853771 9.942714 13.486032 8.714107 4.113200 9.007212 11.019292 11.598093 12.240079 2.791272 10.638854 10.653395 13.704410 10.061181 8.813642 8.261595 12.327846 7.774952 8.657523 10.217539 9.157597 8.500933 10.105669 8.682045 8.477775 10.468407 11.684576 10.325253 11.148093 6.314836 7.325253 12.228333 3.206315 3.013659 9.095055 9.242486 10.588936 10.954505 10.423058 9.918839 10.722997 7.934233 2.528246 3.906756 10.074224 7.776168 12.048270 7.714107 4.454242 11.122192 10.806225 10.048662 13.022896 10.718065 10.842937 8.981099 7.555040 10.242486 7.088956 NA 7.482437 10.071396 9.322656 9.561663 9.781851 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 & neck squamous cell carcinoma 30 NA 5 black or african american not hispanic or latino 3 1 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 0 0 0 5 0 0 0 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12.64114128 8.76322266 1.36232961 12.74475125 5.00666157 11.00475614 6.37133233 0.04040152 -0.95959848 4.79530460 7.70575125 16.09319453 16.88567219 12.54638311 11.02554566 11.79509404 NA NA 4.32581812 10.56495704 8.72691566 11.37077202 8.93826079 2.04040152 18.22016162 18.77736548 11.01231802 NA 1.84775644 0.62536402 11.17387866 NA 6.95330482 4.28834380 9.54238188 9.77850757 11.13416298 14.98022404 9.18124495 3.04041905 4.08481264 11.50929383 0.04040152 10.03688874 12.00835480 8.72340975 10.26742952 10.91000915 NA 8.38692904 10.35102810 4.65512281 0.04040152 -0.95959848 7.58371764 5.08480839 7.54821003 8.74085506 9.00186500 11.30866485 3.49984589 NA 7.48749841 NA 10.76151450 7.17484181 12.96244213 11.91808288 9.52946042 10.03051927 NA 2.84777648 13.28849111 7.90460151 11.55537584 6.91693279 8.78709743 9.01580474 8.56789221 10.24803975 2.49985864 2.04040152 10.66566750 8.64774550 11.00367264 9.31770271 9.07108233 11.84494968 2.21032652 8.35556473 7.99751711 NA 11.45536473 0.62536402 0.00041593 0.00152550 0.37112000 0.00180300 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 -0.17879000 0.00652620 0.00917050 -0.02890100 -0.02890100 -0.08452800 0.02085300 -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 0.00097064 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 -0.16967000 -0.02311700 -0.02233200 0.01433000 0.03199900 0.02085300 0.02085300 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 0.373 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 0.373 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 -0.9595985 6.3623436 11.0762454 12.2173676 11.6190238 10.6715924 10.9975173 1.0404015 12.1183993 7.4067373 NA 4.7683379 7.2595842 9.5039396 10.4645816 14.8041723 4.4088341 11.9976988 8.3001585 8.6264483 7.7304131 10.9975173 2.0404015 10.4635312 4.9711527 9.2868352 6.5161491 9.2351723 7.2035614 3.4998459 8.8999502 4.9711527 6.9887824 8.4219583 9.7546607 9.9843952 7.6514399 0.6253640 2.9473108 NA 5.362344 10.216588 9.150246 11.242845 11.762155 9.167120 11.041472 10.496770 7.977053 9.741722 7.235172 10.007642 4.026375 12.008355 8.636605 9.290714 13.340606 8.746048 2.040402 9.578604 11.15318054 11.79697162 10.99533859 0.04040152 10.41654073 10.85619883 14.02860557 9.35782798 8.37803729 7.61027115 11.83239210 9.30406013 8.60265767 10.43594940 9.13052783 5.66977231 9.98292985 9.06832122 9.45510052 12.64114128 12.74475125 10.25837299 11.02554566 5.74085472 7.05164291 11.01231802 0.62536402 NA 8.33043426 9.11723088 10.26742952 10.91000915 10.59260401 10.35102810 10.49574252 7.54424117 3.74085202 NA 9.79343148 7.28834287 10.76023193 9.17355747 5.46667932 10.76151450 10.56544667 10.03051927 12.58308446 11.12422699 10.17034222 8.82831772 7.27882019 10.53976291 2.94731082 0.04040152 8.25716105 10.04068302 9.08480945 9.15285471 10.56886940 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 & neck squamous cell carcinoma 60 NA 0 white not hispanic or latino 1 2 NA NA 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.82280359 0.51086067 -0.48924058 3.15469661 12.11203290 8.17795416 11.11446880 9.84623285 -0.71524899 16.95295171 17.49830911 9.17262052 1.09578942 0.09585692 -0.48924058 12.40015628 NA 7.14019889 4.72029488 10.95279067 10.90958614 10.90958614 14.35201364 9.94286224 6.52206988 5.08069603 11.30057987 1.09578942 9.05677209 12.03162195 6.01863640 9.86398923 8.68826185 NA 8.57018701 9.32862557 8.39958555 1.68077443 NA 7.66902322 4.53320824 4.57693324 9.16994629 8.39042565 10.89832129 1.68077443 1.68077443 5.41773439 -0.48924058 10.21214895 8.90851722 13.38120717 10.92261822 9.15474369 11.67794695 NA 4.12555192 13.20269500 8.35162038 10.64398467 5.29220382 9.76777644 10.27003573 11.62604870 10.83023234 3.15469661 2.59829374 10.17262052 8.26572989 11.79566655 10.23876286 9.19996674 12.29425001 3.09580630 9.36091203 9.22937522 1.51086067 10.52973809 -0.48924058 0.0174040 0.0237060 0.0593300 0.1328800 0.1328800 0.0015761 0.0015761 0.6937200 1.2152000 0.0132130 0.0132130 0.6564500 -0.6578000 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10.65486333 10.78696687 5.75876954 7.79855475 9.17262052 2.90315399 -1.48924058 9.00969176 8.84623285 9.86398923 8.68826185 10.45372344 9.32862557 11.83206592 9.67071378 -0.48924058 -0.48924058 10.03921353 8.15720291 9.13928811 6.42373110 4.53320824 10.21214895 11.66566058 11.67794695 12.74183857 11.16144546 10.57524841 8.92869483 8.94024928 10.79653368 0.83276852 0.51086067 2.97028309 9.44455526 9.25567634 10.09298449 11.30890917 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 NA NA NA NA 2 2 2 2 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 0 0 0 0 0 4 0 0 7 0 0 0 7 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 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 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 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 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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 & neck squamous cell carcinoma 20 1976 NA white not hispanic or latino 2 1 NA NA 4 1 5 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 7.975891e-07 6.242002e-07 41.8604651162791 9.30232558139535 4.65116279069767 18.6046511627907 25.5813953488372 11.4290902 NA 9.9275238 6.1416494 6.3192910 10.1748437 0.5466599 7.1416484 9.0780833 15.7150998 6.7430989 8.0780835 8.0754818 NA 8.4495795 8.7561553 5.1515626 3.9159319 7.6019847 7.6127911 3.2836699 0.9617715 11.6721154 11.2147004 10.0980897 NA 10.4729979 9.7241214 10.4364594 -1.0383026 5.5467031 8.8768420 NA 13.3515724 10.6190579 9.2678012 10.4288354 9.4252637 8.3389498 11.6350485 3.9617437 NA 12.7477027 8.6447342 -1.0383026 11.0003156 7.3892200 11.5739168 6.4374725 3.2119467 1.5467093 5.9390197 0.9617715 14.6470897 14.9108685 11.9650764 10.3700691 12.3251898 0.5466599 NA 4.1711908 10.5148887 8.6604441 10.0378869 9.5672190 1.2836848 17.9584115 17.8367972 11.3695383 NA 3.4852980 0.9617715 11.3835413 NA 10.2717841 7.4575943 10.3198081 9.8998487 10.2586557 15.4906971 9.2132219 4.4535900 6.0061342 12.0751560 -1.0383026 9.5810424 11.4695093 9.3126786 10.8355680 11.9532613 NA 8.4435387 10.2407695 6.4455546 NA -1.0383026 7.3165178 6.4774393 9.9930960 8.9532612 10.5139282 11.1035273 4.0492038 7.2049134 0.9617715 -1.0383026 11.2503171 7.7332289 12.7724115 10.5495170 8.8663591 10.1571117 NA 3.0491951 13.7498460 7.6621791 11.6312889 9.7166269 10.1727516 9.3959194 8.5124861 11.3971493 2.8686275 1.7690947 9.6270753 8.7398167 11.8064452 9.9210169 9.2096668 12.6985641 3.2096717 9.0801745 8.6656429 1.9617344 9.6172702 2.8686275 -0.03886100 -0.03886100 0.20542000 0.02453700 0.02453700 0.05792700 0.05792700 0.74516000 0.00679330 0.16729000 0.16729000 0.16729000 0.08232000 0.08232000 0.08232000 0.08232000 -0.03777300 0.67584000 0.03170700 0.03170700 -0.08533500 -0.08533500 -0.03954000 0.04825000 -0.09658200 -0.09658200 0.10846000 0.01222600 0.05109200 0.00000000 0.00000000 -0.03886100 -0.03886100 -0.03886100 -0.07708900 -0.07708900 -0.07708900 -0.07708900 -0.03177900 -0.03177900 -0.03177900 -0.03177900 -0.03177900 0.02453700 -0.06784500 -0.06784500 0.05792700 0.00679330 0.00679330 0.16729000 0.08232000 0.08232000 -0.04902900 -0.04902900 -0.04902900 -0.03777300 -0.13743000 0.03170700 -0.08533500 -0.08533500 0.19192000 0.19192000 -0.03954000 -0.01877600 -0.01877600 0.04825000 0.04825000 -0.09658200 -0.00817340 -0.00817340 -0.01272400 -0.00010631 0.01222600 0.01222600 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 3.605601 5.880602 11.291536 11.961916 11.380910 10.194160 10.408306 10.009545 12.591665 9.662179 1.283685 3.485298 7.027829 8.285920 10.479409 14.079423 3.063555 11.791462 9.428326 8.012350 6.655226 10.408306 2.131655 10.765870 6.283668 8.603340 7.542940 10.466553 8.035452 4.247145 2.868628 6.576450 4.868632 8.477439 11.436459 9.677701 7.719962 2.131655 3.283670 -1.038303 7.655227 10.760211 11.234932 10.506221 11.181210 10.784310 10.302146 11.703838 8.497015 10.533966 7.752902 10.382226 4.827905 11.469509 8.219127 10.521594 13.167668 5.006132 -1.038303 9.208480 11.2343692 12.0696103 10.8697567 0.9617715 10.8359523 10.1947598 14.5497776 9.1341670 8.8072293 8.7993674 12.1151331 7.4212528 8.7099323 10.5263653 9.5163282 7.6019847 10.5960967 7.6656429 7.0385547 12.7477027 11.0003156 10.4575945 10.3700691 6.2926566 5.3540572 11.3695383 1.2836848 2.1316553 9.1428918 9.8142689 10.8355680 11.9532613 11.0571365 10.2407695 10.7795226 8.3647514 2.6621827 3.7690947 9.4565349 8.5485792 11.4776856 5.2836662 5.7431002 11.2503171 11.3294272 10.1571117 12.5809277 10.5755288 9.8197204 10.0643713 8.4415196 10.1247600 NA NA 2.2836551 9.5392437 9.5681446 9.6682354 9.8351835 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 & neck squamous cell carcinoma 40 NA NA black or african american not hispanic or latino 4 2 NA NA 3 3 3 3 2 2 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 6 0 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12.6591783 0.2232990 NA 3.5925647 11.5753779 9.4807224 10.9083752 9.9104185 1.2233608 17.5558344 18.7616447 9.2252118 0.2232990 0.6383983 3.4457267 11.7881191 -1.3617871 6.5572355 3.4963473 10.7729170 10.1843017 10.4858209 15.4051125 9.4465317 6.9421532 3.9959277 11.5450747 1.9602893 9.5475150 13.2014896 8.8851125 11.2259151 11.2631674 2.0978130 8.3865648 10.5764813 6.6270567 NA NA 6.3874366 6.6041559 6.5148892 9.2139113 10.2101246 10.7321197 6.8232475 1.9602893 7.5512614 -1.0397849 10.0906132 8.4553556 12.9053049 11.2233345 9.9915685 10.4376536 0.9602893 5.2677268 13.1290975 8.3318588 10.8508684 9.5002344 10.0017019 9.8822541 11.9328491 10.1963143 2.8083027 2.6383751 9.9698488 8.7098344 11.5777676 10.1257096 9.6055982 12.5184338 2.9603078 9.4113464 8.6813994 2.3388237 11.1304755 -0.3616017 -0.0465830 -0.0387980 0.4570000 0.4868200 0.4868200 0.1103800 0.1103800 0.1314000 0.1314000 -0.2455700 0.4945900 0.4945900 0.1285900 0.1285900 0.0907200 0.0907200 0.6597700 0.0963800 0.1505400 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0.229 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 NA 7.356049 10.982390 12.882736 11.619582 9.886893 10.470866 2.638375 11.192001 5.146166 1.960289 5.146166 8.015582 10.618869 10.673171 14.955308 4.557949 12.238401 9.913915 8.596417 5.715188 10.470866 1.960289 10.824177 4.310798 8.856875 5.282229 10.087521 7.793696 4.867190 13.227145 7.571944 6.987100 8.043513 8.330116 9.759258 7.818281 2.097813 6.122188 -1.361787 6.919142 12.413262 12.130950 12.586192 12.054510 7.649599 10.779521 10.985717 8.230829 10.608118 7.840496 10.502945 5.207163 13.201490 9.290320 10.447738 12.707891 10.640484 2.338824 9.721186 11.2254462 12.0011377 11.1324776 0.6383983 11.4523535 10.4497467 14.8309518 9.3491784 8.8107994 9.0371156 12.1017686 8.5871482 8.5347044 10.0875207 8.8945807 9.9306936 11.3579747 8.5148888 8.8514761 12.8338980 13.2473775 11.0583322 10.5830841 5.9692887 6.6551801 9.2252118 3.5452641 -1.3617871 9.0551696 9.8939907 11.2259151 11.2631674 10.2604239 10.5764813 11.0993397 9.3353394 NA -0.3616017 10.0639551 8.4608314 9.9597364 7.2158009 3.7258393 10.0906132 11.2661338 10.4376536 12.4682929 10.4736329 10.6106338 8.3645899 7.3283698 9.9704085 0.6383983 -0.3616017 9.9787785 9.7479219 9.7396912 10.4396762 10.9523887 7.7284845 10.3266223 5.6383722 TCGA-BA-A6DJ 62 1 407 NA head and neck stage iva t4a n2c m0 male 2012 NA yes head & neck squamous cell carcinoma 40 NA 8 asian not hispanic or latino 3 3 NA NA 2 3 2 3 2 3 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 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 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 6 0 0 0 4 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 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 8.114602e-06 3.537134e-06 26.8221574344023 48.6880466472303 2.33236151603499 14.5772594752187 7.5801749271137 9.8856808 NA 10.5184814 -1.2078943 2.2516888 10.1569451 4.7695443 4.9007895 8.5184816 16.9233666 6.8201687 7.8717482 8.0613901 NA 8.6885958 9.6164264 5.2516964 1.9621788 3.3772209 8.8810515 -1.2078943 NA 7.5471506 8.0707129 10.4857502 1.5996034 10.2475905 10.0799756 9.6787220 -1.2078943 1.5996034 8.9865276 NA 13.7882954 8.7244780 9.6338277 10.6404950 6.8690793 5.7111259 13.3278424 -1.2078943 NA 11.9953053 8.7303727 -1.2078943 11.8246535 3.6502476 11.6802454 6.5801666 NA NA 4.8797254 2.5996272 14.8175962 16.7817042 12.3142317 11.2370194 12.0484720 NA NA 2.2516888 11.1028761 8.5235823 10.8187867 9.2174791 1.9621788 18.3636438 18.5104600 11.3008009 NA -1.2078943 NA 11.1918083 NA 5.7347774 6.4575992 10.4678763 10.0378160 10.5976041 15.2552128 9.5252786 0.3771793 3.3772209 11.8571744 -1.2078943 9.2279336 12.0109673 9.3865879 9.6832875 10.7181886 NA 8.4540414 10.4042102 6.1231799 NA 0.3771793 7.8318405 3.1845818 4.5471537 8.3410851 9.2588496 11.2493876 0.3771793 -0.2077277 3.2516888 -1.2078943 10.5150708 8.3468523 12.8501704 12.1496778 9.9323708 10.5947796 NA 3.3158270 13.7551141 7.6502440 11.5112242 7.1365595 9.8800708 10.0371146 5.0776660 10.9793060 0.3771793 0.7922723 10.2871189 9.1164438 11.0132462 9.5022087 9.3856545 12.9301350 1.7922723 8.8437713 8.2496440 NA 11.1223399 -0.2077277 0.01098200 0.01976900 0.00249690 0.00305220 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 -0.00052875 -0.00332430 -0.00332430 -0.00622860 -0.00041585 0.00000000 0.00000000 -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 0.00000000 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 -0.00052875 -0.00332430 -0.00332430 0.03922000 0.07297100 -0.00622860 -0.01491600 -0.00926660 -0.00041585 -0.00083959 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 NA 6.3158252 10.6369690 12.3905485 11.3704001 10.4978956 10.7720457 1.7922723 11.3012960 4.8366563 NA -0.2077277 6.5133628 10.3343278 10.1989998 14.5297747 3.7177916 11.6910536 8.3314222 8.8693594 6.7809478 10.7720457 NA 10.2248052 3.9621881 9.3459982 7.9919356 10.0378160 7.8939501 2.5996272 2.2516888 6.7849188 6.5670510 8.6641685 10.8201693 9.7943751 7.6251536 -0.2077277 NA -1.207894 8.843472 10.558378 10.302009 11.009009 11.323401 8.816018 10.973726 10.956542 8.785202 10.259359 6.471743 10.731108 4.348077 12.010967 9.202715 10.144859 13.147321 8.419797 4.149812 9.526126 10.0543581 11.8160176 11.3506840 -0.2077277 10.4704233 9.8048878 14.5223340 9.0461107 8.9596815 8.2310551 12.1096759 8.5783697 8.0960441 10.8827033 9.4787638 3.3772209 9.7580476 9.1553030 7.6377537 11.9953053 11.8246535 10.3251062 11.2370194 6.8201687 6.6060439 11.3008009 NA -1.2078943 9.1952752 11.0297721 9.6832875 10.7181886 10.7537130 10.4042102 10.9454986 9.0496512 2.8797254 NA 10.0509235 8.0543579 9.1432026 5.0017167 6.3468523 10.5150708 11.0923298 10.5947796 12.4685510 10.7453684 10.3949622 9.6100465 7.8229302 10.5052201 -1.2078943 -1.2078943 0.3771793 9.5948038 9.6306794 9.2980749 10.5307778 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 & neck squamous cell carcinoma 45 NA NA white not hispanic or latino 2 2 NA NA 3 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 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 3.29439e-06 9.016224e-07 31.7073170731707 17.8861788617886 4.8780487804878 29.2682926829268 16.260162601626 6.4209304 NA 10.5921002 1.9984122 2.5289213 9.8959073 10.8435394 5.1322519 9.5640288 15.7531104 7.6645234 7.5766657 8.4227977 NA 9.9851880 8.4650974 5.3830614 3.3520381 3.2879007 8.4376518 1.1504297 -1.1713684 2.4134316 3.6864557 10.8504939 NA 10.3233285 10.5039890 11.1835487 -1.1713684 1.1504297 8.6116184 -0.1715309 12.1427729 6.0572921 10.2515257 11.1118507 10.5733067 5.3830614 12.0932087 0.8284691 NA 12.2477748 9.2940392 0.4134858 11.6800268 8.4695852 11.4884688 6.5766657 4.4161371 NA 5.3203258 1.4134316 14.3188525 14.9667787 12.7894785 10.5323765 11.1060509 NA NA 1.1504297 11.5686753 8.2250777 10.7424842 9.8891688 NA 18.0715655 18.1663191 8.8783213 NA 0.8284691 NA 12.2411751 -1.1713684 5.9265047 6.3441734 10.2601533 10.1509644 10.3945269 14.9434962 9.7187372 6.8783219 2.2879155 12.3315532 0.8284691 10.1605094 13.1551832 8.8242399 9.7518004 11.5362634 NA 8.5444348 9.7709874 7.1138755 NA NA 5.1504013 7.8143146 2.9983941 8.9092904 8.1727690 10.4700731 3.9577568 0.4134858 6.2293514 NA 10.8046789 7.2164898 13.2665500 11.4267581 9.1258593 10.3238283 NA 1.6358472 13.1048881 9.4302437 11.7385534 5.5833596 9.4414889 9.8000740 7.2879044 9.8000164 3.2879007 1.1504297 10.5039890 7.2336139 10.6534316 9.7833962 8.0133484 10.0905678 3.9159319 8.8397001 8.2314847 -0.1715309 11.6402490 0.4134858 0.205640 0.205640 0.885060 0.207630 0.240160 -0.079742 0.872880 0.534060 -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 -0.097585 0.094927 0.235970 0.235970 -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 -0.276870 -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 -0.076211 -0.389290 0.234110 -0.365560 -0.365560 0.798200 0.729240 -0.078943 0.187530 0.187530 0.094927 0.094927 -0.377220 -0.136940 0.494240 0.113710 -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 -0.137 -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 -0.137 -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 NA 7.2421004 10.4167190 11.9790135 11.2317513 10.5039890 11.2809716 5.3362691 11.9513009 2.5289213 NA 4.2879081 5.9369983 9.1783071 10.5362633 14.3825521 3.1647541 11.5517072 8.4650974 9.5960781 6.0764009 11.2809716 1.4134316 10.4632839 3.0764052 9.2747809 4.4723318 11.4404198 8.2398567 4.4134384 0.8284691 8.6502469 7.9908641 8.0572916 7.5665648 9.8128914 7.8397001 1.4134316 5.9159367 1.828469 4.872868 10.850147 10.947083 12.445022 12.153216 7.402120 11.958078 10.830233 7.150401 10.875256 5.905288 11.448693 5.647245 13.155183 5.271418 11.157989 13.794153 11.352770 2.287915 9.805753 10.7194971 12.1759559 9.9026143 -0.1715309 10.9356899 11.0376216 14.2017445 9.1838239 8.9079578 7.8701323 11.1467332 9.0431684 8.2121773 10.1749866 9.9737682 3.2879007 11.4192938 9.2557858 7.9448169 12.2477748 11.6800268 10.9946360 10.5323765 5.5289119 7.4938090 8.8783213 -0.1715309 -0.1715309 8.7709872 7.1683231 9.7518004 11.5362634 11.2349437 9.7709874 11.1840993 7.8028873 5.0952578 NA 8.9600984 5.1683211 8.3382479 8.2293524 0.8284691 10.8046789 11.3897608 10.3238283 12.2031049 11.0201491 10.4632839 8.0668776 8.2378639 9.5202164 3.2879007 NA 10.2542134 9.2358893 9.7709874 10.5614882 10.0566903 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 & neck squamous cell carcinoma 14 1999 2 black or african american not hispanic or latino 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 3.510991e-06 1.22606e-06 18.1818181818182 30.1136363636364 2.84090909090909 23.2954545454545 25.5681818181818 9.6419466 1.0250288 11.3737584 2.8730257 6.3324591 11.2283782 5.7583858 5.5104556 7.8904540 14.5024597 7.9462759 7.8323850 8.0584534 NA 8.7892382 9.1167302 6.0159859 1.0250288 3.8730257 9.6353169 3.1625323 0.2880632 12.4707694 5.1625323 12.2141135 -0.2968993 10.5316354 10.8455283 10.2004551 2.2880632 3.6099913 8.8629482 -0.2968993 13.6048647 9.3702138 10.1711508 11.2266641 7.5887986 7.2918172 10.2653445 3.3469569 NA 11.5847897 8.2344836 NA 11.3581856 3.6854132 11.5462381 4.9885029 NA -1.2968993 6.9076730 3.2266627 14.0194137 13.9045767 12.6653656 9.8031074 12.5929863 NA -0.2968993 3.8323837 10.2422609 8.3559470 11.4197073 10.0781416 NA 16.5062494 17.7363799 10.1833875 -0.2968993 2.7905635 2.0250288 11.8850308 NA 8.4242011 3.4579882 11.2451062 10.7358367 10.3917895 15.2222930 9.3141269 7.4139088 4.5857437 10.9522156 -1.2968993 10.1298910 13.8354757 9.7372134 11.5603056 13.1210865 -0.2968993 8.7002816 10.8106462 5.6219639 NA NA 8.0438202 5.8730282 7.9908148 10.1450088 9.6609297 10.1594565 1.0250288 NA 6.0429529 NA 10.3164312 8.6174873 11.9010867 11.5094504 9.3389200 10.4692169 NA 4.7691899 13.0298827 9.0562489 10.6814551 8.0068831 11.1371439 10.2681566 5.4579882 10.0188177 4.2266627 2.0250288 8.3843404 7.5296507 10.8576039 10.3874124 8.7087266 11.5977305 4.6338380 8.9453713 9.5192858 0.2880632 -0.2968993 1.0250288 0.81747000 1.20340000 1.31890000 1.24110000 -0.46738000 -0.00193990 1.44070000 -0.46195000 0.91946000 -0.46628000 0.38160000 1.27660000 -0.45834000 -0.45834000 -0.45522000 0.03495900 0.41405000 0.46417000 1.58650000 0.00069327 -0.07614500 -0.00498440 0.12402000 -0.01271300 0.04200700 1.67440000 0.01042400 0.31594000 0.04911400 -0.01488400 0.44698000 -0.46993000 0.80072000 -0.46696000 -0.46067000 -0.45977000 -0.44253000 -0.50162000 -0.46446000 -0.46446000 -0.45907000 -0.45907000 -0.45886000 -0.46738000 -0.46738000 -0.45961000 0.50880000 0.83331000 -0.45404000 -0.47088000 -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 -0.53956000 -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 -0.455 1.225 -0.458 -0.458 -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 -0.455 1.225 -0.458 -0.458 -0.608 -0.325 -1.2968993 7.1418936 11.7578760 12.6051003 10.4559009 9.8929268 10.2480666 8.1356441 10.3085817 8.5579706 NA 1.2880632 6.8929265 10.6760819 10.7968498 12.1962070 3.2940619 11.2504787 8.8705204 8.5798186 5.8830122 10.2480666 NA 10.5838335 3.9125541 8.2800590 6.0694251 9.9994448 7.9962978 4.7905635 -0.2968993 6.2029485 5.5232797 8.3011546 9.5168833 9.4121860 8.7240820 1.5104556 3.4035404 NA 4.633838 11.949843 10.190902 7.272958 11.066689 10.526867 12.141114 11.580003 7.382583 11.544470 6.129368 10.375969 5.913335 13.835476 9.867381 11.754991 13.106906 12.551627 3.988503 9.905226 10.7136303 11.6118700 9.9149905 -0.2968993 11.9124032 10.4031083 14.3637934 10.3099700 9.2824180 10.0683310 11.4430937 9.6230678 8.6775167 9.7261565 10.5937464 3.8730257 10.0239026 9.2955591 7.9651967 11.5847897 11.3581856 9.6463495 9.8031074 6.0068837 5.7254712 10.1833875 2.0250288 NA 9.8024500 10.7375572 11.5603056 13.1210865 10.8372075 10.8106462 11.2007046 10.0737896 2.7905635 4.9885029 9.9865089 7.8513243 10.3002236 6.4035421 4.0250288 10.3164312 11.3426690 10.4692169 12.0650459 10.6828845 10.7812530 9.0418385 9.3214876 10.5064261 0.2880632 4.9885029 3.5104556 8.2563092 10.1408542 9.1635581 11.1671373 7.6860957 10.2620011 5.2266627 TCGA-BB-4217 68 0 NA 187 head and neck stage iva t4a n2c m0 male 2008 NA yes head & neck squamous cell carcinoma 60 NA NA black or african american not hispanic or latino 3 1 2 1 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.040334e-06 3.467779e-07 15 15 7.5 32.5 30 10.5282991 NA 10.3467375 2.3031962 2.9246700 10.5085077 6.4731099 8.9347813 8.6347904 15.7672097 7.1105397 8.0723867 7.7320276 3.5569444 9.4149220 8.9723420 5.3576329 6.0945971 5.9425943 8.3152719 1.6027419 3.8506694 5.4482336 7.6306508 11.4052610 NA 10.6654654 10.7239544 11.1372907 -1.3970681 4.2465981 8.9868375 NA 12.6773043 9.1075636 9.8701165 11.4448985 8.0227046 6.9246724 11.9365988 3.4100968 NA 13.6133602 9.3500985 6.8881466 11.6842281 6.8894869 10.8739158 6.6525926 NA 0.6027419 4.3576294 1.7726880 14.3744637 14.9101435 12.5762627 10.4193284 12.3855382 -0.3972581 -0.3972581 6.4036444 10.6178112 8.7626159 10.7873101 10.3088090 3.5096325 16.5196563 17.5809258 13.0276326 6.2100752 2.0621908 4.3576294 11.9619451 -1.3970681 10.3947215 3.1877044 11.3194119 10.6961623 10.4177275 15.4553839 10.0094811 6.1341265 6.0290089 11.0038909 1.9246700 10.2316458 11.7267593 9.3135511 10.9756097 11.3528235 0.6027419 9.0394562 10.8663073 5.2751710 -0.3972581 NA 7.6283551 6.4792613 6.7575634 8.9053837 10.0279606 10.6902075 3.8881490 2.1877044 7.5186240 -0.3972581 10.8405521 7.9403665 12.4948131 11.0985997 9.5374159 10.9739768 NA 5.6902075 13.2271974 8.2429897 11.3542887 9.5721312 10.1483898 9.6556048 9.4800288 11.3055667 4.3576294 2.4100968 10.9450972 8.1877074 11.2463754 10.2587225 8.9569941 12.4815619 2.6902159 9.1432602 9.1895844 0.1877677 11.0232313 3.9950593 0.01223700 0.01223700 0.07474600 0.27774000 0.27774000 0.00958830 -0.00302750 -0.04088800 -0.04088800 0.16355000 0.16355000 0.16355000 -0.08080700 -0.08080700 -0.08080700 -0.01532900 -0.04807200 1.90140000 0.01000600 0.01000600 -0.00012142 0.00305220 -0.09054900 0.04310100 -0.06034500 -0.06034500 -0.07481100 0.00208050 -0.04225900 -0.03367700 -0.05428300 0.01223700 0.01223700 0.01223700 -0.07080400 -0.07080400 -0.07080400 -0.07080400 0.01363200 0.01363200 0.01363200 0.01363200 0.01363200 -0.11521000 -0.11937000 -0.12103000 0.00958830 -0.04088800 -0.04088800 0.16355000 -0.08080700 -0.08080700 0.00416320 0.00416320 -0.00069303 -0.04807200 -0.11972000 0.01000600 -0.00012142 -0.00012142 0.08956100 0.05096100 0.12550000 0.00000000 0.00000000 0.04310100 0.13509000 -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 NA 6.5627461 11.1733119 11.9745213 11.2569331 10.2357399 11.1209060 3.1877044 11.8471085 6.9470407 2.3031962 4.0621735 8.7876199 11.3951283 10.4968045 13.8645825 3.9991792 11.6711871 8.1630775 9.0674231 9.8560012 11.1209060 2.1877044 10.9682470 7.3272589 8.8337497 7.8765403 9.9685149 8.4401046 3.3031816 1.4101240 6.7060318 5.9065251 8.5985119 7.8170636 9.4907268 7.7086528 2.6027419 0.6027419 -0.3972581 5.8506719 12.1308324 11.7033972 11.0219148 11.6134476 10.7307390 10.6905390 11.0777181 8.3939074 10.8372627 9.8152411 10.4587810 5.2771479 11.7267593 9.4419484 10.8176708 13.3190245 9.6955018 3.4607295 10.5939122 10.940367 12.295469 10.938693 3.460729 11.795808 10.867187 13.798424 9.972887 9.367616 9.138020 12.397059 9.437026 8.124345 10.605560 9.375059 5.942594 11.321278 8.470024 11.008418 13.613360 11.684228 10.522353 10.419328 5.869531 10.456444 13.027633 1.187704 3.062174 9.635479 9.126307 10.975610 11.352824 11.480412 10.866307 11.680061 9.031105 3.812200 NA 9.951600 9.027908 9.996671 11.677053 5.668834 10.840552 11.817064 10.973977 12.657264 10.270300 10.157334 9.997743 6.679560 10.339992 8.954788 4.608147 7.780164 9.947501 10.114497 9.929736 11.430881 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 5 NA NA 3 4 3 3 NA NA 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 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 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 4 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 9.640425e-06 3.225034e-06 11.9047619047619 74.3386243386243 2.64550264550265 7.93650793650794 3.17460317460317 10.87296601 NA 11.05607035 -0.98707383 2.71347588 11.26807163 7.10580063 8.71001049 8.08182107 14.99628162 7.54052020 8.23704453 6.30766349 2.01303341 8.77625536 9.59235892 5.71694701 6.02427091 10.77500970 10.01726344 1.59798399 2.18297827 7.33497133 12.27909751 11.66767906 0.01306915 10.17038992 10.70041874 10.92929577 2.71347588 3.87102550 9.71861490 -0.98707383 14.36877265 8.30306196 9.69066572 11.56330883 7.92293637 6.53660469 11.34871250 -0.98707383 NA 12.60421471 8.49484239 4.99032411 11.66387040 6.10780711 12.15578831 5.07913060 NA 0.59798399 4.10050676 3.01305128 13.66873922 14.26611823 12.79101747 10.03193866 13.03219936 NA 1.82040365 4.37059675 10.37334142 10.07171133 11.96031470 10.31511072 2.90446483 14.66524381 18.35442604 12.19388460 -0.98707383 1.01306915 3.65689675 11.91277758 NA 8.43089575 4.65689675 12.07341642 11.40884489 9.95702294 14.78094297 10.14618526 3.10050676 4.84593157 10.12743609 0.59798399 9.73414225 13.12928790 11.79849549 12.24801012 12.07795418 NA 9.12026017 11.79563182 9.09519208 -0.98707383 -0.98707383 7.58669045 6.48877688 4.65689675 9.40750571 10.63051050 9.87800292 3.10050676 2.82040365 8.85067099 -0.98707383 10.75071293 8.07643831 12.98683007 12.10712071 10.45019685 10.93711321 NA 3.87102550 13.54995802 8.52677073 10.91202226 11.76563274 11.79877951 9.70827140 6.86479158 9.84909338 4.10050676 1.82040365 11.92724130 9.61202603 11.76834794 10.81191980 8.07373884 10.88840841 3.65689675 9.89134688 9.29613134 -0.98707383 10.66274830 3.01305128 0.00072185 0.00072185 0.75609000 0.59012000 0.62592000 0.04247800 0.04247800 -0.03582900 -0.03082200 0.64012000 0.64012000 0.73914000 -0.02293600 -0.02293600 -0.02293600 -0.08104500 -0.02422200 -0.02422200 0.61085000 0.60730000 -0.01309800 -0.01309800 -0.05479700 -0.11597000 1.31420000 1.31760000 2.38940000 0.10238000 -0.03418600 0.04014400 -0.03181700 0.00072185 0.00072185 0.01031400 -0.00896220 -0.02189300 -0.03021800 -0.03021800 -0.70386000 -0.70386000 -0.00896220 -0.00896220 -0.01708800 0.62592000 0.62592000 0.65594000 0.01645400 -0.03082200 -0.01890700 0.61828000 -0.02293600 -0.02293600 -0.05587600 -0.03569300 -0.07306600 -0.02928300 -0.77497000 0.60275000 -0.03542000 -0.76653000 -0.03719000 -1.29290000 -0.77700000 -0.08171000 -0.08171000 -0.11597000 -0.11597000 1.21320000 0.54898000 0.55889000 -0.07144500 0.10238000 0.10238000 0.10238000 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 NA 8.18046119 10.47809917 11.10216246 10.66184996 10.83282294 10.39025356 0.01306915 9.99888500 6.34396028 4.40535934 4.50489365 7.62037307 10.13133521 10.88302239 14.17216540 2.48031683 11.75745643 8.91692503 8.82684017 8.27043083 10.39025356 -0.98707383 10.75661520 8.31453929 9.14705861 5.27982784 9.02985122 9.69709910 9.94747111 NA 7.70304116 6.07913273 8.35955675 9.29844525 9.68369926 6.92593179 4.10050676 1.01306915 0.597984 6.024271 8.392421 11.319096 12.666784 11.963234 8.853821 9.681042 11.316824 9.635095 11.526030 11.461417 11.531204 5.462108 13.129288 10.249057 10.897977 13.447225 11.303926 6.379365 11.421903 10.2698414 11.5989445 12.4144559 3.5980078 11.8218061 10.7354237 14.6856327 8.5444243 9.7117477 9.3506650 12.9439651 9.2414048 8.5444243 10.0207711 9.5819492 10.7750097 10.6277529 10.1513148 9.5405200 12.6042147 11.6638704 9.2692518 10.0319387 6.0354106 8.6550949 12.1938846 -0.9870738 2.3349687 9.5695490 10.0798050 12.2480101 12.0779542 11.5712246 11.7956318 11.6328045 8.7409636 -0.9870738 -0.9870738 8.9442090 10.2346603 11.6328045 10.0519620 3.2609741 10.7507129 11.8212028 10.9371132 12.7093586 10.4811579 10.0109282 10.5580075 7.9319064 10.5714638 5.8203985 2.9199312 8.0574373 9.9910097 10.6483077 9.1097583 11.3461984 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 6 NA NA 2 1 3 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 7 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 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 2.392767e-06 6.588779e-07 28.8888888888889 37.7777777777778 4.44444444444444 17.7777777777778 11.1111111111111 6.6484755 -1.1262655 10.4330649 0.4586970 4.0029725 10.4870169 6.1404740 4.6016074 9.1899693 15.8634593 6.7805778 8.6826519 8.2809559 NA 8.9598240 9.1156711 6.7563308 6.1216164 11.2068432 10.1369570 2.4586445 -0.1262655 7.0535969 3.6810444 10.4383138 2.8736951 10.1995554 10.6607742 11.1731821 -1.1262655 2.1956311 8.9176856 -1.1262655 13.2507628 7.3453627 11.3420574 9.6285753 6.5030450 4.2999553 10.8066407 3.3331231 NA 11.8418146 10.2654684 0.4586970 10.0498611 8.8100902 10.8184000 4.0831453 NA NA 6.6083968 3.5741257 13.8287915 14.6654460 12.9139416 11.4167197 12.0744333 NA 0.4586970 1.4586445 10.7696418 8.8481024 11.2549604 9.4939077 -0.1262655 16.1484482 17.7415487 10.1451509 NA 0.4586970 1.6810444 11.1501031 1.4586445 7.9822121 3.8278800 9.7169494 9.9194475 11.1144792 13.6648508 9.7324459 4.8509694 3.7805831 11.4663785 2.8736951 9.1463177 12.5561339 9.1498124 9.2345349 11.4881677 -1.1262655 8.9424661 9.5487628 4.1590882 0.8736557 -1.1262655 6.6396200 3.9611510 5.5461135 9.2530663 8.6435258 10.8563250 1.1955996 0.8736557 10.5447865 -1.1262655 10.6878697 7.7223110 13.5778077 11.4099351 9.0884077 8.9370830 -1.1262655 1.6810444 12.8816787 7.5982014 11.6375227 10.0952750 6.3655403 9.8099578 9.8227849 9.0423601 1.1955996 -0.1262655 7.7316686 9.4501722 11.4371225 8.9704030 10.1585120 11.9167151 4.3655386 9.4810274 8.7440528 -0.1262655 11.3605229 1.4586445 -0.00173140 -0.00173140 0.87328000 0.46468000 -0.95782000 0.00499690 0.00499690 1.88470000 -0.47733000 2.30820000 1.30630000 1.29760000 -0.48659000 -0.48659000 1.64470000 0.74651000 -0.01119800 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-0.471 0.000 0.000 0.000 0.254 0.415 0.000 0.000 -0.525 0.000 0.000 -0.047 0.443 -0.484 0.000 -0.012 -0.477 0.830 0.000 0.057 -0.469 0.801 1.306 -0.487 0.257 0.000 0.000 0.8736557 6.3893878 10.0196201 11.6581182 10.9614822 10.0904337 11.8182169 8.5407995 11.1885543 5.8623720 0.4586970 3.7805831 6.5671743 8.5461131 11.8251547 14.3023425 4.7321661 12.6869680 10.7390345 9.0573728 4.7065803 11.8182169 4.3655386 10.9191063 2.0436245 8.8037747 3.5741257 9.7049950 7.6759457 2.9611417 NA 4.9611510 9.2745673 7.2745673 7.9208119 10.4249155 8.2851987 4.1216123 NA -1.126266 4.083145 9.303095 10.714065 9.260628 11.346379 7.038595 10.060421 10.409449 7.839472 10.875800 2.780583 11.433304 6.668038 12.556134 9.522944 10.145734 13.113154 8.447335 1.681044 11.852220 10.078870 11.969744 12.080855 2.780583 10.512576 10.278297 14.115403 10.376022 9.282018 7.581047 12.812532 10.549702 9.468945 9.990032 9.261705 11.206843 11.198431 12.164139 3.780583 11.841815 10.049861 10.318185 11.416720 4.488399 3.961151 10.145151 -1.126266 1.458644 8.393324 6.420582 9.234535 11.488168 10.882116 9.548763 10.867334 7.631911 2.195631 2.333109 9.122695 6.168309 9.969085 8.154459 2.195631 10.687870 10.643939 8.937083 12.392218 10.201802 11.506910 7.261705 7.789568 10.251983 1.873695 2.043624 2.780583 9.189675 10.085576 8.855255 11.239190 8.810326 10.719178 4.896054 TCGA-BB-4225 73 0 NA 146 head and neck NA tx nx NA male 2003 NA yes head & neck squamous cell carcinoma 1.5 1948 NA white not hispanic or latino 3 5 NA NA 3 4 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 4 0 2.080667e-06 1.109689e-06 46.2365591397849 25.8064516129032 1.0752688172043 20.4301075268817 6.45161290322581 10.7413643 -1.4795526 10.2311878 NA 2.6903053 11.1886016 5.1785912 6.1497390 7.7988308 16.0191371 7.0672762 7.1460900 7.0321339 -1.4795526 9.1597220 7.4687487 5.0595413 6.3469303 11.4096952 7.5482871 2.5203720 5.3017413 6.0902374 9.8411819 11.0031894 NA 10.8037592 10.2487271 10.4879679 2.3277448 2.9127073 8.2219998 NA 12.5986156 7.9083986 9.9576133 10.9983926 8.5203814 4.2208175 12.1458620 2.6078392 NA 12.0823853 8.2951683 4.8602328 12.5776963 1.6903277 12.1551924 7.4182271 2.8423151 1.6903277 4.0122379 0.5203468 13.9535420 15.1876874 12.8782351 11.0483470 13.6264126 -1.4795526 1.1053428 4.0749678 11.7231174 10.4814693 12.0193552 10.0575997 2.9837506 16.4919867 18.4466745 12.8599531 -1.4795526 0.8422950 0.8422950 11.3387638 NA 7.5620409 4.6289077 10.6445835 10.3505005 9.7959239 14.6825367 9.3453400 1.8422950 6.3469303 10.6640835 -1.4795526 9.8155764 11.8875040 12.0452903 11.3281388 11.4575713 -1.4795526 8.7883386 10.8907963 7.3277368 NA -1.4795526 6.3516248 7.5316084 6.1128377 8.7883386 10.0067136 11.1147060 1.1053428 0.5203468 9.9249908 NA 10.1520131 7.6131382 13.6170966 11.2622696 8.9655410 10.5347506 -1.4795526 1.6903277 13.6095422 8.5371897 11.1759121 10.5330059 11.1788160 10.0416678 5.2208213 8.6953070 2.5203720 2.8423151 12.3213824 9.4481593 12.3031749 10.4886882 8.5076452 12.8864303 0.5203468 8.7144856 9.4076019 NA 10.2889793 -0.4795526 -0.03572100 -0.01904000 0.35463000 -0.00892670 -0.00892670 -0.50235000 -0.50235000 -0.04955900 -0.04955900 1.14420000 1.14420000 1.14420000 -0.06074800 -0.06074800 -0.06074800 -0.07233800 0.65461000 0.65461000 0.36821000 0.36821000 0.38915000 0.40108000 -0.10710000 0.29231000 0.41496000 0.41496000 1.38350000 1.25890000 -0.09815500 -0.04928900 -0.04170200 -0.03217800 -0.03217800 -0.04604100 0.35283000 0.35283000 0.35283000 0.35283000 0.41197000 0.47409000 0.47409000 0.47409000 0.00851390 -0.00892670 -0.00892670 -0.00041585 -0.54159000 -0.04955900 -0.07854400 1.14420000 -0.06074800 -0.06074800 0.01781700 0.02454800 0.02454800 0.65461000 0.34625000 0.25945000 0.38915000 0.38915000 -0.07574500 -0.54985000 -0.10775000 -0.54219000 -0.54219000 0.29231000 0.29231000 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 NA 6.0202266 10.2512760 12.8193747 10.8264431 10.1263239 10.0759291 1.6903277 10.9777622 3.2752753 -1.4795526 5.5427502 7.7200541 10.9366511 10.4658252 13.8291826 2.7789024 10.9978867 8.0672757 8.2979489 8.1147059 10.0759291 0.5203468 11.0328749 9.1579120 8.5894148 6.4511188 8.7137343 7.7733542 5.8779332 2.4272843 6.7200541 2.8423151 7.1785932 8.8602313 9.5958605 7.0634134 2.4272843 4.8423101 -0.4795526 6.1998608 8.1928067 11.9518790 12.5959441 12.0780844 10.3572208 12.0699254 11.4782090 10.2103794 10.8916135 11.6414292 11.2735981 4.8812731 11.8875040 10.6480534 10.2007410 13.7215163 9.3760286 1.6903277 11.2253657 10.7807129 10.8158633 13.0563857 3.5647806 11.3822437 10.9557912 14.2743528 8.0883372 9.5441357 8.8768334 13.1144727 9.2798617 8.6928090 10.5975309 9.6682223 11.4096952 8.8423095 9.4053151 9.9940871 12.0823853 12.5776963 9.4280232 11.0483470 5.9879870 7.9529235 12.8599531 2.1053428 -1.4795526 9.4114055 10.9841612 11.3281388 11.4575713 10.7572925 10.8907963 12.0574784 10.2546676 0.1054099 0.5203468 9.3046808 8.1128382 11.7602782 10.6906195 2.6903053 10.1520131 11.5377118 10.5347506 11.9453350 10.3357647 10.2393423 10.4091246 8.1314063 10.9377065 2.1053428 NA 10.0517628 9.7389385 9.4947960 8.6865446 11.8758702 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 & neck squamous cell carcinoma 25 NA NA white not hispanic or latino 2 6 NA NA 1 3 4 2 3 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 7 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 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 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 6.935557e-06 3.433101e-06 10.2649006622517 68.5430463576159 4.96688741721854 8.94039735099338 7.28476821192053 8.55875628 NA 11.22798553 -1.01479105 1.79248058 9.95737096 3.68554775 4.81799667 8.88295448 14.93835074 8.42390083 7.70278566 8.51258601 NA 8.72657615 8.88597604 6.27512814 -0.01493682 2.15503677 10.29799209 2.68555897 2.30704959 3.30703501 7.62173395 11.02813641 NA 9.43632032 10.06325997 9.59981895 0.98513607 2.98511785 9.24812018 5.98510874 11.63884993 8.26587989 9.51843895 10.90471740 7.09363412 3.73999928 12.00522098 6.27972943 NA 13.01732712 7.51258641 NA 11.36069167 7.36838161 12.24411675 7.53969778 -0.01493682 -0.01493682 5.97379493 4.37742920 13.45735003 14.16189473 12.18048136 9.52232749 12.13469751 0.57007427 -1.01479105 3.84308942 10.06792356 7.18968028 10.89199971 9.70021324 0.22391675 18.29556883 18.37695477 9.47996473 NA -0.01493682 NA 11.82667349 7.32049912 7.22351426 2.79245975 10.56273621 10.40822506 10.90695011 15.25804870 9.53969798 7.18478114 8.17493367 11.50006970 0.98513607 9.13739388 11.85383335 6.34266141 10.37957180 11.57241786 1.98509963 8.41556179 10.68684882 7.90397220 1.57007427 NA 4.52643820 4.65753712 7.04039165 9.42701589 8.29344820 10.32551560 3.37742920 NA 6.25189516 NA 10.73581611 9.23066176 13.42110489 11.09950220 9.33411392 10.74624482 NA 5.05119806 12.87973747 9.15001608 11.31153865 4.81799667 10.38291751 9.20110304 11.20548745 10.71727654 3.50866950 0.98513607 6.71302902 8.86469255 11.43115857 9.49488418 9.36557029 12.36516429 3.37742920 9.73967093 9.13612575 0.57007427 10.75453380 -1.01479105 0.0040243 0.0620800 0.6566300 0.5459400 0.6275200 0.0218840 0.0516720 0.0179880 0.0404680 -0.6951400 1.2310000 0.6204700 -0.0293440 -0.0293440 -0.0201380 -0.1427100 -0.6813100 3.6205000 0.0179630 0.0179630 1.7303000 -0.6855800 -0.0139530 1.8254000 0.0204830 0.0204830 0.0073609 0.8005300 -0.0802750 0.0162860 0.6126200 0.0200630 0.0068044 -0.6763100 -0.6983000 -0.6983000 -0.7059500 1.0971000 -0.7010000 -0.7010000 -0.6396300 -0.6396300 0.0499660 -0.6679000 -0.6679000 0.0322810 -0.7153300 0.6680800 -0.0329960 -0.7551300 -1.2929000 -0.0201380 0.0389130 0.0000000 -0.0085405 -0.7384500 -0.7013600 -0.0018981 -0.6799400 -0.6799400 0.0471260 -0.0107840 -0.0519910 -0.7115800 -0.0419740 -0.0847930 -0.1784100 0.0204830 -0.2048600 -0.1682800 0.0239870 0.8256800 -0.2534600 -0.2610700 0.000 0.000 -0.640 0.000 0.000 0.000 -0.680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.147 -0.147 0.000 0.613 -0.675 0.000 0.000 0.000 0.000 0.000 -0.034 0.664 0.000 -0.640 0.546 0.546 0.000 0.000 0.000 0.000 -0.041 0.654 0.000 0.000 0.547 0.547 0.000 0.000 -0.640 0.000 0.000 0.000 -0.680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.147 -0.147 0.000 0.613 -0.675 0.000 0.000 0.000 0.000 0.000 -0.034 0.664 0.000 -0.640 0.546 0.546 0.000 0.000 0.000 0.000 -0.041 0.654 0.000 0.000 0.547 0.547 NA 8.05925035 10.40822506 10.10923047 11.43992249 10.62941609 10.65488007 1.79248058 11.37043235 5.58502261 1.79248058 6.74666077 5.34266141 8.34266096 10.52232759 14.85910590 5.17710455 12.11551882 9.04310085 9.13485624 5.62896602 10.65488007 2.30704959 11.06225868 3.62896019 9.10366102 8.18723279 9.59428784 8.37804900 3.15503677 -0.01493682 7.01842164 6.50080843 7.59981914 10.39609044 9.41032499 8.12721642 1.98509963 0.98513607 NA 5.377426 11.124341 11.410005 10.924321 13.110119 7.657534 11.552115 11.362048 8.819580 10.743749 9.152527 10.552590 7.237396 11.853833 9.338256 10.773012 14.183699 6.921747 4.155037 9.329405 10.82981492 11.82254000 8.62354500 -1.01479105 11.29373257 9.55970269 14.63764354 9.34924385 8.68901290 9.23540756 11.56253799 9.96859451 8.85855330 9.45576798 9.42805255 2.15503677 11.25890476 8.27051119 5.89199994 13.01732712 11.36069167 10.51160838 9.52232749 7.44454118 1.30702043 9.47996473 NA -1.01479105 8.71302971 7.81165791 10.37957180 11.57241786 11.57616393 10.68684882 10.40348887 8.61081816 -1.01479105 NA 8.68625959 8.14724869 11.00886354 2.30704959 -0.01493682 10.73581611 11.52959068 10.74624482 12.61605877 10.88257649 9.95665276 8.39873728 7.79889037 9.81324569 NA -0.01493682 8.26123367 7.97254390 10.33106876 9.82510030 9.97521316 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 & neck squamous cell carcinoma 102.5 1969 NA white not hispanic or latino 3 5 NA NA 3 4 3 3 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 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 4 0 0 0 0 0 0 0 0 0 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 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 1.768567e-06 5.548446e-07 37.3134328358209 22.3880597014925 8.95522388059701 19.4029850746269 11.9402985074627 10.8234335 NA 10.7378629 2.7375353 3.8979955 12.0151607 5.1736312 6.3365690 8.0380860 14.5253620 7.6889874 6.8788872 7.2903138 NA 8.3348172 9.4057907 5.1892276 6.2647785 11.3222729 8.8558617 -0.3499708 0.9720309 9.9127507 10.5693044 11.3726627 NA 9.4509685 10.0498805 10.8115155 2.6500752 4.2350300 8.3912994 NA 13.8051240 8.0163910 10.0805055 11.4616440 6.8398928 6.4116195 10.2757774 0.2349917 2.6500752 11.6591974 8.6387534 2.1094943 11.3980518 4.8341499 12.3903764 5.5204348 4.3224906 NA 3.7793543 1.2350530 13.1121235 13.6573439 12.7751592 9.8143471 12.8528047 -1.3499708 3.2939296 4.9899201 11.4941859 10.0456028 12.0214369 9.8460559 2.5569689 16.6435654 17.9402855 11.3866820 0.2349917 1.2350530 0.6500292 11.8581505 -0.3499708 7.3505087 3.1736232 10.8507312 10.1389130 10.3247023 14.6782337 8.8728635 1.2350530 5.5327128 11.3500748 1.4574367 9.3737295 12.5249539 11.4132810 11.5841280 11.3822361 -1.3499708 9.0294471 11.3900602 9.2610935 NA NA 6.1344489 5.5080483 7.1217438 9.1697048 8.4493501 10.5006462 2.8979955 0.6500292 7.1379082 NA 10.7774182 8.3711676 13.1945501 11.4890755 9.3265899 10.8108854 NA 2.9719941 12.9089291 8.1892276 11.0737098 11.5601491 11.7115867 10.0134752 5.3365690 9.1529003 3.0423817 2.4574104 12.2196869 9.7960008 11.5541387 10.8833887 9.2748641 10.8442099 1.9719941 9.5791347 10.0158443 -1.3499708 10.4436719 0.6500292 -0.01256500 -0.00498440 0.02918400 1.47020000 0.00069327 0.00208730 0.00208730 -0.01183300 -0.01183300 1.52780000 1.52780000 1.52780000 0.01056400 0.01056400 0.01056400 0.00875280 0.00000000 0.00000000 0.01600600 0.00236490 0.04939800 -0.00940460 0.01488800 -0.01231700 0.81942000 0.80344000 2.86960000 0.00666530 -0.91627000 0.01824300 0.00629120 -0.02668300 -0.02668300 -0.00498440 0.01558700 -0.88758000 -0.00526100 -0.00526100 -0.00778810 -0.00778810 -0.00526100 -0.00526100 -0.01298900 0.00069327 -0.01699600 -0.00866070 0.01349200 -0.01183300 -0.01183300 -0.08850700 0.01056400 0.01056400 -0.01917700 -0.01917700 -0.01917700 0.00000000 -0.88395000 -0.00592580 -0.00747200 -0.88171000 0.82960000 -0.88897000 0.01488800 0.02707600 0.02707600 -0.00429290 0.01056400 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 NA 7.157863 10.478998 12.849741 11.122759 10.523128 10.687272 4.716157 9.813718 6.809940 NA 5.189228 6.949277 10.144424 10.627349 14.198319 4.085697 11.307834 8.562958 8.668519 6.574881 10.687272 -1.349971 11.196963 8.123774 9.038904 6.404956 8.103339 7.245102 8.121744 4.556957 7.804811 5.391534 7.523513 9.409957 9.839893 7.916855 3.556957 2.650075 4.109503 6.604266 7.007620 11.453386 12.008582 12.224189 8.910988 10.014203 11.397213 9.740181 10.870447 10.888772 11.449957 3.116049 12.524954 9.038086 10.804887 13.800839 10.205137 5.042386 11.583759 10.2546219 10.8719578 12.6497164 3.1094943 11.2401878 11.1429232 14.4845382 6.5509361 9.5410927 9.6876156 13.0616458 9.9494999 7.2425253 10.3548369 10.5973403 11.3222729 9.6479538 9.9285181 8.4016125 11.6591974 11.3980518 9.1568721 9.8143471 6.6387530 6.4444849 11.3866820 0.2349917 -1.3499708 9.1278270 9.4107886 11.5841280 11.3822361 11.8923496 11.3900602 11.5142548 9.7161579 -0.3499708 4.4314291 8.3712705 8.7844948 11.6465421 11.5715377 2.8979955 10.7774182 10.8033040 10.8108854 11.6280640 10.6479538 9.7780630 9.8281109 7.7481009 10.6039013 0.9720309 NA 8.0742351 8.7428918 10.1323724 8.6316358 11.5717236 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 5 NA NA 3 4 3 3 3 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 NA NA NA NA NA NA NA NA NA NA 11.58307618 NA 10.76449578 NA 2.81188200 10.87479159 3.87601591 9.08207611 8.83526313 16.82350735 8.00171162 7.30082202 7.89741954 0.67437025 9.67325571 9.05289486 6.11951389 5.29496989 11.53640071 9.30155244 1.52235712 3.74477465 NA 6.81598011 11.61953447 NA 10.60482497 10.58157449 10.42291163 0.35241956 3.10733636 9.61968664 NA 14.05086147 9.09728896 9.07341779 11.14910329 9.08377422 5.85230103 10.96624472 -0.06265561 NA 12.71487853 9.38931577 6.43460488 10.71522098 2.98530004 11.77215211 5.66533876 -0.06265561 0.35241956 3.10733636 0.35241956 14.98032706 15.54450517 12.53996196 9.42927073 13.62603231 0.35241956 -0.06265561 6.08716579 11.39154563 10.57404236 11.47350303 10.24271956 2.93741973 12.46097969 17.35864980 13.87773133 3.84430530 0.67437025 4.13381831 11.00955034 NA 9.30009214 5.96716400 11.35336542 10.84079751 9.72205252 14.37451956 9.62566812 5.03895410 3.84430530 10.79410260 -1.64746744 9.32901929 11.89447743 12.21702831 11.81444620 11.86210655 NA 8.76502514 12.06143131 9.23050614 NA -0.64746744 7.55898161 6.08037626 5.36368273 10.05938286 11.72436796 10.27875121 2.93741973 -0.06265561 8.02311172 -1.64746744 9.35527026 8.10567179 12.44546006 10.52488271 10.17979790 10.99021220 -1.64746744 3.93741973 13.29079433 9.09560669 11.05311168 9.34892861 11.01729804 10.43553223 5.86025021 11.05311168 5.19794400 1.67437025 11.46048958 9.15658622 12.75340136 10.69896896 8.88383675 11.72586417 3.93741973 9.89951357 9.18929457 -1.64746744 10.09560669 2.87601591 0.01642500 -0.30627000 0.58757000 0.58829000 0.37265000 -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 0.26608000 0.26608000 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 -0.33687000 -0.00221680 -0.00221680 -0.00221680 0.37265000 0.37265000 0.37265000 -0.00940460 -0.32809000 -0.03217800 0.21991000 -0.00664320 -0.00664320 0.14132000 0.14132000 -0.32874000 0.10526000 -0.33248000 -0.00771510 -0.00470790 -0.32344000 0.01824300 0.01824300 0.30186000 -0.33376000 -0.33376000 -0.01050800 -0.01050800 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 NA 7.8916142 10.3318804 11.8486849 11.2892772 10.3549187 10.3243939 2.8760159 10.4713963 3.9963074 2.9963164 3.9374197 9.3858781 11.3439771 11.0023850 13.1416322 3.6815842 11.5467504 7.8838364 9.2580379 9.8005715 10.3243939 -0.6474674 10.5695041 6.1662374 9.1633161 6.9818116 9.2779947 9.0745284 6.3692641 0.9374197 7.2228200 5.7011831 8.1565862 10.2343339 9.9142205 7.3211218 2.0529027 2.1598229 0.3524196 9.7834305 9.7361595 10.7522592 12.5048193 9.9199361 8.7100074 10.4855974 10.8387875 10.5006140 11.6629260 10.9804450 11.6152841 5.1700773 11.8944774 9.1670377 11.0095503 12.8408766 11.4568902 2.3524478 10.9187471 10.133815 11.127036 11.775440 2.811882 11.965784 10.185741 14.738736 9.771362 9.023996 8.777671 13.049857 10.364765 8.235098 11.141987 9.583076 11.536401 11.533141 10.244239 10.483348 12.714879 10.715221 10.086318 9.429271 4.795398 9.795917 13.877731 NA 1.811882 9.956082 9.873074 11.814446 11.862107 11.220313 12.061431 12.186630 8.832236 NA NA 9.580294 9.787438 11.705188 11.130532 3.352462 9.355270 11.376729 10.990212 11.910637 10.805983 10.639590 10.241959 7.621582 10.030175 7.828189 3.210436 9.541662 10.791315 10.382433 10.159810 10.865689 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 & neck squamous cell carcinoma 90 NA 2 white not hispanic or latino 2 4 NA NA 3 2 3 3 3 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 NA NA NA NA NA NA NA NA NA NA 9.9135519 6.0197620 11.4023432 3.5965536 5.5633839 10.4654198 4.6814380 5.1067461 7.9184787 15.4764872 8.1483459 7.5800626 7.8785856 NA 9.1483462 8.9773724 5.4710183 2.0116030 11.0801220 9.3103797 1.7220725 5.2800766 11.0268763 6.5465102 11.6939442 NA 11.0676098 10.0177228 11.0392427 NA 4.4101375 9.2742978 5.1067461 12.8048218 9.0500083 10.6114738 11.6038751 7.9444737 6.3723358 11.5466866 1.7220725 -1.4477213 13.4188557 9.0806105 -1.4477213 11.1885544 6.9569569 12.7111604 5.4101375 NA -0.4479181 1.8740887 -1.4477213 14.1210625 14.1693141 12.6333069 10.7698112 12.8051913 0.5521803 12.9869149 5.6289719 9.2978306 9.1124893 11.4186626 9.7959254 NA 16.2925630 16.8616372 10.5577809 4.2245806 2.8000819 0.8740494 12.0793890 -1.4477213 7.7664752 3.8000819 11.2924726 10.6468938 11.0884036 15.2108699 9.7773638 4.9271948 4.8559349 10.3082957 2.4590381 10.1077041 12.6491753 11.2906709 10.7911581 11.5210031 -0.4479181 8.9794692 10.9498310 8.9412498 NA NA 7.5127089 5.6396200 6.3137084 9.3236459 11.2908820 10.3306442 4.1067419 0.5521803 6.4887945 -1.4477213 10.6939442 9.3691399 12.8316218 11.3267375 10.3448206 10.7655644 -0.4479181 1.3595212 12.8794283 8.2612403 11.4211718 9.0569753 10.1901396 10.0270233 7.1333570 10.3041188 5.2664005 3.5521557 10.1182105 7.5521565 11.6045546 10.4526459 8.0619311 13.3031773 1.1371100 8.3964070 8.5745243 NA 10.4109145 0.5521803 -0.1032900 -0.1184800 0.0698120 0.0000000 0.0000000 -0.6530500 0.6728900 0.0503920 0.0539480 1.8796000 0.0370760 0.0713910 -0.6912400 -0.6483700 -0.6483700 0.0630800 0.0111210 0.0111210 1.3828000 -0.0098185 -0.6732500 -0.6732500 0.0232860 0.0813220 0.1108100 -0.6314000 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 -0.0089906 -0.0171160 -0.0171160 -0.0268190 -0.6565000 0.1020500 -0.6236000 -0.6673500 0.0454240 0.0454240 -1.2929000 -0.6483700 0.0161460 0.0349590 0.0349590 0.0607940 0.0111210 0.0116790 -0.0116110 -0.6732500 -0.6732500 -0.6899900 -0.6646700 0.6885000 -0.6649000 -0.6649000 -0.6857900 0.7629300 -0.6614200 0.0821880 -0.6999500 -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 0.111 -0.551 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 0.111 -0.551 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 NA 7.568965 10.444320 11.865323 9.908058 9.715806 10.904752 1.137110 10.856222 7.842175 1.359521 3.410138 5.628972 11.477525 10.194208 13.208246 2.992442 11.762828 9.271545 8.636327 5.607440 10.904752 1.874089 10.070810 3.909706 8.824798 3.909706 9.214825 8.099340 5.471018 2.137110 6.340058 1.137110 7.696815 8.240407 9.351438 7.867306 1.722073 2.552156 0.137110 5.122010 11.785776 11.537995 12.206345 10.579026 11.434226 11.386627 12.287924 7.615552 11.505989 8.599280 11.151837 4.178300 12.649175 11.231417 11.276244 12.830768 12.937075 3.800082 11.874366 10.871828 11.141808 11.620263 2.252597 11.103144 11.020526 14.877320 9.464297 9.673042 9.568965 12.332389 10.617909 8.839869 10.572435 9.785776 11.080122 10.532653 9.281777 6.751829 13.418856 11.188554 9.626298 10.769811 6.639619 5.166868 10.557781 5.181512 NA 8.828281 10.399214 10.791158 11.521003 10.630641 10.949831 11.875633 10.218380 6.970009 NA 9.564634 9.390304 10.235151 6.224582 5.307042 10.693944 12.115591 10.765564 12.309442 10.349007 10.855081 10.005941 7.689147 10.412467 1.359521 NA 9.412467 8.400106 9.353865 9.102903 11.406246 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 & neck squamous cell carcinoma NA NA 0 white hispanic or latino 3 3 NA NA 2 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 NA NA NA NA NA NA NA NA NA NA NA NA 7.2572935 NA 10.2800135 -1.3050752 2.8649686 9.9045043 6.6894040 3.7825134 8.3568292 15.7122725 6.8447986 6.9382246 7.8799263 NA 9.3079194 9.2958931 4.4902492 3.2800061 4.7394431 7.0033897 1.2800061 -1.3050752 5.7394458 3.7394485 11.0817218 3.5530287 10.6335279 10.5541974 10.4731280 NA 1.6950584 9.5506748 NA 13.7088534 8.4665403 9.7678536 11.2986773 10.5483605 3.6492476 12.2935688 -0.3048970 NA 11.4451298 9.1097361 -1.3050752 12.7197578 7.8769239 12.3244076 5.8035758 NA NA 5.4632366 -0.3048970 15.2544095 14.7600166 12.2081987 10.7758685 12.6869271 NA -1.3050752 3.6950473 11.1851497 9.7577717 10.6730463 8.7325979 NA 19.0679330 19.7037552 9.4092965 NA 1.0169954 NA 12.0606899 NA 6.8498692 7.9735005 11.2510205 9.8928820 10.4878412 15.6808373 9.4348315 -0.3048970 2.5024070 11.3300888 -1.3050752 9.7604671 12.0966492 7.3674759 10.1611275 12.2068036 NA 8.0526028 11.3619406 4.9045034 -1.3050752 1.2800061 5.9904988 4.5024070 4.0526072 9.5483605 9.6272657 11.4568099 NA -0.3048970 7.6780444 -0.3048970 11.6233843 8.6794695 13.8880757 11.6381152 9.8274221 11.4049963 3.1544860 4.4229730 13.6178212 8.1065619 11.2668036 7.7557469 9.7921218 10.4021254 10.7584460 11.1616373 2.7825134 0.6950139 10.1854005 9.6397631 11.7130772 8.7904479 8.7705301 11.8549223 1.6950584 9.0588790 9.1086789 -1.3050752 11.6272657 0.2800061 -0.0023553 0.0020805 0.2775800 -0.0034627 -0.0034627 -0.0092666 -0.0092666 0.4816500 0.4816500 -0.4784700 0.4385100 0.4347900 0.0061090 -0.0055375 0.0098077 0.0105640 0.0090312 0.0090312 0.0069435 0.0069435 0.0081959 0.0081959 0.0034687 -0.0100940 0.0090312 0.0090312 0.0224440 0.0263730 -0.0084385 -0.0084385 -0.0076101 -0.3178600 -0.0228810 -0.2348400 -0.0091286 -0.0091286 -0.0091286 0.1173500 -0.0099565 -0.0099565 -0.0099565 -0.0099565 -0.0232240 -0.0034627 -0.8074900 -0.0070576 -0.0092666 1.0825000 -0.3128400 -0.5210900 -0.0055375 0.0098077 -0.0269880 -0.0091286 -0.0091286 0.0090312 0.0048579 0.0069435 0.0081959 0.0081959 0.0000000 0.0064890 0.0034687 0.0157270 0.0157270 -0.0100940 0.0162860 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 NA 7.1626562 9.7891287 12.1115846 11.7781978 10.9942590 11.2100115 4.3097583 11.1207914 3.7394485 NA NA 8.1929028 10.1426508 10.3528160 13.4661277 5.6714151 11.9925404 9.4067180 9.2586857 4.5024070 11.2100115 -0.3048970 10.8941098 3.1544860 9.0233557 7.0959307 10.2762516 6.8473355 4.9988318 -0.3048970 7.7555846 6.6894040 9.8068386 8.1848991 10.0911205 7.7557469 3.0169776 0.2800061 NA 7.859958 11.612796 12.591376 11.868260 11.780357 8.039347 10.780191 10.822078 8.371008 10.749994 5.695050 10.814641 4.822271 12.096649 8.624309 9.863096 12.593971 7.695051 3.280006 8.800959 10.2544280 11.9497843 10.8422559 0.2800061 11.2972858 10.8139920 15.3097865 9.6183785 9.0830681 8.4599225 12.1957684 8.4756893 7.5088319 10.3928873 8.2968217 4.7394431 11.3791421 8.2800135 5.3954913 11.4451298 12.7197578 10.3692432 10.7758685 5.5776947 4.9238718 9.4092965 NA NA 9.4339876 7.0873684 10.1611275 12.2068036 11.4819332 11.3619406 11.3465512 9.3815514 -1.3050752 NA 10.3344957 6.0526028 9.1869041 6.7062777 1.8649686 11.6233843 11.7454098 11.4049963 12.2879751 10.4080078 9.9483075 8.5136333 6.1044415 10.6769749 NA -0.3048970 1.2800061 6.8339881 10.3079195 10.1798739 10.2879752 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 & neck squamous cell carcinoma 80 NA 3 white not hispanic or latino 2 2 NA NA 3 2 2 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 NA NA NA NA NA NA NA NA NA NA 6.8947850 NA 10.5450395 -1.4449692 1.1399278 11.3628941 8.2674623 4.9124870 8.7741041 13.2002562 8.0467884 7.4945148 7.5264789 NA 9.1247911 9.7843551 5.8270518 1.1399278 10.9286163 9.0337052 -0.4449692 0.1398624 7.0940946 4.5993297 11.4633281 -1.4449692 10.7273630 10.8547158 9.8316415 -0.4449692 1.8768803 8.2384215 NA 15.3298769 7.0266109 10.0872817 11.2080045 8.6463708 4.8587171 11.2581902 1.3622735 -1.4449692 13.4853956 8.6115734 -1.4449692 11.2800887 11.1114032 12.6649293 8.0647104 NA NA 3.9472547 2.2553799 11.8924083 12.1037550 12.5861197 10.3929576 13.1609936 -1.4449692 4.9299756 2.0143553 11.0268646 9.4527809 11.5747000 10.2631572 NA 17.3949204 18.4529020 7.7546076 NA 1.3622735 2.8768607 11.8067137 NA 6.1696445 3.0143731 11.0819946 10.4941474 10.3210503 15.0214103 9.6257273 4.0784988 3.3622875 11.0490410 0.8768803 10.0819237 13.5399987 7.8310602 9.0726048 11.5255807 NA 8.9675053 7.3878252 7.4527807 NA NA 6.0155957 7.4797479 5.8587171 10.0612431 9.8700851 9.8880908 5.4375773 3.7643886 7.2794490 NA 9.9653868 8.8824881 12.5073127 10.5535259 9.1430691 6.2202719 NA 0.5549326 12.5834459 9.3022893 11.3284868 6.7298613 10.7163224 10.2859999 8.9515403 8.0102629 2.1398951 1.8768803 10.9653868 7.4558023 11.4994645 9.9278005 8.7981095 11.6526385 2.6424012 9.5099096 9.9659167 NA 9.7040475 0.8768803 0.24126000 0.25777000 1.46700000 0.60034000 0.00097064 0.00144680 0.00144680 -0.00022349 -0.00022349 0.58524000 0.58524000 1.44260000 0.00610900 0.00610900 -0.00940120 -0.65799000 -0.01623600 -0.01623600 0.00875280 0.00875280 0.03270400 -0.66374000 -0.00498440 -0.00595220 -0.00857660 -0.00857660 1.18750000 0.00458000 0.00000000 0.00000000 0.00000000 0.25777000 0.25777000 -0.67967000 -0.01133500 -0.66984000 -0.66984000 -0.66984000 -0.00484610 -0.00484610 -0.00484610 -0.00484610 -0.05118100 0.00097064 0.00097064 -0.68815000 0.00144680 -0.00022349 -0.00022349 0.58524000 -0.00498440 0.62916000 -0.00526100 -0.00774820 -0.00401620 -0.00041585 -0.01623600 -0.01243800 -0.67002000 -1.18480000 -0.00138580 0.00458000 -0.00443120 -0.00465860 -0.00465860 -0.00595220 -0.00595220 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 0.106 0.743 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 0.106 0.743 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 NA 7.1842922 11.0174377 10.6693285 10.9149595 9.5773032 11.2106898 -0.4449692 10.5236022 5.8217230 -1.4449692 3.3098165 7.3297228 10.7053175 10.5314996 14.2130354 2.5044679 11.4880728 10.2005939 9.0266919 4.3362977 11.2106898 2.4618167 10.9499340 2.2553799 9.3248394 3.3098165 10.1965357 7.4627575 4.4375806 9.5271972 7.7643886 3.1398951 6.6047845 7.2794490 9.2501639 8.1076047 NA -1.4449692 NA 4.724863 11.097242 11.135896 11.375713 10.897010 8.223820 10.625056 11.942953 7.449753 10.673228 5.154846 10.941876 5.166551 13.539999 9.705952 10.927256 12.755947 11.437196 3.198793 10.836865 10.2127005 11.1569383 9.9445668 0.1398624 11.3917749 10.1942762 14.8016557 10.0025353 9.5329309 9.0467887 12.6940071 10.3061740 9.2247064 10.4318323 10.4279951 10.9286163 10.5261198 10.0730968 8.0979673 13.4853956 11.2800887 10.0974837 10.3929576 6.9429531 5.0143687 7.7546076 NA NA 8.6777633 8.3181478 9.0726048 11.5255807 10.9590126 7.3878252 11.8081920 9.5605600 1.5549326 NA 9.1137101 8.5163852 8.8757361 8.0123161 3.5993297 9.9653868 11.8820670 6.2202719 12.8103329 10.7422875 11.1842921 7.6075034 8.0164150 9.8223074 NA NA 6.5828420 7.4538394 10.0868042 9.9493982 11.7100699 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 3 4 3 3 3 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 NA NA NA NA NA NA NA NA NA NA 9.7672468 NA 10.6294941 0.1741507 2.3965705 12.2095388 1.5891882 8.4125715 8.9312791 14.6620488 7.3606935 8.1946840 7.3340381 NA 9.0639243 8.3672815 6.1952767 6.2112556 11.5612867 9.5877948 1.3965431 6.8035241 6.9066165 11.2794207 11.4419290 NA 9.6546205 10.4057881 11.1447522 NA 3.6335940 9.6549976 -1.4108118 12.9914171 8.7666240 9.2391610 11.5985082 8.0445318 5.5199413 12.1535921 3.2330597 NA 11.3611065 9.2221996 5.3573901 12.5896446 2.9111355 11.9622055 5.4471857 NA 0.9111163 3.6335940 1.3965431 13.3155822 13.9145306 12.6228855 9.3120119 13.5459435 NA -1.4108118 5.3171231 9.8711344 9.5828505 11.2080487 10.3779227 1.5891882 14.1481930 16.6560504 11.8999592 NA 2.1741827 2.5892122 11.8455605 -1.4108118 8.5184628 4.7986571 11.7823663 10.8204256 10.0840600 14.7491348 10.0248747 2.6766736 7.2861724 10.8743176 1.3965431 9.5412176 12.8262463 11.6122656 12.0038896 12.7460775 0.1741507 8.8264144 11.7474985 2.0486198 NA -1.4108118 6.6335983 7.1552584 5.2896427 9.1571605 9.5140169 10.1960723 2.9111355 4.3440899 8.3239140 NA 11.1528773 7.6951127 13.5866926 11.4712742 10.0484158 11.5497494 NA 4.5434031 12.9503943 8.2420494 11.0204408 10.6298366 10.8237075 10.4745195 5.1891169 9.8542334 4.7790285 2.5892122 10.5600293 7.9533392 11.9887494 10.2594180 8.2112561 11.1564475 1.9111163 9.0839101 8.7402209 -0.4108118 10.6139978 0.9111163 0.00000000 -0.01257600 -0.00539920 0.56739000 -0.00277070 -0.00180140 -0.00180140 -0.00359530 -0.00359530 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 0.01535500 0.01535500 2.05890000 -0.07333600 0.01992300 0.00541390 0.00541390 -0.01257600 -0.01257600 -0.01257600 0.01181800 0.01181800 -0.70828000 -0.00539920 -0.01009400 -0.01009400 -0.01009400 -0.02257900 -0.02257900 -0.00277070 -0.00277070 -0.00069303 -0.00180140 -0.00359530 0.00263570 0.01167900 0.02791900 0.02791900 0.00458000 0.00458000 0.00458000 0.01447000 -0.70523000 0.00291330 -0.01670400 -0.01670400 0.00458000 -0.70684000 -0.63263000 -0.68815000 -0.68815000 -0.69712000 0.07671000 0.03045100 -0.00595220 -0.00539920 0.05679800 -0.04034500 -0.06343500 -0.07333600 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 NA 7.5050835 10.5024679 12.0955120 11.5067629 10.4889389 10.2312561 1.1741507 9.7068475 5.8559897 1.7591132 2.4961044 8.0321477 10.5902607 11.4083856 14.5552817 3.5406101 12.2187887 9.5050839 9.3347106 7.6846014 10.2312561 NA 10.4327329 7.0362879 8.8643861 6.6390527 9.3944162 9.0457231 3.4960916 0.5891882 7.6739062 6.5607486 7.6363281 10.1103140 8.9996556 8.5521004 2.9111355 0.1741507 NA 7.192830 10.323914 10.321787 13.162792 12.875329 8.032148 10.626751 11.458991 8.931279 11.036546 7.869975 11.963157 5.408233 12.826246 11.043761 11.157398 12.877368 10.583911 5.589203 10.693803 10.3598682 10.9747972 11.5833810 4.6977293 12.0370625 10.6680223 14.0272139 7.0238331 8.5506541 9.4526164 11.6584863 9.9317014 8.1437934 9.9970033 9.4013817 11.5612867 11.4479625 11.0664567 9.4595691 11.3611065 12.5896446 10.0989794 9.3120119 6.4595693 8.5607478 11.8999592 0.9111163 -1.4108118 10.0086380 8.6349642 12.0038896 12.7460775 11.6138247 11.7474985 11.8054955 8.8010927 0.9111163 -1.4108118 9.3368352 8.6442565 10.8737393 10.0017742 4.3171231 11.1528773 11.8420176 11.5497494 12.8764839 10.6706878 9.9874137 10.1909752 6.8884121 10.0001857 6.4284088 2.9815239 10.8282062 10.5296244 10.8612509 10.2411530 12.2566486 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 & neck squamous cell carcinoma 40 NA 0 white not hispanic or latino 2 2 NA NA 3 2 3 2 2 3 0 4 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 4 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 7 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 2 7 0 0 4 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 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 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 2 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 2 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 8.045246e-06 2.739545e-06 7.96178343949045 13.6942675159236 12.1019108280255 41.4012738853503 24.8407643312102 6.0338723 NA 11.0629940 1.4792823 -0.1056285 9.3237288 7.2207517 4.5947635 8.9055492 15.2836291 6.6425153 8.9249891 7.2650092 NA 9.3517027 11.3442444 5.1231406 1.2162376 2.8943133 8.6102841 0.8942939 NA 1.8943327 3.2162531 9.7662271 NA 10.5117894 10.3037128 10.8038400 0.8942939 1.8943327 7.5939289 NA 13.1578112 5.3037114 10.6119812 10.3511897 6.9441709 3.1422500 10.9607475 0.8942939 0.8942939 10.3414052 8.4698612 -1.1056285 12.1768312 8.0660994 10.6517120 7.0890786 -0.1056285 NA 3.6492131 3.6492131 15.1046318 15.4343142 13.2803191 10.5372762 11.4748161 NA NA -0.1056285 11.4970208 8.2930656 11.4809272 9.3058328 NA 17.4139495 17.3898994 8.9684635 5.4334803 NA -1.1056285 12.0399357 -0.1056285 5.2341717 2.5947635 9.1876787 9.6740413 11.7985802 13.6473819 10.1906646 5.3537538 4.0642448 11.9768036 0.4793341 9.5245891 13.0478700 10.3670128 9.7350999 10.3598883 NA 9.3971537 9.1098549 5.8601062 NA NA 7.2630034 7.7891397 3.4792823 7.7303723 9.4886466 11.4203320 4.1422500 NA 2.2162376 NA 10.2720748 5.9923538 13.3627550 12.0357905 8.9090818 11.3163867 -1.1056285 1.7016821 13.4609112 8.2780261 11.2847596 5.0028465 10.2190650 9.6483743 6.6492087 7.4257035 1.7016821 1.2162376 7.3455330 8.0890786 11.0165028 10.1733521 7.9249888 10.6862987 3.0642448 9.6188359 7.9387163 NA 10.4575182 NA 0.1983200 0.0515300 0.4317600 0.0620800 0.1172900 0.1557700 0.1557700 0.1125700 0.1125700 0.3891200 0.3891200 0.4358000 1.0403000 -0.6738900 0.2935800 -0.2914200 -0.2820400 3.6569000 0.1550200 0.1335900 -0.2736900 -0.3186700 -0.2956800 0.0414390 1.7560000 -0.1583500 -0.0461740 -0.0545550 -0.0362650 0.0210900 0.1231700 0.0178240 0.0178240 0.0515300 -0.3291300 -0.4108000 -0.4311600 -0.4311600 -0.8126900 0.0960890 0.8996900 -0.6891500 -0.6891500 0.1349500 -0.3100300 -0.4314400 0.1533800 0.1125700 0.1125700 -0.5659500 -1.2929000 -0.2914200 -0.7519300 -0.2986600 -0.2686200 -0.3018100 -0.3023300 0.1124200 -0.3195200 -0.3195200 0.0000000 -0.0552290 -0.2885700 -0.3587400 -0.3587400 0.4312500 0.0048579 -0.1583500 -0.0116110 0.6320700 0.0983060 -0.0802110 -0.0690640 -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 NA 7.0988932 10.1963895 12.2427735 11.4031071 10.0171500 11.6092113 4.9817842 11.4993384 3.3537467 NA 3.6492131 7.0338734 7.9332410 11.0909241 13.7005191 3.7388111 11.6715772 8.7445086 8.7919404 5.3037114 11.6092113 -0.1056285 9.5738021 5.2693624 10.8112277 4.1037746 9.4295973 8.2505978 4.1422500 12.5996303 2.8943133 3.9817887 6.2866391 7.0541930 10.9573799 7.4830362 -1.1056285 6.9496038 -1.105628 4.479282 11.084764 8.623943 8.195818 11.744704 8.727212 10.126743 9.926368 8.028748 9.938033 5.801213 10.972473 4.168586 13.047870 10.322682 9.723252 13.907070 12.347721 4.848518 9.452743 11.4629906 11.6596080 10.5520870 NA 10.7708389 10.9135651 14.1286832 6.2252383 8.9976097 7.8801639 12.1222386 9.7290063 9.6583641 10.1762520 10.7421623 2.8943133 10.1779890 9.7716060 6.8886751 10.3414052 12.1768312 10.0100158 10.5372762 7.7429447 5.8012130 8.9684635 1.2162376 NA 8.5291330 7.8601062 9.7350999 10.3598883 11.2402815 9.1098549 11.1240420 7.3781379 -1.1056285 -0.1056285 8.8325635 9.5825722 8.1866437 9.4905118 1.8943327 10.2720748 11.3550338 11.3163867 14.2832473 12.0077385 12.1345170 7.9897192 8.5435782 10.3629460 0.4793341 1.2162376 6.8368368 7.8100517 10.0872312 8.5685140 10.3527285 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 & neck squamous cell carcinoma 5.1 1961 44 white not hispanic or latino 2 4 NA NA 1 2 1 3 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 NA NA NA NA NA NA NA NA NA NA 10.6787321 -1.5619201 11.3824699 4.3686776 3.6078629 9.3841161 5.7777905 5.4152212 9.2052977 14.9445428 8.0172566 6.8850240 9.3470838 0.7598376 9.3745787 8.9925297 5.8888212 3.3921388 5.3083063 9.4223592 4.1928254 3.7233401 10.8116216 7.2549247 10.8449429 0.0229004 10.5568818 10.2229846 10.9174685 3.3601395 4.7047281 9.2342726 4.9615029 13.1787229 8.6607358 9.5971814 10.7863923 9.4400525 8.5451579 9.6894232 5.3327581 3.3448285 11.2684560 7.7710959 NA 9.6775392 4.9615029 10.5806860 7.3863083 NA -0.5621331 3.2452979 0.0229004 15.3713317 15.3361541 12.7017235 10.4205779 11.8719174 NA -1.5619201 2.5253924 9.7542223 8.4796000 11.5731691 10.0718442 NA 14.9411920 15.0926048 9.9561021 1.7598802 2.8973760 4.8808863 11.5415565 1.7598802 7.9417666 1.7598802 10.3517165 9.9382848 11.2110800 14.9317962 9.1978290 8.5838729 4.6078629 11.3579214 0.4379734 9.7035558 13.1340107 10.3202017 10.6446499 11.2795051 NA 8.4008368 10.8173191 9.3113848 -1.5619201 NA 7.2303731 8.3701556 6.6128670 10.3716314 8.8725690 9.9477158 7.1174208 1.8973566 7.4351202 NA 10.9457354 7.1314279 12.6431995 10.6962123 8.7549690 9.8937817 2.3448285 2.2452827 12.7337815 9.2217575 11.7726331 8.2274744 9.8500660 10.1465936 6.0378544 10.2436847 5.2959213 2.6858729 10.1894848 8.0997186 11.5859406 9.4058875 9.8080833 10.9362914 3.7954968 9.7053127 8.0581606 0.0229004 10.2656804 0.0229004 0.0046678 0.0046678 2.6599000 -0.5501500 -0.5501500 0.0086135 0.0086135 0.0150280 0.0150280 1.5625000 0.0179630 0.0126550 -0.5618600 -0.5618600 -0.0297210 -0.0982860 -0.0056757 3.6569000 0.0019884 0.0019884 -0.5204100 -0.5204100 0.0352420 -0.0393940 0.0162860 0.0176840 0.0341130 -0.1988700 -0.6397900 0.0036076 0.5320400 0.0046678 0.0046678 -0.0105080 -0.5650500 -0.5655500 -0.5655500 -0.5655500 -0.0814720 -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 -0.0052277 -0.0052277 -0.0056757 -0.5707300 -0.0291750 -0.5658500 -0.5204100 0.0447150 0.0207630 -0.5332700 0.0054139 0.0054139 -0.6123000 0.4039400 -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 0.522 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 -0.202 -0.202 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 0.522 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 -0.202 -0.202 NA 6.8808838 11.4876192 11.1200576 11.1978290 10.5520084 10.5445037 2.2452827 11.3581075 9.3957682 2.0229004 6.0452704 6.3921371 11.2935880 10.1288117 14.5580976 4.5550124 12.2280856 9.4400525 9.7383791 5.2581194 10.5445037 0.4379734 9.9009542 2.7598589 8.5645420 5.8302579 9.7877196 9.0100914 6.4768596 1.7598802 4.7047281 6.7553536 8.6473940 10.3482087 9.7181316 7.8642053 1.7598802 7.8281098 -1.561920 4.245298 9.838287 9.793842 9.458226 11.180461 11.593075 10.133604 11.835482 7.314458 10.478231 7.649829 10.556557 5.608067 13.134011 7.975159 10.877512 12.756927 13.138651 1.759880 11.534491 11.4542267 11.7072136 11.3824699 3.6078629 10.1435731 10.6268386 14.1005777 8.0636496 9.5006615 8.4823348 13.0786376 8.4721344 8.0636496 10.8361500 10.1478862 5.3083063 10.9167104 9.3870379 6.5464654 11.2684560 9.6775392 11.5990727 10.4205779 6.3979433 5.0378522 9.9561021 3.6858729 0.4379734 8.8473318 12.1189595 10.6446499 11.2795051 10.9182261 10.8173191 11.1825644 7.9096159 1.6078629 -1.5619201 8.8795673 7.5144087 10.3110003 6.4877886 5.4713631 10.9457354 11.7431476 9.8937817 11.6709612 10.3760502 10.3833846 9.3289650 9.7576129 9.1165410 0.0229004 0.0229004 7.7325616 8.6952934 9.7105706 10.0252495 11.0745654 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 & neck squamous cell carcinoma NA NA 0 asian not hispanic or latino 1 1 NA NA 1 1 2 1 2 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 NA NA NA NA NA NA NA NA NA NA 8.2759927 NA 10.6656290 NA 3.4485310 10.4068823 1.8111011 4.3416229 9.2336388 17.7086271 6.1006140 7.0248859 8.9799182 NA 9.7099600 9.6084080 4.6855758 5.5953783 6.0505735 9.0537516 2.2261386 NA 5.0505713 9.5045938 10.9622643 1.9631042 11.1445107 10.6443483 11.0302753 -1.3588239 4.1647461 9.8262741 NA 15.6909665 8.7126443 9.0377866 11.4213114 7.3241760 4.7704644 11.7682089 3.6855814 NA 12.4032523 10.0334993 0.6411761 12.1184341 6.3968034 11.8129841 7.1006129 0.6411761 NA 4.6184619 0.2261386 16.4855746 16.9749187 12.2181384 10.5652520 12.3802240 NA NA 3.2261386 11.8070309 9.6876238 11.5600450 9.7915637 -0.3588239 17.9685182 19.0545855 11.0592979 NA 0.9631042 0.2261386 11.4647481 NA 7.8408541 3.3960636 10.7948921 9.7213332 10.2800701 15.1462490 9.4233609 5.8210903 4.2850396 11.1350372 1.2261386 9.8266767 12.7399475 7.4549630 9.5645093 10.6080477 NA 8.3994048 11.1327844 6.4225408 1.6411761 4.4740726 5.9814760 5.3416229 5.6184619 10.0425947 8.9323524 9.8248172 1.2261386 NA 5.1647420 0.6411761 11.5822294 8.1189400 13.0592320 11.2746311 10.3884056 11.2689436 NA 1.8111011 12.6177459 8.7072711 11.5175069 9.1764572 10.0861966 10.0820510 13.4074519 11.4064679 0.2261386 2.7286389 8.7018779 9.4913687 11.9678921 9.9692957 9.3537088 12.1767002 3.3960636 9.2336108 9.0420612 NA 9.7470903 -0.3588239 0.00000000 0.00000000 0.40994000 0.00263570 0.00069327 -0.00539920 -0.00539920 0.00763920 -0.01298900 -0.02603000 0.39380000 0.39564000 -0.38884000 -0.38884000 -0.38884000 0.41379000 -0.00304750 -0.00304750 0.00194180 3.03820000 -0.00392570 0.00681650 0.01112100 -0.01975300 0.00972760 -0.39941000 0.38204000 0.01405100 -0.00332430 -0.00548200 -0.00548200 0.00000000 0.00000000 0.00000000 -0.41575000 -0.41575000 -0.41575000 -0.41575000 0.03242200 0.02606400 -0.02862800 -0.02862800 -0.40749000 0.00402430 0.00402430 0.00402430 -0.00539920 -0.37775000 -0.38560000 -0.41410000 -0.38884000 0.03228100 -0.02753500 -0.30510000 0.00166420 -0.02780800 -0.00304750 0.01098200 -0.01077100 -0.00392570 -0.00304750 -0.00304750 0.01112100 0.01000600 0.01000600 -0.01975300 -0.01354000 -0.39941000 -0.44642000 0.32705000 0.00624810 0.01642500 0.01642500 0.00750000 -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 NA 7.4355978 9.9782461 11.9709781 11.2345729 10.2275525 10.2331716 6.5053686 11.0281220 6.9126451 -0.3588239 2.2261386 6.9449627 9.9196312 10.6794149 13.4385900 2.1032291 12.0886525 9.5495745 8.7593832 4.9449615 10.2331716 2.1006077 10.8840582 3.5480667 8.6277064 6.8985699 10.6130845 8.2561124 3.6411761 NA 5.6524091 3.8891133 9.1996024 9.4509500 9.5533227 6.9403900 -0.3588239 4.4485376 NA 6.954065 12.372289 10.806400 10.023806 10.797581 7.483532 9.589549 12.490294 9.088265 10.939531 6.884356 12.869925 5.049722 12.739948 8.176457 10.809540 12.094286 6.691030 1.448531 10.168170 11.2275525 11.7439777 12.0163570 0.2261386 11.0540163 10.6130845 13.9816498 9.4937114 8.5570612 8.6055225 12.0376528 8.2831791 8.6369490 10.7015400 9.4307153 6.0505735 10.6739163 7.6773553 6.5115471 12.4032523 12.1184341 11.1252494 10.5652520 5.2850396 6.1647440 11.0592979 -1.3588239 1.2261386 9.5352415 12.3476778 9.5645093 10.6080477 11.5984652 11.1327844 11.1866290 9.7523174 -0.3588239 2.7286389 9.5268552 8.2143934 10.8923683 5.7909284 5.3136087 11.5822294 11.8904434 11.2689436 12.1443864 10.6390669 10.6062446 8.8627691 7.7099599 9.0334993 1.6411761 -1.3588239 2.4485310 8.6179607 9.5488236 10.2242646 9.6026315 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 & neck squamous cell carcinoma 50 1955 NA white not hispanic or latino 2 1 NA NA 4 1 5 1 1 1 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 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 1 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 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 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 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2.462123e-06 1.213723e-06 19.6261682242991 40.1869158878505 6.54205607476635 16.8224299065421 16.8224299065421 12.0830856 NA 10.7855600 4.9505197 6.2907469 10.5168145 4.6053817 8.3325665 8.6673915 15.3201845 7.2662937 7.7042675 7.7534809 3.8553619 8.8430118 8.2877124 5.4833902 6.6905498 3.5658530 8.2161075 4.6438562 1.3959402 10.9567391 12.2228743 11.0357216 -0.6040598 9.8767189 10.1306383 10.2808623 NA 5.9505174 9.0084101 4.7178573 12.8907843 10.2770427 8.7817911 11.6821976 9.2476776 8.0143140 11.5418608 5.9037228 -0.6040598 13.2470921 8.4860410 1.9809027 10.0271058 5.4093909 12.1017770 7.4015528 NA 1.9809027 0.9809027 -0.6040598 14.5565868 14.8275944 11.9944860 9.9214494 12.4610082 NA NA 6.4293515 9.7545799 9.2539096 10.7507290 9.9846433 4.0397876 15.2967483 16.4090878 11.8972683 NA 2.9808844 5.5658530 11.6612507 -0.6040598 9.5161665 4.8553619 11.1033353 10.2647513 9.8997545 16.0059009 9.0736483 6.7882459 4.7534815 10.5795641 2.2032951 9.8367979 12.0236905 9.1805636 10.5322791 12.0379804 NA 8.6650555 10.4606714 6.6905498 NA NA 6.9041987 7.3846137 9.8295141 9.1118907 10.3501250 9.9705222 7.5354799 4.6053817 5.5456750 NA 10.7567758 9.3266661 12.5020008 10.5232782 9.8400843 10.7234813 NA 5.1238483 13.1646299 8.2724455 11.1817898 8.6223407 10.4660564 9.6591978 9.4740795 12.0397849 6.4071556 0.3959402 9.2755118 8.9253592 11.4512111 10.4252159 9.2048929 12.6250479 4.1508196 9.1158991 8.8817579 2.2032951 8.8491993 2.9808844 0.12800000 0.12800000 0.30937000 0.45820000 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 -0.04823000 -0.04823000 -0.01468400 0.12564000 0.23148000 0.21387000 0.21387000 0.12800000 0.12800000 0.12800000 -0.28049000 -0.28049000 -0.28049000 -0.28049000 -0.13497000 -0.13497000 -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 -0.00019236 -0.00019236 -0.12616000 -0.12408000 -0.12356000 -0.10854000 -0.10854000 0.03976100 0.03976100 0.10002000 -0.12265000 -0.12265000 0.04755200 0.04755200 -0.17255000 -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 1.717868 6.973358 11.114462 10.860985 11.475080 9.948598 10.421760 7.412737 10.728525 9.563347 1.395940 4.822195 6.847140 10.837317 10.503800 13.725305 3.819505 11.915811 9.046980 8.781187 6.879745 10.421760 NA 10.898760 6.779633 8.952780 6.988386 9.768794 8.619617 4.822195 12.764435 6.845407 5.177288 9.111891 9.627150 8.817993 7.530355 2.717846 2.980884 0.9809027 5.9505174 11.6053821 11.8284393 10.5614638 11.5977463 10.7644352 10.9096563 12.0918094 8.5733484 10.1297913 8.5507468 10.2577910 5.5680564 12.0236905 10.0198102 10.0261959 12.6830509 9.2016726 5.6053817 10.1204425 10.991186 12.058375 11.759516 2.855352 11.656848 10.552644 14.056086 9.188719 8.140762 9.361713 11.478743 9.151751 8.266293 10.086800 8.558320 3.565853 10.720109 9.089416 8.456625 13.247092 10.027106 10.472076 9.921449 5.150816 6.871663 11.897268 2.717846 NA 9.108456 11.905456 10.532279 12.037980 11.346120 10.460671 11.117882 9.064814 4.753482 2.565865 9.818183 8.829618 10.919981 6.407156 6.164112 10.756776 10.999555 10.723481 12.067912 10.242203 10.024374 10.207303 7.653317 10.058597 4.788247 NA 8.092896 9.911175 10.063927 9.891784 10.716165 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 & neck squamous cell carcinoma NA NA 1 black or african american not hispanic or latino 2 4 NA NA 3 2 3 3 3 3 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 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 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 0 0 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 6 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 0 0 0 0 0 0 0 7 0 0 0 0 0 0 6 0 0 0 0 1.768567e-06 6.935557e-07 18.0555555555556 20.8333333333333 4.16666666666667 27.7777777777778 29.1666666666667 6.9820809 NA 11.6985680 NA 2.5372961 9.2361936 6.8268027 5.1747260 8.9238771 12.9444459 7.7027614 7.4863121 8.8040826 NA 8.2862343 9.1811523 4.9820809 1.9523336 10.9816209 9.4927845 -0.6326289 5.2253521 6.7510754 0.9523336 10.1012339 0.9523336 9.9248349 10.0300396 10.5688825 3.4446141 5.4117652 7.3823958 NA 13.0943343 6.2377358 10.2765142 10.7682506 9.6009907 3.6152986 10.7396921 7.0538716 3.5372961 11.1388606 7.2742617 NA 11.8729346 8.9015379 10.3201124 7.2500141 NA NA 3.1747260 NA 13.1964001 11.4522925 12.6405840 11.1172406 10.9007009 NA 2.6892992 1.9523336 9.9343766 8.4441867 12.6054773 9.7061076 NA 18.9664450 17.3438961 7.1811523 NA 0.9523336 2.1747260 12.1943168 NA 5.2981084 0.3673711 9.5454881 9.0867599 10.8405695 13.8560900 9.2408152 7.8672170 1.3673711 11.8776408 NA 9.4199391 13.0909254 10.3792972 10.5621280 9.4049180 NA 8.6200365 9.3259238 7.6434955 NA NA 7.1568395 2.5372961 0.9523336 9.2469543 9.8652231 11.2625678 0.3673711 -0.6326289 8.0076160 -0.6326289 9.4706589 7.4226535 13.0606403 10.7767621 9.1710019 10.5627434 3.2742617 0.9523336 12.7677169 8.9181179 10.8815921 4.8909330 10.2988474 9.7343162 5.6341576 6.7596885 2.9523336 2.9523336 7.9894229 8.9691419 10.3715916 10.3439353 9.4588065 10.2944083 3.6892992 9.3325638 8.6802540 NA 11.0647731 NA 0.0173730 0.0173730 1.1445000 0.5606800 0.5606800 0.0295050 0.0295050 0.5149500 0.4991300 0.4461100 0.5093700 0.5093700 -0.5682000 -0.5599400 -0.5850000 0.4812600 0.0000000 0.0000000 0.0467400 0.0467400 -0.5722700 -0.5722700 -0.0068809 0.4768900 0.4708900 -0.4998000 -0.5321700 -0.1572900 -0.6031400 -0.5834800 -0.4091200 0.0173730 0.0173730 -0.5850700 -0.5987300 -0.5987300 -0.5878200 -0.5878200 -0.6613000 -0.6061100 -0.5267200 -0.5157600 -0.5332500 -0.5770100 -0.5948500 -0.5948500 0.0295050 0.4991300 0.4991300 0.4461100 -0.5599400 0.4829000 -0.4975400 -0.5099600 -0.4973300 0.0000000 0.0189820 -0.0072953 -0.5722700 -0.5722700 0.5128600 0.5128600 -0.0068809 -0.5181100 -0.5181100 -0.5507300 0.4768900 -0.5431600 0.3685900 -0.6241500 -0.5687000 -0.0983810 -0.0983810 -0.0983810 -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 NA 7.2561143 10.7799410 11.8298734 11.2458053 10.3855714 11.4531755 0.3673711 10.6075662 3.3673711 2.1747260 5.9523336 6.4334603 9.9532727 10.7304108 13.6051786 4.1529216 10.8840561 10.4985851 8.3766398 3.9523336 11.4531755 2.6892992 10.3701862 2.1747260 8.4720486 0.3673711 10.5309831 8.1876460 5.4966541 3.0678108 5.4548339 6.7682505 7.2981084 6.4441867 10.2284581 9.5571956 1.3673711 5.7936358 NA 4.576824 11.090179 10.282496 10.022902 11.022455 9.046851 11.555342 10.866719 6.615299 9.486312 8.003996 10.810833 4.211861 13.090925 8.826803 9.644659 13.096276 13.958367 3.067811 9.993993 11.6850664 11.8820852 7.4495201 NA 10.0617291 10.8190974 13.8747923 8.7682505 9.6745721 8.9142655 12.8418376 9.8646741 8.6642873 10.0503658 11.5385480 10.9816209 10.5516267 10.3439353 6.9820809 11.1388606 11.8729346 10.4341331 11.1172406 5.4966541 3.7596885 7.1811523 4.9523336 NA 8.2346498 10.2825036 10.5621280 9.4049180 10.6247590 9.3259238 11.2761391 9.2191201 5.8909330 NA 8.8265364 9.2753284 7.9857566 6.2862343 3.8268027 9.4706589 10.6585419 10.5627434 12.4890666 10.7188626 12.1033502 7.1222586 7.5322780 10.5737751 -0.6326289 NA 6.5372961 7.8868111 9.1731149 9.3374770 9.9839201 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 6 NA NA 1 3 2 2 2 2 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 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 5.340379e-06 1.941956e-06 16.0377358490566 59.9056603773585 3.77358490566038 14.1509433962264 6.13207547169811 10.7732287 -0.2022399 10.8802208 4.8421341 5.3675947 10.9900318 NA 5.1015198 9.7728704 15.1670126 8.4541640 7.9924960 9.0373375 NA 9.8448630 9.1695157 5.1196674 6.3675947 8.9411222 9.8414499 -0.2022399 -1.2022399 12.3846960 11.6179180 11.2310636 2.2571615 10.7354806 10.0592463 10.3794104 NA 4.1196633 8.9561972 5.1900577 13.2934067 8.3939288 9.2386082 10.9186248 6.8852022 7.3789399 11.5076844 3.3213076 NA 13.3995678 9.2510096 -0.2022399 9.5659233 5.0279016 12.3072666 5.9676643 NA NA 5.5119835 -1.2022399 14.2303785 15.0298888 12.4698328 10.2255756 12.9701665 -1.2022399 NA 4.9474838 10.5192655 8.4124488 10.4013654 9.6211063 NA 17.2756988 17.5374405 11.0406154 -1.2022399 1.3827226 1.6051150 12.5874764 NA 6.8957716 5.8201075 10.9306082 10.5029394 10.3198300 16.9009397 9.2925945 6.3976524 5.9062629 11.7555666 -0.2022399 10.0980916 11.2672740 8.9334484 9.2187519 12.0681804 NA 8.3035506 10.6623121 6.2895929 -0.2022399 NA 5.8727377 5.5659231 4.8638295 9.5434133 10.4890463 10.7942125 -1.2022399 -1.2022399 3.3213076 NA 11.0298601 8.7620800 12.4495755 10.0662810 10.4073380 10.1448067 NA 2.7977393 13.1650855 8.1640612 11.2445639 10.0929340 10.1394746 9.8650792 7.0456668 11.2071300 2.3826949 0.7977601 10.6902819 8.0715348 11.6187157 9.4325500 9.1943437 12.2056706 2.7046285 9.5071935 9.8187189 3.7977393 9.3779976 0.3827226 0.04089200 -0.04549900 0.24918000 0.27237000 0.29724000 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 -0.32379000 -0.06115200 -0.02301800 -0.05280800 0.82275000 -0.01298900 0.27490000 0.53116000 0.03609800 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 0.08132200 -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 -0.02188900 -0.02188900 -0.13355000 0.13658000 -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 0.109 0.109 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 -0.197 0.531 -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 0.109 0.109 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 -0.197 0.531 NA 7.2448224 10.5954005 10.8434987 11.3283892 11.3033025 10.3887938 1.3827226 11.6211063 8.2775194 NA 0.7977601 6.8311615 7.6083110 10.7188361 12.8879342 4.1931409 12.1695156 7.7892611 8.7958075 5.9372902 10.3887938 0.7977601 11.2825619 3.1196716 8.7104786 5.8638270 11.0068878 8.4075643 3.3826949 0.7977601 7.0169074 3.9676666 9.0527675 10.0703688 9.4710480 7.0738631 1.9676482 1.3827226 NA 5.397652 11.319585 15.037840 10.651049 11.330582 10.827716 11.553044 11.561574 7.944944 10.715484 7.937290 10.325216 5.706312 11.267274 8.665018 10.442947 13.435967 5.927022 2.382695 9.923152 11.4962266 12.2715716 10.8762235 0.7977601 11.4009017 11.2150641 15.2415553 9.7068821 8.7750189 9.7262573 11.9832339 9.1236853 8.6619252 10.2081903 8.8201068 8.9411222 10.9651572 8.6083106 6.6494876 13.3995678 9.5659233 11.2341903 10.2255756 6.3827018 6.2489503 11.0406154 -1.2022399 NA 8.5171280 8.0023104 9.2187519 12.0681804 11.6379269 10.6623121 11.3843443 8.9613886 0.3827226 -0.2022399 9.5481613 8.1128888 11.6862920 5.9974121 1.9676482 11.0298601 11.8946188 10.1448067 11.9307206 10.4147473 9.5978300 9.5239573 7.6274617 9.8530215 0.7977601 NA 0.3827226 8.7258427 10.2140088 10.4411443 11.3723325 7.2406826 10.0259565 5.1727795 TCGA-BB-A5HY 64 1 321 NA head and neck stage iva t3 n2b m0 male 2012 NA yes head & neck squamous cell carcinoma 40 1972 3 white not hispanic or latino 1 4 NA NA 1 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 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 6 0 0 0 0 6.276679e-06 1.837923e-06 15 33.3333333333333 6.25 21.6666666666667 23.75 10.0042330 NA 10.4786426 -1.1574636 3.3019095 10.8789882 -0.1574636 4.2000256 9.0173969 15.5286434 6.9820227 8.2283334 9.3855031 NA 9.2718778 10.3008778 5.0081821 2.0123899 9.8991088 9.2729237 1.6498454 NA 8.6706077 4.4863282 10.3187110 -0.1574636 11.0739924 10.4781893 9.9152736 1.1644001 3.0903962 8.5484490 NA 13.8212710 7.6594551 10.4090009 13.0848266 6.0998590 5.9299330 12.2085201 4.8197499 -0.1574636 13.6044379 8.0974997 NA 10.2109776 3.6964613 11.5958969 8.5737903 NA NA 3.6498224 2.7493626 14.7406464 14.8201634 12.5107645 11.8259992 12.7593769 NA NA 0.4273916 9.8592795 9.6490208 10.4645230 9.5524165 NA 17.4532077 17.2110885 12.2587409 NA -1.1574636 -0.1574636 11.0540553 NA 6.3100765 4.4863282 10.9976689 9.9788216 10.5095827 14.4757786 9.7136063 6.9405027 3.4274319 11.9714321 1.4274453 10.4686365 12.1896427 8.7281675 9.9555622 10.5006827 NA 8.5839380 11.3047178 8.9219561 -1.1574636 NA 5.3516919 5.2175099 5.2000217 9.7768992 7.6658383 11.9247866 -1.1574636 NA 5.7966678 1.1644001 10.6745700 8.3932180 12.7935737 11.8676107 9.0105289 9.8800181 NA 3.5429142 13.1291011 8.2109776 12.2238789 6.7372893 8.8455813 10.0820339 6.5567160 11.1485328 -0.1574636 2.5429019 7.6433714 8.3932180 11.7886464 9.2044149 9.3796896 12.6186986 3.1644001 9.6919466 9.0322957 -1.1574636 7.5289713 NA -0.0403970 0.6564500 2.6567000 -0.1201700 2.3349000 0.7850400 0.7850400 3.6569000 0.6198800 -0.1329000 2.2117000 1.9093000 -0.1374200 -0.1093300 -0.1081100 1.6767000 0.9162200 0.0000000 0.4305800 0.9713100 -0.5080800 0.6135300 -0.1097200 -0.1383300 0.5285300 -0.1117800 0.9475200 1.2830000 -0.1266800 -0.1133900 0.5048100 -0.0403970 -0.0403970 -0.1244700 1.9616000 -0.0522610 -0.1536200 -0.1536200 -0.0029091 -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 -0.7008200 -0.1384600 0.9680200 -0.1173000 0.4075400 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 0.735 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 0.735 0.000 0.466 0.466 -0.127 0.967 0.000 0.000 -0.149 -0.525 0.8424559 7.0616401 11.3049734 11.9498517 10.6721939 11.1683387 11.5461585 3.7966704 11.5342147 5.8197499 NA 4.8868671 7.4123268 9.5998612 10.3237660 12.4842971 3.1964969 11.1194679 7.6238310 8.8577748 4.9509956 11.5461585 1.1644001 11.0048625 2.9299425 7.7327047 4.9509956 9.8634511 7.7494518 2.8424761 0.8424559 6.0023425 5.2175099 9.1473929 9.3630898 10.2843779 8.7357726 -1.1574636 -1.1574636 2.164400 5.366032 9.707431 14.233164 9.224014 10.225635 8.855096 12.037228 9.945103 6.935229 10.435862 6.427434 10.979783 6.431486 12.189643 8.484523 10.787915 14.017857 8.848096 2.542902 9.522831 10.480907 11.969659 10.895718 -1.157464 10.781683 10.866226 13.372327 7.471828 9.753863 8.324271 12.028431 10.208985 8.464523 10.760589 10.727786 9.899109 9.619726 9.266637 5.182323 13.604438 10.210978 10.272401 11.825999 6.071291 4.749363 12.258741 NA NA 8.385503 10.385986 9.955562 10.500683 10.472283 11.304718 11.694806 8.516663 6.412326 NA 9.123659 6.373852 9.744846 3.012390 5.217510 10.674570 11.778189 9.880018 12.709364 10.953933 10.124980 9.609000 8.004863 10.215880 -1.157464 NA 1.164400 8.495406 9.339325 8.961412 11.018333 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 2 NA NA 2 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 1.699212e-06 1.005656e-06 22.2222222222222 17.2839506172839 1.23456790123457 40.7407407407407 18.5185185185185 7.37157367 NA 10.14201194 1.09078570 5.22008613 10.17428232 8.18355996 4.30025554 8.87707243 15.26276156 6.98562111 8.35054631 7.70182764 NA 8.73285460 9.73826135 5.59859746 2.89815030 8.21233636 8.26572849 0.09085343 NA 9.67858042 4.41273411 10.94216156 NA 10.71970411 10.23800782 10.40765017 0.09085343 2.99768984 9.10574407 NA 12.64838630 8.45712515 9.44229434 11.20941961 11.81510362 5.70551351 12.66255559 1.09078570 NA 11.19769299 7.61436459 -0.90914657 11.69210947 8.51046828 11.46774227 6.13519624 2.41991637 NA 6.69813373 2.89815030 14.21128383 14.63488443 12.11023902 10.11663455 12.57914521 NA NA 4.33873104 10.63093098 8.93472407 10.91456819 9.71010592 0.09085343 18.77898323 17.85676559 8.69813338 6.29047601 -0.90914657 NA 11.95266529 NA 6.56653663 8.77028298 10.74117707 10.50760042 10.92408838 15.09783021 9.63673264 NA 2.67577078 11.60674910 0.67572562 9.47989644 11.48526565 5.28062603 10.07308354 11.29995167 NA 8.17028763 9.86970148 5.33873104 NA NA 6.76421742 7.03331727 4.04499730 8.32681730 7.84234720 11.13451379 0.09085343 NA 1.67577078 NA 10.65256824 7.50019416 12.59624237 11.76322826 9.65031383 10.41385775 NA 2.26071822 12.72015955 7.78080089 11.39629475 6.65304568 10.16427504 10.36615345 5.85898804 10.33219032 3.17826846 NA 10.65542876 8.30025645 11.32352364 9.11594255 8.94567120 11.75191297 2.55023579 8.86357922 8.96885396 NA 12.34228536 -0.90914657 0.0000000 0.0000000 -0.1709400 -0.0934030 -0.0934030 0.0723960 0.0723960 0.0955080 0.0955080 -0.2873600 0.7860100 0.8146300 0.2038300 0.2621600 0.2399000 -0.1821900 -0.0773450 -0.0773450 0.0613650 -0.0066924 -0.1755000 0.4169700 0.0081959 0.0432990 1.8280000 0.0015255 0.0549450 0.7094500 0.2997900 -0.2090800 -0.2090800 0.0000000 0.0000000 0.0000000 -0.1857500 -0.1857500 -0.1857500 -0.1709400 -0.1999600 -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 -0.0066924 -0.1755000 -0.1755000 0.1319900 0.1327300 0.0081959 0.0920250 0.0920250 0.0136320 0.0432990 -0.5114600 -0.4792300 0.0055529 -0.2153200 -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 NA 7.12422576 10.84318358 13.64910406 11.14099173 10.88074406 11.29598527 2.67577078 10.76145915 6.02153969 NA 4.13519829 6.92369354 10.15352366 10.71468444 14.41965314 3.27429148 11.85422280 9.35172240 8.75218928 5.22008613 11.29598527 NA 10.50284344 3.79124105 8.65738991 6.27071207 10.16628211 7.43749409 3.09080263 0.09085343 7.76262720 4.55023579 8.18091514 8.23800770 9.72015959 7.24054999 1.41272734 2.99768984 5.805047 6.465842 10.156219 10.551233 10.286790 12.877685 9.301474 11.443398 10.302691 7.500194 10.214924 4.220082 10.188177 5.780801 11.485266 9.403686 9.499133 14.108583 8.811902 4.338731 9.276917 10.40255123 11.46176274 10.84985887 NA 11.51732978 10.06090881 13.65041783 7.79470633 9.26323046 8.85733195 10.09993174 8.63000059 8.92843073 10.50760042 9.22651214 8.21233636 10.46149029 8.97344597 6.40368527 11.19769299 11.69210947 10.42730949 10.11663455 6.88521926 4.58265836 8.69813338 NA 0.09085343 9.23927941 8.46149050 10.07308354 11.29995167 10.82508917 9.86970148 11.49301560 8.65875917 4.17826846 NA 9.32982862 7.32442270 7.99769379 5.81872277 2.26071822 10.65256824 11.38110981 10.41385775 13.37577159 11.14506805 9.88440622 8.26822243 7.86887995 9.53374652 2.09081956 0.09085343 2.89815030 7.57639062 9.39686461 9.74364792 9.86805826 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 & neck squamous cell carcinoma 105 1975 NA white not hispanic or latino 3 5 NA NA 3 4 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.941956e-06 7.975891e-07 48.75 7.5 1.25 18.75 23.75 7.0867891 NA 10.1631998 NA 0.8773516 10.3086239 7.4040303 6.2833273 8.0730763 16.9267031 6.1099957 9.1515968 8.9487976 -0.4445765 9.5497606 8.9445007 5.4488910 2.4622879 13.0506376 8.5455113 2.9477223 NA 4.3882998 0.5554235 11.1003715 -1.4445765 10.3910628 10.6997467 11.0967458 1.5554235 1.5554235 8.9045004 NA 12.5487878 7.4920454 9.5262320 10.9586855 7.0671600 3.5998058 12.7046779 -1.4445765 NA 11.2547627 8.7415213 0.8773516 11.9487976 6.2488934 11.1297641 4.5096008 -1.4445765 -1.4445765 4.5326848 NA 16.4468107 16.9747048 12.7878281 11.3851299 12.2975060 NA -1.4445765 0.8773516 9.4502250 9.2313642 12.0191869 9.8092546 1.1403860 16.0048057 18.8735053 10.4234580 -1.4445765 0.1403860 -0.4445765 11.5226334 -0.4445765 6.6268698 3.6428748 10.5323220 10.2532435 10.7022940 14.3875802 8.8974819 1.3627785 6.4861448 10.7343831 -1.4445765 10.2401558 12.5999788 9.0372065 10.5128720 10.7143323 -1.4445765 8.6335580 11.4201737 5.8952566 NA NA 7.8557599 3.4623010 3.8773320 9.1847638 10.2769336 10.9866435 2.8033304 NA 5.3367654 NA 10.5585737 7.6975139 13.2990319 12.3482991 9.5749006 11.2278325 2.4622879 1.3627785 13.5165403 8.8829597 11.0882501 4.2558481 9.8638429 9.6004842 9.3408595 8.2951876 2.0148552 2.3627504 11.1770012 8.1682755 11.4596654 10.2480227 9.4971884 11.4120272 3.1992640 8.7341592 8.2593106 NA 11.3573175 0.5554235 -0.00960430 0.00055459 1.68200000 -0.01417500 -0.01417500 0.04556600 -0.03383500 -0.00055444 -0.00055444 -0.00013862 -0.00013862 -0.00013862 0.01600600 0.00298960 0.00298960 0.03919500 0.01237600 0.01237600 0.03298600 -0.00069572 -0.03803400 -0.03803400 0.03933700 0.02960600 0.01279500 0.01279500 0.03016900 0.69596000 0.04160000 0.02365800 0.01020800 0.00055459 0.00055459 0.00055459 -0.00871460 -0.00871460 -0.00871460 -0.05449900 -0.01119800 -0.01119800 -0.01119800 -0.01119800 -0.03544800 -0.01417500 0.00000000 0.00000000 0.01262500 -0.00055444 -0.88571000 -0.00013862 0.00298960 0.00298960 -0.00018891 -0.00018891 -0.00018891 0.01237600 -0.85876000 0.01195800 -0.00766290 0.02595200 -0.84275000 -0.87244000 0.02777800 0.02791900 0.02791900 0.02960600 0.02960600 -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 NA 6.8818371 10.6435328 12.7853525 11.5654107 10.6978333 10.4611702 3.8033304 11.4213337 2.5553990 NA 2.8773320 7.2454053 10.3347161 10.7105416 15.6018171 6.2613164 11.5269507 5.4861448 9.1867662 7.7452320 10.4611702 NA 9.8569034 4.2833292 9.4116303 6.0148395 8.0107345 6.9295342 2.1403533 5.7550798 5.9840196 6.3755869 8.1214610 8.2951876 10.5596276 9.2091480 -0.4445765 -1.4445765 NA 7.529822 8.826870 9.066152 11.725802 12.324418 6.720314 11.516676 9.199263 9.113828 10.636558 7.144122 12.105071 6.708655 12.599979 9.982196 10.179746 12.966926 11.259311 NA 10.053758 10.4395776 11.0321533 11.5289251 0.8773516 11.3082059 10.7569185 14.2156764 7.8997031 6.4742705 9.0955352 11.4475705 10.0291331 9.5833132 11.2353270 8.6560694 13.0506376 9.6441954 9.2765064 7.3946110 11.2547627 11.9487976 9.2287163 11.3851299 5.3367654 5.7353164 10.4234580 1.1403860 1.3627785 9.4403408 8.1003717 10.5128720 10.7143323 11.0019735 11.4201737 11.1066347 7.3069512 -0.4445765 NA 9.1211470 8.1338178 9.2627662 4.2278335 2.0148552 10.5585737 11.1601920 11.2278325 12.4253865 11.2089240 9.8506021 7.9711486 7.0189312 10.9939391 1.3627785 -0.4445765 10.7950057 10.3716789 9.6808207 8.5081485 11.9558864 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 & neck squamous cell carcinoma 20 1972 NA white not hispanic or latino 1 3 NA NA 1 3 4 3 1 2 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 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 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 0 4 0 0 0 0 0 0 4 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 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 7 0 0 0 0 5 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 4 0 6 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 5 0 0 0 0 2.912934e-06 1.144367e-06 28.8135593220339 16.1016949152542 1.69491525423729 18.6440677966102 34.7457627118644 9.319324 NA 10.341644 2.780163 5.798087 9.773387 NA 3.706166 9.080289 16.665538 7.065568 8.239597 8.368131 NA 9.768850 10.038496 5.262756 2.043204 3.981798 8.657910 2.265587 NA 10.259137 6.981799 10.330912 6.446923 9.452591 9.581065 10.500581 1.780184 3.628167 8.746204 NA 12.487179 10.104796 10.353737 10.052562 7.278416 6.328601 11.898328 -0.541828 NA 12.814414 8.527016 NA 12.352297 8.781247 11.850555 7.316218 -0.541828 NA 6.798087 2.780163 15.914318 15.982583 12.957087 10.882929 12.238367 1.043204 NA 3.850559 9.944067 8.065567 11.080289 9.012826 0.458277 19.304687 19.743233 9.654225 NA 1.458224 -0.541828 11.190829 NA 7.035666 5.213126 10.123227 10.207269 11.884240 15.782506 9.899107 5.365129 3.780163 12.585748 -0.541828 9.429781 11.453298 8.674983 10.451883 10.501948 -0.541828 8.242872 10.321649 5.933971 -0.541828 -0.541828 6.448965 5.365129 4.981798 7.880302 8.455417 11.729117 1.780184 2.265587 4.780163 NA 10.881879 7.789154 13.032949 11.390452 9.545753 10.594588 NA 0.458277 13.026075 7.946078 11.691557 6.973937 8.116449 8.564146 9.490283 10.551655 3.265587 NA 8.569373 7.734362 11.210618 8.309986 9.479217 12.372809 3.043204 8.699029 8.008984 NA 10.429062 -0.541828 0.0000000 -0.0047079 0.0102850 0.0040243 0.0061090 0.0011093 0.0011093 -0.0031859 -0.0031859 -0.5459300 0.5084700 0.5336200 0.5055000 0.5055000 0.0050296 0.0095883 -0.4214100 0.5206600 0.0073609 -0.0080244 -0.0127130 -0.0120240 0.0148880 -0.0040162 0.5508900 -0.5313400 0.0057613 0.2226800 0.0062481 -0.5299100 -0.0055375 0.0000000 0.0000000 -0.0047079 -0.5354100 -0.5354100 -0.5354100 -0.5354100 -0.0018014 -0.0018014 -0.0018014 -0.0018014 -0.0052610 0.0061090 0.0061090 0.0061090 0.0011093 -0.0031859 -0.0031859 -0.5459300 0.4945900 0.0050296 -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 -0.6074800 -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 NA 7.109290 10.870278 11.478870 11.289149 11.533382 11.349641 0.458277 12.768566 7.452590 NA 0.458277 5.072946 9.366630 10.419687 14.247262 3.323168 11.762018 9.046952 9.146523 5.412433 11.349641 0.458277 10.117341 3.706166 8.463216 5.867627 9.964049 8.270383 1.458224 1.043204 5.587521 6.480604 8.316218 9.752858 9.744795 6.696642 0.458277 0.458277 NA 7.958083 11.483377 10.362067 9.636902 11.675286 9.041320 10.800312 11.100289 8.141232 9.931943 5.502633 9.774519 4.104974 11.453298 9.570677 9.606714 13.802884 6.815789 0.458277 8.602896 10.763729 12.173770 11.872923 1.043204 10.332450 11.181898 13.866167 9.531040 9.678616 7.892866 12.768708 9.019468 8.648062 10.249400 9.416790 3.981798 10.745950 8.590094 4.850554 12.814414 12.352297 10.722093 10.882929 7.186158 4.502630 9.654225 -0.541828 -0.541828 8.850555 8.602896 10.451883 10.501948 10.333987 10.321649 10.290336 7.529700 -0.541828 NA 9.666996 7.913935 10.503997 3.545697 3.458238 10.881879 11.635968 10.594588 13.115221 10.917669 9.728533 9.394875 8.532379 9.932957 0.458277 NA 1.458224 8.552711 8.383050 9.750559 10.735525 7.346981 9.704978 4.365126 TCGA-C9-A47Z 72 1 191 NA head and neck stage iii t2 n1 m0 female 2011 NA no head & neck squamous cell carcinoma NA NA 1 asian not hispanic or latino 1 6 NA NA 2 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 4 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 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 2.808901e-06 1.005656e-06 33.0357142857143 16.0714285714286 3.57142857142857 29.4642857142857 17.8571428571429 8.4002852 NA 10.3529995 NA 1.9860468 10.3978665 6.0490622 5.1094358 9.2107437 16.2489342 6.4171031 7.8963742 6.4548224 -0.8213810 9.1358001 9.3360450 4.7332893 1.1786828 10.4069154 9.4194894 0.7636665 -0.8213810 5.0613399 11.2878757 11.1201125 4.9860514 10.7086165 10.6463035 10.4675641 -0.8213810 2.3486290 9.2160665 NA 15.0127492 9.0885911 9.1328942 11.0893407 10.0651567 4.6381318 12.3508129 2.5006236 NA 12.6675423 9.0689623 -0.8213810 11.5090547 9.3468435 11.7839460 4.5710154 NA 0.1787465 5.9335844 0.1787465 15.4700842 15.7911999 12.0914208 11.1895757 13.4604107 NA NA 3.5710214 11.7042188 10.3105550 10.5290847 9.3942309 -0.8213810 18.9974237 19.4107781 9.3942309 5.9731130 1.1786828 0.1787465 11.8340051 NA 8.3610924 7.0674408 11.0459072 10.1815129 10.0765435 15.3324085 9.8774026 7.0490622 1.7636665 11.0359014 NA 9.2393940 11.7924621 8.5559085 10.2714551 11.2343193 NA 8.1673825 10.7159164 6.9066189 -0.8213810 NA 5.8586002 4.4640997 5.5537383 9.3759146 8.0915872 10.7809328 2.7636665 NA 3.9860559 0.1787465 10.5986581 8.1502413 12.8788125 11.9690465 9.6724234 11.1470047 NA 3.9335821 13.2669065 8.1531127 11.1336213 9.9625148 9.8274151 10.4059649 10.8175863 10.9023589 1.7636665 1.7636665 9.8660736 9.9657843 12.5537374 9.5849030 9.5504746 12.1470048 2.3486290 9.2628952 8.9972803 0.1787465 11.4005871 0.1787465 -0.201370 -0.186850 0.737200 0.397780 0.382040 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 0.213360 0.203200 3.656900 -0.226250 0.202280 -0.406610 0.179960 -0.675730 -0.218370 -0.201370 -0.201370 -0.186850 -0.234720 -0.225520 -0.225520 -0.225520 -0.244810 -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 -0.248000 -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 0.398 0.183 0.242 0.242 0.228 0.046 -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 0.398 0.183 0.242 0.242 0.228 0.046 -0.699 0.403 0.000 0.000 0.000 0.000 0.1787465 7.6049624 10.5207727 12.1507803 11.9582122 10.8739263 10.7188260 7.4641005 12.0975612 6.3486237 NA 2.1786828 5.7786107 9.1843225 10.5499301 13.9400934 3.8923910 11.8137358 10.1666725 8.6857194 5.2661606 10.7188260 2.1786828 10.9657843 3.0855946 8.7600303 5.6381289 10.4698687 7.9676119 1.7636665 2.1786828 7.5224168 6.3978663 9.1226779 8.8062319 9.4501611 6.8581775 0.1787465 1.7636665 NA 9.531845 11.524103 12.683377 11.669298 11.733527 6.266161 11.799376 12.204184 11.854214 10.701280 5.426627 10.488174 4.862957 11.792462 11.451619 10.231266 12.897978 9.792487 2.879137 8.712028 10.6810325 11.5624022 12.3892171 -0.8213810 11.2852609 10.3492490 14.2571357 9.7924874 8.9083188 8.8098749 12.1654289 8.8187442 8.5472046 10.6190481 8.5028783 10.4069154 11.1538294 8.8860572 5.6544327 12.6675423 11.5090547 10.6869880 11.1895757 5.0855904 5.7178573 9.3942309 NA NA 9.2976390 9.5384476 10.2714551 11.2343193 11.0269296 10.7159164 11.1944615 9.3648123 0.1787465 1.1786828 9.8558362 6.2872229 9.4384413 4.4266271 2.7636665 10.5986581 11.8643228 11.1470047 12.2333023 10.5482953 10.1020254 8.1955061 7.4454842 10.1394240 2.7636665 0.1787465 1.7636665 7.7992110 9.3942309 9.8225541 10.2045296 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 & neck squamous cell carcinoma NA NA NA asian not hispanic or latino 3 1 NA NA 2 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 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.317756e-06 6.935557e-07 45.7627118644068 16.9491525423729 5.08474576271187 22.0338983050847 10.1694915254237 7.856945241 -0.004189894 10.768585146 -1.004045212 2.803206367 9.954410953 5.040252454 6.542753311 9.787021169 15.851347211 6.682358394 8.078007198 6.750745837 NA 9.083321088 9.758240207 4.519422388 6.344587081 7.573286658 7.362180549 -0.004189894 NA 4.455287761 2.902748931 11.181972471 0.995882449 10.515985787 10.307606574 10.038885527 NA 0.995882449 9.496092592 NA 13.574407798 10.336820951 9.280104007 10.480681061 6.527239274 4.950053090 11.067655723 1.803227036 NA 11.665850496 8.601337729 -0.004189894 11.481687492 10.251034384 11.228878621 5.565712928 NA NA 4.696299908 1.580820836 14.285655571 15.301292101 12.170513982 10.796353673 11.149410218 -1.004045212 NA 2.165783336 11.502165783 10.267321246 10.995153557 9.666514466 -1.004045212 18.705936474 19.485532639 10.799182119 NA -1.004045212 -1.004045212 13.284435937 -1.004045212 8.812841851 4.853840993 11.020416150 10.681045014 10.311573842 14.319581505 9.671815250 2.580820836 2.455281185 10.891812101 NA 10.247340587 11.660649906 7.523335341 10.936538861 11.952960255 NA 8.407369323 10.928442056 5.737324420 NA NA 6.371419465 4.083324013 5.710103853 9.555235234 9.470578146 11.212300912 0.995882449 NA 4.317788841 -1.004045212 10.959115547 7.499684073 12.770851113 11.402328979 10.364337362 10.875058551 NA 2.580820836 13.679565625 7.975997531 11.274307677 5.926594882 7.281260554 10.108630041 10.692391104 10.979564385 2.902748931 -0.004189894 10.629761593 8.301920024 12.559769452 9.292774389 9.237841405 12.648143004 3.165783336 9.572871483 9.122562722 NA 12.269362442 -0.004189894 0.03199900 0.03199900 0.44952000 0.01782400 0.00541390 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 -0.00038724 0.00972760 0.00972760 -0.00622860 -0.03149600 0.00069327 0.00069327 -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 -0.38761000 -0.41849000 -0.41849000 -0.41448000 0.00541390 0.00541390 0.00541390 0.00638710 -0.35248000 0.00225830 -0.44135000 -0.48502000 -0.00013862 -0.01601700 -0.01601700 -0.01601700 -0.00691950 -0.00691950 -0.00038724 -0.00515270 0.00972760 0.00000000 0.43092000 -0.00622860 -0.01092200 -0.01092200 -0.03149600 -0.03149600 -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 0.438 0.000 0.000 0.000 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 0.438 0.000 0.000 0.000 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 3.243791 7.430487 10.598093 12.255896 11.864488 10.792303 10.572815 8.864681 11.542994 4.519422 -1.004045 5.422122 7.067320 8.308741 10.325094 13.390455 4.100616 11.576588 9.659416 9.274250 5.984544 10.572815 1.317767 10.652730 3.317782 9.164129 6.185682 10.710962 7.631032 2.902749 NA 6.790274 7.281261 9.959477 8.525289 10.155099 7.401000 3.455294 -1.004045 NA 6.884602 11.572815 11.242599 10.470578 12.167817 8.569506 10.546124 11.111552 9.578941 10.777218 4.995860 10.253835 4.974052 11.660650 8.032032 10.146240 13.039934 6.205312 4.422125 8.728874 10.293347721 11.934702657 10.422122914 -0.004189894 11.383875494 9.694562828 14.323336113 10.220462855 9.033405105 8.278946533 12.525654746 8.444077721 8.183210077 10.270818690 8.119979647 7.573286658 11.610107924 8.711820096 6.890676504 11.665850496 11.481687492 11.040935227 10.796353673 5.710103853 6.639714042 10.799182119 -0.004189894 -1.004045212 9.309874887 7.780493181 10.936538861 11.952960255 10.771056926 10.928442056 11.383337093 9.034777233 1.580820836 1.317767139 10.781163543 7.023764332 10.067990760 5.853838499 1.803227036 10.959115547 11.156359956 10.875058551 12.142426872 10.318349722 10.687601738 8.558100759 5.914722369 10.540339728 0.580820836 NA 1.803227036 9.066851249 10.319475910 10.732682921 9.103075323 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 4 3 2 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 NA NA NA NA NA NA NA NA NA NA 8.27988540 -0.06884647 10.03968169 2.10107853 3.68604103 10.21192807 8.26654763 6.42300999 8.80460151 14.56466338 8.29310098 7.24404029 8.02918948 NA 9.20844459 9.71005580 4.10107853 5.21655963 5.60358184 8.08850418 2.25308163 4.60358481 1.73850845 3.78913453 11.59871236 5.64540193 10.40891551 10.60048525 11.13969645 0.51611603 3.10107853 9.06566062 NA 12.88762416 9.53199935 9.36676501 11.48766330 10.20262023 6.72557349 11.76147436 6.17908503 -1.06884647 12.85976814 9.10233400 -1.06884647 11.22261579 12.87491378 12.18957605 6.56778119 1.73850845 NA 5.30619661 1.25308163 14.12422014 13.86401282 12.14188796 10.69104547 13.02077324 -1.06884647 0.51611603 5.63159616 10.72476059 9.26543057 11.16956197 9.84404663 -1.06884647 19.11710459 19.86190757 10.55046024 -0.06884647 2.10107853 3.01861637 12.16717142 NA 8.61940751 8.20028413 11.47233860 9.25308541 10.49578309 15.29710371 9.25870994 3.39058515 3.17908104 11.01363896 0.93115353 10.04815089 12.42228880 8.96458029 12.00563325 12.87778943 NA 8.20028413 11.40181614 4.48574882 NA NA 6.60358332 7.13572878 7.37824023 9.29419684 10.83353236 11.48933876 3.73850845 -0.06884647 3.68604103 2.73850845 11.09323380 8.87367173 13.11013326 12.04212987 10.03629315 10.88061926 NA 5.25308541 13.83386209 6.97007597 11.09480690 10.06558362 10.15153554 10.52223077 9.78056240 11.53918101 6.18854533 1.25308163 10.60490798 8.58400226 12.08708226 9.66586688 8.84404663 11.68562725 2.10107853 8.82609622 9.36890931 0.93115353 12.24588209 3.32347095 -0.00180140 -0.00166290 -0.01455900 -0.01078400 -0.01078400 -0.00670410 -0.00670410 0.31097000 0.31097000 0.13998000 0.13998000 0.31450000 0.00346870 0.00346870 0.00346870 0.00346870 0.00489330 0.00791750 -0.00027724 -0.00027724 -0.00581400 -0.00581400 0.00652620 0.01656500 0.00694350 0.00694350 0.00569190 0.02020300 0.01824300 0.00158470 0.00158470 -0.00166290 -0.00166290 -0.00166290 -0.00166290 -0.00166290 -0.00166290 -0.01115500 -0.00871460 -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 0.00749270 0.03510000 0.01656500 0.01656500 0.00694350 0.00291330 0.00291330 0.01586600 0.02468900 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 NA 7.600042 10.219447 12.065584 12.105771 10.796117 11.047176 1.738508 10.492922 7.253085 NA 1.931154 7.578616 9.804601 10.112931 13.463574 4.298878 11.589592 9.399781 9.120129 6.719060 11.047176 NA 10.985762 4.764049 9.062564 7.216560 9.867788 6.113650 2.390585 10.961135 8.474092 5.850019 8.832024 8.667559 9.793020 8.023915 3.454715 9.933262 -1.068846 5.018621 11.709645 12.630833 12.344388 12.458145 10.474672 11.827490 10.800366 8.214246 10.744538 7.556866 11.267385 3.936110 12.422289 9.838048 9.659928 13.332899 9.251958 2.516116 9.786026 10.60402451 11.52664785 11.78719364 0.93115353 11.48382636 10.98643966 14.79626002 9.39058880 8.69934167 9.14911504 11.76424500 8.36811878 7.10108274 9.88244191 8.85299821 5.60358184 10.93748329 9.02523482 9.81761590 12.85976814 11.22261579 10.06750764 10.69104547 6.63851701 8.25983222 10.55046024 NA -0.06884647 9.07326434 8.79997965 12.00563325 12.87778943 11.00362486 11.40181614 11.36082553 10.11106627 -1.06884647 NA 10.27847408 7.73851183 9.56959324 8.32132609 5.82597384 11.09323380 11.61743890 10.88061926 12.62769016 10.25139364 10.22002335 8.83954993 7.08597483 10.42950790 -0.06884647 NA 4.57501577 8.42058388 10.29090678 9.90986774 10.03313292 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 4 2 1 1 3 3 2 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 4 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 1 0 0 0 0 4 0 4 0 0 1 4 0 0 4 0 0 0 0 0 4 0 0 4 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 1 4 0 0 1 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4 0 4 0 0 4 0 0 0 0 7 0 4 0 4 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 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 4 0 0 0 4 0 4 0 0 4 0 0 4 0 0 0 4 0 0 0 0 2.635512e-05 9.363002e-06 12.3927550047664 70.5433746425167 3.81315538608198 9.15157292659676 4.09914204003813 9.96578428 NA 10.48511976 1.79085543 3.70839695 10.64849411 6.19078867 6.32829255 8.49129835 15.93027672 8.20964831 8.05972570 8.44589220 -1.37894450 8.94398841 8.02820114 4.57513077 3.62093824 8.01753836 9.02181310 3.47892005 0.62096170 9.78709661 3.79085543 11.95157042 NA 10.35352499 10.64572696 9.95799800 2.08820945 3.79085543 9.03290007 6.03878514 14.70181357 9.42587132 9.26002095 11.98780219 7.81322645 9.07214467 11.80410371 4.83038717 NA 9.81384274 9.19268636 1.42830322 11.59821351 7.57076043 12.04404953 7.94736284 0.62096170 -0.37913212 5.34885560 -0.37913212 14.75856260 15.95282735 12.45372475 10.50357662 12.88398269 NA 1.79085543 4.59821631 11.29843305 9.61599408 11.08547936 10.45303250 0.02687086 16.69362750 17.93854495 12.66925018 3.57513077 2.52782102 4.64330209 11.91052026 0.20589293 8.19458057 6.90633625 11.73885750 11.01860824 11.03138493 15.68665475 9.83949686 7.15620850 4.84975412 11.06698299 1.94287103 10.49437771 11.57975090 9.39324822 11.80534409 11.47988594 -0.37913212 8.64468802 12.03944509 8.59821370 -1.37894450 -1.37894450 7.20589586 6.19078867 6.10474970 10.62480286 10.36240063 10.71600093 0.94283351 -1.37894450 7.05972516 0.20589293 10.86202296 9.87419018 12.08190137 11.46033425 9.90491907 10.41087477 NA 4.96078506 12.94159314 9.02394559 10.99515801 8.79959830 9.70839643 10.00997330 7.73206904 12.14645441 4.57513077 2.20589293 11.27780533 8.85215494 11.95841612 10.01110255 8.17552261 11.44549461 3.42828982 9.48713841 9.35902584 NA 9.45619443 0.62096170 -0.0920810 -0.1161300 1.6523000 0.4640000 -0.0626290 0.3880000 0.3880000 0.0679480 0.0327040 -0.1243400 0.5969200 0.6275200 -0.4953800 -0.4953800 -0.4892100 0.1112500 0.1043900 0.1043900 0.0683780 0.0516750 -0.1526500 -0.1230400 -0.0247980 0.0463420 0.0575110 0.4868200 0.0538060 0.0063871 0.0000000 -0.4943000 0.2042700 -0.1191800 -0.1212100 -0.1161300 -0.2527600 -0.2283400 -0.2359600 -0.2359600 -0.4916200 -0.4934000 0.0396190 0.0396190 -1.0782000 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NA 6 white not hispanic or latino 1 3 1 2 2 1 2 3 NA NA 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 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 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 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 0 0 0 0 0 0 0 0 0 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 2.323412e-06 9.70978e-07 25.7731958762887 14.4329896907216 6.18556701030928 28.8659793814433 24.7422680412371 8.7547095 0.2136272 10.3928999 5.3221373 7.6187540 9.2770079 7.8172389 4.4230672 9.0591027 16.5133663 7.7872601 6.7910417 9.0637995 -0.7863728 8.2688952 8.0337919 5.5886517 4.3835384 8.0684811 8.0622356 2.3835246 NA 11.7094677 9.8574690 9.1399087 2.6730362 10.8452445 9.8023273 10.5013251 0.2136272 1.7985897 8.8684994 NA 12.9411078 10.4442337 9.6005530 9.7144547 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12.0243852 8.0898535 7.9949722 10.7034607 8.7214075 8.0684811 10.8056025 7.9140526 6.4520171 12.8075873 10.5994751 10.2890919 10.6198178 5.9685009 5.4990135 11.5989359 0.2136272 -0.7863728 8.7352131 8.7430433 9.6451104 12.1712589 12.7818064 10.1502507 11.1634394 10.6913710 3.0209644 0.2136272 8.8860379 8.1648974 9.4990149 3.9684963 3.9684963 12.0209677 11.4517189 12.5026230 12.1980312 11.1339656 10.8731627 8.9685003 8.2022972 10.1376830 1.2136272 NA 3.2136117 8.1374451 10.1309848 9.1951800 8.6648238 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 & neck squamous cell carcinoma 80 1970 0 white not hispanic or latino 2 2 1 1 1 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 4 0 0 0 0 0 0 4 0 0 4 0 4 0 4 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 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 6 4 5 0 0 0 4 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 4 0 0 0 4 0 4 4 7 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0.355 0.000 0.000 -0.372 0.311 0.000 0.000 NA 6.04860457 10.31403325 11.05056394 11.32755949 10.22085145 11.15894653 3.26201213 11.12681390 6.16889872 NA 3.94008216 7.22085133 11.29845711 10.61294791 15.32316049 2.85465399 12.09125577 8.56578946 8.82448020 3.39951292 11.15894653 NA 10.51892505 3.74743037 10.15358585 3.98447087 9.96314188 7.32818392 3.69496931 NA 7.63697836 5.44787670 7.97350337 9.04860512 9.54833547 7.23009924 1.52506659 -0.05994604 1.262012 5.206866 12.446140 11.526913 9.442912 11.242148 8.678173 11.288532 11.812948 7.154400 10.438431 5.951308 11.643335 4.627420 11.319459 9.563048 9.958976 11.879056 9.706609 NA 9.314033 10.52738933 12.78390356 9.91377803 -0.05994604 11.63378537 10.41581411 14.62977482 5.94007981 9.17729071 9.69496810 12.18756317 9.46595366 9.68491444 10.38922929 10.03613693 -1.05979566 11.01388750 9.82806284 4.91736014 13.33132422 12.24329057 9.84471518 9.91592866 6.81659715 3.79806089 9.32809796 4.91736014 NA 8.56943717 8.05382273 11.26566720 11.99179938 11.81160087 10.10498761 11.43992654 9.61956065 NA NA 8.71601997 8.43755318 9.50708600 1.52506659 2.94007276 10.29046737 12.04566183 11.23412693 12.70464125 11.02820632 10.17549653 9.76821708 7.73124367 10.08027138 NA NA 2.64052839 7.33188253 10.60230395 9.14831489 11.47365370 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 & neck squamous cell carcinoma 40 1968 2 white not hispanic or latino 1 1 1 2 4 1 5 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 6 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 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 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4.091979e-06 1.456467e-06 21.8181818181818 33.9393939393939 1.81818181818182 27.2727272727273 15.1515151515152 10.9177404 NA 10.6826520 5.4586510 6.9978095 11.0087558 7.0436124 7.0585633 8.6550477 16.2384126 8.0029708 7.4011645 8.6778190 NA 8.6235574 9.8264292 4.8736902 6.0029702 5.2312404 8.2356318 4.4883993 2.8736951 13.7508282 9.7160382 11.3692931 NA 10.2405564 10.7884467 10.1825957 0.7176490 5.4883961 8.8035083 NA 12.4285165 10.0573233 9.3061672 11.8582843 9.9221748 8.9015940 11.4817116 3.9611510 -0.1262655 12.8641464 8.4511167 0.8736557 11.4440180 9.3491883 12.4325868 6.8103261 2.1956311 -1.1262655 4.6550484 1.8736951 15.5352009 16.0332717 12.4149805 9.6050068 12.9304103 -1.1262655 1.1955996 4.9397767 10.1631305 8.6385594 11.1239863 10.1393030 1.6810444 16.6954432 16.5038199 13.1265750 -1.1262655 4.4586510 3.7316720 12.5611729 -0.1262655 9.9971627 4.6285753 11.6046504 10.3036176 9.8220552 15.6538431 8.8029464 6.2224163 4.3331160 10.6138903 NA 10.2883731 12.2874480 10.6227193 11.7436672 12.2439666 -1.1262655 8.6218808 11.3028330 8.0855760 2.8736951 NA 7.0880069 8.1168617 7.8509675 9.7486692 10.6435257 9.8545415 3.6810444 6.7065775 5.9397767 NA 10.8943206 8.7940408 12.7620506 11.6058553 9.6808416 10.5977753 1.1955996 3.2660069 13.6651560 8.1120928 11.4701106 9.6550477 10.0532922 9.5894268 7.7654718 11.8491776 6.1498121 2.6810444 9.7570949 8.5844943 11.5911501 10.2190931 8.9015940 11.5793203 3.3972553 9.2263715 9.2400102 2.9611417 10.6339920 3.9180809 0.1623500 0.1607000 0.4195400 -0.0242510 -0.0242510 -0.1179600 -0.1179600 0.0499660 0.0499660 0.3443700 0.3443700 0.3443700 0.0171240 0.0171240 0.1257900 0.1855600 -0.1468200 3.6569000 0.2280800 2.6223000 0.1665500 0.1665500 0.2805800 -0.0247980 0.1484600 -0.3254200 0.2915100 0.1898000 -0.0737090 -0.0737090 0.1977100 0.0020903 0.0020903 0.0636120 -0.1755900 -0.1755900 -0.1755900 0.2030500 0.7912300 -0.1700600 0.1062800 0.1062800 -0.0011553 -0.0242510 -0.0242510 -0.0242510 -0.1754300 0.0499660 0.0499660 -0.0189020 -0.5106300 0.1257900 -0.0538140 -0.0538140 -0.0538140 -0.1468200 -0.1763900 -0.1888300 0.1754300 0.1665500 0.0000000 -0.3845900 -0.1202400 0.1563600 0.1563600 0.1458100 0.1374600 -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 0.109 -0.026 0.166 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 0.109 -0.026 0.166 3.8736853 6.9289707 10.7010305 11.4220282 11.1521373 10.4060438 10.4628708 9.4099350 10.8336898 10.1422299 0.8736557 2.5741257 7.3972502 9.7301135 9.9841712 13.0196200 3.5227337 11.1527180 8.8538276 8.6909272 6.8336896 10.4628708 -1.1262655 10.5220454 4.8960538 8.5976049 8.0535969 9.8249726 7.4806480 4.4282764 2.0436245 7.1908746 4.2999553 8.6810426 11.4766187 9.0523529 7.2617047 2.9611417 4.1216123 NA 7.5175442 10.6583227 11.4195984 8.8904962 11.1683086 12.1470464 11.2465529 12.5315645 8.8088529 11.1189435 7.4736010 12.6747899 4.6938661 12.2874480 9.7563310 10.6389740 12.9225842 11.6733742 0.8736557 10.7448231 10.563686 11.521596 11.823515 0.458697 11.529666 10.042987 14.370759 9.132254 8.547880 9.308316 11.900903 8.403938 8.266005 10.251441 9.263857 5.231240 10.498940 8.359517 8.540800 12.864146 11.444018 10.211310 9.605007 5.503043 7.873688 13.126575 2.961142 -1.126266 9.584494 10.170604 11.743667 12.243967 10.347394 11.302833 11.365040 9.522046 2.780583 6.827884 9.561746 9.616755 11.543459 7.248727 6.023435 10.894321 11.055151 10.597775 11.982049 10.470809 9.924897 10.396269 8.289430 10.136370 3.397255 0.458697 6.792551 9.723046 9.477314 9.441644 11.559313 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 & neck squamous cell carcinoma 35 NA 1 white not hispanic or latino 1 3 4 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 4 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 6 0 0 0 7 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 0 0 0 0 0 0 0 4 0 0 6 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.883912e-06 1.768567e-06 22.0238095238095 29.1666666666667 7.14285714285714 25.5952380952381 16.0714285714286 9.3481454 NA 10.9581816 2.3298125 3.9578496 10.9703925 8.7314742 5.7530295 8.6468204 16.2282571 7.5708272 7.7127375 7.5846326 -1.1297339 8.7190102 7.9010545 4.7032779 5.0403138 3.6777450 9.9010544 0.8704239 -1.1297339 8.9710497 7.3339121 11.4749405 3.4553469 10.5790401 10.4124518 10.7303102 NA 2.6777337 8.8842404 -1.1297339 13.8224915 9.6607358 9.5538644 11.5942615 8.5015641 6.2966520 13.0322277 1.1923204 NA 12.7842116 9.1741679 NA 11.4786421 9.8258629 12.4845219 8.3257147 1.1923204 -0.1295761 6.4326304 3.3939516 15.7293754 15.5852422 12.4698352 10.4435611 13.0097787 0.8704239 0.8704239 5.9364754 10.9249916 9.0871332 10.2987474 9.9867312 -1.1297339 18.4809886 18.7623548 11.3267417 NA 1.4553338 -0.1295761 12.1065510 -0.1295761 7.5070120 5.3461201 11.9004405 10.4878547 10.7415224 15.5712604 9.9465348 5.7530295 2.5708272 10.3076192 -0.1295761 10.2405297 11.8965355 9.4105154 10.6443506 11.6019184 NA 8.3582275 11.2166240 5.2966520 NA NA 6.5777460 5.9893275 5.0602117 9.4278511 9.2421640 10.3542031 1.1923204 NA 6.6648028 NA 10.9518707 9.5923408 12.8610231 12.1959738 9.5344790 11.6080571 NA 5.1557897 13.2616309 7.8505269 11.5040637 9.0749584 10.8784867 9.7496948 11.3037119 11.1827030 5.8590726 2.1923204 11.4000618 9.5682237 11.8885874 9.7522659 8.7712541 11.2246366 1.1923204 8.7572573 9.3143669 -0.1295761 10.6451743 1.1923204 -0.070804 -0.087579 0.308570 1.599500 0.459730 0.046529 0.046529 0.131770 0.131770 0.604380 0.604380 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 0.994470 0.095944 -0.138460 0.078871 0.092315 -0.137020 0.523280 -0.086784 -0.086784 -0.087579 -0.378650 -0.378650 -0.394550 -0.394550 -0.625030 0.072109 -0.164100 -0.164100 -0.635950 -0.164260 -0.159240 -0.163700 0.074696 0.131770 -0.382350 -0.391290 -0.821130 -0.077878 0.000000 0.000000 0.000000 -0.232660 -0.625130 0.048404 -0.393630 0.569550 -0.393860 0.089851 0.309050 -0.129920 -0.129920 0.076135 0.076135 -0.417840 -0.364200 0.085076 -0.319140 -0.131810 -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 0.604 -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 0.604 -0.302 0.000 0.000 0.000 NA 6.7283682 10.0502964 10.9551957 12.3406648 10.2057776 10.7765262 4.5708272 10.8544496 6.9147810 0.4553338 3.3939516 6.1183140 12.1218697 10.5029281 14.0821995 3.3343967 11.8150993 8.7530302 8.6168848 6.0201355 10.7765262 1.4553338 10.5083706 4.7772777 7.6505987 7.3860875 9.7583695 7.5912815 5.1371756 3.1183099 7.3257147 4.9147798 9.1534755 9.4411917 9.3420624 7.6352589 2.0402963 5.9684203 4.847666 6.715877 12.441073 11.927694 12.304233 12.110433 10.622768 12.058822 12.620466 7.254091 12.204241 6.746904 10.285601 5.731971 11.896535 8.645174 10.218562 12.886033 9.087133 3.999666 10.871444 11.1096874 12.5433650 11.6478481 0.4553338 11.3597335 10.7780291 14.8387148 8.6385717 9.0502963 8.1324823 11.2977001 9.0785119 8.5551359 10.0694400 9.3511775 3.6777450 11.4414288 8.2776552 9.8512409 12.7842116 11.4786421 10.2063358 10.4435611 4.5708272 7.8760116 11.3267417 0.8704239 NA 8.8830119 10.4605065 10.6443506 11.6019184 11.2279393 11.2166240 11.2249122 10.9890039 1.8703844 1.4553338 10.3343458 8.0550893 9.4684397 8.3236578 4.3939516 10.9518707 12.5133415 11.6080571 12.0597485 10.7944575 9.2443398 9.5187448 7.6615501 9.7959417 4.3298197 NA 6.9631446 8.1963223 9.7727624 10.0669894 9.8788159 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 & neck squamous cell carcinoma 47 1963 1 white not hispanic or latino 2 2 3 3 2 2 2 2 NA NA 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 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 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 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 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 7 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 4.068291e-06 1.198195e-06 17.3469387755102 45.9183673469388 2.55102040816327 19.3877551020408 14.7959183673469 6.8843525 NA 10.5953790 -1.2553222 3.3886580 10.5306626 8.2897658 3.5521557 9.1856706 14.7853052 6.7220807 7.1541923 7.5585830 0.3297551 8.9542548 8.3613503 4.6027835 0.7447639 9.6621734 8.9939149 1.3297551 NA 6.9832057 1.5521803 11.3125199 NA 11.3416900 10.6814393 11.0667295 2.3297551 1.7448069 8.5494166 2.5521557 13.8958973 7.6931684 11.0092440 10.5557747 7.7727072 5.6396200 11.7792565 0.7447639 NA 12.7352600 6.5902921 NA 10.8621198 7.4065443 11.1528657 7.5649802 5.0115896 -1.2553222 6.2525954 3.6516947 14.6656658 14.5117871 12.5612852 10.8773012 12.3924847 NA 2.2042346 2.7448069 12.6561934 8.5569788 11.0821446 9.3539802 -1.2553222 17.1651396 18.3474061 8.7249411 7.4521605 -0.2551500 -0.2551500 12.5447913 0.3297551 6.5195891 3.4996928 10.2099800 9.4260399 11.0417177 14.4909221 9.6546946 5.2366533 1.9147176 11.6865827 0.7447639 9.0622140 12.0522869 7.9370942 9.8135797 11.8433271 -1.2553222 8.4795111 8.8970864 8.7419809 NA NA 4.8324749 4.2042346 5.0667307 9.2897658 8.8546322 10.9718156 1.3297551 -1.2553222 4.7448016 0.3297551 10.6964504 9.1230963 13.5389126 11.4923651 9.2837954 11.4030129 1.5521803 3.0667264 13.5531623 8.5129857 11.6176687 7.9951001 10.1253599 10.5132753 6.1285058 10.3627279 3.4996928 -0.2551500 6.6873155 6.7560292 11.3250600 9.6703558 8.7220814 12.2887999 1.3297551 9.2497295 8.1626542 NA 9.9197271 -0.2551500 0.0096940 0.0096940 0.3752400 0.3511700 0.3576000 0.0077901 0.0077901 0.7944700 -0.2845600 0.0024633 0.0024633 0.0024633 -0.3744000 -0.3744000 -0.3744000 0.0979440 -0.0066766 -0.0066766 0.0042082 0.0042082 -0.3084100 -0.3084100 -0.2955900 0.0597590 0.5920200 0.6274100 0.3518200 -0.0065384 -0.0396980 0.0000000 -0.0583470 0.0096940 0.0096940 0.0096940 -0.3861900 -0.3654700 -0.3694300 -0.3694300 -0.8106600 -0.7548900 0.0060754 0.0060754 -0.0050179 -0.3703300 -0.3703300 -0.3703300 0.0077901 -0.2845600 -0.2845600 0.0024633 -0.3744000 -0.3744000 -0.0506730 -0.0506730 -0.0506730 -0.0066766 -0.0066766 -0.0124710 -0.3084100 -0.3084100 0.2665200 0.2665200 -0.2955900 0.2841800 0.2841800 -0.4055300 0.0597590 -0.4246400 -0.0763110 -0.0753770 -0.0870810 -0.0446230 -0.0182960 -0.0065384 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 0.205 -0.387 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 0.205 -0.387 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 NA 7.1198407 10.9942112 11.2605012 11.3463401 10.1547227 12.0142204 6.1023537 11.5094657 4.4452433 NA 4.4727217 4.2683670 9.3409912 10.6170915 12.8879455 2.6603126 10.9447804 9.8939134 8.8180862 3.6516947 12.0142204 0.7447639 10.5657781 3.3297694 9.1305129 6.0021894 10.9712136 5.9671617 5.3886580 0.3297551 7.5261612 4.2683670 6.8269501 8.5063528 10.0302036 6.9879757 0.3297551 0.3297551 1.744807 3.789197 12.103727 12.312516 8.474422 11.176560 8.624385 10.941711 11.481626 6.236655 10.411469 6.366854 10.375524 3.657446 12.052287 9.747616 9.799406 12.963214 9.184632 3.874089 9.853979 11.5965505 11.9250214 10.6964504 NA 11.4238416 11.4592616 14.3643024 8.0232509 9.1835932 9.0723540 10.5379983 9.6928327 8.5179406 10.0757183 10.0033675 9.6621734 11.1671291 8.6304979 6.0757187 12.7352600 10.8621198 9.8702149 10.8773012 4.8945462 5.1371182 8.7249411 -1.2553222 -1.2553222 8.2761830 7.2286177 9.8135797 11.8433271 12.2924190 8.8970864 12.1064711 11.0639090 2.2042346 NA 9.1314616 5.9736205 8.7448016 3.6989963 1.3297551 10.6964504 11.9142567 11.4030129 12.8251193 11.5509482 11.7179607 9.1067451 7.5585830 10.3818791 0.3297551 -1.2553222 3.5521557 7.6088639 10.2496204 9.4269182 9.7419809 6.0485828 9.4786641 5.6027835 TCGA-CN-4731 63 1 998 NA head and neck stage iva t4a n2c NA female 2010 NA no head & neck squamous cell carcinoma 60 NA 3 white not hispanic or latino 1 2 5 2 3 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 5 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 2 7 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 1 0 4 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 2 7 0 0 0 6 0 0 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 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 7 0 0 0 0 3.259712e-06 1.525823e-06 21.830985915493 27.4647887323944 5.63380281690141 22.5352112676056 22.5352112676056 8.3794845 -1.1102928 10.2575975 2.3490821 3.9340352 10.6828336 7.9691217 4.7965251 8.6361511 16.5697078 7.1517320 7.4820940 8.7413857 0.4745658 8.9691214 7.3200893 4.2643262 4.7722816 6.3074886 9.2905161 0.8896293 1.6969731 11.1238554 4.7225261 11.1217579 -1.1102928 11.3059065 10.4741296 10.7472290 NA 3.8896390 8.5385335 NA 13.5963486 6.9120043 10.3268686 11.5073338 7.8525326 7.9449193 13.1730145 3.4746048 -1.1102928 12.8497292 8.5116886 -1.1102928 12.2859740 8.0489783 12.5912681 7.8697764 2.7965355 -1.1102928 5.0595629 NA 16.3401226 16.2928942 12.3350397 10.1387502 12.6512919 -0.1102928 2.6969953 2.5900750 11.5130611 8.8350806 10.4632839 9.9428839 3.8438331 16.9114572 17.7275018 12.8175999 NA 0.4745658 4.3490680 12.4216273 NA 6.5900765 2.8896293 9.6736990 9.6905367 10.5080222 15.7745823 9.2339326 6.3974316 2.4745918 11.4795220 1.8896293 9.8151911 12.8039920 8.8496387 10.7799010 11.5596290 NA 8.1517315 7.2339331 6.6905372 NA -1.1102928 3.7476130 6.0595608 4.0189190 9.8924517 8.3511164 10.4038577 2.3490821 4.7722816 5.7351268 -1.1102928 10.6648355 9.2937140 13.4580679 10.0393838 8.5626454 12.0547008 NA 3.3490680 13.5582448 8.9216824 10.8372737 10.6184076 10.9178882 10.4463775 10.8365431 11.4011423 2.2115730 NA 7.7905036 8.1015251 12.0025649 9.3764719 9.2614135 11.8608210 2.2115730 9.1443819 8.9022614 0.4745658 10.5491868 NA 0.00374650 0.02876300 0.67011000 1.65240000 1.72440000 0.02440800 0.02440800 0.22557000 -0.58921000 0.41095000 0.41095000 0.42335000 -0.65108000 -0.65108000 -0.03612900 0.60756000 0.01377200 0.61589000 -0.00151480 0.00952900 0.00013863 0.00013863 -0.00346270 -0.02155400 -0.04088800 -0.01271300 0.40061000 -0.03157400 -0.03776200 -0.63840000 0.00000000 0.02876300 0.02876300 -0.00346270 -0.64452000 -0.64452000 -0.64828000 -0.64828000 -0.00940460 0.00972760 0.05437600 0.04540100 0.01725900 -0.63623000 -0.63623000 -1.24330000 -0.00193990 -0.58921000 -0.58921000 0.35267000 -0.65108000 0.02904400 -0.00975590 -0.00975590 -0.00360110 0.01377200 0.61589000 -0.04129500 0.00013863 0.00013863 -0.00510730 -0.03694600 -0.00346270 -0.02753500 -0.02753500 -0.02155400 -0.02783900 -0.01821600 -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 0.401 0.401 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 1.652 1.016 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 0.401 0.401 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 1.652 1.016 0.000 0.000 0.226 -0.364 0.353 0.353 -0.615 0.000 0.000 0.000 NA 6.0595608 10.5978585 11.1988289 11.8319680 9.9036573 11.0763700 6.6175571 11.4127086 7.3613122 1.2115730 5.7600027 7.2383646 10.9804108 10.0614391 14.8935718 1.9057745 11.5846475 10.5796347 8.9646479 4.4132014 11.0763700 NA 10.7456731 2.8896293 8.0203616 4.9981594 10.2846352 6.9650085 4.1375609 3.2115574 7.9175427 7.0495077 8.0393841 9.4764765 9.4180908 7.1470248 2.3490821 -0.1102928 0.8896293 3.7476130 11.6332090 13.6627688 12.1911330 11.7398236 10.2521286 10.7248977 12.3377531 7.3490680 10.7825589 9.2958417 10.4229665 4.2252055 12.8039920 7.8811586 10.8977152 13.0965458 9.7806610 3.9340352 10.5805078 10.9036572 12.2136766 11.3807383 NA 11.2945122 10.5208138 14.3516251 8.5189934 8.3408480 8.9230597 11.4694241 9.4276801 8.8726303 10.3989169 9.5244479 6.3074886 10.4053366 6.8952614 6.5262613 12.8497292 12.2859740 10.3959443 10.1387502 5.7600027 4.6969898 12.8175999 1.2115730 1.2115730 9.1680861 8.1493798 10.7799010 11.5596290 10.4166250 7.2339331 11.8292160 10.4651760 1.8896293 NA 9.0362437 6.9823936 9.0893091 5.3814910 4.1375609 10.6648355 11.4717787 12.0547008 12.3920957 10.6060275 11.2971701 8.4727197 8.5620623 9.6470268 0.8896293 -1.1102928 8.6411808 9.0739295 8.6021636 9.4764765 10.9978345 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 1 2 1 4 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.144367e-06 4.508112e-07 36.1702127659575 23.4042553191489 6.38297872340426 17.0212765957447 17.0212765957447 10.9689867 NA 10.1951823 4.3040072 3.0695475 11.1100724 4.8889672 8.0481675 8.2347437 16.3054232 7.2904170 7.3219281 8.0984222 1.3039853 9.6241298 7.9593581 5.0695389 5.9245916 8.8006602 8.2628489 4.9128175 3.3039999 8.2488645 5.7235449 11.2847170 0.9820718 10.2120985 10.5875576 10.2697905 NA 4.1520049 9.4920609 NA 14.1646664 10.7227021 9.3592886 11.7864108 9.4167063 7.4291615 11.2171948 5.1915311 NA 10.5912568 8.9024309 5.5212361 9.9091153 4.0695389 11.9076325 7.5931027 NA -1.0180013 4.6825171 1.3039853 16.3929517 17.1152606 11.9493044 10.1177874 12.8770853 0.5670586 -1.0180013 7.9275220 10.9507449 8.9834862 10.8589787 9.6385029 4.4739297 16.9647821 17.6072738 13.3173289 NA 2.5670343 3.1520049 12.0179082 NA 10.3679405 6.7235449 11.3974845 10.0542107 10.1482412 16.2902216 9.0562196 5.2300070 3.3039999 10.7926498 NA 10.4234661 11.7845823 9.0997213 11.2582025 11.9240427 1.3039853 8.5385843 11.0295429 5.5967891 NA 1.5670586 6.9305623 6.6963236 7.2300060 9.1229080 10.4623634 10.9113365 3.4415100 NA 4.4739297 NA 11.0079098 9.1203499 12.2065321 10.8042505 9.3297105 10.7027499 0.5670586 7.7031775 13.2160722 7.6367138 11.3368785 9.4466239 9.8855005 10.2120985 8.9435278 11.9672085 6.5443200 1.5670586 11.0863492 8.2674801 12.0016688 10.1970043 9.3840241 12.1299190 3.4415100 9.3814629 8.6980399 0.9820718 9.1432100 3.3743996 -0.01092200 -0.01092200 -0.02958400 0.01321300 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 0.12874000 0.00680440 -0.02698800 0.00000000 0.00635110 -0.01092200 -0.01092200 -0.01092200 -0.02958400 -0.02958400 -0.02958400 -0.02958400 0.07469600 0.07469600 -0.05994200 -0.05994200 -0.05994200 0.01321300 0.01321300 0.01321300 0.07800600 0.02132300 0.02265900 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 -0.06316600 -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 1.98207178 6.94786249 10.82324932 12.28842464 11.54025961 10.32470835 10.62458109 9.91059641 10.98383813 7.81496820 0.56705863 3.15200490 9.02510550 12.54432051 10.23946595 12.61926900 3.63685659 11.33908019 8.38509017 8.90324951 8.85552228 10.62458109 -0.01785518 10.62051402 5.95935750 8.19896947 9.97147257 9.57453506 7.23455401 3.68251712 -1.01800126 9.15450549 3.23000314 8.73027108 11.40886696 9.01550119 7.15200287 3.15200490 6.85853309 NA 8.020997 11.402302 11.596781 10.186649 10.871582 10.482422 11.031927 11.107169 9.430194 10.821676 8.157004 10.374396 3.609105 11.784582 9.468913 10.511509 12.696639 6.870821 4.026473 9.526077 10.9165061 11.9512847 11.0980971 2.3040145 11.4296779 10.6155275 14.5907652 8.9245925 8.7716116 8.6685787 11.8503219 8.3177142 8.1963970 10.2915544 8.5519335 8.8006602 10.4987631 8.6059595 12.7911428 10.5912568 9.9091153 10.2622688 10.1177874 5.5670404 10.2418214 13.3173289 0.9820718 -1.0180013 9.1976111 11.5066198 11.2582025 11.9240427 11.1273734 11.0295429 11.6549454 10.0319267 3.0695475 4.5670404 10.2830026 9.0196249 11.3649723 11.0397314 5.0481664 11.0079098 11.4289029 10.7027499 11.4816749 10.6187027 10.4322583 10.3494929 7.1165041 10.1036116 5.8275675 NA 0.9820718 10.1529045 9.6685787 9.7950576 10.9165061 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino NA 3 5 3 2 3 NA NA NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 0 0 0 0 0 0 1 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 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 0 0 0 0 0 0 0 0 0 4.404079e-06 1.907278e-06 28.021978021978 35.1648351648352 4.3956043956044 24.7252747252747 7.69230769230769 9.5114348 NA 10.2893472 2.8884608 5.4734298 10.1452662 2.8884608 6.2635077 8.7893348 16.6463331 7.3962623 7.0228937 7.8542519 NA 9.9679526 8.9865000 4.5323232 4.9759328 3.1363883 8.2635072 -1.1115392 0.4734233 9.6274046 3.0583858 11.3972530 5.7832864 10.6836958 10.8877632 10.6525101 NA 2.8884608 9.4500517 NA 13.9624002 9.2294305 10.1784867 11.6911861 8.6299347 6.0382145 9.6990395 0.8884608 NA 13.5764995 8.9423937 -1.1115392 11.2305425 7.5705145 12.3352927 5.5749673 -0.1115392 0.4734233 3.0583858 NA 15.3876127 16.8315576 12.3766846 10.7046515 13.1460030 -0.1115392 0.4734233 5.6163871 11.5082293 8.8743098 10.7772111 9.6138340 2.8884608 18.6334921 19.9245120 13.7223462 NA 1.4734233 NA 12.0983781 NA 7.5784655 6.0782917 12.3229918 10.1322369 9.9328620 15.8925786 9.9612704 0.4734233 2.3478924 11.6498113 NA 10.0235358 12.3050411 9.1304509 11.6895699 12.4728432 -1.1115392 8.2850725 11.5352515 2.6958157 NA NA 5.6732342 5.2635077 4.8657456 9.4883806 9.7915964 11.0492847 1.4734233 0.4734233 3.9328643 NA 11.0832247 8.4734302 12.3166971 12.3873171 9.9266392 11.0119426 NA 4.0979226 13.6456495 7.9812248 11.2363660 8.1482112 10.0473993 10.0749659 7.1363955 11.3568374 3.0583858 1.2103889 10.5004148 7.9545569 11.8822908 9.5784657 9.2438190 11.3039456 2.2103889 8.9086838 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 7.3922934 10.3893097 11.5262248 11.9523684 10.8028530 10.3308930 NA 11.6466910 6.7711104 -1.1115392 -1.1115392 6.9328620 9.6657232 10.3073746 14.3519603 3.5438175 11.3863197 8.8251057 8.7187137 7.0432854 10.3308930 NA 11.0382150 4.3478995 8.8238980 8.3376166 10.6747375 7.3418212 2.3478924 0.8884608 8.8626243 5.2978590 8.5644250 10.5867384 9.6027133 7.2238579 2.6958157 2.0583858 NA 8.718191 11.616814 11.563757 11.356583 11.593020 9.405153 10.712233 12.047078 9.436326 11.534802 5.602712 11.640848 1.355749 12.305041 10.718983 9.980564 12.652381 8.362174 3.136388 10.402195 10.3031531 12.0773657 12.0856845 -0.1115392 11.5538037 11.0122659 14.5258560 10.1046074 9.0292977 8.4939475 12.7109391 9.2500717 6.9383164 10.2624205 9.0280193 3.1363883 11.2683877 8.7711108 8.7260959 13.5764995 11.2305425 10.5524706 10.7046515 5.1552554 7.6763704 13.7223462 -1.1115392 NA 8.8556942 9.0918159 11.6895699 12.4728432 11.5230520 11.5352515 11.5462329 10.3778141 5.9108358 NA 10.2820407 8.5835221 10.3912997 6.5679485 4.6698262 11.0832247 12.2220425 11.0119426 11.8320816 10.2580652 9.7825277 9.7518798 7.2721725 10.0770567 3.8426671 0.4734233 0.8884608 8.9782494 9.8339117 10.4654245 11.3455922 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 & neck squamous cell carcinoma 120 NA 5 white not hispanic or latino 1 4 1 1 1 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4.438757e-06 1.5605e-06 15.4285714285714 40 7.42857142857143 24 13.1428571428571 11.4353611 1.6060158 11.4867662 1.1909941 1.4133774 10.4081471 2.7759566 6.9679790 9.8891230 16.3897300 8.0654662 7.0777098 8.0998901 -1.3940316 8.7659060 8.8739919 5.1399115 7.1217345 3.4133910 10.3571603 1.9279723 2.6934981 10.0675142 10.8351539 11.9252835 NA 10.3799981 10.8584045 10.4250162 2.6934981 3.4640147 9.3459671 3.3609261 11.4886778 8.4748574 9.2417527 11.6896803 8.3542278 8.4810159 10.1768391 8.7340291 -1.3940316 13.4880090 8.7570513 1.6060158 10.0898505 4.0323037 11.8253545 5.4004491 NA 2.4133774 5.0654646 1.1909941 13.5044472 15.5083767 12.9063158 8.7721978 12.6197063 -0.3940316 7.7834540 3.9279628 8.3491861 9.3890328 11.7860993 10.5936541 3.3064810 14.9815833 16.9263990 13.3559042 6.9854128 2.4133774 4.0654689 11.9959349 NA 8.1567814 4.6284003 11.3738033 10.5514785 9.6109575 14.9326398 9.6868522 7.5861740 7.7119429 9.7191258 1.7759776 9.8675421 11.5102403 12.0536346 9.9183505 11.9076738 NA 8.5099167 11.2228133 8.8983562 -1.3940316 NA 4.3061966 5.7249749 10.1158097 9.9290894 9.9646860 9.6095526 5.0817700 NA 10.2036217 NA 11.4160038 9.9029509 12.3408502 11.1286163 9.3739544 11.4202166 0.1910572 2.3064664 12.9981509 9.0354414 11.3405327 11.7955504 10.3667546 9.3385753 5.8252030 10.4089549 3.5129221 3.9635851 11.1063787 9.6774971 11.6579234 10.9324642 8.1509993 11.8368058 2.0654689 9.4538046 8.7696845 -1.3940316 8.7236777 1.1909941 0.00097064 0.01209700 0.66863000 -0.03667400 -0.05168600 -0.66993000 0.03524200 0.02440800 0.80578000 0.01796300 0.01796300 0.01796300 -0.66316000 -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 -0.01174900 -0.06906400 0.00152550 0.00152550 0.77406000 0.00097064 0.00097064 0.01209700 -0.67049000 -0.66179000 0.04925600 -0.65305000 -0.67609000 -0.67609000 -0.66022000 -0.66022000 0.01405100 -0.05168600 -0.03108600 -0.05762100 -0.67701000 -0.65892000 -0.69313000 -1.29290000 -1.29290000 -0.03844200 -0.02000100 -0.02000100 0.00819590 -0.66420000 -0.64977000 -0.03483400 -0.01629200 0.02048300 -0.65789000 -0.69260000 0.02679500 0.00944910 0.00944910 -0.01904000 -0.01904000 -0.66453000 -0.20224000 0.00291330 0.00124810 -0.12460000 -0.12460000 -0.12460000 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 NA 7.7040669 10.3845226 10.7053825 10.5975566 10.3424366 10.4178108 0.9279723 10.9902789 7.9257069 3.6934981 5.5248974 8.0918643 10.1984918 10.9063873 12.0242827 3.5736654 11.8475710 7.9166474 9.0121016 6.4452384 10.4178108 1.7759776 10.2525934 5.9189181 8.1591074 6.7353177 8.6667307 8.5197471 4.6934981 NA 6.7557822 3.9279628 8.7262727 10.1330230 8.9635868 8.3525489 1.9279723 11.5582390 3.606039 6.464016 10.822174 13.111152 9.624235 11.677497 10.957250 10.804787 12.096760 9.572540 11.111846 10.322854 10.804173 6.032971 11.510240 11.847869 11.084804 12.990081 11.408955 4.278461 10.645982 11.060591 11.109860 12.972425 1.190994 11.590275 11.110854 14.989044 9.080755 9.188177 10.340744 12.061233 9.405923 9.004778 9.556591 9.202224 3.413391 10.984330 7.932464 9.767796 13.488009 10.089850 10.446813 8.772198 5.512925 8.095883 13.355904 5.249893 3.129596 9.521167 10.981346 9.918350 11.907674 11.796014 11.222813 10.813354 8.987578 7.503880 3.249885 8.670333 8.432297 11.943517 8.833651 4.190994 11.416004 11.283975 11.420217 12.051826 10.652136 10.228087 11.087834 8.710634 9.961386 2.927972 2.998358 7.152929 10.595188 10.297342 10.127144 10.833350 8.717171 10.939470 4.190994 TCGA-CN-4736 70 1 395 NA head and neck NA t1 nx NA female 2010 NA no head & neck squamous cell carcinoma 45 1980 NA white not hispanic or latino 1 3 5 2 4 1 5 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 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 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 4 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 3.121001e-06 6.935557e-07 19.8198198198198 18.9189189189189 1.8018018018018 37.8378378378378 21.6216216216216 9.4379081 NA 10.1066329 4.3926540 5.2437947 10.3573092 1.8901743 7.6120155 8.5859649 16.8944209 6.5782127 8.1125490 8.0556219 4.6975125 9.5625819 8.4067322 5.3495882 5.6028755 7.9223555 9.0205842 4.7863193 2.0421540 9.5040483 5.9199049 11.0719990 2.3051826 10.5223440 10.6104959 10.4379080 -1.2796340 5.0600820 8.6123798 NA 13.1474789 10.6950046 9.2642301 11.2853337 9.2976603 7.8926594 10.9669721 4.5275896 NA 12.3258268 9.5032299 -0.2798091 10.9275510 5.1668199 11.9572921 6.9538507 -1.2796340 0.7201909 5.7536553 1.3052118 16.6978011 17.0409564 12.0864172 9.9075837 12.8079430 0.7201909 -1.2796340 6.1296230 11.5787954 9.1104006 10.7471008 9.5905962 2.1796703 16.8301438 18.3800655 12.6678685 NA 3.6271165 3.4751238 11.8334854 NA 11.7333798 4.8901548 11.2531475 10.1243087 10.3445701 15.1850964 9.1817111 4.2437909 4.3926540 10.4751190 NA 10.1449228 11.4290525 9.1888556 11.2974243 12.1321397 0.3052118 8.3604767 11.1396651 6.3126888 NA 1.8901743 6.9823262 6.1464964 9.8642524 9.6457859 10.7387795 9.8508021 4.9100562 NA 6.0331146 NA 11.2396221 8.3404514 13.0592464 11.7797450 9.5972012 11.2369166 NA 5.8597832 13.3322361 8.1796633 11.0947277 10.3877867 10.8819933 9.3519361 7.8750496 11.6887184 5.1959657 2.9681645 11.0062117 9.1888556 11.9554979 9.9805630 8.9764404 11.6998354 2.8901548 9.3706371 9.0205842 -1.2796340 10.1532954 2.8076846 -0.11639000 -0.11639000 0.28739000 0.65829000 0.04131700 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 0.16100000 0.19390000 0.01356500 0.01356500 -0.13792000 -0.11639000 -0.11639000 -0.15093000 -0.32925000 -0.33090000 -0.33090000 -0.33090000 0.01014600 0.01014600 0.01014600 0.01014600 -0.33606000 0.04131700 -0.46387000 -0.00110460 0.00000000 -0.02562000 -0.16371000 -0.33964000 0.00000000 0.00000000 -0.00552630 -0.00552630 0.00485790 -0.33433000 -0.02369500 -0.00553750 -0.00818220 -0.00581400 0.00961370 0.00346870 0.01140000 -0.00332430 -0.00332430 0.00360760 0.00360760 0.16865000 -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 -0.119 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 -0.119 0.220 0.000 0.000 -0.381 -0.187 5.3640891 7.9986812 10.4331884 11.1527735 11.5915593 10.7765306 10.4041034 12.0356642 11.8766307 8.2379011 0.7201909 2.9681645 6.9296845 9.1506841 10.3504987 13.3666778 3.9761070 11.7386056 9.1060939 8.8505575 7.2632636 10.4041034 0.7201909 10.9616189 5.0600820 8.3062080 8.0799812 9.9562457 7.4063819 4.0056335 -1.2796340 7.5435987 5.1296210 9.0489064 10.0466610 9.1600625 6.5531209 3.4206710 5.6390961 NA 8.187837 11.423919 11.117893 10.781265 11.464224 9.629375 10.975850 11.709271 9.763942 10.645044 8.392657 11.036230 4.682084 11.429053 9.602875 10.553912 12.558608 7.753655 4.179662 9.178638 10.9481483 11.9969376 12.0618894 1.8901743 11.1553809 10.6733367 14.7187978 9.5154596 8.8495146 9.4549412 12.6574215 7.9897555 7.9026259 10.0073668 8.5324089 7.9223555 11.0168611 8.2300065 8.5704185 12.3258268 10.9275510 10.0331145 9.9075837 5.4751206 6.8391723 12.6678685 0.3052118 -0.2798091 8.9916947 9.2555069 11.2974243 12.1321397 11.3992718 11.1396651 10.6334950 9.7328561 5.5905960 6.4684237 10.1889981 8.6697666 13.2522221 6.7646261 5.1959657 11.2396221 11.5275865 11.2369166 11.6651266 10.3275619 10.5594354 9.9051069 6.5967488 9.9266355 2.0421540 3.4751238 1.3052118 10.2435191 9.9174483 9.7748360 10.3864555 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 & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 2 5 2 4 1 1 1 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 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.3103300 0.0329860 0.1008900 0.1008900 0.4985700 0.3785800 0.3130600 -0.7982000 -0.0220580 -0.0236060 0.0000000 0.0000000 -0.4528300 -0.4248400 -0.4242900 -0.8079000 0.3744600 0.3744600 -0.4042900 -0.4042900 -0.4089500 -0.4237500 -0.4123400 -0.4487800 -0.0343590 -0.2481200 -0.3026300 -0.0483420 -0.4337700 -0.0498300 -0.4718500 -0.4378900 -0.0343440 0.3281800 0.3281800 0.3111300 -0.4302900 0.5657800 -0.0477190 -0.0383060 0.3103300 0.3069700 0.3069700 0.0329860 0.3002600 -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 1.110 -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 1.110 -0.434 -0.434 -0.292 0.064 4.9845848 7.4955457 10.5955034 11.7610640 11.6756794 10.0574248 11.1693177 10.7050970 10.4204030 8.7919391 0.4403144 3.3147255 7.6135243 9.6529625 10.5308170 12.5196371 3.3277879 11.7406160 10.4941894 8.8691540 5.5277272 11.1693177 1.4402612 10.8485932 3.7621893 7.2584831 8.0549733 10.2238075 7.6851819 5.8094968 0.8552722 10.8178102 4.6626556 9.5099371 9.4570718 8.7348844 7.2433187 4.3147328 3.4991571 1.855312 4.942763 11.859346 12.452609 10.027729 12.130989 9.851068 11.259644 12.515185 7.765194 11.085622 6.989727 10.412286 6.554908 11.572335 9.207344 10.355645 12.908154 8.843986 3.177232 10.026478 10.6726844 11.6610449 11.1679004 2.5557425 11.9977272 10.5505293 12.5345578 9.3973655 9.1197437 9.1453198 11.5161882 8.6939535 7.8181968 10.4379134 8.4810099 9.1197437 10.9894064 8.0277286 6.6690821 13.5750641 12.3663123 10.1226728 10.6818495 5.3147328 5.6754801 10.9585888 1.6626613 -1.1446481 8.8225272 9.5206369 11.0509808 11.6943079 9.9146454 10.9913308 11.7417597 10.0500579 4.2815647 5.3471554 10.2204970 8.4691090 12.2694576 6.1681847 4.7860369 10.8651296 12.2368439 10.9625181 11.8686236 10.3451490 10.0617049 9.7054878 7.0352104 10.5883163 1.6626613 2.9427585 0.4403144 8.4970275 9.0227190 10.0641450 10.7789999 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 & neck squamous cell carcinoma 72 1960 0 white not hispanic or latino 1 1 1 3 3 2 3 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 3.190356e-06 1.213723e-06 15.5038759689922 24.031007751938 9.30232558139535 31.0077519379845 20.1550387596899 9.5856994 -1.3610458 10.5998810 0.2237932 -0.3612311 10.6838702 7.7262556 7.2898446 9.0235770 16.1069557 7.5305764 7.6694605 7.4332090 4.8482474 9.6687705 9.3112184 5.2970043 5.3802584 10.1618649 8.3869859 3.8482474 2.6387921 2.0982174 6.9562054 11.9807288 2.8867257 10.4866334 10.5787396 10.5471858 2.0502231 2.8867257 9.4661597 NA 13.7091237 8.7809003 10.0278866 11.9082120 8.0503042 5.8482474 13.1339611 6.2535034 2.7262645 13.8947437 9.4201529 1.2237314 12.3763574 7.2087630 12.6999955 6.6444173 NA -0.3612311 5.8961798 -1.3610458 15.4311765 15.8928827 11.9328150 10.7658201 13.0544029 NA 0.2237932 4.7262536 9.9669070 9.1023175 10.7567608 10.4336151 1.9607341 16.9165527 18.9078033 11.7033675 NA 1.4461503 2.7262645 11.9472744 -1.3610458 7.6913611 6.3322801 11.8926096 10.7834513 9.7764246 15.9243759 9.5561652 5.1779537 2.8867257 10.6391453 4.7262536 9.9968949 12.1316928 8.4332090 11.8830083 12.2539629 0.2237932 8.4283267 11.9751602 4.8676099 -1.3610458 NA 6.7837578 6.9055796 8.3217879 9.5137744 10.5068440 10.6288971 6.4003449 3.4967691 6.2754168 NA 10.8171468 9.6267676 12.6757394 11.9895942 9.7200635 11.1328987 -1.3610458 5.8676123 13.2175196 7.7102554 11.0072996 8.6818203 10.4590758 10.1710517 11.1341485 11.7593550 4.9425755 3.2826474 10.1053795 8.4921027 11.8037000 10.1706619 8.6597730 12.1730960 2.7262645 8.9562736 9.2726965 NA 11.0995050 2.2237623 0.0294660 -0.0049176 0.1448800 0.5745100 0.5745100 -0.0977400 -0.0977400 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 0.1305100 0.2471600 0.0043807 -0.0135400 -0.0135400 0.0294660 -0.0049176 -0.0049176 -0.1510600 -0.1510600 -0.1609000 -0.1609000 -0.0931390 -0.0931390 -0.0931390 -0.0931390 -0.0206870 0.1319900 0.1290400 0.1290400 -0.0977400 0.1706100 -0.1692900 -0.1713200 0.0365120 0.0365120 0.0346770 0.0346770 0.0346770 0.1336200 -0.0184900 -0.0283740 0.0387710 0.0387710 0.1260900 0.1336200 -0.0210980 0.0784380 0.0700990 -0.0091286 -0.0091286 0.0000000 -0.1257700 -0.0081624 -0.1566900 -0.0829340 -0.0818710 -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 NA 7.0224976 10.5915343 12.0706824 11.8077785 10.7486237 10.8102827 1.6388153 11.5317153 6.3041295 1.9607341 4.5929892 7.7834514 10.4948295 10.5546725 14.5031244 3.3667139 11.4629563 9.0971997 9.0983169 7.0775848 10.8102827 0.6387689 10.9011816 5.8579611 8.6285425 8.1124989 9.8688136 8.1018271 4.8286164 12.8646030 8.1405905 6.5214356 9.1446047 10.0708130 9.2284443 7.6217867 3.0311128 4.3392300 NA 7.005116 12.107163 15.545015 12.691616 11.907627 10.004022 10.946279 12.613925 8.803700 12.048177 8.304129 10.872113 4.589728 12.131693 9.524489 10.908796 12.761730 9.403665 5.311220 9.979200 11.6710111 12.1779519 11.1231126 1.9607341 11.9944195 10.7690419 15.3879678 9.6210736 9.2599292 9.1818249 12.2214056 7.9791994 7.9830888 10.5438040 9.0930924 10.1618649 11.8073085 7.8555388 9.1544928 13.8947437 12.3763574 10.2658710 10.7658201 5.8087171 8.0817364 11.7033675 2.9607156 -0.3612311 9.5732211 9.0268103 11.8830083 12.2539629 10.9850298 11.9751602 11.9249177 10.1099603 NA 0.2237932 10.6311296 8.1346481 9.9533764 8.1266332 5.0311084 10.8171468 11.7539994 11.1328987 11.6848939 10.1386390 10.3722322 9.4645470 5.9334145 10.2898448 5.5336101 0.6387689 9.5643475 9.9643178 9.9595937 10.4226099 10.7580585 7.4266958 10.7629144 6.0396736 TCGA-CN-4739 71 1 1394 NA head and neck stage iva t4a n0 m0 male 2009 NA yes head & neck squamous cell carcinoma 82.5 1954 0 white not hispanic or latino 2 2 1 1 3 4 3 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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 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 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 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 0 4 4 0 0 0 4 4 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 1 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6.276679e-06 2.150023e-06 16.260162601626 14.6341463414634 11.3821138211382 28.8617886178862 28.8617886178862 8.7614090 -1.4949221 10.7340191 1.0901759 2.3125490 11.0823932 10.2621737 7.2567446 8.6045480 14.6307955 7.5275685 8.2717291 7.1705360 4.6344829 9.1199102 8.9060798 4.6478153 5.6241418 3.9646297 8.8338752 2.5052050 0.8271686 8.6058628 4.9970530 12.1321642 NA 9.9298916 11.0023038 10.7079364 1.2232990 3.4120905 9.9152118 -0.4947188 13.9977734 8.3553872 9.3575582 11.9476256 8.7661201 5.9230541 10.8352769 3.4593923 NA 13.2148228 9.1143793 2.5052050 12.0380433 12.2456927 12.2964651 8.3189815 NA -1.4949221 4.9809347 1.9646204 13.3173251 13.5867895 12.4830080 9.4521067 13.2201435 NA -1.4949221 5.7436038 8.1400112 9.6925526 11.1734206 10.3181799 1.6751385 15.5709321 17.3432286 11.5110004 NA 2.5926603 3.5052050 12.3913733 -1.4949221 8.1327341 6.7436052 12.1219410 11.1208301 10.1553546 15.4506214 10.1736423 4.8627539 2.8271280 9.8921407 3.4593923 10.7382208 12.7593432 8.2073731 11.5662340 12.6399476 NA 9.1634119 11.3585099 7.4623027 -0.4947188 NA 6.6551500 5.4824805 7.2125596 9.5900087 9.8461631 9.5275683 3.1490642 NA 6.3189820 NA 10.4083291 9.2483517 13.2113726 11.6061912 9.0842995 10.9419119 -1.4949221 2.5926603 13.2528689 8.6447518 10.7946430 11.1881950 10.3588024 9.5163997 11.9403498 10.4314964 5.3506917 2.3125490 11.6115998 7.3939438 11.9361756 10.1647505 9.0520950 11.4100231 3.2600859 9.2888781 9.4113394 -0.4947188 11.7939223 3.1490642 -0.0814720 -0.0814720 0.6122600 0.5280100 -0.3235600 0.0393370 0.0393370 0.1489000 0.1489000 0.9795600 0.4682700 0.4775300 -0.0080244 -0.0247980 0.0000000 -0.0227900 -0.3357200 1.5232000 0.1191700 0.1090500 -0.3273900 -0.3273900 0.5413600 -0.1249900 -0.1653600 -0.1653600 0.3310800 0.0112610 0.1105200 0.1447400 0.1447400 -0.0814720 -0.0814720 -0.0814720 -0.1432500 -0.1374200 -0.1374200 -0.1374200 -0.1602600 -0.1602600 -0.1602600 -0.1602600 -0.1602600 -0.3235600 -0.3235600 -0.3235600 0.0393370 0.1489000 0.1489000 -0.0857220 -0.8030200 0.0000000 0.0532370 0.0532370 0.0532370 -0.3438900 -0.1206600 -0.3718900 -0.3273900 -0.3273900 -0.0842620 -0.0842620 0.1149200 0.1162400 0.1162400 -0.1249900 -0.1434500 -0.1615400 -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 -0.165 -0.165 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 0.492 0.168 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 -0.165 -0.165 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 0.492 0.168 0.000 0.000 0.149 0.149 0.468 0.468 0.000 0.000 0.000 0.000 NA 7.3317491 10.7073242 11.2091040 12.1670898 9.7619988 11.1716463 2.4121040 10.4593967 5.4477147 2.8975115 5.0287636 8.3044818 9.8687877 10.4469816 15.7260227 1.5123786 11.8151030 9.1714245 9.1648486 7.8089809 11.1716463 -0.4947188 10.6019155 4.9145932 9.0914584 6.9970530 8.7255786 7.2911762 6.2931037 6.7672946 7.7507532 6.8583478 8.7243689 9.4180898 9.5427473 8.2228770 1.9646204 -0.4947188 0.5051796 5.5386220 11.9006007 11.7542976 12.7641344 12.0033016 9.1767414 10.8750704 12.4435854 8.4695413 11.1716463 6.9188287 10.9689802 4.9827153 12.7593432 7.9439922 10.7772469 12.4004150 10.8953694 1.3125490 11.4700827 10.6447517 11.8419859 10.0688734 0.8271686 12.3901340 10.1481546 14.4001358 8.5833513 8.5261803 9.8775214 11.8391943 9.7578422 8.6875947 9.7495643 9.5296476 3.9646297 11.4394441 9.4608503 9.9620682 13.2148228 12.0380433 9.6182913 9.4521067 5.8361185 8.7708155 11.5110004 1.0901759 0.5051796 9.0501648 9.4381533 11.5662340 12.6399476 11.2341838 11.3585099 11.4938851 9.3036723 NA -1.4949221 9.6919523 8.0436223 9.1427310 10.2288614 4.6549453 10.4083291 12.1792823 10.9419119 12.2741084 10.3577299 10.4702631 8.6202440 7.0129954 10.5564094 4.8089822 -0.4947188 9.1553546 9.5273671 10.5129286 9.5753214 11.2928989 7.9605273 10.6357710 5.2466665 TCGA-CN-4740 79 1 839 NA head and neck stage iva t4a n0 m0 female 2009 NA yes head & neck squamous cell carcinoma 12 NA 0 white NA 3 2 5 2 4 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.612146e-06 1.491145e-06 21.6666666666667 39.4444444444444 2.22222222222222 27.2222222222222 9.44444444444444 9.6179359 NA 10.5793106 5.3353296 5.9383258 10.1763139 7.7133164 7.3985710 8.8350237 16.3241067 7.7495148 7.0709324 8.7366908 3.8168659 8.5932499 8.0082874 4.7972309 6.1848357 4.3622945 8.3572771 2.8553320 1.9293365 13.6003904 6.0668405 11.2070882 3.5142990 10.6575966 10.5202971 10.1260609 -0.3925158 5.7571540 8.6106167 0.1923204 11.9263742 10.5532174 9.6714768 11.4387150 10.2553159 8.5731920 11.5187998 6.8265765 -1.3925158 12.6520581 8.4402978 NA 11.0045476 10.1322384 12.7692483 7.0952483 1.6073895 0.1923204 3.5142990 1.7773250 14.6963612 15.7821273 12.3392571 9.4823891 12.5284119 2.9293365 0.1923204 6.2073209 10.6991738 9.7879386 11.2342575 9.7366908 0.6073895 16.6397388 17.6451317 12.8753649 3.3078511 3.6517980 5.0503493 12.1715573 -0.3925158 10.7334670 6.9293354 10.8828194 9.8295989 10.3233698 15.1862817 9.4211890 6.4839254 3.5616072 10.8455140 -0.3925158 9.8962738 11.9313492 9.2101066 10.1294989 12.8651639 0.1923204 8.3821947 11.0622212 6.3821952 -0.3925158 NA 6.3617613 6.9649600 9.6748421 9.5052532 10.5757146 10.5568697 4.2221167 -0.3925158 5.6074073 -0.3925158 11.2627149 8.8362265 12.8913643 11.0826346 9.5906295 10.7257000 4.5142990 2.9997295 13.5772440 7.7054396 11.3547616 10.4611073 10.1965955 9.8858573 10.6995042 12.0713153 6.8362259 1.1923836 9.7321754 8.6242161 12.6298623 9.8332177 8.6828868 11.5409140 2.4147580 8.6328382 9.4139575 0.1923204 11.0513873 2.6948802 0.37297000 -0.00222670 0.21621000 -0.01258500 -0.01097400 -0.20735000 1.86130000 -0.01258500 2.46570000 3.00200000 0.60574000 0.68058000 -0.22762000 -0.21838000 -0.21912000 -0.21912000 -0.33446000 0.01977300 -0.00582380 -0.00831030 2.29600000 -0.26204000 0.20502000 -0.02028000 -0.21882000 -0.16968000 0.19130000 -0.08148100 0.04853500 0.04853500 0.04853500 -0.00222670 -0.00222670 -0.18836000 -0.22319000 -0.22319000 -0.22245000 -0.22245000 0.20288000 0.20288000 0.20288000 0.20349000 0.20349000 -0.01097400 -0.01097400 -0.00817230 -0.22491000 0.00040605 0.00040605 -0.21578000 -0.63311000 -0.21912000 0.03269400 0.03269400 0.03269400 -0.33446000 0.01977300 -0.00831030 -0.21529000 -0.21529000 0.00000000 0.18782000 0.20502000 -0.00706750 -0.00789610 -0.02028000 -0.01423800 -0.32183000 -0.04442500 -0.04442500 0.12814000 0.14904000 0.14904000 -0.08148100 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 -0.207 -0.207 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 -0.207 -0.207 0.000 0.000 0.465 0.681 -0.219 -0.219 0.149 0.149 4.3078511 7.5616041 9.8271814 10.9577946 11.9170262 10.4107317 10.3622953 11.0244691 10.9550292 8.9824472 0.9293365 4.1923678 7.0294728 10.5422044 10.0534572 12.9483706 2.9401104 11.5056313 7.7028050 8.4354965 6.4777728 10.3622953 0.1923204 10.9959633 5.0831410 8.6729047 10.1012632 9.9472578 6.8800843 6.6788705 2.0668469 7.7596925 4.2221167 8.3130404 11.7164222 9.0750132 7.1191601 3.6517980 5.6947632 -1.3925158 6.9293354 12.6686946 11.4526881 10.4171759 11.4867996 11.5612405 11.2414723 10.7685397 8.6572563 10.7820215 7.6734971 10.5999921 4.7406038 11.9313492 9.7308826 11.7488764 13.0043276 7.7054396 0.1923204 11.9745495 10.4243914 11.7989297 11.5156128 1.6073895 11.2787277 10.2691860 14.6526120 9.1042617 8.3147668 9.0326238 11.2727437 9.4720505 8.0992610 9.8174703 8.3233696 4.3622945 11.2469746 9.0029418 9.0104198 12.6520581 11.0045476 10.4079033 9.4823891 6.1923698 7.2833653 12.8753649 2.6948802 -0.3925158 8.9383246 10.0130812 10.1294989 12.8651639 11.0106862 11.0622212 11.3971452 10.3710352 3.4147580 3.7366915 9.4953366 9.3796069 12.3249771 7.5232875 5.1772640 11.2627149 11.4587665 10.7257000 12.3168148 10.4785430 10.6126815 10.1576736 8.1052595 10.0861774 3.7773355 -0.3925158 6.1772640 9.3793675 10.0066857 10.1919006 10.6366950 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 & neck squamous cell carcinoma 45 1978 0 white not hispanic or latino 3 5 3 2 3 4 3 3 NA NA 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 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 5.062957e-06 1.803245e-06 22.8855721393035 43.2835820895522 5.4726368159204 18.407960199005 9.95024875621891 8.08473931 NA 10.60735556 0.03308817 4.51420434 10.89597297 10.34935897 6.34293336 9.16407676 15.62192865 7.72423961 8.03682968 10.77510603 -1.55173334 9.38032967 9.78517927 4.67693308 4.92384801 11.09309776 8.97363567 1.77002556 3.57739257 8.29986372 8.77566756 11.76821030 NA 10.76354752 10.95838458 10.81580267 1.44810804 3.65757141 9.38058076 NA 13.98226577 8.04430449 9.20816948 11.84043231 8.00078425 4.49250697 13.26584806 6.05544514 -0.55194483 13.59778264 9.28100502 -1.55173334 12.41425982 9.39022615 12.53979821 9.17603523 0.77002556 0.77002556 4.61803892 -1.55173334 14.76041025 15.49064296 12.63636993 10.18367086 13.09484234 0.77002556 1.03308817 4.20300534 11.32961125 9.89519809 11.71226423 10.48084946 1.11029642 17.59214822 18.75191459 10.62054243 -0.55194483 1.77002556 1.03308817 11.85962590 -1.55173334 7.18958145 3.14855996 11.24977478 10.41534112 9.95343026 15.09603702 9.40085617 1.61805067 5.22947641 10.72714505 -0.55194483 10.41534112 12.82201456 8.40085596 12.29771546 12.39374162 -0.55194483 9.12407193 12.16942774 7.45934227 -0.55194483 NA 6.65385970 5.41389867 3.69603834 11.08541901 9.35950689 9.86965383 1.44810804 NA 8.18958195 NA 10.37552246 8.83720847 12.78175945 12.10241527 9.78798709 11.39007951 NA 3.57739257 13.19205518 9.93846444 11.10587990 9.12583446 10.62724331 9.91701890 12.83492046 10.34255375 3.30610180 2.44810804 11.15353132 8.81771214 11.83276377 9.75303653 9.19378923 10.64440963 1.77002556 9.43052385 8.73467271 NA 12.30755262 1.03308817 0.0036076 -0.0506410 3.6018000 -0.0121620 -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 -0.0100600 0.6901700 -0.0246610 0.0376410 0.0047190 0.0144700 0.0144700 0.6601400 0.0892720 0.0310140 0.0310140 0.0310140 -0.0506410 -0.0506410 -0.3677500 -0.0328600 -0.0328600 -0.0380030 -0.0380030 -0.0113350 -0.0113350 -0.0113350 -0.0133530 -0.0133530 -0.0121620 -0.0121620 -0.0121620 0.0000000 -0.0076101 -0.0076101 0.0296060 0.0164250 0.7288600 -0.0157410 -0.0157410 -0.0157410 0.0044411 -0.7671500 -0.0091286 -0.0959120 -0.0959120 0.0059212 0.0065262 0.0376410 0.0711040 0.0711040 -0.0309830 -0.0077482 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 0.712 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 0.712 0.000 0.000 -1.551733 7.607986 10.519577 12.408026 11.683531 10.350490 10.382911 5.189583 10.354254 6.519576 3.091971 4.120543 7.514204 10.464575 10.405580 15.241197 3.742739 11.502380 8.327698 9.015092 6.287319 10.382911 1.033088 10.293997 3.255471 9.352652 5.106327 9.728874 7.014207 7.358008 4.402313 7.522176 7.141601 8.704324 8.909594 9.770043 7.935955 2.535580 2.448108 1.255440 6.033077 9.279422 11.819343 13.120043 12.289089 8.736981 10.511510 12.101968 8.222902 10.914446 6.911639 11.017496 5.557162 12.822015 9.634229 10.927137 11.714367 10.148555 2.255471 10.751610 10.37774314 11.96060847 12.08405968 2.61805067 11.92270812 10.14464779 15.12459350 10.42682537 8.62926700 9.51083576 11.46370419 9.71870804 8.43253355 10.16878668 9.10721891 11.09309776 11.56624488 10.13330163 8.34747167 13.59778264 12.41425982 10.41858032 10.18367086 5.30609451 6.44811465 10.62054243 6.60293339 -1.55173334 9.29595531 8.54087196 12.29771546 12.39374162 10.61835292 12.16942774 11.81279674 8.83828370 4.69604391 0.03308817 9.35656751 8.66228812 9.54548869 6.57223637 4.20300534 10.37552246 11.36231312 11.39007951 11.71534052 10.15504260 9.33533542 8.48566189 7.64533131 9.25546981 -0.55194483 2.14854369 9.41173341 8.98099666 10.06328465 9.60546192 12.19305382 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 & neck squamous cell carcinoma 20 1988 3 white not hispanic or latino 1 6 5 3 2 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 1 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 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 7 0 0 0 0 0 0 4 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 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 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 1 0 7 0 0 0 0 2.496801e-06 7.629113e-07 29.1666666666667 15.625 3.125 28.125 23.9583333333333 9.77350453 NA 9.79438825 5.24525986 4.52616273 10.32954712 5.37415964 6.29169564 8.65861138 15.50240580 7.45216050 7.72296187 8.34457110 -0.49614247 8.45362005 8.32077709 5.01158956 3.89610713 3.20423464 8.35710285 3.25868474 -1.49614247 11.64014369 7.11481780 11.14426425 0.82570423 10.81270117 10.42265655 10.24061808 -1.49614247 5.64334539 9.17986506 NA 12.83729813 9.53377065 9.31917669 12.04742936 9.96014779 7.42860556 12.40107158 3.41068030 NA 10.51187172 8.39557698 -0.49614247 9.28269185 12.25679379 12.47479793 6.61753505 -1.49614247 0.08882003 4.63307660 1.31115432 14.03791228 15.32860879 12.39215608 11.07767715 12.19105965 -1.49614247 NA 5.53721529 11.29861530 9.76999417 10.22745434 9.57055534 1.50380666 17.61038439 17.45033414 11.19160638 NA 3.75172079 1.31115432 12.42284287 -1.49614247 9.16378928 7.80300160 11.18901300 9.57257158 10.67934286 16.14865652 9.25784580 6.27857955 3.89610713 10.86847519 -0.49614247 10.51152141 12.28085238 8.48107326 10.29942715 13.32596579 -1.49614247 8.70958669 10.78774980 9.79092855 NA NA 5.99596609 6.58060832 6.54271308 9.70591710 9.78282347 11.48856778 1.50380666 -0.49614247 5.10370744 NA 11.03224744 9.41817856 12.72439838 11.86381734 9.22174395 11.04706684 NA 4.59125454 13.42962590 8.28187023 11.55771924 10.33865940 10.19929138 10.77137301 11.27218443 11.42823474 4.82571949 -0.49614247 8.37415790 8.35085081 12.52572758 9.78630263 9.21373877 12.84099708 1.31115432 8.93366027 8.32077709 -0.49614247 11.27094323 1.50380666 2.1774e-01 2.1774e-01 2.7695e-01 5.8309e-03 2.3146e-01 -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 -5.6981e-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 -1.6981e-02 -1.6981e-02 5.3029e-01 1.6835e-01 2.6137e-01 1.1951e-01 2.6714e-05 2.1774e-01 2.1774e-01 -2.5310e-01 -2.6047e-01 -2.6047e-01 -2.6431e-01 2.4684e-01 -2.8628e-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 -1.7036e-02 -1.4778e-02 -1.3858e-03 2.3426e-01 2.4000e-01 0.0000e+00 2.1576e-01 2.1576e-01 7.7325e-02 2.5981e-01 9.7064e-04 -3.4627e-03 -3.4627e-03 -2.9721e-02 -2.9721e-02 -2.7200e-01 -8.4528e-02 -8.4528e-02 -1.3419e-01 -8.3327e-02 -1.0127e-01 1.3700e-01 0.000 0.000 0.240 0.240 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 0.119 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 0.240 0.240 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 0.119 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 0.5037558 6.1762190 10.7433919 11.3530029 11.8865524 10.2661754 10.1326944 7.9279598 11.8702522 9.5052016 -1.4961425 1.0887522 6.4286064 10.0170275 9.7481571 14.1303865 3.5534219 12.0512904 8.7564589 8.6601040 5.5912575 10.1326944 1.5038067 10.6011671 4.6936152 9.3676312 8.1440382 9.7810807 6.9444134 5.0115896 2.4106939 7.7010097 2.5037812 8.7880390 10.7653006 9.3516336 8.0175211 2.3111543 3.3111543 NA 6.125845 12.041618 12.261598 11.807146 12.167463 10.259933 11.805432 11.748157 7.678719 10.828818 7.588601 10.480715 5.149093 12.280852 9.285153 10.296177 12.417420 6.946737 1.825704 9.579941 10.28063751 12.68121287 10.97343513 0.50375579 11.79237109 10.10880983 14.59235282 7.90039831 9.49389727 9.45069969 11.74175015 8.47533704 8.22660101 10.42228389 8.70101009 3.20423464 10.83974186 8.48963525 9.48107326 10.51187172 9.28269185 10.83443012 11.07767715 5.88749846 8.04101185 11.19160638 -0.49614247 NA 8.87883291 9.87883276 10.29942715 13.32596579 12.10463544 10.78774980 11.86038284 10.37839056 0.08882003 1.08875220 10.44411428 8.36952668 10.37954266 8.58594237 4.71324490 11.03224744 11.31356144 11.04706684 11.90773737 10.59191901 10.59886065 9.67371841 7.41668270 10.53066257 4.73261111 -1.49614247 1.08875220 8.14371279 9.96884949 9.19815132 10.13497044 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 & neck squamous cell carcinoma 40 NA 0 black or african american not hispanic or latino 1 3 3 1 4 1 5 1 NA NA 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 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 1 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 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 4 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 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 5 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 5 0 0 0 0 3.675845e-06 9.363002e-07 15.6716417910448 11.9402985074627 9.70149253731343 35.8208955223881 26.865671641791 10.2742331 -1.3496031 10.1108076 2.8202811 4.6276302 10.6573789 8.4974092 6.9586907 8.8438771 15.0696206 8.4085747 7.5021006 8.6906413 NA 9.0057029 10.5303178 4.0766189 3.0426618 3.2353135 8.0426690 0.6503969 1.4576993 10.2746902 8.7536393 11.5917661 3.6045458 10.6995195 10.3040924 11.0560249 -1.3496031 4.5329964 8.5609942 NA 13.8321639 10.5253330 9.1999245 11.5222569 8.7164409 7.7744728 11.1164281 4.5329964 -1.3496031 10.7008805 8.9722797 -0.3496031 11.8640635 12.1551011 12.2834604 6.8743531 0.6503969 NA 6.4705304 2.1097951 14.5306256 14.7534146 12.5306048 10.5005385 13.3880215 -0.3496031 0.6503969 6.1581471 10.0318946 8.1240572 11.1090146 9.8177699 0.2353594 17.7253267 18.7628077 10.3311507 -1.3496031 1.8202811 2.3507801 11.9212309 NA 9.8923349 5.8695211 11.2326066 10.4887677 10.1773398 15.5949379 9.6878986 2.1097951 3.5572385 10.9809884 -0.3496031 10.2746902 12.0261988 7.1220266 11.4532719 11.6294195 NA 8.3507911 10.9438233 6.0079041 NA 0.2353594 6.0173741 6.3645969 8.1972462 9.7962838 10.0834154 10.5553625 3.1097784 2.5572385 4.1097868 NA 10.1015628 9.2887877 12.6005430 11.4830439 9.9239841 11.0940723 NA 6.5021014 13.1395724 7.9700236 11.3956058 9.0576195 10.0301145 10.4710771 11.3970759 11.7359901 6.1501981 -0.3496031 8.7809222 9.0199490 12.2694253 9.9615323 8.6545719 11.8630000 2.2353288 9.8263502 9.1138760 1.6503510 10.9062654 2.2353288 -0.0184900 -0.0055449 0.5209500 -0.2130500 -0.2130500 0.0190830 0.0190830 0.0204820 0.0204820 0.4773300 0.4773300 0.5008200 0.3903100 0.3903100 0.3841900 0.3841900 0.1074500 0.1074500 -0.1506700 -0.1506700 0.0150510 0.0294660 0.0253900 0.0175440 0.0317180 -0.4522200 0.0000000 -0.0328600 -0.2144100 -0.2031100 -0.2031100 -0.0184900 -0.0184900 -0.0136770 -0.4542600 -0.4542600 -0.4542600 -0.4542600 -0.1630700 -0.1630700 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 -0.1701600 0.0150510 0.0150510 0.0266540 0.0372170 0.0253900 0.0203430 0.0203430 0.0175440 0.0175440 -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 2.7378165 6.9403700 11.1630921 11.5858851 11.3901322 10.0062533 11.1914483 8.7496995 11.0549610 8.3139097 -0.3496031 2.9722883 6.8051699 10.2054200 9.9006501 12.9504897 2.7496415 11.1409519 9.5928662 8.9888094 5.9812682 11.1914483 1.2352982 10.9626674 5.1895123 9.5070961 7.4641332 10.1482035 7.7974800 3.7378165 2.2353288 9.0490633 4.2353135 8.6319188 9.8536996 8.9311225 7.4864022 3.1739109 3.3507942 NA 6.371451 12.776088 12.700789 12.114004 11.421635 9.977904 10.669595 12.047224 8.268737 10.659480 6.438255 10.197728 4.884354 12.026199 10.160127 10.770265 12.857649 8.203021 1.235298 10.827460 11.0345957 12.1583940 9.9461205 1.4576993 11.2317876 11.4469997 14.5751175 9.1189756 8.9756571 8.7860608 10.9935374 9.6742862 7.2760602 10.5310830 9.9041991 3.2353135 11.1217728 7.8026366 9.7298364 10.7008805 11.8640635 10.6779122 10.5005385 6.0682043 7.8935254 10.3311507 2.3507801 0.2353594 9.6988385 9.9495597 11.4532719 11.6294195 11.0774025 10.9438233 12.0271553 10.6964525 NA 2.7378165 10.4300258 8.2895113 10.8299497 8.6601803 3.8598006 10.1015628 11.9390736 11.0940723 11.9050850 10.3825191 10.6197382 10.1082454 7.0210388 10.4784881 0.6503969 NA 3.8982761 7.8969971 9.7211435 10.2235255 10.8689149 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 3 3 3 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 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 4 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 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 1 0 0 0 0 0 0 0 0 7 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 4 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 6 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 4 0 1.047269e-05 3.29439e-06 10.4218362282878 14.3920595533499 6.69975186104218 39.454094292804 29.0322580645161 8.3885843 -0.6558533 10.2317917 2.2510828 5.5040610 10.9577495 3.8036197 6.5090972 8.5116084 14.3221633 8.2764050 7.2719681 7.1959391 -1.6556260 9.4455095 8.4631312 5.3441894 2.4316497 6.1833932 9.7762101 1.3442036 1.1515341 8.6003991 4.2749251 12.1560666 -1.6556260 10.9712681 10.6188596 10.8013146 NA 5.2021709 8.6265607 -1.6556260 15.4744189 9.4945722 9.2600697 12.0697695 9.0376771 6.4786159 10.9593600 3.0446214 NA 13.6575339 9.4203378 2.1515341 11.2686316 7.4884917 11.8401702 7.5560784 2.3477790 NA 4.4734752 -0.6558533 13.5599113 13.9128981 12.1388173 9.9026110 13.6494326 -1.6556260 -1.6556260 6.7322081 11.9450324 9.1959393 10.6255407 10.0644345 1.8036404 17.7189368 18.7554934 10.6536666 5.4631320 3.5536431 3.1515504 12.3553301 0.6661203 8.2983866 5.6015777 11.8069660 10.4266719 10.3045543 16.2395466 10.2495772 5.5633595 6.3214700 11.1078176 2.5921102 10.3991337 11.8387384 6.8280057 10.9016540 12.1110297 NA 8.8340383 10.7230270 6.1320935 NA NA 5.9103969 6.0306914 9.3300322 9.8455299 10.0759335 9.8804374 3.1515504 0.9291850 2.9880484 -1.6556260 11.1681545 9.5166178 12.5787083 11.2066339 9.9207880 10.6621681 NA 4.0166122 13.4803002 8.3582107 11.1129948 9.6324796 10.5932444 9.6530242 8.7192297 12.4596404 6.5536431 1.6661203 10.9114333 8.6284361 12.2082796 10.2253042 8.9253909 11.4925079 2.3442036 9.9940886 10.0571471 2.5141223 10.6121473 1.6661203 0.2137600 -0.1123400 0.5489400 -0.1077500 0.2148400 1.5958000 0.5396000 0.1941500 0.2053400 0.3084100 0.3084100 0.3084100 -0.1027600 -0.1027600 -0.1027600 -0.0824020 -0.4034000 -0.0878440 -0.1814400 0.1475600 -0.0842620 -0.0968360 0.5615200 0.2156000 0.0051359 0.0051359 0.2267100 0.0509610 -0.3961600 -0.0289010 -0.0289010 0.1951000 -1.0880000 -0.1280300 -0.1710700 -0.1710700 -0.1660700 -0.1660700 0.0000000 0.0000000 0.0000000 0.0000000 0.0031910 -0.1329000 -0.1329000 -0.1329000 1.1643000 0.3924700 0.3924700 -1.0751000 -0.1027600 -0.1027600 0.4626300 0.4626300 -0.0944600 -0.4034000 -0.0878440 0.1475600 -0.3957500 -0.4060600 0.2231100 0.2234500 0.2274400 -0.4062800 -0.4062800 0.2004500 0.2029700 -0.0996040 -0.1171700 -0.1171700 0.1683500 0.0535210 0.0535210 0.0410340 0.463 0.000 -0.403 0.000 0.148 0.148 0.000 0.223 0.227 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 0.308 0.308 0.000 0.000 0.000 0.000 0.463 0.000 -0.403 0.000 0.148 0.148 0.000 0.223 0.227 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 0.308 0.308 0.000 0.000 0.000 0.000 NA 7.9006966 11.2254954 11.4639419 11.8043901 10.4679884 11.2079893 1.8036404 10.1467066 6.1833932 NA -0.6558533 7.9329051 9.5814002 10.3960789 12.6033450 3.2086265 11.1105121 9.2260689 8.5993959 6.2083768 11.2079893 2.9291471 11.1949631 4.7871347 8.9448930 7.4236748 10.3124971 7.8991049 4.4316564 5.7278932 8.0341882 5.9291519 7.8618599 9.2867047 9.4792583 8.2298869 2.0446389 6.2924983 -1.655626 4.958898 12.242130 12.681738 10.488530 11.605698 9.952907 10.781682 12.010636 8.005969 10.656222 9.013961 11.069343 3.532429 11.838738 10.422675 11.192031 13.221753 9.339957 4.072114 10.931265 10.9760494 12.0398536 10.5496780 0.9291850 11.3169906 11.1232940 15.0873541 7.4369472 9.3171700 9.5748111 11.3441903 9.5505881 8.3286085 9.8455299 8.9826263 6.1833932 11.9751399 8.9102443 9.3734775 13.6575339 11.2686316 10.5178674 9.9026110 6.6203151 7.3157338 10.6536666 5.6109776 NA 9.0738109 9.5475383 10.9016540 12.1110297 11.1456966 10.7230270 11.4979006 10.1963295 5.3776131 NA 9.7201310 7.9456826 10.0519808 8.1928131 4.8677532 11.1681545 12.4581765 10.6621681 12.1894843 9.5591164 10.2914619 10.2268333 6.8716675 9.7110588 2.1515341 0.6661203 5.7365075 7.8665754 10.1160923 10.3616947 11.4710560 6.3720954 11.0101923 6.4474784 TCGA-CN-5358 60 1 261 NA head and neck stage ii t2 n0 NA male 2010 NA no head & neck squamous cell carcinoma 45 1965 0 white not hispanic or latino 3 1 1 2 4 1 5 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 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 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 0 0 0 0 0 6 0 0 0 0 1.733889e-06 4.508112e-07 6.25 42.1875 0 32.8125 18.75 10.7381641 NA 9.8394718 5.2430711 5.8117330 10.6925227 8.5205558 7.9571636 8.7813597 15.9363051 7.5486986 6.9522147 8.3295815 4.7446186 9.2800796 7.9571636 4.9372643 6.8600962 7.7069187 7.7701544 3.2908962 2.6742346 10.7803129 7.1767307 11.5924968 3.6742346 10.2671851 10.6010200 10.8991962 -1.2327690 5.0711191 9.5287493 NA 13.4750219 10.8732478 8.4635938 11.7738406 10.0993758 8.4237643 12.2722823 5.8334290 NA 13.4881179 9.2761244 2.0892608 10.8567897 13.4366407 12.2057413 7.6065429 NA -0.2325994 4.9372643 0.3523066 14.6373186 15.2876759 11.9458485 10.0259053 12.9589383 1.7673582 -0.2325994 7.2909008 11.2869755 9.3466551 10.8110501 10.0773839 3.4111957 17.2211966 18.0139476 13.1664169 NA 4.4397627 3.3523066 11.6307512 NA 10.2701710 7.1809673 11.7914227 10.5678347 9.9491126 15.5216526 9.3352952 5.8548011 4.0527376 10.3898487 1.5746828 10.1232408 12.2453087 9.2040507 11.7262544 12.3039507 NA 8.3428787 11.3681814 6.8062583 NA -1.2327690 7.0777247 7.1724805 8.5205558 9.4529642 10.5686434 10.5799177 3.7673370 0.3523066 3.9372596 0.7673158 10.9740484 9.1160674 12.7413056 11.4159215 9.7198185 10.9360113 NA 8.1510434 13.2067157 7.6128294 11.3360079 10.2298416 10.1429870 10.4907315 10.1977918 12.2648169 7.3257597 1.3523066 9.6253202 8.5746942 12.1002150 9.9657843 8.5585022 12.4378848 2.9372691 9.1873310 8.2410450 1.3523066 11.2177773 2.8547936 1.8243e-02 1.8243e-02 1.1199e-01 -2.3553e-03 -2.3553e-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 1.3868e-03 1.3868e-03 -5.5375e-03 -5.5375e-03 9.4555e-02 2.6561e-01 1.3353e-02 8.7528e-03 -2.5072e-02 -2.5072e-02 1.0982e-02 1.8030e-03 -8.1956e-03 -8.1956e-03 -4.6464e-05 1.8243e-02 1.8243e-02 1.4190e-02 -1.4670e-01 -1.4670e-01 -1.2849e-01 -1.2849e-01 -1.5170e-01 -1.5170e-01 -2.0412e-02 -2.0412e-02 -2.0412e-02 -2.3553e-03 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12.7920461 3.9040216 11.2262585 7.9645557 8.6776823 8.6980764 10.8357817 NA 10.5974583 6.5355242 8.3518319 10.6492179 9.4424142 7.9219040 5.2430711 1.0892947 8.1488823 3.7673370 8.3691100 11.6965976 8.8693150 6.9372643 4.0527376 6.2909017 NA 6.991340 12.237871 11.961785 11.451430 11.232140 11.237744 10.729874 11.195961 8.903049 10.933816 7.581121 10.912635 3.901562 12.245309 10.304558 10.607330 12.443335 8.409391 1.574683 10.446379 10.3774413 11.6606408 11.3651590 1.3523066 11.6625358 10.5519741 13.9726732 9.0481100 8.1204862 8.9792277 11.4798662 8.8800653 7.6712212 10.2800798 8.0388021 7.7069187 10.9611726 8.2611946 11.6958576 13.4881179 10.8567897 10.3438236 10.0259053 5.5088058 10.1799091 13.1664169 3.6253173 0.3523066 9.8985532 10.1548181 11.7262544 12.3039507 10.4520879 11.3681814 11.6328792 9.7764681 5.8007627 2.5746828 10.0324679 9.2078865 12.1976611 10.4547150 6.4677783 10.9740484 11.7320411 10.9360113 11.7675154 10.5823222 10.4450589 10.8528117 7.2471196 10.1580456 4.7897084 -1.2327690 7.3820490 9.7630429 9.5633788 10.2621948 10.1623377 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 & neck squamous cell carcinoma 29 1980 3 white not hispanic or latino 4 1 1 1 2 3 3 3 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 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 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 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 7 0 0 0 0 4.508112e-06 1.629856e-06 21.1111111111111 20 3.88888888888889 31.6666666666667 23.3333333333333 10.81124599 -1.63262893 10.62259017 4.77665674 3.36727321 11.07354666 7.50425729 7.89864794 8.36867451 15.77625126 7.86511833 6.53719199 8.42390419 -0.63262893 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10.62170465 9.43872886 12.57801391 11.38146135 10.15415685 10.91560679 NA 2.89083577 13.14590833 8.81641507 10.71986168 8.49138775 10.61629695 9.72866203 7.73577262 11.71999961 5.49654863 3.01111989 9.12548967 8.17783808 11.82516030 10.18584871 8.46398163 11.85435283 2.36725922 8.54952440 8.97552128 -0.04781556 10.91897471 2.89083577 0.1826800 1.1877000 0.4880200 0.1442900 0.0860880 -0.1552800 -0.1552800 0.2054900 -0.1617900 0.1729900 0.1729900 0.4510500 0.0213230 0.1733200 0.1733200 0.1733200 -0.1760100 -0.1206300 0.4539400 -0.1629400 0.0962340 0.0962340 0.1590600 -0.0229820 0.0768540 0.0540910 0.2304000 0.0754150 -0.0025375 -0.1804300 0.1532300 -0.2262500 -0.3589700 -0.0391220 -0.1903600 -0.1903600 -0.1903600 -0.1903600 -0.0085766 -0.0062426 -0.0016629 -0.0016629 -0.1193900 -0.0066432 -0.0077482 -0.0077482 -0.1552800 -0.1583500 -0.1583500 0.1729900 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 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6.38963392 9.90254184 11.37131131 8.97921338 7.18104787 2.17463012 2.36725922 -0.6326289 6.9708928 11.1806469 12.4058374 10.3993122 11.1908327 10.5837092 13.0807067 11.3833783 8.7433918 11.7226176 8.2920791 10.3584340 6.0891867 12.9982991 9.9170511 10.3283544 12.2308672 9.3538197 3.0111199 10.7501606 10.3788432 11.7867000 11.9089681 2.8267010 11.9661332 11.0323803 14.2455560 9.2468498 8.1762305 9.8112461 10.2268012 8.8111425 8.1985737 10.1790426 8.4143905 7.0780729 11.3194617 8.2846386 8.5840124 13.4316724 11.1916286 10.3196437 9.0934846 5.7335875 8.3083140 12.6783762 2.8908358 0.6892097 9.5144714 9.5972868 11.2351243 12.3918002 10.6219998 11.8664895 11.5719905 9.8864113 5.1874471 2.7595820 9.7023944 8.4518754 10.6128192 6.9371219 5.6246536 10.6217047 11.4217012 10.9156068 11.8324502 10.6137102 10.2147153 10.2182346 7.4784024 9.9064253 6.7379544 1.6892097 6.2681331 8.8011962 10.0093182 10.3438306 11.4210227 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 & neck squamous cell carcinoma 50 1958 0 white not hispanic or latino 2 2 5 2 3 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 1 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 7 0 0 0 4 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 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 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 0 1 0 0 0 4 0 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 0 0 4 0 7 0 0 0 6 0 0 0 0 4 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 4 0 0 0 0 7 0 0 4 0 0 0 0 0 5 0 0 0 4 0 6 0 0 0 0 1.459935e-05 4.508112e-06 6.57193605683837 15.9857904085258 10.6571936056838 45.8259325044405 20.9591474245115 9.4161274 3.2389397 10.4497165 1.9494229 3.0274372 10.2848182 8.3550423 8.6139740 8.5787844 15.8397872 8.8984439 7.1237986 8.4106799 4.3340891 8.6590861 8.1931306 5.1014316 6.3868334 9.8156764 8.3225348 1.7795119 2.9494229 5.5476873 5.8563185 12.3923714 -0.2204461 11.1118192 10.4980357 10.4197478 2.7812968 2.6863885 9.4023967 -1.2206142 14.4635392 9.6758353 8.5057211 12.0864190 9.7452871 7.4233588 10.9155327 5.4937498 1.1014484 12.0417446 8.6636734 1.9494229 11.0480449 9.3933199 12.8048155 6.8401988 NA -1.2206142 3.6374827 0.3644604 15.1296993 15.8413469 12.1837131 10.2301987 13.3132584 NA 5.7336987 6.3263971 10.7678325 9.6257768 11.8006564 10.8785219 2.9494229 16.3102750 17.0017223 12.6150599 -1.2206142 2.1014148 5.1545427 12.0775654 -1.2206142 10.1193529 5.8984430 12.2729055 10.9992764 9.0274303 15.4292502 9.9913912 7.1973553 3.8238920 10.0410102 3.0274372 10.0143203 13.8342344 10.5014565 12.0334981 12.4131793 2.1014148 8.9203326 11.0729745 7.2471082 NA -1.2206142 8.3607036 8.2078631 9.7921273 9.9412647 10.7427602 9.8827907 8.0155171 6.4868624 7.2952023 -1.2206142 10.1025576 9.7900309 12.1408984 11.8037768 9.5158033 9.4545777 2.6863885 5.1888954 12.7552613 8.7351529 10.5188616 9.9241611 10.9942894 10.2269994 10.0321684 11.2868020 5.8669648 3.4799419 9.0143204 9.4377144 12.1887612 10.7599995 9.5892710 12.1129378 3.3030647 9.1733224 8.5559358 -0.2204461 10.3484090 3.1718153 0.0189430 0.0189430 1.0844000 0.0255310 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 0.0185160 -0.5114600 -0.5114600 0.0252500 0.0109820 0.0417410 0.0300310 -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 -0.5131100 -0.4250600 -0.4250600 -0.4249500 -0.5180500 -0.5180500 -0.5180500 0.0203430 0.9828600 0.9876300 -0.4387500 -0.4432900 0.0882580 -0.5131100 -0.5131100 -0.5131100 0.0000000 -0.4178400 0.0475520 -0.5114600 -0.5114600 0.0182810 0.0161150 0.0252500 -0.5069400 -0.5069400 0.5201300 0.0109820 0.0300310 -0.0227440 -0.0227440 -0.4210100 -0.1672400 -0.1672400 -0.1672400 -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 3.686388 7.060273 11.190749 11.293724 11.374294 9.732972 10.222965 10.359761 9.943781 6.205768 1.101448 5.507424 8.562501 11.530628 9.843572 13.470374 3.040279 11.046875 9.781615 8.375916 7.895847 10.222965 1.101448 9.860986 6.101432 8.170575 9.513366 9.757484 8.812485 4.969326 13.569393 7.472955 6.722018 8.205768 10.910717 8.951930 7.022677 4.064909 6.560863 -0.2204461 8.2389344 11.7612485 12.3638712 12.0283200 12.3551603 9.7935233 11.6661521 12.7485296 9.1910138 11.4603019 8.8225300 11.1109797 4.6407135 13.8342344 10.9120026 11.0324639 12.4729985 12.5441672 2.8669673 10.2991391 10.5916802 12.1359548 11.4849193 3.2389397 11.9238425 9.8442457 13.8360970 9.3254327 10.0196979 9.9475481 12.1783801 9.1432544 8.0250554 10.3108844 9.7286000 9.8156764 11.3457948 10.8025641 10.6056541 12.0417446 11.0480449 10.3859081 10.2301987 5.7681870 8.5209698 12.6150599 7.7131933 0.7794699 9.1973553 10.7532003 12.0334981 12.4131793 10.2628148 11.0729745 11.8569862 9.2399589 6.1458242 3.7795014 9.6936713 9.8210115 11.9667003 9.9029777 6.6436888 10.1025576 11.6384552 9.4545777 11.4594228 9.3978883 9.9730283 9.8018706 8.1370547 10.1539991 6.1888934 2.2389397 9.1501903 9.9983748 10.2036692 9.8273084 10.6583201 7.2389349 10.1365049 5.5868578 TCGA-CN-5361 80 1 2120 NA head and neck stage iva t4a n2a m0 male 2007 NA NA head & neck squamous cell carcinoma 25 1957 1 white not hispanic or latino NA 4 3 1 1 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 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 4 0 2.912934e-06 1.629856e-06 15.9090909090909 29.5454545454545 3.78787878787879 31.0606060606061 19.6969696969697 10.4709763 NA 10.6146189 4.5190197 4.4332866 10.0551916 2.1405169 5.5867647 8.7478378 16.2454993 7.3538543 8.6081129 8.7640233 NA 9.4669370 7.7814751 5.2527071 5.4624352 3.6765608 8.4387993 3.6259367 NA 12.0761145 6.0947048 11.0461953 NA 10.1711745 10.6427425 10.6981626 1.8506794 5.4184936 9.7308400 6.4767916 14.3316901 9.4750042 9.2364319 11.6423446 8.3846335 7.7314684 10.0894587 6.1405067 NA 13.6361127 9.7771320 -1.1814766 10.9407603 6.3820429 11.5520184 7.2448443 NA -1.1814766 2.1405169 1.8185643 14.0996368 16.2416607 12.1948404 9.9587700 12.8070865 NA NA 4.9060440 10.8430265 9.2810815 10.8937242 10.1097501 1.8185643 13.5530244 18.0865867 10.3465450 NA 3.9060440 2.1405169 12.1190749 -0.1814766 8.1427601 3.4624319 11.5817710 10.9274305 10.2022836 15.7511863 9.5024511 8.4035417 4.1761313 10.9686440 -1.1814766 9.9866247 12.2844582 10.4848034 12.2318106 11.9770313 5.2448452 8.3303321 11.1703468 7.9657843 3.9060440 NA 5.9811722 6.5600469 5.5190197 10.6843126 10.3611276 10.1556438 2.1405169 -1.1814766 7.1936190 NA 11.5278786 9.3313198 13.0210093 11.4531636 9.5260506 11.3003788 NA 3.2109031 13.0226155 8.5515948 11.4275272 9.6459221 9.9644542 9.3941186 7.2780108 11.3129350 4.9885029 3.2109031 8.8779240 8.7314687 12.0262038 10.0900424 9.9459289 10.4456572 4.2108953 9.7298216 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 -1.181477 6.932321 11.354098 10.066507 11.526586 10.389858 11.345568 1.988521 11.119218 9.316431 3.342142 3.403540 7.047398 9.671109 10.101089 14.383919 4.576933 11.667202 7.919242 8.991657 5.749317 11.345568 NA 10.445657 4.373168 7.908612 6.651469 9.407294 8.322624 5.895395 1.140517 6.890042 6.818580 9.761827 9.850625 9.239592 7.761094 2.403540 2.278014 -1.181477 6.278011 10.554558 13.286298 9.604849 11.920391 10.299370 11.296085 12.804866 8.219459 11.032291 7.960687 11.026814 5.785517 12.284458 8.353855 10.667984 12.956804 8.083022 0.403595 11.450666 11.0885826 12.3876042 10.7625593 1.1405169 11.7868862 10.7337118 13.5085211 9.3893838 8.8616065 9.3722086 11.7374426 9.2191707 8.4892354 9.6718888 8.6874019 3.6765608 10.8714870 8.0806742 4.9885029 13.6361127 10.9407603 10.2759602 9.9587700 6.1673077 4.3731679 10.3465450 0.8186052 NA 9.3273645 7.9323217 12.2318106 11.9770313 10.5751357 11.1703468 10.5604676 9.0545935 NA NA 9.9951888 7.1177875 10.2055196 5.5050811 4.6259367 11.5278786 11.5409600 11.3003788 11.9640339 9.9897562 9.7756814 9.3683639 7.5999389 9.8044213 -1.1814766 NA -0.1814766 9.4651921 9.0841945 10.1132001 10.4011918 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 & neck squamous cell carcinoma 15 1977 6 black or african american not hispanic or latino 1 3 1 1 1 1 5 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 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 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 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 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 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 5.16699e-06 2.045989e-06 8.65384615384615 20.1923076923077 10.0961538461538 39.4230769230769 21.6346153846154 9.84735306 NA 10.56152682 2.11490002 2.64542499 11.08356974 -0.05499167 5.80295831 9.25786088 16.37152115 6.70652917 7.49572474 7.00026034 -1.05499167 8.84885982 6.87571495 4.64541922 1.26687647 2.94497086 9.48122506 1.52992087 0.52997083 10.21000682 10.43131018 11.33110986 NA 10.66008193 10.90534195 9.96595783 NA 4.03244472 8.72602601 NA 14.35011939 9.33191813 9.85412098 11.52264278 8.09472484 6.46853933 10.02845727 3.52994585 NA 14.03868433 8.98252477 -0.05499167 10.79125187 3.96734386 12.31797898 7.66265414 NA NA 3.89917563 3.85186895 16.50267301 16.68306669 12.38856904 9.85186848 13.30191127 NA NA 2.94497086 12.29356778 9.28259988 10.49139016 10.08772325 2.26690645 16.43158515 18.49555000 10.96942502 NA 2.52994585 1.75232043 11.85936306 NA 9.04037494 6.11490211 10.99655738 9.96665195 10.45475291 16.10055712 9.46067786 1.26687647 3.64541346 11.35807692 1.75232043 10.12364279 12.06985043 8.17859763 9.92010941 11.79711725 NA 8.73614077 11.49139011 3.64541346 NA NA 5.88772753 5.43683145 8.45078937 9.81302871 11.90298681 10.58793218 2.64542499 -1.05499167 4.33729720 NA 11.41843000 9.81071124 12.49307734 11.68328134 9.55844520 10.82876675 NA 1.26687647 13.24210914 8.21176470 11.45103751 7.52617839 10.52004443 9.44581980 7.21644128 11.70922751 4.67290050 0.52997083 9.19290552 9.47147708 12.37176682 10.69400932 9.10106093 12.78359097 2.26690645 9.27524502 9.48510597 NA 6.14465009 -0.05499167 -0.116650 -0.160130 0.224220 0.166250 -0.081920 -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 -0.030641 -0.377180 -0.377180 -0.289050 0.007500 0.205340 -0.370420 0.234880 -0.011791 -0.036933 0.004580 0.004580 -0.160130 -0.160130 -0.160130 -0.384490 -0.371210 -0.383250 -0.383250 -0.381230 -0.381230 0.184800 0.184800 0.184800 -0.081920 -0.081920 0.542240 0.488460 0.184950 -0.391520 -0.393630 -0.961360 0.147260 -0.375040 -0.375040 0.000000 -0.365560 -0.366690 -0.030641 -0.377180 -0.377180 0.448670 0.481650 -0.306520 -0.101860 -0.101860 0.007500 0.007500 -0.370420 -0.336180 0.230090 -0.342170 0.049966 0.017131 -0.042237 -0.375 0.000 -0.366 -0.366 0.000 0.000 -0.377 0.449 -0.307 -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 -0.307 -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 2.85185896 5.51483238 10.82417825 9.30252995 10.56931649 11.34559059 11.01677542 8.85487088 11.29564090 10.17499831 -1.05499167 -0.05499167 6.59603019 9.14219464 10.89042176 11.59983768 3.23554327 11.32462702 8.34585717 8.77130392 5.93366233 11.01677542 -1.05499167 11.20648523 4.11490002 8.36798866 7.30692204 9.91004065 7.09766873 2.64542499 -0.05499167 7.37124259 2.52994585 8.81380043 10.87016148 9.33836848 5.21176373 0.94500833 2.26690645 NA 8.438833 11.180693 12.993461 9.174998 10.892615 8.765157 11.038396 11.661583 11.190828 11.545820 8.719765 10.165961 3.271949 12.069850 11.775691 10.971501 13.078790 8.185769 3.032436 9.374385 11.78654225 12.06812936 10.31947410 -0.05499167 11.65513860 10.32110327 14.99578164 10.38947518 8.81380043 8.84131022 11.41538258 9.65469080 8.43482585 10.09027322 9.46755950 2.94497086 10.49812718 8.06132204 8.86384122 14.03868433 10.79125187 10.61872870 9.85186848 5.94497788 6.03244031 10.96942502 6.63846488 NA 8.30252972 10.49956679 9.92010941 11.79711725 11.17619908 11.49139011 10.99924309 9.37229070 0.52997083 1.94497086 8.99150172 7.43088739 11.71274859 6.91652203 5.45277332 11.41843000 11.47976713 10.82876675 12.43306911 10.66693150 10.15382193 9.46853994 7.92797169 9.92154210 -0.05499167 5.64541634 -1.05499167 9.02025660 9.68812929 10.49283640 11.44382713 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 & neck squamous cell carcinoma NA NA 9 white not hispanic or latino 1 7 1 1 4 1 5 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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 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 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 4 0 0 0 7 0 0 0 0 4.300046e-06 7.975891e-07 13.5135135135135 33.1081081081081 6.08108108108108 20.9459459459459 26.3513513513513 8.6403350 2.7549730 10.8695876 3.7549730 4.4676968 10.1704847 7.0029050 5.4179436 8.5680462 15.7837855 7.1319475 7.4707492 8.5216907 -1.4150375 9.2539378 8.4859194 4.3664131 6.8471476 3.1700212 8.4813849 2.9773715 -0.4150375 8.8174736 10.4684597 11.2870089 NA 10.6880126 10.8471475 11.1496785 -1.4150375 2.9069868 9.6408638 NA 14.3042276 8.3956241 9.5501155 11.3199739 7.6778098 6.5157897 11.4699863 3.1700212 NA 14.1467284 8.7474441 3.0444816 10.3839294 4.5082004 12.7102239 5.5275677 0.5850587 -0.4150375 3.6725159 0.1700532 12.7350379 14.9999874 12.7454756 11.0686165 13.0433952 NA 0.5850587 4.5850527 10.3052969 9.4813851 11.5170828 10.2728657 1.9069675 13.9926856 18.7177469 11.2614505 -1.4150375 2.1700212 2.9773715 12.1517014 -1.4150375 8.1960773 5.0607867 11.0588700 10.1256650 10.2824546 15.3690101 9.6115761 5.0279944 2.2854910 11.3700964 NA 10.3074333 12.6035137 8.7360694 11.5749793 11.6735097 -1.4150375 8.9752218 10.9901941 6.9730705 NA NA 6.9258820 5.0113167 7.1125292 9.8553480 10.2029793 10.5680463 1.7549730 NA 10.3503388 NA 10.4707491 8.6088070 13.1724200 11.9526039 9.1371262 11.1546710 NA 0.9069675 13.0503002 9.0516391 11.1546710 7.8658236 9.6444851 10.0293378 8.1605920 10.3660025 4.4430364 2.4919557 8.4538752 6.9859319 11.9426047 10.4309347 8.1280846 10.9576457 2.2854910 9.2176391 9.0668521 -1.4150375 11.7094971 0.9069675 0.00471900 0.00471900 0.83176000 -0.00277070 -0.01656700 0.01530800 0.01530800 0.00446030 -0.00373950 0.00694350 0.00694350 0.41731000 -0.02054900 -0.02054900 -0.01078400 0.41496000 0.01167900 3.33470000 -0.01704900 -0.01422800 -0.07401000 -0.07401000 -0.00415460 0.00083195 0.01307400 0.01307400 0.08652200 -0.00346270 -0.02068700 -0.00954260 -0.00954260 0.00471900 0.00471900 0.00332990 -0.40981000 -0.40981000 -0.41025000 -0.41025000 -0.40838000 -0.40838000 0.00638710 0.00638710 0.47907000 -0.01656700 -0.01656700 -0.41355000 -0.41893000 0.00000000 0.00027728 -0.40163000 -0.77031000 -0.01078400 -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 -0.08410000 0.32527000 0.02244400 0.02581200 0.00442100 -0.00346270 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 2.754973 7.521691 10.137722 11.208020 11.356955 9.803010 9.790846 9.593481 12.887335 6.924903 1.392427 4.170013 4.774877 7.821067 10.245494 14.786947 3.540176 11.529948 4.714333 8.815878 5.977369 9.790846 1.585059 10.691943 3.754973 9.150336 5.693576 9.843619 7.808596 4.672516 1.392427 7.170015 5.467697 9.545779 8.754978 9.441478 6.250389 2.170021 2.585059 -1.4150375 6.4859194 11.5115340 12.0194164 12.7207620 12.1931920 8.9193261 11.0354907 11.8624854 7.8017982 11.1154590 5.0279944 10.2410305 4.2409783 12.6035137 8.5537195 10.8550560 12.7957811 9.9237890 0.5850587 10.4135858 11.2457172 12.0511291 11.5205861 -0.4150375 11.8222626 11.0401230 15.5379858 9.3449408 8.0175946 8.9182079 10.9387509 10.3120627 8.5172674 10.6558445 9.3155228 3.1700212 11.3476424 9.2846252 5.8138710 14.1467284 10.3839294 10.3474347 11.0686165 5.6294470 5.3532386 11.2614505 0.5850587 -1.4150375 9.2776682 9.5046609 11.5749793 11.6735097 11.0743989 10.9901941 11.8705994 9.9671363 1.9069675 -0.4150375 9.7356885 7.1046889 10.4573428 9.7052906 4.7549783 10.4707491 11.3829168 11.1546710 12.8087527 10.8183728 10.5857570 9.1700152 7.9687572 10.3705051 0.5850587 NA 10.4870509 8.8372804 9.7853384 9.8174736 11.2719909 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 & neck squamous cell carcinoma 26 1980 1 white not hispanic or latino 1 3 5 3 1 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 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 4 1 0 0 0 4 0 0 0 0 0 0 0 0 0 1 0 4 2 0 0 0 2.496801e-06 7.975891e-07 12.3711340206186 26.8041237113402 3.09278350515464 26.8041237113402 30.9278350515464 7.7861219 -0.1327361 9.8965458 -0.1327361 3.0371889 9.9705465 2.8672639 4.4218494 8.6794361 16.8355542 6.9279545 8.1410541 8.5218948 1.6745962 10.1992952 8.0321653 4.9965424 5.0960763 2.6746188 8.8459692 1.6745962 -1.1328943 6.4745885 6.2248101 10.9208452 3.8672540 10.9417347 10.3510744 10.6689670 NA 2.0371713 9.2380005 NA 13.0497306 8.6938072 9.5546343 10.8473982 8.3651107 4.7741492 12.2360379 1.6745962 NA 13.2521099 9.5659632 -1.1328943 12.1481744 10.1717070 12.0462347 6.1526600 -1.1328943 NA 5.4966157 2.0371713 16.6589808 17.9488831 12.5319493 11.2737294 12.9329272 NA 2.1891920 1.8672639 11.6091469 8.5694315 10.4934240 9.7696337 NA 19.5394293 19.8362945 11.1231724 -0.1327361 0.8672639 NA 11.7782761 NA 6.7437761 6.1340443 10.7618529 10.5533214 11.0930686 15.8638425 9.0742729 0.4521737 1.1891604 11.3287381 NA 7.9547215 11.5013618 9.5806452 10.8965459 11.2908999 NA 8.6778303 11.2234355 3.6746188 -1.1328943 1.6745962 6.8156254 3.3266955 4.9965424 9.1056634 8.6271468 10.7790252 1.6745962 NA 8.6120926 -0.1327361 10.6942043 8.7391639 13.6263146 11.7477988 9.0238979 9.9738216 -0.1327361 2.6746188 12.9822210 7.8038967 11.5027501 7.2292024 9.7972567 8.6296739 9.4681008 10.5011620 1.1891604 1.6745962 10.9474100 8.9520671 11.4729697 8.8344850 9.3809863 10.4390114 2.9547174 8.4881747 8.8083062 NA 11.3643620 NA 0.08906100 0.00000000 0.87399000 -0.04162900 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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 -0.490 0.000 0.000 0.000 -0.444 -0.317 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 NA 7.3750533 11.0112795 12.5669396 12.2971884 11.5410094 11.8700737 2.9547174 11.4090813 5.9861993 -1.1328943 1.4522264 6.5746177 8.5165148 10.5133673 14.1909116 4.6810388 11.2384908 9.8917058 8.8362132 6.0170066 11.8700737 -0.1327361 10.5576933 3.7252395 7.7552408 7.9198269 9.2379461 7.7310420 2.3266812 3.5677036 6.9116532 7.2248111 9.4727381 10.7846308 9.6304710 7.6221463 2.5676915 2.7741440 NA 7.1936880 10.9619961 11.4449164 9.7135326 11.6469780 7.8896262 10.8391614 11.6671473 7.6713896 9.4819685 6.5746177 11.2393075 3.7552722 11.5013618 7.8923983 9.9299794 13.2246787 8.2444690 0.8672639 8.9731673 11.3596126 11.8756873 12.0381226 -0.1327361 11.2932613 10.6746136 15.3514978 9.2903746 9.6120926 7.8272608 11.5821481 10.3928431 8.5449783 10.1281782 8.3770335 2.6746188 10.7635911 9.0632460 5.9547221 13.2521099 12.1481744 10.6898295 11.2737294 6.6087250 5.4671719 11.1231724 -0.1327361 NA 9.1340453 7.3348641 10.8965459 11.2908999 11.2059950 11.2234355 11.0068100 8.3307829 -1.1328943 NA 9.2100335 7.5111146 10.1486092 2.8672639 5.0767130 10.6942043 11.4302165 9.9738216 12.4461031 10.7410872 9.7711405 8.9198266 6.3750533 9.9751296 2.4522264 -1.1328943 4.3266883 9.0579722 9.0016849 9.8923982 11.4088393 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 & neck squamous cell carcinoma 80 1966 9 white not hispanic or latino 2 1 1 1 4 1 2 1 NA NA 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 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 5 5 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 4 0 0 0 0 0 0 0 0 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 4 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 2 0 0 0 0 0 0 4 0 0 0 0 3.051645e-06 8.322669e-07 28.448275862069 26.7241379310345 0.862068965517241 22.4137931034483 21.551724137931 10.84966719 NA 10.13781178 3.14867384 4.84466685 10.15137520 3.02837466 5.60284879 9.68845192 16.13678930 7.34716690 8.65836860 8.15945259 -0.49512541 9.12686835 7.70448884 4.71426750 2.08976931 9.65456371 8.45901268 3.02837466 0.08976931 10.52197294 5.94775965 11.10797923 3.79021945 10.76014018 10.39203712 10.63022999 NA 4.33770396 8.28663538 NA 14.81100285 9.88527753 9.93526908 11.62245963 8.14325259 6.85354411 11.38152532 3.89713391 NA 13.47334833 9.00067160 NA 11.74709745 10.14440600 11.37286740 6.18429617 1.82676202 -1.49532876 4.52718296 2.41169740 15.38696996 15.48009926 12.38755509 9.82618093 11.72640364 NA 0.50477292 4.36279949 11.28022101 8.99366078 10.91738640 10.15272456 -0.49512541 17.16995116 18.88884031 10.88608910 NA 1.82676202 2.50482375 12.05448087 -1.49532876 8.49633851 5.10473083 10.80819204 9.97089304 10.65488114 16.12414097 9.77686298 5.91420811 3.54921325 11.13781172 1.31220046 10.14912343 11.86395660 9.06896606 11.03253784 12.02223987 NA 8.37672188 10.94957258 4.45901186 NA -1.49532876 7.27051680 5.81769999 6.40568269 9.72881812 8.83461294 9.85575569 1.82676202 -1.49532876 6.76220395 NA 10.76132010 8.53272254 12.75592903 11.09423363 9.51024455 10.77218845 NA 6.70938714 13.27908883 8.46046654 11.44788073 8.05556335 10.08909317 9.32897981 8.03814642 11.65979280 4.14867384 0.50477292 11.73062646 9.41395958 12.31528774 10.20785492 9.51464522 11.68098965 2.75274859 8.96431978 9.52510203 1.31220046 9.79137423 1.08976931 0.0518560 0.0518560 0.5813000 0.3628000 0.3628000 0.0000000 0.0000000 0.1451800 0.1451800 -0.2758300 0.5709500 0.5879300 -0.0566820 -0.0566820 0.0934750 0.1437000 -0.2666100 1.7430000 0.1493500 0.0202030 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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 0.8267620 6.8711389 11.3774914 10.7913743 11.7674987 10.2701026 11.0577258 7.4414544 10.6292610 7.7360379 -0.4951254 0.8267620 6.3813336 8.4575578 10.1943778 13.7138891 4.3530621 10.8670344 9.0273979 8.7641713 6.1047287 11.0577258 -1.4953288 11.2719664 4.4590119 8.3387974 7.9078286 9.5430496 8.7542619 3.9310779 2.4116974 7.0202799 4.6747431 9.0661045 10.4425581 9.3705499 8.3487374 2.7527486 -0.4951254 NA 7.340867 12.128698 12.334234 9.553303 12.086253 9.401906 11.088839 12.316894 7.905696 10.876865 6.205256 9.637959 4.392585 11.863957 8.477796 10.371323 12.752751 5.163028 1.312200 9.286176 10.6107251 12.4863838 10.0071511 0.8267620 11.3983077 10.9339617 14.4744944 9.0264169 8.5962520 9.1790089 11.1683746 9.4361525 8.8051689 9.9231963 8.7762797 9.6545637 11.6059715 7.9560276 6.6028488 13.4733483 11.7470975 11.3497184 9.8261809 5.8446669 5.7994371 10.8860891 0.8267620 0.5047729 9.1895651 9.1701524 11.0325378 12.0222399 10.9347463 10.9495726 11.0949357 9.4429259 -1.4953288 1.3122005 9.5099850 6.9133167 10.0298479 5.5160435 6.4236790 10.7613201 11.7726273 10.7721884 12.9250399 10.3428386 10.0789369 9.4828120 7.3057161 10.2841255 1.0897693 NA 3.8971339 9.6628455 9.3797979 11.1578855 10.7224713 6.4414553 10.5889605 5.5271830 TCGA-CN-5367 60 1 352 NA head and neck stage iva t4a n2b m0 female 2006 NA yes head & neck squamous cell carcinoma 40 1966 2 white not hispanic or latino 1 6 5 2 1 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.086323e-06 8.322669e-07 18.8034188034188 16.2393162393162 1.70940170940171 28.2051282051282 35.042735042735 8.7842416 NA 11.5165888 2.7143554 5.4082533 10.4430784 1.2118844 5.5576307 9.6828550 15.8513581 7.5576322 7.3950791 7.4470733 1.4342412 9.1737893 8.1853155 4.3548118 7.7817131 2.6269063 9.4574100 2.8748166 -1.3729535 8.8314659 9.2425244 11.3486348 3.3817817 10.2480308 10.9569713 10.4152053 2.3273425 2.3273425 9.2518272 0.6268596 15.0356723 8.9295336 9.5237417 11.7518238 7.4115296 5.9667442 10.3896920 0.6268596 NA 12.7605989 9.1484951 -0.3731404 11.2235504 7.0936447 11.8069593 6.8314656 1.2118844 -1.3729535 3.9844435 2.9488251 15.1533003 16.3409634 12.5005311 10.4180576 12.8644035 NA 0.6268596 6.0698375 11.6811599 9.9335260 11.0346936 10.1056643 NA 18.3802502 19.2052462 11.6447470 NA 1.4342412 0.6268596 12.0733319 NA 8.2671397 4.4597857 11.2303194 10.5778150 10.3543898 15.9369927 9.5472476 6.5277616 3.4342546 11.5220913 0.2118844 10.2851063 11.9572515 9.3445711 11.5865345 11.9322440 NA 8.7143575 11.7005342 6.1026287 -1.3729535 -0.3731404 6.9764633 4.4597857 7.9756227 9.5239839 10.1819631 10.1162410 2.4342412 0.9488251 8.7432386 0.9255438 10.8697711 9.4049719 13.0665308 11.6587682 9.6462700 10.9411947 NA 3.5337876 12.8669407 8.5664738 11.8611134 8.0320364 9.8557133 9.8572035 9.5934001 10.8284061 3.3817817 -0.3731404 11.7365622 9.1747532 12.0182726 9.7961934 9.3632966 12.4300168 2.3273425 9.6069128 9.9122970 0.2118844 9.8466683 0.6268596 0.00000000 -0.00801110 0.53151000 -0.00138580 -0.00138580 0.15248000 0.15248000 0.10482000 0.10658000 -0.54985000 0.65737000 0.99738000 -0.55697000 3.65690000 -0.54330000 0.41596000 0.00069327 3.65690000 0.00166420 -0.00123120 -0.16866000 -0.16866000 -0.16307000 -0.06450800 3.65690000 0.18753000 0.05025000 0.10833000 0.02202400 0.05437600 0.40894000 0.00000000 0.00000000 -0.00801110 -0.54915000 -0.54915000 -0.54915000 -0.54915000 -0.43525000 0.01726400 0.01726400 -0.49788000 -0.34634000 -0.00138580 -0.00138580 -0.00138580 0.15248000 0.10658000 0.09358700 -0.55787000 -1.08650000 -0.54330000 -0.07931500 -0.07307600 -0.06316600 0.00069327 -0.55156000 -0.02575600 -0.16866000 -0.16866000 0.61045000 0.61045000 -0.03340500 0.12483000 0.12483000 -0.06450800 -0.06450800 -0.56164000 -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 0.9488251 7.3133955 10.6499560 10.3147077 11.5258740 10.7199821 10.9157608 8.3565154 11.0649068 6.8605147 -1.3729535 3.3817817 6.3479933 10.8545107 10.8005719 13.7083366 3.5366622 11.6230151 9.3385617 8.4984611 4.9306758 10.9157608 2.0863422 11.3696252 3.2707532 8.7590346 8.2580718 10.1995949 8.1862143 6.2851063 1.4342412 6.2043227 6.3133946 8.9111406 10.4906939 9.4098930 7.2562512 2.8748166 -0.3731404 NA 3.8748265 10.5583710 11.6328438 10.3946654 11.3520480 9.0116784 10.6223086 11.6207177 7.9778340 10.7150204 8.3784388 10.6180622 5.3317661 11.9572515 12.6003231 10.9541666 13.2586516 7.1227493 -0.3731404 9.2806355 11.07939338 12.58381533 11.57014213 0.94882508 11.66615653 11.44966469 15.13597289 10.32646713 9.63322085 9.34884830 11.55467269 9.52920193 8.45503125 10.60381678 10.12922930 2.62690633 11.10591708 8.97119060 6.24160378 12.76059887 11.22355040 11.06308575 10.41805762 6.50341234 4.50953750 11.64474705 0.21188440 NA 9.02884096 9.88781433 11.58653447 11.93224403 11.16556868 11.70053422 11.93338368 9.18913714 -0.37314038 2.21185326 8.82345991 6.62689465 11.34435694 5.06983963 4.18148425 10.86977110 11.23306856 10.94119473 12.37267408 10.52133357 9.29134202 9.12274984 8.01059915 10.40044603 1.62690633 0.07573798 2.43424123 7.92791067 9.87125857 10.06672561 10.64405112 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 1 1 1 2 3 2 2 NA NA 0 0 0 0 0 0 4 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 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 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 6 0 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 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 1.293481e-05 4.646823e-06 30.1158301158301 35.1351351351351 2.50965250965251 17.7606177606178 14.4787644787645 10.1104041 -0.2570452 10.2946976 2.2024177 3.1353050 10.4836135 7.3279523 7.5503443 8.8671107 16.6518685 7.6707674 6.8825403 7.6737267 -0.2570452 10.2874709 8.0558724 5.0467704 4.0283923 4.4978742 9.0109465 3.0649173 -0.2570452 9.6986392 6.1180295 11.1521151 2.0649173 10.5786451 10.3636674 10.9630653 NA 4.3868454 9.3814071 3.3279460 14.5162832 10.1027390 9.2714434 11.5382174 9.5543640 6.6737274 11.0338722 4.2975803 NA 12.5404483 9.2398431 2.0649173 12.4578788 6.3010279 12.0453427 6.9475610 -0.2570452 -0.2570452 4.6498798 -1.2570452 15.5874736 15.0000216 12.4988158 11.3080915 12.9458019 -0.2570452 0.7429548 4.9524407 11.5105531 9.7366355 10.9225875 9.6521324 3.3098019 18.6501661 19.3875868 13.7182552 0.3279173 2.6498913 3.8304480 11.8102557 NA 8.6766800 7.5884793 11.2923120 10.4563759 10.5107600 15.9689217 9.5615715 5.3128467 5.3576998 11.0668886 0.7429548 10.4768521 12.1799442 9.2156803 11.4613082 12.0033209 4.4978742 8.3994142 11.5317077 6.9377457 NA NA 7.7496523 5.4012004 7.0604020 9.3194737 10.3396450 11.1723961 3.6971844 NA 5.1692556 -1.2570452 10.9172909 8.6603614 12.8204727 12.0484812 10.1328250 10.9810955 NA 3.6971844 13.7677828 7.7736568 11.4382177 7.8436516 10.0467416 10.0764803 9.5028775 10.7952177 5.9426623 0.7429548 10.2966187 8.6453645 12.3555124 9.3042774 8.3540144 11.3670994 2.4434210 8.7919531 8.4589512 0.7429548 11.7028102 1.5503589 -0.00318590 0.00360760 -0.00304750 0.00000000 0.00000000 -0.00083160 -0.00083160 0.00875280 0.00875280 0.00986690 0.00986690 0.00986690 0.01894300 0.00181610 0.00694350 0.00694350 -0.00194550 0.00013863 -0.00152430 -0.00152430 -0.00429290 -0.00429290 -0.00083160 -0.00180140 -0.00207840 -0.00207840 0.00291330 -0.00073100 -0.00318590 0.00235810 0.00235810 -0.00318590 -0.33029000 0.00360760 -0.00304750 -0.00304750 -0.00304750 -0.00304750 -0.00110870 -0.00110870 0.00013863 0.00013863 0.00013863 0.00000000 0.00000000 0.00000000 0.00680440 0.00875280 0.00875280 0.00986690 -0.37572000 0.00694350 -0.00733390 -0.00733390 -0.00733390 -0.00194550 0.00013863 -0.00152430 -0.00429290 -0.00429290 0.00249690 0.00249690 -0.00083160 -0.00705760 -0.00705760 -0.00180140 -0.00180140 -0.00207840 0.04556600 0.04556600 0.00221930 0.00277450 0.00277450 -0.00073100 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.005084 10.548330 12.557972 11.476852 10.345688 10.695367 2.649891 10.927555 7.685504 -1.257045 2.443421 8.297578 11.028103 10.600970 14.196292 4.451178 11.630400 7.966991 9.085231 7.950003 10.695367 NA 10.484878 5.637807 8.409923 8.869694 10.080054 7.535584 1.742998 5.550344 7.046770 4.550347 8.361375 11.109038 9.724557 7.481082 1.912918 2.912918 NA 8.772277 11.054170 11.355856 11.727408 11.625823 9.511174 11.026078 11.356549 9.840363 11.034160 7.979004 11.216695 4.561888 12.179944 9.808405 10.690626 12.905809 7.350320 3.787380 9.811096 11.0581390 12.2485529 10.6670595 1.3279747 11.5294632 10.8978075 14.6615489 9.7597977 8.0895029 8.6633421 11.4156357 9.3088530 7.9228983 10.7238430 8.5567704 4.4978742 11.0518972 9.2146647 10.7209847 12.5404483 12.4578788 10.5099323 11.3080915 4.7429871 9.5955190 13.7182552 0.3279173 1.7429979 9.8475881 8.6913565 11.4613082 12.0033209 11.2714435 11.5317077 11.5384203 10.0484812 4.7429871 -1.2570452 10.6241799 8.2860212 10.4105445 9.5583727 4.9328124 10.9172909 11.5876952 10.9810955 11.7316741 10.6241034 10.3326405 10.1655799 6.8144517 10.2060027 4.7873854 -0.2570452 7.3723462 9.9826416 10.0062586 10.0828393 11.3040386 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 & neck squamous cell carcinoma NA 1975 1 white not hispanic or latino 4 6 5 2 4 1 4 1 1 1 0 0 0 0 0 0 0 5 0 7 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 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 0 0 6 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 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 7 0 0 0 0 0 0 6 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 5 0 0 0 0 3.155679e-06 9.016224e-07 24.5762711864407 33.0508474576271 4.23728813559322 18.6440677966102 19.4915254237288 10.5740963 NA 10.4208743 4.8489834 5.4289798 10.6189419 2.4969991 7.4993708 9.2134129 16.4114731 7.1619612 7.0819616 7.6857832 5.3680140 9.5676148 10.2288544 5.3988189 5.4487457 9.7731239 8.5379382 3.8637799 0.8340639 11.6801778 9.2630924 11.5269405 3.3783590 10.3918172 10.5794287 9.9464740 -1.7509795 4.3575942 9.0818038 -1.7509795 12.9249188 10.7976531 9.6977045 10.9001237 9.8843366 7.4609604 11.6800472 3.9769959 NA 12.6385689 8.8227193 0.8340639 10.6370893 10.2687947 12.4746560 6.6153942 1.2490812 0.8340639 4.1798056 2.0564101 15.8149674 16.3596166 12.3523598 10.1567138 13.0473413 2.2490812 NA 5.4778910 11.3212046 9.0620515 10.1649514 9.9381964 1.2490812 16.7819529 17.6161326 12.7520902 3.9214935 3.9214935 2.8929350 11.1552110 -0.1660170 10.2759411 7.6774321 11.3336097 10.3141514 9.9059437 14.1350066 9.7563712 6.3471040 4.1317129 10.8520027 -0.7509795 9.3371977 11.7355664 9.5715634 10.9557839 12.3470218 0.8340639 8.3924552 11.2283185 7.5321603 NA 0.8340639 6.9041372 6.7125958 9.3725467 9.1093830 11.0827527 10.7069658 4.0564275 NA 3.2490660 NA 10.9298710 8.7716535 12.3518679 11.1794397 10.2144522 11.5504253 NA 6.3471040 13.4268489 8.0882757 11.3981840 8.8508429 10.2111836 10.4344151 8.7657568 11.8696355 5.9285527 2.7084963 10.5202432 8.1915863 12.1987163 9.9108500 8.5482802 12.6264181 2.2490812 9.1202148 8.5732526 1.2490812 10.4560863 2.3365405 0.0207630 0.0106430 0.0270760 0.0515300 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 0.0491140 -0.0175290 0.0127950 0.0127950 0.0127950 0.0106430 0.0106430 -0.4342000 -0.2027400 -0.2027400 -0.2027400 -0.0189020 -0.0878440 -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 -0.0110600 -0.0110600 0.2169600 -0.0977590 -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 0.000 -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 0.000 -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 3.203264 7.501738 10.868833 11.889656 11.237579 10.884337 10.684221 10.009376 10.747173 9.460352 -1.750979 1.834023 6.863782 10.807253 10.735656 13.468467 4.335683 11.777160 8.380929 8.618026 6.732888 10.684221 -0.166017 10.904155 4.740928 8.442178 10.129038 9.827445 7.632603 4.834034 -1.750979 9.388534 4.724803 8.371900 11.899899 9.466424 6.477891 2.949516 4.458526 NA 9.416490 11.726577 12.130659 10.581948 11.297389 9.815126 11.410204 11.402624 9.684221 10.973159 8.178330 10.712596 3.837933 11.735566 10.357923 10.886150 12.520639 6.293466 3.949516 10.098477 10.6203041 11.6838305 11.9427767 1.0564448 11.4745807 10.2879910 14.6541298 8.7268302 9.0740306 9.1070530 11.5961396 8.9603345 7.8983281 10.0760176 8.1915863 9.7731239 10.9529755 8.9803910 7.8875076 12.6385689 10.6370893 10.3889430 10.1567138 6.4969991 6.7409249 12.7520902 2.8340437 -0.7509795 9.6027701 10.3212045 10.9557839 12.3470218 11.6276378 11.2283185 11.5933679 9.3815717 4.0304332 5.3680140 9.8677649 8.2866187 11.6235681 7.0819616 4.8929301 10.9298710 11.8318020 11.5504253 12.0293041 10.6456768 10.2007210 10.6057990 7.8711241 9.6925336 4.5709972 -0.1660170 4.0304332 9.0419761 10.1438898 9.7288523 10.5930904 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 & neck squamous cell carcinoma 60 NA 0 white not hispanic or latino 1 6 5 3 2 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 4 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 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 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 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 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 4.404079e-06 1.803245e-06 27.3224043715847 20.2185792349727 5.46448087431694 25.6830601092896 21.3114754098361 10.24564837 NA 10.27326865 4.82052108 5.80824345 10.16969944 6.55993073 6.84476852 8.65212398 16.59664066 7.84175994 7.33019535 8.17149808 NA 9.25867885 9.14611269 4.86861763 6.02534114 7.72578069 7.63484589 3.79586044 0.93787165 10.23479444 5.55258918 11.55763974 0.93787165 10.34620799 10.41917322 10.73026191 NA 4.42972977 9.67503274 NA 13.81607292 11.23048752 8.71421254 11.95989927 9.39217765 7.24621710 11.89588719 2.93787165 NA 14.16954949 10.17149796 0.52285926 11.07679002 14.41593308 13.10239244 7.42973144 -1.06220366 -1.06220366 5.02533892 -1.06220366 15.41102624 14.83873543 11.90978102 10.19762155 13.22212404 NA NA 6.19526688 11.13785730 11.22789712 11.26149603 10.00059907 -0.06205304 17.99284025 18.41119560 12.02517535 -1.06220366 3.02534778 1.74523733 11.86769149 NA 8.83572390 6.45357849 11.97796418 10.41765856 9.54613318 15.48175595 9.38496157 6.28660581 3.10780502 10.46925973 NA 9.78101425 12.06320459 9.17029915 11.45628556 13.13893010 NA 8.23020013 11.68544193 4.29542917 -0.06205304 -0.06205304 6.43772378 6.33875777 5.49246851 9.51625099 10.48235986 10.13509502 2.52283415 NA 7.58533665 NA 11.71184164 9.52471800 12.49246714 12.09475139 10.18976305 11.05876416 NA 7.32158271 12.78042506 8.06199971 11.09427744 8.62962182 9.75003949 10.45825147 12.35229927 10.49582056 4.77077091 0.93787165 11.05844016 8.73715978 12.51601507 9.63223622 9.42068619 12.21269320 2.25981481 8.88732573 9.27550019 1.74523733 12.19482406 1.93787165 -0.00097017 -0.00678130 0.37347000 0.00027728 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 -0.16421000 0.00875280 -0.00346270 0.00583090 0.00583090 0.00541390 -0.02274400 0.00110930 0.00110930 0.00110930 -0.51640000 -0.00678130 -0.00263220 -0.39029000 -0.39029000 -0.39330000 -0.39330000 0.00402430 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 -0.35460000 -0.00719580 -0.00719580 0.00499690 -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 NA 8.16909922 10.43622890 12.87727386 12.00883777 10.83117983 10.12832034 7.57450271 11.56472807 8.18580561 -1.06220366 1.74523733 6.98227262 9.85450424 10.14611269 13.76859155 4.23470057 11.57268933 10.35309190 9.04746096 6.63136479 10.12832034 -0.06205304 10.90185809 3.89207039 8.58108494 8.23249912 9.91444239 7.62637343 5.24165717 NA 7.58104915 6.17628287 9.62175007 10.21050807 8.45554751 6.71923821 4.02533892 3.39731012 NA 9.791188 10.788065 12.124301 12.090322 11.982443 9.881858 10.630930 11.243370 10.866026 11.303927 6.372506 10.512472 3.924290 12.063205 8.279953 10.120273 11.876759 8.886246 2.397310 9.311831 10.93752603 11.46045984 12.66909123 0.93787165 11.64803899 10.41967772 14.42081100 9.63049375 8.73553978 9.21283875 13.16827407 8.31942104 7.46144016 10.29322942 7.52284043 7.72578069 11.37692999 8.42370758 8.22559066 14.16954949 11.07679002 10.33769024 10.19762155 4.82052108 7.46535498 12.02517535 NA -0.06205304 9.11778749 9.03063541 11.45628556 13.13893010 11.20114747 11.68544193 11.33769024 9.65384036 3.74523733 1.52285926 10.11280398 7.77988282 10.67850234 7.34301956 4.77077091 11.71184164 11.30965495 11.05876416 11.00934066 10.06587264 9.93010853 9.65126485 6.78962754 10.49390527 5.25980728 0.52285926 2.74523733 9.38702687 10.34726923 10.35150621 10.08444700 7.64523763 10.40853716 4.89207525 TCGA-CN-5374 56 1 1732 NA head and neck stage iva t2 n2 m0 female 2007 NA yes head & neck squamous cell carcinoma 30 NA NA white not hispanic or latino 2 5 2 3 3 1 3 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 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 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 7 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 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.097635e-06 2.011312e-06 22.7488151658768 47.39336492891 4.739336492891 17.5355450236967 7.58293838862559 10.08392590 NA 11.28360276 -1.02796912 2.29407665 11.14456571 7.04360042 8.12695634 9.66649618 15.96625959 6.93214033 8.43770464 7.78912213 1.29407665 9.52864437 10.50887111 5.47628123 6.87300478 11.74465900 9.45696114 1.29407665 0.55709144 4.18159556 5.74032316 11.43719439 NA 10.73410490 10.70515354 10.47148582 -0.02782203 3.05959755 8.94638084 -1.02796912 10.31087460 7.56459538 9.41715314 11.13704518 6.64456294 6.09107989 12.19236538 9.64367927 -1.02796912 12.03249641 9.45292834 3.05959755 11.50010387 9.24052828 11.67647419 6.04895326 NA NA 4.10142317 NA 15.36463913 15.75375190 12.67019170 9.88128132 11.98737903 -1.02796912 NA 4.87902934 10.24184936 9.20575782 11.59487643 10.07935531 2.29407665 15.15860071 18.02175283 11.93954462 NA 2.29407665 3.61599298 11.78531816 -0.02782203 8.27134630 3.67257243 10.93392069 10.44635115 10.53866804 15.22489604 8.69835636 4.72702734 7.56832782 11.09075494 0.55709144 10.44584400 12.74019640 9.50935658 12.48018056 11.51975580 1.55709144 8.68981457 11.47770171 3.29406194 -0.02782203 -1.02796912 7.05960080 4.29406930 6.30305557 9.25522666 9.31975949 10.13767335 2.43156948 NA 9.72786040 NA 11.08066266 7.76330135 12.52468725 12.14300218 9.77408909 10.47198414 NA 2.29407665 13.39597635 8.04627987 10.85133858 7.38152911 10.46304929 8.83167302 8.97495313 9.80581899 1.97214120 2.77949087 11.25840721 8.07017033 9.72952830 10.01926212 9.62945662 11.62475914 2.87901954 9.23883104 8.35151659 NA 11.31671156 2.87901954 -0.2605900 -0.2605900 0.5576200 0.0322810 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 0.3719900 0.0307320 0.0252500 0.0252500 0.5180400 -0.2605900 -0.2605900 -0.2605900 0.0185230 0.0185230 0.0185230 0.0185230 -0.5514600 -0.5514600 0.0000000 0.0000000 0.0000000 0.0322810 0.0245480 0.0272160 0.0200630 -0.2527300 -0.8609400 -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 0.0074489 -0.1972500 -0.1972500 -0.2443600 -0.2443600 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 1.97214120 7.88801746 11.01037138 11.96613803 11.37834325 11.06225065 10.51999669 8.98336561 10.57808063 5.47993220 0.97210443 1.55709144 8.01926212 10.28161457 11.00038964 15.40932135 3.62348062 11.72326383 5.05960188 8.92505412 9.19734572 10.51999669 NA 9.82388722 4.77949087 9.06910359 6.02742170 9.54294266 7.34795969 3.83012346 -0.02782203 7.17670973 8.38787990 7.87300478 8.06753547 10.73452030 8.51710283 1.55709144 -0.02782203 NA 5.275920 9.496680 10.259845 10.443813 12.565996 8.682945 10.045610 11.426180 8.637474 10.114245 7.949418 12.179305 4.763693 12.740196 10.212930 10.505468 13.479743 10.547205 3.672572 9.740322 11.02470627 12.01019984 9.72451880 3.29406194 11.78992133 10.30193454 15.08284398 8.03012968 6.61599445 9.80423704 12.37794449 10.41022830 9.01105725 9.48586573 9.59419003 11.74465900 10.90656625 9.03957272 8.90435283 12.03249641 11.50010387 9.85172141 9.88128132 6.32969051 8.28728759 11.93954462 2.77949087 2.29407665 8.82544793 7.73368921 12.48018056 11.51975580 10.92378719 11.47770171 10.56832801 7.92633455 0.55709144 -0.02782203 9.38378701 8.13387481 10.45393770 8.98615861 4.52672614 11.08066266 10.87489016 10.47198414 13.34914536 10.93214018 10.59784706 8.51323490 8.02198656 10.66038852 6.76655409 -1.02796912 8.84711969 10.82683136 9.92196497 9.57112121 11.44406742 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 & neck squamous cell carcinoma 67.5 1964 3 white not hispanic or latino 2 4 3 2 3 2 3 2 3 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 4 0 0 0 0 0 0 0 0 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 5 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 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 4 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 0 0 0 0 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 5 0 0 0 0 5.062957e-06 1.733889e-06 14.1414141414141 13.1313131313131 14.6464646464646 29.7979797979798 28.2828282828283 9.4841091 NA 11.1013796 1.4118601 3.1280954 10.2840059 5.7440777 8.8724828 8.2804827 15.0484568 7.8309379 7.6679212 8.5382165 5.1280871 9.2528835 9.8916610 4.4118804 4.7542729 9.4886964 9.6351930 2.0639516 4.8899261 8.0660052 6.2555782 11.9992565 0.1895399 10.5481395 10.7312303 10.7672319 1.2803625 2.4118872 8.3669245 -1.3955491 13.2087316 8.5174151 9.2417484 12.1689135 7.4932694 8.1894885 11.0477284 5.6157517 2.6919808 13.2035088 8.2501842 2.0639516 11.9692077 10.1105308 12.3614991 7.7156614 NA -1.3955491 2.9968406 -0.3955491 14.2930494 14.5114127 12.3649339 10.2141663 13.1264943 NA 5.1894885 3.9968406 10.6420728 9.1407730 12.2190057 10.1720066 1.9017261 16.3806375 17.6989180 10.6726324 NA 1.6045458 4.1591125 12.1976835 0.1895399 7.4118804 4.0963799 12.1578275 10.7675465 9.9968433 15.7297577 9.9510396 8.1686751 2.1894767 10.3871146 2.9968406 10.7906401 12.8513369 8.9387992 12.1471950 11.3683607 -1.3955491 8.5587222 11.3928363 6.9399165 NA NA 6.8290580 6.3793125 9.0741677 10.6275870 10.5367406 10.0843061 7.5674215 4.4625039 6.1819553 NA 10.6406995 9.9179757 12.0227738 11.7427977 9.1844075 10.8783214 0.6045458 4.0639602 12.7760936 8.9219385 10.6655594 8.6692685 10.3935663 9.5715215 8.1743814 10.9216558 5.8899286 2.4118872 8.8642691 9.0873337 11.9564313 10.4814264 8.4054257 11.1006306 2.8524583 8.7367686 9.3358450 0.6045458 9.9817364 3.4118872 0.1952700 0.0597940 1.6220000 0.2596100 0.2824800 -0.3345600 1.8906000 0.0358060 0.3421000 0.9616500 0.0927080 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 -0.0047079 0.1538200 -0.0772120 -0.3273900 0.2869100 0.1952700 -0.3926300 0.0597940 -0.2831100 -0.2831100 -0.2831100 -0.2831100 -0.0483420 -0.3305200 -0.3163400 -0.3036900 -0.2124300 -0.3463000 -0.3463000 -0.3463000 -0.3476100 0.3474600 0.0274970 0.2654500 0.6166100 0.2120700 0.0873900 0.0511030 -0.0464180 -0.0733430 0.0000000 0.1227000 -0.2567300 0.0451410 0.0920250 0.0023581 -0.0031859 -0.0575190 -0.0323140 -0.0552290 -0.0406160 -0.2126800 -0.0935350 -0.0033243 -0.3650400 -0.2501900 -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 1.339 1.622 -0.304 -0.304 0.238 -0.346 -0.318 -0.318 0.000 0.000 0.165 0.000 0.617 0.617 -0.096 0.154 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 1.339 1.622 -0.304 -0.304 0.238 -0.346 -0.318 -0.318 0.000 0.000 0.165 0.000 0.617 0.617 -0.096 0.154 NA 6.5114159 11.2180851 10.0853160 11.6781654 9.9893096 10.5076545 4.7542729 10.6655594 7.2447710 0.6045458 5.2483830 7.6999229 11.7541142 10.3075642 13.6926930 3.0918860 11.0807658 9.3743638 8.4150974 6.8090967 10.5076545 0.1895399 10.1103374 5.2192344 8.2530812 6.4310747 9.7338088 9.0878479 4.5352629 13.6801303 8.3032131 6.1969827 8.8933919 8.5903677 9.2663040 7.9174091 3.3594087 3.9264549 -1.395549 8.468712 11.361499 12.060355 11.727677 11.617500 11.501615 14.186756 12.265525 8.544105 10.890506 9.427097 11.102378 3.084149 12.851337 11.189488 10.489078 12.917895 11.909305 3.996841 11.563803 11.2593856 12.3275468 11.6234215 2.5114174 12.1613911 11.0334094 14.8174016 9.5159178 10.0086030 9.2980128 11.5372942 9.6241166 8.0963789 10.0059387 9.0832956 9.4886964 11.5306365 9.1932405 10.4844919 13.2035088 11.9692077 10.2402440 10.2141663 5.3459924 7.2769516 10.6726324 8.0741677 -0.3955491 9.4150974 10.4507998 12.1471950 11.3683607 10.2680839 11.3928363 11.7176168 10.1167725 -1.3955491 -0.3955491 9.9325611 9.0379549 10.1890186 9.9648243 8.0412375 10.6406995 12.0434476 10.8783214 12.0196074 10.3981292 10.6796707 8.9828208 7.8405400 10.3001892 3.4625105 0.6045458 8.2025784 9.3425336 9.8724830 10.1653363 11.9383800 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 & neck squamous cell carcinoma 40 1970 0 white not hispanic or latino 2 4 4 1 1 3 2 2 3 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 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 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 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 0 0 0 0 0 0 1 0 0 5 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 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 6 0 0 0 0 1.043801e-05 3.537134e-06 12.6829268292683 61.4634146341463 3.41463414634146 14.1463414634146 8.29268292682927 7.5621646 NA 10.0180470 NA 3.5751066 10.7388131 2.3527020 3.7063427 8.6826319 16.3822955 7.8011716 8.5556513 8.0654291 NA 8.9493149 9.5804608 4.2702523 -0.8173077 0.7677395 8.8121426 1.1827559 NA 8.2461810 2.1827876 12.3261693 2.9901380 9.6205382 10.3989257 9.6473318 2.6422164 2.8832298 10.1997893 NA 14.0767512 9.0684825 8.7545388 11.9501429 7.3676611 4.8266400 12.1397067 1.9901562 NA 13.2185303 9.3701381 NA 11.5111805 8.0102875 12.9775065 6.8622666 -0.8173077 -0.8173077 6.5315140 0.7677395 16.2772958 16.6665896 11.9698724 10.5979996 13.5847322 NA NA 1.9901562 11.1639965 10.1721806 11.4472287 9.9200335 2.5047221 17.7396513 19.0929047 11.0223836 NA 0.7677395 0.1828194 11.7696258 NA 6.1252998 6.3426579 12.5972586 11.5284685 10.0399895 15.8621287 9.3626952 3.7677501 5.1369829 10.3420268 0.1828194 10.1492915 11.4851394 8.2488754 12.8303569 12.2702489 3.0896846 8.0251362 12.0335589 6.6006385 -0.8173077 NA 6.3227466 4.4307135 4.7063482 9.5170593 8.8534424 11.3573997 0.1828194 1.1827559 5.1600650 -0.8173077 11.1999425 10.7407283 12.1866553 12.2416234 8.8176517 10.8180507 NA 0.1828194 12.5699956 7.0029646 11.4845681 7.8445639 9.0655667 9.6911653 6.0029657 11.7845569 2.1827876 1.1827559 9.5664904 8.8103200 12.2579309 9.0013682 8.5534734 10.9064470 2.5047221 9.1035260 8.7200044 NA 10.5911158 1.9901562 0.0635090 -0.3930800 0.0767100 1.4426000 1.6323000 0.0599930 0.0943460 0.4909600 0.5448800 -0.4400800 -0.4400800 -0.4320300 2.6598000 2.6598000 0.2341100 0.5410100 -0.4146500 3.6569000 0.0345360 0.0457080 -0.4065000 -0.4292000 0.0069435 -0.4733200 0.0533790 0.0533790 0.3424200 -0.1135200 0.8223600 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-0.118 NA 6.4865664 10.8957429 11.1402509 11.0329729 11.3014027 11.4774068 -0.8173077 12.0430971 5.2271789 0.1828194 2.8832298 5.4307135 6.7974955 9.8130532 13.7729053 1.5640855 11.1031389 9.8719105 9.1563830 5.5578267 11.4774068 NA 9.1046271 3.4307135 7.7799445 7.5092152 9.1282300 7.6116903 6.0531504 0.7677395 8.6006385 6.0407675 9.2596016 9.3849100 8.9836860 6.4307135 1.9901562 -0.8173077 -0.8173077 8.8587432 11.7947330 12.7889495 9.2023768 10.6564918 9.1120446 11.2926168 12.2572621 10.5386877 11.2113828 9.2542485 10.6360567 4.5870769 11.4851394 11.4046752 10.9422582 13.0044574 0.1828194 1.7677395 9.9234101 10.0196255 12.4216386 10.3812311 NA 11.7238827 9.8392109 15.2868098 10.1735992 9.4283388 7.8552117 11.9645556 8.7017147 8.5751035 9.5729550 7.6339971 0.7677395 11.2465182 8.1311532 7.6984859 13.2185303 11.5111805 10.0889251 10.5979996 4.2702523 5.5047157 11.0223836 -0.8173077 -0.8173077 8.6846231 7.0093349 12.8303569 12.2702489 11.0862914 12.0335589 10.9008908 8.9038852 NA NA 10.0118665 6.8194102 9.9360029 6.1369829 3.4307135 11.1999425 11.2602694 10.8180507 12.6566186 10.5204080 9.4259600 9.6564919 6.4865664 10.9435060 2.5047221 NA 3.5047094 9.8338467 9.9917503 10.1579176 11.0427090 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 & neck squamous cell carcinoma 100 1960 4 white not hispanic or latino 2 4 5 2 3 2 3 3 3 3 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 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 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 7 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 5 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 4 0 0 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 3.571812e-06 9.016224e-07 20.4545454545455 36.3636363636364 4.54545454545455 21.969696969697 16.6666666666667 9.54705376 NA 10.84159910 0.91678235 1.91678235 10.44768064 9.03832012 6.69814623 8.63274879 15.43519391 8.48284062 7.37621831 7.40863969 3.61722795 8.84900125 8.08671160 5.51669913 4.04607192 7.71120235 8.19291119 4.16471388 1.91678235 7.26993361 7.64470713 12.06335531 NA 10.64428172 10.57856469 10.17063415 2.60497273 3.50174485 9.11685154 -1.08314124 13.25691491 9.31446134 9.22505749 12.14048672 8.76227672 6.96663465 11.45376232 4.30910341 1.91678235 10.73616741 8.23871474 1.50177032 12.01761321 8.13750352 13.02808534 7.71120235 NA NA 5.00424969 1.91678235 14.36212389 14.94882310 12.85056948 9.57499818 12.94356940 NA 5.04606755 4.98287496 11.78638048 8.89835379 11.91255377 10.33463911 3.56064160 16.88537468 18.14969233 11.32829760 NA 2.82366785 3.23871044 11.86314465 NA 8.10661109 4.69814623 12.34814842 10.93150453 9.47425026 15.61913521 9.57856479 3.37622091 2.23872573 11.34854537 0.91678235 10.63916730 12.82965633 9.37724242 12.12730578 13.02735151 NA 8.85783423 11.09949135 7.19755779 0.50171938 NA 7.53418069 5.97206996 5.45594527 9.69321965 9.46078515 9.87388870 4.61722795 3.56064160 6.82967581 NA 10.05953185 8.95296018 12.60994685 11.68827610 9.12749451 10.36593526 -0.08314124 4.53149375 12.64289833 8.74967672 10.37468045 8.78869191 10.00903499 9.54887295 8.37211371 10.40964126 5.58921219 2.23872573 11.34147785 8.72414171 11.44889899 10.42804511 9.05633804 10.87895963 2.91678235 8.61563000 9.55159772 0.91678235 11.27927842 2.37620702 0.274580 0.274580 1.040100 0.094056 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 0.130660 -0.320650 -0.320650 -0.147720 0.043440 0.334640 0.334640 0.085076 0.208240 -0.315060 -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 -0.319490 -0.317040 -0.317040 -0.317040 0.010564 0.419490 -0.304630 -0.437620 -0.321580 -0.055364 -0.158480 -0.158480 -0.138840 -0.314080 -0.326700 0.130660 -0.320650 -0.320650 1.316000 0.000000 -0.147720 -0.126290 -0.126290 0.043440 0.043440 -0.286200 -0.131350 -0.328900 -0.209330 -0.248370 -0.248370 0.165050 -0.158 -0.158 -0.314 -0.314 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 -0.314 -0.314 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 NA 6.823677 11.352717 11.726756 11.767755 9.804769 11.443041 2.617228 10.287474 6.076657 3.671678 5.882572 8.382353 11.061445 10.223418 14.044499 3.427110 10.715663 9.322992 8.666874 7.372114 11.443041 1.724126 10.699375 3.376221 7.502576 7.452062 10.341478 8.642647 4.939156 7.755990 8.311249 6.516699 9.183573 9.703873 8.937767 7.720918 3.724137 3.440354 2.238726 6.651497 9.975455 12.229091 11.832853 11.772044 9.646407 13.782955 11.371086 8.263300 11.186498 7.256637 11.138072 5.244472 12.829656 10.006237 10.561094 12.976169 12.303188 3.238710 11.116766 10.6176598 12.0210578 11.5734349 0.5017194 11.8451199 10.4598185 15.0135195 9.7079495 9.4646452 8.9391546 12.6434306 9.3792889 7.4086397 9.8304241 10.2627463 7.7112023 10.9788328 9.0095437 10.7579578 10.7361674 12.0176132 10.0544182 9.5749982 5.5017480 9.5379227 11.3282976 3.6172279 -1.0831412 9.1225798 10.2010323 12.1273058 13.0273515 10.1395815 11.0994913 11.1685649 8.9869075 -1.0831412 9.1765300 9.3919322 8.7415068 10.3838827 9.7377633 5.4403476 10.0595319 11.5083090 10.3659353 11.3998466 10.2420920 10.3965669 9.3165986 7.5892122 10.0942061 4.0042497 3.6172279 9.2033443 9.3765051 9.9040507 9.8687999 10.7902308 7.6172265 9.8847333 5.1262419 TCGA-CN-6013 56 1 727 NA head and neck stage iva t4a n2b NA male 2010 NA yes head & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 5 2 1 4 1 3 1 3 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 6 0 0 0 0 7 0 0 0 0 0 0 0 0 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 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 0 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 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 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 6 0 0 7 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 5.929901e-06 1.733889e-06 21.1711711711712 58.1081081081081 1.8018018018018 11.7117117117117 7.20720720720721 10.3622532 NA 10.3657530 0.8693977 2.5698313 10.5733021 4.3612490 7.6142321 8.2466090 17.0320554 7.6041084 8.3632539 7.9354874 -0.1305234 9.1879414 8.5541472 5.2956643 5.5558990 9.3195789 7.8089777 3.3929631 0.4543865 7.9779233 8.0812869 12.2545869 NA 10.8962678 10.5589598 10.1361851 NA 2.1913416 9.6012181 -1.1306813 13.3842975 9.3257529 9.0062486 11.6509632 9.0076704 5.0982174 12.5139308 2.3288365 -1.1306813 12.7804160 8.6074909 1.8693977 10.6654382 5.8434689 12.8568402 5.4392541 NA -0.1305234 5.0191459 1.4543865 16.9200709 17.1218314 12.1955331 10.6083352 13.6812749 0.8693977 NA 4.2617188 10.5650619 10.2686765 11.7040671 10.0235837 2.2013829 15.2774131 18.8222493 12.2879100 NA 1.4543865 -1.1306813 11.5591782 NA 8.5060231 6.4239882 12.2138415 11.0533440 9.5990192 15.5523657 9.3662523 6.8351826 2.5698313 10.5900703 -1.1306813 9.8250484 12.5371554 10.5128039 11.8610975 12.4522462 NA 8.4430459 11.4046739 5.8466788 -0.1305234 NA 7.5667482 4.7273814 5.3929596 9.9601726 9.6630019 10.0343054 2.6767639 -1.1306813 6.3288293 NA 11.0918916 9.4402031 13.0122236 12.4891600 9.8251138 11.3045479 NA 3.0393314 12.6970390 8.7596629 10.8470363 6.2956624 9.9319507 10.1446385 8.3040268 10.5806354 3.6767526 1.8693977 9.8330172 8.9314446 12.4608040 9.1137625 9.5186547 12.0071902 2.8693977 8.6851822 8.6847819 NA 11.3885433 1.4543865 0.0000000 0.0036076 1.3289000 -0.0074720 -0.0074720 -0.0068292 -0.0068292 0.4563200 1.3360000 -0.5032800 0.4480500 0.4576800 -0.0812060 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 0.4001100 0.1539900 -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 -0.0127130 -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 -0.4862800 -0.0161540 -0.0820040 0.0694590 0.0383470 0.0991020 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 0.458 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 0.458 0.000 0.000 0.000 0.000 2.956856 7.748982 10.670703 12.249860 11.741304 10.578913 10.764216 7.695947 11.189071 5.913792 2.328836 1.191310 8.154801 10.618011 10.021683 14.448891 5.345620 11.274274 7.849538 9.189409 8.186811 10.764216 2.956856 10.647476 4.869398 7.808331 8.862337 9.310268 7.695852 3.191326 NA 7.714858 7.689577 9.906945 10.729322 8.697535 7.400780 3.956865 3.454360 NA 8.963476 10.290937 11.786385 10.954871 12.053964 8.287251 11.899721 12.213972 9.420145 11.455065 7.782288 10.355228 5.227125 12.537155 8.200316 10.266538 13.096629 10.549318 2.454360 9.308190 10.8067723 11.7491732 12.1980735 1.8693977 11.8570179 10.1868111 15.2101507 9.6441856 7.9986818 9.1385252 12.2254378 8.5219031 8.0958105 10.1036172 8.0443242 9.3195789 11.3053292 7.9137924 9.7732803 12.7804160 10.6654382 10.2264006 10.6083352 6.3692449 7.6863822 12.2879100 -0.1305234 1.1913100 9.5879314 10.6735296 11.8610975 12.4522462 10.6247034 11.4046739 11.2305199 8.4693113 2.6767639 2.1913416 9.9463143 8.4571761 11.1492993 8.3390403 3.0393314 11.0918916 10.9931966 11.3045479 11.4674510 10.3319008 9.5391695 9.6499384 6.9568617 9.7086023 4.3929631 -0.1305234 7.6474757 10.8991206 9.8609204 9.6133915 11.0943046 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 & neck squamous cell carcinoma 50 1960 1 white not hispanic or latino 3 1 5 2 4 1 5 1 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.537134e-06 1.317756e-06 23.5714285714286 32.8571428571429 2.14285714285714 17.1428571428571 24.2857142857143 11.50404535 0.63189586 9.89319503 6.35070232 6.32304575 10.51401709 0.04697991 8.12640558 8.49813197 15.47144823 6.70513194 7.34612896 8.19157943 -0.95315975 8.53275020 8.62246040 4.82828122 6.09131478 5.06928971 8.41324330 5.02419998 1.63189586 13.30047311 10.23798023 11.40913887 NA 10.29425520 10.16521328 10.54975281 NA 5.50635122 9.30639372 NA 13.66874400 11.77207427 8.37335066 11.72067179 8.98650025 8.65794577 10.08584009 5.38676957 NA 12.35127237 8.87664371 2.95380533 12.67320047 8.98084761 12.50083469 7.49400431 NA 1.36882421 1.85427498 -0.95315975 15.16346808 15.25990429 12.02572801 10.22122253 12.81954491 NA NA 5.09131478 9.92343802 8.66346987 12.13355489 9.97099123 2.04691008 17.60378255 19.21164142 11.61273717 NA 3.69077465 2.95380533 11.82006026 NA 12.36532264 2.95380533 11.29019623 10.38621430 9.51961188 16.45447098 8.54477283 4.13438525 4.77483976 10.64124562 -0.95315975 10.47370991 11.51910419 8.64124580 12.18134737 12.67320047 NA 8.28532592 10.85789424 6.60916396 NA NA 7.17439943 6.63188422 7.78163052 9.51248745 10.36433364 10.77781568 5.31370660 NA 6.67627728 NA 11.19317148 8.47318580 12.66691172 11.47789621 9.67669653 10.27513850 NA 5.96578428 13.37335053 7.76802019 11.24781966 8.82664032 10.47998483 9.65165950 6.87346995 10.72596119 4.74736054 1.63189586 10.66025008 8.71047929 11.83971136 10.09063196 9.36207072 11.94041220 1.85427498 8.32613687 8.74909375 2.36885214 10.17362555 4.92956378 -0.00346270 -0.00346270 0.28881000 -0.00152430 -0.00152430 -0.00747200 -0.00747200 0.00388540 0.00388540 -0.30080000 0.28818000 0.28564000 -0.01422800 -0.01422800 0.00124810 0.00124810 0.00097064 0.00097064 -0.00484610 -0.00415460 -0.00304750 -0.00304750 0.00861350 0.00097064 0.00194180 0.00194180 0.01140000 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-0.015 0.286 0.000 0.000 0.000 0.000 6.26608938 6.90490191 10.47475766 11.93889458 11.97673423 10.46213465 10.13901741 13.20434694 10.91265436 10.57732742 0.04697991 4.04691881 6.75427957 9.94098083 9.44459564 14.04568775 2.86044639 11.05429879 7.81841026 8.42484737 7.08583996 10.13901741 NA 10.55471566 4.77483976 7.75524613 5.52265528 9.87664371 7.37420399 5.48986401 0.04697991 7.52670110 5.89241046 9.77654177 9.53977570 8.65054738 6.77484108 4.47318296 4.80181052 NA 6.285326 10.330588 11.103884 10.377278 12.138026 11.668515 10.375596 12.496328 8.275740 10.487271 7.452062 10.121732 3.952371 11.519104 9.220598 10.226208 12.985211 7.196668 NA 9.359804 10.4488672 12.1170420 11.9700628 1.0469101 11.5178341 10.2835333 14.7523080 8.8068093 8.6542515 9.3654638 12.7786643 6.0011177 8.3867709 10.4945209 8.3019497 5.0692897 10.2787423 6.9049019 7.9538117 12.3512724 12.6732005 10.3444105 10.2212225 6.1343832 5.8018079 11.6127372 5.8151066 1.3688242 8.9111073 8.6524004 12.1813474 12.6732005 10.7206718 10.8578942 10.8655032 9.2155932 3.4392375 6.3415411 10.0018371 8.9110297 13.4566435 9.8372695 5.5226553 11.1931715 11.2199735 10.2751385 11.5618816 10.2286945 9.7773911 9.8655032 7.6281218 10.3889957 0.6318959 NA 4.8018105 9.5019092 9.3744738 9.5734204 9.5547157 6.9952878 10.4531260 5.6015093 TCGA-CN-6017 55 1 853 NA head and neck stage iva t3 n2b NA male 2010 NA yes head & neck squamous cell carcinoma 5 1980 3 white not hispanic or latino 3 1 2 2 4 1 5 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 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 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 6 0 0 0 0 2.080667e-07 6.935557e-08 12.5 12.5 0 37.5 37.5 10.6750194 NA 9.5506914 3.9612807 3.3763182 10.5181437 2.2063932 9.2315349 8.0265743 16.6994143 7.0705815 7.0705815 8.5857738 4.6982463 9.3369660 8.5056036 4.8788185 6.2832106 5.5987136 7.8393909 1.7913557 2.3763182 6.7762514 8.2616780 11.4676089 1.2063932 10.1598644 10.3136125 10.5792605 NA 4.4158465 8.9041448 NA 13.4713511 12.7180245 9.0265743 11.3551897 9.6168467 9.6881949 11.6149905 6.5010155 NA 13.0276711 9.3775721 2.3763182 10.1230213 6.6252603 12.5944127 7.7724492 NA 1.7913557 3.6658248 0.7913557 16.4746983 16.8774996 12.0582537 9.9646185 13.2748378 NA NA 7.1547624 10.9963365 8.8574470 11.1710973 9.6699198 3.2938560 15.8293337 17.5529437 13.0530611 NA 3.9068329 4.0643742 11.4793167 NA 12.9912347 7.3912711 11.7736480 10.3004730 9.9120278 15.5677738 9.3662667 5.7455547 4.4917954 10.5440173 -0.7936068 10.5825208 11.5451011 8.6136631 11.2291100 11.8755019 1.7913557 8.5417858 11.0882741 5.2507911 NA NA 7.3765205 6.4060672 11.5013033 9.0966596 11.3891001 10.6780706 6.7532903 NA 5.2938597 NA 10.4626041 8.6841535 12.1924152 10.4807735 9.3242721 10.4036121 NA 8.6555440 13.1514734 7.2616775 11.1822434 8.7609843 9.9951138 9.7338724 9.7002509 12.1048078 6.1252585 1.7913557 9.8384818 8.6200233 11.9240718 9.9240718 9.2938583 12.0637933 3.5987106 8.4658798 8.7951101 0.2063932 8.3408217 3.1132838 0.00000000 0.00000000 -0.00097017 0.00152550 0.00152550 0.00221930 0.00221930 0.01796300 0.01796300 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 -0.00069303 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 -0.00138580 -0.00418610 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 -0.00650500 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 7.8574473 6.0265743 10.3869262 11.6619795 11.2011024 10.3227394 10.9487048 14.2002625 11.0859786 7.9679467 -0.7936068 4.4158465 8.2425692 11.2862134 9.9240718 12.0966597 3.3190976 10.9016236 7.3813214 8.6085121 8.9512293 10.9487048 NA 10.6056733 6.8063086 8.1193743 10.2439424 10.1207805 7.6325765 4.2938560 -0.7936068 8.2670914 5.1132879 8.9189223 10.9906212 8.9942980 6.2938578 4.1132838 7.7062411 NA 8.722095 10.922786 10.811870 9.018573 10.881911 10.690211 9.982006 10.851153 9.756180 10.599786 8.768638 10.346586 3.734341 11.545101 10.345307 10.321439 12.685590 6.101213 2.376318 9.535070 10.6099401 12.0620426 11.3139394 2.7913557 11.3301935 10.7117108 13.8615320 8.8681734 8.5440174 8.8610314 11.7299573 8.2820348 7.9343160 10.3096833 8.1950803 5.5987136 10.6962434 7.5770828 11.7467656 13.0276711 10.1230213 10.1019707 9.9646185 5.9068353 9.4109664 13.0530611 5.5101771 0.7913557 9.3408217 10.3831919 11.2291100 11.8755019 10.4555089 11.0882741 11.4017676 9.1692914 5.4543240 7.6326601 10.1750261 10.9097712 15.0640120 11.1547626 6.1836751 10.4626041 11.6773084 10.4036121 11.6136631 10.7166651 10.3194864 10.7566612 7.0201766 10.4865862 7.2991521 1.5283213 1.2063932 10.4119199 9.1793752 10.0056770 10.4310000 6.9612830 10.2918678 6.0008113 TCGA-CN-6018 85 1 580 NA head and neck stage iva t4a n2b NA female 2011 NA no head & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 4 1 1 1 1 1 1 2 1 2 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 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 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2.3065247 1.4320508 11.4074404 NA 9.1417283 6.2308121 11.7800143 9.9312516 9.9738120 16.1142509 9.3647770 6.3940013 6.0759262 10.9205797 -0.1529652 9.8825940 11.1779601 7.9425045 11.1850082 10.8078335 -1.1529652 8.3509334 11.3797070 8.5195329 -1.1529652 NA 5.7556808 7.1554467 7.2308121 9.6624909 9.4981593 11.1313533 2.8471150 -1.1529652 6.6086585 -2.2729944 10.3637925 9.2628494 12.2997349 11.2702235 9.9346632 10.9115136 NA 4.9968542 13.1075126 7.7479741 11.0535115 8.4264237 10.0126176 10.2633615 10.1156496 11.6902435 5.9763911 1.1690270 11.9393692 9.6103199 12.2719300 9.9345705 9.6169454 11.9816943 2.5475485 9.4421693 8.6202470 -1.1529652 9.3116534 0.4321042 0.15592000 -0.22539000 0.28754000 0.00444110 0.00444110 0.01992300 0.01126100 -0.16599000 -0.16599000 0.55744000 0.01468500 0.01468500 0.92391000 1.09170000 -0.19700000 -0.24521000 0.14950000 0.14950000 0.29040000 0.00000000 -0.24934000 -0.24934000 0.00069327 0.06995600 0.02440800 0.02440800 0.07325800 0.05922300 -0.24192000 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0.000 0.000 0.000 0.000 0.000 -0.245 -0.245 -0.369 0.000 2.7539895 7.9105024 11.4871265 11.4583630 11.3952070 10.9763906 11.2733723 9.0914714 10.5724738 8.2394248 NA 4.8694766 7.8386291 9.8576357 9.9673454 13.0662004 2.9226355 10.7377519 7.8860264 8.8580273 6.4470204 11.2733723 -1.1529652 10.3642848 4.9763911 8.1692611 8.2002542 9.7983923 8.5501981 5.6799980 -0.1529652 7.5440750 3.0170311 9.6847355 11.2353940 9.3369555 7.1869581 1.6544814 3.1690431 NA 7.443297 11.791454 13.488479 9.392072 11.042787 10.768205 11.718820 12.113748 9.343961 11.634194 7.795475 10.527467 4.768592 11.177960 10.121486 11.018910 13.059639 6.264960 3.976391 10.706642 11.137126 12.435119 11.584989 0.847115 11.412210 11.004454 13.709402 7.350933 9.497262 8.600324 12.404332 10.012366 7.618597 10.109202 8.967346 3.239429 11.010443 7.314713 9.901712 13.763267 8.824388 10.372628 10.532732 5.679998 7.557914 12.057779 1.847115 1.169027 9.299349 10.317258 11.185008 10.807834 11.002874 11.379707 12.111550 10.342463 5.561354 3.017031 10.592778 9.308587 11.233778 8.757001 3.654458 10.363793 12.128603 10.911514 11.623335 10.337958 11.062034 10.166215 6.950395 9.948427 2.847115 0.847115 0.847115 9.148021 9.504426 10.035696 11.032293 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 & neck squamous cell carcinoma 20 NA 0 white not hispanic or latino 2 4 5 2 3 1 3 1 1 1 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 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 5 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 4 4 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 4 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 5 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 0 0 0 0 0 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 4.126657e-06 1.005656e-06 16 18.6666666666667 4.66666666666667 33.3333333333333 27.3333333333333 10.34460306 6.63431882 10.40617194 6.04557621 7.36977356 9.91487168 8.03988412 7.30955639 8.41003746 15.66257277 8.01108689 6.93953338 8.45777033 3.58044702 8.12028558 9.14036993 4.86424558 5.64185234 8.31898561 8.77113618 3.44920478 4.14435642 13.40651750 7.51221819 11.50112915 0.64182344 10.30837316 10.43355874 10.34055793 2.05147651 6.42321342 8.56846540 NA 13.46508774 10.17648036 9.18230421 11.30274047 10.16017851 8.92416938 11.04593033 5.34229161 0.05686094 12.16230821 8.06531919 0.05686094 10.56319827 5.55976099 12.47961252 7.23181638 NA -0.94313906 4.98763011 0.64182344 14.88992852 15.21308837 12.13253697 9.62959086 12.23321970 0.05686094 2.75732200 5.54874486 9.31663407 8.52245717 11.44652206 9.75906343 1.64186967 17.07212912 15.95854722 12.75863035 NA 4.26634430 4.64185234 11.92898841 NA 10.15492276 3.96377928 11.21784619 10.33068634 9.77027720 15.77559749 8.47263236 4.81177927 5.12297911 10.79835766 -0.94313906 9.85374152 12.27165605 8.96077261 11.40644839 12.18036552 2.37881678 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9.69170183 8.35006358 6.99940477 10.11826186 0.05686094 10.32367720 5.24671590 8.67483560 8.11217310 9.95473620 7.59682485 5.16541354 9.17583170 7.50810217 6.01108633 7.74339109 11.18068881 9.28931161 7.52041518 3.51631778 7.05689020 NA 6.351512 10.588760 11.012533 11.765112 11.943159 11.844385 12.575052 11.782257 8.444908 10.747762 7.634320 10.496722 3.939048 12.271656 10.382196 10.547742 13.323664 11.471576 2.056896 10.316045 10.7534236 12.2279111 11.8203106 3.9148706 10.9206898 10.3347592 13.7796412 7.4534954 8.9272553 9.1094588 11.7348305 6.8184416 8.2142375 9.8250750 9.5376808 8.3189856 10.1989978 7.5244963 7.9303346 12.1623082 10.5631983 10.2772690 9.6295909 5.8897802 6.9334074 12.7586304 4.0568869 -0.9431391 9.3399791 10.7151022 11.4064484 12.1803655 10.4177378 10.5412101 10.8842334 9.2796856 3.9637793 4.5487449 10.1970814 8.6403122 10.9588889 7.1964418 7.2417658 10.9237833 11.3512243 10.0820303 12.2822488 10.1074197 10.5214364 10.2590146 7.5039736 10.0427327 3.8642456 0.6418234 9.0067174 10.0457173 9.2687789 9.1977204 9.5950797 7.7916005 10.5462370 5.0110886 TCGA-CN-6020 58 1 205 NA head and neck stage iii t2 n1 NA male 2011 98 yes head & neck squamous cell carcinoma NA NA 1 black or african american not hispanic or latino 3 3 1 1 2 3 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 4 0 4.334723e-06 1.837923e-06 22.0994475138122 33.1491712707182 2.20994475138122 20.9944751381215 21.5469613259669 10.2442185 NA 10.3888565 3.6164283 4.5095058 10.3208218 7.0282376 5.5772536 7.7486484 15.9407855 7.3977841 7.9588160 7.2848028 NA 9.5190144 8.7545131 5.2089230 3.8534668 2.3940202 9.4126956 1.6164048 -1.1909972 10.1655211 6.9175941 11.5947260 2.2684943 10.8376659 10.6443300 10.8005909 -1.1909972 3.6164283 8.5703711 -0.1909972 13.4659967 9.4946940 9.6268523 11.6494537 9.0909992 6.4384259 13.4188827 -0.1909972 NA 14.5719183 8.9889783 1.1309967 10.2083470 10.9543931 12.2977880 7.2478611 NA -1.1909972 4.9789964 0.3940751 15.4323647 15.6674964 12.4260774 10.1399860 12.9751537 1.1309967 NA 5.8965310 10.9746043 9.0967816 10.6643270 9.8473023 0.3940751 17.5031243 18.2326242 10.9764873 1.8090851 1.6164048 NA 12.0173035 NA 7.7603540 7.1841087 11.7285936 10.8852167 10.6596467 15.6394729 9.8272693 5.7632655 3.6670519 10.2597649 1.3940202 10.3670114 12.7106262 8.6886525 11.0959157 12.2526603 NA 8.6901831 11.0154730 7.0233884 -1.1909972 NA 6.1222234 5.6419592 4.6164224 9.7734101 9.2353338 10.5276020 0.3940751 NA 3.6164283 -1.1909972 10.5652084 8.8397364 13.1499624 12.3143845 9.8253551 11.0699887 NA 4.8965334 13.0798025 8.4867888 10.8527800 8.2395217 9.3414250 10.5616296 12.7847380 10.3578911 4.6419564 2.2684943 7.9839946 8.1422245 11.9044661 9.4832614 9.2237544 11.3912111 1.8090851 9.1275781 8.5352874 -1.1909972 10.9409261 0.3940751 -0.0091286 -0.0094046 0.5203100 0.2109600 0.3079300 0.1805600 -0.1598800 0.1062800 0.1062800 2.1589000 0.2163700 0.2417100 -0.1562800 -0.1562800 -0.1650900 -0.1046000 -0.1423200 3.6569000 0.0000000 -0.0359930 -0.1050000 0.4765000 0.0476940 -0.0690640 0.1184400 0.1184400 0.0990120 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 0.1127200 -0.2995700 0.0127950 0.3079300 -0.0785440 -0.0850590 0.1805600 0.1062800 0.1062800 -0.2875000 -0.1650900 -0.1650900 -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 -0.1746200 0.1033700 0.0230050 -0.0469890 -0.0624950 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 -0.175 -0.071 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 0.021 -0.160 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 -0.175 -0.071 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 0.021 -0.160 0.106 0.106 -0.043 0.216 -0.156 -0.156 0.000 0.000 -1.1909972 6.9839946 10.7945553 11.7618104 11.5378400 10.4375147 11.2032639 5.6545587 11.7014222 8.3617381 NA 2.8090645 6.2353346 10.6898006 10.0811156 14.7919736 3.7265043 11.6399804 8.4672807 8.5733105 5.8202964 11.2032639 NA 10.6140068 3.7159592 9.4465182 7.2478611 9.1797566 6.8586997 4.0569996 -0.1909972 7.7892089 5.4672795 9.0522431 10.1122791 9.3069209 7.6067309 1.1309967 2.8090645 -1.190997 6.673255 12.209949 12.310526 12.088825 11.394971 10.281760 11.544414 12.227844 7.709936 10.872464 6.853463 11.176484 5.100376 12.710626 8.920205 10.075270 12.428839 9.335568 -1.190997 12.142504 10.5784937 11.0796565 12.1523937 -1.1909972 11.5822083 10.5254599 15.1713204 8.5437789 8.6403765 9.4429725 11.5437787 9.3293243 8.4145487 10.3306695 8.2561525 2.3940202 10.6103733 8.8724643 8.0450831 14.5719183 10.2083470 9.8541462 10.1399860 5.4955705 6.6099691 10.9764873 2.8965237 -1.1909972 8.9524524 9.7849171 11.0959157 12.2526603 11.2096818 11.0154730 11.4276841 9.2426547 3.4529248 NA 9.1972157 8.4671376 9.9883562 7.1577976 4.7863507 10.5652084 11.7901012 11.0699887 12.2679884 10.5038623 9.9613540 8.9638873 7.2226974 10.1748448 0.8090851 0.8090851 8.8258775 8.5730946 9.8945416 9.2938921 11.5066883 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 & neck squamous cell carcinoma 60 1970 NA white not hispanic or latino 2 4 2 3 3 2 3 3 3 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 6 0 0 0 0 7 0 0 0 0 2 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 6 0 0 0 0 0 0 0 0 0 0 5 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 7 0 0 0 0 0 0 0 0 0 2 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 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 6 0 0 7 6 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 8.079924e-06 2.323412e-06 7.23684210526316 19.0789473684211 8.22368421052632 42.1052631578947 23.3552631578947 8.71343704 NA 10.40439024 -0.08742677 2.08246416 10.37043099 10.13714178 5.71989256 8.95829692 13.54007104 8.40839216 6.61297757 8.73431130 -1.08742677 9.52632669 8.94871063 4.93490331 3.81942295 10.61297683 8.18866153 2.23447066 0.91257323 3.23447066 3.23447066 12.14045387 NA 10.89017488 10.40539179 10.66072998 1.91253490 2.81942295 8.89179099 NA 14.30740173 9.62248255 9.73111942 11.97727992 8.66742454 4.23446300 11.36400587 2.08246416 0.49753573 12.26568399 8.37196870 2.81942295 11.98131543 6.78357975 12.57052543 8.36168591 6.59215800 NA 4.43610186 1.23444001 13.23354072 12.96047218 12.20744505 10.42577126 13.31987132 -1.08742677 NA 6.13170471 11.31208211 9.79899581 12.55504020 10.02693019 0.64809724 16.86794301 18.37430834 10.83883314 -1.08742677 2.37197697 -1.08742677 12.07272373 NA 8.12442533 4.86673492 11.61535266 11.13019201 9.71747491 15.25428182 9.86309303 7.50499452 2.37197697 11.79670769 NA 10.11833039 14.31168154 9.23446516 11.45532722 11.60122457 NA 8.81340412 11.11190279 7.77672319 NA NA 7.58450257 5.66742383 6.91253730 10.02302048 10.24625154 10.26458053 2.61296578 3.23447066 4.16046847 1.49748463 9.67906606 9.01582508 12.41896872 11.59179730 8.97539288 10.64639985 NA 1.49748463 12.85459341 8.96238562 11.45508542 7.50872654 10.61679528 10.32669384 8.00529443 9.90759764 6.08246203 1.91253490 8.03924150 8.06735530 12.19345289 10.04824640 9.27885944 11.08371393 2.49751018 8.97635017 8.83883330 -1.08742677 10.81076063 -0.08742677 0.01100300 0.26294000 0.95939000 0.00416320 0.00416320 0.01140000 0.01140000 0.02272500 0.00694350 0.00736090 0.00736090 0.00736090 -0.25938000 -0.25938000 -0.27089000 0.15935000 -0.24229000 -0.24229000 0.01516800 0.01516800 -0.51620000 -0.52082000 -0.26901000 -0.00871460 0.02020300 0.02020300 0.00000000 -0.08969900 -0.51959000 -0.51948000 -0.03354100 0.26294000 0.26294000 -0.53561000 -0.52030000 -0.52030000 -0.52030000 -0.52030000 -0.53835000 -0.52041000 -0.51001000 -0.51001000 0.01140000 0.00416320 -0.52869000 -0.53276000 0.01140000 0.01251600 0.01251600 0.02174400 -0.25938000 0.15935000 0.00583090 0.00583090 -0.51987000 -0.24436000 -0.24229000 0.01516800 -0.51620000 -0.51620000 0.72112000 0.01321300 -0.26901000 -0.52082000 -0.52082000 -0.01409000 -0.00069303 0.02020300 0.43547000 -0.56495000 -0.17563000 -0.04901900 -0.04901900 -0.09327200 0.000 0.000 -0.242 -0.242 0.000 0.000 -0.516 0.771 -0.269 0.000 0.000 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 0.943 -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 0.000 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 0.943 -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 NA 7.6267830 11.1085245 12.1823944 11.9669719 9.7525282 10.9411339 0.9125732 10.1042133 4.6938995 1.2344400 4.6129776 7.3388023 10.9276037 9.7627240 14.7570468 3.6791310 11.0305049 10.7759491 8.7383706 6.5491624 10.9411339 0.4975357 10.3729930 4.8432754 7.7772803 6.6938967 10.3978483 7.7103932 5.8667325 8.3346018 7.3047255 4.8898191 8.8491752 9.2299498 8.7150535 7.7611603 2.4975102 1.2344400 NA 3.956930 10.434628 11.524482 12.813498 11.537561 8.954196 12.067988 11.355481 7.455569 11.045037 6.719893 11.245693 4.670625 14.311682 10.216888 10.668259 12.208660 12.554927 1.912535 10.319805 10.82990924 11.70756215 10.90015645 -0.08742677 11.67138498 10.24401400 14.05950074 9.85358481 9.67657930 9.85944347 12.39937217 9.12656484 7.91535239 10.06798794 9.77517453 10.61297683 11.21831391 9.07240839 9.82092980 12.26568399 11.98131543 10.38522804 10.42577126 5.51245130 8.53824598 10.83883314 3.16046847 -0.08742677 9.14015312 10.46568639 11.45532722 11.60122457 10.53778935 11.11190279 11.66846789 9.58319336 1.49748463 NA 9.23229956 8.61816963 8.91816169 9.45072608 3.00000000 9.67906606 11.84549005 10.64639985 11.23924754 9.82392908 10.70532749 8.76272386 6.81942805 10.55413736 2.91253490 -1.08742677 10.61946483 7.79838626 9.71747491 10.14195691 9.70207084 6.70043972 10.18633279 3.91253490 TCGA-CN-6022 49 1 281 NA head and neck stage iva t4a n1 m0 male 2010 NA no head & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 1 5 2 1 1 5 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 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 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10.6521811 NA 16.0299662 15.4533087 11.9724480 3.1520049 2.8149605 4.2394668 12.0903575 3.7764936 10.6614482 7.1817506 11.2587056 10.4829200 9.8119990 15.9223745 9.3152334 3.2674759 5.6331289 11.0336269 0.1519887 10.8018580 11.5775372 9.1669534 11.7969108 11.7115395 8.5066198 8.6398432 11.5190538 7.4030913 NA NA 7.1411047 6.3808212 8.1854260 9.5154079 10.4870212 10.8979574 4.5670404 0.1519887 6.0264725 0.8890062 10.6361547 10.0442929 12.5959826 11.0151569 10.2331270 10.1197097 NA 4.0905994 13.1437021 7.6937448 11.1245043 11.1423435 10.1684585 9.6345691 9.4656419 11.6776870 6.1139359 0.1519887 11.0141238 8.5066198 11.5051499 9.9833103 9.2270366 10.9350013 3.0905994 8.9019171 8.7617975 0.1519887 9.4473893 3.0264637 0.0030522 0.0030522 0.2635700 -0.0175290 -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 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0.000 0.000 4.3999298 6.0346471 11.2555095 10.5532382 11.2407913 10.8776534 11.2277050 10.5835007 10.7928506 8.5414552 -1.4328440 3.4250161 7.1292830 11.4281275 10.3017502 13.2706739 2.9018999 10.9437086 7.2252518 8.9457148 6.2323768 11.2277050 0.5670586 10.5302980 5.0427756 8.3309169 8.5371466 9.7580998 7.8756984 3.6114321 1.7369512 8.2252523 3.2674759 8.2674801 10.9862107 9.2332647 7.3549431 2.4739427 2.5670343 -0.4330388 6.0099831 12.4869281 12.5319166 7.4466235 11.7139274 10.7792330 10.4959291 12.8075338 7.3808221 10.8335343 8.4663975 10.3760048 4.4772952 11.5775372 10.2924069 10.9143851 12.3032195 2.1519887 0.5670586 10.4637514 10.9574783 11.9102263 10.7344587 2.5670343 11.8131874 11.2964489 12.8917120 8.6663884 9.3743955 8.6196085 11.2491574 10.1449981 8.6398432 10.6083575 9.1023159 3.4250161 10.7193254 8.6807829 7.2674806 12.2585660 9.9593581 10.0223678 10.9764315 5.3085065 6.0984217 11.9724480 4.9593575 0.5670586 8.8420011 9.8696796 11.7969108 11.7115395 9.9891054 11.5190538 11.3770096 9.9753704 3.5670465 3.7764936 10.0796329 9.1594978 11.8336807 5.7269129 6.7167879 10.6361547 11.5866313 10.1197097 11.8253122 10.5288520 10.3042879 10.5789666 8.2394658 9.7710003 1.5670586 3.3743996 3.6545043 8.9912594 8.9774920 9.8012592 11.5503905 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 & neck squamous cell carcinoma 35 1975 4 white not hispanic or latino 2 4 2 2 3 2 3 3 3 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 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 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 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 5 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 3.398423e-06 6.935557e-07 12.7118644067797 31.3559322033898 8.47457627118644 25.4237288135593 22.0338983050847 8.9836418 6.7180245 12.1895333 0.8569459 0.4419084 10.7767317 1.7638365 9.9736061 8.0663906 15.5571331 7.3706647 8.0092223 6.4493946 -0.5580916 9.0243554 10.4136828 5.8399319 4.4716492 8.3824580 9.0498464 3.1048566 4.7757986 7.0663906 3.6642894 11.4583599 -2.1430541 11.0706491 10.5886805 10.5216067 -1.1430541 2.3805078 8.7639330 -2.1430541 12.7438722 9.0092220 9.6411631 11.4023844 8.5831554 8.6051302 9.8201946 6.7211238 1.5573856 12.4569082 8.1060509 3.8793039 11.3653510 4.8911324 11.9589950 7.9771752 NA -0.1430541 2.1788740 -1.1430541 15.4369087 15.5135840 12.4816756 9.9273937 13.8149008 -2.1430541 5.2747909 4.0663906 9.7615718 9.8056696 12.4112263 10.3726371 6.1730834 12.7440150 16.0311071 11.7897057 NA 1.1788740 1.0268709 11.3113651 NA 7.4267931 4.9337520 12.0029721 10.9794417 9.6791097 14.3187684 10.0507706 8.6755196 1.1788740 10.3329239 0.6643008 10.3570322 12.7260476 9.7880440 12.7269648 14.2310598 NA 8.7965163 11.8182060 8.6731211 -2.1430541 -1.1430541 8.2612699 4.9443993 8.4734862 10.4289269 9.9543111 9.8858794 7.9243713 NA 4.2492557 NA 10.7445387 9.4554550 12.3487277 10.9860592 9.2474664 10.6965347 -0.1430541 1.8569459 12.7900285 8.0578358 10.7430149 6.2406406 10.4133642 9.4258434 6.8985966 10.4146403 5.6834859 3.1788580 11.3353277 10.0857559 12.2979361 10.7213169 8.9067857 11.0748949 2.6118334 9.0798106 9.3878312 -2.1430541 9.8604552 2.3163775 0.7406200 -0.0067813 1.7913000 0.7711800 0.6697400 0.2673400 0.2673400 0.5366100 0.2021300 -0.0235150 -0.0235150 0.2236000 0.9520100 0.9164200 1.5573000 0.2910400 -0.0437370 -0.0421100 0.3880000 0.5998000 -0.0129890 -0.0482070 -0.0354480 0.5807700 -0.0217840 -0.0217840 0.5813000 0.2981700 -0.0241140 -0.0241140 0.6749300 -0.0268510 -0.7088100 -0.0067813 -0.0478010 -0.0430590 -0.0430590 -0.7064800 -0.1600100 -0.4352800 -0.0335410 -0.0335410 -0.0599420 -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 -0.0316320 0.2196000 0.2223700 -0.0460410 -0.3436600 0.2813700 0.2981700 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 0.220 0.220 0.000 0.675 0.581 0.581 0.000 0.000 0.360 0.000 0.143 0.143 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 0.220 0.220 0.000 0.675 0.581 0.581 0.000 0.000 0.360 0.000 0.143 0.143 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 NA 7.274790 11.277819 10.193165 11.019171 10.335960 11.347412 1.944409 9.841000 4.822720 2.901340 6.648100 8.373622 12.139591 10.513809 12.797434 3.475474 11.048305 8.811860 9.041992 7.855528 11.347412 -2.143054 10.321993 4.471649 8.272204 7.576326 8.737286 9.401375 1.316377 -2.143054 9.367667 6.123724 8.873746 9.698502 9.410086 8.115503 3.214482 2.026871 -1.143054 9.049230 9.503046 10.755329 9.983642 11.619112 8.790628 13.860082 9.797251 9.272151 11.196648 9.696141 12.124675 4.810088 12.726048 10.973931 11.141038 13.295375 13.406241 2.811142 10.564296 10.4892509 11.9627639 11.2691101 0.8569459 11.7090766 10.9521694 14.3676690 8.1155031 9.9074662 7.9849316 12.4264369 9.8279886 8.0455260 10.4858384 9.9142521 8.3824580 11.0630358 9.6088996 9.6590497 12.4569082 11.3653510 9.8876043 9.9273937 5.0761058 7.8639645 11.7897057 4.0467617 -2.1430541 9.4004525 10.6358357 12.7269648 14.2310598 10.3199507 11.8182060 11.6216015 9.2837262 7.6051298 6.4153581 9.6946913 8.6841767 10.7808218 9.3917265 7.8385043 10.7445387 11.7025253 10.6965347 12.3920911 10.6101540 10.6673081 9.4105665 8.1178566 10.3895367 5.3726387 0.8569459 4.7024248 10.0853773 10.3399973 9.7043861 8.0155472 7.6929879 9.7983517 5.7817505 TCGA-CN-6024 66 1 337 NA head and neck stage iva t4a n2c m0 male 2010 NA NA head & neck squamous cell carcinoma 150 1960 6 white not hispanic or latino 2 4 5 2 4 1 5 1 1 1 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 4 4 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 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 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 1 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 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 4 0 0 0 0 4.300046e-06 2.496801e-06 16.1616161616162 13.6363636363636 4.04040404040404 30.8080808080808 35.3535353535354 10.1428740 NA 11.0100721 2.8838163 5.4687853 10.9581220 6.7211730 5.3662173 8.8256476 13.3191257 8.0863794 7.3277421 7.9861851 NA 7.8811684 8.3393922 5.2226268 3.6543439 10.3105812 8.7211727 1.6036916 -0.2035684 11.4234381 7.8996482 11.7193163 -1.2035684 11.0895446 10.4393146 9.9022688 1.3813388 3.3199214 8.1140442 1.9662828 13.8650546 9.4036906 10.5355756 11.9581221 6.4545724 7.0955679 11.8785093 5.5242800 NA 11.5564565 9.2557920 NA 9.9731568 10.2788103 12.5158561 5.7850457 0.3812834 0.3812834 6.3355190 -0.2035684 13.1963024 13.0536929 12.5382486 10.5846708 13.0579411 NA 1.9662828 2.9662828 10.1024219 9.4572475 11.6149425 10.3437369 NA 17.3108625 17.8150033 8.9178939 NA 1.9662828 0.7963486 12.0485822 NA 9.7167132 0.3812834 10.9491806 10.5314932 9.7736402 15.7380499 9.2660022 7.9204815 3.6543439 10.6578350 NA 10.4523381 13.2378041 8.7764998 12.3599141 10.7839796 NA 9.1395460 10.4941967 8.8917573 NA NA 7.4173496 5.2393026 7.0724842 9.2413752 9.5940218 10.4837360 2.4967947 8.6574471 8.9911170 NA 10.0448809 8.5678496 12.4378476 10.8228837 9.0674032 9.7152235 -1.2035684 3.1886699 12.8583221 7.2761402 11.2864591 7.7621448 10.0680042 10.8591856 6.1450884 9.6964724 2.8838163 -0.2035684 11.4227538 8.9511783 11.8154297 10.1311923 9.3393922 11.2462827 2.1182933 9.2787851 9.7167132 -0.2035684 10.3209021 -1.2035684 0.100310 0.597100 0.174980 -0.426580 0.462630 -0.151570 -0.151570 0.444180 0.444180 -0.403310 1.780300 1.404200 -0.484280 -0.467170 1.155100 0.123000 0.091445 0.056655 1.735500 0.152930 -0.372790 -0.372790 -0.184210 0.079159 0.934270 2.488100 0.046275 0.023987 -0.404730 -0.373690 0.700100 -0.341480 0.117850 -0.821220 -0.369630 -0.369630 -0.369630 -0.390630 -0.370190 -0.370190 -0.434960 -0.434960 -0.031086 -0.349500 -0.349500 -0.375660 -0.152850 0.444180 0.444180 -0.374140 -0.467170 0.121930 0.198010 0.198010 -0.241680 0.065942 -0.384480 -0.366580 -0.382010 -0.382010 0.079880 0.577730 -0.182320 0.083342 0.083342 0.079159 0.079159 -0.471090 0.375780 0.027731 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 1.780 -0.467 -0.345 -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 1.780 -0.467 -0.345 -0.166 0.000 4.1539107 7.0771308 10.5732046 11.8600924 11.2325513 10.2644752 11.0368535 10.1838392 10.6161402 8.8352792 0.3812834 3.8838261 5.7152235 10.4727581 9.9978716 12.8444214 2.7214164 10.7850450 8.9762694 8.8012971 5.1886779 11.0368535 1.6036916 10.5441337 3.1182933 8.7723802 5.0817614 9.8180344 7.3846249 4.9256434 0.3812834 8.2556896 5.4968011 8.7578100 8.2781600 9.2486015 8.3718995 3.1182933 2.6037154 0.3812834 7.6605465 10.7505566 11.4361397 10.2761406 11.0698645 10.1075410 12.3264008 10.7563623 6.1362098 12.1932326 7.7388745 10.9435652 4.4219234 13.2378041 9.4518911 10.4252614 13.3745183 11.5907762 3.6543439 9.9061910 9.6205235 12.0341678 9.9917326 -0.2035684 11.1867980 9.3100879 14.3304178 9.3869474 9.4784770 9.4518911 11.8320186 8.7745275 8.3850751 10.3267666 10.1929651 10.3105812 10.7534624 9.4018399 7.3850746 11.5564565 9.9731568 10.6508391 10.5846708 6.3586020 4.6037154 8.9178939 4.4687853 -1.2035684 8.8352792 11.7637667 12.3599141 10.7839796 10.6453744 10.4941967 11.6093398 9.1757387 -1.2035684 4.2557953 8.7692253 9.4540807 10.8973511 6.4545724 3.4967947 10.0448809 11.4865766 9.7152235 11.8318468 9.8771778 9.7643070 8.6149424 8.5157491 10.5529166 NA -1.2035684 6.7736404 6.5624256 9.4705525 9.6605465 10.5474859 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 & neck squamous cell carcinoma 40 NA 2 white not hispanic or latino 2 2 3 2 3 2 1 2 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 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 4.438757e-06 1.421789e-06 10.5263157894737 16.9590643274854 11.1111111111111 41.5204678362573 19.8830409356725 6.48930690 NA 10.18699853 2.34465809 3.47392975 10.34394351 10.79534398 2.98850292 8.65753104 13.59350229 7.10951936 8.28569581 8.24853009 NA 9.68783388 8.26351147 5.32192809 0.92963953 10.85738864 7.49439561 -0.07036047 NA 6.91829559 2.92960166 11.74739378 NA 10.76645006 10.72727220 11.34235690 1.34465809 1.92960166 8.27963658 NA 12.71995918 7.84050289 10.06338227 11.73844081 10.03682776 3.63005594 12.82284899 0.34460128 NA 13.43343640 8.50073116 NA 12.41309060 8.46865296 12.32487702 7.66657624 -1.65517150 NA 7.27833887 1.51455153 12.66071470 12.65342659 12.18937454 9.32478766 13.27099050 NA 0.34460128 1.92960166 9.03027289 9.03900593 11.37721053 10.69807068 -0.07036047 16.11007673 16.81420653 7.66882898 NA 0.92963953 NA 12.00096131 NA 6.25753682 3.04509344 11.97502112 10.89322932 10.11943529 14.71214824 9.58484321 6.48930690 1.92960166 10.59701795 1.34465809 10.20224041 13.44672968 8.24853009 10.60233068 12.25088115 NA 8.27833887 10.02148681 7.57586972 NA NA 6.29948462 3.55409764 2.59256467 9.59849567 8.54921941 9.81886110 3.59257663 -0.65539872 6.45317184 -1.65517150 10.28422735 9.01530437 13.33674564 12.43624884 9.24275826 10.43509140 NA 2.25153732 12.57241452 8.89154253 10.78836875 10.86722970 9.92146787 9.49914988 10.62599872 7.62773669 3.38904360 2.15198867 6.99569932 7.33333249 11.02280811 9.95197850 8.77614578 12.39134591 3.55409764 8.91344984 9.23034450 NA 13.08126151 -0.07036047 2.8129000 0.0868110 0.9746100 0.3692000 0.4554700 -0.0563070 0.0359470 0.4817000 0.4817000 0.0108420 0.0108420 0.5278300 -0.5063100 -0.5063100 -0.4947500 0.0000000 -0.4916300 0.0120970 0.4610900 0.4610900 -0.4892100 -0.4892100 -0.0016629 0.3992800 1.7485000 -0.4828100 0.4326000 1.1564000 -0.0571160 0.0195030 0.0195030 0.0868110 0.0868110 0.0868110 0.8984900 -0.5000100 -0.5000100 0.5620500 0.0169850 0.0169850 0.0286220 0.0286220 -0.0022168 -0.4867000 -0.4867000 -0.5633700 -0.0563070 -0.4668500 -0.5216100 0.0108420 -0.4947500 -0.4947500 -0.5067200 -0.4944400 -0.0114730 -0.5607200 0.0301690 -0.1165200 -0.4892100 -0.4892100 -0.0564270 -0.0528010 -0.0016629 -0.0176660 -0.0176660 -0.5400700 1.2603000 -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 -0.141 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 0.898 0.898 0.000 0.000 -0.117 -0.487 -0.469 -0.469 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 -0.141 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 0.898 0.898 0.000 0.000 -0.117 -0.487 -0.469 -0.469 0.482 0.482 0.000 0.517 -0.495 0.000 -0.407 0.253 NA 7.3219281 11.3830528 12.1363198 11.9211325 9.8949140 10.9780976 5.7958604 9.7740550 5.1260064 0.9296395 4.9885029 6.8876800 9.3753153 10.4117463 15.7577057 3.3260483 12.0810501 9.7719610 9.2750604 5.1648265 10.9780976 0.9296395 10.4912169 2.3446581 9.4932518 4.6665748 10.0932604 7.2702028 3.6665748 9.6067429 6.8203819 6.1963966 8.4093909 6.9145035 9.0520074 8.6911618 1.9296017 -1.6551715 -0.07036047 4.66657482 11.49105774 11.63623761 12.79418375 13.13418182 7.61844350 12.36023746 11.32817624 7.81021429 11.18247319 3.89923365 11.55684054 6.05269846 13.44672968 7.19327105 10.40568173 12.94882260 11.68963751 2.59256467 10.36110828 10.56985561 11.70123770 9.58006406 -0.07036047 11.90557801 10.39074904 13.66583536 7.66657624 9.36909521 8.84847397 10.17079937 9.00864207 8.54432039 9.35797090 8.94641886 10.85738864 11.19737275 8.61727791 4.51457047 13.43343640 12.41309060 10.22958179 9.32478766 5.25153732 3.25153732 7.66882898 0.34460128 -1.65517150 9.29301543 7.60674276 10.60233068 12.25088115 10.67780349 10.02148681 11.05243865 8.55044129 5.64842805 NA 9.55653652 7.72619091 9.39721619 8.72727212 1.92960166 10.28422735 11.80241377 10.43509140 12.35027272 10.23415208 10.60850415 7.44004525 5.67556474 10.40736890 -1.65517150 -0.65539872 11.20980145 8.49255263 10.23984469 10.20844727 10.83950379 6.83248879 10.16841351 6.69779467 TCGA-CN-6989 64 1 980 NA head and neck stage iva t3 n2c NA male 2011 NA yes head & neck squamous cell carcinoma 50 1961 18 white not hispanic or latino 1 4 2 2 4 1 5 1 NA NA 4 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 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 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 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 7 4 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 6 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 2.98229e-06 1.040334e-06 15.3846153846154 35.042735042735 5.98290598290598 20.5128205128205 23.0769230769231 11.6106434 6.0584291 10.6843321 4.7047945 5.1851212 10.7596728 5.7572607 6.6270377 8.7700837 15.2818713 7.9667131 7.0267204 9.0293894 2.1722955 8.5925579 8.6812237 5.4297398 6.0584291 4.5937601 9.1970410 4.1198293 4.9499037 12.2256412 8.6223301 11.5575432 -0.6350914 10.5203929 11.0168908 10.4550546 0.3649086 5.2104317 8.3733006 NA 13.3046591 9.5792612 8.9524853 11.8637914 9.2460560 8.4283371 11.0006603 4.0928586 -0.6350914 12.0182351 8.1164864 -1.6348674 9.8305086 5.8311603 11.7796274 7.9814908 -1.6348674 -0.6350914 3.8243707 1.8243605 15.0457125 15.1967347 12.3747026 9.5386193 12.4590199 -0.6350914 3.5743922 4.2956789 11.1444564 8.7312644 11.6045407 10.1690732 0.3649086 17.4931807 17.6922229 12.5311837 NA 4.0653827 3.4942236 11.8980285 -0.6350914 9.7092381 3.4942236 11.5723440 10.2159103 9.5460944 16.0512375 9.6258617 7.2198103 4.8406747 10.4527365 -0.6350914 10.3663504 13.6560287 9.4955127 11.2137607 12.1751121 -1.6348674 8.9366948 11.4345597 7.8647879 -1.6348674 NA 7.6762815 6.3817506 9.6595628 10.7470257 10.0800462 9.5354931 3.0087916 0.3649086 7.1131348 -0.6350914 10.8652862 8.4256381 12.1073569 11.0979575 9.9040913 10.9470842 3.3649366 5.2597583 13.3614598 9.3205921 11.2439510 9.7131170 10.8020622 9.6523832 6.7743338 11.3305461 5.8161542 2.5348585 9.4236105 8.6924949 11.4435933 10.6612848 8.6572638 12.0620183 2.6868815 9.3757500 9.1930786 0.6868815 9.4517419 2.7572580 -0.0822690 0.8347100 2.5878000 0.0556580 0.0556580 0.3870000 -0.0511810 -0.0965720 0.4303900 -0.0738770 -0.0738770 0.7731000 -0.2736800 -0.2736800 -0.2784600 0.0000000 -0.2051000 3.6569000 0.1649000 0.1649000 0.8716900 0.1766400 -0.0158790 0.2028900 0.0725400 -0.0246610 0.3996100 0.3590400 -0.2839400 0.2021300 0.0724840 -0.0620920 -0.0515860 -0.0849260 -0.2891700 -0.2891700 -0.2927200 -0.2927200 -0.3877200 -0.3877200 -0.2533400 -0.2533400 -0.0040162 0.0556580 0.0556580 -0.0293110 -0.3075700 0.4146300 0.3433900 -0.1381100 -0.7453400 -0.2784600 -0.2987400 -0.0870490 -0.0870490 -0.2051000 -0.2790600 0.0734070 0.1718100 0.1718100 0.6536900 0.2042700 -0.0254830 0.4457900 0.4457900 0.2028900 0.2028900 -0.0246610 0.1879800 -0.2941400 -0.0431380 -0.2664900 -0.2664900 0.2969200 0.000 0.000 -0.279 -0.279 0.000 0.000 0.180 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 0.400 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 0.180 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 0.400 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 3.0087916 7.2688236 11.6196756 11.1934754 11.1227489 10.6343611 10.4450935 10.0453017 10.9159294 10.0894560 1.3649646 3.3191410 7.0688460 10.3118484 10.4487539 13.0075016 3.5575326 11.4192073 8.3465093 8.7428251 6.1397294 10.4450935 0.6868815 10.8724890 4.5348647 8.4808181 7.7399817 9.7629804 8.3210279 4.9796504 -0.6350914 7.1752242 3.6868703 9.0479367 11.1043009 9.0338271 7.5498178 2.7572580 4.6126828 NA 7.075749 11.764754 10.624091 10.177120 11.098593 11.692635 12.076609 12.204736 7.842700 11.111666 8.391466 10.712564 4.678190 13.656029 9.167459 10.493259 12.691459 12.125558 1.686881 10.085614 11.0238231 12.2587177 10.5643078 0.9498711 11.3381014 10.7607441 14.6572084 9.2422264 9.2221457 8.8078855 12.1961504 9.3250455 7.9195308 10.0024727 10.0723013 4.5937601 11.1624011 9.6766905 8.0141985 12.0182351 9.8305086 10.3310871 9.5386193 5.1851212 7.3592954 12.5311837 2.0653655 -1.6348674 9.5676782 10.8084038 11.2137607 12.1751121 11.3716189 11.4345597 11.2839917 9.1055663 2.9499084 6.9942991 9.3621711 9.1536605 11.6347993 6.5498170 7.4283376 10.8652862 11.6522217 10.9470842 11.6584138 10.2785796 10.1891054 10.7877953 7.6595628 10.1855201 2.1722955 -1.6348674 6.5841102 9.0680758 10.3263918 9.7663550 10.7180890 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 & neck squamous cell carcinoma 90 1966 3 white not hispanic or latino 2 4 3 2 3 2 3 2 3 3 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 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 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 7 4 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 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 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 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 9.675102e-06 3.086323e-06 21.0666666666667 19.4666666666667 9.86666666666667 32.8 16.8 9.1398897 1.6745058 10.9042017 1.2150573 2.3025530 10.3590981 8.8571291 6.6371422 8.1590574 14.7978661 8.4474982 7.2346680 8.2318855 0.2151194 9.1743547 7.1339405 5.7420844 5.3546285 9.2171890 9.5010573 3.5370102 3.5004834 6.5279602 5.0730576 12.0539857 2.0224388 9.7327468 10.6624189 11.2297952 1.6533811 5.4342446 8.6332147 2.6745058 13.9092447 9.0637003 9.0660453 12.0601753 10.2154295 6.9931547 10.6092720 3.0224388 3.5370102 12.4305345 8.0336592 NA 10.8934574 8.6446513 12.7589550 7.3051899 NA -0.7848806 3.3443598 NA 14.0766731 14.2688113 12.1966446 9.4917834 13.1549779 NA 5.3236007 4.8732866 11.3567055 9.4184253 11.7555686 10.2845271 -1.7848806 16.9731769 16.8778604 10.1994958 -0.7848806 2.0224388 3.9964339 11.9468206 NA 7.5437526 3.4245325 11.9672374 10.2143727 10.7206408 15.2916111 9.9594907 7.9033276 2.6745058 11.5549273 0.7999991 10.1302098 14.0944093 9.9695473 11.3954527 11.1487680 0.7999991 8.5726294 11.1125446 8.3170530 -1.7848806 NA 8.0002029 6.0159770 7.0384450 10.9751735 9.4129083 9.8598349 5.7542355 -1.7848806 5.7773198 NA 10.6867525 9.9993031 12.2096075 11.6099419 9.3930137 11.0467804 3.8297887 2.4629946 12.8047284 8.9657843 11.2019859 9.2002076 10.1971725 10.3787615 6.7268299 9.7198963 5.3025384 3.3850030 10.6935941 8.9573868 12.0313610 10.0796504 8.7356961 11.2271780 2.5369978 9.6076148 9.3111336 -1.7848806 10.6543887 2.8000405 0.0072217 0.0072217 2.4682000 0.4285600 0.3068100 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 0.1254600 -0.0162920 -0.6504300 -0.6030300 0.0343950 0.0072217 0.0072217 -0.0080798 -0.6515500 -0.6515500 -0.6515500 -0.6700900 -0.6535100 -0.6535100 0.0569400 0.0569400 -0.6703900 -0.6201400 -0.6201400 -0.6038100 0.0416000 0.0249690 0.0249690 -0.6756400 -0.6513600 0.0196430 -0.0012473 -0.0012473 -0.0346180 -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 0.0063871 -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 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9.7682265 10.8808573 12.4059984 13.6115483 3.6413379 11.8299021 12.1155668 11.4395313 10.4011915 1.6745058 11.3349911 11.1828439 14.4799952 9.5621449 9.9886286 8.9956171 11.5303684 9.9051102 7.6287051 9.8535132 10.2210526 9.2171890 10.3291449 9.6418662 6.8371296 12.4305345 10.8934574 9.7873038 9.4917834 5.8804137 6.1575915 10.1994958 2.5369978 NA 9.7915616 10.7332387 11.3954527 11.1487680 10.0368512 11.1125446 11.3633950 9.3843760 6.7503533 -0.1999181 8.6756663 8.7398737 10.6284408 7.1980708 4.7696660 10.6867525 11.8324300 11.0467804 11.5192860 10.3546287 10.8719490 9.2918929 7.9276044 10.4181193 3.8000405 -0.7848806 8.2771232 8.2759219 9.6486628 9.3812403 10.7780351 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 & neck squamous cell carcinoma 12 1974 0 white not hispanic or latino 4 4 5 3 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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11.9167199 10.2803643 14.4982929 9.3513549 9.0379889 9.2006235 12.1809467 9.0687740 7.8103698 10.5384791 9.7612307 6.6960036 11.8685306 8.3718189 6.1182351 13.5531132 10.4476810 10.8651263 10.6229513 5.2419698 5.0745140 10.6091318 4.2615985 1.3740657 9.4444644 8.7031987 11.9215479 12.0604004 10.2988875 11.5954204 11.5442504 9.0992707 -0.9478624 4.4444617 9.5796239 7.9853359 10.1482031 7.8103698 2.3740657 10.9917260 11.1402725 10.9450691 11.7243512 9.9446897 10.1884972 8.4678888 6.5359627 10.0172096 -0.9478624 3.1396168 6.7800673 8.9268979 9.4930160 10.6511298 10.6389866 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 2 2 4 1 2 1 3 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 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 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 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11.0148633 11.8925073 11.2322524 11.5797496 8.8610292 12.2817211 6.3216287 NA 4.1886066 6.5746616 8.3327983 10.2453646 14.3935638 4.1577875 11.3314070 7.9603936 9.0808071 7.1128763 11.5797496 -1.2709041 11.0249410 4.1886066 8.1549335 7.9747249 9.6599094 7.3895247 0.3141745 -1.2709041 7.6148681 6.4015980 9.6848221 10.3985001 9.7452839 7.6209558 1.8990983 1.0510936 NA 7.121490 11.012839 11.968903 9.830491 11.603769 7.656950 10.782759 11.510532 9.184499 11.425053 5.358530 11.086724 2.947180 11.916512 8.941061 10.627773 12.530861 9.038649 NA 9.642061 10.9516652 11.3676080 12.8008020 -0.2709041 11.1472883 10.7157252 14.1898833 8.4330755 9.0041325 7.6420611 11.1464972 9.3654977 8.5964507 10.6584305 8.3401968 10.9636901 10.2235277 8.5777951 7.4156725 11.9352707 10.9022245 10.0220688 11.7682625 6.2290187 6.3290841 11.3183550 NA 1.5365503 9.5477542 9.0295247 11.2549375 11.1244385 11.2914145 10.8725553 11.8398185 8.5252119 2.4296160 0.3141745 9.3036520 8.1988138 10.0823189 5.7178573 4.7064532 11.0151522 11.5715224 11.6004998 12.1985595 10.9309897 10.0460192 9.6110508 7.2605536 10.0047146 2.8166407 2.3141454 4.7064532 10.2446896 9.4714816 9.0465846 10.8013047 7.6239897 9.3028192 3.9770967 TCGA-CN-6996 58 1 530 NA head and neck stage iva t3 n2b NA female 2011 NA yes head & neck squamous cell carcinoma NA NA 5 white not hispanic or latino 4 1 5 2 4 1 5 1 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.629856e-06 5.201668e-07 18.75 35.9375 0 25 20.3125 9.79452959 -1.55512094 10.51481641 1.61461562 3.69262805 10.58871642 7.45592308 8.04088531 8.92750332 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10.65627969 9.41695730 12.79210927 12.09966712 10.16130928 11.60755886 NA 7.15205460 12.85832344 7.39598048 11.38225325 7.57139998 9.81429278 10.37096927 9.31737033 11.68489056 4.93654843 2.61461562 11.00383354 9.24073505 11.83795187 10.05479761 8.50539158 11.97741667 1.90411796 9.14795890 9.15032789 1.25205228 10.57783769 3.08854870 -0.06786000 -0.06786000 0.05908000 0.05722600 0.05722600 -0.07112700 -0.07112700 0.00610900 0.00610900 -0.46462000 0.42066000 0.42066000 0.39289000 0.39289000 0.51324000 0.61335000 0.00455500 0.02918400 0.03947800 0.03919500 0.24140000 0.27458000 -0.21243000 0.01558700 -0.38582000 -0.38582000 0.04698400 0.18177000 0.00000000 0.00000000 0.00083195 -0.06786000 -0.06786000 -0.06786000 -0.23153000 -0.23153000 -0.29023000 -0.29023000 -0.12226000 -0.12226000 -0.03830600 -0.03830600 -0.55337000 -0.09971500 -0.09936200 -0.11279000 -0.07112700 0.00610900 0.00610900 -0.46462000 0.39289000 0.51324000 -0.46080000 -0.46080000 0.04117500 0.00455500 0.02918400 0.03320900 0.10846000 0.10846000 0.02468900 0.02468900 -0.20597000 -0.18169000 -0.18169000 0.01558700 0.01558700 -0.38582000 -0.11665000 -0.11665000 -0.19475000 -0.28513000 -0.28513000 0.08133100 -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 4.3754357 7.0813205 10.5928543 11.7313977 11.1042455 10.2608792 10.7504723 10.1777108 10.4639387 6.6590140 -1.5551209 2.6926281 8.0649152 10.2941005 10.6941053 13.2446348 2.4500895 11.4135423 8.8240738 8.8999816 7.4642860 10.7504723 2.6146156 10.5616892 4.8540854 8.5853209 10.6252263 10.4003454 8.4588975 2.7666164 -0.5553329 8.4104798 2.8370148 9.3081074 11.3813335 9.2012518 6.8283993 2.4446936 2.9682567 NA 8.919415 12.147193 12.002756 11.406688 11.213914 8.395980 11.716159 11.512466 10.134694 11.147485 7.891779 10.306170 4.964334 11.914888 9.863075 10.540092 12.380412 9.185319 3.968257 9.502687 11.21556582 11.95842308 10.59951363 1.76663756 11.64206578 10.84370636 15.18788201 9.42483498 8.74733436 8.33039168 10.84504133 8.86149298 7.82839992 10.39634447 8.53480788 7.46706342 11.37154743 8.57139998 9.87514804 13.46163434 12.40686852 10.26766454 10.19246889 4.74847733 8.92951851 12.43071527 2.35160006 0.02970023 9.60456676 9.33571973 11.29449152 11.94939037 11.31775504 11.53992766 11.69839530 10.09754048 4.44469357 4.30267730 10.16660637 8.98477503 12.17325379 8.55583111 4.71148389 10.65627969 11.74347407 11.60755886 11.53480793 10.65688790 10.82677909 10.01692206 6.78899102 10.53282119 4.63451776 0.44466707 4.14513125 9.45738293 10.26726634 10.19414592 10.99640379 6.73931617 9.84183525 5.19958205 TCGA-CN-6997 66 1 988 NA head and neck stage iva t3 n2c NA male 2011 NA yes head & neck squamous cell carcinoma 80 1970 2 white not hispanic or latino 1 4 3 2 3 2 3 3 3 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 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 7 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 7 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 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 0 0 7 0 0 0 0 4.126657e-06 1.005656e-06 17.3333333333333 26 4 26.6666666666667 26 8.7438024 -1.8124856 11.2923865 1.7722657 1.3572142 10.6773952 2.7722657 5.3771203 8.5371306 14.4407746 7.0729933 7.1617114 6.3967503 NA 9.6146092 9.1624278 5.3259260 3.6135670 10.7457172 8.0866532 1.1873244 1.5092398 9.6528629 6.3522041 12.0025796 -1.8124856 10.6801511 10.8100346 9.7862794 2.9946521 4.0699427 9.0085362 NA 11.9607447 9.0911783 9.5503360 11.6550293 6.9817123 5.5182141 11.7636627 0.7722235 -0.2276920 12.8824703 8.2905843 0.5092398 10.7305700 6.9404134 11.9090365 7.1414931 -1.8124856 NA 2.9946521 0.9946521 13.9450172 14.1547636 12.4843560 9.9262331 13.1029891 -0.8127390 2.7722657 3.9686530 11.2657808 8.4784671 11.7562026 10.6214034 NA 15.5940993 17.4003484 9.8419324 -1.8124856 1.3572142 2.6467387 12.1068115 NA 7.0138452 2.3572142 11.7476364 9.9865780 9.2419007 15.6100265 10.1851816 6.7108588 2.9946521 10.9369564 2.7108560 9.8499649 12.4238713 9.5710008 11.4119011 10.5224076 NA 8.6405671 10.9200998 8.6871422 0.1872610 NA 7.1966769 5.1180357 6.1061598 10.8508545 10.1087655 9.6685913 2.1872927 NA 6.0638135 NA 10.5058392 9.3223644 13.0227054 10.8056819 9.0190867 11.3468524 NA 4.2747611 12.7864538 9.1702899 10.8935766 7.4517386 11.0531090 10.1186212 6.8020058 10.8193829 4.3572212 1.8877202 8.5731590 9.4399620 11.8219940 10.6143473 7.5426473 11.8079745 0.9946521 8.9600564 9.4552534 0.1872610 7.9881961 0.5092398 0.049418 -0.739660 2.328600 0.720010 0.762390 -0.745930 0.064102 3.656900 0.572400 -0.744400 -0.744400 0.406840 -0.733890 -0.733890 -0.732040 0.041762 -0.098926 2.858800 0.072848 0.072848 0.979380 0.103970 0.067682 0.070981 0.032020 0.041054 0.049418 -0.283090 -0.721620 -0.706740 0.207960 0.033147 -0.761910 -0.733970 -0.742710 -0.733090 -0.733090 -0.728870 -0.730100 -0.730100 -0.730100 -0.713000 -0.724100 -0.720470 -0.720470 -0.756270 -0.745930 0.572400 -0.750100 -0.822350 -0.733890 0.041762 -0.017921 -0.017921 -0.029838 -0.129380 0.115960 0.000000 -0.666040 0.092336 1.391700 0.027237 -0.743930 0.055678 0.055678 0.070981 0.075436 0.058102 -0.077592 -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 -0.103 -0.103 -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 -0.103 -0.103 -0.744 0.000 -0.732 0.000 -0.200 -0.200 NA 7.212436 10.931920 10.461966 10.450859 10.089672 11.778702 1.509240 11.233568 7.242579 0.187261 6.129811 7.367206 10.970909 10.495635 13.257250 2.589188 10.559617 7.825732 9.195627 5.491077 11.778702 1.887720 10.844168 3.045286 7.643014 4.020182 9.963256 9.620162 3.915215 6.357221 6.587622 6.978459 8.736118 8.564507 9.192219 8.633346 4.416117 2.831148 -0.227692 4.020182 12.282941 16.336708 11.410846 10.781154 9.854852 13.254680 12.433592 7.198524 11.307798 10.068793 10.658464 5.853130 12.423871 9.793702 10.928553 12.570843 11.446304 5.749540 10.113222 11.061509 12.217446 11.626608 0.187261 10.969476 10.768968 13.878438 9.586040 9.607783 8.854408 12.138399 9.290138 7.638508 10.117653 11.220031 10.745717 11.273764 8.349688 6.495636 12.882470 10.730570 10.683651 9.926233 6.247992 4.509227 9.841932 3.942186 -0.812739 10.167436 10.620621 11.411901 10.522408 10.440849 10.920100 12.019000 9.931289 7.250692 -0.812739 9.525737 8.262508 9.417317 6.372172 4.981711 10.505839 11.900683 11.346852 11.542648 9.977645 11.079270 8.873797 8.013845 10.298432 1.887720 NA 7.764725 8.434595 10.106160 9.945103 11.301527 6.749538 10.971113 4.454084 TCGA-CN-6998 53 1 357 NA head and neck stage iva t3 n2b NA male 2011 NA yes head & neck squamous cell carcinoma 40 1970 2 white not hispanic or latino 4 6 5 2 2 1 2 1 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 0 0 0 0 0 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 1 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 4 0 0 0 0 7 0 0 0 0 2.150023e-06 1.075011e-06 36.8421052631579 32.6315789473684 1.05263157894737 14.7368421052632 14.7368421052632 9.21505218 NA 9.96949287 NA 2.89828576 9.69022396 3.46016589 5.17839197 8.43818305 15.96652036 7.59872548 7.53939149 7.37015469 NA 9.07961571 8.42334076 5.23388806 2.20639317 7.59872548 9.19771209 0.50599252 NA 3.55035894 8.82676901 11.29142093 3.46016589 10.62685433 10.33727568 10.85524973 -1.49410907 1.31330391 9.32596379 NA 12.80037383 8.62490948 9.66015371 11.38536028 8.57743072 4.20640880 13.30428838 0.50599252 NA 13.62685431 8.61971048 NA 10.64807558 4.43054622 12.21278821 5.12067956 NA NA 5.59343146 NA 16.02822786 16.44434628 12.07281335 10.66331544 12.96039630 0.50599252 NA 1.82790030 9.40230094 8.91323620 10.96052481 9.61122219 0.50599252 18.70030092 18.83924942 9.85026436 NA -0.49410907 0.09098889 11.84720928 NA 8.51299560 6.14982433 11.55265599 10.45579520 10.34949698 15.83918499 9.64743702 4.14982840 0.09098889 11.43855235 -0.49410907 9.45141225 12.32204314 6.63525087 10.45506568 12.75582265 NA 8.39166506 11.26273328 4.71542118 NA 3.46016589 5.21222302 3.50596713 5.88100870 9.78731900 8.83576494 10.99079139 -0.49410907 0.09098889 7.09468262 -1.49410907 11.82521719 8.38248526 13.01790639 10.46161839 10.36608546 11.71679199 NA 3.71542118 13.41927866 8.63782540 11.34004441 7.06821076 10.22714034 10.50067550 10.78847781 10.56700204 0.82790030 0.82790030 6.76335580 9.31734319 11.82705100 9.21419015 9.01969608 12.76923767 0.82790030 8.67157892 9.34831874 NA 11.63766472 -1.49410907 0.0563700 0.0563700 0.9655500 0.0298880 0.0105100 -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 0.0383470 -0.0355850 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 -0.2613100 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 0.0119580 0.0119580 -0.2327600 -0.0386520 -0.0363310 -0.0355850 -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 0.966 -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 0.966 -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 0.8279003 7.7538960 10.3542002 12.0158672 11.0677338 11.1284779 10.4760744 7.5448872 11.5727304 5.1058834 NA 1.3133039 5.4007872 9.5331833 10.3736333 13.9145968 5.1907887 11.9131034 10.1677465 8.8227139 4.9322313 10.4760744 -0.4941091 11.2514327 4.0909296 8.0105096 7.3977525 10.7544891 7.1062907 -1.4941091 NA 7.9673456 4.8810087 8.7890569 9.6727593 9.3412295 5.8896731 1.6759062 0.5059925 NA 8.8524821 11.8005892 11.8151549 11.5782686 11.7379396 6.5558177 10.6115497 11.3323183 8.7455671 11.0356430 6.0137637 10.2394076 2.7005285 12.3220431 9.2440608 10.2646081 12.4248131 9.3647265 0.8279003 10.0624746 11.07914227 11.44444542 11.90778130 NA 11.62620635 10.80917839 13.98198651 10.11329874 9.13532503 7.99782135 13.21338154 7.75716663 8.26419157 10.46777987 8.10215839 7.59872548 11.57575389 8.06055706 5.99782079 13.62685431 10.64807558 10.49181042 10.66331544 5.10588337 5.41285942 9.85026436 0.50599252 -1.49410907 8.93851046 9.52625391 10.45506568 12.75582265 11.03881140 11.26273328 11.20119680 9.46669441 0.09098889 NA 9.32225627 7.60600020 9.80173745 3.41286280 1.50599252 11.82521719 11.65460394 11.71679199 12.26304591 10.67870849 9.74497020 7.94683787 6.93223365 10.39585263 0.09098889 NA 2.09092116 8.01738525 9.79944013 10.24110142 10.40267933 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 & neck squamous cell carcinoma NA NA 1 NA not hispanic or latino 2 2 NA NA 3 2 1 3 2 3 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 4 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 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 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 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 1.002188e-05 2.98229e-06 3.43007915567282 15.8311345646438 12.1372031662269 43.5356200527704 25.065963060686 8.67517057 NA 11.38588154 -0.02004784 2.30188025 10.10535581 8.71972284 5.30186928 8.60199432 14.72687648 6.78729663 8.38082164 5.94572708 -1.02004784 9.91437033 8.37868588 5.35498101 4.30187294 6.18939564 8.64172050 3.06739779 -1.02004784 8.01886114 3.14986091 12.15736187 NA 10.36526549 9.99256693 10.63949239 1.30188025 2.14987716 9.10213608 NA 14.03340162 8.84412857 10.15646463 11.37172296 7.43526938 5.68038344 11.26013313 0.56491466 3.37225565 11.27341402 8.00508217 1.30188025 11.40699322 7.21810790 11.49021200 7.59465230 NA NA 3.83792306 0.97995216 13.98723028 14.28004712 12.16627329 9.88532940 12.17146428 NA 1.30188025 4.59465006 10.46022765 8.90178314 11.04198851 10.07533942 1.78730708 15.37900326 16.07099544 10.57380025 NA 1.78730708 -0.02004784 11.85165512 NA 7.68730149 4.91067990 11.19920769 10.57286646 10.25432051 15.00309025 9.77760382 1.97995216 2.68039188 10.19426143 -1.02004784 10.04063823 13.05909376 8.04063823 11.37627953 11.15049336 NA 8.70445633 10.24203723 2.97993387 NA -1.02004784 8.02531954 5.38933277 6.35498101 9.26303065 10.25606677 10.33804406 -1.02004784 NA 8.02160132 NA 10.48773695 8.56678205 12.25722974 11.02842922 9.87558580 10.52055474 NA 3.97994301 12.37252809 8.50741925 10.74439928 7.96008189 9.48823240 9.77616042 7.40200669 9.35715279 4.86258529 0.56491466 10.68557473 8.77760382 11.26158264 10.71168564 8.60199432 11.66644288 4.73482882 9.46346593 8.50350418 NA 9.91141865 1.30188025 0.0024032 0.0218840 0.6715900 0.0127950 0.0382060 0.0212540 0.0212540 0.0246890 0.0246890 0.0349590 0.0349590 0.0349590 -0.6241700 -0.6241700 -0.6340800 -0.0956480 0.0037465 0.0037465 2.4657000 0.0051359 -0.6103700 -0.6103700 -0.0302670 -0.0511810 3.6569000 -0.0753450 -0.0396500 -0.0959120 0.0000000 0.0000000 0.0000000 0.0218840 0.0218840 0.0218840 -0.6296000 -0.6296000 -0.6296000 -0.6296000 -0.7109700 -0.6051100 -0.6051100 -0.6051100 -0.5896000 0.0382060 0.0382060 0.0050169 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 -0.0899640 0.4959700 -0.0073339 -0.0959120 -0.0959120 -0.0959120 0.000 0.000 0.000 0.000 3.657 3.657 -0.610 0.000 0.000 0.543 -0.097 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 0.543 -0.097 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 -1.02004784 8.18939564 10.45820634 12.25257213 11.20635452 9.85415527 10.75966169 4.81283191 10.91437041 5.37225913 -1.02004784 7.12460110 6.94572708 11.12619279 10.64483401 13.98482115 3.58401241 11.59119773 9.77517025 8.86127057 7.09368482 10.75966169 1.30188025 9.86105635 5.80012076 8.92728701 7.20876110 9.43526958 9.25256042 1.97995216 -0.02004784 5.42288556 7.88683300 7.67342922 8.94428336 9.17715913 7.48773715 4.22787197 2.43938378 6.319793 5.519102 11.366883 10.499564 11.005082 12.257666 11.339417 11.731486 12.061759 8.157362 9.350630 5.088468 11.015429 4.552832 13.059094 10.246729 10.556427 12.806334 12.871916 7.223116 10.315891 10.707863 11.996402 11.362837 1.301880 11.499087 10.652810 14.564370 7.937044 10.348449 8.636367 12.725617 9.239391 10.014741 10.548848 9.851078 6.189396 10.950048 8.962936 9.120772 11.273414 11.406993 9.893580 9.885329 5.169769 7.787297 10.573800 NA -1.020048 8.634578 10.577529 11.376280 11.150493 10.716767 10.242037 11.548136 8.856459 5.721408 NA 8.807936 9.626033 9.403058 8.027066 3.787297 10.487737 11.502279 10.520555 12.470292 10.664253 11.185125 9.751432 7.507420 10.711261 2.301880 NA 9.274563 9.348569 10.367960 9.696762 10.679081 7.587273 10.591428 7.179615 TCGA-CN-A498 61 1 773 NA head and neck stage iii t3 n0 mx female 2011 NA yes head & neck squamous cell carcinoma 40 1971 0 white not hispanic or latino 2 5 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 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 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 1 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 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 4 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 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 4 4 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 2.675041e-06 8.638153e-07 17.4242424242424 29.5454545454545 3.78787878787879 26.5151515151515 22.7272727272727 8.63904364 NA 10.25522855 0.92819975 1.51318752 9.71205405 7.31625437 6.30327663 8.91834121 16.13265573 6.91692204 7.90837701 9.17260127 NA 8.51319976 8.67643033 5.66970429 4.76112567 3.51320016 9.39278300 0.92819975 -0.07172444 4.42009159 8.26139259 11.16843238 -0.07172444 10.31194161 10.44295137 10.81317096 -1.07187607 1.92823766 8.99436702 NA 14.24034032 7.37118072 8.93666591 11.89600398 7.37532099 4.32055688 12.02725633 0.92819975 NA 13.13662411 8.93806609 2.09815002 12.52803396 6.82910367 12.22787465 5.26808625 NA -1.07187607 3.78621996 2.38766583 15.53497507 15.91088683 12.11514082 10.82002104 12.39609758 -1.07187607 NA 3.32055688 11.43007453 9.79164935 11.27003410 9.90336883 0.51318752 17.85872925 19.33798460 10.19794842 NA -1.07187607 2.83513583 10.82683874 NA 6.73559258 4.13769205 11.08124781 10.46836541 10.56486199 16.08316419 9.31517765 6.89978106 3.45180456 11.08115592 NA 10.29837983 12.21429110 9.65104487 9.70302437 11.01669430 NA 8.43801250 11.06586893 6.62172370 NA 2.73558716 6.16702468 4.13769205 4.99432628 9.61910832 10.47513181 10.62041688 5.05751959 NA 9.74201851 NA 11.39787915 9.04328107 12.72143418 12.10113357 10.48164587 10.64076434 NA 3.51320016 12.69621483 8.78466298 11.01038635 6.74201834 10.31210355 9.24903782 6.60771794 10.63084290 2.09815002 0.51318752 8.96028320 9.31194172 11.87477814 9.95129856 9.41607737 12.29674380 3.45180456 9.06952710 8.63904364 -1.07187607 10.96475441 0.92819975 0.00000000 0.02342600 1.03750000 0.98101000 1.02240000 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 -0.01174900 -0.03585700 -0.00761010 -0.00761010 0.49510000 -0.51115000 0.02342600 0.00180300 -0.52164000 -0.51745000 -0.51745000 -0.51053000 0.00972760 0.00972760 -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 -0.50069000 0.00610900 -0.50256000 -0.50256000 0.00610900 0.00610900 -0.00622860 -0.00013862 -0.00013862 -0.02054900 -0.02054900 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 0.471 0.000 0.000 0.000 0.432 0.000 0.000 -0.485 0.000 0.000 0.000 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 0.471 0.000 0.000 0.000 0.432 0.000 0.000 -0.485 0.000 0.000 0.000 0.890 0.000 0.000 0.000 0.000 0.000 -0.319 0.189 0.000 0.000 0.000 0.000 NA 7.91123078 10.61692472 12.58354442 11.41129732 10.88787707 10.35607391 -1.07187607 11.09628261 6.56486132 3.32055688 5.33762904 7.28578966 10.89113336 10.32323585 14.44140975 3.33695458 11.88932523 9.95406905 8.86875651 6.33762904 10.35607391 2.62868029 10.49191030 3.62868029 8.35234054 6.56486132 10.04652953 8.73633259 4.25016575 4.78621996 7.75154071 5.77372738 9.82532645 9.05623154 9.30436273 8.08558452 -0.07172444 -1.07187607 NA 6.905517 11.215084 12.153439 11.466911 11.698075 7.652751 11.544556 12.060576 8.316255 10.595792 8.268087 10.779986 4.807453 12.214291 9.498093 10.405490 12.215426 9.613862 2.387666 9.143770 11.33258062 12.00254607 12.35240361 -0.07172444 11.49690604 10.31733087 15.39731660 9.70877714 9.11435167 9.42708652 12.23087625 9.31936278 8.56304828 10.17912783 8.39176171 3.51320016 11.11063168 8.49238679 9.15344487 13.13662411 12.52803396 10.30978032 10.82002104 6.03676266 7.84411696 10.19794842 1.51318752 NA 8.46156703 9.76665346 9.70302437 11.01669430 11.69103460 11.06586893 10.95890450 8.39584299 -1.07187607 -1.07187607 9.17285100 7.51695200 10.24338692 8.27696558 3.57208930 11.39787915 11.48689720 10.64076434 12.10207058 10.33603618 9.94921727 8.09062852 6.42808375 10.50519396 3.73558716 -1.07187607 8.65104487 8.86808111 9.86119022 9.91123093 11.08873909 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 4 5 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 0 0 0 0 0 0 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 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 6 0 0 0 7 0 0 0 0 0 0 0 0 0 0 1.109689e-06 3.814557e-07 45.6521739130435 15.2173913043478 2.17391304347826 19.5652173913043 17.3913043478261 9.3995544 NA 10.6656624 -1.2460532 2.0758406 10.5812387 4.2133239 6.7425803 9.1191248 16.0797197 6.5352552 8.2497511 7.1070423 NA 9.7531913 9.6993398 5.4263218 2.7539040 11.4616865 9.5129520 2.3388522 -1.2460532 7.1114477 1.3388522 10.9045953 NA 10.5844112 10.6327133 10.6184691 -1.2460532 2.3388522 9.2457390 NA 14.1073875 8.6288775 9.3132731 11.4653479 7.7397381 4.3388594 12.3736575 NA NA 13.9666203 8.8780172 -0.2460532 10.7773038 6.6364173 11.3299079 5.9338039 NA 0.7538612 4.4543338 0.7538612 15.2194621 16.0449947 12.4857453 10.9931961 13.2348755 NA -1.2460532 1.9238338 10.7549523 10.4430204 11.2326656 10.0000428 2.5612528 17.2983020 18.7153400 11.6545741 NA 1.7539040 -1.2460532 11.9077647 NA 7.2497506 6.4192321 11.3272284 10.3954962 10.0656443 15.4027872 9.8426843 0.7538612 7.2852774 10.7189588 NA 10.0171652 12.0421363 10.3950446 13.4312302 11.5008301 -1.2460532 8.3923320 11.3676855 8.0392980 NA NA 7.1957610 10.0876104 4.6365376 9.8071432 10.3945928 9.9443380 0.3389093 -1.2460532 8.4103208 NA 9.7088192 7.6547628 12.9660124 11.5409823 9.2809526 10.5257981 NA -0.2460532 12.7860278 8.8715391 11.4886056 5.7982890 9.9426765 10.4366799 8.8253582 11.3166154 2.2133162 3.7538933 11.6329048 8.6180822 12.3182837 10.4245522 8.5054400 10.7450635 2.9238147 9.4424785 8.7581166 NA 10.6033011 NA -0.1884800 -0.1884800 1.0958000 -0.2012400 -0.2012400 0.0985510 -0.0370780 0.0702430 0.0702430 0.1578600 0.1578600 0.1578600 0.7497500 0.7497500 0.7379600 0.7073800 0.0882580 0.0633660 0.0957980 0.1028400 -0.2807300 -0.2807300 -0.2223900 0.0570830 -0.2166400 -0.2116900 0.0817550 -0.0182160 0.0924600 0.0924600 0.0718690 -0.1884800 -0.1884800 -0.1884800 0.1010300 0.1156500 -0.5542700 -0.5255300 -0.1911200 -0.1911200 -0.1911200 -0.1911200 -0.1911200 -0.2012400 -0.2012400 -0.2278700 0.1210800 0.0702430 -0.5445100 0.1578600 0.7497500 0.7379600 0.0924600 0.0924600 -0.5329700 0.0882580 -0.5287900 0.1028400 -0.2807300 -0.2807300 0.1860100 0.3967800 -0.2212100 -0.2465500 -0.2465500 0.0570830 0.0570830 -0.2345400 -0.1662500 -0.0121620 -0.2583000 -0.0065817 -0.0065817 -0.0065817 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 NA 7.5993862 10.2148638 11.0545345 10.4438940 10.0525314 10.6479558 -1.2460532 11.1579731 4.1801638 -0.2460532 2.3388522 7.2051070 9.3036808 11.1958027 13.3617464 3.7178354 11.7510755 9.0531040 9.0112368 7.3941411 10.6479558 NA 10.4698580 3.6607917 8.8893744 7.8780172 9.8105270 8.2728835 3.2133317 NA 7.7254399 5.9036433 7.6547628 9.8876805 9.3959477 7.5253853 1.5612528 -1.2460532 NA 8.756711 11.915973 11.359369 11.180947 10.398654 8.329435 10.121857 10.689429 10.340736 10.449124 8.340736 12.174119 5.020120 12.042136 10.907448 10.231148 12.665136 10.512536 NA 10.288199 11.1963212 12.1074564 11.1015174 1.3388522 11.3048832 10.8828569 14.4618374 9.3796049 8.6411164 8.6861107 11.9407840 9.9298883 8.4629799 10.8786635 9.0881692 11.4616865 11.6896135 9.6165334 8.0462176 13.9666203 10.7773038 10.5446517 10.9931961 5.7080934 7.3199502 11.6545741 NA -0.2460532 9.0006367 9.0404538 13.4312302 11.5008301 11.3907472 11.3676855 11.5142001 8.2930550 NA NA 9.3713452 8.2911145 9.2194624 6.8985542 3.2133317 9.7088192 11.6825994 10.5257981 12.0187784 10.8199852 9.9839165 9.5245599 6.1289347 9.8637266 4.8199849 NA 5.9827153 9.7243686 10.2891714 10.2286160 11.8266985 6.5020887 10.4364517 4.2774567 TCGA-CN-A49A 60 1 526 NA head and neck stage ivb t4b n0 mx male 2011 NA yes head & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 2 NA NA 1 3 1 1 1 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 0 0 0 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 7 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 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 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 4 0 0 0 0 3.467779e-06 1.179045e-06 23.5294117647059 42.6470588235294 4.41176470588235 17.6470588235294 11.7647058823529 10.2053150 2.4734233 10.3272597 4.6163871 5.5889065 10.8353742 4.5608922 6.3883135 9.9904435 14.4454528 7.6533395 8.4677836 10.0445509 -1.1115392 9.5758434 9.5617769 4.5031770 1.6958157 1.4734233 9.1529105 1.4734233 -0.1115392 14.2938088 8.1458557 11.7603731 0.4734233 10.2737911 10.7619119 10.4217975 1.9152532 6.6433555 8.5898436 5.4734298 13.7170506 8.1552544 9.2224841 11.6624312 7.5923711 8.2591552 11.2789055 5.4734298 3.0583858 11.8596521 9.7588325 NA 11.9434113 6.8016566 11.4239863 4.8192032 0.4734233 3.0583858 4.9108334 1.4734233 14.0464423 15.2365708 12.3732907 10.5210087 12.8825560 NA 0.4734233 2.9759236 10.2780992 8.8103088 10.6328813 9.8714614 -0.1115392 17.7854890 16.6858153 8.7495547 8.0432860 2.7953514 2.8884608 11.7419723 5.8309829 7.7495550 3.1363883 10.8783306 10.1715563 9.8265771 16.1719994 9.5287127 7.4658969 7.7619122 10.1956686 2.3478924 10.4962605 11.6092273 8.4846578 12.3531412 11.9309822 8.1340207 8.7355252 11.4098229 8.2438190 1.6958157 2.3478924 7.9155998 8.2635072 3.9759328 10.1645922 9.4139886 10.4232570 2.0583858 -0.1115392 8.6383374 -1.1115392 10.3742971 8.9996035 12.5428801 10.8842350 9.9460400 9.9619400 3.6433598 2.3478924 12.9326058 8.1738700 10.5314221 8.8368349 10.6279236 9.7816025 10.2098323 10.0887534 4.3147328 3.5323294 10.0677550 7.8828215 11.3401941 9.4021954 9.8036003 11.5296164 3.2807782 9.3881443 8.9719473 1.4734233 10.6698276 0.8884608 -0.0242510 0.0056919 1.0680000 0.3296300 -0.0033243 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 -0.0679840 0.0000000 0.0000000 0.3605100 -0.4583100 0.0866660 0.1560600 0.1656500 -0.0206870 -1.2897000 -0.4293400 -0.8744000 -0.4198100 -0.4253800 -0.0784110 -0.4374500 -0.4322500 0.0199230 0.0199230 0.0155870 -0.0033243 -0.0335410 -0.0411590 -0.4305100 0.4054400 0.3807200 -0.4373400 -1.1119000 -0.0249350 -0.0047079 -1.2730000 -0.4223300 -0.0560380 -0.4211200 0.0397760 -0.4087100 -0.3909600 -0.4257100 0.6660400 0.0723450 -0.4285500 -0.4277800 0.3492500 -0.0679840 -0.0265770 -0.0571160 -0.3968600 -0.0154660 -0.3321800 -1.1644000 0.3669000 -0.422 -0.422 -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 0.270 0.000 0.538 -0.360 -0.146 -0.422 -0.422 -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 0.270 0.000 0.538 -0.360 -0.146 -0.1115392 6.9652833 10.6583057 11.3883137 10.8937415 10.9835351 10.7596030 6.0074086 11.2055978 9.4090865 0.8884608 5.0177527 9.2515075 7.6763704 10.8180961 12.7453796 3.4151637 11.1962379 10.1334262 8.0074091 3.8426671 10.7596030 -1.1115392 10.6219069 4.3147328 9.5217355 4.2460204 10.0260994 8.8964063 5.6828851 0.8884608 6.2635077 5.5178237 8.8814061 7.8013572 9.7441150 8.2482174 1.6958157 8.3581096 2.473423 4.932860 10.947812 11.421031 8.550246 11.509833 10.591939 10.246570 12.545898 8.493947 10.670647 10.406629 10.596258 4.478532 11.609227 10.649188 10.336584 12.031556 11.703651 5.427626 9.347899 10.3793187 12.6827822 10.3026245 3.9328643 11.7709198 9.6001348 13.8036843 10.9125686 9.5050168 10.4682551 11.4578488 9.6254278 9.2547901 10.7425570 9.6982360 1.4734233 12.3898075 9.7142216 6.1458547 11.8596521 11.9434113 11.6014246 10.5210087 7.2764855 2.4734233 8.7495547 2.0583858 -1.1115392 9.7197750 9.2249743 12.3531412 11.9309822 10.2070107 11.4098229 11.1862439 8.1027867 2.6958157 -0.1115392 8.8054369 7.8751632 10.7599881 4.7953566 3.8884705 10.3742971 11.3937832 9.9619400 12.6233891 10.6316193 9.8743098 8.7998599 8.0608953 10.3401942 8.9969923 6.7464485 3.8884705 8.7800541 9.9646154 10.4149671 10.5439985 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 & neck squamous cell carcinoma 40 1969 1 white not hispanic or latino 1 5 NA NA 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.479986e-06 6.966252e-07 27.7310924369748 36.1344537815126 0 21.0084033613445 15.1260504201681 9.150534 NA 11.429034 NA 2.458198 9.774114 5.396810 5.517102 8.589209 16.968044 6.768065 8.035638 8.077818 NA 9.435489 9.259109 4.427834 3.827443 10.265564 9.070463 1.680594 1.458224 9.294260 8.944709 10.806200 NA 10.304744 10.528777 10.111651 NA 2.458198 7.988577 NA 13.374400 7.942025 10.014715 10.494383 8.038154 5.282636 12.081481 0.458172 -0.126738 12.989997 8.476873 NA 11.371099 3.517099 11.127685 5.680603 NA NA 4.332679 0.873262 16.481689 16.650675 12.772415 10.658290 11.184427 NA -0.126738 2.332679 10.177598 8.493467 11.403897 9.841914 2.573690 16.752010 18.360590 11.053467 -1.126896 -0.126738 0.458172 11.421346 NA 7.097248 6.324458 10.910358 10.545672 10.762751 14.894335 9.344922 2.043169 2.573690 11.111353 0.873262 9.365100 12.367467 10.755126 11.105668 10.188963 NA 8.654607 11.069849 5.381041 -1.126896 NA 7.937289 8.439301 4.427834 9.064306 9.512588 10.614292 0.873262 NA 7.450676 NA 11.040665 8.043172 13.118577 12.724996 9.348392 11.423753 NA 3.332679 12.881588 8.274126 11.475946 6.204164 10.069664 9.588008 7.163265 9.799543 2.043169 1.195159 11.392883 7.097248 10.310999 10.144710 8.672529 12.058432 3.121181 8.556241 8.130634 NA 9.542132 NA -0.17677000 -0.16281000 0.67141000 0.12335000 0.12335000 -0.01009400 -0.01009400 0.20228000 3.19240000 -0.57140000 0.19071000 0.18889000 0.09827000 0.09827000 0.09827000 0.08994300 0.00069327 3.65690000 0.45649000 3.65690000 0.10089000 0.10089000 -0.01312700 -0.03108600 -0.09538400 -0.09538400 0.00263570 0.43851000 0.00000000 0.00000000 0.63445000 -0.16281000 -0.16281000 -0.16281000 -0.66686000 -0.66846000 -0.66846000 -0.66846000 -0.32925000 -0.32925000 -0.32925000 -0.32925000 -0.32925000 0.12335000 0.12335000 0.11594000 -0.01009400 -0.35202000 -0.33779000 -0.60613000 0.09827000 0.09827000 0.09507200 0.09507200 0.09507200 0.00069327 -0.66809000 -0.19224000 0.06894600 0.08290900 0.00444110 0.00444110 -0.02181700 -0.01009400 -0.01009400 -0.03108600 -0.03108600 -0.12421000 -0.02342900 -0.04191300 -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 -0.668 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 -0.668 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 NA 6.699796 10.794344 11.745537 11.157782 10.994780 11.452563 NA 12.202623 6.063071 NA 2.873242 6.815761 10.619341 10.560622 14.889272 3.875053 11.520705 8.626464 9.362854 6.939336 11.452563 NA 9.884474 3.458211 9.228146 8.278388 9.550966 7.479837 4.427834 4.002532 6.022994 6.473160 8.326518 11.006710 9.747460 7.252625 2.043169 2.960716 NA 7.063071 12.848737 10.275715 10.449259 11.438587 8.737433 10.995751 10.964352 9.492550 10.630637 8.597761 12.255601 4.966850 12.367467 9.767307 9.913536 13.063135 11.605626 1.680594 9.398768 11.135048 11.639983 11.125321 NA 11.145585 10.684220 15.240093 9.599465 8.385000 6.981772 12.412163 9.421404 8.895615 10.937313 9.809885 10.265564 10.495299 9.036896 7.584053 12.989997 11.371099 10.271991 10.658290 4.573684 6.718737 11.053467 1.458224 0.458172 9.115230 10.105668 11.105668 10.188963 10.761990 11.069849 11.367602 7.353027 NA 2.680594 9.549742 8.757417 8.981771 5.348979 5.299512 11.040665 10.835420 11.423753 12.532239 11.559528 10.595200 9.038154 7.033118 10.824896 2.043169 0.458172 8.431668 9.893289 9.428795 9.194047 10.891447 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 & neck squamous cell carcinoma 45 1964 NA white not hispanic or latino 2 5 NA NA 3 4 3 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 1 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 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387111e-06 9.016224e-07 46.3768115942029 15.9420289855072 1.44927536231884 26.0869565217391 10.1449275362319 9.1390819 NA 10.7680381 -1.1347938 1.1871976 10.1973227 8.0501616 5.2915520 8.9711946 14.9039909 6.6661856 8.8425663 8.4781548 NA 9.5949070 10.2479102 5.2051344 6.2915501 12.6488984 9.1928390 2.7721813 0.4502743 2.0352016 4.9313758 10.7830312 NA 10.1114329 10.5257278 10.6858640 NA 2.4502479 8.8313158 NA 13.1639932 7.2446645 9.5974537 10.4169944 7.6466458 3.7232637 12.0281495 1.6726516 NA 10.9656200 8.6678027 3.4502479 11.7504105 8.8999475 11.4658960 7.1414103 NA NA 5.0150336 1.6726516 13.2493907 13.4864068 12.6405210 9.6806695 12.1751888 NA NA 1.8652854 9.2403255 9.2457474 11.6940177 9.8925011 NA 13.5195306 18.2686624 9.9790284 NA -0.1346354 NA 11.4032326 NA 6.6134786 3.8194843 10.0879664 10.1541523 10.4619419 14.6372656 8.7540293 2.4502479 5.9527482 11.2242121 NA 10.1355816 12.5090184 8.6134790 11.3384846 11.2140143 NA 8.5073380 10.8716123 6.1132129 NA NA 7.4433572 6.9527494 3.0352192 9.0600431 8.8904257 9.8709107 NA NA 9.4150710 NA 10.8110958 7.1320730 13.1689243 11.9504267 9.4611403 10.6264219 NA -0.1346354 13.2342700 8.6201736 10.9018033 8.4726165 10.0900597 8.4540006 9.0625028 8.9151348 0.8652854 0.4502743 11.3443086 6.9313758 10.9770740 9.9185334 8.9698849 10.3596418 2.6726516 8.7106350 7.7930642 NA 11.3392456 -0.1346354 0.00513590 0.00513590 1.29490000 0.03524200 0.03750000 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 -0.00235530 -0.79536000 -0.79536000 -0.00041585 3.65690000 0.01028500 0.01028500 0.00638710 -0.05010000 -0.03340500 0.01181800 0.01181800 0.00513590 0.00513590 0.00513590 -0.25323000 -0.25323000 -0.24825000 -0.24825000 -0.03661100 0.00000000 0.00000000 0.00000000 0.00000000 0.03750000 0.03474200 0.02356600 0.00555290 -0.09683600 -0.09683600 -0.05469000 0.00750000 0.00750000 -0.00719580 -0.00719580 -0.00857660 -0.79403000 -0.79260000 -0.00235530 -0.80377000 -0.79536000 0.00208050 0.00208050 -0.00041585 -0.00788890 -0.00290910 -0.03762600 -0.02425100 -0.82472000 -0.07441300 -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 1.027 1.275 0.000 0.000 0.000 0.000 0.000 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 1.027 1.275 0.000 0.000 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 7.7325650 10.7119519 11.6484891 11.6345042 10.9320481 10.3149507 -0.1346354 10.9161551 2.8652854 NA 2.1872293 6.8310703 9.6334704 10.8332329 16.0879019 4.1690671 12.1027949 7.4946428 9.0644065 6.8368293 10.3149507 0.4502743 9.7294724 3.9096771 9.5128886 5.0747409 9.6886535 6.8135362 5.7601038 -0.1346354 6.0649583 8.6284984 8.2051364 8.3123693 9.9718492 8.3267656 0.4502743 2.4502479 -1.1347938 5.9313758 9.6750543 9.6059102 10.5748009 17.9017684 7.2618909 10.6637580 11.0213693 8.2725537 9.9652914 6.4577437 10.9259821 4.8340690 12.5090184 8.5880936 9.6193385 12.2592035 11.5989371 0.4502743 9.4332422 11.089891 11.434192 11.626630 -1.134794 11.175331 10.401048 14.858063 9.499190 7.435142 8.939428 12.418315 9.709757 9.272554 9.187214 9.094105 12.648898 10.703308 10.387868 7.784149 10.965620 11.750411 9.861760 9.680669 5.646647 6.324717 9.979028 3.672640 -1.134794 8.035211 7.801924 11.338485 11.214014 10.872313 10.871612 9.865286 6.778176 -1.134794 NA 9.636090 7.576093 9.340006 6.450248 2.324724 10.811096 10.481376 10.626422 12.167068 10.859993 9.916495 7.593207 6.989407 10.630987 3.324724 NA 10.870911 9.787313 9.594907 9.000995 11.527955 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 & neck squamous cell carcinoma 46 1965 0 white not hispanic or latino 2 2 NA NA 3 2 1 2 2 3 0 0 0 0 0 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 5 0 0 4 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 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 0 7 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 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 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 7.386369e-06 2.496801e-06 10.7638888888889 15.9722222222222 9.02777777777778 40.625 23.6111111111111 8.6513377 NA 10.5406546 1.6938103 1.8864721 10.5034744 7.9739292 6.2351948 9.0412843 16.5139359 7.6245586 7.9712745 8.8406624 -1.1134108 8.9923747 10.1194867 5.1902474 3.9308603 10.3952514 8.9185118 2.8864721 NA 5.7066438 8.1485610 10.5641858 NA 10.2307621 10.1200858 10.5180980 -1.1134108 2.0563754 8.5717932 NA 11.8473731 8.2329801 10.4713911 10.6849380 9.9552445 5.9949915 11.6665958 3.0563928 -0.1135669 11.8933182 8.3601720 1.2083924 11.6764073 8.2880710 10.8101650 6.4410551 NA NA 5.5011748 1.8864721 15.9784896 16.2387580 12.5503211 11.4655464 12.3064264 NA -0.1135669 2.3459073 11.0722708 8.8348335 11.3205731 9.7122200 0.8864331 17.1697942 16.7781906 11.0870583 NA 1.2083924 2.5869088 11.5495795 -1.1134108 7.3499906 6.7812836 10.7599948 10.2798566 10.4951831 14.7780116 9.4391352 6.3294089 3.5303205 12.1777808 0.4714476 9.7911008 13.1218769 9.4467990 10.5588915 10.9342717 -0.1135669 8.7082400 10.6954303 7.8083072 NA -1.1134108 6.9372396 7.1200854 7.2173829 8.9712745 9.3902919 11.1473857 5.7066438 0.4714476 6.7506521 NA 10.4695489 7.7002476 12.6294071 11.3407655 9.0501411 10.1993492 NA -1.1134108 12.9770748 8.5393112 11.6946259 7.4372128 9.4865370 9.6080439 8.7614475 11.1367646 3.9739327 -0.1135669 9.8164642 7.0260176 11.0358958 9.5375178 8.5938255 11.1077512 3.9739327 8.2173829 8.7903482 NA 10.6885786 0.8864331 0.11187000 0.11950000 1.11840000 -0.09218300 -0.09218300 -0.17123000 -0.17123000 0.16208000 0.16208000 0.56814000 0.56814000 1.47790000 -0.00978730 -0.00978730 0.11056000 0.70499000 0.21042000 -0.11152000 0.14879000 0.14879000 -0.27210000 -0.27210000 -0.09772900 -0.05950800 0.43163000 -0.37806000 0.17200000 0.08323100 -0.10089000 -0.10089000 -0.10089000 0.11187000 0.11187000 0.11950000 -0.38703000 -0.38703000 -0.38703000 -0.38703000 -0.12249000 -0.12249000 -0.12249000 -0.12249000 -0.12808000 -0.09218300 -0.09218300 -0.09218300 -0.17123000 0.16208000 0.16208000 0.56814000 -0.00066169 0.11056000 0.26188000 0.26188000 0.26188000 0.00000000 -0.11152000 0.14879000 -0.27210000 -0.27210000 0.34733000 0.34733000 -0.09772900 -0.10444000 -0.10444000 -0.05950800 -0.05950800 -0.37806000 -0.38288000 0.12686000 -0.37974000 0.02317700 0.02317700 0.02317700 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 -0.1135669 6.1993484 11.2159822 12.5549080 11.3543264 10.5571225 11.1608443 6.2958571 11.4506157 5.5869058 -0.1135669 3.5869088 7.3942612 9.7606790 10.4877727 14.1964398 2.9857554 11.3902919 9.9632818 9.1100818 7.6380101 11.1608443 0.4714476 10.5707765 5.3621998 8.0699776 8.1032123 10.2910756 7.6856185 1.4714476 11.1704227 6.2343979 6.9143720 7.6007121 10.4596400 9.6304590 7.2351948 1.2083924 5.6143859 -0.1135669 5.8172037 10.9212652 9.8449971 10.7576014 11.6369638 9.6930157 10.9565871 10.7487161 8.1414946 10.0638858 7.0311250 10.2878790 4.2337807 13.1218769 9.3345826 10.2179430 13.0123034 11.5105762 2.4714216 9.9116058 11.0086471 11.9067517 10.4761174 1.2083924 10.7362622 10.9639495 14.9536673 9.2990360 9.4779885 8.0311244 11.8086789 9.3114618 8.6007117 10.7587563 9.2296518 10.3952514 10.6275117 9.3325155 8.4544223 11.8933182 11.6764073 10.3278542 11.4655464 5.7568312 7.4789233 11.0870583 -0.1135669 -1.1134108 8.7272442 10.2151411 10.5588915 10.9342717 10.7498781 10.6954303 11.3216155 8.3252582 3.7933549 0.8864331 9.8793125 7.2992474 9.6694644 7.8808196 3.9739327 10.4695489 11.3399940 10.1993492 12.6445853 10.9518823 10.5786457 8.9752544 8.3479455 9.3601720 5.3127305 -1.1134108 6.9363152 9.8694954 9.6413536 9.5650663 10.9722705 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 & neck squamous cell carcinoma 25 1986 0 white not hispanic or latino 2 2 NA NA 3 2 2 2 2 3 0 0 4 0 0 0 0 0 6 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 7 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 5 0 0 0 0 0 0 0 0 1 0 5 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 4 0 0 0 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 1 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 7 3 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 1.539694e-05 4.85489e-06 7.23905723905724 12.962962962963 10.9427609427609 42.0875420875421 26.7676767676768 5.5633259 NA 11.6262205 1.6157929 1.1303379 9.9908317 5.7391757 3.7626358 9.2729831 15.8806747 6.4594890 6.8691336 3.8084365 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 0.3934162 1.8084262 8.3811185 NA 11.2917493 7.0516114 8.7194248 10.7417592 5.1482874 3.6664158 10.9948611 1.1303379 2.7153223 11.2588754 8.6895515 -1.1916561 11.9694117 9.2003790 11.6960388 5.3782931 NA -0.1914914 5.1122164 3.8084365 15.8938049 15.5222780 13.1144990 10.1122181 11.7183304 NA 1.1303379 0.3934162 10.6757161 8.6971806 11.3521942 9.8356522 NA 16.7045391 18.2681271 7.8308055 -1.1916561 0.8084262 1.3934162 11.1317736 -1.1916561 5.8196656 2.6157929 10.4234646 9.9202251 11.3117662 13.9477489 9.3858663 -0.1914914 3.9783604 11.2239151 -1.1916561 9.5269702 12.5407108 10.1173452 9.2962773 10.5406048 NA 8.8027907 10.1331805 2.2678653 NA NA 9.7087759 4.6157929 6.3858659 9.1053536 9.4648622 9.8321918 4.7391730 -0.1914914 7.7332499 NA 9.5201044 8.3649436 12.2972817 10.8063224 8.2080997 11.1910614 NA 3.5088723 12.3540052 8.2821432 10.6294140 5.2347006 9.4176623 8.5323883 8.0587359 7.7002212 1.8084262 1.9783787 9.1571655 9.1224540 10.9926928 10.1593765 8.7771041 10.1604808 4.5088786 10.0599198 7.9933126 -0.1914914 10.4540958 0.8084262 0.0141230 0.0000000 1.5917000 1.1933000 1.0541000 0.2627100 0.2627100 -0.5494000 -0.1053200 -0.1244000 -0.1244000 0.3425000 -0.5332200 -0.5332200 -0.5893600 -0.4872900 -0.5356600 0.2470800 0.2511300 0.0155530 0.2486400 -0.0186940 -0.2088900 0.3706000 3.6569000 -0.4992800 0.1670800 -0.0185570 -0.0986140 -0.0996680 0.5862300 0.0141230 -0.0042217 0.0060415 -0.5479900 -0.5434200 -0.5096500 -0.5388000 -0.5407300 -0.5407300 0.2982000 0.2982000 -0.5444400 -0.1764500 -0.2246700 -0.2084800 0.2898500 0.8555200 -0.1011000 0.3108900 -0.5332200 -0.0129180 0.5552300 0.3836200 -0.5291500 -0.5294500 0.2617600 0.0195750 -0.5675800 0.2636600 -0.4909400 -0.5804300 0.3192600 -0.5341400 -0.5341400 0.3706000 0.3706000 -0.5286400 0.2156800 -0.1570100 0.2320200 0.0038179 -0.0716710 -0.0431250 -0.455 -0.455 -0.536 0.262 0.000 0.000 0.000 -0.469 0.319 0.241 -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 -0.182 -0.182 0.263 0.263 -0.549 -0.549 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 0.241 -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 -0.182 -0.182 0.263 0.263 -0.549 -0.549 0.189 0.314 0.000 0.000 0.000 0.000 NA 6.5699892 11.6897426 11.9697267 11.0900777 10.0450496 10.2699168 5.8959012 11.5320983 4.2347006 NA 7.1438281 7.8335770 10.5520096 10.7767442 14.7266484 3.6250366 11.0498247 8.9632553 8.0937239 6.2262908 10.2699168 -1.1916561 9.4993084 4.0938390 9.4776767 3.2678653 8.8500965 9.3660542 2.9783604 10.1763981 3.2007554 4.0178863 6.6910805 6.7213262 10.4821881 8.4808629 2.3933887 0.3934162 0.8084262 4.2678653 10.0270006 7.7183301 8.9312652 12.4390458 11.8124822 10.6052881 11.3763934 7.6633055 10.0221492 5.3475948 10.5001809 4.4600610 12.5407108 10.4088149 10.7164546 13.2180431 12.8758717 3.2678653 9.8772156 11.3214246 11.3052911 11.9317505 1.6157929 10.7960566 11.3140008 15.3756763 8.4027618 9.5439934 8.1281093 11.9511826 10.5759887 8.5465295 9.8308051 10.3792418 6.7332499 10.0557716 9.1281096 6.1122185 11.2588754 11.9694117 9.0480359 10.1122181 6.5226835 4.4522923 7.8308055 1.1303379 -0.1914914 8.2472293 9.4166922 9.2962773 10.5406048 9.7857173 10.1331805 10.4874775 7.2007545 6.7032558 NA 9.7027245 8.9051526 8.9908318 5.1482874 1.6157929 9.5201044 11.2464494 11.1910614 11.7100585 10.7284179 11.4293444 8.6238208 9.8899208 10.6574515 0.8084262 NA 10.6421181 7.5660609 9.9771095 9.0166718 10.6503948 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 & neck squamous cell carcinoma 60 1981 0 white not hispanic or latino 3 1 NA NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 2.462123e-06 5.895224e-07 44.3181818181818 10.2272727272727 0 35.2272727272727 10.2272727272727 10.3499488 0.1656869 10.2917524 5.4510957 6.4230806 10.4136208 1.9730602 5.2317818 9.0979081 14.2616260 7.9071605 8.1572150 8.8239047 NA 9.4124339 9.0283307 5.0723417 3.7506601 7.8239047 7.2478421 3.0725860 NA 13.1727206 8.1572150 10.6675304 4.6575485 10.1557973 10.1783179 10.5558623 1.7506494 5.3154394 8.5805265 2.4876150 11.0982772 8.9255814 9.5066561 10.6199926 8.6872938 8.1797136 12.2388307 4.3751437 NA 13.1486869 8.5644369 NA 10.0414426 8.5228714 11.6729924 5.6086378 -0.8341845 0.1656869 4.1198873 -0.8341845 14.1234229 13.7693341 12.4165838 11.0306532 12.0182228 0.1656869 NA 4.3751437 11.1447612 8.8816551 11.7741791 9.7877451 0.5825560 18.4860465 18.4421903 9.8301406 -0.8341845 2.9730418 1.7506494 11.1911790 3.8095482 8.2317823 5.2949772 10.5830975 11.2331277 10.6409201 15.5609764 8.9649750 5.4510957 7.2846344 11.4210170 2.1656869 9.9866700 11.8963523 8.6555411 12.3108294 11.5273630 0.7506922 8.6003214 10.5010836 7.6615487 3.3356119 NA 8.3903220 7.0785832 5.2531573 8.4921228 9.2975503 11.3644453 NA 2.7506494 2.1656869 NA 10.8622262 8.2872266 13.2783771 11.3601424 10.6732006 10.7174016 1.7506494 3.6251302 13.8328048 8.0205616 10.9605153 9.2250377 10.2496180 9.4394889 9.7739480 11.1093070 4.6251243 1.1656869 10.8407682 9.0815726 11.1256952 9.1285893 8.9037855 11.5464249 4.1198873 8.6781374 8.6635453 1.4876407 11.1667496 2.7506494 0.00516410 0.00346870 0.00000000 -0.00512270 -0.00512270 -0.00358750 -0.00358750 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 0.00041593 0.04627500 0.00499690 0.00499690 -0.00609080 -0.37414000 0.00346870 -0.00340840 0.00000000 0.00000000 0.00000000 0.00000000 -0.01037000 -0.01037000 -0.00828570 -0.00828570 -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 0.27789000 0.27789000 -0.01491600 0.05082100 0.05281000 0.04627500 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 -0.8341845 6.6495091 10.8726209 12.6942695 11.0793307 10.7024262 11.4429807 4.6575485 10.7586175 9.2505017 -0.8341845 3.0725860 6.9535958 6.9535958 10.1543780 14.2570047 4.1493732 11.4233758 9.0314266 8.8708764 6.5407325 11.4429807 -0.8341845 10.6368604 4.2531573 8.6659974 6.7202826 9.7543704 8.0556837 5.4694725 2.1656869 6.5320161 5.8095482 8.4603142 9.3945120 10.0551973 7.7506561 0.7506922 2.3356262 NA 5.823905 11.688030 11.522948 10.793227 11.604225 10.617935 9.767464 11.178318 8.045276 10.124246 6.478575 10.696587 5.269609 11.896352 9.629218 10.031427 14.300366 7.823905 5.165695 10.123521 10.5687054 11.9105271 8.7241141 2.7506494 11.3167099 11.1444038 14.5076624 8.9665931 8.5276369 8.9922419 12.8822984 9.2286030 8.2768288 10.2846344 10.2551438 7.8239047 10.1831977 8.8256893 5.1429729 13.1486869 10.0414426 10.3312285 11.0306532 7.2478421 5.0236723 9.8301406 2.6251302 -0.8341845 10.1818051 7.4230814 12.3108294 11.5273630 10.7904888 10.5010836 11.0494821 8.6312596 5.6414275 NA 10.4534461 7.8191119 10.2418408 4.6892544 1.9730602 10.8622262 11.2577897 10.7174016 13.0227996 10.2371557 9.9641651 9.0589948 8.0905057 11.1758717 2.3356262 NA 4.4876214 9.4843265 9.5940534 9.3078003 10.0964307 6.9794744 10.0680684 5.9205815 TCGA-CN-A63W 48 1 377 NA head and neck stage iva t4a n2c mx female 2012 NA yes head & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 NA NA 3 2 2 2 2 3 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 4 0 0 4 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 4 4 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 3 0 0 0 0 0 0 0 0 5 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 4 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 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 1.144367e-05 3.745201e-06 6.48769574944072 20.3579418344519 9.61968680089485 36.4653243847875 27.0693512304251 7.3232638 NA 10.3603343 0.3046279 2.5269952 10.3116273 7.3526323 4.5269952 8.8489205 15.9438705 6.6911810 8.4287211 7.9957621 NA 8.6265282 9.4218103 5.0771874 0.3046279 2.3045987 8.0393095 1.7196216 -1.2803346 5.9484560 4.8895612 10.6763766 NA 9.9881795 10.3027203 9.9663781 2.0415584 2.4200781 9.2232546 NA 13.5973051 7.2703841 9.8794206 11.1343227 10.7711864 6.2274330 12.0050397 1.5269702 -1.2803346 12.8189853 8.9131629 NA 12.3295088 9.0735782 11.3666461 6.9911000 5.4475594 -1.2803346 5.9864246 1.5269702 16.0692983 16.4979315 12.2865454 11.0780140 12.0395918 NA NA 2.1790651 11.4818119 8.3760624 11.0738869 10.0505543 1.3046279 17.8909047 18.1707520 9.0154064 4.1459057 -0.2803346 0.7196654 11.6227662 NA 6.0142593 5.3045987 10.3959428 10.3064773 10.4479832 15.0262867 9.4644714 6.4061387 5.8176693 12.0723707 0.3046279 9.3315845 11.8679488 8.9980869 10.6373826 10.7447771 NA 8.4778606 9.6990628 7.5961547 -1.2803346 NA 7.1553495 4.4200781 4.0050406 8.8744555 8.8017866 10.6581144 3.0415584 2.8071076 7.2549133 NA 10.2674960 7.6325271 12.9554274 10.7964531 9.0230873 10.3097567 NA 2.3045987 12.6881243 8.5286018 11.0845929 6.0505539 9.7790428 9.5838237 8.9887642 10.5596286 1.5269702 1.0415934 7.5140536 9.2732669 10.9934331 10.3499046 9.4373139 11.9309174 3.5269952 9.1181996 8.6562754 0.3046279 10.0511143 -0.2803346 0.143990 0.143990 0.819230 0.891060 0.891060 0.105850 0.105850 0.203050 0.203050 -0.067190 0.962060 0.643780 -0.660490 -0.660490 -0.674900 0.509150 0.028200 0.028200 0.055230 0.055230 0.120810 0.116970 -0.291180 0.869900 1.003600 0.154570 0.083776 -0.085988 -0.018628 -0.172970 -0.115210 0.143990 0.143990 -0.658640 -0.655100 -0.655100 -0.655100 -0.666330 -0.297920 -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 0.013632 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 -0.655 -0.655 -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 -0.655 -0.655 -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 NA 6.4745253 11.4577298 12.0741624 10.6068581 10.0119592 10.7799957 4.9484560 11.6308422 5.0234195 -0.2803346 5.0415672 6.7308654 10.8097500 10.5787840 13.6712865 3.0523463 11.5942347 10.3925048 8.9738629 4.8895612 10.7799957 1.3046279 10.4317345 3.6738391 8.3570593 6.5525277 10.2029495 8.6949265 6.6680042 7.6969175 5.4186892 6.3343466 7.8071005 9.1770183 9.9466518 8.4678305 -0.2803346 7.3742736 6.565128 4.211487 11.287831 10.856302 10.403071 12.642965 9.283787 10.331123 11.112492 7.437314 10.390736 8.574506 10.244669 5.820511 11.867949 7.943639 10.310692 13.234267 10.295649 2.889571 9.774242 9.9508587 13.4483552 10.6265281 -0.2803346 11.1800934 10.0782887 14.7406148 9.4894753 9.7420054 8.6205043 12.9531074 8.7401869 9.2392737 10.5662993 10.0578167 2.3045987 10.5690426 8.7294661 5.4878207 12.8189853 12.3295088 10.6072389 11.0780140 6.2894933 5.8895636 9.0154064 0.3046279 NA 8.7776291 8.7111593 10.6373826 10.7447771 10.5326170 9.6990628 11.2052153 8.6129389 NA NA 9.3131966 5.6854216 8.8268545 4.8489183 3.4200781 10.2674960 11.2720665 10.3097567 12.4074506 10.8936269 10.4766107 8.8437587 8.5382196 10.7571845 -1.2803346 -1.2803346 7.3343475 8.8776663 10.1656869 9.6250246 10.8989246 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 5 NA NA NA NA 3 3 2 3 0 0 0 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 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 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 4 0 4 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 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 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 6 3.901101e-06 1.811226e-06 23.8317757009346 64.4859813084112 1.4018691588785 7.47663551401869 2.80373831775701 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 -0.00741070 -0.00741070 0.00069327 0.00069327 -0.00166290 -0.00166290 0.00000000 0.00000000 0.00000000 0.00288490 0.00288490 0.00288490 -0.41641000 -0.43246000 -0.43246000 0.01586600 0.00277450 0.26592000 0.26592000 0.00903120 0.01936300 -0.00440530 -0.00440530 0.01600600 1.22860000 0.00841980 0.00841980 0.00841980 -0.00083160 -0.00083160 -0.00083160 -0.00097017 -0.00097017 -0.00097017 -0.00097017 -0.00346270 -0.00346270 -0.01243800 -0.01243800 -0.01243800 -0.00741070 -0.00741070 -0.00512270 0.00069327 -0.00166290 -0.43474000 0.00000000 0.00288490 0.00288490 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 0.00131060 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 NA NA NA NA NA NA 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 4 1 NA NA NA NA 5 1 2 1 0 0 0 0 0 0 0 0 0 6 0 0 0 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 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 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 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 2.254056e-06 6.588779e-07 40 34.1176470588235 5.88235294117647 15.2941176470588 4.70588235294118 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 0.00069327 0.10453000 0.10453000 3.65690000 0.00068303 -0.31774000 0.59215000 0.61190000 0.31322000 0.30683000 0.30683000 0.31835000 0.04202400 0.04202400 0.01084200 0.00232100 -0.06262900 -0.06262900 -0.04981800 0.01433000 -0.23582000 -0.23582000 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 -0.00277070 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 0.00232100 -0.06262900 -0.06262900 0.29024000 0.29024000 -0.04981800 0.00069327 0.00069327 0.01433000 0.01433000 -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 NA NA NA NA NA NA 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 & neck squamous cell carcinoma 15 1982 0 white not hispanic or latino 2 2 NA NA 3 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 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 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 4 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 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 6.346035e-06 2.219378e-06 13.2 12.8 11.2 40 22.8 6.2335564 NA 10.5102404 -1.2820878 2.3028162 10.1885157 8.3814149 4.4992145 8.8342008 14.1554463 7.3581017 7.9775999 7.2492386 1.0397701 9.2705259 9.3680109 5.5882229 4.2724488 10.3814149 10.1414979 0.7178245 NA 2.7178464 3.7178573 11.3776297 -1.2820878 10.5336403 10.7040543 10.9872757 -0.2820878 0.3028747 8.1437021 NA 11.1117834 8.1895320 10.2024783 11.0310232 8.6307462 4.9076791 12.6853532 NA 0.7178245 11.4951121 8.6500716 -1.2820878 11.6695058 8.8667655 11.3982163 5.4992177 NA -0.2820878 4.7402260 2.1772800 13.4711780 14.0997042 12.4150676 10.0582633 12.2712461 NA NA 3.3617122 10.9942720 9.3964569 13.4227871 10.5029005 NA 18.0657095 17.2316152 9.0710035 5.0577059 -1.2820878 NA 11.7557469 -1.2820878 5.9370242 8.8561286 10.8459446 9.6277498 10.8191759 14.3114521 9.9027321 5.9562611 2.5252170 11.6126745 NA 9.2127123 13.1235241 9.9039710 11.0685197 12.3107809 NA 8.6367200 10.3145124 7.3508517 NA NA 8.9760929 4.4457797 7.2762770 9.3964569 8.7318773 10.7612259 3.6247443 0.7178245 7.1854622 NA 10.3408237 7.8445614 13.2163320 12.0134822 9.6527270 8.6247472 -1.2820878 2.4182979 12.7884809 8.6396978 11.4823137 5.8574088 9.7780798 10.0838565 8.4525662 9.6172136 3.1772959 2.8877787 9.3751752 7.4148239 10.7336202 9.7297828 9.1680370 12.4394900 0.7178245 7.4632955 8.4843855 NA 12.7052984 NA 0.00110930 0.00000000 0.90432000 0.01894300 -0.22601000 -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 -0.00013862 -0.08943400 -0.03817000 0.02230400 0.04160000 0.00110930 -0.65957000 0.00000000 -0.66430000 -0.66430000 -0.66430000 -0.66430000 -0.73499000 -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 -0.05501800 -0.02917500 0.03941900 0.05708300 -0.60235000 -0.04156700 -0.04156700 -0.04319500 0.61897000 -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 NA 6.877728 11.186990 13.624841 11.128573 10.057150 11.612106 4.039788 10.856768 3.624744 NA 3.525217 7.703699 9.995725 10.882135 14.341995 3.052711 12.046672 10.218201 9.331048 5.021640 11.612106 -1.282088 9.852283 3.624744 8.405407 5.956261 10.093434 6.791356 2.717846 8.853566 5.706542 4.946675 7.404357 8.510647 9.320556 7.905209 1.302816 5.376068 0.3028747 4.5252107 11.6191008 10.5515020 11.8364735 11.7171522 7.6633005 11.3621637 10.6326156 7.1772880 9.9568585 5.1772880 11.1280431 6.0907222 13.1235241 8.7608839 9.6126745 13.0634762 11.0571501 3.8053234 9.9339963 10.4415177 12.0157761 9.9267007 0.7178245 11.4721180 10.7976748 15.1062762 9.9916524 8.2743628 7.9514765 10.6782208 8.4191112 9.1069502 10.2724456 9.3371598 10.3814149 10.7660030 11.0999404 7.2724460 11.4951121 11.6695058 10.4346763 10.0582633 6.2335564 4.6951364 9.0710035 2.8877787 NA 9.6508096 7.6035529 11.0685197 12.3107809 11.2526460 10.3145124 11.4353190 8.3778525 1.0397701 NA 9.4527527 6.6836417 9.4959340 6.3617122 2.7178464 10.3408237 11.6262494 8.6247472 12.8625150 10.9648942 10.5985882 7.4321026 7.9346026 9.6194779 -0.2820878 -0.2820878 7.5348406 8.0611314 9.9291368 9.8139130 10.2196939 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 & neck squamous cell carcinoma 5 NA 0 white not hispanic or latino 3 3 NA NA 1 1 2 1 2 1 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 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 7 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 7 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 7 0 0 0 0 0 5 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 2.774223e-06 7.282335e-07 42.3076923076923 25 0.961538461538462 14.4230769230769 17.3076923076923 9.2318855 NA 11.2357795 0.4780917 3.7005063 10.6551159 -1.1068708 5.8000405 9.0891366 15.7054644 6.3194138 7.9964368 6.4930612 1.7004841 9.7704333 9.6354586 5.4323080 4.5935868 3.8000405 7.8818341 2.0630887 -0.1068708 9.0029798 3.8473455 10.5620342 4.1410731 10.6138210 10.4424526 10.4108186 NA 1.7004841 9.0252633 NA 13.4744086 9.0081927 10.5822736 10.4132767 7.5297741 5.9911817 10.4606301 0.4780917 NA 12.4866570 8.6142483 1.2150573 9.7734979 2.8931486 10.7561739 5.7635152 NA NA 3.2854614 2.8931486 14.3362193 14.7073055 12.5751277 11.0668264 12.2893526 NA NA 1.7004841 10.3794815 8.5477853 10.7133282 9.7101328 2.5242643 18.2342271 16.8640361 10.8323611 NA -0.1068708 -1.1068708 11.3456479 -1.1068708 8.5531451 5.5078581 10.4628482 10.2660143 10.5392578 14.6812557 9.6329298 2.2150884 2.8931486 11.6270119 -0.1068708 9.5673414 11.6914023 8.3729295 12.4596790 10.7503527 NA 8.4912017 10.5535909 5.2150767 NA NA 7.3114232 4.5935868 8.1552443 8.2833181 9.0250061 11.3804868 0.8931292 NA 2.0630887 -0.1068708 10.4113106 7.5297741 12.6353534 12.2214034 10.3796323 10.2763135 -0.1068708 3.4781176 13.6654122 6.9155173 11.5816181 5.9806126 10.4169954 9.3587156 7.3360923 11.5410573 -1.1068708 1.2150573 11.0671386 8.4856063 11.1880571 9.6924309 9.3340185 12.4832684 3.2854614 9.5288672 9.0172705 -1.1068708 9.6287053 0.8931292 0.0062481 0.0066653 -0.0011087 -0.0113350 -0.0122580 0.0000000 0.0000000 0.0015255 0.0015255 -0.0083005 1.2366000 1.2366000 0.5976400 0.5976400 0.6160700 0.6384800 -0.0055375 -0.0055375 0.0051359 0.0051359 -0.0081624 -0.0018014 0.0054139 0.0112610 -0.0062286 -0.0062286 -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 -0.0088526 -0.0122580 -0.0122580 -0.0216730 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 0.0042929 0.0112610 0.0228650 -0.0062286 -0.6836900 0.0151680 -0.0018014 0.0791590 0.0748510 0.0562280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 2.4781176 5.6346165 10.7200948 11.3131094 11.2520750 10.7272251 11.0492323 8.9085644 10.8906815 6.2768539 NA 2.2150884 6.9210554 8.0705686 10.8527890 12.7612965 4.7051319 11.6187285 7.1831679 8.7837781 7.4818640 11.0492323 NA 10.9782897 4.4781111 9.6551575 8.2961614 9.6099686 8.0818866 1.4780917 -1.1068708 5.6584200 7.5370056 7.7573353 10.3949864 10.6484541 7.5549272 -0.1068708 -0.1068708 NA 6.2418783 10.8400555 10.2352127 5.2854651 11.6219200 7.7005042 9.3969750 11.2465717 8.9497870 10.3840000 6.0928206 10.8290509 5.0487767 11.6914023 10.5558176 10.5060177 13.8976466 0.8931292 5.3525820 9.2768535 10.7962779 11.6743040 9.1279667 -1.1068708 10.9078672 11.8875027 14.8512023 9.3515559 9.9029778 7.6646386 12.8371291 8.8478980 8.4381136 10.4414895 10.0250062 3.8000405 9.9538452 8.7370702 5.9484326 12.4866570 9.7734979 10.0282172 11.0668264 7.4515697 5.4009443 10.8323611 -1.1068708 1.2150573 9.0094933 7.5225062 12.4596790 10.7503527 10.4634793 10.5535909 11.2204211 8.8444340 3.3525749 NA 10.2921974 10.1825917 10.2268636 3.5370102 3.4781176 10.4113106 11.0860584 10.2763135 13.3424268 10.7538483 10.4506129 9.1797068 7.5115345 8.8804131 0.4780917 NA -1.1068708 10.8200159 9.9518174 9.3627909 10.3288194 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 & neck squamous cell carcinoma 40 1973 2 white not hispanic or latino 3 5 NA NA 3 4 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109689e-06 5.895224e-07 34.6938775510204 16.3265306122449 4.08163265306122 30.6122448979592 14.2857142857143 11.5060544 NA 10.0611784 NA 0.7257848 11.5707553 3.2282954 5.4806755 7.8343124 15.8764873 5.8550703 8.9481806 6.7257875 NA 8.4739809 8.9625996 6.3502798 7.0416920 11.3392706 7.2388575 3.3887544 0.1407787 2.9481897 10.4423217 10.4023328 NA 9.3207347 9.5764959 10.6857899 -0.8590905 1.1408441 7.5662093 NA 12.9192107 7.1520526 9.4446062 9.3257010 7.2545676 3.1408277 10.3157512 0.7257848 NA 10.7936705 8.2981726 2.1408114 11.5767562 -0.8590905 9.5191204 5.0715610 NA NA 2.4627591 2.6002460 16.7781721 17.5552273 13.3729279 10.7342167 11.9193134 NA NA 1.1408441 10.8220639 8.6525783 12.2728432 8.6063919 1.5303704 17.0182595 18.2688778 11.8139138 -0.8590905 -0.8590905 NA 10.5889419 -0.8590905 6.5670906 3.9481803 9.3256513 10.4451769 10.8606422 13.8786538 8.1576339 1.1408441 1.7257848 11.9731222 NA 10.0913814 11.4502990 12.2287855 11.2893021 9.6712318 NA 9.2055682 10.7801663 8.4604977 -0.8590905 -0.8590905 8.3982606 4.5331459 5.2701103 7.2803773 9.8114818 11.9005057 0.1407787 0.1407787 9.6712318 NA 10.6195951 6.5331428 13.8195907 11.1280895 8.7746201 10.7751828 NA 0.1407787 12.7574892 7.0173429 11.0073318 11.4259387 11.0837432 8.8443659 3.6002579 8.1436404 0.1407787 NA 11.8183250 8.6915722 10.9077685 10.0986531 8.9433418 11.5022211 4.5670891 8.8150179 7.9287280 NA 9.5212865 NA -0.0107840 -0.0107840 -0.0143660 0.8167000 0.8122000 0.0020805 0.0020805 0.0000000 -0.0114730 -0.0062286 -0.0062286 -0.0107950 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 3.6569000 -0.0513290 0.0251100 0.0251100 0.0060234 -0.0107840 -0.0107840 -0.0107840 0.0146090 -0.8528900 -0.8593200 -0.0160170 -0.0228810 -0.0228810 -0.0228810 -0.0228810 -0.0454990 0.8122000 0.8122000 0.8445500 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 0.0389340 0.0410340 0.8304400 0.0090312 0.8542300 0.0172640 0.0070771 -0.0252810 -0.0513290 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 NA 5.0715610 11.1227495 11.3010121 10.4192750 10.7486182 11.0038503 1.4627329 11.6513425 2.1408114 0.1407787 6.0111892 7.2803773 9.9956940 10.4514383 13.7661348 4.9775089 11.2411594 8.6683025 8.3696440 8.9657843 11.0038503 0.7257848 9.4525738 8.0142699 9.0348702 4.4627525 8.2905728 7.8161472 7.1123686 2.3107473 4.2701103 6.8890184 7.3599937 8.7592111 10.5790976 7.7592111 1.1408441 11.2954538 -0.8590905 6.0477151 8.0537147 9.2493370 8.1548460 12.1901636 6.7774500 11.1906741 10.3569651 9.9262781 9.4750989 12.1583300 10.9665794 4.0908280 11.4502990 11.0972017 9.4446062 13.6757588 10.6366805 6.5071477 9.4939723 10.6790145 11.2414879 13.8968084 1.7257848 10.4588034 11.3401912 14.6444299 7.6604616 8.9737154 8.2905728 13.3116113 8.5078470 9.2597666 11.8019356 9.9657843 11.3392706 8.3380424 10.2604151 9.4672550 10.7936705 11.5767562 8.6877200 10.7342167 7.2803773 7.0715632 11.8139138 0.1407787 -0.8590905 8.3232201 8.8203057 11.2893021 9.6712318 10.4823443 10.7801663 10.6833738 5.6799839 NA NA 9.3409149 8.1970840 11.5547179 11.8580735 1.9481897 10.6195951 9.6799844 10.7751828 13.0939307 11.6299209 10.0913814 9.3257010 9.1520528 11.2166389 0.7257848 1.9481897 10.7215552 11.4550972 9.0280461 7.3057325 11.1351790 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 & neck squamous cell carcinoma NA NA 2 white NA 3 5 NA NA 3 4 3 3 3 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 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 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 4 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 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 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 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1.133964e-05 5.236346e-06 10.9504132231405 78.7190082644628 2.06611570247934 7.02479338842975 1.2396694214876 10.1320764 NA 9.7398073 -0.7328837 2.8520788 10.4200350 8.6399817 9.0220040 8.6933814 16.9920433 5.7100598 9.0369544 7.2839245 2.5890444 9.4594093 8.7203872 5.5708970 7.3860573 11.4404814 7.8062751 4.7589694 1.2671163 1.2671163 7.4862848 10.4457813 -0.7328837 9.6849690 10.3957553 11.0480663 NA 2.7265479 8.4881237 NA 11.4432897 7.9109725 9.8299694 9.4357886 8.1770093 5.7749109 10.9723169 0.2671163 -0.7328837 9.3976870 8.7468969 7.6637210 12.9507691 3.6594337 9.9830785 5.3963993 NA 0.2671163 1.2671163 1.5890444 16.8775209 17.2036920 12.9103808 11.1660957 11.7933712 0.8520788 -0.7328837 2.7265479 9.6334387 8.3912380 11.9454966 9.2314574 4.2213126 12.8156976 18.4317731 13.6819999 NA -0.7328837 2.8520788 10.5617373 NA 10.1390218 4.0744712 9.9061767 10.3532527 10.8231435 13.9351150 8.7326830 4.7906782 5.0744712 11.7273164 0.2671163 10.0992154 12.4978875 9.5126692 11.3375729 10.7808441 2.5890444 8.9465967 10.4655615 5.1978536 NA -0.7328837 9.4817877 3.9675560 5.4370413 7.7017445 10.0848996 11.6418843 2.8520788 0.8520788 8.1619340 NA 10.5215547 5.7100598 13.4602568 11.4587927 8.4787373 9.8982936 NA 2.0744712 13.5097696 7.2037542 10.9311192 8.2066960 9.8873821 9.0451937 6.5617370 9.8586389 0.8520788 0.2671163 11.3873544 7.8255370 10.6285121 9.7936158 9.1725035 11.4241476 4.5890444 8.8255373 7.0615321 1.2671163 9.8293590 3.4370413 0.00000000 0.00000000 0.11521000 -0.02036800 0.00221930 0.00027728 0.00027728 -0.08519200 -0.08519200 -0.00249380 -0.00249380 -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 -0.00761010 0.01209700 0.00050065 0.00050065 0.00485790 0.00000000 0.00000000 0.00000000 0.11521000 0.11521000 0.11521000 0.11521000 -0.00921890 0.00180300 0.00180300 0.00180300 0.00180300 0.00221930 -0.00027724 -0.00027724 0.00027728 -0.08519200 -0.08519200 -0.00249380 -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 -0.01031600 -0.00124730 -0.00484610 -0.00484610 0.01042400 0.02454800 0.02454800 0.00263570 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.8520788 6.0615321 10.8609744 12.3867061 11.7874896 11.1067140 10.9284492 3.9109725 11.6583601 4.6933810 3.7906782 4.4370413 8.5292115 11.4127303 10.5321455 14.4235947 4.8192492 11.3960775 6.1740069 8.9982999 11.7855238 10.9284492 0.8520788 9.2908708 8.2242188 9.5252585 6.1374810 8.2614702 7.2304173 3.5890444 2.8520788 3.6594337 8.0386057 8.0968390 9.5292113 10.4519918 8.8614412 -0.7328837 1.5890444 -0.7328837 5.0220038 8.4983378 7.2727408 9.4066678 11.9824351 8.9483550 11.3850842 8.5777294 8.6529790 9.9457167 7.1978536 10.7564628 4.3609331 12.4978875 8.6658603 9.5617372 14.0343378 10.1451674 5.7906782 9.4667888 9.9109728 11.6936434 12.3963995 2.7265479 10.6637213 11.1285912 14.3864168 9.2486838 9.0517514 8.1126063 12.8944224 8.8794322 9.1188656 11.0439608 9.8014195 11.4404814 9.6529788 9.9975867 10.5582872 9.3976870 12.9507691 9.3782521 11.1660957 6.4667886 9.9342281 13.6819999 1.8520788 4.1740069 8.7709423 9.1558598 11.3375729 10.7808441 9.8558312 10.4655615 10.5368277 6.6508206 2.2671163 0.2671163 10.5895348 7.9571142 10.1882136 11.6799510 3.8520788 10.5215547 9.7255230 9.8982936 13.4513720 11.2118286 10.8725960 9.4066678 7.0808975 11.2451119 11.9060049 6.2671163 9.0402557 12.1313278 9.2727410 8.7183277 10.9809326 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 & neck squamous cell carcinoma 40 1971 3 white not hispanic or latino 4 2 NA NA 3 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 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 4 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 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 4 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 1 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 0 0 0 4 0 0 0 0 4 0 0 0 0 6.866202e-06 2.566156e-06 9.89010989010989 16.1172161172161 12.4542124542125 35.1648351648352 26.3736263736264 8.4002574 1.5816887 10.9064182 NA 2.9739969 10.9245832 8.3695777 6.2821154 8.7225050 16.6942062 7.0695153 7.7739680 8.5788546 2.8296060 9.2976371 9.5646687 5.4018557 4.4643154 11.4772504 9.8182874 2.5816646 -1.4185041 2.2821136 9.0963892 11.5387771 -0.4183113 10.3764970 10.5995274 10.3252473 NA 1.7515923 8.9330780 0.9035782 12.8711177 7.5271188 9.3646733 11.5100084 7.7415465 4.7515976 12.0817701 3.8670761 0.5816887 12.8303439 8.7314222 2.0411028 12.1251903 6.8395339 12.1406936 7.1553222 -1.4185041 -1.4185041 3.7911264 -0.4183113 15.3571942 16.6481841 12.5048113 11.0042656 12.4538690 -1.4185041 NA 2.9035975 11.1162212 9.2496736 11.3669232 10.1329027 2.0786440 17.0336870 18.6519402 10.6681431 -1.4185041 0.5816887 0.9035782 11.5445711 NA 6.2541008 5.0894685 11.0660323 10.7668602 10.4177254 15.2557708 9.5936012 5.1362652 1.1666512 11.0269486 -0.4183113 9.6829942 12.1002434 8.7212264 12.2310436 11.2762506 NA 8.5717792 12.1520052 5.0411072 NA NA 6.6550140 7.0855011 7.1130566 10.0497900 10.2201110 10.9287428 5.7715000 2.9739969 6.7109579 -0.4183113 11.1448714 8.5646685 12.4856511 11.5790310 9.9759180 11.2742906 -0.4183113 4.5124102 13.1365637 8.8319735 11.1427243 7.0451994 10.5538867 9.7228179 8.8176894 11.5788546 2.2821136 0.9035782 9.7237758 8.9024755 11.4597260 9.7622059 8.6464179 12.3682510 2.7515923 9.1419697 9.7314222 -0.4183113 11.3964578 -0.4183113 -0.00443120 0.00249690 1.49910000 0.45462000 0.45462000 0.00124810 0.00124810 -0.00387790 -0.00596800 -0.01422800 -0.01422800 1.09450000 0.01488800 -0.34400000 0.55283000 0.55283000 -0.00207840 -0.00207840 0.00180300 0.00180300 -0.00719580 -0.02151000 0.00194180 -0.00232570 0.00402430 0.00402430 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 -0.35795000 0.00000000 0.00000000 -0.00069303 0.45462000 -0.31354000 0.17642000 0.00124810 -0.68897000 -0.00981850 -0.04021000 -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 -0.00232570 0.00277450 -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 NA 7.6797074 11.0313396 11.1562686 11.1680458 10.8705412 10.9526349 1.1666512 11.0441774 3.7109552 1.3890161 4.5589533 7.5271188 9.2372059 10.5496218 13.7886513 5.0722473 11.7859406 9.3482041 9.0121275 7.0287581 10.9526349 1.1666512 10.8621559 5.7314222 8.2903281 6.8484614 9.8612741 8.5544396 3.7109552 12.0457103 7.6431274 6.7109579 9.1179223 9.6993182 9.4825420 6.7415465 0.1665869 5.8199849 NA 6.991066 11.267300 11.630620 11.392648 11.727448 8.162876 10.582538 11.387620 9.572488 10.713853 8.149631 10.641358 5.116173 12.100243 9.863026 10.381361 12.700163 9.496060 4.535873 10.332801 10.5205196 11.9013472 11.5804418 1.5816887 11.6425399 10.8737091 14.8241215 9.9364754 8.5271188 8.4145652 11.3667188 9.7486729 8.4627889 10.4427426 9.0110819 11.4772504 11.1297745 9.0152606 9.8056768 12.8303439 12.1251903 10.4291240 11.0042656 4.8484627 6.7715000 10.6681431 1.1666512 0.1665869 9.4589592 8.2398868 12.2310436 11.2762506 10.4415981 12.1520052 11.6999673 9.6895461 3.4396497 -0.4183113 9.9542626 8.9069805 9.3298679 8.5460158 4.6901992 11.1448714 11.3521325 11.2742906 12.0697663 10.9702306 10.7406003 9.5830833 6.7764317 10.1193789 3.6260653 NA 9.2237269 9.7507984 9.4365435 9.7263333 11.6401742 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 & neck squamous cell carcinoma 90 1975 2 white not hispanic or latino 3 5 NA NA 3 1 3 1 2 3 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 2.288734e-06 9.363002e-07 35.1063829787234 22.3404255319149 1.06382978723404 11.7021276595745 29.7872340425532 9.9192002 -0.6467896 11.0763805 1.6750933 1.3531539 10.1088682 7.8767079 7.7667740 7.9267935 16.6568823 7.1796942 8.6292706 6.7794108 NA 8.8309043 8.9806800 5.4181596 4.1080309 12.5025757 8.6362345 2.5230601 0.9380976 4.9381070 9.3920651 11.4993966 0.3530974 10.0527186 10.6081747 10.2562747 -0.6467896 2.5230601 9.4267388 NA 13.8966613 8.7709985 9.2098362 10.7227435 8.5939375 6.1986356 12.9030511 2.5230601 NA 11.9317547 9.1345059 3.8125804 12.5648823 5.7363316 11.6155346 5.2111290 0.3530974 1.3531539 3.4406068 1.6750933 15.4567179 15.7228143 12.8778580 10.2464476 12.8717993 -0.6467896 NA 4.8767085 10.6052201 10.0768070 11.9868225 9.8268519 3.6700132 14.9748546 18.2664534 11.7537587 -0.6467896 1.3531539 2.9381164 11.2456889 -0.6467896 9.6728183 5.7794121 11.0648389 10.7625371 10.4131665 14.6074366 9.2660355 3.7454632 4.9077367 10.9130011 0.9380976 9.9048544 12.5498604 9.9724491 11.8374656 11.9086939 NA 9.0793642 11.1059449 7.6974423 0.3530974 -0.6467896 7.9515336 6.1345064 8.1637176 9.2464478 10.0544526 10.3831234 3.9970033 NA 6.9456030 NA 9.7867316 7.8845277 13.1384964 12.1870245 9.2369501 9.6952208 -0.6467896 3.2600407 13.2499515 8.5454391 10.9376389 8.3304262 10.4217498 9.5540447 8.4219243 9.9220523 3.1605007 2.8125804 11.3329285 8.3699545 11.9676259 10.3210928 9.1939240 12.3091592 2.9381164 9.2126654 7.9567722 NA 10.6818211 0.9380976 0.02062300 0.02062300 1.06460000 0.11565000 0.11565000 0.22920000 0.22920000 -0.01009400 -0.01009400 0.00004301 0.00004301 0.00277450 0.57898000 0.57898000 0.57898000 0.53383000 -0.00041585 -0.56535000 0.51961000 0.51961000 -0.01436600 0.52713000 -0.01409000 -0.03381400 0.00000000 0.00000000 -0.01133500 0.16419000 0.49459000 0.49459000 0.72446000 0.02062300 0.02062300 -0.55166000 -0.01230000 -0.01230000 -0.01009400 -0.01009400 -0.00290910 -0.01076500 -0.01076500 -0.01076500 -0.00415460 0.11565000 -0.00235530 -0.02636800 0.29692000 -0.01009400 -0.01009400 0.00004301 0.57898000 0.57898000 -0.02411400 -0.11787000 -0.11787000 -0.00041585 -0.56535000 0.51961000 0.53995000 -0.56097000 -0.00733390 -0.58402000 -0.01409000 0.00917050 -0.00623050 -0.03381400 -0.61527000 0.00000000 0.43108000 0.43108000 -0.00830050 -0.27882000 0.19634000 0.16419000 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 3.2600407 6.8043569 10.6620540 12.5807621 11.4974857 10.2963935 10.2017691 11.2543901 10.9567725 5.3073411 0.9380976 5.1860370 8.5528185 11.0317463 10.9530589 15.2517947 4.1058959 12.2712640 8.3189305 8.4882141 8.7582875 10.2017691 -0.6467896 9.7106981 4.5625966 9.1941442 6.8767085 8.9986965 7.9782706 5.8288803 5.3073411 6.3865696 7.0878553 7.3755139 9.2126810 10.1524277 7.5479032 1.6750933 8.4616706 NA 7.392065 9.178105 9.765621 11.838221 12.288495 8.500351 10.753492 10.832421 9.788816 10.795053 8.905815 11.507964 5.343646 12.549860 11.236553 10.381052 12.900775 11.371694 6.067391 9.988864 10.2441703 11.0652432 12.6246091 0.9380976 11.5186813 9.7040854 14.7320810 8.6660290 8.3615749 9.2342601 12.4585636 9.5086095 8.9933910 10.5909536 8.8569720 12.5025757 9.9493359 10.2993214 10.4531514 11.9317547 12.5648823 9.4299617 10.2464476 6.0535849 8.1572772 11.7537587 1.6750933 NA 9.4392824 10.9484036 11.8374656 11.9086939 10.9902238 11.1059449 11.0273384 7.6292706 NA 3.1605007 9.5680602 9.2075781 11.4827511 9.7604139 4.1080309 9.7867316 11.1856406 9.6952208 12.5517446 10.8937585 9.9409236 9.0861614 8.1954962 10.8084733 1.3531539 NA 10.1931372 10.5560413 10.1262853 8.9879572 11.5494408 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 5 NA NA 3 4 3 3 NA NA 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 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 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 1.456467e-06 6.935557e-07 39.6825396825397 28.5714285714286 3.17460317460317 9.52380952380952 19.047619047619 7.45257237 0.07751647 11.03366726 NA 0.07751647 10.37291946 9.46841857 4.93551632 8.94378188 14.45014888 7.12556639 8.67744587 8.51077089 NA 9.01809138 10.41589817 6.03946524 3.19301472 11.94365296 8.63595387 1.66247897 5.03173042 1.66247897 1.49257106 11.10957891 -0.50737767 10.33845272 10.76403367 10.54920844 NA 0.81450941 7.90166460 NA 13.68632702 6.12192716 9.24689044 10.95353844 7.39343765 1.81450941 11.74508830 3.19301472 -1.50758276 9.72798663 7.69469427 0.49251979 13.45478891 8.61241959 11.64358724 3.13642110 -1.50758276 0.07751647 2.81448890 2.29991866 11.69392427 11.94449264 12.70795201 10.28088117 12.72048741 -1.50758276 0.07751647 1.07751647 9.61410412 9.33098677 12.52056304 10.06999948 NA 13.92937980 18.59634918 9.62956172 4.32545837 NA 1.29994795 11.47092365 -1.50758276 5.44676572 2.74049587 10.87807184 10.68424683 10.73336197 14.74591960 9.34588023 1.29994795 NA 11.38492375 -0.50737767 10.56168470 13.49682143 8.59978790 12.73164704 11.02004772 NA 8.79977150 11.41701207 6.30635157 -0.50737767 NA 10.40441951 3.19301472 2.81448890 9.51285619 9.64295260 10.47556423 4.79635375 NA 8.60631267 NA 9.64802136 7.51216129 12.59158966 11.18213193 9.31322839 10.36524558 NA -1.50758276 13.16245226 9.82963506 10.86489161 4.51493651 10.56093921 9.26660830 6.18605678 7.67247980 1.49257106 1.81450941 11.64485554 8.00629802 11.10105653 10.15434878 8.01023996 9.90778434 3.29991866 8.91974736 8.25909967 NA 10.51597850 NA 0.00329570 0.00329570 2.41680000 0.02539000 0.02539000 0.02848100 0.02848100 -0.01958900 -0.01958900 0.02174400 0.02174400 0.02398400 0.00995340 0.00995340 0.00995340 -0.05266600 0.00055459 3.65690000 0.00930980 0.00249690 -0.85011000 -0.85011000 -0.02384000 -0.06477700 0.00958830 0.00958830 -0.03163200 -0.14836000 -0.04195000 0.01544700 0.01153900 0.00329570 0.00329570 0.00235810 -0.02013800 -0.02013800 -0.87080000 -0.87080000 0.00041593 0.03863000 -0.81876000 -0.81876000 -0.81876000 0.02539000 0.02539000 0.02539000 -0.86877000 -0.01958900 -0.01958900 0.81181000 0.00995340 0.00995340 0.03538300 -0.02951600 -0.54532000 0.00055459 -0.87182000 0.00249690 -0.85011000 -0.85011000 0.06379500 0.00939510 -0.02384000 -0.04211000 -0.05104600 -0.06477700 -0.06477700 0.00958830 0.54665000 -0.18043000 0.00221930 -0.14836000 -0.14836000 -0.14836000 -0.545 -0.545 -0.865 -0.865 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 -0.113 0.000 0.000 2.339 2.339 0.000 -0.819 0.000 0.000 -0.866 -0.523 -0.533 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 -0.545 -0.545 -0.865 -0.865 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 -0.113 0.000 0.000 2.339 2.339 0.000 -0.819 0.000 0.000 -0.866 -0.523 -0.533 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 NA 7.796351 10.899573 12.239610 11.340215 11.047639 10.916999 2.077516 10.611836 1.299948 3.299919 5.632123 6.536965 10.891849 11.065744 15.171611 3.618967 11.640571 8.016132 8.624016 6.777973 10.916999 1.492571 9.667496 1.662479 8.560435 4.642320 9.560986 7.569226 5.150783 NA 6.803320 7.595859 8.295087 8.858893 9.397958 7.684864 2.492571 6.458124 -1.507583 5.273930 9.307153 10.049019 12.195825 11.429393 7.347439 10.053381 11.257857 6.880588 10.272290 8.280473 10.632761 5.392228 13.496821 10.024440 10.250377 12.572591 11.932531 1.662479 9.925634 11.9413323 12.2024084 8.8534178 0.4925198 11.5992972 10.7966368 15.1199177 10.0122069 9.2657100 8.5586599 12.5530133 10.3593203 9.5280571 10.3583039 10.1614557 11.9436530 10.3839747 10.3956994 6.9437819 9.7279866 13.4547889 9.9622125 10.2808812 5.6524406 5.1507830 9.6295617 1.0775165 NA 8.7952095 8.5190941 12.7316470 11.0200477 10.3794104 11.4170121 11.3165349 7.8167514 0.4925198 NA 8.5288955 8.2464394 9.4525726 7.3286211 1.4925711 9.6480214 11.1015185 10.3652456 12.8520457 12.3737802 11.0638493 6.9146351 7.2407637 11.3685120 -1.5075828 NA 9.2541218 9.2685923 9.7081038 9.3675521 12.2922570 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 & neck squamous cell carcinoma 45 1942 0 white not hispanic or latino 2 5 3 3 3 4 3 3 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.045989e-06 6.935557e-07 31.25 22.5 3.75 23.75 18.75 8.4193269 NA 10.3822181 0.8469546 2.7214164 10.5629047 7.9166164 6.0693348 8.8618930 15.6583341 7.5973703 7.9094383 8.3547373 NA 8.3989711 10.0669178 4.1199620 3.9058322 11.3203102 9.3678887 2.8469345 4.1688747 8.5951355 4.1199620 11.8452981 -0.7379277 10.4155322 10.8917921 9.8967912 -0.7379277 3.5099112 9.1010738 -0.7379277 13.9084264 8.2619802 9.2248762 11.9022251 8.0400573 4.8469446 12.4996383 4.2619821 -0.7379277 13.8489958 8.5996020 2.5839041 11.6502666 8.8373870 12.2297468 7.2898861 NA NA 5.0168662 1.5839041 15.0711414 15.2681414 12.4926011 10.6808869 13.2370221 NA 1.5839041 5.2619821 11.0218683 9.6966084 12.2322659 10.4456156 NA 17.8476103 17.6763021 10.5708880 0.2619520 1.2619520 0.8469546 11.7595826 NA 7.8618927 5.0948694 11.6792868 10.8549044 10.2850414 15.5050426 9.3757224 5.4714346 4.1199620 10.5560265 NA 9.9449748 12.8286051 9.0563960 12.9706330 11.8558381 NA 8.9606849 11.9708485 6.5473820 -0.7379277 NA 6.9417413 5.8913366 4.0693327 10.2118069 9.6756081 10.6559069 2.0693241 -0.7379277 7.0628805 NA 10.4536564 8.4218515 12.6379699 11.9956311 9.9860506 10.6981712 NA 2.5839041 13.0456946 8.5748633 10.8558381 7.5240746 10.5481567 10.4919646 12.9763330 9.9580784 4.1199620 2.9624195 11.2700586 8.5973706 11.7550851 9.8940667 9.3186178 11.2118069 1.5839041 8.8100700 8.5771297 NA 11.9506676 -0.7379277 0.04783600 0.05409100 1.58730000 -0.03231400 1.06400000 -0.04670400 -0.04670400 0.00910760 0.00499690 0.01950300 0.01950300 0.01950300 0.00346870 -0.00535300 -0.00535300 0.70026000 0.16640000 3.65690000 0.01251600 0.01265500 -0.70469000 -0.04007300 -0.00415460 -0.02685100 0.01810300 0.01659900 0.01782400 0.02034300 -0.00362950 -0.00362950 0.02216400 0.03735900 0.03735900 -0.71337000 0.00555290 -0.00069011 -0.32519000 -0.32519000 -0.40144000 -0.40144000 -0.34354000 -0.34354000 0.03045100 0.02258500 0.02258500 0.02258500 -0.01595600 0.04018500 0.00249690 0.01950300 -0.00535300 0.69521000 -0.38437000 -0.38437000 -0.00088859 0.16103000 -0.57139000 0.01265500 -0.01739100 -0.70469000 0.09304000 0.12564000 -0.00415460 -0.03227200 0.00277450 -0.02685100 -0.00774820 -0.01138100 -0.77643000 -0.01560400 -0.35305000 -0.04942800 -0.04942800 -0.04942800 -0.383 0.000 0.109 -0.420 0.000 0.000 -0.678 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 -0.678 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 NA 7.6840452 10.6178818 12.6257043 11.5299373 10.4237419 10.7064775 0.8469546 10.6660574 5.6018302 -0.7379277 4.0693327 7.1927179 9.9476051 10.5560265 14.5311069 2.6011260 11.4796350 9.9983821 8.8560249 7.2506651 10.7064775 NA 10.1875346 3.8469446 8.5878026 6.5287666 9.6510738 7.4753273 4.7538345 NA 7.6499976 5.7697744 8.8375195 8.8525673 9.1492007 7.4369056 0.8469546 3.8469446 -0.7379277 6.8242230 10.5737285 11.6895549 12.4867356 11.6073854 9.0644965 10.8204009 11.7157653 8.6456844 10.6134716 6.9966893 10.7452921 5.0900531 12.8286051 10.0837541 10.4085488 12.4086141 12.4125208 1.2619520 10.4142650 10.2605706 11.7437796 11.2471105 1.5839041 11.9476050 9.8232682 15.0380525 9.5205462 8.9983820 8.8581700 11.8091157 9.9070981 8.3964066 10.6343011 9.3467885 11.3203102 11.3263861 10.4449952 9.7707653 13.8489958 11.6502666 10.1430941 10.6808869 5.2161755 7.9589476 10.5708880 5.2843476 NA 9.3145481 9.3467885 12.9706330 11.8558381 10.8840320 11.9708485 12.0324376 9.1867927 -0.7379277 -0.7379277 9.4054144 9.8572377 9.1059012 8.5928969 3.7855401 10.4536564 11.3606703 10.6981712 11.8530349 10.7593330 10.3084221 8.5996020 6.0301639 9.5566009 0.2619520 NA 8.2506651 9.0290058 10.0059731 9.7183346 11.6551025 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 & neck squamous cell carcinoma 43 1963 0 white not hispanic or latino 3 3 3 3 2 2 1 3 3 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 6 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 6 4 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 0 0 0 0 0 0 2.150023e-06 5.201668e-07 32.0512820512821 21.7948717948718 2.56410256410256 29.4871794871795 14.1025641025641 10.8726618 NA 10.6491513 1.4455678 2.1236331 9.9839414 3.7085956 7.8617228 8.1348575 15.8440617 7.1123154 7.1789128 5.8650973 -0.8764662 9.1250386 8.9374115 4.9816107 2.7085846 3.3715589 8.3548515 1.1236000 NA 9.9180463 5.8785169 11.4308312 NA 10.4336750 10.5998703 10.7534423 NA 4.5159458 8.7277387 NA 10.5404279 8.1348575 8.9939950 11.7780427 7.3715580 5.0543666 12.6339001 0.7085846 NA 13.7276623 8.0395097 NA 11.0443554 10.2583968 11.8538882 6.8378764 1.1236000 NA 2.5830617 1.1236000 15.0715625 14.6385737 12.5215724 10.5743262 12.9401141 0.7085846 -0.8764662 2.9309833 10.1863511 8.7475119 11.6618193 9.6953830 2.6547105 18.9634093 18.4861993 10.4517443 NA 1.9310022 0.1236662 11.6635162 NA 7.0661452 5.4455579 11.9293884 11.2173781 10.4833800 15.8952488 9.5213050 2.5830617 1.7085846 10.7982641 NA 10.1782347 11.9060021 8.9970745 11.6229780 12.1202804 NA 8.4090328 11.1158606 7.9596809 NA NA 5.9565214 9.1292549 3.9309833 8.9245302 9.6194855 10.8502743 -0.8764662 NA 0.7085846 -0.8764662 10.8417351 8.7548074 12.8534635 12.0176902 10.3967033 10.8613003 NA 1.1236000 13.8014601 7.3035397 10.8776828 9.0676102 10.2913747 10.0481089 5.7960552 10.9176401 4.1236331 1.9310022 11.2932423 9.1193974 11.8751745 9.7942867 8.9986119 11.9661772 1.7085846 8.6563369 8.6274562 NA 11.2666947 NA -0.00249380 0.00430210 0.00485790 0.00166420 0.00166420 0.00332990 0.00332990 0.00944910 0.00944910 0.19634000 0.19634000 0.20916000 0.00180300 0.00180300 -0.00539920 -0.00539920 -0.00816240 -0.00885260 0.00000000 -0.00055444 0.00083195 -0.00843850 -0.00484610 -0.02246900 -0.00277070 -0.00277070 0.00861350 0.02918400 -0.00294110 -0.00294110 -0.02151000 -0.00249380 -0.03735400 0.00305220 0.00485790 0.00485790 0.00485790 0.00485790 0.00379190 0.00379190 0.00379190 0.00379190 0.01098200 0.00166420 0.00166420 -0.01161100 -0.00193990 0.00903120 0.00903120 0.19634000 -1.29290000 -0.00539920 -0.00622860 -0.01220600 -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 -0.00995650 -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 NA 6.623476 10.127148 11.194087 11.068708 10.135556 10.651107 3.293562 11.133809 7.060268 NA 3.981615 6.533021 9.658906 10.277816 14.516183 3.596768 11.345217 7.635383 8.570135 5.943809 10.651107 NA 10.145998 4.030521 9.515883 7.030521 9.710470 7.032323 3.708596 NA 7.409033 5.549894 8.853251 9.333084 9.864254 6.583062 1.708585 1.445568 NA 6.574842 11.518897 11.323913 10.396260 12.596956 9.209767 14.574068 11.209767 8.369183 10.846865 6.752987 11.315923 2.992515 11.906002 9.491045 10.239974 13.107827 10.230847 3.211090 9.999380 11.3452175 12.2814510 11.0465864 -0.8764662 11.7385703 11.1560205 14.8731843 8.3596446 9.3306447 7.9784988 11.9135715 9.2578258 7.8984176 10.5154110 8.8498486 3.3715589 10.7566256 8.6491513 7.5330213 13.7276623 11.0443554 10.0937363 10.5743262 5.4274117 5.5665747 10.4517443 2.7085846 NA 8.5624222 10.3153065 11.6229780 12.1202804 11.0701712 11.1158606 11.3431015 10.2315013 NA NA 9.5532359 9.1748393 9.0214758 7.7346554 6.1897198 10.8417351 11.2622222 10.8613003 12.2062784 10.5425371 10.3548516 8.5748414 6.6550112 10.1789128 1.4455678 NA 8.9131641 8.8185627 10.1334590 9.5551280 10.8348671 7.3035397 10.1829749 5.9565214 TCGA-CQ-5325 65 1 654 NA head and neck stage i t1 n0 NA male 2007 NA no head & neck squamous cell carcinoma 49 1958 0 white not hispanic or latino 3 1 5 2 4 1 5 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 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 1.803245e-06 4.508112e-07 9.23076923076923 15.3846153846154 1.53846153846154 32.3076923076923 41.5384615384615 10.3352983 NA 10.2657919 3.9833129 5.4633053 10.0774601 NA 8.0300060 8.4042705 17.3427519 7.1532379 7.1532379 8.5587528 3.9053124 9.6195561 10.7119496 5.0207866 4.6422741 10.0685409 8.2312404 5.0207866 2.7353922 8.2784174 3.5427409 11.0167360 -0.2646511 10.3953814 10.2550217 10.4375582 NA 3.5427409 8.7614109 NA 13.1058005 10.5208380 9.4835784 11.1136804 9.4684009 8.1362647 11.1752164 5.3500941 NA 13.1851790 9.3900215 4.0573116 10.7396060 7.5612986 11.4839977 6.6779000 -0.2646511 -0.2646511 4.7797798 NA 16.4459222 16.8597381 12.2609063 10.0425863 12.8409667 NA NA 6.0207866 10.7176661 8.8439101 11.0696588 9.1968649 5.0014240 17.5263130 18.7891099 12.8522168 NA 3.3203547 -0.2646511 11.8762153 NA 10.8135363 6.5682754 11.0920301 9.9276783 10.4332219 15.4850978 9.3864372 5.4633053 4.1276993 11.0265562 NA 9.8977768 11.6347424 9.4667046 11.2716327 11.7051318 NA 8.2510852 10.7501034 3.9053124 NA 1.7353922 7.4976682 5.9642045 11.0718921 9.3128142 10.1190897 10.3927039 2.9053124 NA 6.3500959 NA 11.1850500 8.0482683 12.6975585 11.3560636 9.3366735 11.4055991 NA 6.5035698 13.3692889 7.8175344 11.6042081 8.0885323 9.9939515 10.2731087 8.6601981 11.3670173 4.0573116 2.3203403 10.2461496 7.6180286 11.7087241 10.1038919 8.8041639 12.6151602 2.9053124 8.8956855 8.9103111 0.7353489 10.5306135 2.3203403 -0.00221680 -0.00221680 -0.02137300 0.00013863 0.00013863 -0.01119800 -0.01119800 -0.00069303 -0.00595220 -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 0.01221400 -0.13587000 -0.13587000 -0.00304750 0.00767410 0.00097064 0.00083195 0.00083195 -0.00221680 -0.00221680 -0.00256960 -0.17816000 -0.02137300 -0.02137300 -0.02137300 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 0.00013863 0.00013863 0.00013863 -0.01119800 -0.00595220 -0.00595220 -0.18219000 -0.14335000 0.16655000 -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 0.01221400 0.04386500 -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 0.023 0.000 0.000 0.000 0.000 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 0.023 0.000 0.000 4.3792397 7.2667669 10.5808756 11.5302075 11.5777358 10.4095777 10.4470524 11.1689710 11.4628806 7.6601977 -0.2646511 3.0573116 8.6749648 11.0813451 10.4658556 13.8106975 5.0274328 11.9359776 9.9165377 8.9642042 8.4042705 10.4470524 NA 10.8061773 5.4078116 8.2952216 9.6866702 10.1125960 5.9137008 2.9053124 -0.2646511 6.9833129 6.1948179 8.7155252 11.0533634 9.2957184 7.1700142 3.1948120 7.7069290 NA 10.3147014 11.3510151 11.1731324 10.6594557 11.1287760 9.5871345 10.2599272 10.9731929 10.8736573 10.5475628 8.0973295 10.8115330 3.3512750 11.6347424 10.3500953 9.7852340 12.6609622 5.7577540 0.7353489 9.1700137 10.9898236 11.5933665 11.7173095 1.7389840 11.2019718 10.6203192 14.4480194 9.9202608 8.3792419 8.6982813 11.5439475 9.0248280 8.1989101 10.0606909 8.5002571 10.0685409 10.9338306 8.4802195 11.7336233 13.1851790 10.7396060 9.9289109 10.0425863 5.7353868 9.8347333 12.8522168 3.7353814 0.7353489 8.6572266 9.3629193 11.2716327 11.7051318 11.5338573 10.7501034 11.1212479 9.1147639 5.1277034 3.6422741 9.3082751 9.0730075 12.5621326 10.0437245 6.4768531 11.1850500 11.3542298 11.4055991 11.9347511 10.7886326 11.2029911 9.6910354 6.9833129 10.6111348 7.4288727 2.0573116 1.3203691 9.5852129 9.6587129 9.2192012 10.4650063 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 & neck squamous cell carcinoma 40 NA 19 white not hispanic or latino 1 1 1 1 1 3 4 3 1 2 0 0 0 0 0 4 0 5 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 4 0 5 0 0 0 0 6.172646e-06 2.739545e-06 17.7606177606178 57.9150579150579 1.54440154440154 10.8108108108108 11.969111969112 10.0208479 NA 10.0897804 1.2642962 2.2642962 10.2866594 2.0012618 4.1387571 9.2633521 15.8224332 6.9507915 7.6961371 9.1243439 NA 10.1233086 8.0057587 4.5619737 -1.3208465 6.2339187 10.1851406 3.0012618 1.2642962 9.1861326 10.1646552 11.9436250 1.2642962 10.6404169 10.6623227 10.5181390 -1.3208465 2.0012618 9.3960199 3.7237224 13.5888940 8.5543103 9.2367545 11.9964590 8.8887825 6.6100666 12.2069282 3.2028878 NA 13.4368232 8.6494348 NA 11.5224650 7.0725046 11.7519641 7.4963129 -1.3208465 NA 5.3375398 2.6793337 15.5072173 15.6451338 12.2839541 10.1055938 13.6704522 NA -1.3208465 1.8492387 11.8500365 8.9033306 9.8214361 9.9693480 -0.3206663 18.4111916 18.9851704 11.7593137 NA -1.3208465 0.6793337 12.7370670 -1.3208465 6.4866838 8.1325995 11.2024131 9.9337672 10.2944989 16.7089236 9.5981923 6.3446652 1.8492387 11.0540969 0.6793337 10.8392004 11.6461481 10.1264123 11.1011309 12.5896907 NA 8.4606889 11.3175387 7.6905561 NA 0.6793337 5.1583007 5.0191770 4.9461179 9.1930566 8.6130196 10.1776796 -1.3208465 -1.3208465 7.2028908 -1.3208465 11.3680164 10.0035096 12.3237487 11.9666085 9.7305924 11.2291137 NA 0.2642362 13.0055478 8.1118712 11.7291776 8.5404160 9.8265340 10.5299144 9.9548715 11.4653944 2.4866886 1.2642962 9.3168596 7.6651710 12.5324436 10.1646552 8.7839277 12.0506973 2.0012618 9.1453239 8.9785372 NA 11.1628929 1.6793337 -0.0193140 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9.7238734 8.3375407 10.2170328 8.7982702 6.2339187 11.4404647 8.1034955 6.8542550 13.4368232 11.5224650 10.4004282 10.1055938 5.9831099 4.9081500 11.7593137 NA 1.4866629 9.3832325 9.4291985 11.1011309 12.5896907 11.5910955 11.3175387 11.5193201 10.4051214 -1.3208465 0.2642362 9.4717697 7.3901354 11.1256370 2.3797596 5.2184867 11.3680164 12.2909302 11.2291137 12.4771932 10.7574799 10.4713059 10.2647611 7.8642041 9.5287342 -0.3206663 -1.3208465 0.6793337 8.1391707 10.2286325 10.6137571 11.3605675 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 & neck squamous cell carcinoma NA NA 9 asian not hispanic or latino 3 3 2 2 2 1 2 1 3 1 0 0 0 0 0 0 6 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 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 4 0 0 0 6 7 0 6 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 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10.3271404 10.8669665 5.9652648 6.4023282 11.7844607 0.9429086 NA 8.7176833 8.1789108 11.0326779 11.7761818 11.1587327 11.1317942 11.4084628 9.3806485 1.9429086 3.3352117 10.2058310 7.8255395 10.1215612 5.9201766 4.0303626 10.7007030 11.4056542 10.5502266 12.8849526 10.9258900 10.6652770 9.5984270 6.3858400 10.7915193 3.7502528 NA 5.6843643 9.9460417 9.5594452 9.3554663 11.1314852 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 6 1 1 4 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.040334e-06 3.467779e-07 40 5 7.5 35 12.5 10.2251709 NA 10.4149597 3.8144786 4.7287477 11.0149021 2.9213982 5.8555014 9.3971235 16.5104644 6.9278159 7.7578913 7.2688535 NA 9.4449521 9.8871745 4.9469273 3.1140338 11.4710373 8.5318879 3.2014927 NA 9.7351713 9.0492003 10.7641895 1.1140338 10.9962962 10.2933223 10.1419412 NA 3.1140338 8.3480142 NA 13.1172018 8.6952359 10.5127790 10.1787780 8.1280557 6.7213658 9.8153417 2.6989963 NA 10.9917028 8.0358762 0.1141005 9.9548131 3.5335758 11.8838731 5.3428534 NA -0.8860329 6.7935149 2.8144684 16.0403656 16.7547625 12.1843239 10.4885314 11.5234262 NA 0.1141005 4.6375987 11.5106400 8.9278165 10.5902752 9.5988581 0.1141005 16.8445452 18.4328627 11.2091025 NA 3.3619648 0.1141005 11.6245522 NA 8.7250601 5.6838901 9.1776057 9.3901597 10.3866650 14.4788881 9.2877124 3.6989963 6.4178154 10.8381227 -0.8860329 9.4200969 11.3712139 8.7269037 9.8170737 11.1164987 0.1141005 8.1774305 10.5009755 7.5611184 NA NA 6.2022414 5.2637819 8.0769310 9.6128845 10.4449521 10.9905522 0.1141005 NA 6.4977401 NA 10.9901684 8.5549046 12.9913194 10.4896178 9.4186603 10.6691037 NA 2.9213982 13.4137441 7.8722587 11.7248294 10.2625119 10.4429514 10.3643336 5.8689238 12.1883440 3.1140338 1.9213982 11.3728957 9.9477160 10.9739582 10.2883368 9.4359634 11.9498883 2.4359752 9.5724111 9.0769313 NA 9.5734669 1.1140338 -0.0044312 -0.0044312 0.4850900 0.0044411 0.0044411 0.4703200 0.4703200 0.9555000 0.0011093 -0.0955160 0.9220900 0.9220900 0.4275500 0.4275500 0.4275500 -0.0725170 0.4621200 0.9328400 0.4703200 -0.0155420 -0.0186280 0.4292300 -0.0412950 -0.0446860 0.0172640 0.0172640 0.8820600 0.1670000 -0.0346160 -0.0120240 -0.0120240 -0.0044312 -0.0044312 -0.0238400 -0.0278080 -0.0278080 -0.0278080 0.0000000 -0.0264410 -0.0264410 -0.0047079 -0.0047079 -0.5430000 0.0044411 0.0044411 -0.0151910 0.4703200 0.0011093 0.0011093 -0.1312300 0.4275500 -0.0546900 -0.0633010 -0.0384420 0.2636600 0.4571700 -0.0431950 0.4369900 -0.0186280 -0.0186280 -0.0293110 0.4277200 -0.0412950 0.4481600 0.4481600 0.4099400 -0.0575200 -0.0261900 -0.0327230 -0.0503700 -0.0331320 0.1518800 0.1518800 0.1670000 0.000 0.174 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 0.152 0.152 0.000 0.174 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 0.152 0.152 0.6990185 7.2989103 10.6589997 9.7926354 10.9657843 10.7013440 11.5701329 8.7470305 11.6336715 8.7213655 0.1141005 1.6990185 7.1083885 8.6762776 10.4605490 12.4652506 3.5193532 11.0920306 7.6493108 9.0920163 6.3038593 11.5701329 NA 11.2034857 3.9213887 9.0596254 7.7027496 9.1706730 6.8233265 3.6989963 NA 7.9997317 6.4086558 8.5958348 11.2848992 10.0171639 7.7614934 2.4359752 4.3234854 -0.8860329 5.7722473 11.3548266 13.0260797 8.6415121 10.5234262 9.6647820 10.1231640 11.1898486 8.5714163 10.4609921 7.7470302 10.2251709 3.9947245 11.3712139 10.1988437 10.6228204 12.7469737 8.4086558 4.6686241 9.4901605 11.1023649 11.5897687 10.2277774 0.6990185 10.3860818 10.8338519 14.3192542 8.5276631 8.4561100 8.7064922 11.1311917 9.1231921 8.0328987 10.5308327 8.9766727 11.4710373 10.3106373 8.5693624 7.2586932 10.9917028 9.9548131 10.5912876 10.4885314 5.8689238 5.9844002 11.2091025 0.1141005 NA 8.6628570 9.9859405 9.8170737 11.1164987 11.6824664 10.5009755 11.3889957 10.1034297 2.1140338 1.4359486 9.5164718 7.7360873 10.7762586 5.6838901 3.7578873 10.9901684 11.7139481 10.6691037 11.6490676 10.5887552 10.8053426 9.8994877 7.9720165 10.0291677 0.6990185 NA NA 8.8484402 9.0506731 9.7222901 10.9274156 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 & neck squamous cell carcinoma 21 1968 3 white not hispanic or latino 1 3 5 2 4 1 5 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 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 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 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 2 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 4 0 0 0 0 2.080667e-06 6.588779e-07 35 11.25 3.75 28.75 21.25 11.6672937 0.7668919 10.0858494 3.9893207 4.3112488 11.5167995 0.7668919 7.4811754 8.6657832 15.8146504 6.6738207 7.9989514 7.7631679 2.6414073 9.5710611 8.0858495 4.7898909 3.9893207 11.5841802 9.1749060 3.1819612 1.1819930 11.7033226 6.8040187 11.1314295 2.1819612 10.9852914 10.4387659 10.2527593 -0.8180706 4.9098883 8.4304881 NA 14.0591078 11.0176232 9.7678689 11.4224608 9.0101040 7.4487540 10.0971000 3.8258263 NA 12.6582074 8.0492463 1.5039084 10.0956050 6.1236600 11.7367962 7.3112506 0.1819294 -0.8180706 3.5742832 -0.8180706 14.5388637 15.0400032 12.0972942 10.8737110 13.2771173 0.1819294 0.1819294 5.2694297 11.2970112 9.6082323 10.6917426 9.8003530 NA 17.2279298 18.1278000 12.1165798 NA 3.5038957 2.3518827 11.5529273 -0.8180706 11.2188280 6.6165959 11.5366054 10.6708118 10.5179161 16.2465629 9.4903066 5.9234345 3.2694372 11.1112259 -0.8180706 10.5334589 11.4551308 8.8737111 11.3443588 12.1547679 -0.8180706 8.5038957 11.0952310 6.8185924 NA 2.1819612 7.2749884 6.3914206 10.8104131 8.6857934 10.3468745 11.1699420 3.1819612 1.5039084 4.1819692 0.7668919 10.7980568 7.2957093 11.9118007 10.3361527 9.5300871 10.0360567 NA 4.7669290 13.0834001 6.8543934 11.6383220 9.8702178 10.3993195 9.6937202 9.6019277 11.7989758 4.6082297 1.9893207 9.9869052 9.0691882 12.1910963 10.0523322 9.2126348 12.6468961 3.5038957 8.9128112 9.6495731 1.1819930 8.5807112 2.6414073 0.01153900 0.01153900 0.04627500 0.67641000 0.67641000 0.01670500 0.01670500 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 -0.50299000 -0.23745000 -0.00373950 0.00000000 0.00000000 0.85482000 0.04726800 -0.00456950 -0.07566100 -0.11730000 0.01153900 0.01153900 0.01153900 -0.49094000 -0.47311000 -0.47311000 -0.45854000 0.00805670 0.00754250 0.02342600 0.02342600 -0.46270000 -0.53612000 -0.00940460 -0.00940460 0.01108700 0.00805670 0.00805670 -0.25854000 0.23179000 0.23179000 -0.08930200 -0.08930200 -0.08930200 -0.00571690 -0.00097017 -0.00110870 -0.46834000 -0.46834000 0.15173000 0.15173000 -0.23496000 0.21806000 0.21806000 -0.00373950 -0.00373950 0.00000000 -0.22121000 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 -0.237 -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 -0.237 -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 4.0399455 6.3418381 10.7556147 10.2243109 11.0676639 10.6882751 10.8636452 11.4722744 10.8627666 8.9715013 -0.8180706 1.7669343 6.4487540 9.3189587 9.9141350 13.0539690 3.5289213 10.8131446 8.1332522 8.7426443 7.2480566 10.8636452 2.8824083 10.9860985 4.8258212 8.5234420 8.9081857 9.6847993 7.8777528 3.9368546 -0.8180706 7.9860986 4.1819692 9.0722318 11.1056664 8.9132865 6.6976668 2.9893207 5.8113246 NA 7.868468 11.950152 12.540198 7.220886 10.936020 10.005335 10.451679 11.390507 9.454597 10.651101 8.446410 9.943519 4.378886 11.455131 10.289838 10.232496 12.573543 4.503896 3.825826 9.822212 11.3437293 11.8410715 10.0235319 0.7668919 11.4422991 11.0691881 14.1538680 9.2453626 8.9501520 9.0461538 11.3147886 8.9418558 7.9468390 10.3086720 9.1156581 11.5841802 10.4233549 8.3035009 6.8684682 12.6582074 10.0956050 10.2720799 10.8737110 5.9633261 6.6657836 12.1165798 2.1819612 0.7668919 8.5656718 10.1791470 11.3443588 12.1547679 11.1656737 11.0952310 11.5190319 9.6134652 5.1127043 6.3112506 9.7704386 8.1097455 12.6699331 4.5038957 5.2694297 10.7980568 11.6142484 10.0360567 12.0301992 10.6688026 10.5580929 10.1910964 7.3568930 10.2681038 6.8113246 1.5039084 0.1819294 9.7626878 9.5284813 10.0569488 11.2119449 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 & neck squamous cell carcinoma 15 1952 NA white not hispanic or latino 3 1 4 1 2 3 2 3 2 3 0 0 0 0 0 0 4 0 0 7 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 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 4 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 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 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 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 3.538856e-06 1.00314e-06 14.5348837209302 58.1395348837209 6.3953488372093 13.953488372093 6.97674418604651 9.6118076 NA 10.2792901 0.1767057 0.9840424 10.2451007 5.9382105 6.3714142 8.5429804 16.6055663 6.6804833 7.2877936 7.3664831 -1.8231666 10.4492881 9.4120742 4.9429883 2.9840060 9.4620605 8.8943346 4.1308568 -1.8231666 6.4895413 2.7002177 11.1640999 0.4985572 10.6434994 10.4991498 10.8666562 0.1767057 2.0835538 9.3395343 0.1767057 14.0485875 10.1875359 9.3515464 11.7167863 9.6340390 5.9580190 11.2045642 2.0835538 NA 13.0803518 8.7070647 -0.2383743 11.1197225 9.5875919 11.8515126 6.1822831 1.4986083 -1.8231666 6.3664831 1.9840060 16.4983962 16.8856260 12.1972910 10.8866036 13.0421499 0.4985572 NA 3.9315412 11.2863257 9.7977943 11.2017978 9.5516977 2.5689806 18.9024805 19.3416210 13.1559941 NA 0.1767057 0.4985572 11.8729738 NA 8.2400533 8.0032070 11.5180019 10.2268470 10.3101216 15.5292966 9.5786044 1.4986083 2.9840060 11.1110863 NA 10.1073956 12.8371857 7.9497975 10.6232246 12.2784698 NA 8.4174496 11.6730127 1.9840060 NA NA 6.9645604 5.2746903 5.6923574 8.8069253 10.1373843 11.1480222 -1.8231666 NA 4.4620589 -0.2383743 11.3997549 8.3440766 12.4597466 11.7391392 9.9035448 10.9938418 NA 5.2641198 13.5889634 7.7060884 11.1871863 7.2045643 9.8454413 10.6004123 9.7821377 11.0103390 4.2427473 -0.8234219 10.3203603 8.1510729 12.3271195 9.2975441 9.6034472 11.8283827 2.1766738 9.4733565 9.0790332 NA 11.8055594 2.2641160 0.04046800 0.47615000 -0.00346270 -0.00249380 -0.00249380 0.25558000 0.25558000 0.03425400 0.03425400 -0.00912860 -0.00912860 0.24716000 0.00296510 0.00296510 0.00296510 0.01042400 -0.00249380 -0.00249380 0.00180300 0.00144330 -0.00774820 -0.00774820 0.00277450 -0.00055444 0.02146300 0.02146300 0.00319100 0.01880300 0.00000000 0.00000000 0.00000000 -0.27248000 0.23442000 -0.01265200 -0.00207840 -0.00207840 -0.00346270 -0.00346270 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00249380 -0.00249380 -0.00138580 0.25558000 0.03425400 -0.26143000 -0.00912860 0.00296510 0.00296510 -0.00373950 -0.00373950 -0.00373950 -0.00249380 -0.00249380 0.00144330 -0.00774820 -0.00774820 -0.00027724 -0.00027724 0.00277450 0.00166420 0.00166420 -0.00055444 -0.00055444 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 NA 7.5881689 10.3273575 12.1712769 11.7344809 10.5178991 10.9785686 0.1767057 11.0192050 5.4804396 0.1767057 -0.2383743 7.4006600 10.1213703 10.3915844 13.0810577 6.5205103 11.5006981 8.2045643 8.8263006 7.6196016 10.9785686 NA 10.7922879 5.3059413 9.3858618 8.9637446 10.1962490 6.8700404 0.1767057 -1.8231666 8.2534741 4.0835453 9.2674323 10.4678290 9.6324991 7.3340051 3.3059413 -1.8231666 NA 8.470130 11.007371 11.545709 10.962519 11.855478 8.383673 11.270736 10.023324 9.605542 10.951445 6.300779 10.845986 4.375936 12.837186 9.638649 10.308837 12.280884 9.376944 4.684454 9.892620 10.7684143 11.7647873 12.2087901 0.9840424 11.4170024 11.4394872 14.3104810 9.0714760 8.2251452 8.6695130 11.2410642 9.1298435 7.9113680 10.3587391 7.9315460 9.4620605 11.2109414 8.4562690 8.8428824 13.0803518 11.1197225 10.2923522 10.8866036 5.8132835 8.2224177 13.1559941 -1.8231666 NA 9.3085151 8.8419942 10.6232246 12.2784698 11.3599835 11.6730127 11.6869279 9.6839573 3.1766579 NA 10.3450295 7.8005395 9.6457912 8.1279427 2.8770964 11.3997549 11.7200526 10.9938418 11.8112424 10.4761525 10.0566243 9.9323804 6.7350794 10.5644064 7.7616210 2.3465882 1.3465882 9.6114636 10.2316016 10.0079655 10.7604462 6.5603619 9.2733735 4.3264079 TCGA-CQ-5332 87 1 317 NA head and neck stage iii t3 n0 NA male 2008 NA NA head & neck squamous cell carcinoma 90 NA 0 white not hispanic or latino 1 4 3 2 3 2 1 2 3 3 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 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 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 4 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 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 4 0 0 0 0 3.260206e-06 1.086735e-06 29.6296296296296 16.6666666666667 2.46913580246914 24.0740740740741 27.1604938271605 8.5862386 NA 10.7695485 0.6185206 4.9643062 10.1163839 6.2527373 5.5881569 9.1499135 13.7471171 8.2862348 7.4471973 7.6445947 NA 8.5512388 8.5413642 5.3554991 2.2034831 3.4258889 8.4194319 0.0335111 1.8409264 11.6626985 4.0779607 11.1931256 2.8409264 10.6895474 10.4878689 10.2295568 0.0335111 5.3734185 8.1384566 NA 14.3875778 7.7817623 10.6620151 10.7331420 7.0724885 7.4172736 11.6241566 3.8409264 0.0335111 11.7501747 8.7235674 NA 12.5200275 7.0644022 12.9691029 7.2909570 NA 0.6185206 2.3554956 1.0335816 12.7615878 12.5844221 12.6136432 9.6005749 12.7808185 NA 4.3189748 5.4086100 9.0079843 8.4577359 11.7333588 9.7800838 NA 18.8057955 18.0953231 10.3538059 NA 3.5571282 0.6185206 12.5895965 NA 7.0669922 2.4930068 10.4003288 10.1375130 10.4280322 14.3550749 9.5123391 4.6482814 3.1210320 10.2116119 2.0335816 10.4371142 14.6834028 10.5289249 10.8328512 11.1137208 NA 8.7867862 10.4301743 6.2430235 NA -0.9663479 7.2818763 5.9162115 5.0108514 10.0779637 9.0475899 9.9008482 3.5571282 7.1628525 6.5649512 NA 10.3560610 8.0752288 12.9671680 11.3393463 9.0569219 11.0412977 NA 1.8409264 13.0829076 8.3143403 10.5072752 8.8279854 10.5198012 9.6501183 5.5093031 9.5958119 4.8664580 2.8409264 11.0458449 8.4950491 10.9389565 9.7733501 8.3711916 12.4825892 2.4930068 10.9947044 9.0915613 0.6185206 11.5522227 1.0335816 0.118580 2.792200 0.315940 -0.191120 -0.191120 2.015600 1.324000 0.053913 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 0.083054 0.032422 -0.542190 -0.301450 0.083198 0.120350 0.135750 -0.702260 -0.669860 -0.669860 -0.664940 -0.664940 0.051387 -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 -0.668460 -0.218980 -0.680400 -0.080008 -0.080008 -0.659570 0.085076 -0.206970 0.297240 0.340800 0.070386 -0.630170 -0.796360 0.000000 -0.682410 -0.617860 -0.481280 -0.478070 0.032422 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 0.000 0.000 -0.665 -0.174 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 0.000 0.000 -0.665 -0.174 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 NA 7.0335695 10.9135356 11.3656061 11.0332173 10.0524652 11.1641401 1.6185206 10.6692877 7.1934406 NA 5.5413631 6.9100862 10.1243436 10.1667118 13.2692846 2.9529113 10.9412113 9.5977191 8.6193019 5.7750374 11.1641401 1.3555238 10.8868791 3.0335640 9.2261089 7.2719747 9.8304203 7.5671332 6.4172736 0.0335111 7.1103319 5.5093031 8.7270566 10.5746662 9.2587771 8.5214096 3.2814905 8.4950283 NA 5.142095 9.967260 11.631387 9.452476 11.743084 10.783439 12.657680 11.157368 7.332778 11.156074 7.525423 10.417274 4.809672 14.683403 8.007984 11.437380 13.299891 12.243327 3.033564 9.391122 11.0381411 12.3045948 9.0363846 0.6185206 10.4702811 10.1871215 14.1009598 8.2838681 9.5423546 9.7112893 12.1950164 9.5109433 8.7460964 9.3633658 9.8214720 3.4258889 10.4650671 8.9687345 7.5413638 11.7501747 12.5200275 10.4264236 9.6005749 6.9464583 5.2430216 10.3538059 2.7340050 -0.9663479 9.5423546 9.3362084 10.8328512 11.1137208 11.2632896 10.4301743 10.9093189 10.0314546 4.1210320 0.6185206 8.6585478 7.7270566 9.6810279 7.1883881 3.8915553 10.3560610 11.2081832 11.0412977 12.1822050 10.4935133 11.1950164 8.6501183 8.5393810 10.0656153 -0.9663479 NA 8.3373503 7.5482833 9.7682791 9.3061993 11.8114412 8.9598655 10.6971276 3.6774293 TCGA-CQ-5333 74 1 341 NA head and neck stage ii t2 n0 NA male 2008 NA no head & neck squamous cell carcinoma 37 1950 0 white not hispanic or latino 3 3 NA NA 4 1 5 1 1 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 4 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 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 5 4 0 0 0 1 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 4 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 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 7 0 7 0 4 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 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 6.033935e-06 2.184701e-06 24.7899159663866 46.218487394958 4.20168067226891 17.2268907563025 7.56302521008403 8.8021974 NA 9.7072421 1.8754262 2.2904539 9.8296035 2.2904539 6.7082976 8.6479965 17.1653360 6.3348382 8.5572312 7.7661784 3.1973307 9.0635838 8.9978039 4.6827643 5.5192620 5.4603691 7.9379028 5.7498775 NA 6.9557801 9.0386376 9.6236001 3.9908823 9.8603003 9.8440739 10.3578790 NA 3.6827643 7.9343372 NA 12.6312684 10.4395567 9.6413838 9.8884971 9.3963533 7.3072527 9.6413838 3.4603756 NA 12.8180439 8.4876612 1.2904244 7.3884772 4.8754066 10.5053708 5.2904428 NA 1.2904244 0.2904244 0.8753869 15.1859963 17.3827441 12.5017246 12.1918773 11.7900415 NA NA -0.7095756 11.0544869 7.6741492 11.0937686 9.0268465 NA 17.7006020 18.0935131 11.8576878 NA 0.2904244 NA 11.1684956 NA 10.8555467 6.3457264 9.5396173 9.7498763 11.0419887 14.9888509 8.3725939 2.6123761 1.6123525 11.2659344 NA 10.3745887 11.0123513 9.4790335 11.8081141 10.3845224 NA 8.2876242 10.3699295 8.8678736 NA 1.8754262 8.8489994 3.9908823 10.4267950 8.4578627 10.2995735 12.0482513 3.7498775 NA -0.7095756 NA 10.8416723 7.7125091 12.6147659 10.5982147 9.0379159 10.7957600 1.2904244 2.0978130 13.7498763 7.2734385 10.9548920 6.7416557 9.9423932 9.2033341 6.7982398 10.3402932 2.0978130 1.8754262 10.7997248 8.3752532 10.9848026 9.3072530 9.1867771 11.6471717 3.0977962 8.5794491 7.2904447 NA 8.8392665 1.6123525 0.00000000 0.00000000 0.05053400 -0.03088900 0.00249690 -0.00110870 -0.00110870 -0.00249380 -0.00249380 0.00263570 0.00263570 -0.00539920 -0.00290910 -0.00290910 -0.00290910 -0.00290910 0.29167000 0.29167000 0.00180300 0.00180300 -0.00788630 -0.00788630 0.00513590 -0.00152430 -0.00386870 -0.00386870 -0.00235530 0.00682260 0.00023063 0.00319100 -0.29177000 0.00000000 0.00000000 0.00083195 -0.00055444 0.05053400 0.05053400 0.05053400 -0.00083160 -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 -0.00152430 -0.00097017 -0.00069303 -0.00595220 -0.00595220 0.00509710 0.02820000 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 5.6654837 5.4401915 10.7229865 10.5077966 11.4925685 10.8498217 10.7947672 13.2434589 11.7542244 5.8450333 NA 2.0978130 6.3779081 9.6369584 10.1669617 13.5821910 5.7130139 11.1010163 6.0183649 8.6676552 8.5781572 10.7947672 NA 9.6719877 5.1484257 9.0629903 9.9786950 9.3963533 7.6123274 1.6123525 0.2904244 4.5758448 6.6654837 9.0453321 12.0734429 10.3044652 7.3348391 1.8754262 3.9342995 NA 6.875407 10.551364 9.389792 6.955780 11.646071 7.301672 10.224135 10.980006 8.957556 9.658951 5.575848 9.955781 3.483429 11.012351 10.330049 9.664397 13.341857 3.097796 5.377908 9.001251 11.1704108 12.2141436 11.3943881 1.2904244 10.1185811 11.7151358 13.7084857 7.7416557 8.6033278 8.0685220 10.5053708 8.6735225 8.8977750 11.2652178 8.7519243 5.4603691 9.7354596 8.5023330 7.4248709 12.8180439 7.3884772 9.6763071 12.1918773 7.0251540 6.5096135 11.8576878 3.7498775 NA 8.2705841 9.1185811 11.8081141 10.3845224 9.7019557 10.3699295 10.8664565 7.9874124 2.4603756 3.7498775 10.5129740 7.3989694 12.3572066 5.6302948 3.2904391 10.8416723 10.5862136 10.7957600 12.0461668 10.7722441 10.7114576 9.7261149 9.6654841 10.8754072 1.8754262 5.4802684 0.2904244 11.0735698 8.9379031 8.7982395 11.0340169 7.5288495 10.2511706 4.9342995 TCGA-CQ-5334 87 1 129 NA head and neck stage iva t3 n2b NA male 2008 NA no head & neck squamous cell carcinoma NA NA 6 white not hispanic or latino 3 3 5 2 1 3 2 1 1 1 0 0 0 0 0 0 5 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 6 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 0 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 0 0 0 0 0 0 0 7 0 0 0 0 0 1 5 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 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 6 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 4 0 0 6 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 2 0 0 5.409735e-06 1.768567e-06 27.7511961722488 42.5837320574163 2.87081339712919 20.0956937799043 6.69856459330144 10.34224305 -1.08405849 9.88608414 3.50094224 6.43954003 10.32642960 -1.08405849 6.39979487 9.18510487 16.16626743 6.98744025 7.60247915 7.83185761 NA 9.98811090 8.09339802 4.67086299 4.30829534 9.31044101 7.31685804 3.72332920 1.23793077 11.70571566 5.32536842 11.59941158 NA 10.44443237 10.12238218 10.49199015 NA 3.37541483 9.61743202 NA 13.59963086 11.21690279 9.42575322 11.78557213 9.17454424 6.88176249 9.28557561 -0.08405849 NA 11.93435233 8.21975903 -1.08405849 11.65153430 6.06226637 12.05200812 7.85849269 NA NA 2.50092949 0.50090401 16.12816921 16.79862663 12.36706056 10.79670968 11.57508221 NA NA 6.43954003 11.54806468 8.96718734 10.99312776 9.75675612 NA 17.18640592 18.49212673 12.21818877 NA 3.50094224 0.50090401 12.04381142 NA 8.66249250 6.47056778 11.35287458 9.40080111 10.17572157 15.75005422 9.43266320 1.23793077 3.77395414 11.23987744 -0.08405849 10.39727321 11.71829269 7.43561443 10.42228589 11.58508479 NA 8.37745783 11.54897344 4.77395941 NA NA 7.13092881 6.49340716 5.84671645 9.01269353 9.85629184 11.46190805 NA NA 6.44735934 NA 11.11810207 8.71201793 12.34838968 10.90962432 10.12691738 10.84227428 NA 6.40783198 13.68643569 7.39171188 11.44174376 7.97126074 10.36229651 10.54341188 8.85114342 11.65997115 5.61641945 -1.08405849 10.38968403 8.93139320 12.23875146 9.92790430 8.73456060 12.15453229 1.23793077 9.59006452 8.82136519 0.50090401 10.27077864 2.08590049 0.06265100 -0.01574100 -0.01271300 -0.02506700 -0.00415460 0.34226000 0.34226000 0.13850000 0.02188400 -0.01546600 -0.01546600 0.35496000 -0.00304750 -0.00304750 -0.00304750 -0.00304750 0.36125000 0.36125000 0.00165580 -0.00609040 -0.02205800 -0.02205800 0.00416320 0.00069327 0.00527490 -0.00259970 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 -0.00968060 -0.31412000 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10.249134 12.127714 4.746839 11.286666 6.014009 9.024333 7.363062 10.800912 NA 10.892542 5.105804 9.179318 9.220900 10.140583 7.207563 4.085900 0.500904 7.527003 5.105804 9.167461 10.865805 9.598095 7.667522 2.237900 1.915980 NA 7.92999865 11.73056074 12.03459334 9.60247878 11.90270918 9.90679141 10.50375579 10.86178784 9.18393530 11.10611161 6.84079051 10.76733691 3.15399984 11.71829269 9.18977392 10.81533518 12.84814503 -0.08405849 3.30830262 10.12177153 10.557127 12.400424 10.171597 1.500955 11.779584 11.143594 13.931609 9.313653 8.840791 9.077110 9.835587 9.722697 8.222040 10.520068 8.182765 9.310441 11.412582 9.248015 7.767728 11.934352 11.651534 10.631082 10.796710 5.105804 7.383584 12.218189 NA -1.084058 9.288843 9.462873 10.422286 11.585085 10.507968 11.548973 12.082612 10.436597 4.530689 NA 11.153134 7.931895 10.867263 6.316857 6.710395 11.118102 11.341719 10.842274 11.517749 10.405325 10.607722 10.746890 7.346430 10.396264 5.455136 NA -1.084058 9.649265 9.772404 10.639213 11.050405 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 & neck squamous cell carcinoma 30 1979 2 white not hispanic or latino 1 6 5 3 2 3 4 3 3 3 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 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 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 3.537134e-06 1.768567e-06 22.5806451612903 38.0645161290323 1.29032258064516 16.7741935483871 21.2903225806452 8.9367999 -0.2405885 10.5054748 1.5667178 5.3592927 9.8146627 6.4247155 5.6048690 8.7004279 16.6320733 7.3555705 7.4318060 8.2651921 NA 9.3499674 9.1929659 5.2023237 3.7593796 4.0813055 7.7193820 3.2829438 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10.329236 4.453425 12.157542 9.491548 9.673766 13.748255 8.463284 0.344374 9.650404 10.1639897 11.6504046 11.8551070 -0.2405885 10.9791539 10.0897371 14.7072447 9.3860019 8.6602473 8.5125971 12.4758784 9.1627760 8.1708915 10.4838943 8.3923754 4.0813055 10.4189303 8.8574125 7.7817479 12.6641091 12.0429029 10.5012687 10.6181385 5.5922716 6.6235670 10.7737496 -1.2405885 NA 9.3639337 9.4615531 10.9355535 12.1838091 11.2267312 10.9336820 11.4624187 9.3499674 -1.2405885 NA 9.9432515 7.1645218 9.4068387 6.9442552 3.2829438 11.1111478 11.3053101 11.2721208 12.2564837 10.8773481 10.5117611 9.0631610 7.0992300 10.3471579 3.8886653 NA 7.3923758 8.6244639 9.8580705 9.8652890 10.3368092 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 & neck squamous cell carcinoma 35 1974 1 white not hispanic or latino NA 1 2 1 4 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.1035464 10.8985346 11.8818311 0.1723595 NA 2.8352773 9.6399220 9.4406634 11.2455654 9.5009914 2.5873650 17.1827316 17.9202056 12.0015106 NA 3.1723115 0.9092739 11.7025602 NA 9.4677027 5.5985826 10.4604404 9.6655047 10.8558960 15.2296172 9.1390622 6.2020631 3.8727598 11.2758228 NA 9.8376524 11.5581788 10.1167845 11.4232070 11.4946202 NA 8.4684681 11.3509813 6.4453344 NA -0.4127310 6.8209741 5.0302963 5.7672628 8.9283167 10.0691534 10.7799550 2.3947062 0.1723595 5.6426352 -1.4127310 11.1438600 7.9338677 12.9446310 11.2091769 9.9254607 11.2198948 NA 5.0467835 13.1421826 8.1476868 11.2751670 7.7722294 9.6228403 10.0772972 6.7166370 10.5317000 3.8352773 3.1723115 12.1120181 8.4499913 11.9016540 9.8435626 9.7166370 11.4793275 3.1723115 9.5077068 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 1.5873650 7.7722294 10.3359661 11.3148490 11.4095264 10.5957826 11.5117953 9.4994947 11.1467310 8.8669645 0.1723595 3.4453294 6.6426366 9.1685545 10.3935007 13.0070508 2.9837871 11.3713752 8.8004583 9.2750271 7.0792074 11.5117953 -1.4127310 10.9495718 3.9092835 8.3330954 7.6561324 9.3613172 7.7992907 2.3947062 0.9092739 7.8400194 3.8352773 8.8269523 10.0891912 9.3489052 7.4851998 0.9092739 1.7492339 NA 7.721780 10.898535 11.111158 10.706295 11.200913 9.048833 11.396720 10.415094 9.092173 10.909282 7.404338 10.040110 5.309002 11.558179 9.503980 10.518461 13.357414 9.213976 3.796805 9.155310 10.5834743 11.6934261 10.7616555 -0.4127310 11.2637518 11.3048162 14.7092506 10.1557851 8.5077066 8.2668338 11.5315170 9.6143891 8.7870262 10.7594689 9.4146967 10.0125698 10.6544521 8.5239920 6.9839592 12.9040597 9.6588163 10.5735516 10.8985346 5.0792074 6.7771790 12.0015106 0.9092739 -0.4127310 9.2491319 10.5480800 11.4232070 11.4946202 10.8874205 11.3509813 11.4655965 9.4994947 1.3947336 4.9449053 9.6691636 7.7845707 10.0277041 6.9092823 3.4942492 11.1438600 11.0557234 11.2198948 12.5654387 11.0706659 10.8245639 9.4083306 6.9002365 9.9898331 4.9623917 NA 4.1419395 9.6758307 9.3067428 9.5342603 10.7879461 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 4 6 2 1 2 1 2 1 1 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 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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15.9279017 9.5317008 6.3225087 2.9106943 11.5678864 NA 9.9139123 12.1005166 8.4207531 9.0399787 12.1168378 NA 8.2222815 11.4011167 3.4252713 NA -0.8967374 5.2530892 4.3512679 4.5296023 9.3887428 8.6347221 10.8397426 0.1033969 NA 4.5296023 NA 10.5306535 7.5296055 12.9672365 12.2293998 9.9303895 10.9519636 NA 2.5627675 13.0753332 8.2632119 11.4111107 6.7180506 9.6101442 10.1931287 8.9936050 10.7023236 3.4252713 0.1033969 10.1005202 7.2980974 11.4404050 9.7372441 9.2844928 12.0060926 1.9106943 8.8435769 8.0222041 NA 12.2230923 0.1033969 0.00000000 0.00000000 0.78157000 0.00055459 0.00055459 0.14355000 0.14355000 0.23659000 -0.26877000 -0.02365500 0.00889200 0.00889200 0.09391100 0.09391100 0.09391100 0.09391100 -0.00273020 -0.00273020 0.14623000 0.14860000 0.15084000 0.15084000 -0.09723200 0.29008000 -0.12369000 -0.12369000 1.70330000 0.27663000 -0.02944800 -0.00954260 -0.34236000 0.00000000 0.00000000 0.00000000 -0.32797000 -0.32797000 -0.32797000 -0.32797000 -0.30909000 -0.30909000 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11.8407993 5.4071216 NA NA 6.9920841 9.3666099 10.0784721 14.0861560 3.0677420 11.6046803 9.4718471 9.3409808 5.9981594 11.2950168 NA 10.1525085 3.5627675 8.4142489 7.7106708 11.0687642 7.9330952 1.9106943 NA 7.7026956 3.7471940 8.5971959 9.8055133 9.3829512 7.7253922 2.5627675 2.2732772 NA 6.923520 10.633259 11.898962 12.007599 12.369542 7.779298 12.391342 10.678407 8.196098 11.024438 6.351268 10.535883 3.808766 12.100517 9.366610 10.081336 12.405525 8.770452 3.626906 9.729962 11.2396910 11.7950842 10.5586679 0.6883147 11.3557104 10.7453923 13.9399320 9.7642279 8.7399652 8.2807601 10.7854574 9.0362640 7.9074718 10.4364960 8.3465146 10.8270016 11.2641575 8.4586916 6.8648918 13.4917616 11.8983656 10.6492704 11.0806206 4.3127958 6.1586238 9.9417567 NA -0.8967374 8.7845789 7.7722255 9.0399787 12.1168378 11.5699270 11.4011167 11.3800467 9.4353771 1.9106943 NA 9.8541230 7.5254057 8.8175862 4.8847005 0.1033969 10.5306535 11.9104943 10.9519636 12.0707470 10.8607307 10.6141049 8.7471967 6.2428921 10.0451218 3.1033466 -0.8967374 2.2732772 8.5335423 9.8985686 10.1319375 10.2358404 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 & neck squamous cell carcinoma 25 1943 NA white not hispanic or latino 2 4 5 2 1 3 3 2 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 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 3.225034e-06 8.669447e-07 9.16666666666667 46.6666666666667 10.8333333333333 19.1666666666667 14.1666666666667 10.28832199 1.97940347 10.37548380 9.00870145 7.24620094 10.46474044 1.56437817 5.08793800 8.43268470 16.06938189 5.73430046 8.62327027 8.58304063 NA 9.25553874 7.40567929 5.06687707 NA 4.47126551 7.87423200 2.88629651 0.56432939 0.56432939 7.56437664 11.09250524 1.30135352 10.13233277 10.32814240 9.95883949 2.19355099 3.93361040 9.09415873 NA 12.99857056 10.85093449 10.43161429 11.62754706 10.97729939 10.95490403 9.33696619 7.69022082 -1.02063311 13.42358795 8.29682675 NA 6.06687707 6.55623933 12.53112251 5.97941491 1.56437817 -1.02063311 1.56437817 0.97944006 15.34725417 16.54149012 11.93488252 8.71750644 12.72214472 -1.02063311 NA 4.62326991 7.44701956 8.63583926 11.10998477 9.13296620 NA 6.71412323 8.66065271 10.44344939 -0.02063311 5.50297656 5.63762474 11.93669771 -1.02063311 9.58211318 3.22734061 10.74890915 10.13739273 10.15496376 16.58181589 8.82960097 5.82490529 7.56812866 10.68979020 -1.02063311 11.93433755 11.57129886 8.46524355 10.57793208 13.23377857 3.14934067 8.42649750 11.29144632 8.25320977 -0.02063311 NA 6.16993101 5.94519800 7.55684322 9.62687276 10.08270206 9.65537133 3.67985163 NA 2.67985163 NA 10.65493027 9.22971264 12.84272939 10.80238332 8.75739268 10.86929841 NA 5.60877081 13.22511549 9.50786836 11.83447737 10.50444561 11.40219913 10.94994800 8.74925200 11.84842964 6.37173135 2.67985163 11.75378949 8.68331784 12.02687902 10.15870132 9.83583978 10.94086392 2.78676362 9.32126656 8.95382890 -1.02063311 -0.02063311 0.56432939 0.00388540 0.00388540 1.00070000 0.57844000 0.03270400 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 -0.00469580 -0.23447000 -0.00373950 -0.00373950 0.00097064 -0.12408000 -0.62979000 0.00569190 0.00569190 0.00388540 0.00388540 -0.00124730 -0.62874000 -0.62874000 -0.62874000 -0.62874000 0.79510000 -0.03367700 -0.03367700 -0.34950000 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 -0.62779000 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11.23326171 8.47326983 7.85461036 4.53400556 2.88629651 7.30134254 1.56437817 8.87271581 11.65845443 8.70733463 6.57187094 4.06688138 1.56437817 NA 3.066881 10.005246 8.773635 5.087938 10.277477 12.567192 10.341358 11.600550 8.683318 11.179700 9.493142 11.189781 3.701882 11.571299 10.526309 10.267127 13.020069 7.217819 NA 10.324265 10.56249697 12.49646844 10.18764862 3.83739835 10.54070219 10.79479753 13.62518354 5.54926871 7.60146625 9.30021481 11.81822422 7.83425171 9.30021481 9.68504659 8.03198234 4.47126551 9.89678633 6.96809882 7.96809882 13.42358795 6.06687707 11.10450480 8.71750644 5.00178423 3.88630626 10.44344939 6.31033103 NA 8.71919474 7.89529353 10.57793208 13.23377857 11.08989752 11.29144632 10.44905607 8.38242647 6.03469774 NA 9.69372843 9.58118495 11.98784286 3.62326991 1.56437817 10.65493027 11.80735231 10.86929841 12.84939357 9.57653574 9.47726609 10.51225711 8.39726690 10.46524355 -0.02063311 NA 2.88629651 9.42278257 9.01558789 9.56343711 11.45388072 6.97376738 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4.6600729 10.7487596 NA 10.4103293 10.1642048 10.9476081 NA 2.4190534 8.7565817 NA 12.6142696 11.4888201 8.9958073 10.9522179 9.8269123 8.6977259 12.2195239 5.0040294 NA 9.5218760 8.8392167 -0.0403782 12.9222585 8.9711685 11.9753970 6.9820010 -1.0403782 -0.0403782 4.0040249 -0.0403782 15.8044860 16.3283664 12.0728874 10.7232609 12.7374026 NA NA 3.8665223 9.8747661 8.6548619 11.4939364 9.2950239 1.5445843 18.2565117 19.0530240 12.4644526 NA 1.5445843 2.1295468 11.6539915 NA 11.7203535 5.4514881 10.9198020 10.1112844 10.5389495 15.1244816 9.2345940 5.9708606 5.6738786 11.1150843 NA 10.2605581 12.0554937 8.8176146 10.6025878 11.8933242 NA 8.2404045 11.0040276 5.4190635 NA -0.0403782 7.6535387 4.5142233 14.3332464 8.7278180 11.4363798 10.9087307 6.0785757 -1.0403782 6.7540497 NA 11.1049289 7.8392170 13.0609527 11.4116173 9.8165493 10.6209663 NA 5.2634138 13.3736581 8.1469856 11.4085242 6.5595469 9.8725228 9.6871456 11.1407858 10.9214450 4.2075649 0.5445843 9.9909902 8.2519553 11.3207549 9.6061924 8.8514174 12.0045399 2.5445843 8.6738790 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 7.4394137 7.3690241 10.1138187 12.1041325 11.9971805 10.3684940 10.8529351 14.2628435 11.3097440 7.0940597 2.5445843 4.4514881 7.2357577 9.6943433 9.9109182 14.9110093 4.2674234 12.0386182 9.1666479 9.4842046 7.6355904 10.8529351 0.5445843 10.2473459 4.9820033 8.2099792 7.5780194 10.1093807 6.3691943 5.5743438 1.2815499 7.7571333 5.5142233 9.2217285 10.0985452 9.5007302 6.9820010 3.7145203 5.9483182 NA 8.510380 10.386422 10.637789 11.963503 11.854262 9.065542 11.389563 10.526163 9.499762 10.359979 8.726163 10.855966 4.743353 12.055494 9.351951 10.026395 13.067229 8.790941 3.483197 8.980613 11.0006082 11.7661832 12.5806552 1.2815499 11.2096358 10.3094676 14.6578754 9.6285186 8.3626457 8.4333392 11.6719456 8.2190000 8.3963449 10.3182792 8.5237830 3.4831967 11.0520604 8.3346728 9.5944446 9.5218760 12.9222585 10.1295585 10.7232609 6.2634138 7.0733757 12.4644526 5.5743438 1.9596218 9.0351128 7.9426271 10.6025878 11.8933242 10.3133318 11.0040276 11.1809186 8.7782158 5.2815610 5.8051248 9.9782580 10.2523406 14.4304195 7.3039296 5.0040294 11.1049289 11.5960316 10.6209663 12.1966941 11.1438890 10.8207204 9.1593060 6.3942620 10.6960355 1.9596218 0.5445843 9.2134809 10.0808045 9.6531206 9.6285186 10.3422576 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 & neck squamous cell carcinoma 22 1958 0 white not hispanic or latino 1 6 NA NA 2 3 3 2 3 3 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 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 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 4 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 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 2.67019e-06 9.016224e-07 30.7692307692308 15.3846153846154 5.76923076923077 29.8076923076923 18.2692307692308 7.1646566 NA 10.3183807 -0.4719288 1.1129670 9.9437740 6.0671912 5.2284724 8.6688619 16.3838558 8.2180304 7.4379251 7.6286949 NA 9.5455366 9.3553749 5.1573874 4.0198887 9.0168765 8.6168204 2.6979517 NA 7.6469734 3.9203505 11.4414826 NA 10.8414822 10.6071836 11.0050315 -1.4719288 1.6979517 9.1735735 5.8041568 12.3844577 6.9792434 9.7740721 11.6702989 7.0671912 4.7948213 13.9012372 0.8499993 NA 12.1476791 9.2887521 -1.4719288 12.7416681 9.8489568 12.8204976 7.2180304 NA NA 5.0358262 0.5280712 15.3955880 15.7754429 12.4284274 11.0353313 13.0018014 1.6979517 NA 2.4349351 10.4701801 9.5483177 10.9400728 10.1007325 0.8149195 18.1801699 19.2959847 10.4060832 2.3353975 NA 0.1130337 12.0043987 NA 5.9203505 8.1862435 11.4931780 10.6459999 10.3301446 15.9260577 9.3750896 6.9500974 2.3353975 11.3063147 0.1130337 10.3621082 12.4826375 8.4091461 10.6135047 12.7110472 NA 8.3937654 11.4966990 3.6573199 NA -1.4719288 5.7277054 2.7759566 4.9374244 10.2745466 8.9976740 10.7007723 -1.4719288 NA 3.2284647 NA 10.6992090 8.7889519 13.1931460 12.6169860 9.7712717 11.8356600 2.1130003 2.5280211 12.7784787 9.1111151 11.3248830 7.4938162 9.1817729 10.4547210 11.7949651 10.6011696 2.7759566 0.1130337 8.9956377 7.3513995 12.0594137 8.5350595 9.2516931 11.4912896 1.3353689 8.4271322 8.4014765 NA 12.2266284 0.1130337 0.0027084 -0.0026322 1.3336000 -0.0182160 -0.0182160 -0.3116700 -0.3116700 0.0322810 0.0322810 0.0806010 0.0806010 0.0800240 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4.4106735 5.9956383 10.4060832 -1.4719288 -1.4719288 9.1279451 8.5448404 10.6135047 12.7110472 10.8200662 11.4966990 11.6943522 9.6385156 1.1129670 NA 9.9703278 7.6901216 9.3758727 7.8789711 1.9874664 10.6992090 11.3607245 11.8356600 11.6916819 10.5399583 10.7789228 7.9117365 6.0437316 10.2340965 4.0826174 NA 7.1279448 8.7282933 9.7203250 9.9548211 10.6819008 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 & neck squamous cell carcinoma 35 1973 3 white not hispanic or latino 1 6 5 2 4 1 5 1 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 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 4 0 0 0 4 0 0 0 0 0 0 0 4 1 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 4 0 0 0 0 0 0 4 0 0 0 0 1.976634e-06 1.005656e-06 42.5287356321839 14.9425287356322 4.59770114942529 25.2873563218391 12.6436781609195 11.5447514 NA 10.1123440 5.5874670 6.8454474 10.9860161 -1.5726084 7.9314213 8.5542999 16.1313030 7.1452719 7.5925026 8.0478154 1.0125687 9.0578626 7.5465364 4.6370479 6.7129974 8.7153076 9.5530089 4.1000189 0.4276062 13.0054372 10.1833175 10.7826711 2.0125687 10.6431283 10.3575935 10.3730392 NA 5.1000189 8.7293087 NA 15.2668114 11.9894799 9.6211207 11.4596411 8.2089552 9.1699047 10.5044109 7.1589146 -1.5726084 13.9827836 8.8338003 -0.5723938 10.1358171 5.5964164 12.0783105 7.4747191 NA -1.5726084 4.1000189 -0.5723938 15.8030502 16.4832956 12.1500827 10.7974653 13.1501894 NA -1.5726084 4.9033276 12.1525355 9.1035525 10.6549105 9.9506671 NA 17.8477324 18.2716728 13.1881594 NA 4.0423029 2.8199134 11.8860020 1.5975073 12.3573161 4.6755224 11.1966769 9.8911198 10.2505644 16.3942078 9.3033447 6.5044106 4.6174219 11.3959022 -1.5726084 10.3197587 12.1569803 9.5104097 10.7187661 12.0044339 -1.5726084 8.4747191 10.9244491 9.0560410 NA 2.9511588 6.4168482 7.1349540 7.6707695 9.4788042 10.5504234 11.0416149 4.4936858 NA 3.5568831 NA 11.4370741 8.6087475 12.6948210 10.8039921 9.8298719 10.5262854 -1.5726084 6.8069736 13.5588897 7.9452647 12.0705496 9.9363806 10.1534729 9.8423546 7.1757880 11.6762642 4.4499641 3.0714538 10.0436846 8.4637692 12.3813371 10.4713063 9.1631515 11.9805046 3.2855798 8.5700215 9.1061954 0.4276062 5.5150595 2.7495128 -0.0477750 0.1359800 0.3301400 1.3720000 2.1099000 0.0482120 0.0482120 0.0837760 0.0837760 0.0930400 0.5180400 0.6204200 -0.2782200 1.7654000 1.8538000 -0.0309500 -0.0072596 -0.2454300 0.1879800 0.1512900 -0.1023700 -0.1090600 -0.2531000 -0.2057300 -0.0049844 -0.0131890 0.4012700 0.0423070 0.0000000 -0.0185340 -0.0185340 -0.0477750 0.1359800 0.1359800 -0.2636000 -0.2646800 -0.2646800 -0.2646800 0.6284300 0.5908000 -0.1020600 -0.1020600 -0.0918160 -0.2518900 -0.0532960 -0.0532960 0.0482120 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7.3344860 8.8996669 6.0496482 10.5600951 0.7494914 11.0381588 4.5773442 7.9030654 7.7106839 10.5658671 7.6951079 5.2604849 1.5975073 8.5836785 1.5975073 8.9472316 10.3966220 9.3745016 6.9511576 3.2855798 2.1280294 0.01249716 6.18914653 11.58604726 11.01911302 9.38832130 10.73536537 10.73166142 11.01865010 11.87299824 8.02750796 10.81183946 9.15125633 10.50307449 3.40899711 12.15698031 10.82044936 10.42759538 13.05361917 8.72221599 1.59750734 9.93291068 11.3260078 12.2795395 11.0010059 0.4276062 11.3155775 10.4825387 14.3507352 8.2413764 9.1263000 9.2154978 12.0181824 7.8387035 8.3494365 10.5767073 8.6479735 8.7153076 10.2525542 8.0312215 7.1791398 13.9827836 10.1358171 10.2533491 10.7974653 6.0496482 6.7982826 13.1881594 4.7129974 2.2349611 8.9033288 10.5539772 10.7187661 12.0044339 11.3462723 10.9244491 11.1893543 9.4997279 2.5150564 6.6075049 9.7117370 9.0386203 12.1174841 5.8199134 5.2349496 11.4370741 11.4957018 10.5262854 12.3020965 10.5798802 10.0583176 10.2485721 8.5697026 10.0390814 3.2855798 -0.5723938 1.5975073 8.9071130 9.6558128 9.8096789 10.4191172 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 5 2 3 2 1 2 3 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 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 5 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 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 4 0 0 0 0 4.300046e-06 1.421789e-06 19.7604790419162 18.562874251497 5.98802395209581 26.3473053892216 29.3413173652695 6.9272055 NA 10.6286266 -1.4779443 0.8439838 10.3099663 8.2085641 5.6095275 9.2111882 14.1912809 8.5276881 7.4379434 6.6253509 NA 10.7103434 8.7192803 4.8074683 3.1070182 10.3819866 8.8518599 0.5220557 0.1070182 4.8074683 5.1219769 11.2800787 1.8439838 11.2048389 10.6746654 10.6367821 1.8439838 1.1070182 7.9355646 2.5220557 11.5146480 6.2085641 9.8382490 11.2671077 6.3924291 3.2225109 11.9237432 NA NA 6.9608557 7.5304922 NA 12.5357353 7.0598647 12.0187926 7.6253516 6.2159678 NA 5.3675528 0.5220557 12.9220739 12.2013074 12.8448369 10.3042429 12.7133543 2.6095186 1.8439838 1.3294107 11.0950007 8.6882269 10.8206991 10.5708911 -1.1558554 17.5754673 16.8302472 8.6345032 2.1070182 NA NA 12.0960658 2.6095186 6.7069394 3.9814965 10.5217784 10.8510191 10.4338301 14.3937524 9.4928887 5.8796151 -0.4779443 11.5224159 1.6919808 10.1317042 13.2460978 9.6253514 11.0189175 10.4568602 -1.4779443 8.6552058 10.8965598 7.2968511 0.1070182 NA 5.8026482 3.6919919 5.1802752 9.4327064 8.3001407 10.7177435 4.0766532 3.8074683 4.4762585 -1.4779443 9.9835432 7.6461850 13.5808587 10.9850771 8.7488131 10.7056991 0.8439838 -0.4779443 12.9212748 8.6187790 10.6660845 9.4936073 9.9042337 9.8159146 9.4327064 7.6590547 2.7699833 -0.4779443 10.7244936 7.1550590 11.7835710 9.5241754 8.9701801 11.8633045 3.7699938 9.2135543 8.9566918 NA 12.3363457 NA 0.3333500 0.3312800 1.1164000 0.5037700 0.4464700 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 0.3826400 -0.0183530 -0.5016200 -0.5016200 0.3961200 0.3312800 0.3312800 -0.5377900 -0.5219400 -0.5219400 -0.5178400 -0.5178400 -0.5434000 -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 -0.6966700 -0.5473400 0.1971000 -0.4993400 -0.0043752 -0.0043752 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 0.1070182 7.1330888 11.2643731 11.1149878 12.1103098 10.3132266 11.2135891 6.8166842 11.3730318 4.7118858 4.0766532 5.9314538 6.0843067 9.3847011 10.1093724 13.9091386 2.6967951 10.8563370 9.6787788 8.2727875 5.1802752 11.2135891 2.2224955 10.0189175 1.6919808 9.4355590 3.5664620 9.1358532 7.1774514 5.7315173 1.1070182 5.7981879 6.7935266 8.5908419 7.4229301 10.5064821 8.4528009 1.6919808 -0.4779443 1.329411 2.329411 11.182505 11.554103 11.248708 16.429711 8.153241 11.869270 11.718051 6.367555 10.207250 5.076653 10.761065 5.240288 13.246098 8.430456 10.560983 13.806252 12.396181 3.107018 12.368044 10.393199 11.993612 10.289834 -1.477944 10.911426 10.099964 14.096626 9.554109 9.448360 9.647477 11.448916 9.620102 9.152331 9.708797 9.916526 10.381987 10.344236 9.526986 4.165920 6.960856 12.535735 10.639057 10.304243 7.201544 2.107018 8.634503 3.045618 NA 9.067028 7.641005 11.018917 10.456860 9.877965 10.896560 11.502025 8.637107 1.107018 3.428960 9.240203 7.422930 9.080484 5.487846 3.981497 9.983543 11.344834 10.705699 12.632058 10.477350 12.093461 6.905768 7.437943 9.958775 -1.477944 1.843984 7.793527 8.115567 9.022906 9.569188 10.681304 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 & neck squamous cell carcinoma 20 1959 8 white not hispanic or latino 1 1 5 2 4 1 5 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 0 0 0 0 0 1.2484e-06 4.508112e-07 30.7692307692308 17.3076923076923 3.84615384615385 32.6923076923077 15.3846153846154 9.4665029 -0.6479195 10.0732092 4.5018595 4.2828475 10.1363357 2.9959729 7.0663551 8.8864127 15.6349540 7.4289254 7.3436317 7.6118533 5.0103233 8.9361329 8.4658521 5.1202939 4.5615644 9.7903819 8.2022967 1.3521370 0.3520805 8.3336773 9.1301870 10.8181864 -0.6479195 10.7252470 9.9436323 10.7132312 -1.6479195 4.7615034 8.8842612 NA 13.6466589 11.2638764 9.3910289 11.0152232 8.2694820 8.1928880 12.2393305 5.3744761 -1.6479195 13.6769585 8.9482998 NA 12.1694933 4.2347542 11.7527225 6.6000378 1.8115532 -0.6479195 5.1202939 0.3520805 15.1987020 15.0311204 12.3356380 9.7929791 12.0294992 -1.6479195 NA 7.7678514 10.9384806 8.0611935 10.7293204 9.2657472 -1.6479195 17.8388153 18.1861195 10.3454021 NA 2.1594677 3.2100927 11.9687736 NA 11.0859726 5.7699621 10.3636551 9.7877802 10.4878192 15.6780916 9.4012778 5.7358146 5.3407937 11.2835861 -1.6479195 9.9172120 11.8504318 8.8197154 9.7096620 11.7615008 NA 8.1481496 10.1706921 6.6558913 -0.6479195 NA 5.5020600 6.3178937 11.0821554 10.0121057 10.3503477 10.8544445 4.7271472 3.7783768 3.4813894 NA 11.0431991 8.6717820 12.8245469 10.9695774 9.6713587 11.3168118 NA 7.6024086 13.2473538 7.6188964 11.7683797 10.0910466 9.8699466 9.7358142 10.8220061 11.8067948 6.1202939 0.3520805 10.5839311 8.3744779 11.2567446 9.8166557 8.4967683 12.5914847 2.8756621 8.8201841 8.3365284 0.3520805 9.4638977 2.4395699 0.0411750 -0.0123770 0.5259000 0.0329980 0.0462750 -0.0098185 -0.0098185 0.0440070 0.0332950 -0.3055700 0.2197500 0.2333400 -0.2816800 -0.2816800 0.0476940 -0.3436600 -0.1307000 0.3130700 -0.0495590 -0.0495590 0.5992600 0.0079175 -0.1312200 0.0179630 0.7729100 -0.2870300 0.0688080 1.7769000 0.0369350 0.0369350 -0.1079500 0.0000000 0.0000000 -0.0355850 -0.2862000 -0.2862000 -0.2862000 -0.2862000 -0.0693320 -0.0693320 -0.0693320 -0.0693320 -0.0693320 -0.2882200 -0.2882200 -0.2882200 -0.0098185 0.0332950 0.0300290 -0.2978000 -0.2816800 0.0476940 0.0283410 0.0283410 0.0335490 -0.1307000 -0.1270600 -0.0495590 -0.1584800 0.1417600 0.1662500 0.1662500 -0.1418200 0.0143300 0.0143300 0.0179630 0.0179630 -0.3041600 0.0054139 0.0054139 0.0294660 -0.3075700 -0.3075700 -0.2952000 0.000 0.000 -0.131 -0.131 0.000 0.000 0.000 0.166 -0.142 0.000 0.000 0.000 0.000 0.533 -0.239 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 -0.298 0.220 -0.282 -0.282 -0.294 -0.294 0.000 0.000 -0.131 -0.131 0.000 0.000 0.000 0.166 -0.142 0.000 0.000 0.000 0.000 0.533 -0.239 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 -0.298 0.220 -0.282 -0.282 -0.294 -0.294 4.843964 6.312111 11.110333 11.287643 11.454578 10.042981 10.590813 11.523912 11.453265 8.088512 NA 3.159468 6.541934 10.333320 10.255615 13.801097 3.475617 11.712408 9.417526 9.126436 5.795053 10.590813 0.937043 10.728507 5.511980 8.519102 7.853947 10.421560 7.688617 3.906698 1.352137 7.639823 1.811553 8.754056 9.434259 9.327241 7.407393 2.674031 4.080027 -0.06295699 6.13346900 12.13837955 11.60550980 10.54069880 11.47849172 10.18539531 10.09568210 11.08173068 7.38277704 10.60240835 7.59766227 10.16589109 6.32238788 11.85043182 9.68638322 10.60831859 12.37300220 7.72279729 1.35213703 9.21164474 10.7652089 12.4842883 10.2953573 3.1594677 11.0800304 10.8169109 14.7361680 8.9941616 9.1053266 8.8648504 11.7407999 8.4428838 8.7422788 10.4309278 9.4716996 9.7903819 10.7438905 7.8756720 7.4684538 13.6769585 12.1694933 10.8968329 9.7929791 6.7657376 5.8912685 10.3454021 2.5220306 -0.6479195 9.3222157 9.8464656 9.7096620 11.7615008 11.2636892 10.1706921 11.3021189 9.2798880 4.0800266 3.5615583 9.4819596 9.5418666 12.3869089 6.0525507 6.5857302 11.0431991 11.4468474 11.3168118 12.2032733 10.7165182 10.2457906 9.9805555 7.5145010 10.4016182 4.6375117 -1.6479195 2.2590012 8.3708805 9.8058949 10.2065888 10.6349088 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 & neck squamous cell carcinoma 50 1959 14 white not hispanic or latino 1 2 5 2 3 2 3 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 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 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 3.398423e-06 6.935557e-07 15.1260504201681 13.4453781512605 1.68067226890756 39.4957983193277 30.2521008403361 7.50043719 0.44784364 11.09936912 4.40206725 3.35476244 9.99138409 8.40061008 5.59761460 8.92663846 14.85782327 9.49294592 6.75164983 7.60521577 0.03280615 9.97436812 9.93218832 5.17456222 2.97142399 9.18342498 9.72747941 1.76981405 1.03280615 10.53068324 6.10608026 11.65198147 NA 11.09487755 10.85725986 11.00581119 2.98826659 3.53533137 8.63766893 NA 14.16549177 8.23903184 8.63201296 11.72093598 8.38303376 6.63274370 10.69964715 6.71933132 NA 12.99289368 7.76528146 0.76977174 11.65534083 6.26696265 12.93061383 5.98702748 0.03280615 NA 8.29961787 2.25522879 14.06194316 13.77467193 12.90191108 10.45734763 12.44998066 -1.55215636 4.14830777 4.37860872 10.82046189 10.29922760 12.16992926 10.35626147 NA 17.56491839 17.61064374 10.27402014 3.35476244 1.03280615 2.44787009 12.11209394 NA 7.29335853 2.35476244 10.09866036 10.49396970 9.84072286 14.89990095 9.95912736 7.39623571 3.40206725 11.18596117 -1.55215636 9.04499020 14.36334078 8.35325580 10.53367323 11.51025236 -1.55215636 8.81528370 11.65473062 9.22922860 0.03280615 NA 8.22770306 5.76075055 4.98702975 9.15522808 9.40859490 10.70672928 5.06257939 3.40206725 8.44927702 -1.55215636 9.85990947 8.96652218 13.00963415 10.66279511 9.71433345 10.36710466 0.44784364 6.03283038 12.72762455 8.40931838 12.06671320 6.88666110 10.21044610 10.55681477 4.75165117 8.78883153 3.76979289 -0.55215636 8.28391946 7.54326619 11.83386607 10.43442202 9.16896815 10.58293680 4.03283259 9.75864064 10.22881869 -0.55215636 12.02198933 3.73326756 -0.0105080 0.6240600 0.6053900 -0.0204120 -0.0204120 0.0000000 0.0000000 0.0209030 0.0209030 -0.7750200 -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 0.0319990 -0.0998680 -0.7844600 0.0195660 0.0455660 -0.0105080 0.6240600 0.6240600 -0.7271200 -0.7098800 -0.7098800 -0.7098800 -0.1366500 -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 -0.7365400 0.0031910 -0.7942800 0.0218840 0.0458490 -0.7303800 0.0248290 0.0065082 -0.0950660 0.0495400 0.0495400 -0.7714100 0.1076000 -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 NA 7.9336983 10.2564309 12.8432022 12.0868704 10.9228423 10.5072134 3.3058538 10.8572599 7.1448367 3.6573199 4.5563926 6.6475419 10.9192901 10.2851026 13.4539319 2.7295745 11.8736093 8.4450484 8.0930050 5.3667314 10.5072134 1.6178157 10.7977030 3.0917168 10.0975203 5.7424886 9.7099578 8.1187906 5.4922634 -1.5521564 5.3305118 5.8741330 8.0699207 9.1927026 9.7748600 7.8636108 2.9714240 0.7697717 0.7697717 4.5353314 10.5491880 11.2646426 11.9977739 13.7687047 8.5524678 12.8979202 13.9954563 7.1825781 10.8158296 6.1202939 10.9719208 2.8110394 14.3633408 8.3472258 11.3220818 13.6553672 13.0291283 4.1202939 10.0186734 11.6466209 11.8288710 10.1069729 2.1483159 11.2025476 11.5087337 14.3792521 9.1025049 10.0067679 9.0014983 12.4769835 9.4639250 9.2791762 10.2648525 10.2652523 9.1834250 10.3711964 7.8970177 6.9947630 12.9928937 11.6553408 10.9052498 10.4573476 7.2127405 6.2744182 10.2740201 4.1483078 1.6178157 9.8125507 9.1595358 10.5336732 11.5102524 11.2236849 11.6547306 11.8181476 8.4632840 0.7697717 -1.5521564 8.1746151 10.4983128 9.1706765 7.4618895 6.7562080 9.8599095 11.2927708 10.3671047 12.4777600 9.9821718 10.4287225 8.0772254 9.6548832 10.1774897 3.4020672 0.4478436 7.3151478 9.1242669 10.3626277 9.9246151 10.9427244 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 4 1 5 3 4 1 5 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 7 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 7 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 7 0 0 0 0 7.282335e-07 3.467779e-07 40.625 12.5 0 31.25 15.625 9.59763024 1.27441077 10.38890061 2.16748639 4.82461003 10.66181657 7.77767220 7.01780613 9.54320722 16.14740529 7.08176995 7.36187712 8.23027219 1.92649289 9.16228810 9.88596643 5.37395092 4.59634483 11.81551127 8.57558425 -0.53303362 -1.53282488 8.30468763 10.17441890 10.62882143 3.67651566 11.08015851 10.22861093 10.91362613 NA 3.55452746 9.31955020 NA 14.13289524 9.47268434 9.74550912 11.36282431 7.73618610 6.50597824 11.28444317 2.05203326 NA 13.17635896 9.28003926 1.46707076 10.42850936 12.54674948 11.44344483 5.85076443 -0.53303362 NA 5.64696905 0.46707076 15.54665856 16.34067913 12.31441073 10.84074056 12.10978835 NA NA 4.11091442 11.15574715 8.48942733 10.86152244 9.41688639 0.05199847 18.47461949 18.34394082 10.50871882 NA 1.46707076 -1.53282488 12.17958672 NA 9.79180284 6.38592278 10.33859534 9.98128057 10.28644052 15.78539951 10.01105809 5.08176995 3.22195439 11.90064514 NA 9.80579610 12.25332833 8.73384612 10.66581164 11.91259194 -1.53282488 8.11271837 10.70097889 3.92649289 NA -1.53282488 5.99906420 5.00621722 10.38927242 9.44791326 8.91000316 10.97955331 2.71499278 -1.53282488 3.37395439 NA 10.72297347 8.00427834 12.86239302 10.69407393 9.49977355 11.17678975 NA 4.73384781 13.29186932 7.95891284 11.43554651 8.81135575 9.53100748 10.08100108 10.81689381 10.97014005 3.37395439 1.92649289 8.25496245 9.57754307 11.18773150 9.44362385 9.30940996 11.86887255 3.16750245 9.31417966 8.64073696 -0.53303362 11.21357402 0.05199847 0.0049969 0.0049969 0.3659200 0.0000000 -0.1690800 0.0702430 0.0702430 2.2038000 0.0069435 0.1837400 0.1837400 0.1837400 0.1408700 0.1408700 0.1408700 0.1408700 -0.0191410 0.1952700 0.0188030 0.0188030 -0.0143660 -0.0143660 -0.1421900 -0.0178030 0.0404680 0.0404680 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 -0.0038779 -0.1690800 -0.1690800 -0.1690800 0.0702430 0.0069435 -0.0030947 -0.2330000 0.1408700 0.1408700 0.0615080 0.0615080 0.0615080 -0.0191410 -0.1829500 0.0188030 -0.0143660 -0.0143660 0.2032000 0.2032000 -0.1421900 -0.0279450 -0.0279450 0.3422600 -0.0178030 -0.2255200 -0.0287650 -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 -0.194 -0.006 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 -0.194 -0.006 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 2.2744108 6.8024504 10.8130193 10.8545386 11.4252499 10.5073495 10.8975123 10.5863251 11.7000801 7.1949804 -1.5328249 1.4670708 6.5755846 9.4421911 10.3777025 13.5278823 3.8610919 11.6645836 9.9871873 9.3279449 6.1881596 10.8975123 -0.5330336 10.6889488 3.3250410 8.7754216 6.8333822 10.5960207 8.3038835 1.9264929 -0.5330336 7.9201039 4.0817657 8.3963179 8.9448180 9.6313382 7.1500539 2.6369842 -0.5330336 NA 7.296782 11.441474 13.735780 11.056243 11.641205 8.299950 11.411772 10.623143 8.677731 10.653174 6.118111 10.527418 4.805308 12.253328 9.849143 9.846979 12.704796 9.727391 3.325041 10.725037 10.66458355 11.55435679 12.37160027 1.05199847 11.01033326 10.72650880 14.28191676 10.26106932 8.90168782 8.46987458 12.10470348 8.70573916 8.49772692 10.86232608 8.88596659 11.81551127 11.18387918 8.47548823 6.76626784 13.17635896 10.42850936 10.85722867 10.84074056 5.56509141 5.99844150 10.50871882 2.05203326 0.05199847 9.23607113 9.08452726 10.66581164 11.91259194 11.48821322 10.70097889 11.16359263 8.57165861 1.63700736 3.59633886 9.58498842 6.77084094 11.05084768 5.89332338 4.02164851 10.72297347 11.87260009 11.17678975 12.08624801 10.60565146 10.00767206 8.84209919 7.51418382 9.85292208 2.55451518 -0.53303362 3.37395439 8.50260111 9.77084044 10.21860380 10.43176157 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 & neck squamous cell carcinoma 1.25 1963 NA white not hispanic or latino 3 3 NA NA 2 3 2 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.987945e-06 1.317756e-06 29.6774193548387 45.8064516129032 2.58064516129032 17.4193548387097 4.51612903225806 10.7063088 NA 10.5867767 NA 2.2144668 10.3648377 3.9148993 6.2368236 8.6800222 16.3745142 6.6323089 7.9218148 7.7143019 NA 8.9423761 9.9982725 4.9423784 6.4042798 8.3893814 8.1062394 3.6067738 1.5364011 4.5363824 6.8291658 11.0798024 5.5182361 10.2812177 10.2946071 10.2972701 -0.7856265 2.6738956 9.2104631 NA 13.7169768 10.0693241 8.9183594 11.5304543 7.9114231 3.8583093 12.0121172 -0.7856265 NA 13.4379296 9.1198427 -0.7856265 11.4378542 9.4069951 11.9244011 6.2256837 1.5364011 NA 4.6067738 0.2144979 15.1924283 14.1550588 12.1005333 12.1062394 12.6922140 NA NA 3.0218173 10.9622291 9.5796846 10.8465421 9.7965978 2.6607233 18.2609190 19.2445961 12.1453778 NA 2.0217995 -0.7856265 11.5021681 NA 6.6490837 6.5090766 11.4534426 10.7083112 10.0583768 15.8887997 9.0894370 1.2144357 2.0217995 10.7923565 NA 9.7073103 11.8791163 8.4018079 12.3653136 12.2125172 NA 8.0909725 11.1107881 0.2144979 NA -0.7856265 7.6565285 4.2588505 3.9148993 8.7899949 9.6573992 12.2336989 -0.7856265 -0.7856265 5.7380166 -0.7856265 11.1062394 8.1802399 12.4982675 11.7716801 10.4178220 11.0739905 NA 5.0218128 13.4952265 7.3072127 10.9601300 8.3642030 9.8317120 10.5102075 8.5090766 11.6767024 3.2144512 0.7994189 10.6537672 8.5981601 11.9945853 9.3843808 8.9525479 12.8875439 0.7994189 9.1731244 9.1092736 -0.7856265 11.9508577 0.2144979 0.03978900 0.00892020 -0.00038781 -0.00080358 -0.00080358 -0.00177340 -0.00177340 -0.00218880 0.00030532 -0.46065000 0.43787000 0.43787000 2.05590000 0.43187000 0.43821000 0.22718000 0.33047000 0.16878000 0.00155360 0.00155360 -0.00606250 -0.00606250 0.00266380 0.00335800 -0.00343470 -0.00343470 -0.00564780 0.03414200 0.00169230 0.00169230 0.00169230 -0.00117060 0.00613710 0.01198600 -0.00066500 -0.00066500 -0.00038781 -0.00038781 -0.00481820 -0.00481820 0.00000000 0.00000000 0.00585900 -0.00080358 -0.00080358 -0.00163480 0.00502500 -0.00246580 -0.00246580 -0.98708000 0.43143000 0.22592000 -0.00038781 -0.00038781 -0.00038781 1.67770000 0.28789000 0.00155360 -0.00606250 -0.00606250 -0.00108070 -0.00108070 0.00266380 -0.00024921 -0.00024921 0.00335800 0.00335800 -0.00357310 -0.00398820 -0.00398820 -0.00066500 0.03414200 0.03414200 0.03414200 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 NA 7.2912711 10.5119452 12.7545838 11.5227947 10.5862324 10.6051621 3.1213470 11.7594201 4.9958146 NA NA 6.4905798 9.5916663 10.4894162 13.2365634 5.8633537 11.2839055 9.8328413 8.7340921 7.8217861 10.6051621 1.7994189 10.7904676 4.3437418 8.4929515 7.9958152 9.7786051 7.6777351 NA NA 7.9957168 5.7380166 8.9389697 9.0489268 9.5021681 6.6573999 1.7994189 0.7994189 NA 9.808780 11.444476 11.353035 10.269738 11.740955 7.694236 10.563737 11.239941 10.967672 10.558197 5.072436 10.449273 3.349493 11.879116 9.165740 9.836508 12.603103 9.013737 2.799419 8.914895 11.1892288 11.7090614 11.0739905 0.7994189 11.4958062 11.0197966 15.0394376 10.1198427 8.6365206 8.7242307 12.0734081 8.8125082 7.5408851 10.9647440 8.2368236 8.3893814 10.9896545 8.8438124 7.9183594 13.4379296 11.4378542 10.2622613 12.1062394 4.6067738 7.5676025 12.1453778 NA NA 9.2588498 9.7565203 12.3653136 12.2125172 11.1054799 11.1107881 11.6038182 9.8762338 1.7994189 NA 10.8831591 7.6697829 10.5044746 6.3437383 3.3843814 11.1062394 11.1852806 11.0739905 11.8795695 10.2437430 10.2319601 9.9061993 6.1451924 10.4534575 5.7222502 -0.7856265 0.2144979 10.0617167 10.0145467 9.6013960 10.4647541 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 3 NA NA NA NA 2 1 1 1 0 0 0 0 0 4 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 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 4 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 0 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 0 0 0 0 0 0 4 0 0 0 0 3.121001e-06 1.075011e-06 24.5901639344262 45.0819672131148 6.55737704918033 15.5737704918033 8.19672131147541 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 -0.1589500 0.4051100 0.1761800 -0.1352100 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 0.0044178 0.0296060 1.1117000 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-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 NA NA NA NA NA NA 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 & neck squamous cell carcinoma NA NA 0 asian not hispanic or latino 1 6 5 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 4 0 0 0 0 9.016224e-07 4.161334e-07 34.2105263157895 15.7894736842105 2.63157894736842 15.7894736842105 31.5789473684211 6.3036967 NA 10.3279883 -0.1309972 3.8690719 9.7145591 3.3285062 3.4540311 8.7486524 15.8240265 6.8348540 7.2133648 7.8203539 NA 9.0464886 8.4294021 4.8463479 4.3609191 9.4379753 7.3036977 0.4540706 NA 5.1544698 10.8477796 11.0873296 NA 10.4902053 10.4246169 10.7597135 NA 1.1909941 9.1160947 NA 14.7246190 10.5677738 9.3945900 10.3417600 9.0264161 4.8914386 11.5682078 2.4540443 NA 14.1261623 10.0452423 NA 12.3118831 7.3847691 11.7513301 7.3528847 0.4540706 NA 5.2784606 -1.1309972 14.8545771 15.3396359 12.6166558 11.9339803 13.4845838 -1.1309972 NA 1.8690818 12.6341480 9.6884500 11.5020643 9.6172619 -1.1309972 18.1928607 18.9744344 8.1977440 NA -0.1309972 NA 11.1776926 NA 8.7192560 4.2613879 10.7069493 9.6037788 10.5361807 14.5833415 9.4427163 8.6618593 0.8690818 11.5710253 0.8690818 9.4745486 12.3255519 5.5969888 6.5833145 10.5703755 NA 8.2549318 10.2094757 8.8203539 NA NA 4.3926334 3.9134639 6.2353920 9.9351583 8.0389941 11.6695646 -1.1309972 0.4540706 1.8690818 -1.1309972 10.8524190 8.2890294 13.4975716 11.8620075 8.3616434 9.6828503 NA 1.8690818 12.9736679 8.1590877 11.3768638 9.3965461 9.3569092 10.7082178 8.9243514 9.5599401 2.0389980 2.3284918 9.4004506 9.6634850 12.4330995 9.5281732 9.7011680 12.5857814 2.0389980 9.0092853 8.5450262 -1.1309972 10.4947780 0.4540706 -0.02562000 -0.03435900 0.71453000 0.01181800 0.01153900 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 0.01181800 -0.07051900 0.00328130 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 -0.02096100 -0.74194000 -0.74560000 -0.74560000 0.00000000 0.02644800 0.02644800 -1.29290000 -0.73985000 -0.00263220 0.00072705 0.00072705 0.00072705 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 -0.00498440 -0.01587900 -0.75383000 -0.06074800 -0.10237000 -0.15921000 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 -0.012 0.715 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 -0.012 0.715 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 1.454018 5.623958 10.664703 11.126162 12.078827 9.800545 10.659418 8.295334 11.695618 4.823265 NA 4.569509 7.112243 10.169422 10.450270 13.755909 4.046587 11.797588 9.344803 8.650888 3.676425 10.659418 3.392633 10.807178 2.328492 8.788335 4.823265 9.393611 7.175450 4.190994 NA 6.252773 3.823270 9.058894 6.852063 9.512925 6.720819 1.190994 -1.130997 -0.1309972 3.6764254 11.1688495 10.5656020 10.8499227 11.9610003 7.3078611 12.5531602 12.0678211 6.6438562 10.5366242 3.9983490 10.0028535 5.8699701 12.3255519 8.7192560 10.5533794 13.5270887 8.4121011 1.4540179 8.8620075 11.2013854 11.9520498 12.2189032 NA 11.1299887 10.7313190 14.6708020 10.3798333 9.3171853 8.9918971 11.3738881 8.5791353 8.8261712 10.9736679 9.0846022 9.4379753 10.9168747 7.5201205 4.6239546 14.1261623 12.3118831 10.4250961 11.9339803 6.2353920 3.5695032 8.1977440 0.8690818 -1.1309972 8.7623707 7.7759598 6.5833145 10.5703755 11.5257174 10.2094757 11.6583990 9.5721075 1.8690818 3.0389980 10.5102990 6.7332554 10.2089191 6.7082728 3.4540311 10.8524190 11.4441356 9.6828503 12.2441086 10.3803276 11.0576579 8.4745488 7.0137269 10.4629270 -1.1309972 -1.1309972 -1.1309972 7.1677272 9.6748130 9.5918767 9.8655426 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 7 NA NA 4 1 5 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 NA NA NA NA NA NA NA NA NA NA 8.38930953 NA 10.84738297 1.64334827 3.28077819 10.63140881 2.56088611 5.87431008 8.90492780 15.91696480 6.67800146 7.81994403 7.77034675 -1.52657673 9.11638451 8.53682534 4.72135625 6.70224889 9.91118238 8.53142201 2.56088611 -0.52657673 6.11728569 7.66325495 11.34514308 0.47342327 10.54120080 10.73258508 10.19239121 1.05838577 3.60271816 10.23019929 2.93285489 14.68594573 10.24739376 9.41814250 11.47378250 7.23165320 5.50685262 11.51252073 2.72135078 NA 13.35993666 8.61426004 0.79535137 12.41273406 5.59154179 11.59318203 7.74955505 NA -1.52657673 4.74021521 2.28077819 15.63227559 16.62133645 12.00408051 10.52225775 12.30908604 -1.52657673 NA 3.38032772 10.66387231 10.93439811 11.34841170 9.71183506 NA 18.07501254 18.63911145 10.74897287 NA 1.79535137 1.05838577 11.83496295 NA 9.49995369 5.05839443 11.27481742 10.36179303 10.58879913 15.82042877 9.57277809 6.02801875 2.64334827 11.46601470 0.47342327 10.14142883 12.18806440 9.72135779 11.44245702 10.33529265 -1.52657673 8.41594496 10.70014361 5.01259102 1.47342327 NA 5.53984122 5.69260016 7.88705851 9.93132420 10.21405436 10.98740458 3.22831077 NA 7.70704985 0.05838577 11.09456644 8.77034642 13.15340517 11.90649410 9.45775618 10.44497386 5.51782369 2.79535137 13.18294501 8.73081824 11.77692572 8.09731161 8.96428108 9.48185895 11.83646996 10.93618820 4.74021521 0.05838577 8.22329994 8.09364996 13.11231872 9.44856175 9.95371572 11.50426985 2.86574069 9.01379079 8.68044462 0.79535137 10.40083793 2.17386299 -0.0809120 -0.0726750 1.1401000 2.1019000 2.2369000 0.5461200 0.5461200 0.6690000 1.4598000 -0.1777900 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 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 -0.1736000 -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 0.2119700 0.2342600 -0.1745100 0.2429500 0.2429500 -0.2202200 -0.1455400 -0.5995400 -0.0529360 -0.0243950 -0.1888600 1.0553000 1.0553000 -0.3780200 0.021 0.209 0.000 0.000 0.175 0.175 -0.102 0.222 -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 0.222 -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 2.643348 5.848470 10.526677 11.530068 12.162227 10.192391 11.372410 9.998462 11.022974 5.882822 2.173863 3.380328 6.813281 9.428354 10.276351 14.239519 4.975823 11.434518 7.682884 9.043514 6.138765 11.372410 NA 10.152031 3.228311 8.879008 6.221624 10.108241 8.338885 5.882822 1.473423 7.536825 5.830983 9.483958 9.239131 9.811610 7.597551 2.058386 2.380314 0.7953514 6.2013516 12.1058576 11.8979864 9.9702841 11.5594007 9.1911069 10.9881444 13.7080233 8.3803208 11.0938793 8.4916307 11.0719481 5.9108909 12.1880644 8.8265771 10.7720658 13.2737029 8.1738700 1.7953514 9.4283537 11.3911754 12.2590871 11.6651065 0.4734233 11.7073496 10.4818590 13.5564064 8.5515810 10.3345172 9.1118662 12.6101812 8.3175555 9.1458557 9.9070158 8.9572460 9.9111824 10.9036215 8.4203367 6.2872119 13.3599367 12.4127341 10.2621487 10.5222577 7.1842366 5.5178237 10.7489729 1.0583858 1.4734233 9.0593318 9.5994895 11.4424570 10.3352926 10.0299364 10.7001436 11.2714971 9.1449715 3.7213617 0.7953514 9.5325381 7.8151937 10.9665352 7.1493874 4.2807856 11.0945664 11.3397434 10.4449739 12.2935096 10.6336169 10.1204390 9.4225276 7.7908431 10.0959398 1.2807782 NA 4.1738710 9.6639464 8.6632549 10.2165817 9.8865293 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 4 1 1 3 3 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 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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 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 2.843578e-06 1.283078e-06 32.2314049586777 33.8842975206612 3.30578512396694 21.4876033057851 9.09090909090909 12.16829598 NA 10.49358239 NA 2.13264264 10.27691697 1.60212427 6.26510116 8.86579667 16.73204856 6.25876011 8.02466819 6.82452857 NA 10.16437864 10.10904982 4.82452857 2.95577775 3.13265909 7.59208249 1.75416063 -0.56768193 4.80725187 8.59334294 10.92030238 2.82452348 10.14645667 10.35330829 10.20163582 NA 1.75416063 9.05876889 NA 12.66986932 7.71298226 9.67776386 11.24719412 7.17030366 3.89164277 10.73798794 -1.56789578 NA 13.18918444 8.59711808 -0.56768193 9.96700040 5.21002643 11.14602726 4.75413924 NA NA 3.01717365 0.43221115 15.85049991 15.79924341 12.57429112 10.98464019 12.43774804 -1.56789578 NA 1.60212427 10.22052174 8.68605855 11.04646091 9.93504303 4.10463859 17.13952321 17.47656794 11.62942789 NA -1.56789578 -1.56789578 11.32418471 NA 6.45457896 6.94000579 10.97604538 10.38531638 10.55665568 15.14799896 9.28863679 1.43221115 2.33910887 10.92406432 -1.56789578 9.89215511 11.96744528 10.81861261 13.08578407 11.33853812 NA 8.60338785 10.80860796 -0.56768193 0.01720929 NA 7.55966388 4.29019583 3.89164277 8.30872810 11.59601808 10.67001867 -1.56789578 1.43221115 2.75413924 NA 11.77303492 7.49830034 13.43787960 11.80534825 10.57460233 11.19604603 NA 2.89165249 13.44396260 7.68723989 10.95944379 8.82238026 10.12002424 9.46367803 2.01717365 11.22031774 1.23958135 2.33910887 11.50367356 8.72107731 11.42850815 9.85480170 9.79141168 11.89292306 2.95577775 9.43530043 8.89266697 -1.56789578 11.05449186 -0.56768193 0.00805670 0.00875280 0.00485790 -0.00415460 -0.00415460 -0.00152430 -0.00152430 1.27660000 -0.00318590 0.60991000 0.60991000 0.60991000 1.82460000 1.81450000 1.85410000 0.62061000 0.00124810 0.00124810 0.00430210 0.00336200 -0.00443120 -0.00443120 0.00291330 0.01488800 -0.00885260 -0.00885260 0.00944910 0.06107900 0.02006300 0.00569190 0.00444110 -0.00622860 0.00875280 -0.00871760 -0.00235530 -0.00235530 -0.00712670 -0.00712670 -0.01023200 -0.01023200 -0.00027724 -0.00027724 -0.00429290 -0.00415460 -0.00415460 -0.00415460 -0.00152430 -0.00318590 -0.00318590 -0.10762000 -1.26430000 0.62061000 -0.01230000 -0.01230000 -0.00251300 0.00041593 -0.01202400 -0.00387790 -0.00083160 -0.00083160 -0.00981850 0.00249690 0.00291330 -0.01436600 -0.03885000 0.01488800 0.01488800 -0.00885260 0.01754400 0.01754400 0.00000000 0.09086500 0.09086500 0.09086500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.198 0.000 0.610 0.610 1.825 1.825 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.198 0.000 0.610 0.610 1.825 1.825 0.000 0.000 NA 6.6170869 10.4212509 12.0963251 11.3135164 10.4969540 11.7161677 1.2395813 11.2589583 5.7631274 -1.5678958 3.3391089 7.5090267 9.2274391 10.1643786 13.7620075 4.9991792 11.2845457 7.6658312 8.8777642 8.1703037 11.7161677 NA 10.4297436 4.4983019 8.8954905 8.0868474 9.3421042 8.3693347 2.8245235 NA 7.7874521 7.9498804 9.1887676 10.5190109 9.9018530 7.3391017 2.6021480 -0.5676819 NA 9.589558 11.066795 11.625270 8.352564 11.573360 7.108168 10.156725 10.924565 10.986800 10.395830 7.426565 11.165015 3.829667 11.967445 10.811860 10.153310 13.064060 10.196668 3.680144 10.025602 10.5876619 11.6882724 11.5693624 -0.5676819 11.3925752 11.1870987 14.9865589 9.0652063 9.2674721 8.2808343 12.5825932 9.3360629 8.0832628 10.6733006 9.3465964 3.1326591 10.4378358 9.5063526 7.3056550 13.1891844 9.9670004 10.2674721 10.9846402 5.5407372 6.8584759 11.6294279 NA -0.5676819 9.1533103 9.5901897 13.0857841 11.3385381 10.8774848 10.8086080 11.1893929 9.5524491 NA -1.5678958 10.3365447 8.1837555 8.8844523 5.4094928 7.7382727 11.7730349 10.8980327 11.1960460 11.9501266 10.4642570 10.5765508 9.3079606 6.3864075 10.5892422 5.4322111 -1.5678958 -0.5676819 10.6673129 9.7930583 9.7439595 10.8088793 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 6 NA NA 1 3 1 2 1 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 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 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 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 4 0 2.843578e-06 7.629113e-07 17.3076923076923 60.5769230769231 0.961538461538462 14.4230769230769 6.73076923076923 8.6781758 NA 10.2669501 2.5489051 4.0228205 10.6209511 -0.6210445 4.5488928 8.9788809 15.9983569 8.0336042 8.2431540 9.0010197 NA 9.2600819 8.7496553 5.6643691 4.0228205 9.0741963 8.7387175 0.3789555 NA 9.6077867 11.0650307 11.3393319 4.7008947 10.4802871 9.8312092 10.5545175 -0.6210445 4.3331661 8.2765413 NA 14.0319809 11.2067076 8.8115099 11.5287151 8.6712895 6.1068885 13.1288374 NA NA 14.6291553 9.4664307 -0.6210445 11.9559246 6.0297334 12.0815735 6.6363564 NA NA 4.8383972 NA 14.7830777 15.4207986 11.9552161 11.3320731 12.8736986 NA NA 4.1338594 11.6274886 9.9005684 10.1321847 9.9723591 NA 17.5921956 18.1785152 9.7299070 NA 0.9639180 0.9639180 12.3227648 -0.6210445 6.9936778 4.2858608 11.0560930 9.8976212 9.6351767 16.4936050 9.0264263 6.1204349 4.3789693 10.9282713 0.3789555 9.8104656 11.3074345 6.3789676 9.4396639 11.9704903 NA 8.6666803 10.2654267 6.8219117 NA 0.9639180 5.6274638 6.0083255 5.4874928 10.2933531 8.3733215 10.6457545 0.9639180 NA 1.3789555 NA 10.6591587 8.3389699 12.6887285 11.2404426 10.3831181 10.8981127 NA 5.5287151 13.1601227 7.7053974 11.2531809 9.2948472 10.2839563 10.4554630 9.8353224 12.3022954 3.2858608 1.9639180 8.6077867 8.3648101 12.4141107 9.7669852 9.5197978 12.8884955 1.3789555 9.0867241 8.9639304 NA 8.9161864 0.9639180 -0.0327230 -0.0537460 0.7083200 -0.2602300 -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 0.2071400 -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 0.2045700 0.2229900 -0.2602300 -0.3247000 -0.3247000 0.0238470 0.2088300 0.2088300 -0.9516600 -0.2911800 -0.2911800 -0.1932500 -0.1932500 -0.0587610 0.1977100 0.1977100 -0.0494240 0.0087528 0.0087528 0.1920800 0.1974000 0.2104100 0.0272160 0.0272160 0.1237800 0.1413200 -0.0364010 -0.2643200 -0.2643200 -0.3158700 0.0000000 -0.0040162 -0.0105010 -0.134 0.000 0.198 0.198 0.000 0.000 0.000 0.192 0.210 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 0.210 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 NA 6.0228250 11.0807076 11.4410141 12.1967511 10.0794077 10.3273352 NA 12.0062738 4.3789693 NA 2.3789555 6.4557842 9.0566876 10.4178869 12.5657012 3.4765761 11.2138340 8.8383997 8.5922425 5.0513939 10.3273352 0.3789555 10.3447523 4.3789693 8.4096901 4.4664314 10.6047779 8.4083934 2.1863104 -0.6210445 7.4557834 2.8384073 9.2291548 8.0689658 9.1750075 7.4342504 0.3789555 1.3789555 NA 6.1733833 12.2593167 12.3617798 10.9807387 11.7378938 9.9229664 11.2086907 12.7381684 7.3676524 10.5495190 6.8867623 10.1660542 5.3821208 11.3074345 7.8010325 10.1685016 12.0958517 4.8708233 0.3789555 10.1077387 11.0940719 12.6684105 11.4861850 1.9639180 11.3111827 10.0246264 13.8185917 9.8547014 8.3476347 9.7777116 12.5314112 8.3389699 8.4690805 10.7126824 8.3929884 9.0741963 10.9502465 7.6268954 6.9335573 14.6291553 11.9559246 10.6878758 11.3320731 6.2493335 6.7712848 9.7299070 NA 0.3789555 8.6316333 9.3490737 9.4396639 11.9704903 11.6963806 10.2654267 11.7648303 9.8718226 NA NA 10.2695591 7.7841094 10.0992122 5.1863223 3.9025271 10.6591587 11.5188390 10.8981127 11.2209254 10.1170602 10.0593274 10.5076068 6.4557842 10.2753003 2.8384073 -0.6210445 NA 8.7376631 9.8270843 9.9936778 10.4557836 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 3 NA NA 2 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 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 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 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 5 5 0 4 4 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 4 0 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 5 5 4 4 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 4 0 0 0 0 0 0 0 1.421789e-05 3.675845e-06 15.719696969697 65.719696969697 3.40909090909091 11.3636363636364 3.78787878787879 9.1051872 0.7983409 10.6212025 1.2133784 4.7369674 9.6779493 7.9782752 5.7052564 8.8751817 16.9678282 7.7564356 7.3114359 7.9582378 NA 10.0975742 9.7122529 5.5171843 4.3833310 0.7983409 8.8114563 2.3833310 0.7983409 10.2322993 4.8858281 10.7192152 3.2134095 10.4100058 10.4660691 10.8613117 1.5353563 3.6728326 9.1970385 0.2133784 14.4091603 7.8281136 9.1051872 11.2045711 8.6312560 6.0207578 13.1840488 1.5353563 NA 13.1507775 9.4118486 0.2133784 11.1315215 11.9610868 11.7884701 5.2577989 0.2133784 -0.7866216 6.2357711 0.7983409 15.3424644 14.1720551 12.3376865 10.6941938 12.6085361 NA NA 4.4613321 11.2312560 9.6573831 10.5034225 9.7231787 -0.7866216 18.8223677 19.5667149 11.1415518 NA 3.0207511 1.2133784 11.9883965 0.7983409 7.2955522 6.7679924 10.6193429 9.9557131 10.3041777 15.2985856 9.4836989 2.7983616 3.6728326 11.5805453 NA 9.2781465 12.3931448 9.3870807 11.4906911 12.0860785 NA 8.0775896 10.8299525 4.5353314 1.5353563 -0.7866216 7.2598186 5.5532530 5.0207600 8.8963981 9.1051872 11.1367311 2.9138373 1.5353563 6.7525626 NA 11.2815101 8.6769281 13.1294697 11.3310467 10.3922925 11.6893903 NA 5.1906820 13.7900061 8.1935431 11.3992083 8.7369657 10.1079182 10.2898853 10.5938647 11.3574245 3.1203022 1.7983824 9.9250706 8.7718242 12.0357753 9.1878182 8.9155765 12.3407532 1.7983824 9.2125582 8.1232968 0.2133784 12.0431264 0.2133784 -0.00069303 0.01213500 0.00263570 -0.00650500 -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 0.00374650 0.00305220 0.00597000 0.00597000 0.00597000 -0.00069303 0.00513590 0.01213500 0.00263570 0.00263570 0.00263570 0.00263570 -0.00027724 -0.00027724 -0.00027724 0.00263570 0.00041593 -0.00650500 0.00235810 0.00694350 -0.00595220 -0.00484610 -0.00973300 -0.49778000 -1.05090000 0.00513590 -0.01142100 0.00080035 0.00152550 0.00083195 0.00083195 -0.00636680 -0.01058900 -0.00595220 -0.00221680 -0.00180140 -0.00041585 -0.00843850 -0.01395300 -0.00567570 -0.00567570 -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 NA 7.6142829 10.2988760 11.8840599 11.2635924 10.7047557 10.3574246 NA 11.3362316 7.3323445 -0.7866216 -0.7866216 7.1322673 9.7477064 11.0086316 14.0406967 2.7394809 12.1621359 10.1097360 8.7821389 6.2020886 10.3574246 0.7983409 10.3407532 2.3833310 9.3202152 7.9379175 10.8021182 7.7965238 3.1203022 -0.7866216 6.9680239 5.9138444 8.6396685 10.5698556 10.2673296 7.4277226 2.3833310 NA -0.7866216 7.3426863 10.7837338 11.2091602 12.2907201 11.7545003 9.1426621 10.0853089 10.2774727 9.1337564 10.7808844 7.2468270 10.5862687 3.3302716 12.3931448 9.0207586 10.2509506 12.6459194 9.5808184 3.0207511 10.0596776 10.8147101 11.5126116 11.6871094 1.2133784 11.0187445 10.8747364 14.7567349 9.3166915 8.3088004 7.9447226 11.8796276 9.1906549 8.5576996 10.5137562 8.6142832 0.7983409 11.0191475 9.1617708 8.5103199 13.1507775 11.1315215 10.4343865 10.6941938 5.4988061 7.1262925 11.1415518 2.0207689 -0.7866216 9.9129761 9.6132156 11.4906911 12.0860785 11.5526970 10.8299525 11.0926039 9.7022480 3.8572644 NA 9.4701077 7.7940766 9.5938647 7.4228570 3.5353314 11.2815101 11.7545003 11.6893903 12.5907498 10.7837338 10.5521400 8.9716269 7.8751817 10.0455025 0.2133784 0.2133784 3.9138468 9.1211356 10.2302119 10.1942572 10.6359940 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 & 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 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.5201456 11.0023853 10.3262006 NA 15.7617758 16.4395276 11.5384494 2.4739427 3.2812828 3.5894040 12.4218116 -1.1109159 8.9896309 3.4739297 10.5915310 10.2983597 9.3339836 16.0562006 9.4701694 5.2983614 6.5400211 10.9265156 0.8890062 10.7111412 12.7833052 10.8945932 10.8676791 11.6668404 NA 9.2365900 10.5644848 7.4925951 0.8890062 NA 5.8893056 7.7250192 5.9333625 9.8358750 10.2012844 9.9299433 3.1368968 -1.1109159 4.6703305 NA 10.9929121 9.5292136 12.7567300 10.1621815 10.0219696 11.0256394 NA 5.7091472 13.3068871 8.7516060 11.1537045 9.2343739 10.6274621 9.4080348 3.9333649 11.7608739 5.1177865 1.8889672 10.6649904 9.3277606 11.2983596 11.3031254 9.1404512 12.1197397 4.9113369 9.7528606 9.0169631 2.2108875 7.7837866 2.5894040 0.24887000 0.24280000 0.82823000 0.26028000 0.26028000 -0.04020900 -0.04020900 3.65690000 0.25418000 -0.37012000 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 0.74366000 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 -0.34584000 -0.69042000 -0.35065000 -0.35065000 -0.35947000 -0.04020900 0.25418000 0.25418000 -0.95594000 -0.23178000 -0.23178000 -0.66596000 -0.35600000 -0.35008000 -0.00069303 0.26875000 0.06365200 -0.37820000 0.53344000 -0.36238000 0.58488000 -0.34228000 0.32302000 0.32302000 0.23659000 0.23659000 -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 0.4739427 6.8776535 11.2777932 10.6070734 10.0787933 10.0317140 10.3524931 8.9154922 10.8991471 10.6567394 -1.1109159 4.6963222 7.9388174 10.7007448 10.4149788 10.8819070 3.2812828 10.9165292 8.8719622 8.1720569 5.0588922 10.3524931 0.8890062 9.8533096 4.0984196 8.1834974 6.7281722 10.2393499 8.8573475 4.9764324 1.6963055 6.3319130 6.1835897 8.3565743 10.0800279 9.8387953 6.8719619 3.4125241 1.2108875 6.127373 4.315233 12.409096 14.232095 9.876233 11.756247 11.695921 10.203552 12.343139 8.068878 10.974109 9.746172 10.192179 5.191105 12.783305 10.314185 10.983706 13.556118 12.385198 5.458825 9.721859 11.3753010 13.0929284 10.7051523 2.0589052 11.4781517 10.2828953 13.6387313 9.0221109 9.8783632 9.2866432 13.3521099 8.2357041 8.5418137 10.9681201 9.5119356 3.8889672 11.2536506 8.9751048 6.1927485 12.3724066 11.6612833 11.1835894 9.6405127 5.6963249 6.2198848 11.5384494 6.0688771 0.4739427 9.0463156 12.8155427 10.8676791 11.6668404 10.0399853 10.5644848 11.3763063 9.2443198 3.7958604 1.6963055 9.5972595 8.8358748 10.5219639 6.2726727 5.5894070 10.9929121 11.3319122 11.0256394 12.2304875 10.2710522 10.2443198 9.6546691 8.4851583 10.0763207 -0.1110717 NA 1.4739427 9.1707248 9.6262161 10.0431539 11.0843409 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 & neck squamous cell carcinoma 3 1980 0 asian not hispanic or latino 4 3 NA NA 4 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 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 7 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 4 0 0 0 0 0 0 0 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 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 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 7 0 0 0 0 3.225034e-06 8.322669e-07 22.3140495867769 53.7190082644628 4.13223140495868 13.2231404958678 6.61157024793388 9.55006510 NA 10.35104246 -1.08191913 4.94034531 10.55369687 2.50294157 5.97326227 9.62964568 16.48056402 6.38558462 7.83086819 8.92780729 NA 9.50669337 9.95483913 4.69934063 3.72533763 8.61841854 7.95140187 1.50294157 NA 8.07026373 9.17889835 10.90985484 3.37741531 10.48069812 10.39876891 10.32895996 NA 1.50294157 8.93788901 NA 14.41916282 8.98272155 9.36092212 11.09819872 7.19874951 6.20338129 12.04242317 1.91796634 NA 13.73070757 9.27112566 -1.08191913 10.54961055 6.52715794 11.84871608 6.26670597 NA NA 5.65944510 1.91796634 15.50767303 16.64292371 12.24117988 11.59701893 12.56296159 -0.08207184 NA 2.61842662 12.56206033 9.07153074 10.87326538 9.97934988 NA 17.97184897 18.75873104 11.08571045 NA 1.91796634 NA 11.52276360 NA 8.68946830 5.75086908 10.84976890 10.14679738 10.07595721 15.76005894 9.21947494 4.56183322 2.50294157 11.96168959 NA 9.79909265 11.80955742 6.53268787 11.09819872 11.69585044 NA 8.54733530 11.05944728 4.98406978 NA 3.00543592 6.12918615 4.91798066 6.51043505 9.11642376 8.90950071 10.98272148 2.72532672 NA 7.24889531 NA 10.71887865 7.92360322 12.53808398 11.61603223 10.18761386 10.87725622 NA 1.91796634 12.78969150 8.02388739 11.54596851 8.78371201 9.59055430 10.74013525 11.31297726 10.80862300 2.08790407 1.50294157 8.15159857 8.80672199 11.33714888 9.75244973 9.23990684 12.42614488 2.72532672 9.07442837 9.28430105 NA 10.80367506 0.50294157 0.00430210 0.00485790 0.43243000 -0.00095393 -0.00295830 0.00000000 0.00000000 0.00027728 0.00027728 -0.33410000 0.69372000 0.66346000 0.50863000 0.50863000 0.50863000 0.50863000 0.51246000 2.83700000 -0.03231400 -0.03231400 -0.00747200 -0.00747200 -0.10736000 -0.00940760 0.02735700 -0.32670000 0.18147000 0.05226400 -0.00539920 -0.00539920 -0.00539920 0.00430210 0.00485790 0.00485790 0.07613500 -0.33595000 -0.33595000 -0.33595000 0.00360760 0.00360760 0.00277450 0.00569190 0.00527490 -0.00295830 -0.00295830 -0.00295830 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 -0.00940760 0.58560000 -0.32670000 -0.01986300 -0.01986300 -0.33248000 0.04372300 0.05226400 0.05226400 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 1.50294157 6.85461659 11.16620282 11.50317603 11.10718555 10.65607103 10.93791688 8.96646565 10.95140173 6.51789138 -1.08191913 1.50294157 6.12743312 9.39168439 10.51974956 13.03472880 3.31783948 11.27305448 9.98809968 9.05625051 6.70588117 10.93791688 4.64589760 11.02323248 4.69934063 8.97752608 7.83684188 10.94519361 8.00044739 3.00543592 1.23988680 7.85152169 2.08790407 9.18476528 9.97393897 9.05240503 6.83086756 -0.08207184 2.72532672 NA 8.595698 11.448629 11.031389 10.788729 10.994126 8.462943 10.974278 11.471128 10.041454 10.289755 7.062637 9.821107 4.023992 11.809557 8.943118 9.760329 12.638434 8.534527 1.502942 8.788343 11.32232202 12.52403688 11.05529010 -1.08191913 11.02224983 10.78949900 14.26219903 10.72291637 8.80672199 8.42379034 11.62598485 8.85585269 7.73496224 11.40053462 10.23539140 8.61841854 11.26088679 8.52900334 7.49162625 13.73070757 10.54961055 11.40229817 11.59701893 5.18476429 7.31885820 11.08571045 1.50294157 NA 8.97461650 9.60622901 11.09819872 11.69585044 11.59106693 11.05944728 11.98541308 9.04339208 -0.08207184 1.23988680 9.73134313 6.94500013 10.91091708 5.65944510 4.77596182 10.71887865 11.16531291 10.87725622 11.95895332 10.61407687 10.12193843 9.56273641 7.24889531 9.97597046 4.16590390 NA -0.08207184 9.13771587 9.63308277 9.99412627 10.58198152 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 & neck squamous cell carcinoma 25 1960 1 white not hispanic or latino 4 3 NA NA 4 1 5 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 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 0 0 0 0 4 0 0 0 0 0 0 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 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 1.699212e-06 5.895224e-07 20.5882352941176 29.4117647058824 0 29.4117647058824 20.5882352941176 12.04418716 NA 10.37545187 3.02672925 3.74661374 11.18955928 2.63969523 6.04778484 9.14138476 15.98576674 5.43111478 8.63796556 8.55764635 -1.06069819 9.39971670 8.93926096 4.79724130 3.18718181 11.47720719 8.93502799 1.52421416 -1.06069819 9.92652491 11.24759984 10.80885472 3.84615228 10.98057775 10.15540038 10.37701288 NA 4.52422043 8.21617643 NA 13.59137757 9.13155373 9.51290813 10.58356779 7.86999845 6.92225495 10.53591648 4.26119229 NA 13.25667345 8.56861740 0.52426431 9.80189812 5.24304066 11.45717626 5.16808038 NA -0.06069819 5.41499467 -1.06069819 15.59652318 15.71684905 12.08710172 11.20604738 12.31769118 -0.06069819 NA 2.84615228 11.25129292 8.24760002 10.66760655 9.72960936 -1.06069819 16.63419679 18.16800909 9.60281891 NA 1.74661374 NA 10.72062058 -0.06069819 9.00400355 5.74661643 10.91257435 10.42206876 10.77452180 15.73777061 9.25780362 5.04778702 6.56131239 11.07945152 NA 9.41195178 11.19270651 8.34227294 10.96889319 11.77215087 NA 7.95048824 10.86258831 7.10416785 NA -0.06069819 6.06936706 5.52422356 9.05170027 9.38116763 10.65950513 11.01607645 2.52421416 1.52421416 3.89345929 NA 11.13124536 7.68409496 12.60515189 11.02771784 9.98989854 10.57950574 NA 3.69414473 12.99114950 7.74983256 11.67629690 10.55305028 10.10912323 9.93292101 7.70413259 11.92847792 3.74661374 2.84615228 8.62751127 9.68157032 11.01072320 10.08900800 9.18955922 12.80122008 3.26118477 9.15435688 9.21887148 -1.06069819 9.40278527 -0.06069819 0.0000000 0.0000000 0.3616600 -0.0131270 -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 0.0291090 0.0087528 -0.0606140 0.2432600 -0.3171600 -0.1247300 -0.1396200 -0.1396200 0.3721600 0.1333100 0.0428740 0.0428740 -0.2509400 0.0000000 0.0000000 -0.0086243 -0.3262300 -0.3262300 -0.3262300 -0.3262300 0.1130100 0.1130100 -0.0750500 -0.1533600 -0.1326400 -0.0131270 -0.0135650 -0.0135650 0.2192900 0.1237200 -0.4051700 -0.1002600 0.3864400 0.3864400 -0.4444800 -0.4444800 0.2703300 0.2706400 -0.1424500 0.0087528 -0.1901400 -0.0606140 0.0538060 0.0543760 -0.3171600 -0.1340600 -0.1340600 -0.1247300 0.0529520 -0.1396200 -0.1284900 -0.1157400 -0.4057300 -0.2068500 -0.2068500 0.1028900 -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 0.132 -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 0.132 -0.112 0.124 0.124 0.000 0.524 0.386 0.386 -0.104 0.103 2.3987061 6.2791109 10.9938652 11.1340177 10.3764927 10.8472781 11.1895593 8.7514383 11.1942894 8.5722561 0.9392266 1.2611697 7.2430416 6.7784649 10.3104929 13.7369730 2.8624117 11.4053373 8.6924778 9.4126115 5.6941475 11.1895593 1.7466137 10.8188441 4.3315762 8.6024632 7.4706426 9.8393729 8.1844330 4.2968098 1.2611697 7.4391070 3.9836595 7.8431428 10.0477852 9.5166897 6.6874541 1.9392642 2.8461523 NA 7.601039 11.604819 11.488078 8.224663 10.849529 9.528912 10.546591 11.889817 8.480358 10.706204 6.950488 10.040580 4.497836 11.192707 9.992508 9.969928 12.821973 9.172880 3.639695 9.778465 11.36473903 11.84351911 10.06596537 0.93922658 11.27157718 11.14993221 14.57780451 9.87663466 8.56314249 8.80499412 10.97337199 8.96661388 7.89054580 10.99284737 9.43211550 11.47720719 10.46086131 8.52984788 5.70744472 13.25667345 9.80189812 10.25554239 11.20604738 5.61168585 5.36552458 9.60281891 2.84615228 0.52426431 9.32188481 10.55764635 10.96889319 11.77215087 11.23445581 10.86258831 11.51975497 8.93644036 -0.06069819 1.26116972 10.02371056 8.49237157 11.38142680 4.66718252 4.22466545 11.13124536 11.46086126 10.57950574 11.91957897 10.34227283 10.12661298 9.25100917 7.31863951 10.48132538 NA NA 5.06854184 9.47406952 9.70496133 9.73042377 11.23330714 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 & neck squamous cell carcinoma 6 1971 1 NA NA 2 2 NA NA 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.739545e-06 1.040334e-06 29.7297297297297 25.2252252252252 2.7027027027027 23.4234234234234 18.9189189189189 8.76058756 NA 10.81097780 3.68334837 3.28741319 10.03171857 8.44887907 5.12695221 8.26107520 15.17693978 7.53534304 7.54331414 6.55518883 1.03948937 9.42858190 8.45311627 4.76741115 3.49891461 2.36140343 7.47828021 3.49891461 0.03941918 9.52531760 7.00527310 11.15420667 -0.96044044 10.72773858 10.65189607 10.58252006 1.84683427 2.73993449 8.02316607 NA 12.60946254 8.49275890 9.19531856 11.02746282 9.57086969 7.01676818 11.38627903 2.20942217 1.84683427 11.53983225 8.01103209 -0.96044044 12.20329517 4.81295509 12.43274467 5.90985229 NA 0.03941918 4.32488979 1.03948937 14.37162801 14.51846010 12.31575813 10.49378761 12.36577733 NA -0.96044044 3.68334837 10.67475290 9.04089654 11.58276184 10.29805432 0.03941918 14.96416164 17.31840957 9.71279729 -0.96044044 1.03948937 1.62442848 11.47046345 NA 7.51926826 3.36141747 10.77724685 10.43609311 10.50709383 15.21624582 9.54430725 5.43180679 3.36141747 10.79604464 2.49891461 9.76058740 13.55574233 7.72598854 11.04370874 11.21939737 NA 8.93127204 10.91945435 6.41452796 NA NA 6.73318484 4.89746795 6.74684750 8.49686935 9.55124087 9.93278980 4.43180345 NA 5.32488979 NA 10.22684036 7.56696505 13.05760151 12.17887975 8.81434117 11.30305094 4.43180345 3.36141747 12.76985228 8.25623417 11.02604145 9.08114732 10.26529823 8.96578428 10.39538997 9.29451691 4.39704309 0.03941918 10.37208431 8.08661236 11.05385755 10.04931697 8.58638271 11.14408704 3.49891461 8.55912467 8.78768124 NA 11.00779510 2.84683427 0.02679500 0.54824000 0.53432000 -0.00802440 -0.13953000 -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 0.15233000 0.08565400 -0.51527000 0.05096100 0.48423000 0.02679500 0.02679500 -0.03983100 -0.54229000 -0.51948000 -0.53792000 -0.53792000 -0.19787000 -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 -0.03803400 -0.19875000 -0.19875000 -0.49308000 0.05545200 0.05545200 0.05545200 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 -0.9604404 6.9343065 11.1325757 11.8446275 12.0561225 10.4430329 11.3483961 3.2874132 10.5167406 7.4531159 5.4488778 5.1055775 6.5313409 8.8849782 10.1499716 14.7707012 3.2182077 11.5358428 8.3636687 8.5547151 5.6394000 11.3483961 3.4318101 10.6178610 5.0618539 9.9210917 6.0618561 8.8927978 7.9376663 4.9936834 8.2317809 6.6541978 7.4446298 8.2440593 8.8818386 9.6724835 8.7741980 1.8468343 2.0394894 NA 6.189236 11.251985 10.740344 11.775890 12.398551 9.011032 12.337551 10.718088 7.912932 10.332960 6.072912 10.486571 4.619031 13.555742 9.571844 9.688744 13.028055 11.477760 2.209422 10.519269 10.70571229 12.27908683 11.28057766 2.49891461 10.93278980 10.70748683 14.73696442 8.49481559 7.75373355 9.30627477 11.25532458 9.75253971 7.62445114 10.00959421 9.76058740 2.36140343 10.01819879 10.50607467 8.66519697 11.53983225 12.20329517 10.14539686 10.49378761 7.11095095 6.69770016 9.71279729 2.03948937 -0.96044044 8.98785547 8.27070927 11.04370874 11.21939737 10.18414650 10.91945435 11.17038053 8.26348987 5.20941437 NA 9.96432310 9.63194532 9.31095126 7.73297531 3.12695634 10.22684036 10.67475290 11.30305094 11.80787941 10.11296045 10.72248285 8.38600213 7.53134169 10.48450311 0.03941918 NA 8.74684750 9.07460364 9.69322906 9.00671458 11.18095684 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 & neck squamous cell carcinoma 80 1963 0 NA NA 3 1 NA NA 4 1 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699212e-06 7.282335e-07 20.8333333333333 16.6666666666667 5.55555555555556 29.1666666666667 27.7777777777778 9.6151786 NA 10.0702822 2.7247812 4.6228952 10.1326234 1.2653169 7.2368877 8.7370198 17.0645060 6.4551694 7.9657843 7.0068119 1.2653169 9.5622607 9.2122507 4.5872750 4.4747994 3.6576629 8.0726997 3.9091971 -0.7345631 6.4941628 6.6999722 11.0871186 2.5872690 9.9623122 10.2730727 10.4383970 -0.7345631 2.4352819 9.1207425 6.4048963 14.0744595 11.0256487 9.0626657 9.7471440 8.2049237 8.4226913 10.9924141 6.0467050 NA 12.9088626 8.7309109 1.8503194 9.7731392 4.2292803 11.3907581 7.4893462 1.5872690 2.2653469 4.0202355 1.2653169 17.4095593 17.8473113 12.1603517 11.2967012 12.2877124 0.8503194 -0.7345631 3.1722315 11.9419628 8.7947752 11.5129755 9.3368069 0.8503194 18.4175700 19.1166529 11.4526966 NA 0.8503194 2.0726889 11.7181006 NA 11.3294136 6.3633761 9.8701387 10.0556931 11.1049420 14.5570189 8.5804941 7.4402704 3.4352685 11.4914556 NA 10.7365117 12.1514088 8.9657843 9.8791340 10.3581017 4.6576629 8.1931227 10.7903759 7.7451250 2.5872690 4.4747994 7.3695764 5.6916095 8.4100027 8.5132720 10.5855811 11.3561186 4.5507468 NA 4.9377681 NA 10.6250941 8.4048959 13.3154483 12.3463286 8.9590581 10.1456934 1.8503194 5.4150927 13.3797376 7.3528071 11.2376064 7.8910534 9.5588162 9.3282811 8.8045034 11.1673427 3.9657843 0.2653169 9.0467044 8.1387889 11.5330091 9.2180859 9.3501529 11.9289027 3.9657843 8.0925283 7.6228967 NA 9.0548783 0.8503194 0.0031910 0.0037465 0.3028200 0.6235100 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 -0.0193550 0.6948400 -0.1455400 0.3010600 0.0027745 -0.0701350 -0.0957800 -0.0957800 -0.0008316 0.0377820 0.0141900 -0.1528500 0.1929900 0.0017544 0.0017544 0.0037465 -0.1358700 -0.1358700 -0.1358700 -0.1358700 -0.0491540 -0.0491540 -0.0491540 -0.0491540 -0.0080244 0.0027671 0.0027671 0.0026039 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 -0.0069195 0.0000000 0.0027745 0.1404300 0.1404300 -0.0701350 -0.0960440 -0.0957800 -0.1501500 -0.0622260 -0.5199600 0.0338310 0.0265140 0.0265140 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 6.3842864 6.2653450 11.1842078 11.3381471 11.8559316 10.8545275 11.3617303 13.2206312 11.9739974 7.2932509 NA 3.7247812 7.2653450 9.6662240 10.0710885 14.6057858 4.1842089 12.0021693 9.5321311 8.8674125 7.8352003 11.3617303 1.8503194 9.5996178 5.8800537 8.0019497 8.7329502 9.3138315 7.2793088 5.0202310 -0.7345631 6.5037494 5.6747346 9.4112767 10.4941633 9.9983598 7.9163960 3.3528009 6.5691250 0.2653169 5.5691265 8.9518451 10.2419015 7.4302518 11.4947643 9.1586460 11.5487224 11.2159005 8.4917569 9.9172932 7.8427733 10.6316668 5.3559853 12.1514088 9.2946318 9.8237653 13.0860670 7.0662442 NA 9.3738689 11.2554485 11.7332048 12.3275594 1.5872690 10.2144418 10.9006093 13.7726393 9.0068116 8.5414692 7.9413018 11.7142352 8.4490046 8.5691253 10.4983650 7.5645527 3.6576629 9.7288690 8.7592001 8.0368341 12.9088626 9.7731392 10.1131849 11.2967012 5.3528080 6.9377705 11.4526966 3.7247812 -0.7345631 8.4772329 8.8689710 9.8791340 10.3581017 10.2890989 10.7903759 10.8675795 7.7849809 4.5132697 3.8503094 9.9368768 7.9692484 12.8512460 6.2078597 5.2877124 10.6250941 10.8937901 10.1456934 12.3978443 10.7908654 10.2368882 9.4699157 7.6874093 10.9105526 5.3946273 2.0726889 NA 10.1528318 8.5180098 8.6874093 10.5061359 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 & neck squamous cell carcinoma 75 1986 1 NA NA 1 1 NA NA 1 3 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.843578e-06 5.201668e-07 22 30 4 20 24 9.63178184 NA 10.53550596 5.15999643 1.53550557 10.58035543 3.90474419 6.24516477 8.70041301 16.12000857 6.16971259 8.03002813 9.24056239 3.03801469 9.80385311 8.74333387 4.78343570 4.88128285 2.40998826 8.89159113 2.40998826 0.53555533 9.71707232 9.78817149 11.16334381 -1.04930764 9.65271611 10.42424924 10.57442494 NA 4.03800591 9.29348475 8.39555813 14.14860477 9.02468481 9.87387101 11.25346797 8.69537725 7.78974751 12.38530201 4.65098278 NA 13.96220753 9.04594064 -1.04930764 11.29011518 3.32836257 10.94595732 7.70208747 NA 0.95054307 4.44239948 2.12048466 15.20861129 16.32228040 12.45163425 11.06428564 12.54894498 NA NA 3.99494171 11.41099939 9.30479279 10.95019120 9.57076327 NA 16.28347164 18.12613689 10.84952270 NA 1.75791932 3.75789799 11.80794138 NA 7.96735193 5.35993576 11.13366704 10.45486598 10.78185072 15.93780749 9.89525551 5.21733155 5.17936375 11.28872272 NA 10.77351261 11.59619516 9.27359818 10.80229251 11.71375586 -0.04945693 8.57442512 11.30010118 5.05906969 NA NA 7.21868819 5.92782299 7.66134986 9.15389145 9.63353801 10.52513699 5.47410502 NA 7.06428577 2.40998826 10.71375586 8.64054140 12.72533053 11.35115612 9.78048022 11.20202591 NA 6.05906752 13.02961154 8.11041493 11.85027804 9.31686573 9.82590882 9.82016811 8.93638530 10.30919472 4.90473938 2.75789799 10.00650365 8.45436922 11.40304212 10.00243207 8.62650046 12.80453523 3.65098278 9.28679338 8.91343937 1.53550557 6.73844630 2.75789799 0.00471900 0.00430210 0.44088000 0.00374650 0.00291330 -0.00210070 -0.00210070 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 0.05132000 -0.03445800 -0.01450300 0.00736090 0.00736090 -0.35293000 0.00430210 0.00430210 -0.31249000 -0.75400000 -0.36963000 -0.36963000 -0.00774200 0.00263570 0.00263570 0.00263570 0.01447000 0.74632000 0.00583090 -0.00416760 0.01000600 0.01502800 -0.37752000 -0.37836000 -0.36624000 -0.36624000 -0.06088300 -0.06088300 -0.06088300 0.00000000 -0.34710000 -0.00055444 -0.36861000 -0.01550800 0.00416320 0.00833510 0.00388540 0.00070641 0.00070641 -0.01574100 -0.01574100 -0.35863000 -0.04563500 -0.02931100 0.01223700 -0.02583100 -0.02849100 -0.04644800 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 NA 7.02735866 11.18416318 11.78363123 10.90800833 10.63966792 11.23681242 2.75789799 12.34312924 8.15511472 -1.04930764 3.27247116 5.66479001 8.82552489 10.91957018 11.68546475 3.50390840 11.62097846 8.87387101 8.93676954 5.92782299 11.23681242 -0.04945693 10.72985242 4.59439926 8.84466403 8.05383142 9.82167865 9.03738305 1.95054307 6.09009548 6.65098278 3.99494171 8.77550230 10.41712983 9.35674840 7.32558250 1.75791932 3.27247116 -1.049308 6.474105 12.076603 11.877388 10.919930 10.583539 10.189545 9.898180 11.395041 8.115451 10.516122 7.267956 10.445399 4.133629 11.596195 9.687791 10.255465 12.780295 7.539258 1.272501 9.496473 10.92388210 11.71479308 10.71624398 2.27247116 11.45759480 11.25032388 14.99661768 9.19847107 8.87387101 8.52419065 10.67121525 10.21229757 8.25660499 10.39607566 9.04065603 2.40998826 10.93958311 8.70543091 7.86940692 13.96220753 11.29011518 10.24516417 11.06428564 4.27247116 7.50513271 10.84952270 -1.04930764 -1.04930764 8.69201040 9.25318234 10.80229251 11.71375586 11.42526343 11.30010118 11.52182208 8.65098314 5.34286049 NA 9.23874053 8.91566400 10.90909623 6.55787415 5.95054307 10.71375586 11.72327044 11.20202591 12.34995495 10.81240581 9.53550596 9.98877656 7.84536146 10.53315596 5.25432570 -0.04945693 6.56525291 9.47024848 9.69957488 9.82782760 12.03069479 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 4 3 NA NA 1 3 4 2 2 2 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 0 0 0 0 0 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 0 7 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 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 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 0 0 0 0 0 0 0 6 0 0 0 0 4.612146e-06 9.70978e-07 17.7914110429448 50.3067484662577 3.68098159509202 15.3374233128834 12.8834355828221 11.79361570 NA 10.91129521 1.05213762 2.75259875 10.45729017 NA 5.13961274 8.60673758 16.33251172 6.53596428 8.80870521 8.36276136 NA 10.43747193 9.13429770 4.09654018 3.22207809 9.57669049 10.29413192 3.13961683 -0.94786238 7.92866582 3.91012821 10.80703624 8.23950068 9.34101482 9.94469157 10.10675306 0.63710012 1.85949255 7.85605384 6.38306487 12.06791220 9.30953661 9.93096599 10.60721711 7.55994373 3.51158189 12.24382486 0.05213762 NA 12.10369757 8.24197314 NA 10.23826297 4.55199581 11.53671992 6.71036013 -0.94786238 -0.94786238 6.19170082 0.63710012 15.10186967 15.86696523 12.70242301 11.25182109 12.08815058 NA NA 1.63710012 10.73426548 7.75258871 11.05987682 9.40198280 -0.62593428 18.53234134 18.15590011 10.22520117 NA 0.63710012 NA 10.96802809 NA 6.50335987 8.29055342 10.70080295 10.42065514 11.16458825 15.14319148 9.40198280 -0.94786238 1.37406572 11.41491446 0.05213762 9.66501714 10.97537962 9.42718816 11.04047837 11.27976465 NA 8.20443371 10.67374279 1.63710012 NA 1.37406572 7.81755099 3.69600494 5.69600494 8.13163372 8.57374904 11.77046754 NA NA 7.51567303 NA 10.65438362 8.43369184 12.60793612 11.44821828 9.83769936 9.59421318 NA 0.63710012 12.51286058 7.66685883 11.40308789 5.93479246 9.92943285 9.30072869 11.02835483 10.52737554 0.63710012 2.75259875 10.65391951 7.16067317 11.00124590 9.14622651 9.77410228 12.86332269 2.51156924 8.71021753 9.27856097 NA 10.51260458 0.05213762 -0.00332430 0.00083195 0.01642500 0.46895000 0.46895000 0.00791750 0.00791750 -0.00360110 -0.00360110 -0.00498440 -0.00498440 0.91541000 0.46827000 0.46827000 -0.00788630 0.45090000 -0.00788630 0.47564000 0.01572700 0.01572700 -0.02575600 -0.02575600 0.00861350 -0.01616900 0.00000000 0.00000000 -0.00193990 0.07297100 0.00939510 0.01600600 0.43092000 0.02553100 -0.57101000 -0.04322000 -0.49715000 -0.49715000 0.50359000 -0.51074000 -0.47522000 -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 -0.50307000 -0.01310200 -0.03993700 -0.49694000 -0.00235530 0.00847430 0.00819590 0.00972760 0.00972760 -0.01616900 -0.00360110 0.00000000 -0.51753000 -0.05172100 0.01726400 0.00416320 0.00416320 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 NA 6.409702 10.996861 11.289359 10.764676 10.737774 11.295323 1.052138 11.694200 5.181433 NA 5.052151 4.910128 8.249365 10.759508 14.243015 6.081161 11.323904 8.465777 8.830899 6.006345 11.295323 NA 10.515673 3.859502 8.101208 7.314243 9.466834 8.365598 2.859512 NA 6.503360 7.378578 8.888199 9.873923 10.949994 6.118237 1.052138 NA NA 6.337551 11.764891 11.098205 9.850621 11.456226 9.241973 9.962042 11.704994 9.059176 10.095860 8.131634 10.745636 5.336441 10.975380 9.428274 10.205701 13.221217 7.123611 5.591308 10.002705 10.59663023 12.25671988 8.95301549 0.05213762 10.84005128 11.00015088 14.13927257 9.20316518 9.12762786 8.70499366 11.92405396 8.73266639 9.18785804 10.33811728 9.37294927 9.57669049 10.25243435 8.59324545 5.28096745 12.10369757 10.23826297 9.93708231 11.25182109 7.48677711 4.54400309 10.22520117 0.63710012 -0.94786238 8.82858176 8.20443371 11.04047837 11.27976465 10.94393246 10.67374279 10.99868950 8.03514220 -0.94786238 NA 8.97366236 10.33990722 10.44446612 3.37407963 3.37407963 10.65438362 10.89567729 9.59421318 12.31394984 10.78981857 9.75432133 9.95753580 7.83022616 8.73162892 3.44446830 NA 4.33755411 10.09778551 9.19042054 9.41299571 10.46260012 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 & neck squamous cell carcinoma NA NA 0 NA NA 4 6 NA NA 2 3 2 1 2 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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 1.941956e-06 8.322669e-07 39.0243902439024 14.6341463414634 0 32.9268292682927 13.4146341463415 8.2733373 NA 10.1236940 0.7734900 1.5104556 10.3325499 9.0324500 6.1658095 8.9044910 15.4907752 7.1828820 7.9130426 7.1600721 NA 9.3820544 8.9249309 4.4364550 5.7583858 8.1658090 7.9861908 2.5104556 NA 3.5808449 4.9958824 11.0803127 4.2329216 10.7607555 10.5899418 10.7861160 NA 2.6479591 9.5070152 -0.8114725 13.0446627 8.1281083 9.7431179 11.0523281 8.8449540 4.0954181 12.5532108 0.1885275 NA 10.5477295 8.8215243 NA 11.5132721 9.5340451 11.6705806 5.8750305 NA -0.8114725 7.3433474 2.1885275 14.2237551 15.1207848 12.3142653 11.2603265 12.9838584 NA NA 3.7734900 11.5419515 9.8915673 11.1945043 9.6883748 1.1885275 19.2218431 19.3996045 10.5076366 NA 0.1885275 -0.8114725 11.6678040 NA 7.5979200 7.7120909 11.2874625 10.6236783 10.4588243 15.0515779 10.0658131 5.2546167 2.1885275 10.9562996 -0.8114725 9.5711531 12.5241985 9.3906529 10.5851337 11.6715890 NA 8.3152334 10.7678449 3.8323837 NA NA 7.5104572 5.3178105 5.4553141 9.0954194 9.0833466 10.8137812 0.1885275 0.1885275 3.3584525 1.1885275 10.5749304 7.1427249 13.0446627 12.1443605 9.5039390 11.0150775 NA 2.8889672 13.0291102 7.6105938 11.1478065 7.1192659 9.7952117 10.5781603 11.3718542 9.5205655 4.1885275 0.1885275 7.6520533 8.4364563 11.9025598 8.8644861 9.2370158 11.2842556 2.8889672 9.2818540 8.7450349 NA 12.4213995 0.1885275 -0.099893 -0.099893 0.200420 -0.172110 -0.172110 0.128120 0.128120 0.035920 0.035920 0.618570 0.618570 0.618570 0.088519 0.088954 0.088954 0.088954 0.124730 0.124730 0.206680 0.205310 -0.200020 -0.200020 -0.115570 0.166520 -0.081498 -0.081498 0.289730 0.061480 -0.090276 -0.081764 -0.081764 -0.099893 -0.099893 -0.099893 -0.299380 -0.299380 -0.299380 -0.287410 -0.065742 -0.065742 -0.065742 -0.065742 -0.065742 -0.172110 -0.172110 -0.191110 0.128120 0.035920 0.035920 0.618570 0.088954 0.088954 -0.098180 -0.098180 -0.098180 0.126940 0.124730 0.205310 -0.200020 -0.200020 0.195090 0.195090 -0.113150 0.089533 0.089533 0.166520 0.166520 -0.081498 0.051929 0.107130 -0.125530 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 0.619 0.619 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 0.619 0.619 0.000 0.000 0.000 0.000 NA 7.923238 10.590475 13.404062 11.532825 10.339546 10.844060 5.846742 11.118897 4.888967 NA 3.275990 7.027732 9.026157 10.396763 13.683634 2.778293 12.092034 10.039497 9.093119 7.113341 10.844060 1.510456 10.702750 4.436455 9.008261 6.436457 10.393100 7.577149 3.188528 NA 6.909628 5.696325 9.235653 8.429320 9.582992 7.765958 2.888967 2.995882 -0.8114725 7.4125309 10.7421583 10.4275128 12.0212212 12.1255349 7.9567130 11.2740014 9.8889686 8.6438562 10.7747401 4.7734900 10.7411981 5.1510795 12.5241985 8.6520533 9.7296255 13.0621980 9.5957968 3.8889672 10.3496608 10.7697295 11.3087668 12.1932761 0.1885275 11.0596641 10.4582401 14.5442214 9.7706710 8.8160630 8.1192664 12.8002454 8.5118764 7.9198477 10.7189304 8.9113366 8.1658090 11.3721644 9.3546922 7.3229556 10.5477295 11.5132721 10.8301292 11.2603265 4.8609529 6.8467403 10.5076366 0.7734900 NA 9.0573514 7.2438119 10.5851337 11.6715890 10.8192511 10.7678449 11.3537500 8.8872337 NA -0.8114725 10.2653178 6.9164492 9.1470818 7.6763690 2.8889672 10.5749304 11.7737263 11.0150775 12.4765299 10.5283790 11.0604342 8.1828825 5.9434174 10.8350877 1.1885275 NA 5.8032400 8.9410435 9.8724008 10.4411944 10.1772137 7.5679074 10.0673463 4.8032374 TCGA-CQ-A4CG 78 1 430 NA head and neck stage iii t3 n0 m0 female 2011 NA no head & neck squamous cell carcinoma 70 NA 0 white not hispanic or latino 3 4 NA NA 1 3 2 3 2 2 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 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 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 6 4 0 0 0 0 4 0 0 0 0 0 0 0 0 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 2.219378e-06 6.588779e-07 25.5813953488372 16.2790697674419 2.32558139534884 36.046511627907 19.7674418604651 12.4229894 NA 10.6820926 3.2769581 2.1514043 10.9814313 1.8619157 7.7821012 9.1338954 15.4146095 7.1473159 7.6721283 6.2844457 NA 8.5530755 8.7913365 5.0318407 2.8619157 7.6490909 8.8781030 0.6919808 -1.3079299 9.7281624 8.7794515 10.8331379 3.0843024 10.0659413 10.5495810 10.4313474 0.2769135 3.1514205 8.5497054 3.7794488 14.3212030 7.8568955 9.4410201 11.1245306 6.7847461 9.2665823 11.2179988 2.2769433 NA 13.0885266 8.5852901 0.2769135 9.8161101 7.6594458 12.3764086 7.2116245 0.2769135 NA 5.3502002 2.0139267 14.4725261 14.8291281 12.1803310 11.5480251 12.6562393 -1.3079299 NA 1.8619157 11.0116608 9.5097718 11.4599662 9.7350159 1.0139267 16.6808897 17.8775223 12.5066713 NA 1.0139267 1.8619157 11.5009528 NA 6.6976126 6.0139178 11.0308337 10.0340634 9.9476074 15.8001558 9.7560577 7.2694175 6.9111571 11.2007738 -0.3079299 9.6153162 12.1278646 7.9327799 9.8141695 11.3425917 NA 8.1473159 11.2623188 9.2863133 NA NA 5.9998715 5.1677232 3.2155544 9.8700310 11.4622396 10.8115783 1.4993229 -1.3079299 5.8518590 NA 10.3149557 9.1616305 12.3824233 10.9994741 10.1558093 10.9473123 NA 1.4993229 13.4127139 9.1140533 11.2199543 7.9351627 9.5324991 10.8482740 6.6692692 11.9628680 1.6919808 2.0139267 10.1626476 9.4667758 11.8647287 9.9177986 9.0037369 11.6208771 1.6919808 9.6293699 9.0473399 -0.3079299 9.8805775 NA -0.00595800 0.01838300 1.49020000 -0.01615400 -0.01615400 0.00458000 0.00458000 -0.01437800 -0.01437800 0.69764000 1.46840000 1.47240000 -0.01381500 -0.01381500 -0.01381500 -0.79386000 1.44910000 0.72433000 0.00374650 0.00374650 -0.00940460 -0.03358600 0.00569190 -0.00816240 0.74423000 -0.75011000 1.14180000 0.15086000 -0.00207840 -0.00207840 -0.00207840 -0.00332430 0.01838300 -0.00041929 -0.00221680 -0.00221680 -0.00221680 -0.00221680 0.00000000 0.00000000 0.00000000 0.05694000 0.01070300 0.00027728 0.00027728 0.00027728 -0.00719580 -0.00830050 -0.03146100 0.68940000 -0.01381500 0.67011000 -0.01078400 0.00263570 -0.00954260 1.44640000 0.72433000 0.00374650 -0.00940460 -0.00940460 0.67567000 0.75910000 0.00569190 -0.00926660 -0.00926660 -0.00816240 0.02314500 -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 0.676 0.000 0.000 0.000 0.000 0.000 -0.006 -0.750 0.000 0.000 0.000 0.000 -0.237 0.905 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 1.468 1.468 0.000 0.670 0.162 0.162 0.000 0.000 1.449 1.449 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.000 -0.006 -0.750 0.000 0.000 0.000 0.000 -0.237 0.905 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 1.468 1.468 0.000 0.670 0.162 0.162 NA 7.6403556 10.7956044 11.5335530 10.6842190 10.3639720 10.5225039 2.6919808 11.2530379 8.4928887 -0.3079299 3.3924273 6.3644148 10.2364703 10.7091451 13.2978154 2.6084544 11.3338146 7.4368223 8.6119244 3.8619157 10.5225039 1.6919808 11.0077044 1.8619157 8.9629379 5.8315403 10.3304246 9.3038250 2.4993484 1.2769730 7.4667756 2.0139267 8.2731895 9.6048781 10.0201025 6.5928562 1.2769730 0.6919808 NA 7.295615 11.497128 11.546647 9.846174 10.336296 9.210642 13.252381 11.406234 7.521711 10.500000 7.758078 9.965784 5.469407 12.127865 8.604878 10.592101 11.886799 8.573103 3.598877 10.666045 10.902964 12.646094 11.516351 -1.307930 11.121918 11.456238 15.130338 8.935163 9.235987 8.949376 12.139459 9.825632 7.616801 11.198296 9.844274 7.649091 10.764791 8.217509 6.939916 13.088527 9.816110 10.875004 11.548025 4.446878 5.350200 12.506671 3.276958 NA 9.207689 10.926207 9.814170 11.342592 11.307618 11.262319 12.404623 10.562739 3.013909 NA 9.826659 8.425004 9.929796 9.007138 5.768804 10.314956 11.645458 10.947312 12.123225 10.488028 10.956724 9.618285 7.492888 10.305778 NA NA 3.276958 8.048023 9.936947 10.074072 11.120611 7.171769 10.423732 4.549971 TCGA-CQ-A4CH 58 1 379 NA head and neck stage ii t2 n0 m0 male 2012 NA yes head & neck squamous cell carcinoma NA NA 0 asian not hispanic or latino 3 1 NA NA 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 6 0 0 0 0 6.935557e-07 3.121001e-07 35.4838709677419 9.67741935483871 0 25.8064516129032 29.0322580645161 9.2135271 NA 10.4967040 1.2827956 3.8677482 10.7146355 2.8677581 5.8777369 8.8950438 14.8172750 7.6865117 7.5774107 8.2733662 NA 8.9302480 9.6032142 5.2213899 3.7852890 8.4954889 7.2213889 2.2827956 NA 7.0901442 4.8063498 11.6191103 4.8475761 10.3596053 10.2586376 9.8968861 1.0197731 2.9457575 9.2261152 NA 13.7968051 10.5934025 10.1261874 10.7662696 8.0509740 6.0815314 11.3700315 2.6978183 -1.3022262 8.4709663 8.5196013 1.0197731 10.3773073 4.6006266 11.1626282 7.7090542 NA 1.2827956 4.4527140 1.0197731 13.9429706 14.2341898 12.0840939 10.1293248 11.9154820 NA -1.3022262 2.9457575 11.2110613 8.1593068 10.6646931 10.3262727 NA 16.9722554 17.8317746 10.3675981 NA 3.2213822 -1.3022262 12.5490882 NA 8.2233482 6.0987059 11.4300667 10.6396084 10.0376772 15.1765810 9.5589141 5.2827882 5.8974994 11.1582831 2.0197731 9.5979393 11.3454970 6.9072801 10.1856672 10.9245404 NA 8.6211548 10.7377744 4.5558100 NA NA 5.1738830 5.7958604 6.4987264 9.4701417 8.8639902 10.3403303 -0.3022262 -0.3022262 -1.3022262 -0.3022262 10.8774253 8.0174994 13.1346689 11.1140969 10.6425575 11.7520923 NA 2.3982683 13.0579198 8.5180063 11.4268106 9.5519164 10.4339796 10.1781126 7.8901202 10.3821375 4.6751046 2.0197731 10.1587950 9.3947947 11.0589485 9.6614459 8.6226398 12.7457179 1.2827956 10.1015796 8.1674688 0.2827363 10.2345601 -0.3022262 0.03354900 -0.06796100 -0.01972600 0.01670500 0.01670500 0.00075101 0.00075101 2.79920000 0.01796300 0.06694500 0.06694500 0.06694500 -0.03531200 -0.03531200 -0.03531200 -0.03531200 0.01070300 0.01070300 0.04499900 -0.02726100 0.10307000 0.10307000 0.00444110 -0.01821600 -0.02999400 -0.02999400 0.00527490 0.06852200 -0.06738500 -0.04799700 -0.03135900 -0.06796100 -0.06796100 -0.06796100 -0.03871400 -0.01972600 -0.01972600 -0.01972600 0.04570800 0.04570800 -0.10211000 -0.10211000 -0.09868200 0.01670500 -0.10757000 -0.10757000 0.04726800 0.01796300 0.01613100 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 -0.04088800 -0.04088800 -0.12914000 -0.08505900 -0.08505900 0.06852200 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 -1.3022262 6.5681918 11.0399019 11.6616264 11.7542956 10.1277569 11.4857298 5.9457552 10.7618962 8.4342291 -1.3022262 3.9072849 7.2292091 9.6505684 10.7449511 12.8902741 4.1806730 11.5456676 7.6693705 9.7034659 5.3125381 11.4857298 2.5051796 11.1267107 3.9457575 8.1137802 4.8271127 10.0163700 8.5177828 3.0901421 0.2827363 7.8245318 4.6285636 8.9599220 8.6779669 9.2398918 7.6107163 1.0197731 -0.3022262 0.6978628 6.3416834 12.0652420 14.9495219 10.6418071 11.4428712 8.2846668 11.0087239 11.7408545 8.0174994 10.9869816 5.1896823 10.2100738 5.6426842 11.3454970 8.7490361 10.5681919 12.5903767 7.1114550 3.5558039 9.5172080 10.1936822 11.6879312 10.3083907 2.9457575 11.5544473 10.1946810 13.3393676 9.4577153 8.4971089 9.0696039 11.4693167 8.8596016 7.8925841 10.1193662 9.0004663 8.4954889 11.0368420 8.9350371 7.9169955 8.4709663 10.3773073 10.4510440 10.1293248 5.5681933 7.3702524 10.3675981 0.2827363 4.7852890 9.7271145 8.5911288 10.1856672 10.9245404 11.1340182 10.7377744 11.4479061 9.7571716 2.6978183 NA 10.6833134 7.0553790 10.1966764 7.5956730 2.9457575 10.8774253 11.8763364 11.7520923 11.4564668 9.7469951 10.5223882 9.7746428 6.5243756 10.3737842 2.9457575 NA NA 8.9788531 9.8839415 10.0809915 11.5958617 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 & neck squamous cell carcinoma basaloid type 40 1961 1 white not hispanic or latino 2 4 NA NA 1 2 3 3 2 3 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 0 0 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 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 0 0 0 0 0 0 0 0 0 2.843578e-06 9.363002e-07 27.2727272727273 16.3636363636364 4.54545454545455 30 21.8181818181818 8.8115160 -0.2246544 11.4277391 2.0972737 3.9847989 9.5024118 3.7753456 3.2347772 8.8694199 14.5928506 7.2671949 7.9577365 7.5632451 NA 9.4074286 9.6270913 5.2989039 1.0972737 11.8437847 9.6410756 1.7753456 -0.2246544 11.5885222 5.2182852 10.4295307 NA 11.3272908 10.8302857 10.1460297 -0.2246544 4.1676630 8.4677661 -0.2246544 13.0311085 8.0584307 9.6503544 10.9254068 5.9945118 6.6701605 10.2920272 2.4757853 0.3603081 10.4692647 7.9527616 NA 10.0432994 6.2628616 10.9301604 6.9301601 NA NA 2.9452706 1.0972737 13.8035043 13.9611717 12.5014891 10.4056094 12.2477793 NA 3.6822362 2.6822362 10.7149215 9.0893588 12.2590321 9.9639311 -1.2246544 17.6764773 17.3000064 8.0768386 NA 1.3603081 -0.2246544 11.7716392 -1.2246544 6.9750145 3.0232731 10.9285142 9.6956951 10.1411179 14.9781931 10.0601663 7.3183738 3.3603081 11.2089277 1.7753456 10.1157487 13.2978625 10.0728317 10.2811538 10.0665129 NA 8.9896613 10.3270505 9.9007557 NA NA 6.4408908 4.5566992 4.5302268 9.1590466 8.7425685 9.6640855 -1.2246544 NA 4.7977082 NA 10.7869189 7.8004819 12.9001098 11.3740927 8.5664400 10.6807292 NA 2.0972737 12.8187114 8.5318984 11.6535848 8.3546580 9.7682806 8.8590210 3.6333266 8.6255291 2.9452706 1.7753456 9.3835972 7.8032484 11.2649394 9.4792459 8.6302107 11.3394917 3.1676630 9.0926419 8.6302107 0.3603081 9.6746992 0.7753456 -0.0047911 0.7347300 0.7644600 0.7224400 0.0146090 0.0475520 0.0040243 -0.0256200 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 -0.7681700 -0.2418000 -0.7544800 -0.7429000 0.2660800 -0.0010266 -0.0352250 -0.7808300 -0.7568500 -0.7568500 -0.7568500 -0.7639800 -0.7676900 -0.7676900 -0.7458600 -0.7458600 -0.7758300 -0.7524500 -0.7524500 -0.7697100 -0.7707300 0.0346770 0.0346770 -0.7732900 0.1038000 0.1038000 0.0000000 -0.7673200 0.7375800 -0.7584900 0.0136320 -0.0063668 -0.7736300 -0.1282300 0.0216030 0.0077783 0.0248290 0.0000000 0.0000000 -0.7841200 0.0493980 -0.7602900 0.7729100 -0.7863100 -0.7609800 -0.2061000 -0.2061000 -0.2061000 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 NA 6.2510752 10.8733744 11.8962281 11.3588952 10.1257290 11.1279375 0.3603081 10.8763331 7.3527709 NA 5.3900520 6.1590458 10.4397895 10.6364291 12.6975550 3.5970544 10.6192633 9.6625628 8.7824816 4.5302268 11.1279375 2.7753456 11.3154703 2.2347772 8.3461276 5.5435268 9.8641306 9.1178392 4.0232731 2.8628084 6.3222364 6.4191984 8.9174494 8.1826099 9.5460062 8.3826724 1.9452706 3.9452706 NA 6.955251 10.558340 10.092732 6.314501 10.353715 10.597116 12.622302 12.483241 6.960217 10.178354 8.510052 10.751548 5.343678 13.297862 8.834687 10.022083 12.914599 12.886722 2.945271 11.213874 10.2347739 11.8221252 9.9515154 1.3603081 10.5447669 10.6352652 13.9058694 9.5426991 9.9860137 8.7295385 12.2816498 11.0710825 8.2203570 10.0688025 10.4245984 11.8437847 10.2954698 10.5070856 5.1676590 10.4692647 10.0432994 9.9731733 10.4056094 3.9452706 3.4757853 8.0768386 4.2016103 NA 8.4947312 9.2531005 10.2811538 10.0665129 10.1530951 10.3270505 10.6568387 9.1361893 2.0972737 0.7753456 9.4649122 8.1513155 9.4299783 9.5899247 7.8521581 10.7869189 11.6090230 10.6807292 12.1742195 10.3752551 11.7038606 8.7753423 9.1196381 11.2686974 1.0972737 NA 4.9046238 7.8693144 9.5168092 9.4592142 11.0035597 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 5 NA NA 3 4 3 3 3 3 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 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 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 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 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 0 0 0 0 0 2.115345e-06 7.282335e-07 30.1204819277108 26.5060240963855 8.43373493975904 26.5060240963855 8.43373493975904 11.23988931 NA 10.64021456 1.42712341 4.33400327 11.32117020 3.23447066 6.77140627 9.36301202 14.25740270 7.78685966 8.20024931 7.60701955 0.01206802 9.06101361 8.46328404 5.34179366 6.28509145 11.07141731 8.80540532 1.42712341 1.59703052 10.12885001 11.45518906 12.07164262 -0.57282295 11.06033265 10.33061565 11.14371547 0.01206802 5.52514178 9.44285996 NA 14.43748546 8.89369681 9.12483369 11.84285210 7.85965218 6.64142898 11.06328175 1.42712341 -0.57282295 13.10146814 9.14392983 3.07097316 12.93552413 5.86988867 12.06067324 6.64142898 NA NA 3.51457678 1.01206802 15.73034570 15.91663313 12.56314018 8.87729058 13.52847053 -0.57282295 0.01206802 5.90284297 11.38112484 9.81727933 11.51639530 10.42287747 2.67504810 14.69411642 17.99949415 11.76751684 NA 2.12753424 1.59703052 11.99435344 NA 8.52645816 2.81942295 11.79317568 10.81108460 9.71770521 15.29087315 9.04641330 2.67504810 2.67504810 10.34522814 -1.57303755 10.37255418 12.36363050 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10.84628049 12.05749123 9.30285959 9.84812323 10.16646904 7.31280674 10.68655935 -0.57282295 0.01206802 9.62923420 9.86063836 10.20354341 9.88602956 12.12765843 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 & neck squamous cell carcinoma 105 1971 NA black or african american not hispanic or latino 1 2 NA NA 1 2 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080667e-06 6.935557e-07 33.3333333333333 9.87654320987654 2.46913580246914 22.2222222222222 32.0987654320988 10.3523623 NA 10.2908863 5.8631108 6.5685414 9.8025579 2.0687052 3.5922537 8.0771239 14.9801674 5.7966159 7.6797201 8.1614524 NA 8.9266761 7.6385510 5.6078540 1.8760552 9.4350174 8.1266869 1.3906127 NA 12.7099567 5.6536562 10.7525671 NA 11.0104764 10.3166226 11.1079569 0.6537021 4.4949596 8.5385812 NA 13.2796708 8.3861078 10.4711743 10.7556334 8.1953998 8.0199798 10.8594509 2.6536562 NA 13.6733642 8.6980517 -0.9312604 11.9970285 8.0705820 12.2964615 6.8434827 -0.9312604 NA 4.7125518 1.0686708 15.1475340 15.0746313 12.3945375 10.7179513 11.8545562 NA -0.9312604 4.0228915 11.0732667 7.9725772 11.2260421 9.9055346 NA 18.3539709 18.7720192 10.4594015 NA 3.5922537 -0.9312604 12.1768929 NA 7.5725206 2.0687052 10.4369942 9.5260761 10.7148038 15.3858428 9.5054067 4.9755843 3.7691370 10.9220047 2.6536562 9.7940615 12.2700533 7.8952438 10.1693575 11.5393540 NA 8.1320904 10.6068841 7.2585199 NA NA 5.2192537 6.3815776 4.7966133 9.7206437 9.0827156 10.3604414 NA 6.8888735 7.8434821 NA 11.0875908 8.9452121 13.1203290 11.4152089 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1.068671 2.653656 12.195077 11.549733 7.737580 11.599833 10.814790 11.897228 12.124317 6.638550 10.469041 5.712552 10.477025 3.886316 12.270053 8.948278 10.302315 13.027487 10.780362 3.316624 9.422945 11.1144548 11.9340418 11.0441849 -0.9312604 10.8988142 10.9593395 14.3384786 6.2975143 9.7795015 8.4262471 12.1695217 8.9180689 9.0359213 10.2291969 9.5843951 9.4350174 11.1041816 7.2683680 5.1347836 13.6733642 11.9970285 9.9703163 10.7179513 6.1561579 3.7125518 10.4594015 NA NA 8.3401581 7.7269068 10.1693575 11.5393540 11.6283112 10.6068841 11.1647514 8.8984179 NA NA 8.9281056 8.5499902 9.6527181 4.1130920 5.0459758 11.0875908 11.9903502 10.4886553 12.5047560 10.3973701 9.8920623 8.1481801 8.7107469 10.1746037 NA NA 1.3906127 8.2673855 9.2720433 8.4610124 11.2203460 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 & neck squamous cell carcinoma 35 1971 NA white not hispanic or latino 2 5 NA NA 3 4 3 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2250549 10.8834879 11.5112119 7.8613066 10.9250416 9.8009599 9.6747106 5.3240401 10.6734165 13.3568594 -1.0335695 1.5514422 9.8793782 8.8025393 12.0293783 12.3794556 11.2565078 11.7247121 10.9108350 8.5570761 -1.0335695 NA 9.5640666 8.7834724 10.9548186 10.7330178 3.6103457 10.8654681 11.0473064 10.2951638 12.4751503 10.6892965 10.5344450 9.2120416 6.0108828 10.8548516 6.4340944 0.7404527 9.7355002 10.4099142 10.3990308 9.6952598 11.4588428 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 3 4 3 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213723e-06 8.322669e-07 35 20 3.33333333333333 18.3333333333333 23.3333333333333 11.0049644 NA 10.5374466 2.0329119 2.7433857 10.6034442 8.5860914 8.5916671 8.7914247 15.8028021 7.8886166 7.6096405 8.8611794 -0.4266255 9.3241738 9.1872563 5.4314491 7.5536063 11.7469879 9.6509503 NA 3.2739037 5.3416514 7.0613064 11.9057832 NA 10.3617773 10.9957945 10.9604071 -0.4266255 4.7027517 9.4989174 NA 14.6035736 8.5115764 8.4878521 12.0550140 8.0653197 6.2028232 12.4515178 NA NA 13.4724933 9.0091372 6.3678830 12.6550335 10.3823587 12.7240868 6.5678207 NA 0.1584663 4.0970292 0.1584663 15.2959408 16.0766726 12.3064822 10.1014325 13.2234527 0.5734715 NA 7.3548268 10.2902863 10.5019852 11.5525347 10.5986064 1.4551233 14.5618409 18.6807210 12.9389691 5.8680867 2.8214041 3.3283482 11.8891825 NA 9.6341629 3.7829222 11.9394844 10.6826446 9.5902751 15.5034072 9.0782859 4.5734654 5.9828567 10.3940447 NA 10.3556461 12.6114968 9.6123859 12.2963811 13.1286551 2.4803685 8.6273927 11.8532225 5.9133179 -1.4266255 NA 7.3383388 5.3013864 6.2245188 10.7592715 12.0106988 9.5312945 3.6178627 NA 10.0901519 NA 10.9257862 9.1067966 13.0499599 11.9502706 10.1103357 11.1133527 NA 5.8772485 13.4552022 8.4803576 10.8178307 10.7342837 10.4631761 10.1237327 8.2100917 10.8931390 4.4803556 0.8953802 11.5082634 8.8237653 12.3140909 10.4130644 9.3124036 11.2121290 3.0328943 9.2158164 9.1280557 1.5734715 10.6625862 2.7433857 0.0052749 -0.0071826 2.9999000 0.0377820 0.0377820 0.0049969 0.0049969 -0.0353120 -0.0353120 0.0617940 0.0617940 0.0617940 -0.0051628 -0.0051628 -0.0051628 -0.0051628 0.0130740 -0.5716000 0.0049969 0.0049969 -0.2897600 -0.2897600 0.0188030 0.0000000 -0.0233770 0.0024969 0.0221640 -0.0492890 0.0318590 0.0318590 0.0213840 -0.0071826 -0.0071826 -0.0071826 0.0000000 0.0000000 0.0000000 0.0000000 -0.0264410 -0.0264410 -0.0264410 -0.0264410 -0.0264410 0.0377820 0.0377820 0.0377820 -0.0021813 -0.0353120 -0.0353120 0.0617940 -0.0051628 -0.0051628 -0.0150540 -0.0150540 -0.0150540 0.0224440 -0.5716000 -0.0085660 0.0519560 -0.2897600 -0.0189020 -0.0189020 0.0188030 0.0127950 0.0127950 -0.0595380 -0.2036100 0.0024969 -0.0149160 -0.0149160 0.0130740 0.0914450 0.0914450 -0.0492890 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 NA 8.0039193 10.6552831 12.1540788 11.6642409 10.3568744 9.7786492 0.5734715 10.3420648 5.9571717 3.2173238 3.0328943 8.4361044 11.4366852 10.4392002 14.5804941 3.6571026 11.6299352 6.5846935 8.9651508 8.8874835 9.7786492 0.5734715 10.1471141 6.0164094 8.8873815 5.9657843 9.4742734 7.4263704 5.6395563 1.1584017 7.7706837 6.4438321 9.0999661 8.7308138 9.7168501 7.7206718 1.7433857 -0.4266255 NA 7.720672 10.289000 12.011478 13.289482 12.258654 9.473579 10.496794 11.365850 9.459926 11.198491 8.521834 11.575403 4.166820 12.611497 9.507895 10.869236 12.705403 11.717328 3.573471 10.592015 11.1155314 11.6251856 11.8439082 1.5734715 12.2161955 10.0608045 15.3854051 10.0339228 8.7669923 9.9425189 12.7823870 9.6132976 8.6287492 10.3245925 9.0380125 11.7469879 11.4899062 9.7136575 10.8151521 13.4724933 12.6550335 9.8213944 10.1014325 4.5042072 9.9310189 12.9389691 2.3808126 0.5734715 9.6239958 9.8536576 12.2963811 13.1286551 11.1874865 11.8532225 11.3701149 9.0246779 2.3808126 NA 9.4546879 8.1621813 10.4792300 10.5156148 4.3283554 10.9257862 11.3513386 11.1133527 11.9639046 10.0777894 9.5762820 9.5356399 6.5678207 10.2851339 8.6675445 4.1662254 11.7345987 9.7295563 10.3013874 10.0323860 11.6993646 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 & neck squamous cell carcinoma 30 1947 NA white not hispanic or latino 3 5 NA NA 3 4 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1.005656e-06 2.774223e-07 20.5128205128205 17.9487179487179 7.69230769230769 38.4615384615385 15.3846153846154 11.4665503 NA 10.5770793 0.2309408 3.4008658 10.5213379 5.8651418 6.7012552 7.9080671 14.9870048 7.5132515 7.5132515 7.2309350 NA 8.7829635 8.2346872 5.3464109 5.5648354 11.3711257 9.0606578 0.9679064 3.1695402 8.3670718 9.3772914 12.0550982 NA 10.2925312 10.7564557 11.0922804 0.6459783 4.7334357 8.4705015 NA 13.8635516 8.4091847 8.7623166 12.0176130 6.3806827 4.9679018 12.5286155 3.6903612 -0.3540217 12.7862431 8.7969890 4.1054015 12.2898287 4.2309331 11.7431816 6.7855244 -1.3540217 0.2309408 3.0382957 0.9679064 14.3111973 14.8020113 12.5116091 10.0334514 13.6035280 NA 3.4008658 6.1537668 10.9947006 10.0925389 11.7041334 10.4961593 1.7008392 16.8381979 18.1147934 11.4519178 NA 1.2309408 1.2309408 11.9709968 NA 8.2606825 3.2309408 12.0873774 10.8545117 9.5994415 15.0049157 9.1919021 3.5039593 4.7544974 10.3721907 1.6459783 10.2943300 12.3930042 11.5008408 12.2168955 11.5128650 NA 8.7492604 12.0258923 8.6088684 NA NA 6.7702489 8.8915252 5.6117567 9.5347157 10.7184401 10.4037792 4.6001686 2.1054099 10.1577251 NA 10.8354882 9.0393630 13.1448217 12.2972485 9.9641029 11.3589293 NA 1.9679064 12.5383256 8.1378257 10.9757688 10.6852343 10.8043139 9.7219194 6.9451804 9.7492602 4.4008589 2.4533332 11.7968304 8.8456447 11.9601308 10.6459725 9.2505258 12.6293224 2.5528689 9.3500490 9.0500497 -0.3540217 11.5635310 1.4533332 -0.00129460 -0.00129460 0.00903120 0.00041593 0.00041593 0.00569190 -0.01236200 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 -0.01312700 -0.06222600 0.00083195 0.00083195 0.00083195 -0.00129460 -0.00129460 -0.00129460 0.00471900 -0.67619000 -0.68741000 0.00903120 0.00208050 0.00208050 0.00208050 0.00208050 -0.00567570 0.00041593 0.00041593 0.00041593 0.00569190 0.00440640 -0.01106000 -0.01777000 0.00000000 0.00000000 -0.00567570 -0.00567570 -0.00567570 -0.00498440 -0.68515000 0.00180300 -0.00260020 -0.00260020 0.00416320 -0.69351000 -0.00304750 -0.00981850 -0.00981850 -0.01078400 -0.01078400 -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 NA 7.2271731 10.6776737 12.7840042 11.2875727 10.2680242 9.8590767 1.9679064 9.9768893 6.4661507 0.6459783 3.6903612 8.3041838 10.8093077 10.4824173 14.1827054 4.4892025 11.1117939 8.1636416 8.8264910 7.8747914 9.8590767 NA 10.0743327 5.6117567 8.8593925 5.5767096 9.0197839 7.8403846 7.0971831 4.2309331 8.1033534 4.1054015 8.5855519 7.5767096 8.3619346 7.1890042 3.6459668 5.1851331 NA 6.055363 10.261602 12.782240 11.739225 13.032913 9.503176 10.643152 12.419833 10.098729 10.936567 11.617516 11.625219 4.686646 12.393004 10.852376 11.089434 12.709889 10.903360 5.722788 10.778472 10.0307562 11.0881384 13.3919094 2.4533332 12.1341892 10.4973311 14.6014401 8.6683404 9.3823744 10.3372798 12.4313228 9.5052356 8.5914161 10.3511728 9.5415478 11.3711257 10.2597620 9.2224568 10.8864657 12.7862431 12.2898287 9.2458854 10.0334514 5.6903668 9.2430940 11.4519178 0.2309408 -1.3540217 9.7093675 10.5117057 12.2168955 11.5128650 11.1846464 12.0258923 11.4855700 9.2458854 -1.3540217 NA 9.5019154 8.7174348 11.8173057 10.7707400 3.8158930 10.8354882 11.1355696 11.3589293 11.8205861 10.0909873 9.5055073 10.7117252 7.1577249 10.7174348 3.1054099 NA 11.8018975 10.0415440 10.1428263 9.2243452 11.4651536 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 & neck squamous cell carcinoma 15 1976 1 white not hispanic or latino 4 5 NA NA 3 4 3 3 3 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 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 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 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 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 1.352434e-06 6.588779e-07 39.6551724137931 8.62068965517241 1.72413793103448 39.6551724137931 10.3448275862069 10.37785754 NA 10.69564451 -0.33188088 0.40512104 10.86909787 7.29025113 7.84810836 8.13851910 15.28493953 7.29998274 8.29147095 6.40064893 2.25317242 8.70894557 8.68871644 5.28291049 6.67569316 11.79242827 8.29390795 -0.33188088 0.08324741 5.50108878 10.16305487 11.41862712 0.66820991 10.72076728 10.42753264 10.61753964 1.54265427 3.12763328 8.78168101 NA 13.59205286 7.86950625 9.31565770 11.20687322 8.39384947 5.86459722 10.71940816 6.30723907 NA 12.77748580 8.43528021 4.40516189 11.88120219 4.29872429 11.85678810 5.30240679 NA 2.40517551 2.60679753 1.40517551 14.05767106 14.66518403 12.81826383 9.58457642 12.48631538 NA 1.99011985 5.62239451 9.18258455 9.98899974 12.11252399 10.57483938 4.08233642 14.57715473 17.73626198 12.60195137 NA -0.33188088 2.60679753 11.66267056 NA 8.72348177 4.59103307 11.48184685 11.05280318 9.95975364 14.33802550 9.82512495 4.08323890 5.64547975 10.57859215 -0.91675259 10.32283524 12.67358988 11.97596927 12.52779874 11.33885553 -1.91702497 9.06337620 11.27860894 2.17069423 -1.91702497 NA 8.91201597 7.68500734 5.89059261 8.67475899 9.67429151 9.78886920 3.12763328 3.66819857 8.67662778 NA 10.56074208 7.43417617 12.85596370 11.99509683 9.91646679 10.63710601 NA 4.36863567 12.65148979 8.48198061 10.75610401 9.32044677 11.32417711 9.63766730 5.63782468 9.99762182 3.66819857 1.66820991 12.27321570 10.19045387 11.24468362 10.67569378 8.70894557 12.20387965 4.42308733 9.22681773 9.45827618 -1.91702497 9.59251684 1.78366618 0.00000000 0.00000000 0.54894000 0.54101000 0.53811000 -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 0.50846000 0.55000000 0.55000000 0.52801000 0.15741000 -0.01064600 -0.01064600 -0.01064600 0.00000000 0.00000000 0.01419000 0.55888000 0.56454000 -0.61268000 -0.61268000 0.00024465 0.00024465 0.00024465 0.00024465 -0.01009400 0.53811000 0.53811000 -0.02712400 -0.00539920 -0.01092200 -0.05258600 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 -0.66762000 -0.66762000 0.50846000 -0.04224500 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 0.538 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 0.538 0.000 0.000 0.000 0.000 1.043 1.043 0.542 0.542 0.157 0.157 NA 7.658776 10.165386 11.261279 10.933424 10.031604 10.830171 1.083247 9.761397 4.606798 4.606798 5.449558 8.659721 11.131894 10.880088 14.364696 2.484448 11.506484 9.794474 8.786249 9.019875 10.830171 NA 10.458819 9.654515 7.994254 5.965879 8.991629 9.072440 9.320447 NA 7.500941 6.587062 7.948970 9.012495 8.684079 7.405164 2.170694 -1.917025 -1.917025 6.391575 8.965116 9.838537 11.836245 12.148821 8.927943 9.927943 11.200880 9.459905 10.958026 9.882518 11.760516 4.746866 12.673590 11.274296 10.650242 12.385810 11.248772 5.222789 11.213646 11.3683500 10.8968176 13.3185779 4.2125226 11.7222382 10.6077785 14.1097146 9.2506549 9.8650063 8.9169176 13.4519478 10.2660501 8.5447160 9.8431208 9.8905917 11.7924283 9.5528787 9.2380548 10.3657461 12.7774858 11.8812022 8.8489371 9.5845764 6.4006489 8.6175395 12.6019514 2.0832474 0.8905634 9.9181028 9.4878461 12.5277987 11.3388555 10.8301709 11.2786089 11.3503160 8.3778573 4.8514192 NA 9.0121030 10.1334256 11.9552382 9.9026175 2.7836662 10.5607421 11.5900402 10.6371060 12.3422444 11.1754984 10.6148619 10.5554199 7.0605165 10.9852349 7.5810883 2.6067975 11.3485588 9.9892066 9.9867421 8.4669411 12.0090693 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 5 NA NA 3 4 3 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.283078e-06 3.467779e-07 34.0425531914894 19.1489361702128 0 25.531914893617 21.2765957446809 11.3140174 NA 10.3973864 3.0227406 5.0062531 10.6750982 6.9599150 8.3047775 8.0849109 15.7331082 7.1331659 6.8347731 9.0966401 1.7332242 9.3834894 8.9927172 4.9556290 6.4581277 11.8793091 8.9779957 3.1482671 2.9556290 11.3828908 10.9979387 11.7981279 NA 10.4944173 11.0142639 10.9211373 0.1482183 4.9556290 9.0710158 NA 12.8303165 9.0072900 8.7921291 12.0176097 7.7155955 7.4025141 11.0496427 4.8670909 -1.4367442 12.9699141 8.8829826 6.9076058 11.6988594 4.4535110 12.3074085 6.3314956 0.8852620 -1.4367442 2.8112449 -1.4367442 14.2369508 14.9113853 12.6454179 9.8295114 13.1684427 0.1482183 -1.4367442 6.6077046 10.8103478 9.7617555 11.7993247 10.3782933 2.5175025 15.0420643 18.2296246 13.1834730 NA 2.3706665 3.4212906 11.8942273 -1.4367442 9.4243973 4.8300981 11.6229473 10.4634225 9.7022222 15.1943880 9.3625920 3.9895750 6.9513278 10.3746851 NA 10.2775559 13.3333502 11.0851562 12.9687179 11.8537614 0.1482183 8.9769384 11.8463988 6.3380981 NA -1.4367442 7.8303079 5.8394356 5.6718340 9.9583090 12.0151655 10.2157074 2.8852424 0.8852620 8.0571659 NA 9.5939776 9.0041797 13.0584784 11.8929666 9.6886593 11.1024692 NA 5.2215214 13.4976924 8.6401260 10.4127156 9.8142010 10.8067820 10.0220042 6.3446705 10.8521765 4.1179028 1.7332242 12.1127341 9.0531583 12.0040499 10.6848440 8.9801079 11.9961133 3.2071588 9.4943878 9.3938257 1.1482834 9.7525173 2.6507646 -0.00512270 -0.00512270 1.01300000 -0.00678130 -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 -0.00457460 0.00430210 -0.01965200 -0.01965200 0.02693500 0.03185900 0.00097281 0.00097281 0.02820000 0.00235810 -0.40285000 0.02682000 0.00861350 -0.00512270 -0.00512270 -0.00512270 -0.02890100 -0.02890100 -0.02890100 -0.02890100 0.03031000 -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 0.04886900 0.03185900 0.03185900 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 NA 7.8017155 10.8730710 12.4289471 11.2609296 10.3356251 9.9769384 3.9556290 10.2852641 7.3413872 -0.4367442 3.0868687 8.5576640 11.6837104 11.0152942 13.1483904 3.7032668 11.6677454 7.2215224 8.1331659 8.9416052 9.9769384 -0.4367442 10.4858948 8.2339666 9.3465871 7.3962006 9.1378852 6.8527767 3.3182011 0.1482183 7.7654340 3.2071588 8.8289254 9.0349857 9.7987265 7.2427902 3.4701984 5.6056277 -1.436744 7.914249 8.832437 11.675584 12.881288 11.184676 10.059665 9.907051 10.913421 9.722551 11.033969 8.887491 12.078764 4.416306 13.333350 10.460400 10.862518 12.422514 12.080857 4.563311 11.146863 10.613839 11.277556 12.517598 2.955629 12.143569 10.904551 14.519958 9.561196 8.958845 10.054161 12.577767 9.725739 7.864806 10.856782 8.885238 11.879309 10.414279 9.772154 11.322366 12.969914 11.698859 9.408016 9.829511 6.133167 9.652099 13.183473 3.563305 0.885262 9.559078 10.212567 12.968718 11.853761 11.398176 11.846399 11.666598 9.116940 3.148267 0.885262 9.471928 9.794532 10.873071 10.241030 4.540591 9.593978 11.499580 11.102469 11.464177 9.762369 9.885802 10.622317 7.439828 10.684844 7.891985 3.733235 9.674446 9.913857 10.370263 9.255054 11.815237 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 & neck squamous cell carcinoma 40 1966 1 white not hispanic or latino 3 5 NA NA 2 3 4 3 3 3 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.883912e-06 1.421789e-06 28.2051282051282 14.7435897435897 3.84615384615385 30.7692307692308 22.4358974358974 9.9669109 NA 10.1195896 2.9657843 4.9292608 10.2409776 3.2877087 7.0145439 8.4830600 16.0318819 7.5018372 7.2949074 7.5264992 NA 9.0307965 8.6786551 5.0361736 6.8965213 11.3796237 8.5863707 1.9657658 1.2288495 10.2405118 5.3853240 11.5882022 NA 10.5161463 10.6817463 10.9496330 NA 4.5265008 9.1327508 NA 14.6644238 10.4916966 8.3954005 12.5058154 7.9035993 5.9384764 12.4331861 1.8137709 NA 12.9583686 9.3416925 2.5507529 12.4006210 7.4997215 12.7743463 7.2325706 -1.3562361 -1.3562361 3.0361692 -0.3562361 14.2453914 15.8773427 12.3868939 10.7653897 11.2381808 NA NA 5.6096397 10.6817463 9.7240075 11.4239858 10.0167212 1.6438562 18.4864904 19.3034262 11.9884295 NA 2.8137709 2.7313136 12.6732297 NA 7.8037275 4.5507468 11.4912679 10.1496677 9.7897883 16.0874068 8.7986743 3.2877087 3.6438562 10.9936903 -0.3562361 10.5318384 12.7473801 7.1357093 11.5522488 12.1886999 NA 8.5936828 12.4761529 4.7099468 NA -1.3562361 6.1597139 5.3442959 5.2585641 9.2613237 9.9424916 10.3193723 1.4512243 NA 7.7072514 NA 11.3804695 8.8324451 12.9345231 12.1502877 10.5103663 11.7558069 NA 5.1984470 13.8045943 7.9430645 11.0803075 8.5612284 10.2653540 10.3323601 11.8661983 11.8850946 3.9657843 -0.3562361 10.6063908 9.1316962 12.3574575 9.6239958 9.2099102 12.2589110 -0.3562361 9.1652799 8.7846859 -1.3562361 11.9161944 1.8137709 0.00000000 0.00000000 -0.00221680 0.46161000 0.44681000 -0.00609040 -0.00609040 -0.00498440 -0.00498440 -0.50152000 0.44749000 0.45445000 0.00110930 0.00110930 0.00110930 0.00619350 -0.00304750 -0.00304750 -0.00749750 -0.00263220 -0.00981850 -0.00981850 0.00249690 0.01572700 0.00541390 -0.00318590 0.00694350 0.03919500 0.00819590 0.00819590 -0.00022081 0.00000000 0.00000000 0.00000000 0.00722170 0.00722170 -0.00553750 -0.00553750 -0.00816240 -0.00816240 -0.00816240 -0.00816240 -0.00816240 0.44681000 0.44681000 0.44681000 -0.00609040 -0.00498440 -0.00498440 -0.50152000 0.00110930 0.00110930 0.00235810 0.00235810 -0.00124730 0.00777830 -0.00304750 -0.00263220 -0.00981850 -0.00981850 -0.00595220 0.00069327 0.00249690 0.00707350 0.00861350 0.01572700 -0.49767000 -0.00318590 0.01516800 0.01516800 -0.00097017 0.04883000 0.05608500 0.02498500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.454 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.454 0.000 0.000 0.000 0.000 NA 7.3819487 9.7621485 12.6674373 11.8932660 10.9159027 9.7737831 NA 10.9892614 6.8726749 NA 3.2288187 7.1437016 10.1679081 10.2367803 14.7756529 3.3498323 11.4887581 7.6606648 9.3648016 7.5173001 9.7737831 NA 10.8732758 4.7523793 8.8594863 7.3615324 10.3321065 6.5846694 4.3987471 0.6438562 8.1073803 5.7936046 9.2558031 9.4648328 9.6861995 7.2288187 0.6438562 7.6239956 NA 7.731319 10.022151 11.502610 12.424703 12.224586 9.873276 10.672108 11.702186 8.845980 11.467422 6.828732 10.819094 4.674636 12.747380 8.756296 10.625067 12.699438 7.865443 2.344289 9.595869 11.6693418 11.7901066 10.5801261 0.6438562 12.1380868 9.7666843 14.7096922 9.7948726 8.6424467 9.4350191 11.8284217 9.0436789 8.6438562 10.0014082 7.4020792 11.3796237 11.2856822 9.9753330 9.3083035 12.9583686 12.4006210 10.3399544 10.7653897 4.7936046 7.6772792 11.9884295 -0.3562361 -1.3562361 9.4504059 8.7910613 11.5522488 12.1886999 11.0693344 12.4761529 11.5012541 9.8181578 1.4512243 NA 10.4832725 8.6729500 9.8324451 7.2949074 4.9106415 11.3804695 11.5301244 11.7558069 11.7394180 10.4787222 10.2877124 9.0878357 5.5507468 10.6232814 5.3853240 -0.3562361 8.9129827 8.6727428 10.1407099 10.1104426 11.2652213 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 3 4 3 3 3 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 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 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 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 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 4 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 0 0 0 0 0 1.348966e-05 4.508112e-06 9.28030303030303 73.6742424242424 3.40909090909091 10.6060606060606 3.03030303030303 8.312056118 NA 11.267058484 3.586404475 3.756329476 10.371585869 8.284531715 5.023809787 8.246996105 14.003774990 7.501289454 6.896260949 8.469049153 NA 8.776230350 8.361192851 4.673867316 3.393759397 11.736787881 10.052652409 1.586404475 0.001441974 9.590158107 3.171366976 11.780957588 NA 11.080928223 11.299219468 10.627152277 0.586404475 3.908332570 9.523426501 NA 9.961445353 7.684437961 9.812818111 10.884086474 6.616153289 5.659656311 11.658985162 1.586404475 4.001441974 9.886376994 7.899288639 1.323370069 11.788325595 8.477014672 12.626124654 5.943958823 0.001441974 1.001441974 2.701881692 -0.998558026 12.477426312 13.228423759 12.924213631 10.450592063 12.750579583 NA 0.001441974 3.859422969 9.941757038 9.727661495 11.784032166 10.762994618 1.047608184 11.698193643 18.878379969 10.974782029 0.001441974 2.323370069 2.586404475 11.748377536 0.001441974 7.802343167 -0.998558026 10.958973573 10.445940709 10.895124152 15.036005980 9.262362917 7.712249784 6.601356302 10.345184334 0.586404475 11.080594845 12.695141623 9.215762551 11.558667758 13.364756875 7.078258639 9.018251653 11.808194412 8.054011654 NA NA 6.985064323 5.171366976 5.023809787 9.768800317 10.292038358 11.055708537 8.932180788 0.001441974 2.586404475 NA 10.780341927 7.779520417 13.341571693 10.526964250 9.708957808 10.701015901 NA 3.323370069 13.641010238 8.764655668 11.135869769 8.032110764 10.863980020 9.440650982 8.505269300 9.444386920 4.493295071 0.001441974 8.244617385 8.779520417 11.942491010 11.585936226 8.584526245 11.100791230 2.171366976 9.316944001 9.062139255 NA 13.070725341 0.586404475 -0.62016000 -0.62016000 0.64359000 0.01307400 0.01307400 0.07872700 -0.61220000 -0.03564400 0.01087300 0.01866300 0.01866300 0.04755200 -0.64339000 -0.62884000 -0.01986300 -0.19137000 0.01014600 -0.03517600 0.00458000 0.00527490 0.71716000 -0.68706000 -0.00981850 -0.05765400 0.01754400 0.01754400 -0.01670400 -0.19174000 -0.70100000 0.02553100 0.53029000 -0.62016000 -0.62016000 -0.62607000 0.01558700 0.01558700 0.07959100 0.07959100 -0.66975000 -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 -0.66781000 -0.62417000 -0.69853000 -0.69079000 0.00000000 -0.68360000 -0.68360000 -0.70541000 0.53872000 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 0.572 0.572 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 -0.609 -0.607 -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 0.572 0.572 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 -0.609 -0.607 -0.192 -0.192 NA 8.530874 9.784442 12.958908 12.379738 10.478696 10.684877 2.586404 10.461387 7.230263 4.834332 6.742910 8.086252 8.485259 11.004258 15.408462 2.329124 12.351968 5.871809 9.135035 6.630800 10.684877 NA 9.813621 4.556031 9.644668 4.645298 8.468723 7.443765 2.323370 2.323370 7.196200 3.460874 8.491292 7.354591 10.921052 8.001444 2.171367 5.305223 NA 4.210895 6.967227 10.338508 13.166429 11.855727 9.620746 10.356795 10.530874 6.984437 11.224238 8.807187 12.014766 4.408793 12.695142 7.350172 10.185699 13.083795 12.989507 3.001442 10.723824 10.782803 11.126534 7.630800 -0.998558 12.474261 9.793420 14.704642 9.470067 9.573196 10.728513 12.881697 10.080221 8.206015 9.970110 7.715689 11.736788 10.427708 10.677400 8.163835 9.886377 11.788326 9.450592 10.450592 6.109969 6.350172 10.974782 NA -0.998558 9.072906 7.663221 11.558668 13.364757 11.483495 11.808194 10.992256 8.744595 NA NA 8.456092 8.777876 10.570350 7.590158 2.460874 10.780342 11.642592 10.701016 12.110131 10.034866 10.058081 8.054012 7.062139 10.440755 1.808797 -0.998558 9.333480 7.593489 10.732338 9.415071 11.098817 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 & neck squamous cell carcinoma 50 1952 NA white not hispanic or latino 3 5 NA NA 3 4 3 3 3 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 4 0 0 0 0 0 1 0 0 0 0 0 0 0 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0.4541759 10.8550610 10.5753047 9.9047269 14.7821531 9.2366552 1.8692397 7.3163241 10.8692404 -1.1306813 10.6546929 13.3032822 9.5319087 12.0432298 11.0043083 NA 8.9790710 11.5493801 9.4894602 NA NA 6.9933619 8.1289836 2.5696855 9.1004616 9.8699446 10.3414235 -1.1306813 NA 9.3996469 NA 10.5614200 8.7442217 12.0682992 11.5081288 10.1239856 11.4784192 NA -0.1306813 12.8305997 8.9312865 10.9262167 7.6307913 11.1281421 9.6753791 5.9672724 9.4476131 1.6765834 3.3927982 11.1442009 9.7139461 12.4648476 11.2001573 8.4802651 12.2139524 2.5696855 9.4283020 9.1707365 NA 9.4228698 -1.1306813 -0.01981400 -0.00984870 0.72338000 0.67307000 0.68757000 -0.01532900 -0.01532900 -0.01739100 -0.01739100 -0.07022400 0.67419000 0.70345000 0.00166420 0.00166420 0.00166420 0.02595200 -0.01161100 -0.01161100 0.00284190 0.00041593 -0.07076600 -0.03608900 0.03651200 0.00833510 0.04457400 0.01209700 3.21010000 -0.08519200 0.03495900 -0.00719580 -0.07494500 -0.01981400 -0.01505400 0.01279500 -0.82928000 -0.80881000 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11.2276169 10.4088839 9.0799117 7.7821300 10.0707517 -1.1306813 NA 9.5301277 9.6275386 10.1843900 9.1064504 12.7936818 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 & neck squamous cell carcinoma 74 1971 2 white not hispanic or latino 1 1 NA NA 4 1 4 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 4 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.433101e-06 1.005656e-06 13.6363636363636 30.3030303030303 3.78787878787879 23.4848484848485 28.7878787878788 11.70834814 -0.01668713 10.23553716 4.89015482 5.79918317 10.28361856 2.39829564 6.24379283 8.61262268 16.07802410 7.17966331 7.08129808 9.22405740 -1.60164963 8.87302355 7.79918317 5.11103549 4.89015482 8.71684621 8.09353165 0.39835037 1.39829564 12.04733505 10.76871845 11.07822334 2.30518259 9.94326791 10.31753924 10.42067135 -1.60164963 5.64623179 8.57119366 NA 13.93670463 11.89852294 9.39689393 12.00978944 8.90807853 8.00748202 12.17709932 4.09873957 -0.60164963 14.33164836 8.59306015 -1.60164963 10.65598600 3.84324020 12.25375600 7.95672405 2.64927055 -0.60164963 3.35250431 1.98327638 15.57652034 16.04490304 12.14660116 9.97856204 12.65635418 -0.60164963 NA 6.56321000 10.61565538 8.19596516 10.73257677 9.41580788 0.38017531 16.58740895 18.30697756 13.24094847 2.09875641 3.56822672 3.04215402 12.42991855 -0.01668713 10.12749928 6.66976664 11.26708939 10.03538115 10.35866746 17.21454968 9.34958820 7.24692677 4.77334232 11.24516500 -1.60164963 10.75089872 11.52622530 9.01301330 11.09765905 12.21378685 0.72019089 8.22167073 10.60745220 7.80131583 -0.60164963 NA 5.12622539 6.39830419 9.21128287 9.93065944 10.28438110 10.57790159 3.79062609 NA 5.62712236 -1.60164963 11.20706662 9.99122761 13.61148366 11.16255309 9.26324009 11.04711041 NA 8.65569135 13.64649050 8.51464739 11.38911654 11.27366886 9.65412276 10.04780215 7.14984770 12.37011643 5.72023194 0.72019089 11.58178380 9.11426550 11.57369708 10.20122363 9.27635429 11.68341667 2.56822672 9.26463964 9.53657536 1.20564274 6.23750636 2.64623179 0.0019418 0.0167050 0.4576800 0.7230100 0.1218200 -0.0494240 -0.0494240 1.5421000 -0.2660000 1.6843000 0.0020805 0.7269700 -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 0.0934750 0.3143400 0.0686650 -0.0087477 0.0255310 0.0259190 0.0019418 -0.6039000 0.0013868 -0.1378100 -0.1378100 -0.1461800 -0.1461800 -0.1302800 -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 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8.13314838 8.63312093 9.87353024 7.92958745 5.71118651 4.23119429 7.83911055 2.30518259 9.31194081 11.67370053 9.47978693 7.10566237 3.15318922 6.92170886 -0.6016496 7.3495882 11.1328014 14.0340720 10.3201445 10.6753003 11.5258143 11.4674176 12.6202682 7.3898249 11.0246970 8.1397703 9.9657843 5.1808441 11.5262253 9.0970081 10.3601149 13.2154595 7.8182639 0.3983504 11.2859049 10.9058504 12.7077798 10.8881514 0.3983504 11.0531632 11.1296225 14.5146466 8.4870916 8.2248521 9.3876979 12.0235557 8.4802930 8.2961490 10.5881281 9.1631752 8.7168462 10.6647972 6.8245680 9.3312565 14.3316484 10.6559860 10.7359254 9.9785620 5.0987438 7.5378551 13.2409485 1.3982956 -1.6016496 9.2686683 11.5732292 11.0976591 12.2137868 11.4213648 10.6074522 11.3848566 9.8023807 -0.6016496 3.2056584 10.0728312 9.1009438 11.3592104 7.1664875 5.6744268 11.2070666 11.9858466 11.0471104 11.7979820 10.4032262 10.0208129 10.4532469 8.9747877 10.2862856 1.9832764 -0.6016496 6.1730914 8.8268418 9.5493199 10.0212704 10.7162813 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 & neck squamous cell carcinoma NA 1971 NA white not hispanic or latino 2 6 NA NA 1 1 2 1 2 1 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 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 4 0 0 4 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 0 0 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 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 6 0 0 0 0 2.358089e-06 8.669447e-07 17.7083333333333 13.5416666666667 4.16666666666667 29.1666666666667 35.4166666666667 9.6288636 NA 9.6862347 5.6834186 4.5903086 10.3434157 0.2684344 5.9122379 8.8049532 16.0537070 6.8533445 7.5506983 8.5614709 NA 8.1366902 7.6111975 5.1096865 6.4449718 3.4383062 7.2108963 3.4383062 0.2684344 9.8639505 10.6030280 12.1173964 3.4907755 10.0332538 11.0123752 9.7728703 -1.3165281 5.3976661 8.9478859 NA 12.8007382 10.1315361 8.8682951 11.5051938 8.8152767 7.4248868 11.6540650 2.6834270 NA 12.9570697 8.4181292 0.6833821 11.1852570 5.0577622 12.9366025 7.3558453 4.2082363 NA 5.1263617 0.2684344 15.4038230 15.1813916 12.0840324 10.0120947 13.2891308 NA -1.3165281 6.1591528 10.4075072 9.7821099 11.0655034 9.7414115 NA 18.0018809 18.5637551 12.2686171 NA 3.2069870 -0.3165281 11.9614336 NA 8.7761770 7.1591528 11.3611460 9.8620847 10.4786478 16.2508857 8.9711322 7.0365671 4.0757380 11.3358166 -1.3165281 9.9449271 13.4112770 7.8152770 11.3779953 12.4938910 NA 8.5163099 11.3613596 5.5537844 NA 4.7919443 6.9360855 6.9122379 7.1180482 9.3362646 9.5398453 10.3838595 2.0053641 NA 8.3308783 NA 10.8797145 7.6805993 13.2256053 11.6454120 9.0835307 10.4528445 NA 4.4907755 13.6697507 8.3036397 10.5974311 8.7548822 10.7283467 9.5320428 5.6376160 11.1180480 5.3976661 2.3838563 9.2898250 8.3505313 12.3223082 9.5940625 8.6649869 11.6979634 1.6834270 8.4019355 8.9265937 -1.3165281 11.3451979 1.0053281 0.1925400 2.9871000 0.4952800 0.4270400 0.8165700 0.0000000 0.0000000 0.8292100 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 -0.0210200 -0.0210200 0.1795000 0.1411700 0.1638500 -0.0271240 -0.0321200 0.1925400 0.1925400 -0.2529800 -0.1307000 -0.1307000 -0.1307000 -0.1307000 -0.0186280 -0.0186280 -0.0098185 -0.0098185 -0.0120240 -0.1336800 -0.1336800 -0.1336800 -0.0227230 0.0059700 0.0059700 -0.0335410 -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 0.3891500 -0.2639600 0.1144800 -0.1717000 -0.4053900 0.0132030 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 0.389 0.389 -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 0.823 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 0.389 0.389 -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 0.823 0.000 0.154 0.154 -0.035 0.213 0.000 0.128 -0.3165281 6.6834200 10.7791464 11.7286675 12.1263633 10.8922637 11.3573913 6.7495088 11.1715110 8.3127763 -1.3165281 2.2683745 7.9478625 10.2782108 10.3655365 14.5538086 4.5218674 11.6281319 8.0606305 8.4482914 6.7223390 11.3573913 -1.3165281 10.3483114 5.0232687 8.1259486 6.8830917 9.4883575 7.2305844 6.4972004 -0.3165281 7.6346753 4.3558479 10.1033800 10.2447078 8.9074216 6.3416318 1.8533570 1.0053281 NA 6.283333 9.571402 12.720873 10.004784 10.982628 9.584287 14.484370 11.990336 8.165219 11.438933 8.760235 9.860839 4.845510 13.411277 8.538288 10.363340 12.440211 8.290750 3.683416 9.662845 10.1912145 12.8051961 12.0155962 -0.3165281 11.6655221 10.0232698 14.3054696 10.7491725 8.7223386 8.6834196 11.9995599 9.3464796 8.1792747 9.4631391 7.5163099 3.4383062 11.0357392 8.0991616 9.2570670 12.9570697 11.1852570 10.5483797 10.0120947 5.6946462 8.2907501 12.2686171 -0.3165281 -1.3165281 9.4223564 8.6007919 11.3779953 12.4938910 11.5261630 11.3613596 10.8889076 9.1510254 0.6833821 0.6833821 9.2557599 7.0757369 10.1216919 7.8023606 4.3558479 10.8797145 11.3819074 10.4528445 12.0136364 10.7305437 9.8451816 9.6332465 7.1346306 9.8451816 5.3127777 NA 4.3558479 8.7092513 9.6657005 10.6022830 11.0663139 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 & neck squamous cell carcinoma NA 1969 NA white not hispanic or latino 1 1 NA NA 1 3 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2036138 9.1886012 10.6096624 9.8787892 2.7471725 16.8915998 18.5767502 13.1179030 -0.1273682 2.2877382 1.7471725 12.0528133 3.0950974 8.5189556 7.4874068 11.5317934 10.4953589 10.1468809 15.4865151 9.5949351 6.0426225 6.4775591 10.9625887 1.0951143 10.9985409 11.3793797 10.8432821 11.1602169 11.5212043 NA 8.5093213 11.8587759 7.7512588 NA 1.0951143 7.4427801 5.7055882 8.0886346 9.1757165 10.0841796 10.3287090 2.9881757 NA 7.7097993 NA 11.2028668 10.0079787 12.5553989 11.4735390 9.6157192 10.8394426 NA 7.4874068 13.2191645 7.9369906 11.2562212 7.6735967 10.3855558 9.7471967 9.0958941 11.5599268 3.8423252 3.5731321 10.7920568 8.6854090 12.3735388 10.2232678 7.9881740 11.5161022 1.6096604 8.7814597 8.7885764 -1.7121731 9.4021274 2.0950805 2.97850000 -0.01381500 0.19603000 0.40311000 0.01349200 -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 0.51525000 0.03002900 0.19390000 -0.22355000 -0.31155000 -0.02698800 -0.02698800 -0.03844400 -0.23975000 -0.22305000 -0.22305000 -0.22305000 0.20305000 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 -0.07387700 -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 NA 7.7451150 10.9392346 10.8110513 11.2714406 11.0507392 11.1734308 0.8727106 12.1962208 6.7471658 0.2877087 5.2989625 7.9243588 10.4719899 10.7058505 12.8001045 3.8172446 11.5235991 8.6286971 8.6524273 7.5285260 11.1734308 -0.1273682 10.7466536 4.6452866 8.7315896 9.9868731 9.2258364 8.1641899 1.4576468 0.6096604 8.3017271 2.5356549 8.9820923 11.8378799 9.0829623 6.9097863 2.3752063 1.2877087 0.6096604 9.7984985 12.6401917 12.9014053 9.6752133 10.7481902 9.7573762 10.8399231 11.4815677 10.9107013 11.0298333 8.6286971 12.2360104 4.7108064 11.3793797 10.9211838 11.8528365 12.7534169 8.4450815 1.6096604 10.4272857 10.8348699 12.2061318 11.1519205 -0.1273682 11.8024484 10.9987560 14.2557693 9.4676435 8.4387511 8.7202764 11.2397476 9.1131147 8.4463439 9.5898021 8.9052020 3.0950974 11.2105046 8.6051469 10.7016267 12.7284089 11.6943380 10.0654007 9.4670214 5.3430169 9.4438176 13.1179030 -0.7121731 0.8727106 9.2251081 9.6616871 11.1602169 11.5212043 11.2309818 11.8587759 11.2495458 9.4469751 0.2877087 0.6096604 9.7837092 7.7588202 10.5991989 8.9143561 4.4374808 11.2028668 11.7278249 10.8394426 12.1507591 10.8545020 9.9803498 10.5050863 6.7553403 9.9495125 6.4576600 0.2877087 3.6800542 9.6557988 9.6441863 9.7825899 12.1122954 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 3 4 3 3 3 3 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 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 0 0 0 0 0 0 0 0 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 3.121001e-06 1.352434e-06 20.6106870229008 53.4351145038168 3.81679389312977 9.16030534351145 12.9770992366412 9.0498845 -0.6003367 10.6067446 NA 3.1546156 10.3348953 10.2720204 5.9619728 8.0015011 13.5599956 7.5418369 8.5907895 8.8530010 NA 9.3096232 9.1285012 5.4977624 3.9846896 12.3126196 8.9762147 1.9846987 2.4872033 0.9846987 7.6641728 11.7941929 NA 9.6880196 10.9367059 11.1782181 2.2686140 2.8591546 9.5748431 NA 13.2512353 7.9055416 8.9123523 11.9517989 6.3066213 4.3997317 13.7721872 3.6851328 NA 11.7594798 8.8175826 1.5696369 12.6106298 7.5970946 12.0186892 5.2452218 NA NA 5.2700953 0.7216789 15.6351367 15.7411499 12.3449912 9.8900797 13.3616321 NA -1.6003367 5.4765469 9.3393096 9.9903173 11.7476284 10.5264347 -0.0153742 12.9818134 18.1944237 10.4671646 NA -0.6003367 1.5696369 11.9167844 NA 7.1105366 2.7920432 11.9339723 10.5693421 9.9700603 14.9409630 9.1233912 1.3997180 3.8591645 10.5283690 2.5696612 9.5771497 13.3489989 9.2349913 11.8050047 13.0937072 -1.6003367 8.5469353 11.9711274 2.2070807 -0.6003367 NA 6.4000119 6.9921872 5.1679159 9.9208399 10.1044985 9.8779943 5.2199081 -1.6003367 6.3304670 -1.6003367 8.0199498 8.1070894 13.1294041 11.8762233 9.9154054 11.6767270 NA 2.2070807 12.8101816 9.7434712 10.9345195 9.9124707 9.6712107 10.7400310 9.7649591 9.5734075 4.8915844 1.8591745 11.6405216 7.2389339 12.1106443 10.2646902 9.6500287 10.1724571 1.8591745 9.0389080 8.8945859 -1.6003367 10.8822862 0.9846987 0.00708260 0.00708260 1.14330000 -0.00443120 -0.00443120 -0.01174900 -0.01174900 -0.02767100 -0.02767100 -0.00110870 -0.00110870 -0.00110870 0.01084200 0.01084200 -0.00794610 0.01265500 0.00694350 0.00694350 0.00124810 0.00000000 -0.03066000 -0.03066000 0.02539000 0.00791750 0.01768400 0.01405100 0.03031000 -0.02068700 0.01052000 0.01052000 0.01052000 0.00708260 0.00708260 0.00708260 0.01223700 -0.68854000 -0.69694000 -0.69694000 0.00666530 0.00666530 -0.01161100 -0.01161100 -0.01161100 -0.00443120 -0.00443120 -0.00443120 0.63080000 -0.02767100 -0.02767100 -0.00110870 -0.00794610 0.01265500 0.01628600 -0.00027724 -0.67113000 0.00694350 -0.65426000 0.00000000 -0.01367700 -0.01367700 0.00458300 -0.69523000 -0.63859000 0.01726400 0.01726400 -0.00110870 0.01684500 -0.67453000 0.00332990 -0.00829430 0.00986690 -0.00010614 -0.00010614 -0.02029000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 NA 8.3755782 10.8442275 12.5246593 12.5456624 10.2432587 9.9903173 0.9846987 9.8238966 3.2070807 -0.6003367 3.5696612 7.4137506 11.5705942 10.6158698 15.9462178 4.9003742 12.6257661 7.8995763 9.3052902 6.8133579 9.9903173 NA 10.2349911 3.7572793 9.1972216 5.4109584 9.3229834 6.6804552 4.7395781 2.3997180 8.3952856 6.7572820 8.2700949 7.1174062 8.6116184 7.8995763 1.5696369 5.5290119 -1.6003367 6.7216584 9.0579416 11.2619608 13.6401117 13.0449946 7.5134726 10.9694885 10.2573225 8.8133583 10.9230472 7.3215710 12.7155167 4.8486330 13.3489989 9.5186713 10.4567066 11.7841848 11.8313584 0.7216789 10.7097749 11.1116123 10.9376766 11.6372390 3.6851328 12.1403543 9.9653084 14.1061448 7.5895545 8.4165387 9.6297508 11.8983302 10.0958936 8.6055236 10.4478765 8.0879804 12.3126196 10.8596741 10.0888546 9.3791554 11.7594798 12.6106298 9.5309441 9.8900797 5.3770092 7.6711936 10.4671646 1.8591745 NA 9.4637994 9.3081228 11.8050047 13.0937072 10.8680997 11.9711274 11.5889371 8.8364418 1.5696369 NA 9.1949501 8.7661399 10.3579204 7.9638798 2.7216570 8.0199498 11.4863641 11.6767270 11.1695681 10.5652654 9.8322721 8.5658934 6.8550578 10.4252159 -0.0153742 NA 12.2958734 9.6425888 10.4186259 9.5167239 11.7830295 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 3 4 3 3 3 3 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 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 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 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 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 7 0 0 0 0 0 0 0 4 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 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 1.470338e-05 4.438757e-06 15.4929577464789 72.7112676056338 3.69718309859155 7.04225352112676 1.05633802816901 10.7450032 NA 10.6928162 NA 1.6405284 10.6389837 8.7362402 8.6788593 8.8380397 16.2200035 7.0779554 7.1606228 7.9784199 NA 9.4839477 9.1675925 5.4818511 6.7606441 10.4656855 9.2404629 3.3775125 2.9300560 6.3223735 5.5040483 12.0982729 NA 10.3688485 10.6229099 11.3025260 -1.5294892 4.1710627 9.1136966 NA 14.4258436 10.1252611 8.9594694 11.8929527 8.9321046 7.1536199 11.2466468 -0.5292809 NA 13.1703059 8.8543292 7.8347599 12.2907043 3.6337218 12.3667682 6.4874333 0.4706150 NA 1.6405284 0.4706150 15.0802367 15.7782358 12.3309361 9.0899279 13.4561112 -1.5294892 -0.5292809 7.6751963 9.9922254 8.2536234 11.4498716 10.2739490 4.1680082 13.7225882 18.6337845 14.0226336 4.0252149 3.4248281 4.5150185 12.0102686 -0.5292809 9.9724622 4.9300560 11.5705169 10.2682865 9.9759404 15.6189725 9.2354966 4.1985492 3.9941905 10.8182464 NA 10.3293832 12.6233852 10.3946953 12.3943239 12.3070700 0.7925222 8.6505341 11.6469541 6.1430505 NA NA 8.0613993 6.3954382 5.9463589 9.5804557 10.5660221 9.7484936 2.0555775 NA 9.5889173 NA 10.9654806 8.4378515 13.2976203 10.9412840 9.9678982 10.6779445 NA 4.1430505 13.7448940 8.9990791 10.9303128 9.7869065 10.5584194 9.7681145 8.6690700 11.3239346 5.5040483 -1.5294892 11.0088140 8.7185524 12.0726279 10.6098566 8.6152831 11.3963649 2.0555775 9.1172376 8.7479123 -1.5294892 10.8765642 3.0555948 -0.00241410 -0.00241410 0.31812000 0.00118920 0.00118920 -0.00116750 -0.00116750 -0.00324470 -0.00324470 0.00340980 0.00340980 0.00340980 0.02070300 0.02070300 0.02070300 0.02070300 -0.27002000 -0.27002000 0.00354870 0.00354870 -0.26678000 -0.26678000 0.01552800 0.01580700 0.00396540 0.00396540 0.00549390 -0.03128000 0.00563290 -0.29372000 0.00021846 -0.00241410 -0.00241410 -0.00241410 -0.00324470 -0.00324470 -0.00324470 -0.00324470 -0.03400800 -0.03400800 -0.00545790 -0.00545790 -0.00545790 0.00118920 0.00118920 0.00257680 -0.00116750 -0.00324470 -0.00324470 0.00340980 0.02070300 0.02070300 -0.01538700 -0.01538700 -0.00435160 -0.27002000 -0.27002000 0.00354870 -0.26678000 -0.26678000 0.00285440 0.00000000 0.00716270 -0.28494000 -0.28494000 0.01580700 -0.31008000 0.00396540 -0.02266500 -0.02266500 0.01580700 -0.02444600 -0.02444600 -0.03128000 0.000 0.000 -0.270 -0.270 0.000 0.000 -0.267 0.000 0.000 0.119 -0.166 -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 0.000 0.000 0.000 0.000 0.000 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 -0.267 0.000 0.000 0.119 -0.166 -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 0.000 0.000 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 7.9941871 10.5095440 11.1712815 11.5284476 10.2896066 10.3070700 1.0556122 9.9259523 5.2908040 -1.5294892 2.3775125 9.0935919 11.6405500 10.5238722 15.1721887 4.0681549 11.5691507 7.9922257 9.1496653 9.3998835 10.3070700 -1.5294892 10.1870159 6.9177086 9.5451346 8.3624090 9.3692265 7.1324031 6.0404804 -0.5292809 8.1658532 6.6800782 8.3348114 9.7066392 10.1018021 7.5660221 1.6405284 0.7925222 -1.529489 7.550110 10.867497 11.612092 12.419540 12.091074 9.481153 10.784075 11.268894 9.519793 11.032867 8.380518 11.041429 3.932675 12.623385 9.360889 10.888214 12.835513 10.085335 2.055577 10.373000 10.9397581 12.0437988 12.0580510 2.4706150 12.1113219 11.0721637 14.9775978 9.1840115 8.4102041 9.8472931 12.3030206 9.7169381 8.5712873 9.3440691 9.1562500 10.4656855 11.2650409 9.5863191 11.5717800 13.1703059 12.2907043 9.7635218 9.0899279 5.2519841 10.6295502 14.0226336 2.3775125 0.7925222 9.5627215 9.6946267 12.3943239 12.3070700 10.9637299 11.6469541 11.1987582 9.0049280 1.2779847 -1.5294892 9.7934884 8.9564241 10.8632108 10.8057362 4.6203694 10.9654806 11.5387315 10.6779445 12.5765335 10.5843672 10.3972917 10.1492252 7.2971740 9.9922254 8.5856686 3.2779847 10.6985418 10.2435045 9.7096268 9.7542923 11.1074762 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 & neck squamous cell carcinoma 31 1969 NA black or african american not hispanic or latino 3 5 NA NA 3 4 3 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 0 0 0 0 0 1.352434e-06 5.895224e-07 28.5714285714286 26.7857142857143 1.78571428571429 21.4285714285714 21.4285714285714 10.5940321 NA 11.0649566 -0.2921219 2.5153088 10.8168056 6.6027716 8.3115808 8.9137478 16.3560312 7.3004111 7.0253666 7.3518103 4.9558800 9.0037234 9.1109666 5.1306920 8.2038095 10.2422574 9.3979525 3.3518120 5.6504688 6.7632376 11.4521577 11.7056633 1.0299122 10.3120443 10.8066446 10.9259122 0.7079665 5.1508968 9.2299279 NA 12.4867503 9.6701276 9.0355071 12.1649505 8.9653425 7.1130962 10.1596808 8.7887722 2.4083858 13.1447311 9.0105936 5.9840789 11.1547793 5.8465836 11.2461434 6.5088549 NA 0.7079665 1.8778620 1.2928995 15.9913045 16.2657231 12.3556737 9.0433448 13.3082159 3.1002713 7.4860313 7.4728265 9.6563217 9.0655066 11.0312908 10.2451728 3.4628376 14.2019038 15.5922443 13.2004962 NA 3.3518120 4.7079554 12.1571032 NA 9.9367732 5.4083926 11.6832866 10.3847931 10.2117803 15.6230403 9.6320248 5.5659353 7.7794167 10.4243453 -0.2921219 10.3004116 11.6296485 9.6701276 12.0734568 12.0595839 2.7954137 8.8410966 11.7107695 4.2625459 1.2928995 0.2928995 7.2433463 7.7605224 8.9794175 9.4161762 10.6784199 10.0704464 3.4628376 7.6118363 6.5217355 NA 10.8314293 9.2635023 12.4091527 10.8580191 9.3652908 11.3986073 NA 6.8320761 13.0247310 7.7550785 10.9283329 10.5364877 11.4957734 10.1567883 8.4290535 11.3990437 6.2315169 1.7079665 11.5147055 10.9183215 11.9872749 10.5871548 9.1258071 11.6646937 2.7079444 9.2984668 10.6016352 1.0299122 9.0231040 3.5153088 0.00000000 0.00986690 0.01136900 -0.00429290 -0.00429290 0.00374650 0.00374650 -0.00415460 -0.00415460 0.35486000 0.35486000 1.98400000 -0.00761010 -0.00761010 -0.00761010 -0.00761010 -0.01477800 -0.04124700 -0.00346770 -0.00080842 0.00458000 -0.00123700 -0.01188700 -0.01876500 0.34844000 0.34844000 -0.01037000 0.05105600 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 0.00708260 -0.00429290 -0.00429290 -0.00429290 0.00098230 -0.00415460 -0.00415460 0.35097000 -0.00761010 -0.00761010 -0.00981670 -0.00981670 0.00211330 -0.48764000 -0.38269000 -0.03395000 0.00458000 0.00458000 -0.00097017 -0.01234400 -0.01188700 -0.01381500 -0.01381500 -0.01876500 -0.01876500 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 NA 7.7358606 10.8026920 10.7977360 11.3235842 10.2182242 10.2182242 4.3518120 9.7954173 6.7632376 -0.2921219 5.5905990 9.0566827 12.5889728 10.9152739 13.3167291 4.8233621 11.9390256 7.4991172 8.7966500 8.8059866 10.2182242 NA 10.6719343 5.6504688 9.0424848 8.8046696 8.9027113 8.0206105 3.1002713 2.2929290 8.1215403 3.2315092 8.6342506 10.5538365 8.9125256 7.5875375 2.8778816 0.7079665 NA 6.351810 9.174541 11.084612 10.795749 11.782431 9.643120 10.862456 10.778746 9.272104 11.065740 9.231516 11.760013 5.879382 11.629649 10.787439 11.266853 13.069393 9.452788 2.614851 10.937374 10.807631 11.677521 11.548536 1.877862 12.113894 11.358558 14.840675 8.503994 9.079731 9.882256 12.044322 9.504538 8.523338 9.744128 9.024236 10.242257 10.493816 8.796743 11.522937 13.144731 11.154779 10.016294 9.043345 5.673740 10.007735 13.200496 8.294794 1.029912 9.686665 10.254849 12.073457 12.059584 11.357660 11.710770 11.567295 8.856431 3.167390 NA 9.570065 9.906191 10.787106 10.319440 4.917408 10.831429 11.663241 11.398607 12.683802 10.529330 9.833368 10.231026 8.076461 10.085165 8.266375 1.662160 8.415314 10.109645 10.999989 10.073730 11.640538 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 & neck squamous cell carcinoma NA NA 5 asian not hispanic or latino 1 3 NA NA 3 3 4 2 3 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 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 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 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 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 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 7 0 0 0 0 8.357347e-06 2.878256e-06 14.0672782874618 62.3853211009174 3.6697247706422 14.9847094801223 4.89296636085627 9.8474315 NA 10.5532980 3.6310344 4.9529625 10.5223819 9.0196644 7.2666207 8.5785648 16.7221487 7.2872017 7.2912831 9.0035862 NA 9.6738641 8.4711358 5.0683742 5.9835477 9.0343486 7.8404853 3.3472404 1.6310111 12.0176645 5.3155300 11.5340532 NA 10.5984643 10.5009564 10.4170683 1.1456122 3.3472404 9.3944059 0.4086032 11.9970421 10.1388268 8.7169789 11.7408628 9.4872353 8.3878269 12.3461362 6.1456061 -1.1762506 12.5958887 8.2603889 1.8236678 12.6252846 6.2180546 12.3568853 6.1899985 -1.1762506 NA 1.4086575 0.8236678 15.6513030 16.3394096 12.2813146 9.7880181 12.3686417 -1.1762506 NA 6.0716039 10.9791280 8.7230342 11.7838602 9.7040260 3.5785644 16.6029926 18.8922784 12.5488304 -0.1762506 3.9529579 2.1456122 11.4731580 NA 9.0270252 6.3235232 11.7301263 10.7275591 10.0692300 15.5962882 9.4738313 1.1456122 4.1090763 10.2019721 0.4086032 10.3705717 12.1266131 9.6847640 12.0989288 12.0649156 NA 8.5241170 11.4584883 4.3472404 NA NA 8.0794138 5.8571002 6.1274579 9.2509900 9.9923494 9.9753281 -0.1762506 NA 8.4872355 NA 10.3642896 8.9164342 12.9745352 11.9498977 9.7539194 11.2940819 NA 4.4675338 13.3845474 8.8991563 11.0017196 8.8095193 9.8156950 9.8877463 11.2073815 11.2309450 5.8349033 1.8236678 9.0306914 7.3115176 11.0521953 9.6518137 9.1354256 11.8446572 2.7305747 9.2669627 9.0122661 -1.1762506 11.1984450 2.2831217 0.1222400 -0.1756300 0.2793100 0.0430150 0.1277100 0.0255310 0.0255310 0.2471600 0.0401250 -0.1190000 0.3530000 0.3530000 -0.2000000 -0.2046400 -0.0546440 0.0589370 2.9355000 -0.1724600 -0.2107200 0.0468420 0.1819200 0.1819200 0.3525100 -0.2058500 -0.1261600 -0.1261600 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 0.0679480 -0.4182700 -0.4182700 -0.4182700 0.1277100 0.1277100 0.1212300 0.0255310 0.0401250 0.0401250 -0.7119400 -0.0546440 -0.0546440 -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 -0.2016700 -0.2134200 0.0695020 -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 0.192 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 0.192 0.000 -0.119 0.234 0.000 0.000 0.000 0.000 NA 8.3135252 10.2536070 12.4906778 11.6896038 10.5839814 11.2253568 0.8236678 10.2478435 6.2748878 0.4086032 0.8236678 8.4783134 10.6070848 10.1234576 13.7369874 4.6287094 11.9328549 8.0282481 8.6685868 7.7836793 11.2253568 NA 10.7782371 5.1987181 8.0837027 7.0668512 9.0974728 7.3488060 5.0524941 NA 7.6340879 7.2202816 9.0355656 10.6446540 9.3849652 6.3235232 2.1456122 2.4086304 NA 8.258306 11.534268 12.494423 14.258566 11.117436 10.394007 10.065065 12.075603 9.591862 10.437467 7.554996 11.093973 4.773680 12.126613 9.255175 10.470686 12.101130 7.189999 4.215997 10.292301 11.4525784 11.5114903 10.8731855 1.8236678 11.5245504 10.3034575 14.6598497 8.8911117 8.8009572 9.0035862 12.1732349 9.1580959 7.7952208 10.1200200 8.5464847 9.0343486 11.3351828 9.7625217 10.6660276 12.5958887 12.6252846 10.5968165 9.7880181 5.2499421 9.2551747 12.5488304 -1.1762506 0.8236678 9.5668287 8.6613053 12.0989288 12.0649156 10.5541473 11.4584883 11.2090004 9.3374049 -1.1762506 -1.1762506 9.7014522 8.5649249 10.5566926 10.0851846 3.5241138 10.3642896 11.6160609 11.2940819 11.4363154 10.5193405 10.8300033 10.0110293 7.2457419 10.3992165 5.0135025 0.4086032 9.6668132 9.9006732 9.7581053 9.8446571 11.0054507 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 & neck squamous cell carcinoma 11 1984 NA white not hispanic or latino 2 5 NA NA 3 4 3 3 3 3 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 5 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 0 7 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 4 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 0 0 0 0 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 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 3.987945e-06 1.040334e-06 35.5704697986577 30.8724832214765 0.671140939597315 14.7651006711409 18.1208053691275 10.2463999 NA 10.7314086 0.4936473 -0.5063527 10.4640666 5.2078460 8.6846603 8.7939537 16.4941349 7.6858939 8.0990806 6.9934468 1.8155344 9.6060407 10.2240713 5.7509896 6.5650640 11.7587767 9.7444918 4.8511544 3.0785586 8.2484888 5.5488835 11.5985275 NA 10.2371734 10.7565768 10.2953095 NA 3.5379918 9.3113844 NA 13.4527428 9.6908179 9.1895602 11.4355658 9.0395310 6.9733817 10.7453795 2.0785757 NA 11.7475964 8.7592161 6.7556955 9.6433483 2.1940555 11.3161720 7.4907803 NA NA 5.8511544 NA 16.4041440 17.1184154 12.8072637 9.6267434 13.0888004 NA 1.9530417 5.7509896 10.4342818 9.4361156 12.0181429 10.4586640 4.3264942 8.2009604 18.3064397 13.3926276 NA 2.8155344 3.4478040 11.4748116 NA 9.3288620 5.6021243 11.6633712 11.3838655 9.9571256 15.0475004 9.6177226 3.7415317 2.7415317 10.4053676 -0.5063527 10.2202451 12.9344548 10.3955994 13.2597159 12.0445884 -1.5063527 8.7403417 10.7836200 6.9733817 NA NA 9.1678905 7.8378972 6.5542972 10.6183687 11.3550759 9.7703073 1.8155344 -1.5063527 8.3437880 NA 10.7021404 8.6073433 11.8008020 9.9019309 9.4317399 9.6458861 NA 5.0013969 12.9945053 8.3685824 10.7641885 8.4004918 10.5751778 9.9229975 6.8987429 10.8044979 5.7415290 -0.5063527 12.5549724 8.9334322 11.3986120 10.2757803 9.4557741 11.5057019 3.8155242 9.3941285 9.3585611 -1.5063527 9.8544483 2.5810620 0.00000000 0.00000000 2.61910000 0.00777830 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 0.00041593 -0.33664000 -0.33664000 -0.00443120 -0.02370300 0.03721700 0.03721700 -0.01436600 0.40427000 0.02791900 0.02791900 0.00127670 0.00000000 0.00000000 -0.00027724 -0.34653000 -0.34561000 -0.34561000 -0.34561000 -0.33894000 -0.33894000 -0.32774000 -0.32774000 -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 0.00041593 -0.33664000 -0.33664000 0.00430210 0.00430210 -0.00443120 -0.00567570 -0.00567570 -0.02370300 -0.02370300 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 NA 7.84454007 11.17966394 12.25733224 11.41097327 10.49500934 10.68774239 6.78822240 10.30617963 5.85115435 -0.50635267 4.98545489 9.11565286 11.44779747 11.01200843 13.40006904 3.63479073 11.41878469 7.92822936 9.17051023 9.54481011 10.68774239 0.07860983 10.36666077 5.87730500 9.15992279 8.93550778 8.87514420 8.42794091 2.49359610 0.49364733 7.63825923 5.75098964 7.84454007 10.52116168 8.99344708 8.14644597 3.88591596 2.19405552 -1.506353 9.072917 10.541747 11.238628 12.534148 10.739451 8.972371 11.246191 10.112904 10.281912 11.571251 7.130226 11.238225 4.627619 12.934455 11.104165 10.995190 14.646912 12.177473 5.017165 10.539702 10.6828080 11.7982377 11.5580071 2.4935961 11.9399091 11.3595277 14.2938937 10.1424081 9.4999272 8.5393609 13.1533184 10.1425339 8.9417176 10.0639171 10.4221195 11.7587767 10.8256377 10.1646999 11.0402545 11.7475964 9.6433483 9.8081844 9.6267434 4.8859208 10.2112776 13.3926276 -0.5063527 0.4936473 9.3585611 9.7373702 13.2597159 12.0445884 11.5694145 10.7836200 11.7633123 8.8121439 NA 0.4936473 9.3732380 9.2392250 10.8228369 10.6128666 4.1660245 10.7021404 11.1688967 9.6458861 12.3958820 10.7580438 10.4890150 10.0176530 7.2782357 11.0665382 6.8555450 1.9530417 7.8155293 10.8333482 10.8259175 9.9130346 11.1211350 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 1 NA NA 4 1 5 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 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15.0631612 11.9008271 9.9860343 12.9725875 NA NA 5.4691175 12.3628504 10.1162539 11.0381083 9.9221369 -0.4733302 16.7488976 18.1455921 12.1643597 NA 3.3339532 2.6965280 12.8796117 -1.4735305 10.8811276 5.1265145 11.3954465 10.2893999 9.5510499 15.7518666 9.2714366 5.8929253 4.8303821 11.5147548 0.5265697 10.1536806 11.7623043 7.5209565 11.1488833 12.2849300 0.5265697 8.5181244 11.1251205 6.1040326 NA -1.4735305 7.0232964 6.3467814 7.6558856 9.7421358 10.4521571 10.2557986 3.8841583 3.9189205 5.6140649 NA 11.2378395 9.1431515 12.4837047 11.3236562 9.8877624 11.1394712 NA 5.7262754 13.1652083 8.4229352 11.0003084 10.4517862 10.0772148 10.1407466 7.3145053 11.6069206 5.9695465 1.3339389 9.7614201 9.3954253 13.0414400 9.9659141 8.8675654 12.6459491 3.8120053 9.1976573 9.0734971 2.3339675 10.2997419 1.8485178 0.0642250 0.0642250 0.4433300 0.5122800 0.5657800 -0.0361290 -0.0361290 0.0000000 0.0000000 -0.1972500 0.3141800 0.3141800 -0.2726000 -0.2726000 2.3002000 -0.0215100 1.5846000 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0.000 0.256 0.486 -0.167 -0.167 0.250 -0.259 -0.115 0.000 0.000 0.000 0.117 0.314 -0.236 0.000 0.344 0.000 3.6140620 6.8619926 10.6795213 12.0505321 11.6550804 10.0393432 9.7323959 10.6403449 11.7721554 8.3079626 1.3339389 3.7745341 6.7164271 9.7685858 10.2604654 13.0705408 3.1300742 11.4797079 8.8686775 9.0644326 6.7886975 9.7323959 1.1115655 10.7736401 4.3339604 8.4242515 8.6312014 10.3598881 7.9215369 5.4807983 0.1115655 7.2645261 5.2814905 9.5906718 10.2399893 9.0897990 6.6087516 3.5266072 2.6140737 -1.473530 6.340384 11.647650 11.178087 12.248343 11.946300 9.807953 10.488414 12.277100 8.204322 11.767990 7.723819 10.198586 5.032969 11.762304 9.457340 10.669986 12.456613 6.965394 2.526595 9.751810 10.809691 12.420189 10.095509 1.848518 11.468567 10.427847 14.558625 10.465080 8.662312 8.992169 11.900827 7.888349 8.170459 9.227909 8.816621 3.433494 11.825668 8.004361 6.853033 13.234393 11.145676 10.679521 9.986034 5.469118 6.537830 12.164360 2.774524 1.526620 8.681421 9.182133 11.148883 12.284930 11.334964 11.125121 11.269123 9.136705 5.592693 3.526607 9.552524 8.180988 11.814027 5.793389 5.624636 11.237839 11.523606 11.139471 11.627758 9.922137 9.745771 10.070118 7.181239 10.457710 2.614074 -1.473530 6.073497 9.479220 9.954439 10.565864 10.804181 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 & neck squamous cell carcinoma 67.5 1966 2 black or african american not hispanic or latino 1 3 NA NA 2 3 2 3 3 3 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 3.987945e-06 1.8726e-06 21.7647058823529 13.5294117647059 4.11764705882353 32.3529411764706 28.2352941176471 8.67286233 -1.03978487 9.86195629 0.54527650 4.86722437 10.31513552 2.28226187 4.63276260 9.18674740 15.79355883 7.20350952 7.66769418 8.01018400 -1.03978487 8.92467595 8.42794091 5.13025960 3.91453582 5.24573903 7.68825591 NA -1.03978487 6.50723013 9.92395376 11.68846827 4.16978874 10.62522683 10.74660476 10.67886806 NA 3.48389315 7.91880064 NA 14.54250656 8.36334720 9.30906338 11.79678008 7.28676474 4.13026372 12.90641901 -0.03963657 NA 14.15235823 9.56024799 -1.03978487 12.32856877 10.06844792 12.46490592 6.30018597 -1.03978487 NA 7.57135978 2.54530122 15.41292810 15.65903957 12.45827557 11.19993369 13.43916798 1.54527650 NA 4.79322483 10.97295969 9.14768727 11.39183279 10.24631533 2.10601324 19.48432872 20.06362170 9.88143230 NA 0.96036343 -0.03963657 11.83166292 NA 6.83685198 5.20826363 11.69696753 10.64814822 10.48781220 15.91228006 9.57412460 5.43606854 2.28226187 10.77090683 0.54527650 9.81052199 12.66115631 7.83377940 11.87845304 12.13041670 NA 8.31788695 11.55465979 7.29572578 NA -1.03978487 6.86120232 4.20825972 4.20825972 9.36760302 8.38240009 11.32938718 -0.03963657 -0.03963657 8.82452125 -0.03963657 10.66423873 9.81442433 13.05861404 12.50542032 9.13914944 10.80464862 NA 1.76769717 12.76869608 7.83069963 11.14086600 8.61138672 9.57596481 10.22747889 10.05639142 10.48878933 2.54530122 1.54527650 10.11325381 6.80582511 11.93761511 9.46018105 9.45918445 11.65947378 1.96032636 8.99863697 9.22243002 NA 11.65120618 -1.03978487 0.0000000 0.0000000 0.3035100 0.0167540 0.0167540 0.0797860 0.6467700 0.0174530 0.6442100 0.0685380 0.0685380 0.7554400 -0.6766100 -0.6721100 -0.6721100 0.3082600 0.0303600 3.3013000 0.0275470 0.0275470 0.0212320 0.0212320 0.2796900 -0.0247500 0.0134020 -0.5633200 0.0023093 -0.0385300 -0.0163810 -0.0163810 0.0061580 0.0000000 0.0000000 0.0000000 -0.6764300 -0.6764300 -0.6764300 -0.6764300 -0.3788300 -0.3788300 0.1525300 0.1525300 0.1456800 -0.5684900 -0.5684900 0.0061580 0.0797860 0.6442100 -0.1415000 0.0685380 -0.6721100 -0.6721100 -0.0662040 -0.0662040 -0.0730780 0.0303600 -0.6901200 -0.0108140 0.0212320 0.0212320 -0.5414500 0.5922500 0.2796900 -0.0020295 -0.0020295 -0.0247500 -0.0247500 -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 NA 6.68143380 10.67629712 12.05886080 11.93151945 10.92214655 10.86872781 3.28226187 12.21565885 5.08961679 NA 3.81831886 6.06885995 8.40120422 10.20410415 14.41370228 3.55846357 11.27151584 9.67801167 8.67301680 5.85515253 10.86872781 0.54527650 10.79401590 2.28226187 8.73883943 5.86722684 8.80425624 6.98613898 3.04780010 -0.03963657 7.19873969 5.79322483 9.27661670 8.12775346 8.27548482 7.50336702 0.54527650 5.98270387 NA 4.352653 12.834356 13.258526 12.460306 12.220226 8.676297 11.610265 12.578835 7.348353 10.836852 5.914531 10.328296 4.676504 12.661156 8.464161 11.307957 13.424206 9.798751 -1.039785 10.026424 10.46763428 12.00336246 10.38134806 -0.03963657 11.70537916 10.78011510 15.04335693 9.42488095 8.91598511 8.90724131 11.97208658 9.07747187 7.40741819 10.49512440 8.67458070 5.24573903 11.03347256 8.28226326 7.98824102 14.15235823 12.32856877 10.59831849 11.19993369 6.25495679 6.74823714 9.88143230 -1.03978487 0.54527650 9.35800981 8.50722974 11.87845304 12.13041670 11.16154019 11.55465979 11.46763428 8.87770714 4.63276260 5.71522347 8.81587318 7.15015955 9.64420708 6.79953937 4.35265261 10.66423873 11.60689388 10.80464862 12.66585958 10.37766030 9.19993363 8.52257761 7.41154658 10.25839773 0.54527650 NA 4.98270158 8.78027466 9.80504089 10.35586927 10.59877106 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 & neck squamous cell carcinoma 50 1957 1 white not hispanic or latino 3 1 NA NA 3 3 2 3 2 3 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 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 4 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 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 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 4 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 7 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 4 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 1.837923e-06 6.242002e-07 16.4383561643836 31.5068493150685 0 19.1780821917808 32.8767123287671 9.12460911 -0.50471417 10.41001137 2.30261151 3.44944252 10.50403130 7.89185720 6.81266508 8.71321018 16.27297015 7.25680405 7.94233562 8.02272955 NA 8.94026749 8.10443102 4.78065656 2.88756426 8.28641545 8.28478617 2.08021421 0.08024833 5.00304898 6.19569209 11.08934381 3.66517671 10.47396292 10.37368671 10.59755631 -1.50471417 3.25014301 9.60318883 -1.50471417 13.39465663 8.41113173 9.36561731 11.20799446 8.81379530 5.68507674 12.65370440 1.08024833 -0.50471417 13.30104675 9.05558532 0.81721392 11.61678604 7.18133317 11.67469514 8.25514049 -1.50471417 0.08024833 5.65512281 1.66516534 15.81170172 16.42952296 12.31732535 10.88998316 12.76598583 -1.50471417 NA 3.44944252 11.15680797 9.02955531 11.15167734 9.76203897 1.66516534 17.77622938 18.75077675 10.93196407 NA 2.40214913 2.81717298 11.95558042 0.08024833 7.79903354 6.69492475 11.23697226 10.48429213 10.48464700 15.26809541 9.56201436 5.01881664 4.44944912 11.01415148 0.08024833 10.32219812 12.22284968 8.32497527 11.10327627 12.05749492 NA 8.58138891 11.38399577 5.34074384 -1.50471417 1.30258227 7.12861098 5.18175456 7.31223587 9.62389136 10.70165639 10.43336187 6.62453522 -0.50471417 5.66517671 -1.50471417 10.79274199 8.63480379 13.07138252 12.31003522 9.17001867 11.06866302 NA 3.66517671 13.28814445 8.29776873 11.53502838 9.21891336 9.96655679 9.95053344 11.62131161 10.36446070 3.92151250 2.58272459 10.76291707 8.64880443 11.76686143 9.64118473 9.25846498 11.56570893 2.30261151 9.27681720 8.74555097 0.81721392 11.33011853 3.08021421 -0.0685510 -0.0685510 0.2205000 0.1270900 0.0093245 0.0479540 0.0479540 0.0065031 0.0065031 0.0158430 0.0158430 0.0158430 0.0994090 0.0994090 0.0994090 0.0994090 0.0013637 0.0013637 -0.0030705 -0.0030705 -0.0202980 -0.0202980 -0.0023783 -0.0070806 -0.0736320 -0.0736320 0.0682110 -0.0054173 -0.0090136 -0.0090136 -0.0041775 -0.0685510 -0.0685510 -0.0685510 -0.1343400 -0.1343400 -0.1343400 -0.1343400 0.0030291 0.0030291 0.0110980 0.0110980 0.1389200 0.0093245 0.0093245 0.0000000 0.0059295 0.0065031 0.0066422 0.0158430 0.0994090 0.0994090 -0.0138380 -0.0138380 -0.0138380 0.0013637 0.0013637 -0.0030705 -0.0202980 -0.0202980 -0.0068043 -0.0072187 -0.0023783 0.0367700 0.0367700 -0.0070806 -0.0070806 -0.1496700 -0.0072187 -0.0029321 -0.0030705 0.0067813 0.0067813 0.0041401 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.134 0.005 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 -0.134 0.005 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 NA 7.5008769 10.6723605 12.8050131 11.6726720 10.4040204 10.6893938 0.4952858 11.2652969 6.0344116 0.8172139 4.4952538 7.3281426 10.0712643 10.4333619 14.5269322 3.8961362 12.0873591 9.0679527 9.0407577 6.7667157 10.6893938 0.8172139 10.4406963 5.0188166 9.3076464 8.3042167 10.1690032 7.5249812 3.1391093 10.2362980 7.8681175 5.4952538 9.0402168 9.9521202 9.5774016 7.3090334 2.0802142 1.6651653 NA 7.4867747 11.6798179 11.2858026 12.2377725 12.1558056 8.7596951 11.3354403 11.2133572 9.1163887 10.7225676 7.4523549 10.8126652 4.3051826 12.2228497 10.8621211 10.4289432 12.7187723 9.6745396 0.4952858 9.6328842 10.98208754 12.00279941 11.71275590 1.95468023 11.54459058 10.42117774 14.64511809 9.43336177 8.74318001 8.78527132 11.34758693 8.98945808 8.27661205 10.42783639 8.76671540 8.28641545 11.19590895 8.87246312 9.39536447 13.30104675 11.61678604 10.32299214 10.88998316 5.19569406 7.99708970 10.93196407 2.30261151 0.49528583 9.23671958 8.87246312 11.10327627 12.05749492 11.03222815 11.38399577 11.20218016 9.56268681 0.08024833 NA 10.11669549 7.40421512 10.07598220 8.92675023 2.40214913 10.79274199 11.59722816 11.06866302 12.07951038 10.52108422 10.33051347 9.52384929 7.01488862 10.62002000 5.76203781 1.49523465 9.56537345 9.62873514 10.08677488 9.86484991 10.78527132 7.14271056 10.16103259 5.78987268 TCGA-CR-6493 69 1 282 NA head and neck stage iva t3 n2b NA male 2010 NA yes head & neck squamous cell carcinoma 15 1956 2 black or african american not hispanic or latino 1 6 NA NA 2 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 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 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 4 0 0 0 0 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 1.109689e-06 2.774223e-07 24.390243902439 14.6341463414634 2.4390243902439 29.2682926829268 29.2682926829268 7.9663393 NA 10.4489890 NA -0.3780068 10.9083123 3.9074483 3.3769293 8.4470022 15.8616699 6.5289338 8.2163680 7.7717905 NA 8.9959960 10.2381327 4.7919703 -1.3778193 11.4747680 8.5776932 0.2070182 NA 4.3499667 10.1616869 11.3802666 4.6220460 10.5704106 10.3672976 9.9557579 -1.3778193 1.2070182 8.0731101 NA 13.5531964 9.1631399 10.0972701 10.8204884 6.8508619 3.3224762 11.8390923 NA NA 14.2459249 8.3190109 NA 11.0760856 8.8608899 12.3910547 5.6554663 NA NA 3.7095112 0.6220870 15.9036740 15.6992756 12.4165557 11.1551297 12.5384827 NA NA 2.3224762 11.5509318 7.7944711 11.0475216 9.5964580 -1.3778193 18.8775872 18.9974466 8.9132141 NA 0.6220870 NA 13.8442345 NA 6.3085447 4.5527828 11.0096622 10.4009419 10.8186455 15.4740973 9.3752602 2.9439776 -0.3780068 10.2677018 -1.3778193 9.5416515 11.4434606 7.8019527 11.0747994 12.0302404 -1.3778193 8.3448507 11.1058592 2.3224762 NA NA 3.8858281 3.3769293 2.7919599 8.4485917 8.0250554 11.1416796 0.2070182 NA 3.0143553 -1.1268955 10.4529547 10.2748884 12.5629075 10.9163769 9.8917312 11.1248752 NA 4.6444101 12.9049870 7.4390272 11.2200959 8.6554663 9.6496591 10.0359198 6.9394558 10.8856060 1.4293749 0.9439588 9.6854384 8.6262639 10.9718775 9.7856931 8.5438844 12.7121558 2.2070182 9.2256511 9.2265967 NA 10.2027730 -0.3780068 0.00736090 0.00332990 -0.31158000 0.34372000 0.34372000 -0.17398000 -0.17398000 -0.00604290 -0.00604290 -0.78210000 0.66512000 0.69636000 0.33478000 0.34112000 0.00441200 0.01112100 0.01824300 0.74899000 0.01307400 -0.31961000 -0.01532200 0.00221930 0.01726400 -0.00225960 0.49130000 -0.73687000 0.32237000 0.27584000 0.00238830 0.01014600 0.01005500 0.00095104 0.00095104 -0.36056000 -0.75478000 -0.75478000 -0.75478000 -0.75478000 -0.01147300 -0.01147300 -0.74869000 -0.74490000 0.02966800 -0.36974000 -0.36974000 -0.42103000 -0.17398000 -0.02685100 -0.03504000 0.01279500 0.34112000 0.00441200 0.00000000 0.00000000 0.00000000 0.01824300 -0.78277000 -0.31961000 -0.35670000 -0.01532200 -0.76655000 0.02539000 0.01726400 -0.02137300 -0.02137300 -0.00225960 0.02160300 -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 NA 6.8168006 10.7622341 11.0242560 11.2247423 10.8861927 11.5440702 5.3499632 11.3270277 4.7717905 NA 2.2070182 4.3224834 10.5353068 10.5953820 13.2901527 4.0961522 11.4472009 8.8758909 9.0620197 4.5762379 11.5440702 0.9439588 10.9674486 2.2070182 9.1919085 6.1534243 8.7692484 6.9305186 1.2070182 NA 8.6975226 4.7095057 9.0763426 9.4691007 9.2154345 7.3155300 0.6220870 NA NA 7.336289 12.733261 13.402166 11.349538 11.658732 6.461247 10.870860 11.857010 7.928105 10.793533 3.576244 9.842422 4.394987 11.443461 9.794471 10.207475 13.027071 6.510786 3.666438 9.289155 10.7991514 12.0565413 8.3951824 NA 11.6181637 11.2582148 14.4010440 8.4422224 8.8888300 9.0346133 10.2712995 10.1211767 8.2695017 10.4565144 9.2882674 11.4747680 11.1387283 8.3550586 6.6773264 14.2459249 11.0760856 10.0362000 11.1551297 6.6220430 5.3362905 8.9132141 -1.3778193 NA 9.0483081 9.1766322 11.0747994 12.0302404 11.9309512 11.1058592 11.9565960 9.2695017 -1.3778193 -1.3778193 9.0200388 7.0341475 9.6609623 4.9258238 0.9439588 10.4529547 11.7603151 11.1248752 12.2053612 10.6447580 9.2284486 9.3719127 7.5138271 10.6657543 2.2070182 NA 3.9795955 8.1845149 10.0870995 9.7900886 11.7690892 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 & neck squamous cell carcinoma 150 1958 0 white not hispanic or latino 2 2 NA NA 3 2 3 2 3 3 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 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 4 0 0 0 4 0 0 0 4 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 7 0 0 0 0 0 4 0 1 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 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 4 0 0 0 0 0 6 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.31082e-05 4.057301e-06 6.95825049701789 17.8926441351889 10.1391650099404 43.7375745526839 21.272365805169 8.7962262 NA 10.6270784 NA 3.3532809 10.4829952 10.5988355 6.0444444 8.5298717 14.7105599 7.7711355 6.5627355 7.9704442 -0.2317521 8.8610776 7.4049448 5.5232075 5.9482294 3.2918835 8.7555843 -1.2317521 0.3533233 5.3532845 3.4121718 11.7475669 NA 9.9476074 10.6890453 10.5574464 -1.2317521 3.3532809 9.5374557 NA 12.6659767 8.5447535 10.1707995 12.0246764 8.0879926 4.5232106 12.8659410 2.6752062 -1.2317521 12.8587636 9.1115061 -1.2317521 12.1485108 8.8087332 11.9171146 6.5431076 -1.2317521 NA 3.2277565 0.3533233 13.0700308 13.1110159 12.2864595 10.0766593 13.1222252 -1.2317521 0.7683326 6.7795473 10.7609046 9.5996276 10.1042689 9.9874889 0.3533233 16.3507343 18.1495337 11.4189233 NA 2.2277411 0.7683326 12.4921945 NA 7.6479038 6.3532827 11.4069056 10.2420260 10.2845127 15.4530826 10.2470899 4.8127138 3.4121718 10.6582044 -1.2317521 9.9941302 13.1038391 10.4665909 9.8656940 12.4495587 NA 8.4442774 10.2982388 6.2761151 NA NA 5.1777105 6.2918816 5.8344104 9.5356772 9.6409952 10.1590267 2.5756754 0.3533233 3.0162467 NA 11.0073221 9.3645101 13.4474155 11.3988150 9.7069810 10.7228802 -0.2317521 2.7683114 13.1931427 8.1945850 10.8830387 10.0001414 10.7773546 10.7553569 10.1422730 11.3108686 4.8127138 2.0902437 8.5529553 8.3094168 12.5934779 10.3084484 9.1552605 11.7124833 2.9382481 9.4892230 9.0902485 NA 11.9805127 -1.2317521 0.00263570 0.00263570 0.45726000 0.00736090 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 0.36690000 -0.08549800 -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 0.01419000 -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 -0.49353000 -0.36940000 -0.00099013 0.00235810 0.21975000 -0.09379900 -0.09379900 -0.48796000 -0.00774820 -0.02603000 -0.46918000 -0.03122300 0.00069327 -0.08027500 -0.08027500 -0.08549800 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 NA 7.468760 10.628243 11.206592 12.554998 9.971056 10.638685 3.227756 10.102594 3.626299 1.090244 4.768322 8.449559 11.090248 10.163854 14.336484 2.861717 12.412740 8.673707 8.679847 6.125872 10.638685 -1.231752 10.566792 4.160638 9.207486 6.607524 10.235926 7.866300 4.855785 5.575675 7.053723 4.353281 8.156337 9.109283 9.354222 8.076660 3.353281 7.716688 0.7683326 5.9382458 12.3606605 15.6679062 12.7639991 12.6971162 9.9880939 11.3031095 12.3164197 8.2133351 11.7366271 7.0947502 11.5059901 3.5114048 13.1038391 8.9065921 10.9158432 12.3015661 10.9183849 -0.2317521 13.0041850 10.104827 12.240757 11.269411 NA 12.021281 9.876191 14.768958 9.408565 9.524043 9.107057 12.652682 9.348946 8.513154 10.220047 8.519864 3.291883 11.730313 8.904030 8.998341 12.858764 12.148511 10.833736 10.076659 5.426533 7.169199 11.418923 3.977774 NA 9.076659 9.500488 9.865694 12.449559 11.463331 10.298239 11.990511 10.123671 4.125874 NA 9.245755 8.373392 9.712300 8.749888 2.090244 11.007322 12.004484 10.722880 12.204641 10.244054 10.894702 8.896315 7.330563 9.201906 1.353267 NA 9.746316 7.811949 10.592086 10.901141 10.907872 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 & neck squamous cell carcinoma NA 1964 0 white not hispanic or latino 1 3 NA NA 4 1 4 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 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 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 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 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 7 0 7 0 0 7 0 0 0 4 0 0 0 0 4.646823e-06 1.5605e-06 13.1868131868132 58.2417582417582 4.3956043956044 9.89010989010989 14.2857142857143 8.8770961 -1.4058337 9.9959538 3.3488981 6.1638630 10.8750683 5.4268987 6.5826930 8.7399399 15.7797832 7.2270026 7.2909754 7.6654702 NA 9.3125406 8.0998191 4.6600958 0.1790014 2.2944590 8.3065348 0.9159415 -1.4058337 10.9207180 10.5169636 11.6325837 2.8419329 11.2805082 10.5299094 10.7835234 NA 4.1175704 8.6519587 NA 14.4337281 10.2557857 9.7161886 11.9067488 8.3538958 6.9906123 12.0366920 2.5939991 NA 14.0129802 9.1929906 NA 11.7869169 8.9800856 12.3301982 7.5008984 NA -0.4060248 4.6814718 0.9159415 14.7775037 15.5224719 12.2092108 10.7405763 13.6485696 NA NA 4.4013642 10.7258646 9.2041097 10.6969675 9.7551395 1.1790014 18.0616689 19.4624843 9.8028516 NA 0.9159415 -1.4058337 12.3638455 NA 9.9592365 6.9114208 11.8250863 10.3530635 9.8874793 16.4088717 9.6714910 4.2664343 4.1175704 10.2265485 -1.4058337 9.8625496 12.1805801 8.2288187 9.3916691 12.4016644 -1.4058337 8.4221443 10.6956551 7.6384019 NA NA 5.3488945 5.3884238 10.1037827 9.5705718 9.7373908 10.4960058 3.7232855 2.1789695 6.1638630 -0.4060248 10.7126243 8.2979113 13.0320847 11.8216236 7.5162350 10.7187752 NA 5.4394968 13.1661157 8.1097074 11.2568985 9.8065040 8.6366931 10.5534590 9.6946699 11.6503066 3.6383983 1.5940230 10.6031364 9.5438344 12.4339987 10.0712600 9.3039531 12.3695212 2.4013574 9.2430123 9.0317596 -1.4058337 10.6360090 1.1790014 0.1831800 0.1831800 0.5847600 0.2070700 0.2070700 -0.1375100 -0.1375100 0.5621100 -0.1473000 0.1859100 0.1859100 0.5603300 -0.1716600 -0.1507600 -0.1644300 0.8267300 0.1921300 0.1921300 0.1768300 0.2087500 0.2082900 0.2082900 0.1715600 0.1424100 0.8288800 -0.5076000 0.8105100 -0.0329530 -0.1736900 -0.5020100 -0.1962100 0.1831800 0.1831800 0.1831800 -0.5147200 -0.5147200 -0.5147200 -0.5147200 -0.2210500 -0.1321000 -0.1121700 -0.1121700 -0.1121700 -0.5100800 -0.5100800 -0.5100800 -0.1375100 -0.1473000 -0.1473000 0.1594000 -1.1093000 -0.1644300 -0.1625200 -0.1625200 -0.1625200 0.1600000 0.1921300 0.2087500 -0.5474400 -0.5155500 -0.4786700 0.2290500 0.1850000 0.1553600 0.1553600 0.1424100 0.1424100 -0.5774600 -0.2131300 -0.2131300 -0.5482400 0.0062919 0.0000000 0.0000000 -0.163 -0.163 0.192 0.192 0.209 0.209 0.208 0.229 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 -0.138 -0.138 0.562 -0.147 0.186 0.560 -0.151 -0.151 0.000 0.000 -0.163 -0.163 0.192 0.192 0.209 0.209 0.208 0.229 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 -0.138 -0.138 0.562 -0.147 0.186 0.560 -0.151 -0.151 0.000 0.000 2.5939991 6.5712870 10.9419058 11.1360722 11.7822874 10.0958448 11.2953141 8.8631344 11.0012754 7.6246748 NA NA 6.6219141 8.7576574 10.0364329 13.4867876 2.2028252 11.2998560 10.5794939 8.5728325 4.8228270 11.2953141 -0.4060248 10.8116625 2.9159415 7.7831895 7.6894047 9.4971363 7.7497367 4.6384041 0.1790014 7.8347991 2.9863199 9.3354745 10.1106926 8.9504597 6.7335591 2.5939991 1.1790014 NA 4.321928 12.002470 12.731628 11.611164 11.965376 9.680144 11.131954 12.167891 7.813176 11.128797 6.476651 10.526961 4.090980 12.180580 9.162914 10.446147 12.582135 8.464372 -1.405834 10.271287 11.3337883 12.1016784 10.8513955 -0.4060248 11.2121637 11.0618678 14.6064785 9.4895829 9.3924795 9.3859845 11.5158486 9.5113350 7.9405215 10.5887146 8.4918531 2.2944590 11.0301987 7.6163753 6.3884238 14.0129802 11.7869169 10.4693730 10.7405763 5.2805073 5.2805073 9.8028516 2.2944590 -1.4058337 8.4857915 8.8736182 9.3916691 12.4016644 10.7421664 10.6956551 12.0269409 10.2752461 NA 1.4013574 9.8662175 8.6048853 10.3761868 5.8419354 4.6163753 10.7126243 11.7810504 10.7187752 12.2217695 10.0477927 10.4141866 9.0150205 6.8131758 10.0968394 0.9159415 NA 3.7639320 8.0606143 9.3687948 9.7973556 10.8371817 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 & neck squamous cell carcinoma 45 1963 1 white not hispanic or latino 1 3 NA NA 2 3 4 3 3 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 4 0 0 0 0 0 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 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 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 4 0 0 0 0 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 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 4 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 5.132312e-06 1.664534e-06 21.608040201005 15.5778894472362 2.51256281407035 34.1708542713568 26.1306532663317 11.05361858 NA 10.32792590 4.98959318 6.87794665 11.08156239 7.28987227 7.07162861 9.35461194 15.11731250 7.60242199 7.33888521 7.94675659 -1.56490485 8.76479995 9.09589094 4.73878405 4.38920196 9.74391143 8.43218317 2.24235861 1.01998651 13.30796706 8.45181197 12.06116899 4.10742843 11.17752363 10.55394477 10.70354571 1.00791308 5.74788683 9.29998686 NA 13.21369685 9.37237755 9.57327548 11.84412940 9.10919599 7.96638490 11.59219267 3.29298783 -1.56490485 13.25528236 9.19072571 2.82731094 10.68085344 10.27075411 12.60633687 6.90260906 -1.56490485 -1.56490485 6.92685695 1.24232812 13.67951059 14.74659466 12.20917711 10.52478518 13.02477183 0.01991537 -1.56490485 6.26155150 10.36647992 8.79145563 10.69415840 10.12325401 1.50197409 17.49716051 18.45172356 11.44937293 NA 3.60492530 2.34190038 11.69827288 -1.56490485 8.70529889 8.74220433 11.87296897 11.15182312 10.05934216 15.91023836 9.69180213 5.03491558 5.21636173 10.10433168 0.01991537 9.87275567 11.82016907 9.64567500 11.35535655 12.68604219 0.43498844 8.33587043 11.82140509 7.35386667 0.75693788 0.01991537 6.97043495 7.20318843 8.19156018 9.09945091 10.90794833 10.89212801 5.16292299 7.16632279 6.21636368 -0.56490485 11.52329500 8.78040886 13.00485928 10.92560391 10.38426863 11.53204816 NA 6.99724611 13.12990562 7.90260906 11.27715754 9.36647981 10.75419880 10.72730514 9.03955682 11.44780279 5.78373165 1.75693788 8.84863170 8.85917011 12.03142639 9.96248063 8.67936749 12.18309166 2.01995094 9.63947095 8.67340837 0.75693788 10.96394606 2.43501512 0.5647200 0.0814660 0.0263730 0.2179100 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 0.4428300 0.0303100 -0.0073339 -0.0114730 -0.0321780 0.0486880 -0.3128400 -0.2706900 -0.2960300 -0.2804900 -0.2804900 -0.1287500 -0.1568200 -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 -0.1309600 -0.0189020 0.2202200 0.2288500 0.4556400 -0.2935500 0.3103300 -0.2858400 0.5035900 -0.0176660 -0.0180020 -0.0180020 0.0091705 0.0091705 0.3404700 -0.0398010 0.3336700 -0.1105100 0.1102300 0.1102300 0.1102300 -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 NA 7.4929956 10.2925960 10.9474973 11.3988029 10.9479910 11.4101351 1.0199865 10.7569318 9.6888512 -0.5649048 1.7569379 7.6853018 10.0414089 10.2567776 12.7687181 3.8878664 11.4589313 8.3069088 9.0270401 6.8143825 11.4101351 -0.5649048 11.5830035 4.2678953 8.6345167 8.9595453 9.3153525 8.0590497 6.1629250 6.7111287 8.3656820 4.5224638 9.6906224 10.4601433 9.0487931 6.4793971 2.7569379 3.7569272 -1.564905 6.176470 12.740567 13.194254 12.076378 11.778189 10.804328 10.052012 11.569109 8.690032 11.264726 7.642018 10.535337 4.009105 11.820169 9.933853 10.423688 12.319229 8.308448 2.958564 10.585386 10.399345 11.975374 10.483831 2.019951 11.959545 10.656289 14.402206 9.353121 9.372378 9.309217 12.081225 9.226118 7.745617 10.489947 7.997246 9.743911 11.843599 8.409418 9.934850 13.255282 10.680853 9.899549 10.524785 5.149247 7.417998 11.449373 2.522458 -1.564905 9.697686 9.312288 11.355357 12.686042 11.013140 11.821405 12.104221 10.125002 3.479399 NA 10.070454 8.308140 10.279317 9.332093 5.435005 11.523295 12.094665 11.532048 12.158878 10.142363 10.596765 9.501766 7.666225 10.193643 4.389202 1.756938 6.169713 8.694947 10.547117 10.696217 10.609617 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 & neck squamous cell carcinoma 57 1968 1 white not hispanic or latino 2 5 NA NA 3 4 3 3 3 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 4 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 4 0 0 0 6 5.964579e-06 2.011312e-06 14.8936170212766 51.063829787234 1.70212765957447 17.0212765957447 15.3191489361702 8.7618135 -1.7646406 10.5676304 0.5572875 2.2353288 10.5325170 9.4208091 6.7549503 8.6415193 15.5577441 7.2659816 8.1194848 8.1407010 -1.7646406 9.4152233 8.3951854 4.9767806 4.4052368 10.3920293 9.1873273 2.3227646 4.7899014 6.4152229 2.8791764 11.9187474 NA 10.4590142 10.7183741 11.2597613 0.8202402 4.0166746 9.6176463 NA 15.7143444 8.4374379 8.8970210 11.9730896 9.1308894 5.1056781 13.6020803 1.9357615 -0.7646406 14.0596514 9.9418101 1.4052300 13.1364639 7.2088967 12.9164427 7.8277714 -1.7646406 -0.1796781 6.8463391 3.0932897 15.5953636 15.7369214 12.5514500 10.1259584 13.6056269 2.7588788 -0.7646406 6.2010986 10.9487006 9.8008923 11.3858548 10.3568476 1.2189671 16.8594742 18.6743719 11.3277410 NA 1.2352982 1.9357615 11.9922874 NA 7.8773657 4.2576820 11.7866788 10.4217379 10.2197327 15.4994543 9.5527267 5.4447664 2.7588788 10.4195696 0.8202402 10.1129817 13.2973459 7.6988387 13.4586371 12.7045744 NA 8.9261851 11.6407216 4.2125927 NA NA 6.2239997 5.0932940 6.6741061 10.0305422 9.7105409 9.8403306 4.5390968 -1.7646406 6.4447681 NA 10.2507291 9.8103806 12.9163329 11.7773787 9.2042400 12.2612323 NA 4.9218124 12.7495351 9.5628669 10.9542751 10.9446134 10.7150287 10.4476646 11.7949302 10.4127337 4.3850582 0.2353594 11.8500240 8.8481826 12.4710292 10.2635656 9.7797957 11.1016272 1.5572385 10.0103277 8.7686439 -0.1796781 13.7264156 1.4052300 0.00000000 0.00000000 1.04360000 0.71848000 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 -0.00843850 -0.00539920 0.39629000 0.01293400 0.02553100 0.00000000 0.00000000 0.00000000 -0.65668000 -0.65668000 -0.65668000 -0.65668000 -0.00110870 -0.00110870 -0.00110870 -0.00110870 0.01223700 -0.56694000 -0.56694000 -0.57930000 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 -0.04942400 -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 NA 7.3412226 10.2604537 11.6662893 10.8291721 9.5757206 10.1701107 0.2353594 9.9174309 4.6615786 -0.7646406 2.8202811 7.8701255 10.2711442 10.7853394 15.0784501 2.6331057 12.5138362 10.7771368 8.7258042 6.8863660 10.1701107 -0.7646406 10.4647338 4.5021014 9.0402840 8.0618626 10.1627218 8.2198892 5.2465411 6.5796101 8.9893664 6.2851636 7.8259014 10.0925176 8.6978166 7.2324938 1.9357615 5.8863648 NA 5.782209 10.269769 12.124052 13.332194 11.719885 8.780279 10.564270 11.721521 8.549331 10.977834 7.372305 11.060074 4.630376 13.297346 8.332029 10.853700 11.396512 10.248637 2.557239 11.006184 10.2905966 11.9767811 11.6349926 -0.7646406 12.7191299 10.5385241 15.3593945 9.8970923 8.6998597 9.7578957 12.1210105 9.9723756 8.4689339 10.5018049 9.0034985 10.3920293 11.8029138 9.2032609 9.3678140 14.0596514 13.1364639 10.3929769 10.1259584 5.3645969 7.8863660 11.3277410 5.4152246 0.2353594 9.5617437 9.8877111 13.4586371 12.7045744 11.2781705 11.6407216 12.0320636 9.9704470 3.9357520 NA 10.0347779 8.3972524 9.6521116 8.8536997 3.8202811 10.2507291 11.9286922 12.2612323 11.8030326 10.6813635 10.2922905 8.7744728 6.5160845 10.3626637 2.5572385 NA 10.8694446 9.1010783 10.5207164 10.4505438 11.9147943 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 & neck squamous cell carcinoma 48 1960 3 white not hispanic or latino 1 7 NA NA 3 4 3 3 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115345e-06 6.242002e-07 19.7530864197531 22.2222222222222 3.7037037037037 22.2222222222222 32.0987654320988 9.41297137 NA 10.69205488 2.97870817 5.09900057 10.30337539 9.00685200 6.22332794 9.18306414 14.86820965 7.08813842 7.07719599 8.43099189 NA 9.08723024 9.57083764 4.74054445 5.14164532 11.38403216 9.28407359 1.77707248 1.45512334 9.92325854 10.26048454 11.71061494 -0.54477143 10.66093699 10.85468866 11.25260264 -0.54477143 4.15558734 9.47025214 NA 13.94480356 8.89912335 9.19635795 11.85107945 9.48374042 5.75892407 12.61784974 7.49406273 NA 13.61745638 9.10439983 1.62508342 12.11536253 5.70164608 12.37902827 8.25118319 -1.54498190 NA 5.54260785 0.45512334 14.19621380 14.24097368 12.50218242 10.47369165 13.24187280 NA 1.04012092 5.83018432 10.85868841 9.85762292 11.24854385 10.40424088 0.94058023 17.04260995 18.26044519 11.62350244 NA 1.04012092 0.45512334 12.15373989 NA 7.99430252 4.54260475 11.62586219 10.51887589 10.07490517 15.87860437 9.76689210 6.74516202 3.94699280 10.83045476 NA 9.96640220 12.75966902 9.20752442 12.47950428 12.05679847 0.04012092 8.40058745 11.30572126 7.02499889 NA 0.45512334 5.67460189 5.80387280 6.09900057 10.05784257 9.94849879 10.34654775 1.04012092 -1.54498190 8.92986377 -1.54498190 10.44027411 8.38588095 12.90532397 11.96070721 8.16276190 12.09459748 NA 4.66459661 12.73170437 8.91559947 10.81681343 8.50906951 10.55221461 10.54841273 8.79053422 10.28882444 4.66459661 -1.54498190 10.92732686 6.67431234 12.11647646 9.61690552 9.28882456 11.54823113 1.77707248 9.48373357 9.48374042 -0.54477143 11.80829056 1.62508342 -0.05442000 -0.08911000 0.52801000 0.52230000 0.52230000 0.01098200 0.01098200 0.01505800 0.02174400 -0.52020000 0.49320000 0.50030000 0.01698500 0.01126100 0.01908300 0.50082000 -0.00968060 3.65690000 -0.07334300 -0.05804700 2.13360000 -0.00180140 0.01293400 0.00055459 0.02258500 0.02258500 0.02258500 -0.09313900 0.00000000 0.00000000 -0.01161100 -0.06719000 -0.08911000 -0.11168000 -0.51414000 -0.51486000 -0.51486000 -0.51486000 -0.51702000 -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 -0.00968060 -0.51764000 -0.04373700 0.00499690 0.00124810 0.07498400 0.09072000 0.01293400 0.03481800 0.03481800 -1.03120000 -0.03204100 0.02876300 -0.00678130 -0.01777300 -0.51527000 -0.07173900 -0.09313900 -0.09313900 -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 -0.5447714 7.2848667 10.1284528 12.4529407 11.4238105 9.7271902 10.2616933 3.7405498 11.1887947 6.3680332 -1.5449819 3.3131297 6.7905336 10.0661685 10.2971012 14.7492259 3.6489141 12.0701985 7.0401067 8.3068305 6.3858814 10.2616933 0.4551233 10.8581557 4.5636707 9.0851195 7.1169220 10.5600701 7.9354091 5.5531762 -0.5447714 7.7882988 4.8980874 8.4223701 9.6181643 9.2705271 7.6548157 2.2624933 0.4551233 -1.5449819 7.0953886 11.9170068 11.9302387 12.3281071 11.5389554 9.5158396 10.8307262 12.1529801 8.7714254 11.0663991 6.5426063 11.3310850 4.8056433 12.7596690 8.7497645 10.7442981 11.9885404 11.2326045 -0.5447714 10.1681006 11.91956184 11.88885955 11.17837803 1.26249329 11.98359783 10.42884106 14.85019179 9.80829060 8.53862313 9.57213744 12.14797715 9.73937204 8.56758309 10.09312702 9.01738609 11.38403216 11.77509805 8.64620299 8.66946301 13.61745638 12.11536253 10.65051596 10.47369165 5.12756725 7.63505275 11.62350244 0.04012092 -1.54498190 9.67552204 9.03822655 12.47950428 12.05679847 11.35355619 11.30572126 12.08051011 9.23650338 3.62507173 -0.54477143 9.43912068 8.96085600 9.70780913 8.10080213 3.58442139 10.44027411 12.17538799 12.09459748 11.95461593 10.27731623 9.72134463 9.00107345 6.88977164 10.00781275 5.36203498 -0.54477143 9.41224571 8.13546818 10.60901238 10.05412673 10.73446415 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 & neck squamous cell carcinoma 112 1950 NA white not hispanic or latino 2 4 NA NA 3 2 3 2 3 3 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 1 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 4 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 4 4 0 0 5 4 0 0 0 0 0 0 4 0 4 0 6 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 4 0 0 4 4 0 0 0 4 0 4 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 4 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 1.491145e-05 5.721835e-06 7.66666666666667 25.1666666666667 11.5 39 16.6666666666667 9.3031693 9.1459859 10.4291433 -0.7804133 2.1265765 10.8887964 8.7363749 6.7115431 9.4125991 15.0036857 8.1796917 7.0010501 9.1651336 0.8046318 8.9985885 9.1318307 4.9611556 2.6119986 10.8018319 10.4658367 1.6791085 6.0141053 7.7761961 2.3896219 12.3847539 -0.1952856 10.9812411 10.7407996 11.1284578 2.1265765 7.6033942 9.1460006 NA 13.8264710 8.5606527 8.7344041 12.0095292 10.9255383 6.6501427 9.9882877 3.2196952 5.2857795 11.2065985 8.4533097 -1.7804133 13.2409302 7.7935454 12.4501607 6.8956468 0.5416140 -0.1952856 4.9745752 1.8046318 14.0900284 14.0282469 12.3115186 10.2651083 13.1919518 2.0270479 5.0776703 5.0900531 12.1092889 10.8572204 11.9261859 10.7107914 -1.3580841 16.2995861 17.0865130 10.1265805 0.2197106 2.6119986 4.4864763 12.2766662 3.0776703 7.8779013 4.1504297 11.4237505 10.7060221 9.2232077 14.9543863 9.8934406 7.9390784 4.1738870 10.9693499 2.0270479 10.3360338 14.1559828 9.9446301 11.6329212 11.7367441 1.3896219 8.9313569 11.1890764 8.3770370 NA -1.7804133 7.4556083 5.0525811 6.5816329 11.6993439 10.6498811 9.8440284 6.2420575 -1.7804133 3.4676186 -0.7804133 10.4631614 9.7339108 12.1666875 11.9369379 9.6117120 9.4045653 4.4485112 3.8921190 12.6686450 8.0636108 10.5145978 9.2891396 9.9899862 10.5463357 8.2112118 10.2934967 5.7665846 1.8046318 10.8510944 9.0141059 12.4820050 10.8642222 8.2489774 11.2212740 3.0776703 9.2371665 9.6811694 NA 10.2746334 1.0270125 0.715470 1.989500 3.656900 0.000000 0.000000 -0.057385 0.987720 0.274750 0.293900 1.001300 1.001300 0.591420 0.206560 0.206560 1.017200 0.842380 0.340980 0.340980 -0.052531 -0.077748 0.110040 0.210240 0.126380 0.309370 1.650000 1.383700 0.745180 -0.209080 -0.584020 -0.544620 0.323660 0.768110 0.768110 -0.123820 0.353000 -0.520550 -0.516300 -0.516300 -0.609700 -0.536830 -0.500790 -0.500790 -0.551260 -0.526140 -0.526140 -0.619760 2.207600 0.293900 0.234760 1.001300 0.179780 0.067661 -0.549450 -0.549450 -0.549450 0.361820 -0.546530 -0.125120 0.181770 0.110040 -1.292900 0.957340 0.128740 -0.551160 -0.551160 0.309370 0.309370 -0.857780 0.179960 0.211460 -0.542190 0.260710 0.246510 -0.205970 -0.549 -0.549 0.341 0.341 0.000 0.000 0.110 0.990 0.000 0.315 -0.236 0.309 0.309 1.384 0.595 -0.512 -0.446 -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 0.341 0.341 0.000 0.000 0.110 0.990 0.000 0.315 -0.236 0.309 0.309 1.384 0.595 -0.512 -0.446 -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 NA 7.2196903 10.2037522 11.6005568 11.6375424 9.5171794 10.5849187 0.8046318 9.8563146 7.1023327 0.8046318 4.9745752 7.6584814 11.2579230 10.4984297 12.1967909 2.6324776 10.7740389 8.5717333 8.7557428 6.0141053 10.5849187 0.5416140 10.8901249 3.4676186 7.5060862 7.6459545 10.4658367 9.2329427 4.6791197 11.5854655 8.3857774 7.1295829 8.2069538 9.8662486 9.0051423 7.3229773 3.6459552 3.0270479 -1.780413 9.537102 11.481344 11.729314 11.159636 11.628285 9.808405 12.341223 11.887134 9.173886 10.868047 8.616295 10.917960 5.319827 14.155983 10.749364 11.772479 12.548140 13.369000 3.173879 11.740309 11.5089884 12.3617172 8.3137678 0.5416140 11.6323921 10.9360807 14.0075410 9.8158796 9.8526851 9.5947294 12.0956312 10.1569349 7.1235721 10.2344078 10.2354534 10.8018319 11.8145976 9.8041827 8.3164051 11.2065985 13.2409302 10.9131769 10.2651083 5.5506083 6.4864763 10.1265805 6.0525789 -1.7804133 9.9565145 11.4616731 11.6329212 11.7367441 10.4058041 11.1890764 12.2073092 9.5706291 0.5416140 -0.7804133 8.6054662 8.6883140 10.5308706 7.6033942 5.1738870 10.4631614 11.8091070 9.4045653 10.7469226 9.6028542 10.0270448 9.0238209 8.2097940 10.1194244 -0.7804133 1.0270125 6.7471672 8.8143505 10.0954392 10.7316896 10.7245089 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 & neck squamous cell carcinoma 60 1979 1 white not hispanic or latino 2 4 NA NA 3 2 3 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 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 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 5 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 1 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 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 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 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 8.600091e-06 2.912934e-06 9.76331360946746 37.5739644970414 9.46745562130178 26.3313609467456 16.8639053254438 10.06155265 3.59586166 11.07564654 2.20882936 3.31575460 10.49602277 8.70930201 7.08205108 8.49139697 15.64776490 8.47274444 6.77986641 9.24141883 -1.49167277 8.58254471 10.01073803 5.30281985 5.16661503 5.47418616 9.73902430 2.83033646 5.82128673 6.16661503 5.78452754 11.99599226 1.50842865 10.83004968 10.80531963 10.64955259 -0.49167277 4.81218501 9.09120395 6.35389313 12.47148011 9.62993686 9.58120586 11.99310044 8.94719537 8.55689034 11.78786890 5.50840330 2.31576909 12.52120252 8.43766178 0.09342496 11.02311747 8.97068084 12.07314833 8.02607300 -0.49167277 -1.49167277 3.96783261 NA 14.22074151 14.94317349 12.34218298 10.54217049 13.25144958 0.09342496 -0.49167277 6.90072072 10.93125660 9.52938331 11.34721341 10.11341987 2.78638726 16.62558484 17.32957946 12.07148050 4.67833112 3.26328986 3.59586166 10.42726664 -1.49167277 8.62214555 6.10085994 11.77001796 10.49815272 10.05963094 15.47430040 9.81104228 7.05143519 4.41529220 10.47814964 -0.49167277 11.15451207 12.27520972 9.85934252 11.52573382 11.79799007 2.20882936 8.61300226 11.67801528 8.32378662 -1.49167277 NA 5.97861437 6.13775966 7.43024429 10.28976313 10.33017742 10.41190868 8.33177059 -1.49167277 8.30930308 NA 11.25806336 8.71052716 12.82941544 11.93493024 9.50609808 11.18964180 2.50840330 5.71785735 13.17828499 9.34681953 11.27120067 9.37181541 10.84493506 10.31189280 9.75038659 10.83033147 5.41529558 2.67831985 10.67488034 8.78801386 12.31041482 10.34996774 8.23802395 11.47148008 3.71785735 8.67044204 9.02902213 0.50842865 10.98944595 2.83033646 0.0277780 -0.3213500 1.0644000 -0.0389060 -0.0035716 -0.3660100 0.0280600 0.0147490 0.0147490 0.0370760 0.0370760 0.0370760 0.3056900 0.3056900 0.3104900 -0.0146410 0.0049969 3.3972000 0.0140510 0.0140510 0.0129040 -0.0019399 0.0043021 -0.0131270 0.0780060 0.0780060 0.0175440 -0.2177500 -0.3326000 -0.3190200 -0.0071958 0.0277780 -0.7045100 -0.3213500 -0.3587400 -0.3587400 -0.3688100 -0.3688100 -0.3531600 -0.3531600 -0.3025100 -0.3025100 -0.3025100 -0.3362900 -0.3362900 -0.3362900 -0.3764000 0.0147490 0.0147490 -0.0937990 0.3104900 0.0162860 -0.2777400 0.0397610 0.0397610 0.0049969 -0.2529800 0.0140510 -0.3618100 0.0323290 0.0023581 -0.0128510 0.0043021 -0.0209610 -0.0209610 -0.4027400 -0.0131270 0.0780060 -0.3740300 -0.0515860 -0.2589000 0.2012100 0.1585300 -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 -1.491673 7.727572 10.977536 11.477610 12.041490 10.006754 10.593212 5.803023 10.507699 6.756331 3.717857 5.775190 7.703160 10.357418 10.312534 12.912747 2.605162 11.851173 9.901257 8.970906 7.331771 10.593212 1.315740 10.524864 4.717857 7.856114 9.078259 10.180829 8.199362 4.865953 12.622634 8.502743 5.194903 8.969883 10.532158 9.147744 7.996244 3.637691 9.604242 0.8303365 6.0397854 11.4892570 11.4723741 12.6558468 11.9952384 10.3737501 10.9058106 11.7175521 8.6363977 11.2243654 9.2987520 11.2827786 4.7007948 12.2752097 9.5404491 10.7912023 12.4402111 12.3332627 1.6783424 10.4716608 11.49424533 12.01718858 10.89534368 1.31574011 11.55910234 10.35819942 14.18364321 9.40549252 9.36716157 9.58053596 11.92348493 9.74290947 7.57179814 10.04804691 9.00025639 5.47418616 11.16549852 9.13319874 10.13182764 12.52120252 11.02311747 10.11850547 10.54217049 5.03196415 8.61300226 12.07148050 1.50842865 -1.49167277 9.03685743 10.81617344 11.52573382 11.79799007 10.64859415 11.67801528 11.92414518 9.57785327 1.83033646 0.09342496 9.84357046 9.54869304 10.18744363 8.63510791 4.98413815 11.25806336 11.98451672 11.18964180 11.41848392 10.01867312 10.57919524 9.50558293 7.70069633 9.30525419 4.96783722 -1.06945188 9.73300803 8.89215086 9.77928271 10.15406189 11.09782047 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 2 NA NA 2 1 4 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 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 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.387111e-06 4.508112e-07 34.5454545454545 14.5454545454545 5.45454545454545 23.6363636363636 21.8181818181818 8.3179511 NA 9.6833382 2.3734812 6.1722255 10.5143127 7.3995454 5.7073840 8.9100541 14.8747397 7.2843753 6.6954107 8.7014097 NA 8.9930915 9.2662787 5.4467326 4.2147854 9.0269253 8.1149500 2.5958855 1.7885187 8.6292983 7.1548424 11.9355664 2.3734812 10.6991632 11.0287156 10.7416257 NA 4.3120843 9.0062360 NA 13.1807708 10.0576471 9.5698064 11.7088733 9.5958755 6.0364484 11.4460622 2.6954148 NA 13.1704689 8.9087583 -0.2113978 10.4693196 8.0154624 12.4690998 7.8599826 -0.2113978 -0.2113978 6.2883659 3.1104468 13.4354138 13.6497485 12.0884440 10.2943321 13.2301030 -1.2115649 NA 6.5232295 12.2684270 9.5804973 11.1180366 9.7021580 -1.2115649 18.4399471 19.1167856 10.4332781 2.2479579 2.8759766 1.5958855 12.6452378 NA 9.6055041 6.2883659 11.3650922 9.7244221 9.8660038 15.7758082 9.3976992 6.5164407 3.9584437 11.2061093 -1.2115649 10.7579070 12.5574130 6.5829368 10.7934432 12.1889997 -1.2115649 8.3081565 11.1835190 7.0877280 NA NA 5.4468749 6.7427163 7.1239114 9.4422612 9.7096175 10.6094972 2.4889520 NA 6.9832775 -1.2115649 10.9149023 8.6742170 12.9189302 11.8773087 9.6057440 10.1014035 NA 5.5434093 13.3477183 8.0945823 10.7665158 8.9746348 10.2491197 10.6573392 9.9331787 11.2808744 5.7772040 1.5958855 8.3995454 9.1014035 11.5061969 10.1098850 9.0634808 12.3332435 1.3735090 9.3375349 9.1272569 NA 11.7512358 2.9584530 0.2709600 0.0000000 0.3433900 -0.1732200 -0.1732200 0.0570830 0.0570830 0.0902850 0.0902850 -0.3689500 3.6569000 0.3779200 -0.2500700 -0.2500700 3.4110000 -0.2564900 0.0061018 0.1308100 0.2931000 -0.0448840 0.3195000 0.5822000 0.0493980 0.0834870 0.2810500 0.2810500 0.3206000 -0.0063245 -0.2262500 -0.2262500 -0.2262500 0.0183830 0.0183830 -0.0391220 -0.2311500 -0.2311500 -0.2311500 -0.2311500 -0.1809300 -0.1809300 -0.1809300 -0.1809300 -0.1809300 -0.1732200 -0.1732200 -0.1732200 0.0301340 0.0902850 0.0902850 -0.3578300 -0.2500700 -0.2418000 -0.1193900 -0.1193900 -0.1193900 0.0061018 0.1308100 -0.0441440 -0.2420400 -0.3760600 0.2889700 0.2889700 0.0493980 0.1766400 0.1766400 0.0834870 0.0834870 -0.2239200 -0.0940640 -0.0940640 -0.0430590 0.5645400 0.0034493 -0.0063245 -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 0.057 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 -0.369 0.009 -0.242 -0.242 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 0.057 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 -0.369 0.009 -0.242 -0.242 0.000 0.000 1.9584344 8.1743829 11.2105853 12.0501747 12.0795473 10.5492404 10.6600407 8.6496076 10.8696710 7.5764231 -1.2115649 2.3734812 7.0785394 10.2723363 10.2677955 12.6723093 3.5614606 11.4221969 9.2823759 8.6302420 5.7310339 10.6600407 1.5958855 10.9022626 4.5698799 8.0839909 7.7686601 10.6312637 6.4350435 5.5027666 0.7885187 11.2455345 1.9584344 9.6908956 9.2933394 8.9930915 6.4680000 3.9979698 8.0922555 NA 4.997974 11.184055 11.777377 11.566598 11.596479 10.236637 12.027671 11.332277 7.748522 11.101970 7.185125 10.385642 4.050423 12.557413 9.601500 10.136142 12.685526 9.111575 3.036451 9.668104 10.6461128 12.0991333 11.6897645 NA 11.3027414 10.5057685 14.6342795 10.1328164 9.1471716 9.0185410 11.9674965 8.7040264 7.6150690 9.7477981 8.5164411 9.0269253 11.1457975 8.2231488 7.7857003 13.1704689 10.4693196 10.0733445 10.2943321 5.5698799 5.7997479 10.4332781 1.7885187 -1.2115649 9.0269253 9.0888730 10.7934432 12.1889997 10.2168807 11.1835190 10.8599828 9.9427057 1.1104301 1.7885187 9.7178085 7.9808131 10.3208765 6.3042208 3.8759864 10.9149023 11.9875793 10.1014035 11.3375832 10.0257305 10.3976992 9.5181413 6.4105718 10.4876591 3.1104468 -0.2113978 3.0364506 7.7958280 10.0611503 10.4449454 10.3407092 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 & neck squamous cell carcinoma 90 1954 1 white not hispanic or latino 4 3 NA NA 1 3 2 3 3 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 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.155679e-06 1.491145e-06 25.1851851851852 43.7037037037037 2.96296296296296 18.5185185185185 9.62962962962963 9.6694596 NA 10.6360316 -1.4227525 0.1623390 11.0038902 2.0367846 5.6107857 8.5660479 16.2435180 6.7472880 6.5431479 7.8252908 NA 9.2890303 9.7021308 4.7868159 2.1623390 9.3018773 8.6832719 2.7472800 -1.4227525 3.4353486 4.0692124 11.5224413 4.5315624 10.3782632 10.7201086 9.6976011 0.5773442 3.4353486 9.2744178 NA 14.2910183 10.2012448 9.3496780 10.9102390 7.9194378 4.4353419 11.7433694 0.8992530 NA 14.3467880 8.6988967 0.1623390 10.2881697 5.5249131 11.7259988 7.3188302 NA NA 2.8992917 -1.4227525 15.8292155 16.8820502 12.5412077 11.3780610 13.0839808 NA -1.4227525 3.8252870 10.5062517 9.1500636 10.7693479 9.4039119 1.8992917 18.1034499 19.3600241 11.7021309 NA 0.1623390 NA 11.0408877 NA 7.4812448 6.9436858 11.4320467 10.2533203 11.0041522 15.7044710 10.0388427 3.1623228 1.3847130 11.2017019 0.1623390 9.1529026 11.9749551 8.9846312 11.1564435 11.8004600 NA 8.6011178 11.5483679 5.2212198 NA 3.1623228 7.4328550 3.9349127 5.4228519 8.7941091 10.4527287 11.3349617 1.1623390 NA 5.2778025 -1.4227525 10.3343365 9.0285744 12.8076840 11.1109364 9.8812240 11.3517386 NA 5.6858869 13.5122520 7.4872564 11.4851929 8.3895406 9.3489023 10.0060637 8.5885906 11.5380893 3.1623228 0.8992530 10.6763758 7.9216595 12.1686519 10.3052837 8.4615339 13.1988429 1.3847130 9.5741333 8.6687988 -1.4227525 9.3766448 -0.4225591 0.000000 0.013353 -0.195370 0.036229 0.036229 -0.158600 -0.158600 0.117560 0.062152 -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 0.027497 -0.165360 -0.165360 0.100890 -0.061017 -0.500580 0.036109 0.036109 0.000000 0.013353 -0.512800 -0.195370 -0.195370 -0.195370 -0.195370 -0.226870 -0.226870 -0.226870 -0.226870 -0.226870 0.036229 0.036229 0.036229 -0.164050 0.062152 0.062152 -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 0.027497 0.036370 -0.743940 -0.210070 -0.210070 -0.208580 -0.084793 -0.084793 -0.068672 -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 NA 5.397543 11.189771 10.964573 11.183074 10.727428 11.185618 -1.422752 11.242477 4.862764 -1.422752 0.162339 7.714355 10.767497 10.499576 13.702817 4.439071 11.799252 8.803776 8.725102 7.040888 11.185618 1.162339 10.400731 4.934917 8.776950 9.611475 10.089116 8.688538 2.162339 1.384713 8.022378 3.621759 8.444642 11.729807 9.886840 6.621757 0.162339 2.664824 NA 8.499204 12.268234 12.306235 10.164672 11.073218 7.806182 10.817857 11.967667 10.368933 10.833572 7.704068 10.710827 3.888071 11.974955 9.517677 10.156679 12.992746 5.654178 4.305285 9.700191 10.8106834 12.2108127 9.6956555 0.5773442 10.9989022 10.5836894 14.8700617 8.8061819 9.3554405 8.4947352 10.9450511 8.8428142 6.9436858 10.6531767 9.1067938 9.3018773 11.1021499 9.2148939 9.3863275 14.3467880 10.2881697 10.4876312 11.3780610 6.5546426 7.9238771 11.7021309 1.8992917 -1.4227525 9.3472012 9.1028841 11.1564435 11.8004600 11.6284023 11.5483679 11.8818573 10.1613863 -1.4227525 0.8992530 10.2267273 8.3764345 10.4653455 7.9524029 6.1319516 10.3343365 11.7802524 11.3517386 11.4975300 10.1476934 10.5688852 10.5720703 7.8673819 9.8264768 3.7472907 -1.4227525 4.8811458 8.9904200 10.1285909 10.0031038 11.7805583 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 & neck squamous cell carcinoma 45 1964 NA white not hispanic or latino 2 4 NA NA 3 2 1 2 3 3 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 4 0 0 4 0 0 0 5 5 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 0 1 0 0 0 0 0 1 0 0 0 7 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 4 0 0 0 0 4 0 0 0 5 0 0 0 4 0 0 0 6 0 0 6 4 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 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 5 0 0 0 0 0 6 0 0 0 0 1.075011e-05 3.086323e-06 6.87960687960688 37.8378378378378 6.38820638820639 32.6781326781327 16.2162162162162 9.1159683 1.4855814 11.9939318 1.0001443 2.2631847 10.6943280 7.3148406 7.6265837 8.8443794 15.5291843 8.0136063 7.1978526 9.3175569 -1.3219281 10.0357682 9.1790581 5.7315444 5.8074992 3.6324078 10.5907313 2.5851068 5.5730351 0.6782522 3.9261418 10.0543415 -0.3217478 11.1042188 10.9575366 10.5955882 2.1376347 4.2929290 9.5506294 2.4855814 12.2941906 8.8840093 9.3897025 12.5483882 9.0012708 8.0467224 11.4877834 6.6030284 2.1376347 11.7193620 8.7267032 2.0001443 10.2222147 8.0542548 11.8086259 7.6177951 2.0001443 -0.3217478 3.3220724 1.6782072 15.3323897 15.0646316 12.3618688 9.2308853 13.5287449 -1.3219281 1.4855814 6.4983945 11.2966017 10.7596996 11.7811761 10.6904916 1.0001443 15.6918224 16.7921160 12.3076867 -1.3219281 2.1376347 3.3786503 11.3984604 NA 8.2873947 4.1376511 12.2839908 10.5099193 10.4360228 15.6001268 9.9711130 7.8531417 2.5851068 10.4620330 2.1376347 9.6971118 13.4496561 9.1860107 11.1018574 11.0673097 2.4855814 8.7775640 11.3191389 7.8705090 NA NA 7.5329598 6.7656793 6.5669597 10.9213901 10.4883862 10.2265565 7.6440005 2.2631847 8.1396956 NA 10.3238746 8.9705379 12.4962990 11.5303555 9.9878516 9.1437827 4.0357647 4.9636175 12.6159578 9.2984361 11.1196042 10.8556357 10.1784606 9.2287129 7.7389124 10.6743365 5.0001443 2.4855814 8.5699999 9.6418348 12.1307148 10.6761013 9.2556449 11.1800534 5.1044792 9.2862768 9.4322686 -0.3217478 10.2380713 2.4855814 0.0470200 0.5878000 2.7671000 -0.3608800 0.0202380 0.0254250 0.0254250 0.0554080 -0.4520900 1.4462000 -0.4830000 0.1096800 -0.5031500 -0.5031500 -0.5031500 -0.5031500 -0.1006200 0.0131090 0.0501440 0.0501440 0.3860500 -0.1452500 0.4181900 0.0284560 -0.4744500 0.1458100 0.0735820 -0.2324800 -0.5468100 -0.5044000 0.0758830 0.0470200 0.0470200 -0.5299900 -0.0020438 -0.0020438 -0.5199700 -0.5199700 -0.5679600 -0.5679600 -0.5679600 -0.5679600 -0.5618400 0.0299230 0.0000000 -0.5067800 0.0254250 -0.4520900 -0.4520900 -0.5294800 -0.5031500 -0.5031500 -0.0191430 -0.4782600 -0.5587000 -0.6187000 0.0131090 -0.0003319 -0.5629400 -0.5629400 0.0968520 0.0443260 0.0480130 -0.4312400 0.1389800 0.0344300 -0.5236600 -0.5459400 -0.5636300 -0.5439900 -0.5307000 -0.2302800 -0.2302800 -0.2324800 0.000 0.000 -0.101 -0.101 0.000 0.000 -0.145 0.000 0.000 -0.351 0.102 0.000 0.000 -0.474 -0.474 0.000 0.000 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12.6665352 12.6459828 -0.3217478 12.3707227 10.4955996 11.9282184 11.3431079 2.7656833 11.7318027 10.7304446 13.7805188 11.1773146 10.1534430 9.5828508 12.0409819 10.2039522 7.6059943 10.6008006 9.7913072 3.6324078 11.3603329 9.3638411 11.0594887 11.7193620 10.2222147 10.6608533 9.2308853 4.4595759 9.6287721 12.3076867 6.5485815 0.2631546 9.5126871 11.7746019 11.1018574 11.0673097 10.2650560 11.3191389 11.9397235 9.6824367 7.4919974 7.9403112 9.9528739 8.9752814 10.3825522 9.9064337 4.5361959 10.3238746 11.9049294 9.1437827 11.7394186 9.9034237 11.3016405 9.7368844 7.4464002 9.7939102 6.0445384 4.9819987 6.7971570 8.8976510 10.0040838 10.3020977 11.1010694 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 & neck squamous cell carcinoma 54 1943 1 white not hispanic or latino 3 1 NA NA 4 1 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.00000000 0.00000000 -0.00470790 -0.00470790 0.00166420 0.00166420 -0.15464000 0.24348000 0.30282000 0.00180300 -0.19249000 1.19700000 0.07124800 0.00027728 -0.00072333 0.00152550 0.00018050 -0.00581400 -0.00581400 0.00255680 0.00319100 -0.00083160 -0.00083160 -0.00083160 0.01042400 0.00180300 0.00180300 0.00180300 -0.00124730 -0.00124730 -0.00124730 -0.02698800 -0.02698800 -0.02698800 -0.02698800 0.00625980 -0.00432900 -0.00432900 -0.00432900 -0.00432900 0.00000000 0.00000000 0.00000000 0.01586600 0.00166420 0.00166420 -0.15464000 -0.19249000 -0.30909000 -0.00063000 -0.00063000 -0.00063000 0.00027728 -0.00072333 0.00018050 -0.00581400 -0.00581400 0.00069327 0.00069327 0.00194180 0.00555290 0.00555290 0.00319100 0.00319100 -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 2.387418 7.229762 10.484456 12.464811 11.414281 10.339061 9.900152 7.544758 10.516050 9.647743 -1.612637 2.910982 7.813676 10.917086 10.221883 13.171382 2.999766 11.512341 8.022222 8.774050 8.180202 9.900152 -1.612637 11.147300 5.387411 8.084031 10.173273 9.597468 8.420146 5.031267 7.098218 9.887736 3.194765 8.993817 11.894091 8.772195 6.891237 3.910972 6.207590 -0.6126375 8.4440491 11.2731079 11.5485403 11.0265261 11.1358141 11.7240576 10.3475692 11.6341522 10.0416000 11.1091196 8.5128250 10.6026412 3.7064532 11.7710376 10.3782247 10.9077847 12.4528395 8.0039603 1.8468343 10.1326658 11.02494211 11.92487269 12.04807608 3.34160155 11.86073682 10.50343063 14.61639897 9.40977935 8.62103132 9.37964175 11.95572404 8.95532007 7.91097365 10.16507783 8.11873088 4.40977787 11.19033182 8.60779005 10.47122334 13.40291377 11.33230665 10.59869152 9.55608372 5.38741080 8.37325364 13.38657482 1.84683427 -1.61263746 9.75864380 10.75755411 11.61292032 13.07440447 10.92560050 11.68833608 11.50926883 9.77381308 -0.02767496 3.14229906 10.10712120 9.15882677 11.63162676 8.46021423 6.38176442 11.29617948 11.59213557 11.07915514 11.37627378 10.27577428 10.10594451 11.00258144 6.99474150 9.81577170 3.77973249 0.38736254 7.11192541 10.13511785 9.78722348 10.35175243 11.01722356 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 & neck squamous cell carcinoma 80 1968 3 white not hispanic or latino 3 1 NA NA 4 1 4 1 1 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 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 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 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9.2890450 11.2541123 12.3982363 11.5881890 11.2474802 11.8282126 9.4333580 1.0706641 5.0403095 9.5667718 8.7664918 11.8120102 8.2637983 4.8780386 11.4585215 11.3456441 11.2093821 12.1668497 10.2748472 9.8233430 10.4744058 6.5464176 10.1844259 6.3865885 2.0706984 6.9410488 9.5603376 10.1027294 9.9472006 10.6860068 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 & neck squamous cell carcinoma 0.71 NA 2 white not hispanic or latino 2 6 NA NA 1 1 4 1 1 1 0 0 0 0 0 0 4 0 0 5 0 5 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 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 1 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 4 0 5 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 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 0 4 0 0 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 7 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 3.849234e-06 1.907278e-06 26.9461077844311 17.3652694610778 3.59281437125748 26.9461077844311 25.1497005988024 10.8111068 NA 10.3371935 3.8069220 4.1370772 10.5156655 3.8069220 5.0351972 8.7517850 15.1212508 7.8773160 7.3711302 8.3953199 NA 9.8469422 8.9303089 4.4325319 3.0699599 6.9208173 9.2360642 3.3214952 1.4850146 11.9629012 8.2379762 11.5205830 1.8475560 10.6695196 10.4663618 10.8500710 -1.3222888 5.1039088 8.5540378 5.3069986 11.9798540 10.0986563 9.9632191 11.3304885 8.6606370 6.9537681 11.8175145 4.7437304 NA 13.0063184 8.1794807 -1.3222888 11.8159153 10.2020432 11.7497761 5.7329258 -0.3222888 NA 5.2626060 0.9995671 14.2267305 14.3224895 12.4829974 10.0213844 13.4994175 1.2626136 -1.3222888 4.5845356 11.9466240 9.6455902 11.0318928 9.0096800 1.4850146 17.8622065 18.9787612 11.2346284 8.1513494 2.6776435 -0.3222888 11.7946372 3.0699599 8.7369880 8.2756962 11.0066549 10.5317326 10.5231335 15.6020269 9.3806818 6.9950559 5.7000124 10.9636236 2.6776435 9.9178385 11.6174027 8.9052594 11.4544877 12.1974026 2.6776435 8.5293927 10.8733233 8.4639130 NA NA 6.3447557 6.0785223 6.5663875 9.5709450 9.5160595 11.1153956 1.2626136 5.1205883 2.1370772 NA 10.6818639 8.5010107 13.0241572 11.2510540 9.3290271 10.5841584 -0.3222888 5.2626060 13.1484930 8.1634726 11.0933853 9.1226582 9.9539540 10.3746110 10.7551268 11.9879723 4.2923548 1.8475560 10.3412016 8.3268995 12.8615114 9.3322796 8.6677474 12.0234645 1.9995671 9.1068409 9.1962967 1.8475560 11.0553963 -0.3222888 0.0000000 -0.0065050 0.3507200 0.2445100 0.2412400 -0.0683380 -0.0683380 0.6788200 -0.0339500 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 0.2482500 0.0325820 0.0881130 0.1277100 0.0894160 0.0000000 0.0000000 -0.0234640 -0.1720200 -0.1720200 -0.1720200 -0.1720200 -0.4748000 -0.0045695 -0.0045695 -0.0045695 -0.0187980 -0.2835800 -0.2835800 -0.3312400 -0.0683380 -0.0339500 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12.0389019 NA 11.0589161 4.4849952 7.8101172 9.0902133 10.4520188 6.7830283 4.5845356 0.2625534 8.2225887 4.0699599 8.9814243 10.9488146 8.9326721 6.7274917 2.5845296 1.8475560 NA 7.0130334 11.8848104 12.3398557 10.0553963 10.7651063 9.8656140 11.0255416 12.4391947 7.5633397 11.1556546 7.4524307 10.4590032 4.9720814 11.6174027 8.9984440 9.9831353 12.7215816 6.9995716 0.9995671 10.2992376 11.0382163 12.1190315 11.3104115 -0.3222888 11.5028010 11.4174241 14.3189033 9.1267922 8.8870969 9.0817207 12.1165653 9.9613106 7.7383396 10.2374985 9.0428722 6.9208173 11.1411679 8.0461500 9.4946270 13.0063184 11.8159153 10.1360501 10.0213844 4.8475660 7.2206753 11.2346284 2.8475761 -1.3222888 8.1185129 9.0329945 11.4544877 12.1974026 11.5299779 10.8733233 12.0349206 10.0970770 0.2625534 -0.3222888 9.7224269 8.5308441 9.9273495 7.7356352 2.6776435 10.6818639 11.9237903 10.5841584 12.1929737 10.9088647 10.5356244 10.1355373 6.7491065 9.9373868 2.5845296 0.6776210 4.2322310 7.3837941 10.2182559 9.9379751 10.3242022 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 NA NA 1 3 4 3 1 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 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 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 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 2.739545e-06 8.322669e-07 45.6310679611651 11.6504854368932 0.970873786407767 26.2135922330097 15.5339805825243 9.4171251 NA 10.2223785 2.4523846 4.9236959 10.5321176 2.5779242 5.1427075 8.9759523 16.0922554 7.4108117 6.4686925 8.6386173 NA 8.9572997 9.3001597 5.2967400 5.3505114 7.5628148 7.1222420 3.2408791 NA 11.5882163 4.7478439 11.8258489 1.3148705 10.4202716 10.7615567 10.1099525 1.0905825 4.5165195 9.1378465 NA 13.2474708 10.8175198 9.2229794 11.6298100 8.2620854 6.8067404 10.3981003 2.5779242 NA 12.2295710 8.6021376 NA 12.1032790 9.0749081 12.6425518 7.9529608 -1.0069416 -1.0069416 4.3852792 1.9929497 14.8150023 15.7176131 12.3999610 10.1678845 12.9296888 NA NA 5.5928726 12.0208648 8.5417808 11.1843265 9.6925313 0.5779242 17.7647255 19.2037360 11.4531587 NA 3.4523846 1.5779242 11.7845287 NA 8.5165207 5.7478466 11.6524330 10.2725694 10.3917025 16.2456797 9.4747583 6.6295839 3.6933977 11.4044698 NA 9.9802229 12.9625864 9.4585251 11.5342975 12.4142347 NA 8.2550536 11.7170463 5.5628133 1.8003305 4.3852792 7.2121277 6.9873118 4.8509394 9.3058417 9.7461755 10.5951937 1.9929497 4.2783640 8.0400825 NA 11.4168626 8.8555961 13.3593493 11.4278477 9.9301119 11.4727391 NA 5.9929587 13.0441678 8.3831280 11.1678845 9.9716693 10.2924301 10.3811860 7.1427055 11.4843109 4.5475485 0.5779242 11.1076772 8.7123478 11.7174727 9.6493837 8.3723371 12.0111590 1.3148705 9.0442086 9.0139387 NA 11.3978343 1.9929497 -0.037898 2.002800 0.290420 0.236280 -0.030331 -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 0.082335 -0.047693 0.242800 0.242800 0.242640 -0.007472 -0.042788 -0.042788 0.222240 0.278370 -0.398970 0.041034 0.041034 -0.016429 -0.050235 -0.376730 -0.392300 -0.373580 -0.373580 -0.373580 -0.105790 -0.068663 -0.016538 0.371340 -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 0.083896 -0.380330 -0.056788 0.242800 0.242800 0.138950 0.745750 0.242640 0.189040 0.174980 -0.007472 -0.022511 -0.042788 -0.076545 -0.079601 -0.054016 -0.283180 -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 -0.081 0.293 0.000 0.000 0.236 0.000 0.000 0.266 1.488 0.000 -0.407 0.256 0.000 0.170 -0.236 0.042 -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 -0.081 0.293 0.000 0.000 0.236 0.000 0.000 0.266 1.488 0.000 -0.407 0.256 0.000 0.170 -0.236 0.042 NA 7.167884751 10.684702341 11.215149949 12.092142246 11.215753755 12.023798354 -1.006941609 10.646699643 8.001387363 NA -1.006941609 7.693398442 9.274888743 10.397568218 12.954408518 4.428256312 11.449056487 8.510628099 9.400492247 6.132511040 12.023798354 -0.007086582 10.723853490 4.665381400 8.506232593 9.122241740 10.503722997 7.871071097 5.887776258 1.314870509 8.599845168 4.850939406 9.370169295 9.702904239 9.008373995 7.460564018 3.240879084 1.314870509 NA 6.332808 11.399430 14.172436 11.214244 11.712348 9.665384 12.089674 11.927203 8.539853 11.356820 7.703765 10.316014 4.183177 12.962586 9.376663 10.167260 12.469867 9.204847 4.385279 9.475767 10.326673286 12.594961685 11.019828031 1.800330473 11.179382597 10.714485260 15.698739011 10.399163829 8.500753463 9.179073080 11.829600973 9.390932888 6.819507251 10.106049760 8.165386405 7.562814809 11.953503847 8.408700399 8.419223689 12.229571040 12.103278988 10.584481146 10.167884500 6.026381794 6.629583936 11.453158723 -1.006941609 NA 9.751182001 8.122241999 11.534297483 12.414234733 11.646699598 11.717046306 11.840603476 9.437973608 4.452391166 NA 9.828006493 7.764448338 10.069774388 6.734426472 4.314885006 11.416862590 11.570387646 11.472739064 11.043147617 9.766922242 9.944243530 9.652954649 7.142705460 10.191403865 3.747849246 -0.007086582 2.577924245 7.695789250 10.366911522 11.029132457 10.702042612 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 & neck squamous cell carcinoma NA NA 8 white not hispanic or latino 3 1 NA NA 4 1 4 1 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.38053791 7.54201500 NA -0.66749255 2.33256473 0.91754633 15.43009130 15.74377503 12.04078372 12.59487783 13.11918897 0.65452720 -0.08253005 6.80016737 11.08368754 8.95735747 10.36322913 9.95827082 1.91750814 15.37452052 15.85443075 12.79914832 NA 4.33256473 3.79199114 11.65702385 NA 10.45052969 7.65448996 12.06664813 10.38377092 9.72057928 15.95799972 9.40670354 2.85612918 4.65449283 10.37319414 -1.66749255 11.07613416 11.51733973 10.35041426 12.48270593 12.26126541 -1.66749255 8.35770154 11.48357850 4.54201655 NA NA 7.00144648 8.03126671 7.08075465 9.33607982 10.59436305 10.86272444 3.13991147 NA NA NA 11.02277823 10.21825832 12.69354620 9.96191860 10.85384590 10.88978631 NA 8.75357479 13.39524059 7.73770366 11.39663106 11.54216764 10.17617290 10.92917103 8.82140633 12.91951903 6.89861590 2.91752723 10.94888106 8.94174076 12.04293795 10.47434985 8.85318072 11.37148094 2.42002420 9.27143595 9.07149856 -1.66749255 8.66123690 2.23945915 0.00152550 0.00152550 -0.00069303 -0.00180140 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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 1.65448137 6.48738023 10.50967001 11.03819437 10.92010509 10.15911044 10.69614922 8.35076198 10.68156671 9.02081219 -0.08253005 1.50248337 7.48230943 9.48294385 10.49526804 12.34483732 4.22276593 11.31573377 6.23945342 9.04556174 7.50998160 10.69614922 NA 10.90218025 5.80829494 8.39144682 9.57930255 9.31840384 8.82981500 3.79199114 -1.66749255 8.34239074 3.08744587 8.56857636 11.38750541 9.37900400 6.78788950 2.79200156 4.93247698 -1.667493 9.503739 11.600812 12.507004 9.760399 10.487064 10.232297 9.942202 11.118832 10.085361 11.046163 7.685709 11.550217 4.153254 11.517340 10.178836 10.634058 12.129390 8.609850 2.917527 10.610721 10.846783 12.095671 9.972807 2.332565 11.761969 10.796597 13.692688 6.994340 7.735574 8.875594 11.084315 9.625459 7.466988 11.192873 8.548095 4.441085 11.020594 8.819397 8.827418 13.528895 8.802204 10.324792 12.594878 3.824411 7.889068 12.799148 3.087446 1.654481 9.530393 11.792250 12.482706 12.261265 11.211379 11.483578 12.240579 9.858083 5.275078 4.482306 10.224702 9.401736 11.196361 7.146344 5.376957 11.022778 11.871236 10.889786 11.367017 10.195974 10.021686 11.565283 7.292564 10.119648 6.100746 2.502483 2.502483 9.674409 10.066848 10.234183 10.889786 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 & neck squamous cell carcinoma 110 1954 0 white not hispanic or latino 1 1 NA NA 4 1 4 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 4 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 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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12.3223475 NA 10.3438648 5.3641767 10.4299595 9.7939685 10.8495467 15.8111508 8.8430348 6.0311327 4.3126434 11.6537908 0.1162317 10.4778272 12.7363144 8.6266833 11.1581362 11.0039772 -0.4687308 8.7074596 10.7625075 5.8074116 NA NA 8.0757102 6.4679250 8.1588202 8.5660853 9.9501931 10.1796439 3.7407441 NA 7.7087059 0.5312692 10.5142799 7.2386455 12.5582420 11.3722609 9.5463946 11.0133380 NA 5.8976083 13.6609719 8.1218733 11.4664514 8.4767300 9.9958372 9.3633853 7.5811350 11.3592244 5.1751413 1.5312692 9.4501495 8.7732695 11.0047385 10.4638702 8.3830355 11.5164167 1.3386241 8.8592767 8.5071342 2.5312941 9.2752793 3.0548485 0.3846900 0.3846900 0.2562100 0.2219100 0.2219100 -0.0313590 0.0147490 -0.2560000 0.2378300 -0.2727200 0.2942700 0.4973500 -0.2769100 -0.2769100 0.0331270 -0.0257780 -0.2460600 3.3576000 0.1608500 3.6569000 -0.2759500 -0.2759500 -0.0022168 0.1930800 0.0125160 0.1008900 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 -0.2477600 -0.2656400 -0.2656400 0.8431700 0.2219100 0.0000000 0.0000000 -0.0313590 0.2378300 0.2373600 -0.2727200 -0.8135900 0.0084743 -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 -0.4024100 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 -0.298 0.204 -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 -0.298 0.204 3.5312816 6.4738015 9.7055880 11.3993372 11.1883815 10.6701981 9.9757836 10.9721556 11.6684376 8.9278911 0.8531973 3.4381731 6.7980726 9.9008837 10.4135473 13.1865935 3.9077175 11.1455361 7.6784910 8.3877119 7.3027760 9.9757836 1.5312692 10.8103165 5.8166893 8.5028155 8.2369188 10.1556249 7.7856303 4.8888406 3.0548485 6.4796542 5.2455337 9.2010572 10.4531273 9.8599613 7.3224492 2.6187555 5.0704451 NA 5.1459953 11.0509226 8.8097360 10.0445205 10.6391573 9.8750273 13.0394525 10.7238874 8.3289477 10.5042661 7.6000645 12.5515719 4.7587562 12.7363144 9.2299911 10.0572965 13.4169093 8.9606930 0.5312692 9.1284079 10.9755248 12.4742590 11.1302693 0.8531973 11.0677764 11.7922059 13.7475752 9.5390145 8.2125246 7.9907178 10.9674774 9.7704731 7.6398110 10.4445498 9.8683506 4.6605693 10.4999532 9.0321281 8.7589024 13.2411779 11.1843554 10.8753048 10.3269202 5.7211101 7.7886740 12.0154799 3.2317242 0.5312692 9.7068360 9.5695196 11.1581362 11.0039772 11.3665473 10.7625075 10.7631075 8.7768390 5.8441697 8.5057008 9.2762715 8.0370977 11.3265143 7.6936779 8.9669567 10.5142799 10.8198641 11.0133380 12.4525694 11.0599847 10.1072983 9.6087697 8.4590643 10.8056645 4.6187496 -1.4687308 4.2592047 9.5196089 9.2116460 9.6528199 10.6322771 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 & neck squamous cell carcinoma 0.01685 1987 NA white not hispanic or latino 2 5 NA NA 3 4 3 3 3 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 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421789e-06 4.161334e-07 20.7547169811321 43.3962264150943 0 18.8679245283019 16.9811320754717 9.7345765 NA 10.6000779 0.4503799 2.7722657 10.5110268 10.5873220 7.3390741 8.9914275 15.1780652 6.9179365 7.6935051 6.8849593 NA 9.5847572 8.7767604 5.9738936 7.2958213 11.3553417 9.4088836 1.0352720 4.0941854 4.7357334 4.3083099 11.6438562 -0.5496201 10.4885640 10.8813060 11.0216094 0.4503799 3.2576896 9.3837412 NA 14.3455274 7.7217937 9.5640731 11.4930162 8.4726986 4.4503337 12.7115443 4.8078804 NA 11.6370641 8.7722588 5.4045285 12.3050045 11.2719653 12.2952327 4.3572212 NA -0.5496201 4.2576820 2.7722657 13.6057025 14.0635902 12.8449275 9.2479923 13.0440721 NA -0.5496201 5.0352940 9.7868374 9.5444085 11.5546019 10.4354612 4.0959160 13.3238711 18.6043826 12.2514329 4.9097635 2.0353072 1.4503271 11.7846041 NA 8.3602238 4.1507709 11.3696747 10.5069685 9.9501768 15.0230977 9.1628578 4.0352896 3.1507709 10.7563925 NA 10.2926812 12.4171967 9.4740851 11.3152908 12.7997503 0.4503799 8.2989538 11.6155519 2.9097539 1.0352720 NA 6.6796307 4.4045285 5.8253710 9.8155597 9.8210182 9.6114627 3.5377930 NA 8.4446845 NA 10.6395377 8.0087513 13.1988382 11.5042567 9.7699917 10.9802493 NA 2.0353072 13.4147620 9.2863813 10.6982583 10.2398645 9.9392956 9.1252293 10.9220060 9.6127222 3.8426470 1.4503271 11.2451528 8.6026157 11.6032494 10.6358258 9.2251180 11.4527943 3.1507709 9.0857043 8.5430879 NA 11.2214076 1.0352720 0.0090312 -0.3605000 0.9772900 0.0232860 0.0232860 -0.0020784 -0.0020784 -0.0036011 -0.0036011 0.0140510 0.0140510 0.0140510 0.0063871 -0.0004770 -0.0004770 0.0097276 -0.4915200 0.0127950 0.0197830 0.0197830 -0.3360600 -0.3360600 0.0086135 -0.0698670 0.0000000 0.0000000 0.0070826 -0.0515860 0.0026357 0.0044411 0.0044411 0.0090312 0.0090312 -0.0674580 -0.0036011 -0.0036011 -0.0036011 -0.0053992 -0.0706700 -0.0706700 -0.0706700 -0.0706700 -0.0706700 0.0232860 0.0232860 0.0232860 -0.0020784 -0.0036011 -0.5140400 0.0140510 -0.0004770 -0.0004770 -0.0268510 -0.0268510 -0.0268510 -0.4994000 -0.5018300 0.0197830 -0.5022500 -0.5022500 0.0083351 0.0083351 0.0086135 0.0013868 0.0013868 -0.0698670 -0.5100100 0.0013868 -0.0195890 -0.0195890 -0.0239770 -0.0365380 -0.0365380 -0.0365380 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 NA 8.2609026 10.2800535 12.2851969 11.5821878 10.5956262 10.2997359 1.0352720 10.2390492 4.6202580 1.0352720 3.6202580 7.8932742 10.3183817 10.9841472 15.7625934 4.0310775 12.1754840 6.9179365 9.5246062 8.5430879 10.2997359 -0.5496201 10.1315693 5.6597847 9.1335186 6.0796874 9.3810534 7.2263033 5.2576858 NA 7.5109184 7.9461858 8.2414937 9.3795893 10.3051992 7.9894899 1.4503271 1.7722657 NA 6.834035 10.068716 10.869749 12.515579 12.275886 8.108542 10.691718 11.006358 9.092382 11.062739 7.781248 11.559182 4.448524 12.417197 6.650003 10.662827 12.414083 11.713307 2.620258 10.399428 11.1761231 11.6383014 10.4726987 0.4503799 11.8557383 10.4016155 15.5445997 8.9077118 7.9260641 9.3405952 12.6948255 9.9286960 8.7426523 9.1816500 9.1049669 11.3553417 11.3587234 9.9660307 9.0182870 11.6370641 12.3050045 9.9471846 9.2479923 6.0650402 7.5949889 12.2514329 -0.5496201 1.7722657 9.0815079 9.3405952 11.3152908 12.7997503 11.1004850 11.6155519 10.6940999 8.3451484 NA NA 9.4083179 8.7077187 9.8144655 9.4629554 4.0941854 10.6395377 11.3020798 10.9802493 12.3538361 10.5853988 10.3075343 8.7654804 6.9260647 10.1662928 5.0941854 2.2576745 9.7890672 9.9212133 10.1680073 10.2325100 12.0826445 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 & neck squamous cell carcinoma 54 1956 4 white not hispanic or latino 3 3 NA NA 4 1 4 1 1 1 0 0 0 0 0 5 0 0 0 7 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.00283570 0.00672660 0.00672660 -0.00174040 -0.00174040 -0.09967800 -0.09967800 -0.08261000 -0.06072600 0.06486000 -0.29952000 0.01257700 -0.03358200 0.01467100 0.00500800 0.00262390 -0.00450860 -0.34934000 -0.01485500 -0.30728000 -0.30199000 -0.30199000 0.22028000 -0.00796350 -0.00796350 -0.03116200 -0.03116200 -0.03129900 0.00000000 0.00000000 0.00000000 0.00742220 -0.01439600 -0.01439600 -0.31929000 0.00283570 0.00283570 -0.15087000 -0.15087000 -0.15087000 0.00672660 0.00672660 -0.00174040 -0.11398000 -0.11398000 0.00117050 0.00117050 -0.08261000 0.02306700 0.02306700 -0.06072600 0.08355000 -0.29952000 -0.29137000 0.02012400 -0.00865380 -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 NA 8.1424236 10.6517930 10.8917728 10.9056325 10.8839178 10.0803867 7.1158427 11.2827840 9.5567292 NA 0.7819052 7.7283614 10.8804129 10.4305993 13.5890958 3.8022346 11.9705310 9.3041968 8.6616887 7.0171592 10.0803867 NA 10.5812237 4.7515708 7.8528322 7.5545313 10.1083717 7.5432275 6.3055036 1.1969847 7.2248854 3.5892961 8.4731042 10.7767670 9.2923766 6.8116894 3.2844401 4.9248980 NA 6.8694051 11.4173580 11.9840599 11.1813982 11.4531884 11.1372933 11.0059439 11.3715933 9.0826760 11.0696546 6.6968257 10.1468064 4.0053641 12.0200184 9.9626802 10.5616615 12.6006069 8.0075515 0.1969847 9.7027912 11.1778333 11.7802975 13.0057428 2.1969847 11.1602370 10.5654862 14.4786189 9.8640913 9.1380273 9.0518482 12.9349663 8.0642583 7.8480313 10.5495749 7.7166158 8.3107218 10.3868043 7.5098629 7.9249004 12.8174286 12.2116976 10.5098627 10.4841149 5.2630682 7.2844429 12.5888945 -0.8031412 NA 9.2509055 9.3731529 11.2352128 12.6046458 11.3352515 10.7472455 11.3883474 10.1068728 6.5806837 0.7819052 9.6895539 8.3055041 10.9897700 7.0171592 5.2193467 11.5941195 11.3123485 11.2880844 12.0298697 10.6295216 10.7573125 9.7077439 8.0361835 9.8632036 4.0043306 1.5188876 1.5188876 9.6422532 10.0611658 9.8061584 9.5925138 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 & neck squamous cell carcinoma 110 1951 NA white not hispanic or latino 3 1 NA NA 3 2 1 2 3 3 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 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 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 4 0 0 0 0 0 4 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 4 4 0 0 0 0 0 1 0 7 0 0 0 7 0 7 0 0 5 0 0 0 0 1 0 0 0 7 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 4 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 4 0 6 4 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 1 7 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 2.132684e-05 6.484746e-06 7.12530712530713 41.4004914004914 8.35380835380835 27.6412776412776 15.4791154791155 9.9497530 2.8221795 10.8296830 3.1441116 2.5591491 10.4239593 7.8482505 7.6592910 9.5040125 15.3996173 7.8702211 7.4221009 8.7430376 1.2371966 8.9307128 9.3818842 5.8902862 5.8070818 9.8454808 9.8747566 1.2371966 3.6966616 8.5546387 9.3639304 11.7785647 0.2371966 10.5324209 11.1564618 11.0279817 0.2371966 4.2372272 9.3857026 5.7607878 13.6077772 10.3180435 9.0054104 12.2620194 9.0526093 8.1709165 12.1012186 4.4071488 NA 12.7819490 9.1694408 3.8221897 11.3616704 9.0426796 12.2608071 7.2651321 -0.7626810 1.2371966 4.7290796 -0.7626810 14.7329870 14.9351421 12.3230304 10.4612276 12.9506125 0.2371966 0.8221999 6.8810821 10.0780039 10.3339411 11.0165350 10.4052713 NA 16.5490452 18.0250489 12.1914223 2.4071624 3.8221897 3.0445865 12.0283889 -0.7626810 9.1183400 6.6209309 11.9168820 10.6279323 9.8500945 15.5946577 9.4898915 7.6252435 6.1914225 10.5045979 NA 10.3187094 12.8489424 9.6904965 11.7078849 12.0467932 0.2371966 8.8427055 11.6327601 8.0087155 NA NA 7.0574048 6.0316422 6.9719355 11.5767977 10.6354353 10.2066125 5.8519364 NA 7.7170060 1.8221999 11.0429698 9.4109031 12.5262362 11.7865293 10.1545906 11.0062373 4.3665111 6.4660446 12.9387491 8.4021329 10.8972219 9.2400409 10.3934860 9.8833796 10.3989878 10.8981133 5.8665816 3.0445865 10.9246016 8.8278130 12.7109317 10.2505487 9.4008756 11.4890043 2.5591491 9.0346281 9.2456547 0.2371966 11.4236498 2.6966616 0.01349200 0.00235810 2.16930000 0.03087300 -0.00387790 -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 -0.08956700 -0.00152430 -0.02931100 0.01544700 -0.19275000 0.14980000 0.14980000 0.14980000 0.00746850 0.00235810 -0.01409000 0.02581200 -0.30651000 -0.31615000 -0.31615000 -0.32019000 -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 -0.20386000 -0.35920000 0.00875280 0.00000000 0.00000000 -0.22022000 0.12535000 -0.03408600 0.11814000 0.11814000 -0.08956700 -0.01326400 -0.02931100 -0.06799300 0.01992300 -0.27894000 0.29151000 0.06036500 -0.12395000 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 -0.316 0.020 -0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.324 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 -0.316 0.020 -0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.324 0.231 -0.358 0.000 -0.124 -0.124 0.8221999 7.9719355 10.4196203 12.1288199 11.4969692 10.3319635 10.2672034 0.8221999 11.1282502 7.2595936 -0.7626810 4.8221897 8.8146549 11.2301643 10.6571861 14.0458886 3.7657999 11.7373210 9.0218608 9.4027863 7.8556117 10.2672034 0.8221999 10.5266685 5.6634898 8.6339808 8.8500946 9.6655129 8.1513718 4.8221897 7.6423673 7.5178575 6.1679640 9.1768052 10.6263195 9.1152770 7.6079132 2.0445690 3.6295431 2.559149 6.119869 11.452456 11.642357 11.635435 11.416202 10.197228 11.754403 12.265650 8.451545 11.109516 8.872037 11.054609 5.090972 12.848942 9.522628 10.915826 12.662375 12.046391 2.044569 9.754895 10.760298 12.091120 10.995866 1.822200 11.471145 10.393941 14.903838 9.929841 8.812765 9.977850 11.905225 9.112038 8.877471 9.979535 8.786048 9.845481 11.545281 9.165004 11.428594 12.781949 11.361670 10.270649 10.461228 6.044580 10.251944 12.191422 4.965147 -0.762681 9.776385 9.571499 11.707885 12.046793 11.174600 11.632760 11.244253 9.021861 4.594775 5.485153 9.375011 9.109008 10.615521 10.267203 5.446680 11.042970 11.658239 11.006237 12.374537 10.455789 9.992114 9.808979 9.365220 9.821249 4.095207 2.559149 8.784120 9.698644 10.372294 10.343135 10.596426 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 & neck squamous cell carcinoma 34 1974 NA black or african american not hispanic or latino 1 4 NA NA 3 3 4 3 3 3 0 0 0 0 0 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 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 3.121001e-06 1.213723e-06 19.047619047619 13.4920634920635 1.58730158730159 18.2539682539683 47.6190476190476 9.5255568 -1.2556667 10.2370518 -1.2556667 4.0296031 10.1736039 8.6283675 7.4411647 9.3853458 16.5346729 7.9921249 7.0706265 8.1343662 -1.2556667 8.6823064 10.9417210 4.6268421 5.5123818 5.3441112 7.8734804 2.5515406 4.2036319 2.0661236 4.2036319 11.5832041 NA 10.3417842 10.5442881 10.7564725 1.9520726 5.3441112 9.8348455 -1.2556667 14.5004147 9.7734844 7.7554244 12.2721628 9.1861038 7.0479778 12.4816558 4.9921249 0.3291810 12.1829890 10.6435541 0.7441611 11.9149047 10.3675209 12.9030435 8.4236773 NA 1.7442042 3.8734786 2.9141244 16.4838196 16.5771402 12.0820978 9.3790081 13.0642925 0.7441611 NA 8.2280130 10.8605411 9.7844868 10.9894528 10.0051167 0.3291810 17.4006430 18.8017897 11.6531527 -1.2556667 2.9141244 4.2360486 11.9950877 -0.2558389 9.1974679 5.4990837 11.3687459 10.7872245 10.2435448 16.6794946 9.3790081 4.4166236 4.4990869 10.3524520 1.5515406 10.9921247 12.2869872 7.6390150 11.3157128 12.0255477 0.3291810 8.4890311 12.0009956 6.9340222 1.3291810 1.5515406 6.2522302 6.5959467 8.5579783 9.9109879 10.8942617 10.1855852 6.1365154 1.3291810 7.5802473 1.3291810 11.1474756 10.7081770 12.9361817 11.2806872 9.5464066 10.7132238 NA 5.6867106 13.4765766 8.3916556 11.1493386 11.2724071 10.4488790 10.3489681 11.4708411 11.5175424 5.9536494 1.7442042 10.4402953 10.4493975 12.5627794 10.1615223 9.3570657 11.7298613 3.5515529 9.6279860 9.7307503 -1.2556667 10.9933106 2.4446406 -0.060748 -0.060748 0.728300 2.543200 2.504300 0.354960 0.354960 0.267810 0.279470 0.201370 0.621880 0.626970 0.172260 0.296280 0.014317 -0.469930 -0.032178 -0.032178 -0.456610 -0.075475 -0.086092 -0.086092 0.076854 -0.028901 -0.096572 -0.096572 0.282320 -0.094359 0.293260 -0.077611 0.273480 -0.060748 -0.060748 -0.060748 -0.159370 -0.159370 -0.159370 -0.159370 0.160700 0.160700 0.203350 0.203350 -0.491060 0.000000 0.000000 0.000000 0.354960 0.277870 -0.098155 0.201370 0.014317 0.540400 -0.464720 -0.464720 -0.077212 -0.451150 -0.032178 -0.082934 -0.072560 -0.086092 -0.071873 0.970690 0.076854 0.071128 0.071128 -0.028901 -0.028901 -0.096572 0.327850 0.327850 -0.468230 0.714340 0.463650 -0.058596 -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 NA 7.391655 10.536987 11.268004 11.479542 10.392555 10.646949 1.551541 10.441599 6.639015 2.444641 4.170462 8.548328 10.765871 10.202091 14.126787 3.504417 12.034648 9.558780 8.869598 6.626841 10.646949 0.329181 10.790980 5.430697 9.017200 9.044550 9.622984 7.075876 5.674935 12.063869 8.551552 5.084047 9.642798 10.202604 9.375374 6.749821 3.388052 8.628245 -1.255667 5.577087 12.012008 13.097334 13.110929 11.535156 10.147742 11.943256 11.292056 9.006292 10.441165 10.084604 10.482712 3.600186 12.286987 9.896482 11.299745 12.098382 9.181949 2.329152 10.278986 11.2373021 13.4906590 11.8309969 0.3291810 11.9106741 10.0570801 14.4934630 10.0353678 9.2480229 8.8276765 11.9873711 8.3418959 7.8837485 9.6473258 9.2539723 5.3441112 11.9175620 7.7885911 11.0451216 12.1829890 11.9149047 10.9712114 9.3790081 5.4024084 9.0695027 11.6531527 3.7885918 -1.2556667 9.3102513 9.9247279 11.3157128 12.0255477 10.6041202 12.0009956 10.7399644 9.5786682 6.9826023 5.3735543 9.8791881 8.0614290 9.5491349 9.3026179 4.9536517 11.1474756 11.6170644 10.7132238 12.2680041 10.0127392 9.8183387 9.4915509 6.3216251 9.9438695 -0.2558389 2.6749351 9.1279015 8.5983332 10.0479780 10.9706094 10.5539653 7.8129756 10.1472093 5.4024084 TCGA-CR-7390 67 0 NA 1508 head and neck stage iva t4a n0 m0 male 2009 NA yes head & neck squamous cell carcinoma 80 1967 0 white not hispanic or latino 1 4 NA NA 2 2 2 2 3 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 1 7 0 0 0 4 0 0 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14.2918628 12.4051989 9.9002987 12.7825697 NA NA 4.0731690 11.7321953 8.3019913 11.3680020 10.2453727 NA 18.0614033 17.5865945 10.2348769 7.4466309 2.4211021 -0.3862798 12.3686284 NA 7.4114025 6.4529446 11.1552295 12.5832173 10.0995702 16.2306199 9.3802697 4.8035629 4.4466334 10.7430239 1.6137202 10.3484504 13.9514080 10.1697678 9.4355148 12.1532632 -1.3860912 8.6878823 10.9979849 6.8852034 NA NA 6.9442096 5.7222665 6.6635894 9.9311535 8.9756846 10.1620811 1.9356860 0.6137202 3.4717207 NA 10.5999384 9.8219751 13.0573967 10.2772989 9.5558961 11.1368127 NA 7.5824077 12.7731392 8.6066791 11.2003461 9.0114154 10.2562665 10.0301057 8.4933243 11.0344906 4.3951039 1.6137202 7.6608645 7.7886668 11.5381822 10.1850195 8.3535213 12.8038742 2.1987142 9.2405176 9.2683768 -0.3862798 12.3436802 -0.3862798 2.12540000 2.71330000 1.12410000 0.69249000 -0.01733500 -0.00119080 -0.00119080 0.71686000 0.35290000 3.65690000 0.35551000 0.71178000 -0.37331000 -0.37342000 0.47313000 -0.00437480 -0.00700130 0.37552000 0.71535000 0.83990000 0.33989000 0.33989000 0.21183000 0.53685000 0.30864000 0.30864000 -0.01953300 0.84630000 0.00000000 0.00713930 0.35290000 -0.06592900 -0.37365000 -0.04354700 -0.37983000 -0.37983000 -0.37983000 -0.37983000 -0.38454000 -0.38454000 0.35747000 0.35502000 -0.01348300 -0.37781000 -0.37781000 -0.37781000 0.01229400 0.35290000 0.35290000 -0.77308000 -0.37342000 -0.00437480 -0.02966500 -0.37116000 0.21843000 -0.00700130 -0.00409810 -0.36133000 -0.38499000 0.36615000 0.35339000 0.36418000 0.21183000 0.38277000 0.38277000 -0.37601000 0.53685000 -0.04137600 -0.00022071 -0.38174000 -0.00340630 -0.48948000 -0.50136000 0.80042000 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 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-0.3862798 -0.3862798 8.8816980 9.4065311 9.4355148 12.1532632 11.4418774 10.9979849 12.0123510 10.1075963 0.9356860 0.9356860 9.5547958 7.9175219 9.5415189 4.3416585 3.6137438 10.5999384 11.3403848 11.1368127 11.5670279 10.6147972 10.5481689 9.3719641 7.8781834 10.3072278 0.6137202 NA 5.6024242 7.3260618 10.2517242 10.2759642 10.9415742 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 & neck squamous cell carcinoma NA 1990 0 white not hispanic or latino 3 1 NA NA 4 1 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.121001e-07 6.935557e-08 18.1818181818182 18.1818181818182 0 9.09090909090909 54.5454545454545 9.94489694 -1.04930764 10.28593388 3.47411151 4.80852406 10.38047319 9.49260811 7.64054140 8.92925397 15.87280267 7.96177090 7.07982608 7.13045216 -1.04930764 9.10536170 9.71624398 4.75789799 7.30369035 8.59979980 8.14530043 4.40997469 2.40998826 5.99493719 8.13789540 11.53949230 -1.04930764 10.47850916 10.47214391 11.07434159 NA 4.40997469 9.17888118 NA 14.37004287 9.75063447 8.84232708 11.67718738 10.80268284 7.02200598 12.12265842 4.27247116 NA 13.01377002 9.31029308 1.27250102 11.57465350 13.65984273 12.64653295 7.19847058 -1.04930764 -0.04945693 5.14036967 1.27250102 15.27823506 15.60108017 12.02284358 10.36786857 13.47404418 0.95054307 0.53555533 6.78974751 10.86866130 9.81007834 10.92028973 9.87164054 3.47411151 16.87973253 18.74155848 12.56755170 -1.04930764 2.95054307 3.95054307 11.99903036 2.53550557 9.84838899 5.75789799 11.88973514 10.47116215 10.28481681 15.64236877 9.28927979 5.92782299 4.67846634 10.69032411 0.95054307 10.24171412 12.51455718 7.43838352 11.91000214 12.72141380 1.27250102 8.05120568 11.61298936 6.29927214 NA 0.53555533 6.75209024 6.48970188 7.51659750 9.35462053 10.54813054 10.99562054 3.80852921 NA 6.37680782 NA 11.50441273 9.23710119 12.81453612 12.34192133 9.65632278 10.80735806 NA 7.50513271 13.68578216 7.42221870 11.08657335 10.10852197 10.31748859 10.11513614 10.69789733 11.41457864 5.96177148 0.95054307 10.43687568 8.93211079 12.30189685 9.97221747 9.04197886 11.93513996 2.53550557 9.02156329 8.78817149 1.53550557 12.21395940 3.85743366 -0.01945200 -0.01945200 -0.00954260 0.09449100 0.03289300 0.02384700 0.02384700 0.01293400 0.01293400 -0.00193990 -0.00193990 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 0.04741000 0.00944910 0.01405100 0.01405100 0.01405100 -0.01945200 -0.01945200 -0.01106000 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7.4017542 2.9505431 4.6784663 NA 6.587168 10.591240 11.656379 12.621310 12.391413 10.612322 11.474840 11.158168 9.044621 10.859311 8.231314 10.478998 4.255788 12.514557 10.245738 10.439388 12.993558 10.117334 1.950543 10.033358 11.24372768 11.65379823 12.30382817 1.53550557 11.50872501 10.35674851 14.32398609 9.23940950 8.41406786 9.10789052 11.76292135 7.89208983 7.86940692 9.99630315 8.52039907 8.59979980 11.39685140 8.25432429 9.34393386 13.01377002 11.57465350 10.14898849 10.36786857 5.69201145 8.71872773 12.56755170 2.75789799 -1.04930764 9.30369035 8.68355891 11.91000214 12.72141380 11.07045729 11.61298936 11.32721152 9.61499081 4.30809871 3.40997469 10.06441580 7.97568292 10.81007825 8.26342649 4.90473938 11.50441273 11.53949230 10.80735806 12.21893927 10.05514223 10.27584899 9.60786198 6.75144364 10.29927168 3.70543610 -0.04945693 9.67846387 9.54787913 10.38517173 10.32123092 10.11607866 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 & neck squamous cell carcinoma 30 1959 8 white not hispanic or latino 3 1 NA NA 2 1 5 1 1 1 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 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 1.040334e-06 2.427445e-07 32.4324324324324 8.10810810810811 10.8108108108108 37.8378378378378 10.8108108108108 10.16006213 NA 9.98019171 4.58927811 4.80745797 10.89343040 6.46641993 7.62202546 8.53298781 16.48060350 7.36258473 7.57448000 8.02169125 -1.02532386 9.42474745 8.74440500 4.88145906 4.22249547 9.66369152 8.57819340 3.43400098 0.55954076 10.46140219 8.56515426 11.72924592 3.43400098 10.80666602 10.60983187 10.19977465 -1.02532386 4.55952852 8.96693913 NA 14.17753273 10.34416451 9.17669103 11.52025565 9.92876352 7.38395825 11.33760679 3.72945488 NA 13.22056544 8.72108141 0.97460273 11.36742119 10.44581049 12.48223795 7.29649503 NA -0.02547069 6.05138298 -1.02532386 16.00757067 16.82779776 11.92345633 9.89566419 13.78704534 NA -1.02532386 7.42164998 11.70035943 10.18219159 10.68494310 9.83487820 1.29648677 17.24414590 17.85992692 12.48656684 5.49812957 4.14449510 -0.02547069 12.16732230 NA 9.80428997 7.23195458 11.46885275 10.50302130 9.92366427 15.75299086 9.56140691 6.56702363 4.06202670 10.33760685 NA 10.15011676 11.58850163 8.92730834 11.07490095 11.84126654 NA 8.37757929 11.49149829 4.58927811 NA -1.02532386 6.41750994 6.52915565 7.30548450 9.39452743 10.75058892 10.53966929 4.01896348 -1.02532386 2.29648677 1.55954076 11.52242568 9.89268503 13.11787066 10.76287764 9.39186071 10.97878767 NA 8.51953168 13.29762193 7.79155103 11.40083190 10.68537359 10.13812253 10.62845566 10.84107335 11.56468635 5.89343017 0.97460273 9.11922543 9.07654280 13.42177956 10.24369383 9.01485682 12.37611337 2.97456602 9.51583799 9.27262978 -0.02547069 10.41802873 3.36688170 -0.0091286 -0.0091286 -0.0486130 0.3162600 0.3162600 0.7809900 0.0314360 0.0321400 0.0321400 0.0685220 0.0685220 0.0685220 -0.0422450 -0.0422450 -0.0422450 -0.0691710 0.4701500 0.0665150 0.0169960 0.0225850 0.0403260 0.1032200 -0.0788100 -0.0095395 -0.0693320 -0.0693320 0.1199100 -0.0588660 0.0475520 0.0125030 -0.0038005 -0.0091286 -0.0091286 -0.0506590 -0.0486130 -0.0486130 -0.0486130 -0.0486130 0.0000000 0.0000000 -0.1035100 -0.1035100 -0.1035100 -0.0854570 -0.0854570 -0.0988260 0.0647970 0.0321400 0.0321400 0.0685220 -0.0422450 -0.0422450 -0.0556180 -0.0556180 0.0259520 -0.0440090 0.0665150 0.0225850 0.0403260 0.0403260 -0.0480720 -0.0480720 -0.0788100 0.0535210 0.0535210 -0.0095395 0.0070826 -0.0693320 0.0134920 0.0134920 0.0286220 0.0910100 0.0910100 -0.0588660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.9746027 7.1888865 10.8054784 11.5986772 11.2198227 10.0045445 10.6836510 6.2506907 10.6166189 8.9316692 0.5595408 3.4340010 8.5800467 11.7388168 10.3077226 13.1594425 4.6007158 11.8951061 8.6540474 8.9754124 7.8011160 10.6836510 1.9745660 10.7971380 5.0406558 8.5076242 9.3088405 9.4123192 7.8385056 4.8572097 1.2964868 8.2271851 2.1445033 9.2045875 10.9475469 9.0203269 6.8200577 3.2224955 2.8814493 NA 7.726111 13.270695 12.655356 11.840880 11.600048 10.039310 11.154165 11.380240 9.378644 11.377846 8.472419 10.772634 4.662188 11.588502 9.773039 10.993463 12.352278 6.093507 4.296494 9.823972 10.80230681 11.54062122 10.81022289 -0.02547069 11.67500689 10.28915043 14.20893480 9.68881276 8.69224375 9.24135375 11.65184635 8.27834770 7.90530456 10.34579930 8.68709429 9.66369152 10.98963370 7.57448000 11.76959217 13.22056544 11.36742119 9.97245228 9.89566419 5.33212071 10.03458756 12.48656684 -0.02547069 NA 9.46642034 9.83410188 11.07490095 11.84126654 11.10963513 11.49149829 11.41413839 10.09804196 4.88145906 0.55954076 9.97111126 8.30099677 10.71561277 10.11283903 5.74275270 11.52242568 11.94233379 10.97878767 11.81691752 10.13443851 10.34743224 9.81377093 7.32771431 10.06864488 4.25997295 -1.02532386 5.06203102 9.26756740 9.97808506 10.12558369 10.80982809 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 1 NA NA 3 1 4 1 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 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3.8284996 8.5740682 9.5811823 10.4792431 10.3307733 10.1559097 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 & neck squamous cell carcinoma 60 1949 0 white not hispanic or latino 3 1 NA NA 2 1 2 1 3 1 0 0 0 0 0 0 5 0 0 7 0 0 0 4 0 0 0 0 5 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 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 5 0 7 0 0 0 4 0 4 0 0 0 0 0 0 4 0 0 5 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 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 4 0 0 0 0 0 0 0 0 0 0 0 5 7 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 5.132312e-06 2.150023e-06 21.5962441314554 42.7230046948357 3.75586854460094 20.6572769953052 11.2676056338028 10.1541203 0.3670355 10.1376978 2.8264570 5.4544984 10.3747619 7.7420736 8.1999241 8.2769270 16.4852553 7.7890987 6.6149616 7.9292762 -0.6330764 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10.2962923 10.6259061 10.0605209 11.9674114 6.0812800 -0.6330764 10.1051261 8.6478045 12.6164437 9.6018514 8.5910357 12.0088599 2.9519980 9.0207747 8.5369590 -0.6330764 12.2174161 1.3670355 0.00000000 0.00000000 0.06222300 0.00083195 0.00083195 -0.00166290 -0.00166290 -0.00207840 -0.00207840 -0.00401620 -0.00401620 -0.00401620 -0.00415460 -0.00415460 -0.00415460 0.00194180 0.00305220 0.00305220 0.03961900 0.03326700 -0.00636680 -0.00636680 0.00666530 0.00194180 -0.00152430 -0.00152430 0.00430210 -0.00221680 0.00374650 -0.00180140 -0.00180140 0.00000000 0.00000000 0.00000000 0.06222300 0.06222300 0.06222300 0.06222300 -0.00429290 -0.00429290 -0.00429290 -0.00429290 -0.00429290 0.00083195 0.00083195 -0.00359160 -0.00166290 -0.00207840 -0.00207840 -0.00401620 -0.00415460 -0.00415460 -0.00401620 -0.00401620 -0.00401620 0.00305220 0.00166420 0.03326700 -0.00636680 -0.00636680 -0.00290910 0.00069327 0.00666530 0.00263570 0.00263570 0.00194180 0.00194180 -0.00152430 -0.00235530 -0.00235530 0.00027728 -0.00221680 -0.00221680 -0.00221680 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.3670355 6.9216232 10.2420152 11.4196019 11.6214720 10.2716684 10.0526587 7.0252459 11.2701626 7.0252459 NA 0.3670355 8.5444533 11.3535870 10.1227561 13.2136996 5.2906603 11.7453287 8.9688047 8.8257071 8.3124778 10.0526587 1.3670355 10.3073475 5.5167811 8.6038852 9.4924473 10.2265686 7.1993543 3.7593476 NA 7.9403782 3.5369605 8.9216226 10.7284294 9.2977712 6.7593516 2.8264570 2.8264570 NA 7.966947 10.940681 11.364566 12.210366 11.750468 9.863888 11.093678 11.256158 9.544454 11.389748 7.629129 10.925455 4.366581 12.187013 9.423672 10.535079 12.227698 9.679917 1.367036 10.115227 10.6472246 11.8392170 11.2911040 1.9519980 11.7245859 10.4644076 14.3824921 10.0552842 8.0847101 9.0915478 12.2468085 8.3212300 7.7593516 10.8239016 7.8748283 5.7068841 11.6102078 8.2588176 11.5014602 13.5638665 10.9534046 10.1059706 10.1573824 5.1999236 10.0570319 12.9067985 NA 0.3670355 9.3782610 9.1319056 10.7507381 12.0851386 10.9187421 11.8686223 11.6685301 9.7223849 4.4963153 4.1219189 10.1769306 9.0516073 10.4820776 10.3428818 5.5369574 11.4219773 11.7204564 11.2948118 11.6379132 10.0847103 9.9292763 9.9697327 6.5167811 9.9845013 5.6338206 0.9519607 7.2496767 9.4094183 10.2626092 10.2866421 10.1227561 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 & neck squamous cell carcinoma 60 1946 NA white not hispanic or latino 3 3 NA NA 2 3 2 3 3 1 0 0 0 0 0 0 6 0 0 0 0 0 0 5 0 0 0 0 7 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 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 1 6 5 0 0 7 0 0 0 0 0 0 0 5 6 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 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 6 0 0 0 0 0 5 0 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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 6.4805e-05 3.1910e-03 2.3745e-03 -1.3862e-04 -2.7724e-04 -2.7724e-04 -1.2473e-03 -1.2473e-03 -2.7221e-03 -8.1608e-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 NA 7.0139301 10.3849824 12.0859014 11.6228712 10.8270302 10.6671052 4.4843122 11.0961681 7.0614954 NA 1.1150998 7.7780416 10.2529215 10.3958473 12.4474861 5.3846094 11.3993223 9.0885347 8.6618939 7.8610311 10.6671052 NA 10.3724644 5.6798601 9.0816302 9.1113146 10.0517144 7.3555819 3.8520388 1.1150998 8.4034352 5.2305527 9.2966430 10.9490207 9.9542804 6.4004782 2.3374828 0.5300707 NA 8.838453 11.425311 11.426435 10.935255 11.871911 9.195450 11.116954 11.356663 9.597548 10.711266 5.922431 10.632746 4.256399 11.956641 10.961089 10.156736 12.688244 9.170359 2.530121 9.878842 10.4332427 11.8934275 11.0073664 NA 11.3494948 11.0487672 14.6971393 9.9532299 8.6568185 8.8942488 11.7118874 9.0482950 8.0497500 10.3016035 8.0418666 5.3630028 11.2618573 8.9245768 9.5385426 11.5850575 12.3919764 9.9521788 10.8497862 5.6386386 8.8810531 12.6288041 1.1150998 0.5300707 9.2665160 9.6189023 11.0663612 11.4864902 11.7759638 11.1883255 11.2887537 9.7456471 0.5300707 NA 10.2676994 8.6516477 10.1122560 8.8520422 4.3374685 11.4512111 11.6696654 11.2787262 12.2137666 10.4020193 10.2808210 9.7720971 6.9395052 10.4347486 4.4370013 NA 6.7199391 9.5451805 9.8452636 10.0169491 10.4385066 6.7875017 10.1113146 4.3374685 TCGA-CR-7397 44 0 NA 754 head and neck stage iva t3 n2b m0 male 2011 NA yes head & neck squamous cell carcinoma NA 1997 8 white not hispanic or latino 2 1 NA NA 4 1 4 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.352434e-06 5.201668e-07 37.037037037037 37.037037037037 0 18.5185185185185 7.40740740740741 11.2922903 NA 10.2984801 5.9901403 5.5226365 11.1954106 8.3299909 7.0896772 8.5621646 15.4441832 8.0986654 7.0407675 8.5381373 NA 9.2795012 8.3426574 4.7373731 6.0654301 4.9376740 9.2965283 3.8266400 0.7677395 13.1899010 9.1813764 11.6411927 1.1827559 10.5621645 10.4313067 10.8529997 NA 6.0407675 9.2125703 6.4774070 13.9204559 9.9055935 9.1514530 12.0129051 10.1478488 8.9509705 11.7330519 7.2162094 NA 13.3302295 9.0438730 -0.8173077 10.7573796 11.9491100 12.3849099 7.0896772 NA -0.8173077 4.8552123 1.1827559 14.8076937 15.2371994 12.2103604 10.1031389 12.9274097 3.6422164 -0.8173077 6.4865664 9.3312627 8.6786410 10.7426411 9.9426743 0.9269103 16.3369614 17.8266601 11.6486075 5.1827876 4.3527091 4.2271789 12.1253006 4.5047157 9.4854250 5.0654301 11.6292414 10.4658744 9.5425357 16.5303209 9.1757244 7.6786410 6.3120697 10.7229142 NA 10.5659503 12.1829498 9.0745697 12.0432911 12.5403381 0.1828194 8.4425293 11.4055810 6.9309786 NA NA 6.6525912 7.4307135 7.5664902 9.6625664 10.7611588 10.6771417 2.3527020 1.1827559 7.0156760 NA 11.0677197 9.1485704 12.7298011 11.5134229 9.9392673 10.5873955 NA 6.6174146 13.3870515 7.9208786 11.0136974 9.9098556 10.5864959 10.0333167 9.2285458 11.7507422 5.7373758 2.1827876 11.3946744 9.0438730 11.9921523 10.1090821 9.2502205 11.8712550 2.1827876 10.0395384 8.8918700 1.7677395 11.5561950 3.0896846 0.0000000 0.0000000 0.2090600 0.3538000 0.0439090 0.0017075 1.1079000 0.1453400 0.0681620 -0.0624320 -0.0624320 0.2583400 -0.0828930 -0.0834240 0.0022626 0.0022626 -0.0746360 -0.0746360 0.2307500 -0.0720990 -0.1287100 -0.1287100 0.0677060 0.0311900 -0.0329530 -0.0329530 0.8206600 0.2073700 -0.0082574 -0.0082574 -0.0082574 0.0000000 0.0000000 0.0544200 -0.1538400 -0.1538400 -0.1538400 -0.1538400 0.0777630 0.0777630 0.0777630 0.0777630 0.0106780 0.0439090 0.0439090 0.0439090 0.0595530 0.0681620 0.0681620 -0.0624320 -0.3932700 0.0022626 -0.0956070 -0.0956070 -0.0956070 -0.0806320 -0.0746360 -0.0720990 -0.1287100 -0.1287100 0.0549900 0.0549900 -0.0426600 -0.0386710 -0.0386710 0.4351800 0.0568420 -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 -0.154 0.055 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 -0.154 0.055 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 1.5047221 7.3726109 10.2044601 11.2502204 11.6733863 10.3056141 10.4507432 7.5047141 10.9985696 9.2258133 0.7677395 2.6422164 7.0776041 9.7024224 10.1179511 14.0988521 3.6474527 11.7836282 7.2542482 8.7839627 6.6257293 10.4507432 0.1828194 10.6027463 4.9901425 8.2403177 7.0593034 9.7882656 7.3055109 5.9641468 0.1828194 7.9509040 5.4307135 8.2134532 9.8498976 9.0971712 6.9038855 2.7677395 4.5403373 NA 5.468189 10.786876 12.691018 11.960863 11.986917 10.998169 11.403164 12.010327 8.664586 11.065811 9.660544 10.577249 5.029780 12.182950 9.827544 11.844342 13.287165 8.491125 1.990156 9.826642 11.1380727 12.0794969 11.3268070 2.8832298 11.6239147 10.7131924 14.2902884 9.6080019 8.5751035 9.9715045 11.7972659 8.5815298 8.2702491 10.1347993 9.1528920 4.9376740 11.1546888 8.3146431 7.2217050 13.3302295 10.7573796 10.3357047 10.1031389 5.9107063 6.5403373 11.6486075 3.9376740 0.7677395 9.1714708 9.4460552 12.0432911 12.5403381 10.9372561 11.4055810 11.3713749 9.6184564 6.0282752 5.9641468 9.9369721 8.8063750 10.8987481 5.4116059 5.3922384 11.0677197 11.3454921 10.5873955 12.0241538 9.8002536 10.0654291 9.8640245 8.4956692 10.0539213 2.9901380 3.0954350 9.2258133 9.0071719 9.9649653 10.1135234 10.8569784 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 & neck squamous cell carcinoma 40 NA 0 white not hispanic or latino 2 2 NA NA 3 2 1 2 3 3 0 0 6 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 6 0 0 0 0 7 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 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 4 5 0 5 0 0 0 0 0 0 0 4 0 6 4 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 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 6 4 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 7 0 0 0 0 0 4 0 0 0 0 9.467036e-06 3.398423e-06 9.57446808510638 21.0106382978723 14.6276595744681 34.3085106382979 20.4787234042553 9.4180748 NA 11.2344253 3.7201581 3.8852229 10.7728099 2.1352065 4.7632256 8.1124770 14.3134658 7.5181157 8.8742105 6.9611672 0.2607483 9.5314127 7.7711626 4.9611695 2.6757708 10.8456904 9.0322174 3.7632310 0.6757256 11.0346913 4.7842893 12.6485658 -1.3240938 11.0139447 10.2817079 10.9706733 3.2074556 5.9795452 8.2888181 0.2607483 13.5617477 8.4847295 11.1510682 11.2303543 9.0399000 8.0809070 10.5698253 7.2187976 -0.3242744 10.9948730 8.5399517 NA 10.9378603 8.6841100 13.5640806 8.2830958 NA 0.2607483 5.1187086 2.9976898 14.3142508 13.8688156 12.6029832 10.5114211 13.2440779 -0.3242744 0.2607483 4.8456908 11.2738179 9.3977191 11.0600095 10.5173298 3.8711142 16.3274899 17.1038066 12.9111066 7.2341861 3.2607333 -1.3240938 11.2022647 5.2607295 7.1145576 6.1020303 12.0943863 10.8406724 10.5360765 15.1403112 9.9623232 7.3831245 3.7201581 9.7015971 1.2607483 9.6168131 12.4153351 10.8255126 11.2344253 12.1465514 -1.3240938 8.8216975 10.1083074 6.4701805 NA 0.2607483 7.8229704 5.3051206 6.9472290 9.4782818 9.6918773 10.7468926 6.1433710 4.2607258 3.5337502 NA 10.3925849 9.6827927 13.0805079 11.0793101 8.9747903 9.0745092 2.5826523 4.5584085 12.6737388 8.1351973 10.7109082 8.0156152 11.8853802 10.8626473 6.7842893 10.0893934 4.4571280 2.1352065 11.0880706 7.9726817 11.8071402 10.6559050 7.9976938 11.2971305 3.3196179 9.5517682 9.1041256 NA 9.3570039 0.9976898 -0.01725400 -0.01725400 0.03087300 1.55390000 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 -0.00277070 1.19100000 -0.01972600 -0.54361000 0.00889200 0.01781100 0.02496900 -0.01725400 -0.01725400 -0.01725400 -0.68415000 -0.68415000 -0.68415000 -0.68415000 -0.69006000 -0.69006000 -0.62893000 -0.62893000 -0.68040000 -0.68405000 -0.68405000 -0.68405000 0.81025000 -0.68451000 -0.68451000 -0.04430300 -0.69197000 0.02102800 -0.43951000 -0.43951000 -0.43951000 0.00000000 0.00000000 0.00155120 -0.01697600 0.01321300 -0.68013000 -0.69422000 0.00903120 -0.71631000 -0.71631000 -0.70997000 0.00083195 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 0.670 -0.685 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 0.670 -0.685 0.000 0.000 -0.692 0.000 -0.572 -0.398 NA 6.9284307 11.3137488 11.2555528 11.5805882 9.6101934 11.8318485 3.8852229 10.2991897 8.1474405 1.4831063 6.8655898 10.4935486 9.7256140 10.8997671 12.8788075 3.3373971 10.8800309 9.6087183 8.6530597 5.9236935 11.8318485 -0.3242744 10.1316063 4.1351983 7.7494786 7.3865721 8.4439497 9.4296089 6.1676189 1.8456707 6.9093855 5.8356361 7.4036861 10.1706210 9.2775362 7.4002792 1.4831063 1.4831063 0.2607483 5.0156135 10.4778778 10.8232407 7.4831201 11.9746872 11.3947263 10.5595542 12.7393290 7.5614621 12.6651599 8.0377095 10.7324032 5.7257221 12.4153351 9.1636054 11.2941509 12.2092765 12.5514188 6.1351962 10.7963273 12.6551906 11.4554848 8.4911488 1.9976898 12.1810808 11.6777014 14.2681915 6.7685231 9.9111813 9.4999286 12.1155963 9.6026989 9.2644801 9.9242861 9.3481908 10.8456904 10.6883899 9.1413319 6.5212549 10.9948730 10.9378603 9.1135174 10.5114211 4.1351983 6.3552454 12.9111066 5.1351983 -1.3240938 10.0846258 11.1166346 11.2344253 12.1465514 11.3089878 10.1083074 12.3597469 10.0382573 6.8556746 -1.3240938 9.7140604 7.4520007 10.3972919 5.8556733 5.2303529 10.3925849 11.9504348 9.0745092 12.8064969 10.1171535 11.0291880 8.6458713 7.8556746 10.7800366 0.2607483 NA 6.5337471 8.1805845 10.8472550 9.3348695 11.3581017 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 & neck squamous cell carcinoma 135 1964 6 white not hispanic or latino 2 5 NA NA 3 4 3 2 3 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 1 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 4 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 8.287991e-06 2.150023e-06 10.3559870550162 20.7119741100324 9.38511326860841 42.3948220064725 17.1521035598706 10.6505233 NA 10.7756177 -0.1921505 1.6823935 10.4879775 4.6986797 7.8882842 7.2591218 16.1768267 7.2782311 7.9474622 7.4372677 NA 8.3222964 8.4990729 5.8634826 4.4517650 5.0303052 8.9853305 2.8668091 2.0303008 7.2453160 6.0994656 10.9268521 NA 11.2639232 10.7160534 10.2553387 0.8079319 3.2673410 8.1066153 NA 13.0157897 7.7851909 10.0108512 10.9880274 8.7027289 6.7813689 11.0218253 -0.7769482 1.2229282 13.3612604 7.6365768 -0.7769482 8.0367297 3.7586869 12.5547053 5.5716768 NA -0.1921505 4.5805013 4.1536838 15.0240624 15.3652094 12.8261031 9.8936048 13.6197874 NA 3.1298435 2.3928669 8.7775374 9.1698549 10.8858394 10.3298386 4.2890377 16.0104558 17.2690521 12.3436724 NA 1.6823935 3.6823823 11.3180159 -1.7769482 7.0494968 6.2997648 11.3432334 10.5669670 10.3477161 15.0293975 9.9585046 5.0303052 6.8775848 9.7596815 -0.1921505 9.9068204 10.8513599 12.0613646 11.2918947 11.4455925 0.8079319 9.0824833 10.7744165 8.5358313 NA -1.7769482 6.6285578 7.8284279 8.5605705 9.4505644 11.7914985 10.2317274 5.5267293 NA 7.9024288 NA 11.8001413 8.8622893 12.4800417 11.2380151 8.9431158 10.0475096 NA 2.6823710 13.7310528 8.9190468 11.0929279 9.8097884 10.3268691 9.5963629 7.7107885 10.2112782 2.6823710 2.3928669 11.6336649 9.3044321 12.2283977 10.9350456 8.7832815 13.3067603 3.8953705 9.8027548 8.7994328 NA 9.8927195 0.2229282 -0.3726600 -0.3726600 0.4686500 0.2176300 0.6563000 0.8418300 -0.3516500 0.0090587 1.1545000 0.7093000 0.3870400 0.3948200 3.6569000 0.8145800 0.4453100 -0.3966200 -0.3797500 3.6569000 0.6575900 0.0414860 -0.7541600 -0.0124110 0.0047464 0.3486300 0.3346700 0.7217200 -0.0366470 0.1278800 0.0059974 -0.3687000 0.0174260 -0.3726600 -0.3726600 -0.3726600 0.7625900 0.0181310 -0.3696100 -0.0049571 0.0079370 0.0079370 0.0349870 0.0349870 -0.3549600 -0.3624700 -0.3681400 -0.4053000 -0.3780600 -0.3531100 0.0030796 -0.8587500 -0.3380000 -0.0130990 0.3848900 0.3777900 0.0000000 -0.3850800 -0.3794100 0.3687400 -0.2898500 -0.7541600 -0.7711300 -0.7756500 0.0047464 -0.0584350 -0.0584350 -0.0608560 0.0069710 -0.3829900 -0.3883300 -0.0377350 -0.3768200 -0.2593600 -0.2593600 0.1278800 0.378 0.378 -0.379 -0.379 0.658 0.658 0.000 0.000 0.000 -0.350 0.000 0.000 0.342 0.335 -0.033 -0.351 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 0.656 0.288 -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 0.658 0.658 0.000 0.000 0.000 -0.350 0.000 0.000 0.342 0.335 -0.033 -0.351 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 0.656 0.288 -0.365 -0.365 0.000 0.000 -0.384 0.003 0.000 0.000 -0.259 -0.131 NA 6.6946239 11.0909994 9.8695073 11.2556831 10.2856693 11.0086054 1.2229282 10.7280157 5.8228601 -0.7769482 5.8740002 8.0092184 11.2418442 10.4201653 12.6045591 3.5020505 11.6914454 9.5930910 8.7420146 7.9129468 11.0086054 NA 10.2477419 7.4637401 8.6367667 7.4226207 7.4944116 8.4775401 3.6823823 1.0303361 7.7306440 3.1771524 7.9644154 11.0022575 9.3966258 7.3752332 -0.1921505 2.8668091 -0.7769482 9.0886817 11.4210866 11.7299924 11.4127731 12.2422787 12.8380609 11.3776085 11.0177705 11.8208847 11.2681963 12.2910550 10.6994416 4.5836635 10.8513599 13.2377972 10.4034794 12.9487238 9.8613844 1.2229282 11.0022575 10.7932786 10.9938189 13.9083818 2.0303008 11.6866007 10.2873545 14.4588306 8.0494968 10.0347246 9.7980150 13.0314603 10.1147854 9.6093500 9.7760979 11.7369228 5.0303052 9.8168066 8.8856171 7.6554907 13.3612604 8.0367297 9.2843198 9.8936048 6.3828194 7.4127731 12.3436724 -1.7769482 -1.7769482 8.7582239 10.2480881 11.2918947 11.4455925 10.7379091 10.7744165 11.3399422 9.0723537 4.6152633 -0.7769482 8.6358781 8.1536858 11.1948513 6.7698431 4.7307432 11.8001413 12.2195103 10.0475096 12.9859534 10.7664638 10.2849947 10.0447225 7.8339735 10.0487024 4.5805013 -1.7769482 7.7445493 9.9786207 9.7616225 8.2243568 12.6800088 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 & neck squamous cell carcinoma 66 1963 0 white not hispanic or latino 3 1 NA NA 4 1 4 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 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 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 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 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 5 0 0 0 0 2.392767e-06 1.179045e-06 25.9615384615385 18.2692307692308 2.88461538461538 26.9230769230769 25.9615384615385 10.26510550 NA 10.31931885 2.97335412 7.04482140 10.10328623 6.27714045 5.72824707 8.72490329 16.20115287 6.67379949 7.59906780 8.26798002 -1.02649893 8.96771274 8.80624929 4.58806696 6.12310538 8.98318801 7.91293842 1.78073004 NA 11.36835776 5.14328320 10.97194972 1.55831662 10.73740149 10.32153412 10.79792030 NA 4.18281146 9.01231949 NA 13.79423627 9.78553649 9.21772317 11.44959919 9.04750076 7.55832198 11.08449491 5.44909251 NA 10.74691063 9.70891523 -0.02664588 12.07599116 6.15356622 12.20022297 6.53560199 NA -1.02649893 4.33090971 0.55836561 15.48579018 16.14789909 12.39896857 10.92427963 12.66401205 -0.02664588 NA 5.10264134 11.38725159 8.61901787 11.22158338 9.60817035 -1.02649893 18.28411404 19.68365364 11.23339666 NA 2.29528222 1.97335412 12.57036426 NA 9.93697782 5.41630268 10.70494984 9.89891377 10.28340395 16.64406392 9.19615407 6.06082128 4.49692247 11.02830268 -0.02664588 10.90557399 12.52585546 6.90409628 11.59632619 12.11259084 NA 8.44503430 10.95421289 6.09230048 NA 2.67380514 5.86817806 6.05017516 6.71482660 9.14077738 10.43739442 11.41889150 1.29531161 NA 7.39962400 NA 11.48684015 8.40171963 13.18562765 11.83522159 9.61047307 11.20217795 NA 7.03405501 12.61495949 8.24248580 11.35219597 9.62530794 9.86019138 9.82316308 9.76777512 11.45162330 3.83134018 0.55836561 9.57141174 9.37743635 11.80010636 10.04549184 9.34948471 11.78734084 2.55831662 8.77252770 8.94346514 -1.02649893 11.20247851 1.55831662 -0.03803400 -0.03803400 0.28596000 0.00110930 0.00110930 0.00202830 0.00202830 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 0.12388000 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 -0.00332430 -0.60825000 0.00110930 0.00110930 0.00110930 0.00202830 -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 -0.01931400 -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 -0.007 0.286 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 -0.007 0.286 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 1.295312 7.846804 10.626204 11.700854 11.309866 10.905943 10.477185 10.505228 11.166885 8.766150 -1.026499 2.880255 6.249483 9.770210 10.453645 13.788442 4.476388 11.932274 8.702980 8.989499 6.060821 10.477185 1.780730 11.073693 4.927555 8.141605 7.531780 9.985984 6.793857 5.631570 NA 8.548880 3.973363 9.208177 9.378501 9.479171 7.081884 3.295282 6.060609 NA 5.29528589 11.59403730 11.23515741 11.58760900 11.92427963 10.39384583 11.34431905 10.93444713 7.96204401 10.52218113 6.69445818 10.38645822 4.45103963 12.52585546 9.06611638 9.62889004 13.00316153 9.14703647 -0.02664588 9.03540534 10.758812 12.018607 12.077467 -1.026499 11.046497 10.509121 14.690044 9.739888 8.473205 9.097481 12.142815 8.642103 8.281698 10.665103 8.930461 8.983188 10.404334 8.293032 7.524106 10.746911 12.075991 10.285108 10.924280 5.880250 6.818849 11.233397 1.780730 -1.026499 8.994339 8.422508 11.596326 12.112591 11.050175 10.954213 11.216236 9.309866 3.432786 2.880255 10.189293 8.074022 11.251518 5.984587 4.588067 11.486840 11.623289 11.202178 12.324575 10.406945 10.214151 9.273712 7.182812 10.654598 4.221289 -1.026499 4.558323 8.603408 9.720713 9.713983 10.100709 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 & neck squamous cell carcinoma 108 1952 NA white not hispanic or latino 4 2 NA NA 3 2 3 2 3 3 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 0 0 0 0 1 0 4 0 0 0 0 0 7 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 6 4 4 0 0 0 4 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 4 0 0 0 0 0 1 0 0 0 4 4 0 0 0 0 0 0 0 7 0 7 0 0 0 0 0 0 0 4 0 0 0 0 6 4 0 0 0 4 0 0 4 0 4 4 0 0 0 0 4 0 0 7 0 0 0 5 0 0 0 7 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 7 0 0 0 0 0 0 0 0 6 0 0 4 0 0 4 0 0 0 0 2.777691e-05 8.357347e-06 4.46768060836502 14.638783269962 12.9277566539924 40.3992395437262 27.5665399239544 8.5254382 NA 11.5719806 -0.8648592 2.7202347 10.8972357 7.7462940 6.3831962 8.7416743 14.8070589 7.5678108 7.4884162 7.6450438 NA 7.2542104 8.9838920 5.0025495 4.2227350 11.8370087 8.8708252 3.4928274 2.5275959 5.3926574 3.5275833 12.1019548 NA 10.3760604 10.4484356 10.1741880 0.1352722 5.4113923 9.4858547 NA 14.5505322 8.0556219 8.7300696 11.4594496 12.0647124 5.3640891 10.5122084 3.9932486 0.4572265 12.6147336 9.0571101 0.7201909 11.7557180 6.7873254 11.7399381 6.1239538 NA NA 4.4020536 2.5275959 15.0381731 14.4354572 12.5670689 9.8313673 12.9604266 NA 1.1352722 5.2013594 10.9001407 9.2040473 11.1944445 10.1840965 2.8821148 16.7189138 18.8778903 12.3269452 NA 2.2227427 1.1352722 12.3665653 NA 8.2107483 4.7351810 11.3593281 10.1690362 10.0064042 15.4826655 9.6059280 3.1352722 3.1796703 10.5820939 -0.2798091 10.8767361 12.0843370 8.9223555 11.3712833 12.0699735 NA 8.7970470 10.9082022 8.1394894 NA -0.8648592 7.7520568 5.5698981 5.2013594 9.9780122 10.6082137 10.1830747 6.1239538 NA 8.2267046 NA 11.6276230 9.4509848 12.8556202 11.5094935 9.5983285 9.2850163 1.7202347 3.4206710 12.9018497 9.3736739 11.3754641 9.9897479 10.6999212 10.4291114 8.5854493 9.9717140 4.3447220 0.7201909 11.9210280 8.4458819 11.7933690 10.7575498 9.6534304 12.2870784 2.2227427 9.8131780 8.8059254 5.6430625 9.4922712 3.1796703 0.01796300 -0.57009000 1.12120000 0.00013863 0.00013863 1.21740000 -0.00470790 -0.00678130 0.00263570 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.586 0.000 -0.586 0.539 -0.053 0.000 0.000 2.757 -0.157 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 NA 7.4571970 10.4142992 11.0502148 10.5067735 9.9434288 10.3867515 1.9426083 10.8629768 4.5446585 1.1352722 5.6110012 8.6705444 11.2276959 10.6470218 12.6526309 3.1487389 11.8290827 10.3923622 9.0344826 7.2490110 10.3867515 -0.8648592 10.1700680 4.9034529 8.8310542 7.2147543 9.8213319 7.9971004 3.1352722 11.5944445 7.8951075 5.9554477 7.5232867 8.6637232 9.1182626 6.5947008 4.3640891 6.9586362 3.689858 4.942622 10.755031 11.480253 11.131743 12.470799 8.615049 10.497213 11.266965 9.536149 10.872728 8.378443 10.689618 4.500369 12.084337 11.259229 11.174702 12.250892 12.153382 1.942608 10.803268 9.9341458 12.1035759 11.7110446 -0.2798091 11.7788998 9.7727997 14.8594488 10.8127685 10.2467309 10.0266731 12.5743857 9.2435844 9.4373368 10.0847311 9.8125483 11.8370087 11.4621199 9.8204558 11.3515603 12.6147336 11.7557180 10.2309958 9.8313673 6.0600820 9.8291915 12.3269452 6.8631889 NA 9.0741136 10.2671261 11.3712833 12.0699735 11.2037115 10.9082022 11.5088140 10.1635205 NA -1.8645965 9.4655474 9.3339168 10.1932608 10.3039412 3.0421540 11.6276230 11.7622329 9.2850163 12.0986167 10.4067321 10.5350810 9.6089748 7.9329305 10.2356029 NA -1.8645965 7.6549052 8.5904422 10.3011182 10.0125532 11.8212223 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 5 NA NA 3 4 3 3 3 3 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 4 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 4 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 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 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.000 NA 7.105061 10.645111 11.872058 11.432286 10.041063 10.477181 2.588109 10.068110 5.807795 1.147567 4.247077 8.019670 10.281971 10.952367 14.895573 3.121546 11.385267 7.821989 8.873548 8.196615 10.477181 -1.659723 10.470438 5.012613 8.726321 8.279769 9.176240 8.056255 5.222832 -1.659723 7.303086 5.530015 8.711966 9.756459 9.865710 8.290016 2.588109 4.147543 NA 7.857859 9.180968 11.305420 12.202730 11.758833 9.135418 10.868399 11.763962 9.031061 10.662399 8.384584 11.384242 5.527937 12.998378 9.281971 10.749846 12.049856 11.640113 5.068112 10.600227 10.69416337 11.56313539 10.82526411 2.14753465 12.15356999 10.14593342 15.19055885 8.64282863 8.94381586 9.64225734 12.44585261 10.28551631 8.70322912 9.87546493 8.68115230 11.45653353 10.97907795 10.41900758 10.31889999 12.34018957 11.09005901 10.02843986 10.13135244 4.99840314 9.33736902 11.86778877 0.66211433 -0.07491205 9.81642947 9.86179009 12.61128781 12.33992539 10.74772289 11.68504029 11.00752294 8.74106918 2.24707683 -1.65972260 9.22625949 8.50710602 10.47172510 9.56840706 4.66212003 10.49469131 11.48548494 10.81971727 11.89741394 10.40223570 9.98224124 9.01614667 6.84003515 10.23841310 5.24708063 0.92516393 8.15877175 9.70240197 10.30813626 9.86326141 11.45214027 7.56660208 10.57410879 5.70651121 TCGA-CV-5430 61 0 NA 4241 head and neck stage iva t4a n2a NA male 1999 NA yes head & neck squamous cell carcinoma NA 1955 2 white hispanic or latino 1 4 2 2 3 4 3 3 3 3 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 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 6 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 4 0 0 0 0 0 0 0 0 6 0 0 0 0 3.343801e-06 1.253925e-06 16.374269005848 39.766081871345 5.26315789473684 19.8830409356725 18.7134502923977 10.147007718 NA 11.169532903 NA 0.007482576 10.872029409 6.658508562 8.062738573 8.811587269 15.358291945 8.577312124 8.043629944 6.721702123 -0.992517424 8.854513742 7.961652844 5.748922736 7.250630034 3.329381966 9.928553461 0.007482576 3.466888100 8.421084410 11.380321389 12.315226366 NA 10.004635796 10.479639423 10.449363073 1.592397235 4.007455665 8.740115681 -0.992517424 12.702031873 8.588656927 9.880715826 11.902842256 9.557241010 7.425309072 11.154979264 4.814811869 -0.992517424 11.761299819 8.662092250 1.329410671 13.943404040 2.814816995 12.296034064 5.546613608 NA 0.007482576 4.814811869 1.814796491 14.500965633 14.890454421 12.538837781 9.673680259 12.409002550 4.466888100 3.255379874 5.483190205 11.135772956 9.433721046 11.244965051 11.056283771 0.839314663 12.336692073 17.854718644 11.611777911 -0.992517424 1.814796491 3.007464636 11.866991099 NA 7.827635501 3.466888100 11.406950560 11.029130386 10.203443568 15.328855996 8.986166862 6.636813101 2.466888100 11.052533409 -0.992517424 10.245263782 11.931515385 10.962016170 11.960561483 11.399773729 -0.992517424 8.719983233 11.962379622 6.373778695 NA NA 6.226915001 6.187365931 5.665668480 9.903031640 9.377053669 10.010271293 8.004635656 NA 8.477098077 NA 10.736227207 8.347306444 13.070682865 10.760673049 9.660328262 9.956553452 NA 4.814811869 12.639542740 8.772327772 10.230251176 10.958741051 10.736881679 9.281822719 8.433721046 9.890099323 4.466888100 1.007482576 11.346471183 9.203443690 11.336131276 10.629508168 9.707028793 11.084605852 2.177375683 9.291644305 10.647249203 0.007482576 9.608298444 2.329381966 0.3053700 0.3088900 1.0113000 -0.0237030 -0.3863800 0.7284800 0.3209300 0.3512000 0.2381400 1.6721000 0.8591800 1.5089000 -0.8066600 0.1515900 -0.3866000 -0.3516800 0.3665700 3.6569000 1.6889000 0.3764400 0.4576800 -0.0314960 -0.0309710 0.4039400 0.0029133 0.0029133 0.5461200 0.5570800 0.0101410 -0.3842500 0.4423000 0.3053700 0.3021800 -0.0503700 -0.3906300 -0.3906300 -0.3969700 -0.3969700 0.3023400 0.2479300 0.2692300 0.2692300 -0.0673240 -0.3863800 -0.4055000 0.0000000 0.9791500 0.2381400 0.2381400 -1.2729000 -1.1830000 -0.3866000 0.3838600 -0.0188370 -0.0188370 -0.3743700 -0.3907000 -0.3768500 -0.4095900 -0.4032900 1.0352000 -0.0206870 -0.0378980 -0.0705360 -0.1299200 0.4039400 -0.8501900 -0.0096806 0.0372170 0.0372170 0.2812100 -0.3250700 -0.3291300 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 -0.329 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 -0.329 0.000 NA 6.6727916 10.8965800 10.9868815 11.1792586 10.6133988 11.0179845 5.8654364 11.3271285 6.5231557 5.6656685 0.5924451 7.8592055 10.3078088 10.2476514 13.4341797 3.5435083 11.8367826 6.3997744 8.6251258 7.3203394 11.0179845 NA 11.3183531 4.2928554 7.7687752 6.0186831 10.1985155 6.9673427 2.5924212 5.1572054 7.2789196 5.8654364 8.8228397 8.2577546 8.5152508 7.6221661 2.7079002 3.0074646 4.5924212 4.9381917 8.7268452 11.8505785 12.3183531 13.0568795 9.6930811 11.5461303 10.3611546 7.6073695 12.4262313 9.1015340 10.3922400 4.8111987 11.9315154 9.4545395 11.7139524 14.0582450 9.7191234 0.5924451 12.0518505 10.593827040 12.324303514 12.600730726 2.329381966 12.398028365 10.281834424 13.948135139 8.996140988 9.213249576 10.620785427 12.090104379 9.493134722 8.713088837 9.473022794 10.005341456 3.329381966 11.033633953 9.647701254 8.620324678 11.761299819 13.943404040 10.436339891 9.673680259 7.131577138 7.297474828 11.611777911 5.094920090 -0.992517424 9.434769155 9.759836931 11.960561483 11.399773729 10.338373156 11.962379622 11.280377629 9.212027448 0.007482576 7.274243022 9.824767853 7.592418914 9.555314813 7.697454136 5.029823893 10.736227207 10.931526539 9.956553452 12.580274964 10.343404935 10.023568218 9.047746128 6.264844153 10.953997126 4.840347411 1.329410671 9.568744305 10.084138296 10.085607096 9.329384433 12.290834108 7.868542938 10.729409932 5.466888100 TCGA-CV-5431 73 1 522 NA head and neck stage iva t3 n2c NA male 2000 176 yes head & neck squamous cell carcinoma NA 1955 9 white hispanic or latino 2 5 1 1 1 4 4 2 3 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 4 0 0 0 0 0 0 0 0 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 4 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 4 0 0 0 0 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 4 0 0 0 0 2.392767e-06 9.70978e-07 32.3232323232323 22.2222222222222 1.01010101010101 24.2424242424242 20.2020202020202 10.93822219 NA 10.81855829 0.67726016 3.55177439 10.63537196 1.41424380 7.32596020 8.15573507 16.02077758 7.65839431 8.04362502 7.57212038 NA 7.85056317 9.05378988 4.87370002 5.96270402 5.55177131 8.20347575 1.89967836 0.67726016 11.76609090 5.20086526 11.32175986 NA 10.44548701 10.51598135 10.27969229 2.26225273 3.34026316 8.78340329 NA 12.49121744 8.11193115 10.40175972 11.48733867 7.45428366 6.95032143 12.38466181 NA -0.90779256 13.33469557 8.62177058 3.26226777 10.13536749 5.85654754 12.15016272 7.06388363 -0.90779256 NA 3.67730527 -0.90779256 15.39210269 16.05604582 12.91698771 10.38466181 13.30468456 0.09234277 NA 5.26226401 10.82068589 9.41426833 11.24747464 9.76122509 2.85893584 15.89637033 17.66199185 13.49781407 NA 1.41424380 1.41424380 11.60186780 NA 7.90612155 5.02307789 11.59448575 11.08350765 9.94954369 15.41827800 9.76211108 2.41427086 3.73619355 10.62274654 0.09234277 11.01083074 12.03191020 11.79991499 11.84472083 11.55841665 -0.90779256 9.05523606 11.22997178 4.76476546 NA NA 8.35231891 6.99923111 4.41427086 9.58719582 10.15033195 10.24905536 1.67730527 -0.90779256 6.09234065 NA 10.71347630 9.38466181 12.73946126 11.72078570 9.05284896 10.72397197 0.67726016 2.55176209 13.16597969 9.03778413 10.79840440 8.44548711 10.59684143 9.90961172 6.54355156 10.20412788 3.09234277 0.67726016 11.33997106 8.57615590 11.99546887 10.17182493 9.51335296 11.30908601 3.99923336 9.22652250 9.10775534 NA 8.68479735 1.67730527 0.39944000 0.23783000 0.84672000 0.28216000 0.28438000 0.00388540 0.00388540 1.42240000 1.53350000 0.11829000 -0.12836000 0.50116000 0.51350000 0.53478000 0.54912000 0.01359500 0.04627500 3.16260000 2.01330000 -0.00013862 1.78950000 1.90740000 0.01502800 3.65690000 -0.00553750 -0.00553750 0.00861350 0.11609000 -0.01037000 -0.01037000 0.59440000 0.30314000 0.23783000 -0.28596000 -0.29040000 -0.29040000 -0.28608000 -0.28608000 -0.27274000 -0.27274000 -0.27559000 -0.61201000 -0.27918000 -0.28001000 -0.28001000 -0.28001000 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 -0.00199530 0.02468900 0.02468900 -0.08731400 -0.07254100 -0.00553750 0.01593200 -0.30334000 -0.26300000 0.04799600 0.04799600 0.02862200 0.000 -0.261 -0.284 -0.284 1.131 1.131 0.000 0.000 0.000 -0.267 -0.267 -0.191 0.000 0.000 0.000 0.155 0.155 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 -0.267 -0.267 -0.191 0.000 0.000 0.000 0.155 0.155 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 NA 6.61590178 11.16848773 11.23954507 11.10705808 10.15842931 11.82217330 0.09234277 10.93036220 8.79277988 -0.90779256 4.95031910 7.62761559 11.20933383 10.23253089 12.99160268 3.12796338 10.82450757 7.61981721 8.58212805 8.28955693 11.82217330 -0.90779256 9.85721172 4.73619896 8.45859691 7.24715850 8.97498324 8.44901242 3.61589884 1.67730527 7.78930801 5.55177131 8.38696093 9.74876512 9.73077614 7.66219553 3.84722526 2.41427086 NA 7.354435 12.951390 12.961056 11.079604 16.706727 10.978418 10.550234 11.424936 8.460847 12.204617 10.002983 10.968857 4.753407 12.031910 11.685031 10.690858 13.177930 9.182453 5.721698 10.645489 10.4063569 12.2473165 12.6980512 1.4142438 11.8121568 10.2907852 14.5682626 8.0667549 9.5207004 9.9323313 12.6788281 9.5344854 8.2747346 10.1804659 9.5196530 5.5517713 10.9045174 8.6602962 11.4779330 13.3346956 10.1353675 10.4851942 10.3846618 7.5680739 8.7343919 13.4978141 2.9992243 NA 9.3509063 10.7171357 11.8447208 11.5584166 11.1404864 11.2299718 11.8091596 8.8621780 -0.9077926 NA 9.3175356 8.2008648 11.2833994 11.0078461 3.3402632 10.7134763 11.3559028 10.7239720 12.4511287 10.3127185 10.1126257 10.3169449 7.6847970 10.3667184 1.6773053 -0.9077926 6.4586625 10.4028450 9.8091596 9.4932196 11.5553536 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 & neck squamous cell carcinoma NA 1950 0 white not hispanic or latino 2 4 3 1 3 2 3 1 2 1 0 4 0 0 0 0 0 0 4 7 5 0 4 0 0 0 0 0 0 0 4 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 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 0 7 4 0 0 4 5 0 0 0 5 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 0 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 0 0 0 0 5 0 0 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 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 7.733146e-06 2.947612e-06 8.94568690095847 16.9329073482428 9.90415335463259 36.4217252396166 27.7955271565495 8.7521311 -0.6700154 10.1414408 0.9150237 3.2369518 10.1015557 5.9150284 3.7223786 9.3286565 14.2327710 7.8692249 7.8179059 8.6699161 NA 8.6429492 9.9539476 4.6154693 3.4175285 8.1048535 7.6154685 2.6520046 3.1374216 7.9225232 7.5049921 11.1073214 NA 10.2241260 10.7452798 9.9954021 1.6520046 0.9150237 7.6432213 NA 12.2734967 7.8378606 11.6275499 10.9131490 6.7137700 7.9373962 11.2983730 3.0305127 NA 12.1095803 7.6654567 0.9150237 11.4072157 3.2156475 11.4603149 5.5779937 NA -0.6700154 4.1880448 1.3300420 13.7292099 13.9979888 12.6333960 10.9698590 12.0167855 NA NA 3.3300707 11.7497631 8.3496568 12.2092665 9.9639695 NA 18.5193478 18.7846004 9.4307285 4.9150284 1.6520046 3.0305127 12.2954897 NA 6.9666912 3.1374216 10.3888426 9.5492346 10.8706786 15.4000403 9.4215015 6.0305060 3.7894997 12.4415279 NA 10.1669056 12.4874131 7.7436940 10.6223878 11.2718474 NA 8.8179062 9.9971776 7.3412938 NA NA 8.7422973 4.0305038 5.1374216 9.1676941 9.8209170 11.0239887 4.2369594 1.3300420 7.5684707 NA 10.0891220 7.2667041 12.1120405 11.6576188 9.5891032 10.2165248 0.9150237 NA 12.8378608 9.0408727 11.0945231 6.7563308 10.1771235 9.2299214 7.2248844 10.2987330 2.6520046 0.3300994 8.9954020 7.9594230 10.7786988 9.6038618 8.9685021 11.1015557 1.6520046 7.6963882 8.7094447 NA 11.0622336 1.6520046 1.016800 0.124910 0.690380 -0.474640 0.287860 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 0.011145 0.010564 -0.112340 3.656900 0.975430 3.656900 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 -0.232640 -0.215650 -0.215650 -0.404640 -0.224040 -0.224040 -0.754520 -0.237650 0.672330 0.672330 -0.215520 -0.716930 0.279000 -0.020275 -0.020275 -0.230980 -0.226870 -0.701360 -0.028208 -0.463870 -0.463870 1.118800 1.171800 0.018523 0.398940 -0.480500 0.615520 0.210240 -0.734330 -0.515680 0.126090 0.498570 -0.032996 -0.032996 -0.011060 0.000 -0.193 -0.227 -0.701 1.483 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 1.483 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 0.3300994 6.7309456 11.3985086 11.1661165 11.5152513 9.7853935 11.8266703 6.9299791 11.3219422 6.7479190 0.3300994 4.8219194 6.6609828 10.6754714 10.2755100 12.9691807 3.2136894 10.6315623 9.6776876 8.9315028 6.0165676 11.8266703 3.0305127 10.6395425 4.4593464 7.3861617 6.4490066 10.8289154 8.3071457 2.7894997 11.5507468 7.3907623 5.8219194 8.2784332 9.2725806 9.3867038 7.7646945 0.3300994 1.9150237 NA 3.499986 11.159789 11.321932 10.009546 15.692712 8.401529 13.192800 10.698573 6.341294 11.190765 6.071533 10.036562 5.565219 12.487413 9.392112 11.938783 13.240462 10.710527 1.330042 9.409551 9.9336926 12.3988444 10.6892667 0.9150237 11.1240758 11.1142921 14.4147894 10.1613734 9.1406378 8.7874472 11.8915928 9.8290848 8.1081433 9.6212369 10.1138829 8.1048535 11.1011429 9.3662398 7.6920101 12.1095803 11.4072157 11.2574738 10.9698590 6.5588844 6.7976719 9.4307285 NA 0.3300994 10.2548786 8.1470497 10.6223878 11.2718474 11.0178793 9.9971776 11.1589960 8.2248839 NA 1.9150237 8.4037257 7.2842624 10.1089646 7.3356905 4.6154693 10.0891220 11.1934781 10.2165248 12.1428451 10.4747244 9.9548617 8.0200643 7.2065827 9.8279181 0.9150237 NA 7.2958507 8.1497024 9.0356987 9.9364714 10.9131490 6.9594224 10.1130644 4.9739235 TCGA-CV-5434 60 1 3314 NA head and neck stage iva t4a n2b NA male 2000 3295 yes head & neck squamous cell carcinoma NA NA 7 black or african american not hispanic or latino 2 4 3 2 4 1 3 1 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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0.59655355 3.09904267 1.333538 5.278375 11.289457 11.615441 8.493388 10.373532 9.359209 10.714626 11.554861 7.151139 10.726263 7.523341 9.609640 4.769412 12.717321 9.109620 10.026306 12.806461 6.739508 2.011603 9.801936 9.64003358 12.48262806 11.67136092 1.01156720 11.58049413 10.53171548 13.96058570 9.95995515 8.78802104 9.16006452 11.67470127 9.96485316 8.24520756 10.73012084 9.73439548 9.77645952 9.96360113 9.02281526 7.67336632 14.85061949 12.02229089 10.21493602 11.59467073 5.09905109 6.05598300 10.13376887 0.01163876 0.01163876 9.32106425 8.20141234 11.07969444 10.39529227 10.62537744 11.28974699 11.89136264 9.67958654 2.47103134 1.59655355 9.70882490 6.72583384 9.02700306 6.79294773 7.10961965 9.54394395 11.43549176 11.61729899 12.18620163 10.79253776 10.60030265 9.83176690 8.12533029 10.55944650 0.59655355 NA 3.33350961 9.12716482 8.62997364 9.52334063 10.82496836 7.92447702 10.22651419 3.33350961 TCGA-CV-5439 62 1 546 NA head and neck stage iva t3 n2b NA male 2002 501 yes head & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 6 1 1 2 3 4 2 3 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 4 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 2 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 2.947612e-06 1.213723e-06 12.396694214876 14.8760330578512 10.7438016528926 35.5371900826446 26.4462809917355 7.9104820 -1.2058961 10.3715671 0.3790664 1.3791219 10.1194439 6.5754984 6.0702627 9.1702638 16.4643796 7.9130797 7.6552252 7.8895356 NA 9.2318905 8.9703116 5.5490253 5.5754969 10.3332972 8.6111218 1.6015064 0.7941039 5.4945788 4.2203996 11.4556938 3.7010278 10.4284956 10.6270284 10.5356053 NA 0.3790664 9.5190614 NA 12.3030473 7.5689251 9.1058412 11.1398208 7.4594742 3.4380000 12.7756164 1.6015064 NA 10.6972670 8.0133070 0.7941039 13.0396910 8.2279326 12.2725288 5.3940510 -1.2058961 -1.2058961 5.0420664 NA 15.7018036 16.0745312 12.2454783 10.6579375 12.9700777 -0.2058961 NA 2.7010389 9.5795909 8.9876636 10.6353096 9.8802746 -1.2058961 17.1099424 19.2694938 10.3434417 NA 0.3790664 NA 11.8275614 NA 6.2370818 4.7483324 11.2118089 10.1571780 10.0962060 15.3166586 9.4656794 1.3791219 2.9640659 11.3835554 NA 9.6737216 12.5555805 9.5481908 11.6490067 11.7981832 NA 8.2718967 11.0547639 4.0420664 NA NA 5.6889552 4.4665619 5.6143182 9.5237591 8.7130015 10.2759378 0.7941039 -1.2058961 7.8868958 NA 11.6159123 7.8248054 13.0407305 12.4606952 7.3359709 11.2784578 NA 2.8816059 13.0684437 8.2035291 11.1808092 6.4736181 9.6269888 10.0053575 7.3601922 10.4225839 2.7010389 0.7941039 8.3391026 6.5754984 11.7619050 9.4325743 8.9628104 11.6902815 0.3790664 9.1246742 8.3255200 NA 11.7723125 0.3790664 -0.00609040 -0.00609040 0.61462000 0.51786000 0.51786000 0.00930980 0.00930980 0.23380000 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 0.05936600 0.16280000 -0.27953000 -0.25012000 -0.26203000 -0.00609040 -0.00609040 -0.00609040 -0.45758000 -0.45758000 -0.45758000 -0.45758000 0.03919500 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 0.17302000 -0.00318590 0.27253000 0.27253000 -0.56346000 -0.03135900 -0.52859000 -0.51290000 -0.23533000 -0.53571000 -0.29355000 -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 -0.458 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 -0.262 -0.099 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 -0.458 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 -0.262 -0.099 NA 8.532230 10.626633 13.969649 11.773564 11.105603 10.908857 NA 11.674104 7.649007 -1.205896 1.794145 6.508384 9.369678 10.249466 14.686397 3.936553 11.643934 9.692740 9.400460 6.575498 10.908857 2.379094 10.076648 4.253573 8.017488 5.348728 10.153888 6.662035 2.494569 2.794145 8.971558 7.412524 10.265305 8.222498 9.268858 7.419847 2.601483 -1.205896 -1.205896 6.555689 10.711510 11.909816 11.427588 11.968440 7.996262 11.408158 11.555897 8.693495 10.753778 6.211991 10.212518 4.435395 12.555581 8.535605 10.224068 13.375209 7.412524 4.317702 10.043844 11.3186801 11.8368237 12.5625295 -1.2058961 10.8974261 10.7055304 15.0024644 9.7541402 9.3009419 8.0749089 12.6524108 8.3131846 7.8921706 9.8716218 9.3108234 10.3332972 11.2386356 8.9091821 6.5490253 10.6972670 13.0396910 10.6656586 10.6579375 6.4736181 5.3019315 10.3434417 -0.2058961 1.3791219 9.4559165 7.4451904 11.6490067 11.7981832 11.0714258 11.0547639 11.2972187 9.4639093 -1.2058961 NA 9.7003525 7.5667832 8.6301888 6.6645028 3.4945820 11.6159123 11.5381312 11.2784578 12.3115617 10.4334790 10.8732898 8.6474480 6.2779550 10.1300870 5.2698710 NA 6.1250559 9.7224939 9.6889561 9.9628104 10.9130794 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 & neck squamous cell carcinoma NA 1978 42 white not hispanic or latino 1 4 5 2 4 1 5 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 4 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 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 4 0 0 0 0 3.363745e-06 1.144367e-06 15.1515151515152 43.1818181818182 4.54545454545455 21.969696969697 15.1515151515152 9.7922362 3.2870881 11.1416085 0.1171631 NA 10.1206793 4.2046259 6.7465184 9.0858280 14.3014168 7.4658896 6.7392135 7.4747135 NA 7.7392129 8.1311820 5.4637630 3.7021256 12.0883456 7.5137663 1.4390912 -0.8828369 8.4965398 8.4025636 11.5062549 NA 10.0195365 10.6160105 10.1065559 1.3771793 0.7021256 8.2104205 NA 12.9270299 11.2653201 10.1192732 10.9902209 7.1832503 8.2335051 10.9152281 5.8985204 0.7021256 12.6739069 8.2515875 NA 11.1805564 6.8301691 12.7798297 5.0479004 NA 0.7021256 5.2046259 -0.8828369 15.3666839 14.8375251 12.5054478 10.6392524 13.1764213 0.1171631 0.1171631 1.7021256 10.4812960 9.3615252 12.2490183 10.2789231 NA 17.9878271 17.5941409 9.0523265 3.5094805 1.1171631 1.1171631 11.2980029 NA 11.2341550 4.4025653 10.7729916 10.8666118 9.6534085 15.1053800 9.5286723 6.1832503 3.5094805 11.0024764 2.7021256 9.6387617 13.0588243 9.3909570 11.7755960 10.7198602 0.1171631 8.6009770 10.5429018 6.7318716 NA NA 6.7831371 4.2046259 10.9867552 9.5276127 11.5593273 9.9156331 5.5434247 2.7021256 5.9626508 NA 10.5260218 8.2438656 12.8143461 11.6002213 8.9772241 11.2939578 NA 2.4390912 12.9805733 8.1751533 10.6358145 5.7318702 10.2218780 10.0438947 7.0887045 9.7780485 3.8176028 0.7021256 11.3710088 8.8836902 11.7784941 10.4390894 9.1642852 11.1115148 3.6407250 9.2834750 9.6611597 0.1171631 11.0753515 1.9245180 0.4024400 0.4391900 0.7215000 0.4816500 0.4816500 -0.0167040 0.6126200 0.8170300 0.8370700 0.4214500 0.4117800 1.2936000 0.8123200 0.8123200 0.7960700 0.3338000 0.3929700 3.2722000 1.9281000 -0.0239770 0.8046100 0.4420600 -0.0325060 0.3771000 0.2692300 0.2423300 -0.0389860 0.0637950 -0.4733200 -0.4596100 0.8337200 0.4024400 0.4047700 -0.4948600 -0.4847000 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10.914012 11.629902 7.145067 NA 5.845081 6.709619 9.954789 9.736464 13.300564 2.823138 10.470308 8.395611 8.853563 4.789588 11.421798 1.117163 10.803224 3.640725 8.194778 6.047898 9.996745 8.307208 4.872051 3.287088 7.865153 7.065528 9.204624 8.128389 9.263094 7.204624 3.024054 2.817603 -0.8828369 6.0829452 11.3698268 12.3043525 9.0582091 12.0272419 7.9405286 12.3143780 12.1988112 7.9967446 11.8801662 8.1030034 10.1436847 4.4172854 13.0588243 9.8728835 11.3420674 13.5737872 11.1519603 2.4390912 10.3833623 9.5673416 11.9807669 11.2719794 0.7021256 10.8110838 10.4435908 15.0922646 9.6563201 9.5126954 8.7355469 12.4426073 8.1898033 7.6563205 10.2039610 10.4949142 12.0883456 10.8339808 7.6090147 8.3650888 12.6739069 11.1805564 10.8067226 10.6392524 5.3650906 3.2870881 9.0523265 6.4390895 -0.8828369 8.7931185 9.7664176 11.7755960 10.7198602 10.3057502 10.5429018 11.6936457 8.6249559 5.7465170 6.1395288 8.7812351 8.8803736 13.5318466 7.8071591 5.5094773 10.5260218 11.2009731 11.2939578 12.2011392 10.0677172 10.1649669 7.8886507 8.2230697 9.9083242 NA -0.8828369 5.4025619 8.4897870 9.4175139 9.6650198 10.3810174 7.8141287 9.8271067 4.1615572 TCGA-CV-5441 58 0 NA 2886 head and neck stage iva t4a n2b NA male 2003 NA yes head & neck squamous cell carcinoma NA NA 5 white not hispanic or latino 1 2 3 2 2 2 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 6 0 0 6 0 4 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 7 5 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 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 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 5 0 0 0 0 0 0 4 0 0 0 0 6 6 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 1.081947e-05 3.60649e-06 10.952380952381 16.4285714285714 11.4285714285714 43.5714285714286 17.6190476190476 8.64047344 -1.09418702 10.75673210 1.22767947 5.91699010 9.97454222 4.97185160 4.78840905 9.04531518 14.80289987 6.96645931 8.00905151 8.54419981 NA 9.24561403 8.90717219 4.26331240 3.90576485 6.75751269 7.77612834 1.49072415 NA 9.08567295 4.54961989 11.33595509 NA 10.61355440 10.33621643 10.60923499 0.90573598 2.81266251 7.87923157 NA 12.51563522 8.53147270 9.82164326 11.37056493 9.13938354 5.20954304 11.84424087 0.90573598 NA 13.04339553 9.24003712 -0.09418702 13.08209294 2.16880247 12.04483557 5.82462785 -0.09418702 NA 5.50567819 3.85995961 14.95158736 14.71467684 12.61452453 10.33726152 12.47074697 NA NA 3.42932137 11.57818925 8.51124347 11.07474939 9.83502227 2.31990691 17.82956537 18.92424849 9.88017858 6.10543713 1.49072415 0.90573598 11.93487858 -0.09418702 7.12008336 8.45265844 11.21915720 10.39209617 10.76335621 15.13962698 9.76762633 3.54961989 2.90575523 11.21949726 1.22767947 9.80738503 12.32809156 6.67394785 10.01755172 11.69060322 NA 8.63877908 9.76218950 4.60620531 -0.09418702 NA 7.12008336 4.88304401 6.27208666 8.44879567 8.83502242 10.49119602 1.71312390 NA NA -1.09418702 10.62129695 8.68055082 12.45229672 13.14088064 9.55238572 9.94810729 NA 4.33202759 13.33993604 7.04018998 11.30129807 7.59226417 9.37743917 8.87086988 5.17255152 11.43787631 2.22767947 -0.09418702 7.76374485 8.44492294 11.49072645 9.25227774 8.70180339 11.67972732 2.99322147 8.68700888 8.26989856 NA 11.46059258 0.49077548 0.0031910 -0.0252090 -0.0931390 0.0683780 0.0698120 0.5811200 -0.0649110 0.0340830 0.0431570 -0.5691200 0.5022100 0.4186600 0.3225300 0.3225300 0.3225300 -0.2810100 -0.0750840 2.4996000 0.0352420 0.0352420 -0.5474400 -0.5474400 -0.2380200 0.0083351 2.0133000 -0.5721900 0.0273570 -0.0726000 -0.0013264 0.0244080 -0.2393600 0.0031910 -0.6041900 -0.0460410 -0.2663700 -0.2584700 -0.2437500 -0.0931390 0.0182430 0.0182430 0.0182430 0.0167350 0.0167350 -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 0.0207310 -0.5474400 -0.5474400 0.0095883 0.0095883 -0.2380200 -0.1038100 -0.1038100 0.0083351 0.0083351 -0.5478400 -0.0918160 -0.0918160 0.1200500 -0.0748110 -0.0748110 -0.0714720 0.125 0.125 0.000 -0.484 0.000 0.000 -0.547 0.000 -0.238 0.000 -0.101 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 0.323 0.078 0.000 0.000 0.125 0.125 0.000 -0.484 0.000 0.000 -0.547 0.000 -0.238 0.000 -0.101 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 0.323 0.078 0.000 0.000 NA 6.96645931 11.21807967 11.99901641 11.15428453 10.77535777 11.44686055 -0.09418702 12.03585179 6.07568879 -1.09418702 2.07570376 6.16315251 10.63198205 10.53010245 14.13840970 3.23273749 11.13578437 8.36109106 8.83555496 6.23668012 11.44686055 3.81265224 10.68137424 3.66065485 9.74938661 6.37336981 10.12855878 7.98260633 3.60620531 -0.09418702 7.25449200 4.29807907 7.60620383 8.14893766 9.43421809 7.05551130 1.22767947 2.36518860 -0.09418702 6.59925084 10.62686309 10.99024014 11.00379602 11.82555836 9.03375831 11.41553892 11.28432974 6.66731453 10.43030566 4.36519560 10.56486790 4.65797720 12.32809156 11.03150024 10.40511157 13.33287180 9.15250465 1.22767947 9.24003712 10.5617418 12.1327781 11.3172749 0.4907755 11.5398943 10.7998238 13.9932131 10.1882732 9.9092818 8.9336700 9.8081390 8.9839148 8.5496203 10.5554692 9.6302779 6.7575127 10.4727693 8.5332978 6.3814980 13.0433955 13.0820929 10.2203471 10.3372615 5.6472310 5.3487069 9.8801786 NA NA 8.7259429 6.7761290 10.0175517 11.6906032 11.0501035 9.7621895 11.5570399 8.1054361 NA -1.0941870 8.8131354 5.8482774 9.4907264 5.7259429 3.0756866 10.6212970 11.4857869 9.9481073 12.5573763 10.7990654 9.6455446 9.2378005 8.0555113 10.6957051 2.9057552 NA 0.9057360 8.4960888 10.1719649 9.3794698 10.7668509 7.1865342 10.7009919 6.0142883 TCGA-CV-5442 76 0 NA 2327 head and neck stage iva t4a n2b NA female 2004 NA no head & neck squamous cell carcinoma NA NA 4 white not hispanic or latino 4 5 4 3 2 3 3 3 2 3 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 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 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 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 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 1 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 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 7.421046e-06 1.941956e-06 25 57.3529411764706 2.94117647058824 8.82352941176471 5.88235294117647 6.26685586 NA 10.88616441 NA NA 10.78228692 5.86159812 4.31510970 7.83867260 11.76458489 7.91580590 8.54088862 4.92516393 NA 8.82873407 10.03584973 4.38911246 4.35258199 11.34766372 9.50701383 -0.93291204 NA 2.23710477 0.06722567 11.36581833 NA 10.99088177 10.46912905 10.92788194 NA 0.06722567 10.09942843 NA 15.06370052 7.39361269 8.92982028 11.89154503 5.94982671 NA 12.06823918 NA NA 11.70267429 8.73783917 -0.93291204 12.11975093 5.99744823 12.70312770 3.52661974 NA NA 1.06715682 1.06715682 9.75715463 10.48151934 12.40186402 10.41369668 11.94101147 NA NA 0.65214227 10.49606642 11.02319595 11.64248579 9.85834582 0.06722567 17.78140829 19.22615079 9.12652742 NA NA NA 11.92049247 NA 3.59074572 3.06719125 11.54105348 11.33250493 10.08399116 15.70761144 9.50908951 0.06722567 4.06718264 10.39136347 -0.93291204 10.27907124 12.51839400 4.27663810 13.25089580 12.56640594 NA 9.33513998 11.57051174 2.76761243 NA NA 6.57822322 2.23710477 1.87452158 9.89849014 8.81033416 9.91658801 NA NA 5.91267381 NA 11.40870173 8.98007216 13.04329947 12.05053282 9.74829836 11.22705422 NA NA 13.93330269 8.17831876 10.72271362 4.90007462 10.00554961 9.97332183 8.66709557 9.44656124 0.06722567 0.06722567 10.35431804 8.72181899 13.09612495 8.60634154 9.48292470 12.42032973 2.38909869 9.63101786 9.31511038 NA 12.87755370 NA -0.024114 -0.024993 0.659770 2.568400 2.570200 0.634630 0.634630 0.628060 0.628060 0.655460 0.655460 0.655460 0.662530 0.662530 0.662530 0.676040 -0.053341 -0.053341 -0.047666 -0.047666 -0.056307 -0.056307 -0.056712 -0.054420 -0.067056 -0.067056 0.674740 0.231630 0.685700 0.685150 0.622610 -0.024993 -0.024993 -0.018353 0.659770 0.659770 0.659770 0.659770 -0.064240 -0.088904 -0.067592 -0.067592 -0.869000 -0.049703 -0.059807 -0.059807 0.681050 0.628060 -0.089037 0.678270 0.662530 0.662530 0.000000 0.000000 0.000000 -0.053341 -0.053341 -0.047666 -0.046583 -0.046583 -0.066922 -0.867610 -0.051755 -0.060345 -0.060345 -0.054420 -0.054420 -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 0.663 0.663 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 0.663 0.663 0.258 0.258 NA 7.0213787 9.9830623 13.8827163 11.2124782 10.0692947 11.7606698 NA 10.9236084 2.5266197 NA 2.0671912 7.4159107 5.9000722 10.5132323 14.2397667 3.3466591 11.9284637 7.9830620 9.0824168 3.9251639 11.7606698 1.3891262 10.7262869 1.6521423 9.5730242 3.7110433 9.5499908 5.9896182 3.0671912 3.5907457 7.9032335 6.7253949 7.8841662 6.2570068 10.3828986 7.7360677 2.8745413 0.6521423 NA 6.276636 9.605372 12.115155 11.689692 12.083643 5.574976 10.439504 11.720252 8.674513 10.917760 6.949826 10.505975 5.818058 12.518394 9.817052 10.913065 14.093254 7.375522 3.711043 10.714641 10.59368215 11.72539438 9.36524547 NA 12.15464573 10.28150202 15.10053578 9.13730396 8.03007890 9.84772262 11.88156510 8.83457281 9.66150752 9.93985774 8.34795349 11.34766372 10.37722756 10.21438785 6.43350532 11.70267429 12.11975093 9.06718291 10.41369668 6.56702819 4.23710477 9.12652742 NA -0.93291204 9.56603215 6.40703317 13.25089580 12.56640594 11.33835410 11.57051174 11.50076835 9.06999801 NA NA 9.89500991 5.94982671 8.94369984 4.49344880 NA 11.40870173 11.59294839 11.22705422 12.94369984 10.56951748 9.62942529 6.54291578 6.26685586 11.27937530 0.06722567 NA 2.38909869 5.75368476 10.59563699 9.12246540 11.22957422 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 & neck squamous cell carcinoma NA 1958 0 black or african american not hispanic or latino 3 5 1 1 3 4 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.5605e-06 7.975891e-07 37.6811594202899 14.4927536231884 4.34782608695652 30.4347826086957 13.0434782608696 11.2030143 NA 10.4244237 2.2426635 1.2426330 11.3337550 4.7345037 7.4275257 7.7424961 15.3835799 6.4905782 7.6814422 6.2426501 NA 8.8774614 9.4100684 5.5464315 4.9150763 10.8360414 7.0305524 0.8275752 0.2426940 8.7122921 10.0240100 11.4524082 NA 10.1207012 10.2856776 10.7244497 0.2426940 2.8276158 9.2521571 NA 13.5287026 8.1822295 9.2055462 11.2615459 8.1222337 6.0240093 10.5199376 3.8276158 NA 10.9035375 8.3796413 3.9975363 12.3483951 4.0500053 11.1210844 5.0240093 NA NA 4.7345037 1.5645733 14.6230772 14.6253293 12.7987970 9.7504449 12.8625263 0.2426940 NA 5.2650167 10.5763647 9.2184983 11.7357552 10.0826414 3.8276158 16.0098778 18.0576964 12.0309608 NA 1.5645733 0.8275752 11.7474693 NA 7.8828955 5.7183835 11.1456810 10.7986773 9.9866432 15.0384109 8.8954953 2.5645733 4.0500053 10.5690798 0.2426940 10.0731655 12.0590120 11.8916818 11.6912828 11.2989493 NA 9.1880940 11.4265957 8.5070929 2.5645733 NA 7.0818541 5.3301138 7.6176901 8.6876651 10.1344340 9.8096556 1.5645733 NA 7.6562783 NA 10.4976788 7.9361373 13.6895397 11.7948390 9.2547020 11.0747491 NA 2.5645733 12.7949591 7.7818088 11.0916643 9.4618187 10.6128472 9.5390847 5.0755412 9.5395665 3.4905830 -0.7573060 11.5532631 8.4200697 11.5620401 10.1351930 8.1465320 11.5746868 2.4125648 9.1330667 8.3433128 -0.7573060 10.2650180 2.0500140 -0.00339700 0.00489880 0.02684700 0.01586600 -0.00553750 -0.55817000 -0.03980100 0.00374650 0.00374650 0.00637900 0.01084200 0.00374650 1.56350000 0.00930980 0.01140000 0.00700930 0.00055459 0.00055459 0.00597000 -0.00214020 -0.00424020 -0.00424020 0.00833510 0.00000000 0.00819590 0.00875280 3.17410000 -0.05050600 0.01474900 -0.00439230 0.00136860 -0.00339700 -0.00339700 -0.00097017 0.00903120 0.00903120 -0.00096063 -0.00096063 0.01279500 -0.00360110 -0.00484610 -0.00484610 -0.56360000 -0.00553750 -0.00553750 0.01084200 -0.56017000 0.00244250 0.00680440 0.00355010 0.00930980 0.01140000 -0.00659840 -0.00659840 -0.00659840 0.00055459 -0.55637000 -0.00214020 -0.00424020 -0.00424020 0.00471900 -0.54854000 0.00833510 -0.55817000 -0.55817000 0.00000000 0.00000000 0.00875280 -0.02164700 -0.02164700 0.57809000 -0.03626500 -0.03626500 -0.06194900 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 NA 5.970571 10.995449 10.926522 11.300642 10.757364 10.398733 2.050014 10.164491 6.149540 1.564573 4.196843 8.532669 11.085393 10.579157 14.054426 4.204735 11.278480 8.289774 8.520147 8.422559 10.398733 1.242633 9.700031 5.308739 9.147781 7.351175 9.108353 8.248499 4.886506 -0.757306 6.685594 5.371932 8.091273 10.649387 9.638184 8.109929 2.564573 8.319466 -0.757306 11.823615 9.352481 11.252129 11.989584 12.408970 8.838840 10.970571 11.737256 10.058834 10.242650 11.419447 11.068801 5.385065 12.059012 10.970571 10.246871 12.924031 10.434943 4.886506 10.263630 10.676757 11.243707 12.839772 2.242663 11.723693 10.671534 14.979018 7.956896 8.829490 9.742496 12.551274 10.242347 8.113015 10.677800 9.660503 10.836041 9.817244 10.010007 10.506506 10.903538 12.348395 9.572447 9.750445 5.766214 9.108384 12.030961 NA 0.242694 9.416327 10.280883 11.691283 11.298949 11.042337 11.426596 11.400629 8.078701 NA NA 9.358838 8.752425 11.949794 11.061232 5.050005 10.497679 10.950872 11.074749 12.292329 10.637649 10.206991 10.697977 7.523421 10.736005 1.827616 NA 10.981587 10.776749 9.943090 8.492949 11.865846 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 & neck squamous cell carcinoma NA NA 3 black or african american not hispanic or latino 1 3 5 2 4 1 5 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 5 2 0 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 5 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2 0 0 0 4 3.745201e-06 1.629856e-06 18.125 45.625 1.875 25.625 8.75 10.0279060 NA 10.1811523 4.7813597 6.3398500 10.6243385 4.3575520 7.9098931 8.7159620 16.4804401 6.8826430 7.7747871 8.7431514 2.9068906 9.1267045 7.7879026 4.4262648 7.0223678 7.3128830 7.4958550 3.2479275 2.7004397 12.9572835 6.5313815 11.6717622 0.5849625 10.3134499 10.2473342 10.1743015 0.5849625 5.3575520 9.1676439 -1.0000000 13.5230105 10.9512847 8.5961898 11.4951055 9.3037807 9.0874628 12.0143692 6.4008794 NA 11.3885555 8.9758480 2.3219281 11.4609678 9.3071325 12.4636521 7.7448338 NA 1.0000000 6.9366379 2.3219281 15.7662307 16.2619535 11.9620248 10.5152070 13.1535520 NA 0.0000000 5.6438562 10.9494620 9.0834793 11.2179577 9.4252159 1.9763636 14.4422956 18.0765129 11.8942494 NA 4.4262648 3.7004397 11.3564520 -1.0000000 11.0491679 6.1189411 11.4423889 10.5887146 10.0586683 15.3150448 8.9844185 5.7681843 4.5235620 10.7887183 1.0000000 10.1039434 11.6572291 9.3728651 10.8439211 12.4292760 0.0000000 8.2830884 11.3545249 7.1598713 3.8073549 -1.0000000 7.9975747 6.8328900 8.6293566 9.3739527 10.8898842 11.0731374 4.9541963 3.6438562 6.8454901 NA 10.7274951 9.7690113 12.7722115 12.0313566 9.1416601 10.5627194 NA 5.5545889 12.9541963 7.6724253 11.2520740 8.6617781 10.1286324 10.1379773 10.5797873 11.6003776 5.8948178 2.7004397 10.4983506 8.1699250 11.5493034 9.9815673 8.9957672 11.3086234 2.7004397 8.9092181 9.2946207 2.4594316 9.0525681 2.4594316 0.0000000 0.0000000 0.4329800 0.1910200 0.1910200 -0.2037400 -0.2136700 0.6226000 0.6308000 -0.2981500 0.6584800 0.6364600 -0.2752300 -0.2752300 1.0358000 1.0256000 0.0329940 0.0329940 -0.0107840 0.0045800 -0.0487480 -0.0587330 -0.0553640 -0.3027500 -0.2672100 -0.2672100 0.3343200 0.3301100 0.1347600 -1.0112000 0.1686500 0.0000000 0.0000000 0.0000000 -0.2929600 -0.2929600 -0.2929600 -0.2929600 -0.0881090 -0.1123600 -0.1345700 -0.1345700 -0.8106300 -0.2814900 -0.2803700 0.1866200 -0.2344300 -0.2864400 -0.3159900 -0.3145800 -0.2752300 0.4054400 -0.5312400 -0.5312400 -0.0479360 0.0419170 0.0533790 -0.0328600 -0.0487480 -0.0487480 0.1905600 0.1790500 -0.0553640 -0.2339800 -0.2642100 -0.3027500 -0.0066432 -0.2672100 -0.0462010 -0.0353120 -0.2338600 0.5746900 -0.3721100 0.1664000 -0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.179 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 -0.234 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 -0.298 0.324 -0.270 0.023 0.166 0.166 -0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.179 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 -0.234 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 -0.298 0.324 -0.270 0.023 0.166 0.166 4.807355 6.994353 10.865733 10.556027 11.459944 10.897845 11.203960 10.523072 10.718105 9.777255 0.000000 2.584963 8.202124 9.271463 10.131857 13.019156 2.701549 11.271755 9.270295 8.425363 7.129283 11.203960 3.523562 10.385323 4.169925 8.469276 8.596190 10.017504 7.923892 7.396605 1.584963 8.379378 6.451211 8.493855 10.771489 8.799282 7.622052 3.584963 6.531381 -1.000000 6.392317 11.877859 12.472050 9.443980 10.855258 10.918118 11.202430 11.849405 8.696968 10.595257 7.618386 10.164907 5.886672 11.657229 9.255029 10.354800 12.956972 8.312883 NA 9.477758 10.5603328 11.9532871 11.7383034 0.5849625 11.5306502 10.1292830 15.1102912 8.8169836 9.4377521 9.2443638 11.7813597 8.0927571 7.6865005 10.5531493 8.8454901 7.3128830 10.6366246 9.0940777 7.7780771 11.3885555 11.4609678 10.5859014 10.5152070 5.2094534 6.3923174 11.8942494 4.6438562 0.5849625 9.6794801 9.7968508 10.8439211 12.4292760 10.3982093 11.3545249 11.3869402 9.2597433 0.5849625 8.2644426 10.2609430 8.5774288 12.2079294 6.3398500 5.2094534 10.7274951 11.0049227 10.5627194 11.5444815 10.4278366 10.4953554 10.0443941 7.1749257 10.1254135 3.8073549 4.4485706 0.5849625 9.7236865 9.8137812 10.2137118 10.0573149 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 & neck squamous cell carcinoma NA 1965 1 white not hispanic or latino 4 3 4 1 1 1 4 1 1 1 0 0 0 0 0 0 7 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 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 0 0 0 7 0 0 0 0 0 0 0 0 0 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5.8668363 8.4574683 10.1368507 10.2902069 10.2364724 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 1 1 1 4 1 5 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.629113e-07 4.508112e-07 42.8571428571429 28.5714285714286 2.85714285714286 20 5.71428571428571 10.7310508 NA 9.4965494 5.4255835 3.8161696 10.8276814 -0.4693299 9.4718128 8.2346690 15.6026989 7.3668153 6.7643846 7.3381204 7.0464649 8.4688745 8.6049068 5.4732804 6.5641876 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4.565286 11.669483 10.779582 10.804269 12.789215 7.308842 2.338111 9.596181 10.512689 11.916493 10.924156 4.413411 10.938033 10.610583 13.869115 7.809214 9.416462 8.934842 11.594329 7.984838 8.690636 10.544088 8.176424 9.630113 10.630770 8.196101 10.190315 12.047204 7.591461 10.150985 10.288155 6.940156 8.004471 12.149610 5.923083 1.115699 9.216390 9.225994 10.877002 11.417605 10.476209 10.957816 11.142251 9.120416 6.181816 7.227732 9.874489 10.422416 15.341826 7.792860 6.843648 10.570712 12.312740 10.298950 12.205730 10.610250 10.764385 10.548618 7.440658 10.867830 5.700689 0.852718 4.437654 9.346509 9.215514 9.767377 10.571740 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 6 5 3 2 3 2 3 3 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 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 0 0 0 0 0 0 4 0 0 0 0 0 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-0.5927016 NA 9.3361336 6.4948268 9.7824030 4.9619520 2.2147154 10.2520693 10.4115841 9.8492703 13.2178348 10.4714327 9.4380308 7.5469153 7.6457687 10.7588550 NA 0.4074071 5.3380999 8.7992515 8.7932261 9.4585725 9.5860283 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 & neck squamous cell carcinoma NA 1972 2 white not hispanic or latino 1 3 5 2 4 1 5 1 2 1 0 0 0 0 0 0 0 0 0 4 0 4 0 0 4 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 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 4 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 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 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.184701e-06 8.669447e-07 24.7191011235955 25.8426966292135 4.49438202247191 20.2247191011236 24.7191011235955 10.50576442 NA 10.65575619 1.45759429 3.58689682 10.58657908 2.98117680 5.21250709 9.23322851 15.60298312 7.01603939 8.34788220 8.44488195 -1.54245824 9.36751129 8.10327679 5.07232879 2.36451640 10.95746398 9.33720130 0.04264434 NA 8.72557519 10.17057494 10.93107018 3.70554669 10.56188925 10.33758422 10.60004428 -1.54245824 3.10148200 9.27453773 NA 14.46126779 10.08560789 9.31637612 11.22248973 6.70554530 5.88388226 11.70495230 2.77955390 NA 12.86023052 7.75223880 1.04257430 11.67693793 11.14165222 11.69063853 5.18553754 NA 0.04264434 4.68643890 1.45759429 14.38860788 15.63591893 12.49499947 11.23897782 11.93271820 NA NA 3.04257430 11.13929579 8.19402005 11.09220228 9.84832451 -0.54245824 18.25135477 17.90050696 9.47651373 NA 0.77955390 0.45764682 11.88506193 NA 9.67557585 4.56614539 10.90987741 10.40926713 10.62722999 16.10948967 9.12738901 4.29050550 2.84993923 11.23384553 NA 10.17615095 11.97552121 8.85956429 11.47251036 11.43203269 NA 8.39572734 10.84966719 2.84993923 NA 0.45764682 6.60767060 4.74301941 6.62754264 9.16928516 9.39939927 10.88650168 2.62753680 1.91704979 1.45759429 NA 11.11471325 9.15023369 12.55078807 11.23733749 10.09137628 10.88230931 NA 4.18554151 13.08401163 7.78853499 11.42141735 8.27139953 9.57362409 9.77630208 7.22910720 10.76424944 2.45762056 -0.54245824 11.55103568 8.79746796 10.75968583 9.83102707 9.72440471 12.68606106 3.77954340 9.04400771 9.31014764 NA 10.41254137 1.04257430 0.00000000 -0.01161100 0.02398700 -0.15158000 -0.15158000 0.00341430 0.00341430 3.65690000 0.00833510 -0.53398000 0.49061000 0.98390000 -0.51825000 -0.51825000 -0.51825000 0.02426800 0.00055459 0.53907000 -0.09168400 -0.09168400 0.01098200 0.01098200 -0.18660000 -0.02288100 0.00055459 0.00055459 0.06136500 0.17679000 0.00555290 0.00555290 0.00555290 -0.01161100 -0.01161100 -0.01477800 -0.52615000 -0.52615000 -0.52113000 -0.52113000 0.48975000 0.48975000 0.47238000 -0.50650000 -0.50650000 -0.15158000 -0.15158000 -0.24423000 0.01237600 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10.47616607 13.98787204 3.99118168 11.60307266 8.94344756 8.70326581 4.70554669 9.75338709 0.04264434 11.16346647 4.29050550 9.02637239 6.59204435 10.08058505 7.90105875 1.26495672 -0.54245824 6.66707179 5.86700933 8.83374336 9.27699883 9.33949686 6.80191396 1.62756015 0.45764682 NA 5.212507 11.817779 14.900104 10.620639 12.082071 7.819562 10.946211 12.072213 7.072328 10.804963 5.686436 10.199506 4.724781 11.975521 8.878631 10.399033 13.063363 8.754534 3.883885 9.058460 11.0644859 11.8993952 8.9534730 -0.5424582 11.8484588 10.9216533 14.7363378 9.2116705 8.7996928 9.4262849 11.9590821 8.9212140 8.6585168 10.8231204 9.1484890 10.9574640 10.8603637 8.6572906 6.0198598 12.8602305 11.6769379 10.4872505 11.2389778 6.4632432 3.7795434 9.4765137 1.2649567 NA 8.7418640 10.7551076 11.4725104 11.4320327 11.4359711 10.8496672 11.2371323 9.0236720 1.2649567 2.2649867 9.1865590 7.8547793 11.6181199 3.5020123 3.7055467 11.1147132 11.2581136 10.8823093 12.3725638 10.6511435 9.6786010 9.0189062 7.7220609 10.7354866 0.4576468 NA 1.2649567 8.6247476 9.6870378 9.8912036 11.3596163 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 & neck squamous cell carcinoma NA NA 3 white not hispanic or latino 1 3 4 1 2 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 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 0 0 0 0 2.566156e-06 1.283078e-06 30.6306306306306 28.8288288288288 2.7027027027027 26.1261261261261 11.7117117117117 9.08286170 NA 10.53082816 NA 3.01931050 10.54609487 -0.06809006 2.63229148 9.08792819 16.02122321 6.23562559 8.78203205 7.78359416 NA 8.80836220 9.31122358 4.21724623 2.51679682 11.10145705 7.49026606 2.25377753 NA 6.92053032 2.51679682 10.93571439 -0.06809006 10.71238487 10.36282031 10.20796958 NA -0.06809006 8.68405849 NA 14.08377339 8.19628786 10.51819707 10.55023069 5.96526713 4.06112814 13.16088923 -1.06824131 -1.06824131 13.85957682 8.93606575 -1.06824131 11.39358036 4.76473362 11.10333470 8.94307242 NA NA 4.01931050 2.73920004 16.34845286 16.69291663 12.89057908 11.40199560 11.82001761 -0.06809006 NA 1.73920004 11.73637956 8.15825724 11.27780475 9.94446962 -1.06824131 19.32900376 18.56840959 9.15101375 NA -0.06809006 -1.06824131 11.23876125 NA 6.65976618 4.35810786 10.29113351 10.54563464 11.11857841 15.33015463 8.97350423 -0.06809006 0.93183431 12.07059692 NA 10.35915798 10.98529591 7.95143568 10.76315235 10.04948824 NA 8.68840139 10.78359416 0.93183431 NA NA 6.79739306 3.73920004 2.73920004 9.05983952 7.20330787 10.71933962 NA NA 5.08159102 NA 10.35285804 7.49026606 12.45626444 11.34097083 9.72452153 10.62533214 NA -0.06809006 12.85210495 8.52616978 11.66634310 6.77104834 9.47584366 9.78940632 10.62707346 10.74682810 NA 0.51682202 10.39588026 8.27391959 10.51351650 9.83422026 9.45344556 12.29104562 3.01931050 8.85600433 9.54286994 NA 10.79293204 -1.06824131 -0.066118 -0.066118 1.151000 -0.127720 -0.127200 0.237830 0.237830 -0.061017 -0.074794 -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 -0.171950 0.638830 0.708510 0.719990 0.297400 0.241090 0.295330 -0.972100 0.267510 -0.066118 -0.066118 -0.090493 -0.545410 -0.525730 -0.525730 -0.525730 0.302340 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 1.027200 -0.162170 0.314020 0.314020 0.341450 0.638830 -0.526340 0.193450 0.193450 -0.491620 -0.654450 -0.608250 0.152480 -0.115 -0.115 -0.228 -0.483 0.000 0.000 -0.119 1.027 -0.172 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 -0.608 -0.456 -0.115 -0.115 -0.228 -0.483 0.000 0.000 -0.119 1.027 -0.172 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 -0.608 -0.456 NA 6.60427004 11.23191164 12.11268671 10.91127033 10.36386503 11.40250401 6.25377375 11.47584360 4.97623989 -0.06809006 1.73920004 4.35810786 7.84473463 10.62358862 14.17401443 3.52878383 11.51798122 8.99927960 8.28496981 4.78982835 11.40250401 0.93183431 10.93711881 3.01931050 9.13990866 5.73920004 10.55298123 7.38655576 1.51682202 NA 6.97076394 3.39127281 9.02724226 9.18805395 9.56937564 7.44359754 2.10178452 0.51682202 NA 6.850708 11.292418 10.603382 8.089192 11.343621 7.914839 9.934660 10.912699 8.385116 10.237907 6.131517 10.075228 3.869664 10.985296 9.647807 10.197460 13.066330 6.121670 4.141302 9.429697 11.14342933 12.35206857 9.31230622 NA 11.12690970 11.12043398 12.46638756 10.19804607 9.46029923 8.25151744 11.71484334 9.28306056 8.10677073 10.66019088 10.34282639 11.10145705 10.94412052 8.56665611 4.32416254 13.85957682 11.39358036 11.19804607 11.40199560 5.65976476 4.60427300 9.15101375 -1.06824131 NA 8.84473463 9.52149621 10.76315235 10.04948824 9.43765679 10.78359416 11.41868014 8.56846958 -0.06809006 -0.06809006 8.90453769 7.38717209 9.33805019 3.25377753 4.88604282 10.35285804 11.11641057 10.62533214 12.73486628 10.96973524 9.47584366 8.14859098 7.37892859 11.58536200 NA NA NA 7.89708126 7.69339635 9.93887239 11.68902679 7.64952134 9.79060329 4.90912504 TCGA-CV-5978 53 1 215 NA head and neck stage ivb t4a n3 NA female 2008 215 NA head & neck squamous cell carcinoma NA NA 5 black or african american not hispanic or latino 2 4 5 2 1 2 4 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2605697 7.6317402 0.2852246 -0.7432309 2.8416713 1.2567088 14.2329961 14.8672377 12.0974784 9.7939188 12.1626515 -0.7432309 2.0640551 5.2790701 9.9914100 9.7445406 11.7580401 9.9423254 1.2567088 17.0100854 17.0557269 13.0181478 NA 3.7161349 3.2566937 12.6075016 -0.7432309 8.1785414 3.9571438 11.1213935 10.0966916 9.7929477 15.4672006 9.8842343 7.5046283 4.8112912 10.3924097 0.8416511 10.4582118 12.9918217 9.4986837 10.2616232 11.2538800 NA 8.4064474 10.9960592 7.2050679 NA -0.7432309 5.8434664 5.9432017 6.6230226 10.2928741 10.6301095 9.4794953 7.0511165 4.1146835 5.1146835 NA 10.6708572 8.6360790 12.6923707 11.1496227 9.7092712 10.4728401 1.2567088 -0.7432309 13.3358519 8.1815131 11.3391822 8.1725800 10.6752119 9.6262979 6.6996446 10.8069663 4.1635873 2.9571346 10.8175109 8.9536680 12.2828781 10.2303978 8.6360790 10.7644951 3.2566937 9.2006951 8.9519287 NA 10.3361853 1.2567088 0.0031910 0.1074500 1.1877000 -0.0189020 0.3460000 0.0083647 0.0083647 0.2529200 0.3429100 0.0513760 0.0513760 1.4675000 0.0479690 0.0479690 0.0479690 0.1038300 -0.3124900 0.2796600 0.4665600 0.0000000 -0.2982700 -0.2982700 -0.0094046 -0.0053992 -0.0928740 -0.0928740 0.2692300 0.0808890 -0.1227400 -0.5456200 0.1873700 0.0556580 -0.6626300 -0.2368000 -0.3147100 -0.3133000 -0.3133000 0.1463700 -0.0227440 -0.3068600 -0.0410240 -0.0410240 -0.1116100 -0.6271300 -0.3026300 -0.3599800 -0.3275100 0.4461300 0.4507100 0.0513760 0.0479690 0.0479690 -0.0184900 -0.0048461 -0.3142400 -0.3124900 0.2584000 0.0000000 -0.3154000 -0.3154000 -0.0286280 -0.1135200 -0.0094046 -0.3180900 -0.3290100 -0.0053992 0.3053700 -0.6936600 0.0364900 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 NA 7.3441636 10.7590350 9.6208351 11.3956122 10.0864231 10.6479440 1.2567088 10.2616232 9.1829964 1.8416511 4.8416612 7.2050679 11.4888216 10.3355184 13.0413353 2.8488583 11.7897868 9.1605824 8.4390949 5.7324347 10.6479440 -0.7432309 10.5081829 3.5786248 8.3293959 5.5786278 10.0470489 8.5896545 3.8416612 NA 6.7644948 4.3010974 9.0895906 10.4691968 9.6533053 7.8491574 1.5786489 2.5786248 -0.7432309 7.6996439 11.1439211 11.2148907 8.7202248 10.7768280 11.1763087 13.1926022 11.6892424 8.7079116 11.3000696 8.4390949 11.3504481 5.3939996 12.9918217 9.8612537 10.4322500 12.4772874 12.0437868 1.2567088 10.4121512 11.0011139 11.9564898 10.6581134 1.2567088 11.4533026 10.5559084 13.6381055 9.3010947 9.5559085 9.3468129 12.1688413 9.1797158 8.0640556 9.9863212 8.8969454 9.1695898 11.0982648 9.5328248 8.5187952 12.7581645 9.5965504 10.5948797 9.7939188 5.7485525 7.5741129 13.0181478 6.5876170 -0.7432309 9.3200956 10.4039054 10.2616232 11.2538800 10.6043218 10.9960592 11.2268064 9.7109998 -0.7432309 3.7161349 9.7522358 7.4239176 10.6813916 7.9947930 5.5965506 10.6708572 11.6449869 10.4728401 11.8360164 10.3408445 11.1177874 9.9888679 7.4951051 9.5397889 2.2567088 NA 3.8416612 9.1013748 9.7354701 9.9718045 11.2170645 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 & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 6 4 1 1 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.213723e-06 2.774223e-07 30.2325581395349 11.6279069767442 0 32.5581395348837 25.5813953488372 8.83752355 NA 10.66096978 NA 2.37809540 10.11218574 2.61910777 3.87285830 7.90450216 16.52446323 7.20867917 8.12078426 8.41850622 NA 8.93268071 9.23380995 4.12811190 3.61909603 8.59461722 8.60691076 2.50362860 -1.08130847 5.08858686 3.77664095 11.17987383 6.32805194 10.00014384 10.76923792 10.06522910 NA -1.08130847 9.07943945 NA 14.98865550 8.43632969 9.28825773 10.97597525 6.38626604 4.00612744 11.92270522 -0.08130847 NA 14.50576396 8.84198790 -1.08130847 9.70900883 9.35460136 12.28388923 6.62601999 NA NA 5.32805015 1.24055857 16.38397120 16.48656195 12.26752682 10.93058641 12.63322789 -1.08130847 NA 2.08858262 12.30452276 8.97258611 11.07537552 10.22072801 1.91865338 18.51864220 18.91172867 9.67938034 -1.08130847 1.50360316 NA 11.88480528 NA 7.86117502 2.50362860 10.81762446 10.28880288 10.34177632 16.37125555 9.36367528 6.50362224 0.50365404 11.29939201 -0.08130847 10.18251639 11.79431566 7.84347263 11.19420294 11.72077279 NA 8.55528509 10.21155714 6.87285707 NA NA 5.78902494 4.00612744 4.41051071 8.55347148 7.81044439 11.24537075 0.91869153 -0.08130847 4.08858262 2.72602465 10.58621549 9.92498645 12.72692073 11.59329405 9.38061041 10.97462058 NA NA 12.96595473 7.67020443 11.27290978 9.95070606 9.70843851 9.59607176 5.99547547 10.71267006 1.24055857 1.72600285 10.16004775 8.36987168 11.63247644 9.95826487 9.52783920 12.50526563 2.72602465 9.08062356 8.84495647 NA 9.53612791 -1.08130847 -0.00059723 -0.00059723 0.04145800 -0.15669000 3.65690000 0.02076300 0.02076300 0.02426800 0.02426800 -0.05283600 -0.20535000 0.57773000 -0.81950000 -0.81950000 -0.83833000 -0.00027724 0.02174400 3.65690000 0.01098200 0.01098200 0.00609170 0.00609170 -0.03217800 -0.04644800 0.89026000 1.63230000 -0.02037600 -0.10625000 0.00277450 0.00277450 0.53678000 -0.00059723 -0.00059723 -0.00059723 -0.85888000 -0.82301000 -0.82301000 -0.78117000 0.00084979 0.00084979 0.03340800 0.03340800 0.04572000 -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 -0.11221000 -0.10132000 -0.84235000 -0.05563400 -0.09814500 -0.09814500 -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 NA 5.918661 10.992133 11.018337 11.214716 10.311514 10.851613 7.123232 12.406500 4.410511 0.503654 3.619096 4.849399 8.767283 10.254609 13.555285 3.264912 11.406500 9.354331 8.580082 4.562517 10.851613 2.619108 10.482810 3.619096 9.059171 6.310978 9.619967 8.448305 5.047944 -1.081308 6.611938 5.849399 9.836778 9.230409 9.316335 7.881556 1.503603 -1.081308 NA 3.726014 12.305870 11.836761 9.867028 11.498212 9.458788 10.347021 11.826490 7.185447 10.497505 6.088585 10.369356 4.674619 11.794316 9.000809 10.362640 12.728013 3.619096 3.503629 9.754711 11.35302797 12.48602233 11.36987147 NA 11.36651849 11.01141751 14.26921770 9.78362035 9.49041309 9.27621236 12.29966248 8.62138707 8.35537180 10.41701101 8.91301385 8.59461722 11.15048155 7.83453994 5.80130354 14.50576396 9.70900883 10.80053910 10.93058641 6.88444407 3.87285830 9.67938034 -1.08130847 -0.08130847 8.01932273 10.09483355 11.19420294 11.72077279 11.52251852 10.21155714 11.36548521 8.34492523 0.50365404 0.91869153 8.76635995 6.68021182 10.37757962 3.87285830 -0.08130847 10.58621549 11.36909842 10.97462058 12.07046973 10.34177632 9.18661742 8.64146800 8.09856957 10.41999998 0.50365404 NA 2.24058910 8.73752994 9.61562798 8.86848707 11.46916671 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 6 4 1 1 1 2 1 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 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 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 7 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 0 0 7 0 0 0 5 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 7 0 0 0 0 3.051645e-06 8.669447e-07 35.0877192982456 28.9473684210526 4.3859649122807 19.2982456140351 12.280701754386 10.0884594 NA 9.6608559 0.2593026 0.9962441 10.1591256 3.0666231 2.9962260 9.0329540 15.9865476 6.9269684 8.3643006 7.6284988 NA 9.8831467 8.1047555 4.8837577 1.8442249 9.2844047 9.2695601 0.9962441 NA 4.6050379 8.9757990 10.7670599 -0.3257201 10.4880839 10.3734414 10.0108093 -0.3257201 0.9962441 8.6842293 5.6168164 14.5966316 8.7762784 11.4581195 11.1375717 6.2056838 3.5811946 11.6346668 3.0666231 NA 12.7225342 7.4056214 -1.3255393 10.8834514 6.5656611 11.6622773 6.9363977 NA NA 4.1978654 2.8442249 16.1288508 16.2350037 12.4271276 11.7185261 12.4724707 NA -1.3255393 1.2592424 12.5392626 9.7336472 10.9877527 9.3936916 NA 18.9454409 18.6962112 11.8351196 0.9962441 NA NA 11.5755468 NA 6.5569459 4.9410875 10.1101292 9.5886878 11.1472474 16.4849120 9.2422588 6.7511182 3.5322796 12.0601652 0.6742799 10.2446328 11.2168510 8.8739750 9.1510490 8.2926884 7.1741487 8.3199611 10.3738752 4.9962305 NA NA 4.9369630 4.3181577 3.6284937 8.6241294 7.4912863 11.4579149 NA NA 5.9316901 1.2592424 10.6767662 7.8764267 12.3999885 11.3939054 8.4910626 10.7990703 2.8442249 3.9962351 12.6887592 8.9139013 11.2374990 6.3325146 9.1063122 9.8937617 6.1005677 10.4900863 1.4816606 1.4816606 8.5197927 8.6487174 13.0099024 9.4366847 9.2555033 10.2862497 2.3747335 8.6498069 8.4864799 0.2593026 8.1337346 0.6742799 -0.1391800 -0.0956480 0.9100800 -0.1572000 -0.1260300 0.2460700 0.2460700 -0.1313500 -0.1313500 0.4587100 0.4587100 1.3429000 -0.0023553 -0.0023553 0.0059464 -0.0522020 0.2091600 0.8429200 0.6478100 -0.1264200 0.2001500 0.1948200 0.1712100 0.1437000 -0.0760600 -0.4812300 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 0.4987400 -0.4676800 -0.4676800 -0.4651500 -0.4920400 -0.4920400 -0.1499000 0.2460700 -0.1313500 -0.1533600 0.4587100 0.0059464 0.0059464 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 -0.4892000 -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 -0.123 -0.123 -0.476 0.434 0.038 -0.461 -0.157 -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 -0.123 -0.123 -0.476 0.434 0.038 -0.461 -0.157 -0.492 0.246 0.246 -0.131 -0.131 0.459 0.459 0.000 0.000 0.000 0.000 NA 6.707726 10.482865 11.429816 11.177383 10.447442 11.512128 6.569120 12.099125 5.593166 NA 2.374733 4.429187 12.039805 10.425847 13.170969 3.811810 11.098994 8.367790 9.290668 3.883758 11.512128 NA 11.077048 2.674302 7.623634 5.481657 9.869675 8.291072 1.844225 1.674325 6.745766 2.761775 9.449090 8.771018 9.635029 7.201780 1.996244 1.259242 NA 6.266760 11.287862 10.432518 10.300924 11.220956 7.066620 12.155093 11.956233 7.117246 10.438760 6.213462 9.695283 5.358140 11.216851 9.092155 10.171656 12.785726 7.905524 5.782828 10.343631 11.6020807 12.6898049 10.9384521 -1.3255393 10.5048180 11.5967013 14.2249582 9.1296300 8.7241513 8.2945224 11.2207150 10.1657750 8.0773146 10.4540221 9.6897178 9.2844047 10.9823573 7.9689236 5.7828279 12.7225342 10.8834514 10.7644152 11.7185261 6.3747422 5.0493432 11.8351196 -0.3257201 NA 9.3334067 10.0378899 9.1510490 8.2926884 11.3367486 10.3738752 11.5381019 8.3971103 1.4816606 0.9962441 8.6469809 6.4816574 9.0318547 4.1337361 1.4816606 10.6767662 11.2120065 10.7990703 12.1809822 10.5248803 9.8672120 8.7118497 7.3145479 10.6480001 1.6743251 0.6742799 2.8442249 7.7128379 9.1182824 9.7063485 11.7051423 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 & neck squamous cell carcinoma NA 1970 0 white not hispanic or latino 4 5 2 2 3 4 3 3 3 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 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3.1737990 15.7452534 15.9227331 13.1674491 11.4013096 12.2646372 NA -1.2856006 -0.2856006 10.3942913 8.3797072 11.3359654 9.4899816 1.5217041 16.6492248 17.0992142 12.0877804 NA -1.2856006 -0.2856006 11.4124249 -1.2856006 6.9858340 5.2062251 10.2636845 9.9664455 10.3063611 14.8975609 8.6959388 3.2379308 7.2379336 11.0320667 NA 9.7865041 12.2807525 12.0017952 11.7280430 10.4039326 NA 8.8307155 10.8371994 9.6487994 NA NA 7.2186339 8.3956100 5.9238242 9.2271119 9.5353481 10.9957219 1.0363275 NA 9.0430464 NA 10.6469553 6.8539233 13.3103281 11.2122233 8.8636359 11.4158945 NA -0.2856006 13.5585868 9.4156778 11.0272544 8.6000679 10.9483326 9.7269960 4.5723501 9.1489997 1.0363275 0.7143994 11.4928593 8.5425080 11.3439557 9.6272608 9.0295211 11.8657051 2.9622899 9.1640670 8.5071615 -1.2856006 9.4200038 NA 0.01195800 0.01195800 1.25370000 -0.06611800 -0.01532900 -0.00093447 -0.01340200 -0.71248000 -0.00831060 0.68050000 0.68050000 0.68143000 0.67771000 0.69634000 0.65020000 0.75910000 0.59278000 -0.69902000 0.00152550 0.00000000 -0.02233200 -0.02233200 0.01084200 0.01768400 0.66050000 0.63262000 2.46110000 1.63080000 0.00805670 -0.70145000 0.52538000 0.01195800 0.01195800 -0.69305000 -0.00110870 -0.01629200 -0.01629200 -0.01629200 -0.02013800 -0.02013800 -0.02013800 -0.02013800 -0.02961000 -0.01532900 -0.00180140 -0.00691950 0.02118300 -0.00831060 0.01824300 0.68050000 0.65020000 0.65020000 -0.01693600 -0.01693600 -0.00560260 0.59278000 -0.69902000 0.00000000 -0.02233200 -0.02233200 0.01223700 -1.29290000 0.01084200 -0.00456950 -0.00456950 0.01768400 0.05466000 0.63262000 0.01419000 -0.01587900 0.01447000 0.04046800 0.04046800 0.04046800 0.000 0.000 0.542 -0.157 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 0.680 0.680 0.650 0.650 0.000 0.000 0.000 0.000 0.542 -0.157 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 0.680 0.680 0.650 0.650 0.000 0.000 NA 6.6091891 10.5943375 10.7546611 10.5704078 10.7415863 10.4195718 1.5217041 11.2425813 1.8842853 -1.2856006 5.9904966 7.9881672 10.8571167 11.2508615 14.9761725 3.7220178 11.7201714 8.6510093 8.7387216 8.4957311 10.4195718 -0.2856006 9.9189425 7.9764662 8.7023175 6.7030564 8.7844788 7.7853243 4.4957335 0.2993619 5.3142832 6.2062251 8.7408949 10.6000678 10.5897368 7.3105610 1.5217041 -0.2856006 NA 4.904195 9.067518 8.432031 10.585892 11.553378 9.524140 10.852963 10.861258 9.664927 10.201709 10.338253 11.943491 6.756796 12.280753 11.452675 10.352807 12.688007 11.326318 3.668573 10.639184 9.6242645 10.9171075 12.6580767 2.9622899 10.7090784 9.9219959 13.5105084 8.5345503 9.0519933 8.2899105 13.4707714 10.0017664 9.5527874 11.0413626 9.4371790 13.7087690 9.7367391 10.6987899 8.7723631 12.2217944 10.7851632 9.9916587 11.4013096 6.8691891 7.4148112 12.0877804 0.7143994 -1.2856006 9.1748273 9.0653106 11.7280430 10.4039326 10.3286212 10.8371994 11.5313550 7.3364235 NA NA 8.7553186 9.0135795 11.2132206 10.9158827 1.5217041 10.6469553 11.1258824 11.4158945 11.9385238 10.8258332 10.6528484 9.9365626 8.1717523 11.0441677 2.7143774 NA 6.9479910 10.3383397 8.8150339 8.7408949 12.0851950 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 & neck squamous cell carcinoma 9.5 1960 0 white not hispanic or latino 3 3 4 1 2 3 2 3 3 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 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 7 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 0 0 0 0 0 0 0 4 0 0 0 0 2.288734e-06 7.282335e-07 40.2298850574713 20.6896551724138 5.74712643678161 22.9885057471264 10.3448275862069 8.3431129 NA 9.5044297 0.7506922 3.9205791 8.9730481 6.5407325 4.6892544 8.7355489 15.8772124 6.4876214 8.6251251 7.4557119 NA 9.5504771 9.9404804 4.6892544 1.1656869 9.3653656 7.7279354 2.9730418 NA 6.0111825 1.1656869 9.6117426 3.1656869 10.0867904 9.6210205 10.6050048 NA 1.7506494 8.3118037 NA 12.6776930 8.1908331 10.6439574 9.1314776 8.8556914 4.9470536 11.9359442 NA NA 11.9174466 9.0800785 NA 11.2888447 12.0712176 10.8385606 4.4510924 NA NA 7.0422098 3.7506601 16.3407847 15.9575126 12.9125225 13.0635388 11.2765028 NA NA NA 10.1915250 5.3555167 10.9441811 8.1023311 4.0897947 19.7154883 19.9096812 11.3271402 NA NA NA 10.8252433 NA 6.4230806 5.7355493 9.8838922 9.4637559 12.6290899 14.9301503 8.2505017 2.9730418 1.9730602 11.9886624 0.1656869 10.5750842 10.4757380 8.6373686 11.0349016 9.7374459 NA 7.9272446 10.5867061 6.3848614 NA NA 8.8351453 3.7506601 5.0725818 7.4418179 7.9071605 12.8027710 -0.8341845 4.8381198 5.7202812 -0.8341845 10.8081963 7.0298791 13.5498025 11.3268252 7.9482656 10.6246125 NA 3.2531573 13.8444585 6.7804033 11.7060635 7.5793212 8.8661331 9.2293851 9.3592187 9.4159916 1.1656869 NA 10.7440660 7.4230814 10.9096862 8.0483365 8.5320153 11.7303192 3.2531573 7.8902071 6.2846344 -0.8341845 10.7660709 NA -0.00057865 0.00944910 -0.00027724 0.00000000 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 -0.00365820 -0.00152430 -0.00193990 -0.00193990 0.00684190 0.00183910 -0.00109530 0.00083195 0.00360760 0.01864500 0.00291330 0.00291330 0.00291330 -0.40760000 0.00944910 0.00110930 0.00555290 0.00555290 -0.00027724 -0.00027724 -0.00138580 -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 0.00684190 -0.00110870 -0.00110870 0.00183910 0.00583090 0.00083195 0.00652620 0.00652620 0.00805670 0.02763800 0.01864500 0.01864500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 NA 5.9470536 10.6251249 12.6425660 11.9161909 11.2384959 11.4763061 2.1656869 13.0015463 5.1429729 NA 3.4876150 5.5580104 7.4324801 10.2073525 14.4158066 5.3380214 11.5314689 9.2962638 8.5429038 8.2949763 11.4763061 2.3356262 8.7581502 5.1429729 8.6615483 8.5166326 8.8591804 6.7806972 -0.8341845 1.4876407 4.6892544 7.1372371 8.2182615 10.4643287 11.4623228 7.8203296 0.7506922 2.4876150 NA 6.845174 10.014316 8.804129 9.606563 11.900826 7.108208 11.241507 9.743122 8.427788 9.840768 4.920579 10.352427 3.033582 10.475738 10.390901 8.776718 14.006752 9.474032 3.253157 8.697075 10.1901404 12.2316143 11.9932345 0.1656869 9.3727077 11.5703027 14.4270166 9.5232454 8.0017437 7.7279354 11.4797100 8.7029117 9.2663555 10.7178820 9.6292176 9.3653656 9.9230834 7.7431224 6.9730487 11.9174466 11.2888447 9.8816553 13.0635388 6.1314784 5.4136212 11.3271402 NA NA 8.5537107 7.1713179 11.0349016 9.7374459 10.7072740 10.5867061 10.6580472 6.7431218 3.4876150 NA 10.6390287 6.7125875 9.1557973 6.6003218 4.2949736 10.8081963 10.4330652 10.6246125 13.2164773 11.0680684 10.8604864 8.5750842 6.8521936 11.1461899 3.8095482 NA 6.0483365 9.7895382 9.4819748 8.6951239 10.4516734 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 & neck squamous cell carcinoma 38 1970 0 white hispanic or latino 1 5 2 2 3 1 5 1 1 1 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 4 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 7 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 7 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 4 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 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 7 0 0 0 0 0 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 4 0 0 0 0 0 0 6.346035e-06 2.358089e-06 10.9803921568627 46.2745098039216 3.52941176470588 21.9607843137255 17.2549019607843 5.6052513 NA 11.3212127 NA NA 10.1647644 2.6052573 6.0458230 8.5857982 16.3484923 6.3056897 7.8395547 5.5660814 NA 10.2109948 10.3443080 5.3214591 3.3214519 0.3828332 9.1377458 0.7979260 NA 2.3828609 1.1198210 10.4547675 NA 10.1090765 10.7062884 10.7644012 0.3828332 NA 8.2216838 NA 10.8402391 9.5402052 8.6682606 10.8419483 6.4773762 6.2977417 13.0461199 NA NA 9.0775063 7.5726828 NA 13.8640270 0.3828332 12.5452496 7.5121415 NA 3.4983402 4.9271806 1.6052573 15.5997427 15.7103054 12.7291873 11.1116291 12.4637868 2.1198210 1.1198210 NA 11.4769360 9.1085085 11.0252109 9.9858664 NA 14.0146037 17.0470555 9.1096442 NA NA 1.6052573 11.4442295 NA 10.2382459 2.3828609 10.8848812 9.9914211 11.0240068 14.3708032 9.0635108 6.9577672 4.9678188 11.4240611 NA 10.2685546 12.5876260 9.2766653 5.0458230 11.2764126 NA 8.7665627 10.7513647 9.3418942 2.8853596 NA 7.5667748 1.3828332 10.2527091 8.5359880 11.2356478 11.3646634 3.2573275 NA 6.1729355 -1.2022399 11.6645951 6.9425544 13.6962137 11.3975762 9.5608592 11.0170643 NA 3.6052454 12.9616241 8.6682606 11.4281629 4.1198210 10.7097821 9.3438255 8.4948632 7.1016763 1.1198210 1.7978846 9.8565640 8.5035280 11.5483934 10.6476918 8.5511126 11.3500845 3.2573275 8.5627675 8.9064201 NA 9.2746421 -0.2020740 -0.0179250 0.0214720 0.0484730 2.5735000 2.2960000 -0.7671400 -0.7671400 -0.0199920 0.7958900 3.6569000 -0.0168330 0.0084827 -0.3912000 -0.3912000 -0.3746800 0.4816600 -0.3627600 -0.3390500 -0.7685100 0.0237150 0.8758900 0.0070910 -0.3628700 0.0324310 0.3913200 -0.3724500 0.0223130 -0.1958700 0.0458580 0.0253990 -0.0622180 -0.0269740 0.0214720 -0.0026238 -1.2929000 -0.7660300 -0.7834400 -0.7809700 -0.0615470 -0.0615470 -0.7475900 -0.7475900 -0.7874600 0.0407520 0.0249780 -0.3573700 0.0465670 0.7930300 -0.7911700 -0.1376400 -1.2929000 0.3909900 0.0084827 0.0084827 0.4233600 -0.3408900 -0.3516700 -0.0153200 -1.1672000 -0.3825700 0.0298960 0.0440020 -0.7961100 0.0125240 0.0125240 -0.7585700 0.0324310 -0.3724500 -0.3081100 0.3782600 -0.3504100 -0.1868400 -0.1868400 -0.1868400 0.000 0.355 -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 0.355 -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 6.017064 7.470321 9.705538 11.075764 10.968447 10.110779 10.632762 11.232524 10.638674 4.605251 NA 6.734534 7.624445 7.412605 10.203037 15.410030 2.888753 11.955558 9.690439 8.884510 5.842290 10.632762 2.119821 10.149939 3.257327 9.363264 4.289746 9.586614 7.719617 4.083298 5.605251 5.498337 7.722709 9.084454 7.722709 10.039879 7.731586 2.257312 2.704783 -1.202240 3.967823 10.933284 10.301717 10.940003 12.716200 8.489639 10.398273 10.746263 7.621263 9.542730 8.454321 11.132448 5.147331 12.587626 9.990189 9.802116 13.925371 11.254507 2.797905 12.382976 11.5511125 12.6412280 11.5602778 NA 11.7167590 11.6601457 15.4323641 8.1288125 9.4226911 8.0243080 12.4819869 8.5791243 9.4498444 10.7502730 10.1902132 0.3828332 10.4061506 8.3809787 8.1837579 9.0775063 13.8640270 10.4453542 11.1116291 7.5017990 1.7978846 9.1096442 1.9678326 0.3828332 7.0786664 8.4525316 5.0458230 11.2764126 11.3863762 10.7513647 10.6698010 8.4983354 2.2573124 4.7047890 9.2326907 9.9438279 11.2072867 5.7404095 2.4983275 11.6645951 11.2173293 11.0170643 13.8074183 11.0085671 11.0856082 8.2051638 8.0529245 10.6394601 NA NA 10.1170033 10.1821183 9.8538560 9.4694369 11.7299259 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 & neck squamous cell carcinoma 60 NA 1 white not hispanic or latino 1 2 3 3 3 2 4 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 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 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 7 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 7 0 7 0 0 0 0 3.467779e-06 1.075011e-06 15.6716417910448 26.865671641791 3.73134328358209 22.3880597014925 31.3432835820896 9.39200030 -1.65380897 10.53637390 3.04668313 5.74711882 10.35816667 8.59416819 5.14065597 9.02396028 14.91394420 7.17913082 7.12431779 9.29095261 -1.65380897 8.69938748 9.82399880 5.44427282 5.21660619 10.01778164 9.25688328 5.07416288 -0.65380897 11.06776703 8.82399896 11.93507232 -1.65380897 10.56661892 10.59298123 9.96646046 -1.65380897 3.34623359 8.57407312 NA 13.84702024 8.30769035 9.85153606 11.31076198 8.53235476 8.34905560 11.59134759 2.15361080 NA 13.20897480 8.03798395 0.66820991 11.25894285 8.30139651 12.44977430 4.55569347 0.66820991 -1.65380897 5.31202616 -1.65380897 14.26106832 14.56498771 12.46245051 9.88102981 12.77982604 4.30043859 0.93122919 2.25314215 9.58345064 9.73048474 12.85644845 9.98874361 0.93122919 18.20605440 18.09683146 12.27374080 -1.65380897 1.66816452 2.15361080 11.59149617 NA 7.57265248 4.12760027 10.86923401 9.66985839 10.57566025 15.92251087 9.09611002 6.17278951 2.93121027 10.70076550 -0.06884647 9.99774078 14.32786786 10.44031824 11.54437864 10.59861039 -1.65380897 8.50989018 10.73291148 8.04320833 NA NA 6.75618267 4.90082817 5.47552268 9.57205044 9.64143548 9.59949726 1.34624777 6.26510304 7.21968451 -0.65380897 10.26099949 8.18071180 12.51522603 11.53976596 9.28994210 10.97787241 -1.65380897 2.34624777 13.27100672 8.78399252 10.54713920 9.18150139 9.92405177 9.02220633 6.78918410 9.55691198 3.63163981 1.34624777 8.67042115 7.87176111 11.39778943 10.31598685 9.87664694 11.99751658 2.51616647 8.66922772 8.18386858 NA 11.19701348 1.34624777 0.435370 2.723300 1.299200 1.073800 0.335130 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 0.249650 0.598060 -0.394190 -0.022744 0.288180 0.435370 0.143840 -0.258050 -0.396790 -0.382800 -1.201500 -0.403400 -0.397080 -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 0.347340 0.414630 -0.135320 0.265300 0.000000 0.201520 0.160850 0.310210 0.306100 -0.381120 -0.413360 -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 -0.397 -0.397 -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 -0.397 -0.397 -0.061 -0.396 0.325 0.325 0.342 0.342 -0.270 0.000 -0.395 -0.070 0.000 0.543 -0.6538090 7.5917931 11.4936046 12.0232995 11.4619345 10.2497459 10.8953032 5.3349258 11.3127461 7.1439025 2.1536108 4.7385571 7.0570473 9.8712720 10.0805268 14.1020149 3.3949942 11.5203861 8.9113425 9.0594037 5.8219729 10.8953032 0.9312292 10.1152519 3.3462336 8.9462835 6.3405943 9.5205421 7.9873533 4.0186698 3.5941663 6.7974514 4.9160944 8.4857919 10.3051558 9.1430913 8.2989817 1.8056639 -1.6538090 NA 6.046681 12.045488 15.724238 10.757222 12.201596 9.968292 13.713041 11.112355 7.627011 10.864156 5.686091 10.433040 5.700004 14.327868 9.927441 10.223525 12.951498 11.983884 3.204219 9.834081 10.20071939 12.30288900 12.05392327 0.66820991 11.19857500 10.56873367 14.59054756 9.20499875 8.39880867 9.07755973 12.08749689 9.32711562 8.26956807 9.36165564 9.72886470 10.01778164 10.84832647 8.60362857 6.13414289 13.20897480 11.25894285 10.37068773 9.88102981 4.96095183 4.70379286 12.27374080 2.04666567 -1.65380897 9.48579188 9.93869761 11.54437864 10.59861039 11.02462068 10.73291148 11.08918151 9.18544438 2.99010169 -0.06884647 9.54740279 7.50358726 10.00623644 5.28875351 7.09443350 10.26099949 11.31364697 10.97787241 11.51475601 10.23460335 10.39472752 9.55203386 8.09275503 9.47294504 1.66816452 NA 6.76409266 9.25241708 9.47809755 9.36235241 10.94615345 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 & neck squamous cell carcinoma 75 1948 3 white not hispanic or latino 1 3 5 2 4 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.67019e-06 9.016224e-07 18.8679245283019 13.2075471698113 2.83018867924528 35.8490566037736 29.2452830188679 11.1973833 1.1460035 10.0286475 5.9008910 5.2649455 10.5717448 5.1117867 8.1289981 9.2174668 16.5687221 7.2039959 7.2254890 8.4936257 5.1903976 7.9058924 8.5372479 5.3844091 5.2440346 9.5286284 8.7111063 3.5035523 2.3159429 12.7377020 10.3283987 11.6228771 -0.8538662 10.1890316 10.6773858 10.4290927 0.1460035 5.7898596 9.1123368 -0.2689906 14.0174765 10.4988754 8.2760602 11.8024292 9.9469042 8.7780906 10.3594123 6.2906622 -1.8541269 12.8709445 8.4452123 -0.2689906 8.9116883 5.8722895 12.5346271 7.5447481 0.7310094 0.9533770 3.6054351 0.4679055 15.7623075 16.2732141 12.1522428 10.4941793 12.4738377 1.4679576 NA 7.7735382 10.7581817 9.4724338 11.1973833 10.1168292 2.7898544 16.8533938 17.6324387 11.8107849 NA 3.6054351 6.2906622 11.7534503 -1.8541269 10.9042276 5.0528940 11.1249614 10.5288985 9.8188716 16.3841772 9.1289978 6.1628122 6.2545279 10.8053313 0.1460035 9.5591032 12.4132388 9.8210792 11.3107542 12.2799493 -0.2689906 8.4532052 10.7365914 7.7328444 NA NA 7.5649108 7.3724167 10.1883478 9.4033921 11.0155982 10.3361376 5.3159285 1.7309660 8.0573961 NA 11.3116965 8.6358523 12.4871757 10.8739248 10.0792302 10.8013115 2.1460035 8.2294836 13.2888294 7.5972153 11.6414847 10.5090440 10.5047490 10.0035695 9.0332250 12.4047176 7.1403574 1.8464331 10.6572629 8.7431258 12.0214657 10.4095670 9.7262630 12.2916977 2.5383147 9.1452362 8.6197101 2.3159429 10.2765749 3.5722712 0.0036469 -0.0092276 0.5734900 -0.0221560 -0.0221560 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 0.0708580 0.0708580 0.1394300 -0.0248960 -0.0882040 -0.0882040 0.0983110 0.0048972 -0.0303650 -0.0155650 -0.0155650 -0.0092276 -0.0092276 -0.0092276 -0.3806300 -0.3806300 -0.3806300 -0.3874700 -0.3831000 -0.3831000 0.0019810 0.0019810 -0.3754600 -0.0221560 -0.0221560 -0.0221560 -0.3967200 -0.0110210 -0.0110210 0.3155100 -0.3755800 0.0000000 -0.3851200 0.2075200 -0.0562690 0.0682750 0.0682750 -0.0114340 -0.3710700 0.0708580 0.2394200 0.6134000 0.1394300 0.0935160 0.0935160 -0.0248960 -0.0248960 -0.0882040 -0.0434280 -0.0434280 -0.3816400 0.0048972 0.0048972 0.0048972 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 5.0163671 7.3772253 10.7433586 11.0152126 11.8365480 10.5164193 10.0020407 9.0994733 11.0402537 10.7316711 -0.2689906 2.2334586 7.0347473 9.5490164 10.1368175 13.6830407 3.3358262 11.5367107 8.0767419 8.2007716 7.2174663 10.0020407 2.6695711 10.7431258 5.3651746 8.2627643 8.7780906 10.3560577 8.0212471 5.5468852 2.0529027 6.8286125 4.6217354 9.2681852 10.9473086 9.1161103 6.9725525 3.7309660 5.8602502 -0.8538662 6.6656401 11.1512780 12.1177185 9.2623484 11.1424778 11.3493523 10.6303237 11.3894759 8.5785463 10.5210438 8.3963029 10.4371751 3.8291392 12.4132388 10.4605876 10.5543341 13.1083979 11.5428767 0.4679055 10.2620233 11.0092227 12.1961931 11.1967033 2.7309660 11.3140496 10.1835513 14.1071133 9.3657778 8.7300272 9.4296716 12.6372311 8.2869366 8.3566756 10.3957104 9.3603234 9.5286284 11.0951015 7.9339072 7.7082466 12.8709445 8.9116883 10.8752002 10.4941793 5.9914946 7.5057536 11.8107849 2.0529027 0.4679055 9.0730415 10.3324281 11.3107542 12.2799493 11.0918139 10.7365914 11.2984477 9.3891783 3.2752902 5.5123280 9.5074656 10.0944555 11.4083929 6.3259134 6.1117888 11.3116965 11.7367084 10.8013115 12.1940654 10.2344613 10.4690591 10.4514961 8.4127908 10.2397520 3.3159285 -0.8538662 7.1375261 9.5612074 9.9709631 10.0972891 9.7281464 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 & neck squamous cell carcinoma NA 1969 4 white not hispanic or latino 1 4 3 2 3 2 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 4 0 0 0 0 0 0 0 0 0 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 2 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 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 6.484746e-06 1.803245e-06 10.6122448979592 29.7959183673469 10.6122448979592 31.0204081632653 17.9591836734694 10.5350096 NA 11.3848514 1.7025246 4.8522636 9.9622584 6.9786395 6.5851579 7.7659100 14.1429301 7.3318718 6.9265166 8.3300488 NA 7.6996946 7.2949717 5.3059924 2.4029677 10.9701796 9.8799347 1.5098478 1.0244615 11.4496591 9.9908044 11.4146121 NA 10.8554337 10.5246875 11.0221872 1.7025246 5.8824230 8.7444615 NA 13.0323815 9.8548000 8.7345609 11.5474170 7.0818935 9.2033571 10.6490559 8.4046877 NA 13.0228926 7.8240486 NA 11.2518184 7.5193390 12.9330610 7.4270287 NA NA 7.3784717 -0.2974311 13.2079545 13.6251998 12.0908015 10.7843314 13.0881079 -0.2974311 1.5098478 4.3749421 9.3436636 9.1923631 12.2132793 10.0889165 -1.2976084 17.4585664 19.0622110 10.0786405 NA 0.2874723 1.5098478 11.9057101 NA 7.6711815 2.7025246 11.6578326 10.7431473 9.6362057 15.5170976 8.4540591 3.3463754 2.8724348 10.6468611 2.0244261 9.9954119 12.9678913 8.7234951 12.0585543 11.8886293 0.2874723 8.2043520 11.3017306 9.8680502 NA NA 7.0991195 5.5728806 5.8923400 9.7846641 9.9908044 11.0542825 6.6154045 3.0948272 5.8110394 NA 10.6417270 9.2884165 13.5273744 11.8585982 9.9016353 11.1041946 -1.2976084 4.5354060 13.2376689 9.2309691 10.8589142 8.4756544 9.9570123 10.4300400 7.4167604 10.4029548 4.4838738 1.2874723 11.9725183 8.9516286 12.0051540 10.1087201 9.3172249 11.5649587 2.0244261 9.2138231 9.7799985 NA 11.0586919 -0.2974311 -0.0069951 0.5764800 0.8864600 0.0235660 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 0.0019936 -0.0184900 0.6476300 -0.6151800 0.0000000 1.1707000 -0.7546900 -0.7545200 0.6824700 0.0137720 0.0137720 -0.1529800 -0.7786300 -0.7786300 -0.7577100 -0.7577100 -0.7690400 -0.7690400 0.0351000 -0.7507200 -0.7633800 0.0235660 0.0235660 0.0158660 0.0248290 0.1402800 -0.6772900 -0.6438700 -0.7674900 0.0087528 -0.0486130 -0.0663860 -0.2360600 0.0022193 -0.7860800 -0.7832800 -0.7912600 0.0324220 -0.6681800 -0.7209600 0.0086135 0.0418830 0.0699560 -0.0121620 -0.0587310 -0.7563300 -0.0529360 -0.0762780 0.0083351 -0.1988700 -0.1988700 -0.1868500 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 -0.043 0.688 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 -0.043 0.688 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 -1.2976084 8.6003605 10.7846641 11.2065892 11.3001021 10.8100591 10.8683642 7.2338967 11.8154432 7.7766567 3.6094004 4.1287800 7.3245667 10.1731739 9.7172331 13.2537427 5.7622372 11.0493058 9.5782644 8.5084203 6.3678515 10.8683642 0.2874723 11.1498567 4.0600647 8.2592127 6.5912590 8.8923027 6.7922567 4.4029541 3.9119695 8.0062503 6.4439829 9.0401371 9.5897358 9.3705137 7.6420943 2.8724348 0.7024802 NA 6.120369 9.831798 11.656150 8.968130 11.157328 10.010854 14.123692 11.952813 7.541718 10.845579 7.575959 10.936135 5.694150 12.967891 8.228036 10.715838 14.461357 11.141047 NA 9.803834 11.2253418 11.5288649 11.3384599 -1.2976084 10.7686043 10.9225911 14.7483807 8.1802732 8.0840579 9.5401430 11.8379038 9.0013795 8.3282239 10.7942810 9.5234918 10.9701796 9.6625171 7.3209007 7.0017234 13.0228926 11.2518184 9.8911040 10.7843314 6.1619461 4.7686025 10.0786405 5.4969321 NA 8.8162573 10.3222766 12.0585543 11.8886293 9.8985024 11.3017306 11.6417270 9.0644588 1.0244615 -0.2974311 8.8293355 8.7559251 10.4094427 7.8997315 5.6094063 10.6417270 11.0080069 11.1041946 12.3220473 10.2416738 9.9198670 8.4822344 8.1822955 10.4883762 -1.2976084 NA 8.9156192 7.4790139 8.0017229 8.9349360 10.1696111 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 & neck squamous cell carcinoma NA 1952 5 white not hispanic or latino 1 3 4 1 1 3 3 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 4 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 1 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 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 1 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 1 0 0 4 0 4 0 0 7.906535e-06 2.912934e-06 16.6134185303514 51.1182108626198 2.23642172523962 15.0159744408946 15.0159744408946 8.0831687 NA 11.4178893 1.2903654 2.1972678 11.0456834 3.9342334 6.4299306 8.0486018 16.1364504 7.2733723 7.9838652 8.0502666 -1.7098115 9.9746888 9.2604844 4.7333218 1.6123053 2.1972678 8.7630693 -0.7095756 -0.7095756 8.8440077 3.0452682 10.6015592 NA 10.9025559 10.4621808 10.4448802 NA 4.0717369 9.0983935 NA 11.1250471 8.9494824 8.9890831 11.6323143 6.9628035 6.3564678 12.3338331 2.2903654 NA 10.3818139 8.3962871 NA 9.4228782 5.5390657 11.8363083 8.8440077 NA NA 4.6479304 0.6123053 15.8551522 16.5126925 12.5829547 9.9046283 12.7790974 -1.7098115 NA 4.7166453 10.0548355 9.0602163 11.1506896 9.9472502 2.4376805 17.8337314 15.6337377 10.2460285 NA 1.0977456 -0.1246917 11.3676950 -1.7098115 6.8372734 7.0114777 11.7283425 11.1111558 10.5326594 15.3376942 9.5711493 4.2676556 3.3778456 11.2949501 -1.7098115 10.3016057 11.5860743 8.5907311 11.6335642 10.8437678 NA 9.0037650 11.5103033 5.4900502 2.0977456 NA 6.7211662 6.2847325 4.1483566 8.9960110 8.2790631 10.0326880 NA NA 7.9557144 NA 10.6797410 9.4521403 12.7218761 11.6826959 9.6523058 10.9418787 -1.7098115 1.4603232 12.9831030 8.3443043 11.6940563 7.3320374 10.1877627 9.7567763 13.4326452 9.9023255 2.4602970 0.8753083 10.8198091 9.5606739 11.4369472 9.2626403 9.2833169 11.0737860 2.1972678 9.2870216 9.1530159 NA 12.0601131 1.0977456 2.68580000 -0.01298900 0.72055000 0.56863000 0.54153000 -0.01392200 -0.01392200 0.43564000 0.59638000 0.58112000 0.58112000 0.58112000 -0.55126000 0.00569190 0.00000000 0.01363200 -0.59546000 3.65690000 -0.58941000 0.00000000 -0.03762600 -0.03762600 0.05551500 0.00833510 -0.00843850 -0.00843850 1.13070000 0.84556000 0.00513590 -0.60342000 1.68080000 -0.02041200 -0.02041200 0.00722170 -0.23055000 -0.23055000 -0.62988000 -0.61882000 -0.60757000 -0.01904000 -0.01904000 -0.02849100 -0.61374000 -0.00912860 -0.00912860 -0.00912860 0.00097064 1.64170000 0.01153900 -0.62865000 -1.14050000 0.00000000 -0.59244000 -0.58227000 0.01223700 -0.61978000 -0.55367000 0.00027728 -0.02452400 -0.03762600 -0.00346270 0.01112100 0.05551500 0.01306800 0.01306800 0.00833510 0.00833510 -0.00843850 -0.57822000 -0.00733390 0.01600600 -0.50453000 -0.50453000 0.62242000 -0.538 -0.538 -0.554 -0.554 0.000 0.000 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 0.173 0.000 0.000 0.542 0.542 0.000 0.000 0.424 0.000 0.381 0.581 0.000 0.000 -0.505 0.707 -0.538 -0.538 -0.554 -0.554 0.000 0.000 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 0.173 0.000 0.000 0.542 0.542 0.000 0.000 0.424 0.000 0.381 0.581 0.000 0.000 -0.505 0.707 NA 7.1760744 10.2836708 12.0011849 11.2316096 10.5775137 11.8039828 0.2904244 11.2921385 4.8602328 1.9908097 4.4401283 8.3375024 9.5803973 10.3220797 13.3612541 5.1878627 11.3554580 7.7802268 8.7315383 6.6869837 11.8039828 NA 11.0293152 4.0977372 8.3116916 6.0585633 9.5935827 7.5110473 4.3127450 0.2904244 7.5547040 6.2151913 8.6880530 9.3975955 9.8921493 8.5311697 2.0977456 4.0977372 1.460323 5.656699 10.853575 11.867682 9.177599 11.467642 9.208496 11.315518 11.938624 7.437583 9.867335 6.470288 10.782732 6.209658 11.586074 8.732285 10.227752 13.483835 7.429930 2.875348 10.429930 10.5864343 12.4039579 12.1463176 -0.1246917 11.9975219 11.1454416 13.1751653 9.9851717 9.9676577 9.6402126 11.3633485 9.8908443 8.4350368 9.6648746 8.8678072 2.1972678 10.4537137 9.5143801 8.1653598 10.3818139 9.4228782 10.4037952 9.9046283 7.6933908 7.0684559 10.2460285 1.2903654 1.0977456 9.4028181 7.3456607 11.6335642 10.8437678 9.9000191 11.5103033 10.6775880 8.5167905 4.5571650 3.9628081 9.2568984 10.5448580 10.0949130 7.7498104 5.6302278 10.6797410 11.3890686 10.9418787 12.0977334 10.5667938 9.3818139 8.5595052 7.8487994 7.9503745 3.1483647 -0.3591940 4.9342334 9.6299223 8.9977375 9.5798211 10.6651463 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 4 4 3 1 3 4 2 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 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 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 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 4 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 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 6 0 0 0 0 3.710523e-06 1.317756e-06 22.8187919463087 22.8187919463087 4.02684563758389 18.7919463087248 31.5436241610738 9.2986329 NA 10.8482542 3.2718290 5.4942268 10.4147907 3.0653827 7.2414589 9.0231536 15.1076687 7.5985617 8.2956794 8.0619096 NA 8.6778250 9.6187896 6.0791882 3.8243707 6.3536268 8.7070167 3.0653827 NA 10.4642900 9.9060389 11.4107018 1.9499084 9.5973630 10.4410897 10.6664384 0.9498711 2.1722955 8.3787392 7.0584291 13.5124651 8.2414593 10.3817505 10.9583333 8.3507841 7.5743952 10.7339942 5.9041011 1.3649646 11.4799858 7.7700837 0.3649086 12.7122867 3.6128714 12.1085144 7.0584291 NA 3.2718290 3.2718290 NA 14.7960800 16.6101268 12.4188681 10.0087984 12.5197603 0.3649086 NA 0.9498711 10.2119995 8.4812860 10.4263134 10.0186830 NA 16.9375906 17.5906392 9.6572638 3.0653827 2.8243809 3.1722955 11.5667598 3.8243707 6.7047918 4.6503452 10.7595121 10.9118366 10.1089350 13.9907651 8.2808213 7.7268857 5.4942268 11.1356060 0.3649086 10.0894560 11.8610470 8.7312644 10.7796274 10.8894839 NA 8.3564639 11.6069253 7.8607971 NA NA 6.3194879 4.2718365 6.4417573 9.6282113 10.1747103 10.4384143 5.9499037 NA 7.6503445 2.9499084 10.6578389 7.5792616 12.7161575 11.0627785 9.2522695 10.2009925 -0.6350914 0.3649086 12.6668670 7.8366172 10.9036161 8.2838056 9.4298197 9.5298491 5.3649436 9.7025640 1.3649646 1.3649646 8.2009927 9.4864757 11.4134291 8.5146892 9.6433916 11.0047351 2.9499084 9.1340692 10.0679805 NA 10.1289844 -0.6350914 1.761000 -0.063032 0.635180 1.412700 0.875080 0.113740 0.113740 0.050491 0.050491 -0.282870 0.608350 1.376400 -0.279840 -0.279840 -0.279840 -0.262270 0.182980 0.186460 0.880660 -0.092742 -0.040209 -0.040209 -0.035176 -0.026247 0.251050 0.235500 0.192230 0.082909 0.324950 -0.254430 0.411280 -0.063032 -0.063032 -0.063032 -0.276550 -0.276550 -0.282270 -0.282270 0.355450 -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 -0.105790 -0.092742 -0.040209 -0.040209 -0.033950 -0.033950 -0.235210 0.206410 0.206410 -0.725170 -0.040480 -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 0.9498711 8.1626038 10.7864811 10.5689019 10.9924761 11.4364045 11.0378095 2.6868815 11.2441425 7.8243739 2.8243809 6.2597602 7.2166915 10.4609984 10.1164863 13.6849670 3.6075434 11.6217405 7.6270370 9.1491026 7.0373679 11.0378095 4.0653827 11.2237003 4.2229205 7.4291464 6.0653827 9.4011159 8.2150354 4.6503452 -0.6350914 6.4942252 6.8727364 9.4890634 9.1331265 9.5596991 7.1331268 1.3649646 2.1722955 6.119829 3.452411 10.165842 10.981027 10.007896 12.256726 9.429685 11.173504 12.074672 7.133127 11.352206 8.807886 10.137257 3.401439 11.861047 8.244526 10.749726 12.619070 9.959267 2.949908 9.010601 10.9108720 11.9473194 11.1634139 NA 10.7859550 11.1998082 15.1214190 10.2536854 9.1706860 8.6846143 11.8821194 7.4019947 9.5707354 10.2166912 9.7213942 6.3536268 10.3873100 8.0267204 11.0510049 11.4799858 12.7122867 10.3907739 10.0087984 5.7912072 4.0088006 9.6572638 5.5146904 -0.6350914 9.3059897 10.4004286 10.7796274 10.8894839 10.0195782 11.6069253 10.5522943 9.1347800 4.1198293 8.5596991 9.4127477 8.1658421 11.4867994 6.6128700 7.4093366 10.6578389 10.3162269 10.2009925 12.7970925 11.2886411 10.7197425 8.2166911 10.6732812 9.8006125 1.6868815 3.7572580 2.5348585 9.7228900 8.7508044 9.6152406 10.8371253 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 3 5 2 2 3 4 3 NA NA 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 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 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 5 0 0 0 4 0 0 0 0 0 0 4 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 0 4 0 0 0 0 0 4 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 6 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.369401e-06 1.075011e-06 32.0754716981132 21.3836477987421 2.51572327044025 23.8993710691824 20.125786163522 8.4658729 NA 10.5606011 1.0821576 1.8191368 10.0460280 3.4972036 5.7260247 8.4744859 16.8803298 6.5632954 7.6418646 7.7212079 NA 10.2386731 8.1518421 4.8191317 6.0821682 9.7557721 7.9192709 2.8191368 NA 7.0746349 6.9729396 10.5740216 5.3045621 10.5333797 9.7663328 10.5443300 NA -0.5028731 8.6712828 NA 13.5819314 7.8009866 9.5497741 10.9417033 7.9318343 5.1696324 9.3767894 2.8191368 NA 12.0089587 8.5361252 NA 9.5361250 6.1998627 10.8700711 5.7451324 NA NA 5.0821703 1.8191368 16.2658556 16.7349508 12.2570942 11.5122726 12.2928399 NA NA NA 10.7901028 8.4426500 10.6614845 9.2453989 -0.1022175 16.9183011 18.3661374 12.2825298 NA -0.5028731 0.4972291 11.5049342 NA 7.0821682 5.5846679 10.6845148 9.1554176 10.6245556 15.3759515 9.2752832 2.6671201 2.4972036 11.0158592 0.4972291 9.6456826 12.3849788 9.0227268 10.3117885 11.6802210 NA 8.1338306 10.8830685 8.3458288 0.4972291 NA 8.6128221 3.8191368 4.5416016 8.7593010 10.2719931 11.3470021 NA 3.3045548 1.0821576 NA 11.5150584 7.8191342 12.8004160 10.9920616 10.2658370 11.0651621 -0.5028731 NA 13.8278429 7.5140141 11.3905076 6.5524877 9.7771300 10.9245189 6.2520939 11.2851086 1.4972291 2.0821576 10.1713984 8.4572081 11.5429657 9.3935385 8.7872248 11.9479018 2.3045694 8.9651782 8.5899631 NA 10.3205734 -0.5028731 -0.00367910 0.00000000 0.00360760 -0.00456950 -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 -0.00332430 -0.00830050 -0.00830050 -0.00332430 0.00013863 -0.02589300 -0.02589300 0.06065100 0.02496900 0.02174400 0.02174400 0.02174400 -0.00367910 -0.00725610 0.00000000 -0.00166290 -0.00166290 -0.00166290 -0.00166290 -0.00221680 -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 -0.00332430 -0.00830050 -0.00830050 -0.00110870 -0.00110870 -0.00332430 -0.02575600 -0.02575600 0.00013863 0.00013863 -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 NA 6.5740213 10.2670439 11.7642853 11.2019743 10.4279434 10.7403800 -0.5028731 10.7669172 4.6671314 0.4972291 NA 6.7733305 8.3889898 10.5746895 13.6246362 5.2942200 11.6755597 8.0010321 8.9764003 6.8895234 10.7403800 NA 10.6011495 2.8191368 8.8025839 9.4397206 9.9880569 7.5702231 0.4972291 0.4972291 6.3551872 5.0821703 8.2752832 10.5893025 10.1119159 7.6161474 1.0821576 NA 0.4972291 9.4055987 11.4190470 10.6677571 10.1607642 11.5945798 7.7498714 10.6833203 10.9653210 9.9890591 10.4579321 8.0285874 11.5726852 3.0761486 12.3849788 9.5939212 10.0755788 12.6965517 9.8281230 0.4972291 9.8146187 11.1338307 11.9169029 10.5216531 NA 10.9774914 11.5084333 14.9447407 9.4367852 9.1410623 8.4070991 12.2477037 8.8187509 8.3395565 11.0074757 8.5497743 9.7557721 10.7486885 8.9150586 6.1976453 12.0089587 9.5361250 10.0746349 11.5122726 6.1837068 5.9890595 12.2825298 0.4972291 NA 9.2637349 8.2981061 10.3117885 11.6802210 11.1950424 10.8830685 11.7442435 9.2736392 3.3045548 0.4972291 10.0472409 7.8055453 9.9245189 6.3300958 2.4972036 11.5150584 11.2416195 11.0651621 12.4020288 10.7528248 10.4716207 10.1572019 6.9484175 10.4070992 3.4040993 -0.5028731 3.3045548 9.8087613 9.8202608 9.7403800 10.3744902 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 & neck squamous cell carcinoma NA NA 2 white NA 3 5 2 2 3 2 3 3 3 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 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 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 6 0 0 0 0 0 0 0 0 0 0 1.144367e-06 4.161334e-07 16.3265306122449 20.4081632653061 8.16326530612245 32.6530612244898 22.4489795918367 10.3267674 -0.6003367 10.9600631 2.3997180 3.3539302 11.2720203 6.1208288 7.6805009 8.2945482 15.9438191 7.4413897 7.6333498 7.4631254 2.7216570 9.2716355 9.0888547 6.1344407 5.5392829 10.8774885 9.5702813 -0.0153742 -0.0153742 7.8027425 9.9070293 11.4156679 NA 10.3930225 10.8470718 10.9917200 3.1583532 3.8591645 9.6762734 NA 13.4220981 8.6606499 8.5932555 11.6881638 8.6018540 6.3884152 12.2947365 6.0363539 1.9846987 13.2532835 9.1753405 2.5696612 11.6967898 2.9846987 12.4462574 7.0471883 NA 0.7216789 4.3304652 1.8591745 15.1020650 15.3532094 12.4632939 10.2334110 13.0560992 NA 2.7216570 4.3997317 9.9804599 9.7199666 11.1751348 10.1491807 1.7216789 15.4712136 17.6989139 12.3531992 NA 2.2070807 4.2326224 11.7659158 -1.6003367 8.6188986 5.3066195 11.4705573 10.4681726 9.8006097 15.3281330 9.5583400 3.6476599 6.1876332 9.8820341 2.4872033 10.0663982 13.0387227 10.3263969 12.1392999 11.6461740 -0.6003367 8.8925850 11.6161730 7.5969471 -1.6003367 NA 6.7367280 7.8632546 7.7834344 9.3884149 10.3326831 9.9085154 6.0721551 0.7216789 9.1612816 NA 10.9313554 8.7148798 12.9717198 11.4954569 9.8689040 10.2322247 4.6851328 6.3126198 12.9517989 8.1695683 11.1156923 10.6437967 10.9611447 10.1709679 10.0408789 10.7035110 5.8915844 4.2070885 11.3404109 9.2983316 12.0274921 10.6591793 8.8457795 11.8883236 2.6476599 9.5250145 8.5596016 0.3997727 10.7188378 0.9846987 0.00746100 0.00746100 0.19573000 -0.00849380 -0.00849380 -0.01092200 -0.01092200 -0.01023200 -0.01023200 0.00166420 0.00166420 -0.00691950 0.26923000 0.26923000 0.26923000 0.26923000 0.51350000 -0.45479000 -0.00346270 -0.00774820 0.20519000 -0.22268000 0.00416320 0.00791750 0.00055459 0.00055459 1.58260000 0.00247790 0.00000000 0.00485790 -0.00757070 0.00746100 0.00746100 0.00746100 0.20320000 -0.46362000 -0.45747000 0.19573000 -0.22293000 -0.22293000 0.22160000 0.22160000 0.20320000 -0.00849380 -0.00849380 -0.00221680 -0.01092200 -0.01023200 -0.01023200 0.00166420 0.26923000 0.26923000 -0.00401620 -0.00401620 -0.00401620 0.01126100 -0.45479000 -0.00774820 -0.46206000 0.22006000 -0.45426000 -0.45426000 0.00416320 0.16325000 0.16325000 0.00791750 0.00763920 -0.01037000 -0.01037000 -0.01037000 0.02118300 0.01810300 0.01810300 0.00247790 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 NA 7.8488789 10.4658194 12.3182209 10.9284285 10.3077475 10.0249824 2.5696612 10.8594180 6.2514786 -0.0153742 5.0721573 7.7660525 10.5115179 10.9471068 14.5939677 3.7292156 12.0755771 9.0217820 8.7346294 7.3940836 10.0249824 NA 10.3352636 5.0721573 8.8241276 7.9619728 9.2693240 8.8562593 5.8835451 9.9610181 7.7572160 5.4658210 8.1892637 9.7968701 9.2143128 7.4276363 2.3066122 5.4871937 1.399718 7.657118 10.595410 11.856339 12.544070 12.480381 9.753980 10.025439 11.464810 10.227867 10.902065 8.929161 11.295306 4.324782 13.038723 11.565422 11.232225 12.183826 10.798474 1.207081 10.962211 10.9519190 11.5249822 12.7915780 1.3997180 11.6201086 10.6067446 14.6204668 8.1843651 8.7473515 9.4885184 12.8746403 9.6689855 8.6152633 10.2111049 8.4792152 10.8774885 10.9641179 9.8855596 9.1267997 13.2532835 11.6967898 9.8805204 10.2334110 5.7747686 7.9809307 12.3531992 2.1001703 -1.6003367 9.4283271 10.4745407 12.1392999 11.6461740 11.4626196 11.6161730 11.6746907 9.2990871 1.3997180 -0.6003367 9.4894588 9.7768431 11.2171137 8.4468542 4.3539231 10.9313554 11.5485246 10.2322247 12.0085626 10.1148343 10.0413305 10.3477324 7.1546176 10.2262788 3.8259993 0.7216789 10.4732024 9.6275687 10.6831080 9.8027422 11.4000824 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 & neck squamous cell carcinoma 50 2001 1 white not hispanic or latino 1 4 4 1 4 1 4 1 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 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 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 1 0 0 0 0 0 0 0 0 7 0 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 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 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 3.779879e-06 1.387111e-06 18.7919463087248 41.6107382550336 4.02684563758389 20.1342281879195 15.4362416107383 9.9760056 -0.2575626 10.9657843 3.2018220 4.6003649 10.3575556 7.1728385 6.0552694 9.2312303 13.6471616 6.9615539 7.9831772 7.6878299 -1.2577350 8.9867497 11.3155597 4.8921336 5.4148121 5.4838545 9.2028418 0.3273425 NA 10.2556199 10.4284486 11.5035215 -1.2577350 10.3762893 10.6943991 10.9894233 0.7423512 2.9123050 8.4487783 -1.2577350 14.2607009 9.4574898 9.6227347 11.8446897 8.0484476 8.0597987 11.2087173 3.0643138 NA 13.3870871 8.9914995 2.0643310 12.6083124 7.1319094 11.5045603 5.0822342 -1.2577350 0.7423512 3.6965837 1.9123050 13.8143049 12.7439410 12.5141848 10.3003282 12.5022741 NA 0.3273425 2.9903196 10.2800896 8.6356873 11.8504202 10.2566068 -1.2577350 16.3609936 18.1171197 10.1749278 -1.2577350 -0.2575626 0.3273425 12.2672948 NA 9.4506075 4.2018142 11.7470066 10.4876400 9.9426715 15.9173213 10.1389907 6.5237454 3.6492820 10.6007554 0.3273425 10.5976437 12.9715051 8.2402375 11.2815447 11.1824764 NA 8.9432846 11.0982875 4.6003649 NA NA 7.0461669 6.0911138 8.0597987 9.2382409 10.1443319 10.1956565 3.9123145 0.3273425 6.7023874 NA 10.2863844 8.4617745 12.7704646 12.1004876 9.8670371 10.7511646 NA 2.3273425 13.0088064 8.3644376 10.7946142 8.3717427 10.0929439 9.5539612 6.9950514 9.9542741 3.1346974 1.9123050 12.1583917 9.2531500 11.3467074 10.5937445 8.6863657 11.4947665 3.2018220 8.7103036 9.5633626 -1.2577350 10.2181193 -0.2575626 0.318940 0.519380 0.900830 0.110770 0.079218 -0.110720 -0.110720 0.277840 0.277840 -0.236100 0.858290 1.237000 3.656900 3.656900 3.466700 0.165600 -0.373170 0.899030 0.142760 0.132330 -0.242930 -0.225310 -0.233780 0.135510 -0.402220 -0.608470 0.175230 0.462920 0.102150 -0.242570 0.192490 0.318940 0.519380 0.110910 -0.648320 -0.646430 -0.646430 -0.646430 -0.400890 -0.391110 0.016520 0.016520 0.000000 -0.644840 -0.651140 -0.651140 -0.110720 0.012012 0.012012 -0.686910 -1.292900 0.095897 -0.112510 -0.112510 -0.499680 -0.369670 -0.648210 0.126040 -0.242930 -0.242930 -0.241230 0.547300 -0.233780 -0.214330 -0.199290 0.135510 0.142760 -0.608470 -0.115390 -0.115390 0.123980 -0.688910 -0.690730 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 -0.263 -0.263 -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 -0.263 -0.263 -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 2.327342 7.205911 10.672384 11.027210 11.106247 10.236241 10.972106 9.670164 11.750639 7.575276 NA 3.696584 6.575276 10.818867 10.487220 13.684763 2.918711 11.259317 8.973607 8.481002 5.775809 10.972106 2.442837 11.110347 3.600365 8.111416 6.612751 9.863919 8.568473 3.742384 1.327342 9.230176 5.250181 9.607346 8.463485 9.330163 6.871669 1.549718 2.201822 NA 4.971203 11.500609 11.661247 11.266928 12.238990 8.862624 13.996935 11.618135 8.906036 10.750464 6.435874 10.412157 4.984225 12.971505 12.355370 10.345085 12.968154 11.573297 -1.257735 9.847640 10.6812303 12.3898443 12.2336127 NA 11.7159039 10.9340620 14.6829504 10.4125995 9.4711568 8.7153656 11.7930848 9.7462130 8.3103419 9.9807906 8.6341696 5.4838545 11.1647135 8.6760766 6.9807908 13.3870871 12.6083124 10.4766721 10.3003282 5.2815462 5.2501809 10.1749278 6.3570963 NA 9.0944293 9.5245650 11.2815447 11.1824764 10.8710246 11.0982875 11.1681263 9.1997668 5.1174249 2.9903196 9.2825721 7.9494001 11.2904853 6.1517777 6.9760050 10.2863844 11.7590201 10.7511646 12.6279869 10.1868832 9.9825810 8.2561134 7.6462678 10.0535666 -0.2575626 NA 7.6994878 8.4140509 9.9718056 10.2649674 11.1798779 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 & neck squamous cell carcinoma 60 1959 0 white not hispanic or latino 2 2 4 3 3 2 1 2 1 1 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 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 2 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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 2 0 7 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 7 0 0 0 3.120881e-06 1.17033e-06 15.625 15 2.5 41.875 25 9.5962872 NA 10.7253372 4.1942920 5.9836161 10.3668310 7.3037278 5.5410966 8.6365173 15.3267945 7.3607312 7.3780919 7.3396175 NA 8.4405706 8.2743590 5.1136755 3.7581966 8.0260841 8.3986535 1.9926597 0.6707497 11.7084514 8.6103121 12.0860785 NA 10.3677004 10.4655549 10.0901664 1.2556820 4.8995527 9.1567935 0.9926959 13.1343211 8.5067832 9.5286205 12.0661331 8.2817576 7.3289441 11.3471307 3.8406546 NA 12.6453267 8.3866950 0.2556820 12.5902480 10.4387394 12.8812520 6.9699413 0.6707497 NA 5.2405891 1.2556820 14.9175662 15.2215229 12.5538782 9.8312346 13.2249619 -0.3293409 1.8406445 5.3000908 10.8242849 8.8293425 11.1802605 10.8054801 1.6707497 17.7248232 17.8760969 10.5079665 3.1301566 2.5776343 0.2556820 12.0457723 -0.3293409 7.5655507 6.2556952 11.3680024 10.2533453 10.1755518 15.9964496 9.6081068 4.9561357 6.6191004 11.1819913 0.9926959 11.4714306 13.7951385 8.3199891 11.0141962 12.0008094 -1.3291597 8.7779499 10.3668310 7.8506419 NA NA 6.6709579 7.1745582 6.9328277 9.7103374 9.9049516 10.2659904 0.9926959 1.6707497 5.1136755 NA 10.4442842 8.6636712 12.2899212 11.2159387 10.1893271 10.8968440 -0.3293409 4.5533789 12.9014288 8.1982098 10.6051609 8.2367868 10.6345573 9.7650416 7.0587505 10.3990786 4.5287151 -0.3293409 11.2060082 9.8487752 11.9487467 10.1429160 9.0980458 12.2675050 2.3711685 9.3402734 9.0161380 -1.3291597 11.7251676 1.2556820 0.27553000 0.82725000 0.83982000 0.80383000 0.79374000 0.00583090 0.00583090 3.65690000 0.81552000 0.03143600 0.42839000 0.42839000 0.19424000 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 -0.02068700 0.02904400 -0.00332430 -0.41762000 0.15532000 0.27553000 0.21929000 -0.34985000 -0.42789000 -0.42789000 -0.41871000 -0.43077000 -0.42429000 -0.42429000 -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 -0.42462000 -0.42462000 0.20779000 0.20870000 -0.00384490 -0.21100000 -0.21100000 0.37397000 0.34015000 -0.00512270 -0.05185600 -0.47416000 -0.42571000 -0.04794000 -0.04794000 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 0.780 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 0.780 0.000 0.000 0.000 0.000 0.816 0.000 0.397 0.226 0.087 0.000 0.000 NA 7.8801859 11.2699483 11.6447889 11.5474416 9.8122014 10.5414829 3.3145950 10.6802116 8.9572907 -0.3293409 5.9653526 7.6537265 9.9328277 10.3019100 12.5811882 3.1542267 11.3750688 8.8306043 8.5485692 6.1545488 10.5414829 3.1942920 10.5364662 4.0282862 7.8746439 8.0304823 10.1229124 8.3529200 4.0969955 1.8406445 7.0414204 5.7687639 7.9745138 10.0710787 9.2377382 7.6847535 2.3711685 2.8406646 0.255682 5.659417 11.498473 13.373001 9.882013 12.214490 9.717857 12.356467 11.756371 8.357234 11.812173 7.935176 10.830919 5.046989 13.795139 11.047130 10.763160 13.106563 11.613797 3.528709 10.240589 10.2950714 12.1293958 10.4310369 0.2556820 11.8847484 10.1270873 14.1213629 9.9898404 9.7435353 9.3064509 12.8350899 9.2093196 8.3554815 10.0446855 9.5083607 8.0260841 11.2045493 8.3055438 8.2310656 12.6453267 12.5902480 10.2725037 9.8312346 5.7041554 6.5776237 10.5079665 NA 0.6707497 9.1923333 9.5480169 11.0141962 12.0008094 10.4756705 10.3668310 11.6885852 9.8562277 6.9561345 NA 9.4510102 7.6791613 9.8274480 7.2291534 3.8000198 10.4442842 11.5706562 10.8968440 11.8671813 10.2035758 10.4426349 9.1229742 7.0630499 10.2692507 4.0969955 -0.3293409 6.7368227 9.0599555 9.9607518 10.1110830 10.6700282 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 & neck squamous cell carcinoma NA NA NA white hispanic or latino 4 3 1 1 1 3 4 3 1 3 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 0 0 0 0 4 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 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 0 4 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 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 7 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 4 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 6.658135e-06 2.080667e-06 20.7843137254902 49.4117647058824 5.49019607843137 15.2941176470588 9.01960784313725 9.8258355 NA 10.3612442 3.2745450 2.6371001 10.7316270 3.5546502 7.6863527 9.6839303 16.8151517 6.1110397 7.9469647 7.6619412 1.0521376 9.8648590 8.6067357 4.9266162 4.2745375 10.3718190 8.3126742 3.3740796 2.4671751 9.8648590 7.2550871 11.0960855 NA 10.1083330 10.1788513 10.3566883 NA 4.5115756 8.9926073 -0.5328249 14.1365677 10.1916982 9.3875372 10.8887232 8.8976371 6.9510002 10.7629533 3.2745450 -0.5328249 11.9398752 9.8965911 1.4671751 11.9983221 3.2156475 11.0573035 8.0217734 NA 1.4671751 5.7525854 2.0521376 16.1164817 16.7799759 12.8230860 10.6283162 12.4924970 1.0521376 -0.5328249 5.6766369 12.2270725 9.4329686 10.6674700 9.7698233 5.1253949 17.9389786 18.3845099 12.3477245 NA 3.0521550 3.3740796 11.2624123 NA 9.3635167 6.1110397 11.0526070 10.5665322 10.9680262 16.0827565 9.1676241 3.5546502 4.1676229 11.8172948 0.4671751 10.6346025 11.4140906 8.6693082 10.4770130 10.9640381 1.0521376 8.7316269 11.0530858 3.9907462 -0.5328249 4.2220704 7.3716686 6.3620017 7.2287360 8.3830636 9.8014576 10.2881610 5.4671849 NA 7.6717555 NA 11.0818942 7.7386476 12.6665500 11.4394462 9.9700758 10.7357263 NA 6.0217729 13.3024453 8.1536848 11.3804478 9.5033579 9.7310286 9.0720897 7.8892490 12.6647082 5.7151109 0.4671751 9.1985035 8.5652163 11.5490006 10.0169690 9.3282712 11.4137252 2.6371001 8.8029544 8.3498275 2.0521376 7.8508888 1.7891032 0.0030522 0.0073609 0.0000000 -0.0056757 -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 0.0154470 -0.0271240 -0.0217360 -0.0217360 0.0114000 0.0284810 0.0284810 -0.1325100 0.0000000 0.0000000 0.0000000 0.0000000 -0.2199700 -0.2199700 -0.2199700 -0.1633200 -0.1633200 -0.0056757 -0.0056757 -0.0056757 0.0145180 0.0241270 0.0241270 -0.8172100 0.0251100 0.0251100 -0.3691800 -0.3691800 -0.0134390 -0.3567000 -0.3571500 0.0147490 -0.1568200 -0.1568200 0.4102900 0.4288900 0.0000000 0.0101460 0.0127950 0.0063871 -0.0098075 -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 0.034 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 0.034 0.389 0.000 0.000 0.000 0.000 NA 6.9018130 10.6705323 11.7862919 11.1065251 10.9322405 10.9018125 0.4671751 12.0682610 7.2937328 1.0521376 2.7891032 8.5572967 10.9054564 10.6194692 11.8992042 4.4531422 11.2514102 7.8765753 8.5529488 8.0179314 10.9018125 2.2745300 10.0708107 6.0217729 8.6581447 9.3875372 10.0236905 8.4512325 3.5546502 7.2485443 6.8422234 4.3251633 8.8247364 10.9449426 10.6514399 7.5809263 3.1676309 3.7151136 NA 8.604176 11.664401 10.287363 10.548002 10.774385 9.911164 11.054493 11.252228 10.145785 10.259161 8.377077 10.311105 4.430660 11.414091 10.541995 10.380822 13.202749 8.882926 4.052146 9.208651 11.0860286 12.6805924 10.8557399 3.1676309 10.9985658 10.5419948 14.2945732 9.3815696 8.4728090 8.7709651 10.9276403 9.4367580 8.2841680 9.8487273 9.3000743 10.3718190 11.0446132 9.2969070 11.1779908 11.9398752 11.9983221 10.6364831 10.6283162 6.1396107 9.6245314 12.3477245 0.4671751 2.2745300 9.1449039 9.9459540 10.4770130 10.9640381 10.9759695 11.0530858 10.5012955 8.2550871 4.6371117 1.0521376 9.5503578 8.5486146 10.4572883 10.3979217 4.7525880 11.0818942 11.1788513 10.7357263 12.2680843 10.4839927 10.1519330 10.1942539 7.4784113 9.9059761 5.9749789 2.0521376 5.9266162 9.9502847 9.7304535 9.8048062 11.2027404 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 & neck squamous cell carcinoma NA 1948 NA white not hispanic or latino 3 1 5 2 2 1 4 1 1 1 0 0 0 0 0 0 2 0 0 7 0 0 0 4 0 0 0 0 7 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 7 4 0 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 4 0 0 7 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 7 4 0 0 0 0 0 0 0 0 0 0 0 2 7 0 0 0 0 4 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 7 0 0 4 0 0 0 0 1.837923e-06 6.242002e-07 12.5 48.6111111111111 9.72222222222222 20.8333333333333 8.33333333333333 11.6497545 NA 10.1707115 5.7160279 6.5746087 10.4294459 7.3381686 7.7714413 8.7839323 17.1102972 7.1738790 7.4311014 8.0448924 3.5109113 9.2266853 8.7181993 5.3962725 5.4495119 10.2849688 7.8085942 4.0958738 2.3409895 12.4150467 7.1989695 11.5911392 NA 10.2867985 10.5592494 10.4862842 NA 4.3409895 9.0582967 NA 13.4930756 10.0195889 8.6818291 11.9479723 9.1817667 7.7461300 11.6527371 2.5889245 NA 12.9022768 8.8762643 2.4284640 11.0727321 9.8303151 12.3239824 7.1256232 4.3187290 0.3409610 5.8085936 0.6629346 15.8732594 16.7995710 12.1361153 10.1635596 13.0513648 3.5889125 -1.6588112 6.8085948 10.9499366 9.0151811 11.0239834 9.9547784 2.6411067 17.8797726 19.1522514 12.8680993 NA 3.6629119 1.1483484 11.8429504 NA 8.8288289 6.5983771 11.3531035 10.5983767 9.6724657 16.3471834 8.8388405 5.5793944 5.1738790 10.9782930 NA 9.9929375 12.0977713 9.8453113 11.3314474 12.1857927 -1.6588112 8.3661285 11.0383908 6.5159143 NA 3.0958738 8.0488999 6.0134131 6.4856474 8.9593743 10.3853829 10.6713456 1.9259615 -1.6588112 8.4702717 NA 11.3501176 8.5467822 12.8081486 11.9104884 9.8790419 10.7648926 NA 6.7714419 13.6131816 7.4805398 11.0309868 8.8517531 10.2943814 10.0552129 9.0841403 11.3874308 5.7418687 -0.6590390 10.9650988 8.1927376 11.9986422 10.0875032 9.4734886 12.1928354 2.5889245 8.7516522 8.7375935 0.9259235 11.6870870 3.2478820 0.0294660 -0.0488280 0.0353830 0.0380650 -0.0138510 -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 0.0451750 -0.0319050 -0.0319050 0.0273570 0.0242680 0.0030522 0.0030522 0.0270760 0.0445740 -0.0042929 -0.0042929 -0.0125760 -0.0425810 -0.0488280 -0.0615300 -0.0047675 -0.0047675 -0.0047675 -0.0047675 0.0000000 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 -0.0172740 0.0431570 -0.0319050 -0.0319050 0.0448570 0.0448570 0.0273570 0.0153080 0.0153080 0.0242680 0.0242680 0.0030522 0.0390540 0.0390540 0.0712480 -0.0298570 -0.0298570 0.0498240 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.659039 7.323982 10.539741 11.841706 12.056522 10.401685 10.014740 5.680839 10.912030 9.403710 0.340961 1.340961 7.905138 10.301353 10.185695 14.533648 4.888037 11.727525 7.075698 8.961044 8.839838 10.014740 1.340961 10.630143 5.724694 8.492906 8.325407 9.989791 7.057363 4.800418 -1.658811 7.186322 4.940900 9.932044 10.184910 9.381279 6.694135 1.340961 3.895574 -1.658811 8.966698 10.701836 11.334633 11.797857 11.968295 11.125624 10.885953 11.388965 9.331802 11.176645 7.538205 10.491688 3.773944 12.097771 9.194298 10.465756 12.711049 9.742935 1.800413 9.693032 10.2735727 11.8400873 11.4819783 -1.6588112 11.7442672 10.1719001 14.4921828 9.9409017 8.4204736 9.2182729 11.9624684 8.3853831 8.3894756 10.3132507 7.9630406 10.2849688 10.7854861 7.9032311 9.7029326 12.9022768 11.0727321 10.3239824 10.1635596 5.4390213 8.1896116 12.8680993 -0.6590390 NA 9.2966387 10.1647541 11.3314474 12.1857927 10.7037545 11.0383908 11.2463758 9.5865415 NA 3.0414357 10.1048900 8.0460856 10.9022767 8.9060909 5.0414270 11.3501176 11.4026976 10.7648926 11.6735849 10.1841248 9.9739840 10.0513648 7.5431123 10.4413227 6.4805398 0.9259235 10.3441553 10.1978967 9.7466621 10.0925329 10.3928774 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 & neck squamous cell carcinoma 75 1969 5 white not hispanic or latino 1 4 2 1 1 3 2 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.467779e-06 1.387111e-06 15.4929577464789 19.0140845070423 11.2676056338028 31.6901408450704 22.5352112676056 9.3339863 -1.2022399 9.7504802 0.7977601 4.6306268 10.3985811 5.6557210 4.9062653 9.0313588 15.3021080 7.3599814 8.5626107 8.1241684 NA 8.6290462 8.5509557 5.3976524 1.1196882 10.0277595 9.1409248 2.4981743 NA 9.3163922 8.8891745 10.6868626 4.9474838 10.9723527 9.9449439 9.9474862 1.1196882 2.8852034 8.1829976 6.2406826 13.7695520 6.4343630 10.6238903 10.1530901 7.0217407 8.3173751 11.5784838 2.8852034 NA 12.7987073 8.9308813 -0.2022399 12.4493513 10.3598860 11.4197908 5.9062629 NA NA 5.3368975 NA 15.8989143 16.1140014 12.3310688 10.8675244 12.5231053 -1.2022399 NA -0.2022399 9.8832115 8.0692022 10.7284763 9.5542953 NA 19.5056643 18.7765025 8.7121242 3.7519350 1.1196882 -1.2022399 10.9676640 0.3827226 5.7635231 4.4701659 10.3982142 10.2643253 10.8685308 15.4062393 9.0217407 7.4379842 4.9270241 12.2382189 -1.2022399 9.7424511 13.1299399 8.8187189 9.3203206 11.1711480 5.5119835 8.4999116 11.3208109 7.8145472 -1.2022399 -1.2022399 7.6782100 4.4981806 4.4981806 9.4666241 9.2694143 10.8970869 0.3827226 2.2571615 7.1684264 0.7977601 9.8990582 7.6494883 12.9994035 11.1506101 9.8600079 10.2271458 3.0456701 1.1196882 12.8174166 8.0096271 11.8574215 7.3484856 9.0328797 8.9360107 10.0361438 10.7649653 -1.2022399 2.6050913 10.7732287 8.5171280 11.4630749 8.8732183 9.7417189 12.5891054 2.6050913 9.0035322 8.6099163 NA 10.8352860 0.3827226 -0.024524 2.189000 0.419320 0.237050 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 0.560450 0.059937 -0.023018 -0.023018 -0.363860 -0.024524 -0.598650 -0.338940 -0.349730 -0.349730 -0.347330 -0.363970 0.304890 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 -0.338480 -0.014778 0.278210 0.101330 0.050565 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 0.235 -0.255 0.000 0.000 -0.350 0.070 0.242 0.242 0.237 0.237 0.000 0.000 0.257 0.257 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 0.235 -0.255 0.000 0.000 -0.350 0.070 0.242 0.242 0.237 0.237 0.000 0.000 0.257 0.257 0.249 0.724 -0.341 -0.341 0.000 0.000 -0.2022399 6.5921550 10.8601225 11.1580374 11.8909915 12.0549795 11.1431443 4.0831453 12.7085691 7.7076318 NA 4.7284756 6.3751681 9.7678450 10.1236066 13.5197460 4.2792930 11.1733215 8.5526264 7.9024686 6.0361428 11.1431443 1.3827226 10.2044755 1.1196882 8.0617595 5.4415964 10.2602413 7.7219871 3.6557182 1.1196882 4.4124496 5.9166797 8.9140831 9.2281915 9.8624818 6.6306297 1.9676482 3.6050913 NA 3.4415897 11.0241512 11.3908663 9.3446335 11.5998514 9.5929669 12.0978055 11.0816955 6.4559502 10.8921467 6.4559502 10.4670670 4.2037336 13.1299399 7.4595169 9.9632741 12.7553091 9.0132721 0.3827226 10.0721172 9.7424511 12.2613911 11.4168127 0.7977601 10.7329041 10.1032308 15.4797574 10.2039440 8.9751587 8.3901960 11.8936305 8.5078739 8.9512911 9.8591101 7.6494883 10.0277595 10.3364129 8.2975849 5.2240055 12.7987073 12.4493513 10.8455445 10.8675244 6.9218600 3.7519350 8.7121242 NA 0.3827226 8.1219194 9.5700536 9.3203206 11.1711480 10.7001141 11.3208109 10.4424966 8.4013655 NA -0.2022399 9.1770525 7.8852016 10.4170419 5.9875642 4.0831453 9.8990582 11.0295602 10.2271458 12.0111470 10.5425728 9.9732885 7.8228786 7.5725259 10.6183169 -1.2022399 4.2240017 5.0071910 8.5977330 9.0610082 9.8448630 11.3590270 9.1552911 9.9075697 4.2240017 TCGA-CV-6948 79 1 1289 NA head and neck stage ivb t4a n3 NA female 1994 NA no head & neck squamous cell carcinoma NA NA 30 white not hispanic or latino 1 4 3 2 3 2 1 2 3 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 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 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 0 5 0 0 0 0 0 4 0 0 0 0 4 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 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 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 1 0 0 0 0 0 0 0 0 6 0 0 0 0 5.583124e-06 1.976634e-06 14.4796380090498 31.6742081447964 4.07239819004525 33.4841628959276 16.289592760181 8.63044734 -0.07582409 11.13186365 0.33925143 -0.07582409 11.22077311 2.66120233 6.59666387 9.15626034 13.92438595 8.36164468 7.61307263 8.16423569 -0.66063454 9.51544991 8.30650286 5.72298235 5.67019451 2.58719695 9.49914808 -0.07582409 2.86284809 8.36580013 5.33927637 10.80917284 3.42673439 11.37304381 10.91008113 11.35904116 -0.07582409 2.98313042 9.22111726 4.33927994 11.64277209 7.93173387 9.68335627 11.51107898 8.28764405 8.87163269 9.03537483 2.42674781 NA 11.93860845 8.02402540 0.66120233 11.52631940 10.02631996 11.85768399 6.14017741 -0.66063454 3.29347349 6.51918647 2.03969992 15.08498897 15.32908894 13.22944596 9.68966346 12.81899382 0.66120233 3.42673439 3.14663893 10.53126126 9.03363471 11.55753722 10.59695917 3.74356882 14.60351769 18.40716267 12.02829187 7.09416427 1.14665522 2.92423293 11.88749656 1.79871415 7.47113380 3.69682846 10.46154493 11.04036651 11.18005460 14.74312091 9.39320252 9.02314860 7.44780150 11.20230139 1.33925143 10.84185993 13.07573202 10.68993972 11.44976001 10.70477896 NA 9.03102018 12.01280661 8.88809876 3.03971746 NA 9.30705779 4.96863454 5.02577742 9.41341807 9.05438074 9.86968298 7.46081054 2.92423293 6.20346351 NA 10.77624845 9.11653189 12.71574128 11.13105007 8.92085392 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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 -0.6606345 7.7946037 10.7521112 11.0916573 10.8480619 11.1478387 10.9824565 2.4267478 10.7205493 6.4160915 5.8549756 6.4425637 7.8170348 9.6696334 10.6321735 14.5779986 3.9674638 11.9544465 8.7012205 8.3953589 6.7358809 10.9824565 2.7987141 11.0520186 3.4685573 7.8399193 6.0117014 9.6481844 7.6695888 5.4582179 1.1466552 5.7904880 7.2963785 8.8976975 8.3671828 9.9218891 7.4187617 3.6968285 2.6612023 -0.6606345 5.4991475 10.3197734 11.4711128 10.2510431 11.1570598 9.2920179 10.7684219 11.4195946 7.5776811 10.4277338 8.4254127 12.1715734 4.7190027 13.0757320 9.0586655 11.1347076 13.6263975 13.6613105 4.4267411 9.6990263 12.3266296 11.9654420 11.0788464 2.0396999 11.3633775 11.2696444 14.7477352 10.9799735 9.0431802 9.9293959 12.7032061 9.7358119 7.7121418 9.7671133 10.2061692 2.5871969 11.3027147 9.9704538 7.4373085 11.9386084 11.5263194 10.4685597 9.6896635 7.0874692 6.0466351 12.0282919 2.1466226 0.9242519 9.1886818 11.0061664 11.4497600 10.7047790 10.1745376 12.0128066 11.0782134 9.4220911 2.5091891 3.1972521 8.8252771 8.4876262 10.3254743 7.3754505 3.3392799 10.7762484 11.0088261 10.6048918 12.6272055 10.7294456 11.9231822 8.5266287 9.1058056 11.0373302 1.9242519 6.8003874 7.6657061 8.4911432 9.6498895 10.0112600 10.8706582 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 & neck squamous cell carcinoma NA NA 3 white not hispanic or latino 2 6 1 1 4 1 4 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 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 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 6 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 1.664534e-06 5.548446e-07 15.1515151515152 16.6666666666667 9.09090909090909 25.7575757575758 33.3333333333333 10.8655050 NA 10.0134257 2.3203403 2.2378696 10.3476177 2.3983230 5.7724531 9.4835564 15.9787792 7.1810678 7.9705799 7.4745812 0.7353489 8.4507535 8.2628404 5.1045967 3.6739634 8.6905292 8.9903922 2.0572770 0.4722798 9.4450217 12.2522946 11.3088529 NA 10.1344634 10.6798316 10.5096014 NA 3.4723318 8.6295144 NA 13.8043097 10.0815078 9.2963330 11.8284509 7.1920600 6.6342172 11.6794655 1.9577661 -1.8494403 13.9455275 8.7040302 -0.2646511 9.0914486 4.2767944 12.1747615 4.9052883 NA -0.8497003 4.4723318 1.4723318 14.6620910 15.0656374 12.5246988 11.1612787 12.9577056 NA -0.8497003 2.9052931 10.0550356 8.6492501 10.5634999 10.3374437 -1.8494403 18.3460784 18.7588336 10.0973073 NA 0.4722798 1.6098495 11.9851683 -1.8494403 9.2252115 4.0330441 10.8744778 10.3399167 10.3917883 16.9927483 9.2451384 5.9448163 2.9052931 11.5380145 -1.8494403 10.6989821 11.9456888 9.4381134 11.2584353 11.7644206 NA 8.9325803 10.2982419 7.8386512 NA NA 6.0874501 4.7651104 10.0257663 9.1362429 9.8732085 10.5876329 4.4171842 NA 8.6322006 -1.8494403 10.4177729 9.2232036 12.6009035 10.2612105 9.8430340 9.3026858 -1.8494403 0.7353489 13.3682451 8.1031425 10.8725682 6.6542264 10.9704204 9.8445848 7.4077887 12.1130259 2.6739634 2.3203403 7.9545319 9.4924757 11.7648808 11.0176797 9.3858169 12.9980456 2.9052931 8.9736090 9.3007829 -1.8494403 8.9268341 2.1503972 0.1870600 0.1860100 0.5665000 -0.2850300 -0.2850300 -0.0140460 -0.0140460 0.5227500 0.5227500 -0.0176660 0.4918200 0.4918200 -0.0184900 0.0150280 0.0550050 0.1904100 0.2543300 3.6569000 0.0195030 0.0195030 -0.3217000 0.2853300 -0.2913000 0.3437200 0.7740600 0.2159100 -0.0302670 0.0277780 -0.0289580 -0.0147780 -0.2897600 0.1870600 0.1870600 0.1831300 -0.3118400 -0.2961500 -0.2832300 -0.2873900 -0.5945800 -0.5945800 -0.0077482 -0.0077482 0.0000000 -0.2850300 -0.2850300 -0.6021600 -0.0140460 0.5227500 0.5046300 -0.0987160 0.0550050 0.0550050 -0.2670500 -0.2670500 -0.2573300 0.2266900 -0.0158790 0.0195030 -0.6161700 -0.8689200 0.7790700 0.7640100 0.0721090 -0.0197260 -0.0197260 0.3437200 0.1628000 0.2069100 -0.3455400 -0.0494240 -0.0278080 0.0277780 0.0277780 0.0277780 -0.267 -0.267 0.254 0.254 0.000 0.000 -0.325 0.779 0.000 -0.298 0.000 0.344 0.344 0.774 0.774 -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 -0.325 0.779 0.000 -0.298 0.000 0.344 0.344 0.774 0.774 -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 3.931759 6.735364 11.672001 10.538956 10.821500 10.169644 11.244149 10.013426 11.092182 7.861207 NA 2.237870 5.472329 8.748454 10.298560 13.583693 2.064952 11.127860 8.620043 8.420147 5.161630 11.244149 2.735371 10.750314 4.104597 7.533522 6.051268 10.749151 8.761324 2.398323 4.794255 7.695365 2.957747 8.850841 9.525440 9.368359 6.421865 1.735349 2.237870 -1.849440 8.425362 12.734424 12.277586 11.106232 11.761656 8.714551 11.139263 11.932273 8.262840 10.766950 6.476830 10.132325 3.845560 11.945689 10.484395 10.215480 12.384962 9.422447 1.957766 10.086671 10.9476572 13.0694039 10.4541818 -0.8497003 11.6276533 11.1814129 14.1425642 10.1553237 9.3096416 8.8629280 9.8425806 10.0534280 7.9561450 10.4157172 9.4644177 8.6905292 11.0017596 9.2969696 6.9958915 13.9455275 9.0914486 10.8135143 11.1612787 5.1390847 5.3983298 10.0973073 2.0572770 -0.8497003 8.1852000 11.1033242 11.2584353 11.7644206 11.3600067 10.2982419 11.7049899 9.4530399 5.0083838 4.4171842 9.9459983 8.0676091 11.5261192 4.4358019 3.7651104 10.4177729 11.5699662 9.3026858 11.6339649 10.4282695 10.1992284 9.5324845 7.7978593 10.1934283 -0.2646511 NA 5.8228270 9.0419416 9.6871338 10.1927444 11.1172669 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 & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 2 4 3 2 3 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.745201e-06 1.2484e-06 16.3265306122449 36.0544217687075 2.04081632653061 25.1700680272109 20.4081632653061 8.5368933 NA 11.0511758 3.8628084 2.7753456 10.8029028 8.7753423 6.4335537 8.7809669 14.8313025 6.7753416 7.4335537 7.6882314 NA 8.3008632 9.2601652 4.5826945 3.9046286 10.8387374 8.4281872 2.2347772 1.5827005 9.7001548 10.4705705 11.4302020 -0.2246544 10.6082323 10.4160391 10.7145541 NA 2.6822362 8.4397183 NA 12.6847666 9.1665859 9.5558821 11.3260891 6.4618428 8.1460294 12.1215790 4.2671987 -1.2246544 12.5020926 8.6942053 -0.2246544 12.0029582 7.4787615 12.2789196 5.6579858 NA -1.2246544 5.2989039 1.0972737 14.3591590 13.9586004 12.2457469 10.3775771 12.3435359 NA 3.9046286 0.7753456 10.5356464 4.6579829 12.1157488 10.4662132 NA 17.8395589 18.4184602 9.0456376 -1.2246544 1.7753456 0.7753456 11.5792716 NA 9.5015604 1.7753456 11.1444052 10.2244909 9.9433875 15.1249518 9.3891318 7.6176923 2.4757853 10.8060094 1.0972737 9.9645491 13.6181267 8.3299313 11.9223882 11.6684541 NA 8.7696957 10.7576229 7.4371204 -1.2246544 NA 6.1592195 5.3603046 7.8994639 9.4245984 9.2671954 10.2766818 3.3603081 0.7753456 5.1151914 NA 10.2993942 8.1655110 13.2125742 11.5772527 9.5506973 10.0762667 -1.2246544 1.7753456 13.0234181 8.2409087 11.0297804 6.6518597 10.8874820 9.8144738 7.4861488 9.6090230 4.0972737 1.7753456 11.9134540 9.3076981 11.1706086 10.4994298 9.9396206 11.0947322 3.3603081 8.8628980 9.1995084 NA 11.6964394 0.7753456 0.43344000 0.85680000 0.81806000 -0.01807800 -0.01807800 -0.01221200 -0.01221200 0.86811000 0.45717000 -0.01161100 0.44511000 0.86831000 -0.01546800 -0.01546800 -0.01546800 -0.01312700 0.01684500 0.83471000 0.27884000 0.07081700 -0.01326400 -0.01326400 -0.00871460 0.41329000 0.33829000 0.38419000 0.43294000 0.51874000 -0.00115810 0.00458000 0.39884000 0.43344000 0.43344000 -0.02657700 -0.47279000 -0.47279000 -0.47279000 -0.47279000 -0.46472000 -0.46472000 0.00000000 0.00000000 -0.00097246 -0.02041200 -0.45158000 -0.49368000 -0.00940460 0.45717000 0.45700000 -0.01161100 -0.01546800 -0.01546800 -0.01174900 -0.00954260 -0.01009400 0.01684500 0.02118300 0.43210000 -0.47992000 -0.45469000 0.02876300 0.95311000 -0.01015500 -0.00470790 -0.00470790 0.41329000 0.41329000 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 3.1676630 7.1062593 10.6598944 11.0739776 11.5650797 10.0887922 11.0152391 10.2776768 11.1149139 7.3863669 -1.2246544 4.7526202 8.0256407 10.0561131 9.6784709 14.5815394 4.2019396 11.7071878 8.3222369 8.6024309 5.1151914 11.0152391 0.7753456 10.8457987 4.2016103 9.4512375 5.3752550 9.9725590 8.3237402 5.8733752 5.7753430 7.2429483 5.7060802 8.9148936 7.4548224 9.4236998 6.9993439 2.9452706 0.3603081 NA 5.2671949 11.9342675 12.0232505 10.5406284 12.4930187 8.2691978 13.8108717 12.0703937 7.5302300 10.9789962 5.7526228 10.8454632 5.8963566 13.6181267 9.7156559 10.5377243 13.3166561 12.2363100 0.3603081 9.9396206 9.7788602 12.4325491 11.6272865 -1.2246544 11.7138192 10.9645491 14.8227412 10.1719470 9.6395285 9.2861065 12.5881212 8.3310244 8.2182857 10.3626510 9.3537150 10.8387374 10.8142613 8.4740470 6.3900520 12.5020926 12.0029582 10.2915347 10.3775771 6.5955216 4.1676630 9.0456376 7.4930188 -0.2246544 8.6777175 9.6372047 11.9223882 11.6684541 10.7774541 10.7576229 11.2206158 9.2711973 -0.2246544 2.6822362 9.6212792 8.0791231 10.3313692 7.4548224 8.6395285 10.2993942 11.1622825 10.0762667 12.4027576 10.2368217 10.3603048 7.7119801 8.0859552 10.1958289 -0.2246544 NA 8.6161202 8.3966065 10.1006478 9.8561598 9.6317678 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 & neck squamous cell carcinoma 30 1966 2 white not hispanic or latino 4 3 5 3 2 1 2 1 3 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 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 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 7 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 4 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 0 0 0 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 4 0 0 0 0 4.785535e-06 1.699212e-06 15.4255319148936 32.9787234042553 2.65957446808511 18.0851063829787 30.8510638297872 9.5026379 NA 10.1346052 NA 2.3554392 10.1536347 8.5136218 5.5648872 8.5518301 16.7144390 6.9453958 7.6222195 8.4143267 NA 9.5842517 10.2309264 4.6033593 4.1280211 2.8579412 9.5119374 2.3554392 -1.2293824 4.8365604 10.4894314 10.9240226 5.0742528 10.4309122 10.2350163 10.7085798 NA 1.5778276 9.2092104 NA 13.8638881 9.3260182 9.3450641 11.3006330 8.4089063 5.2134134 12.9062600 2.0924104 NA 13.3495507 9.3897735 1.0924104 12.2752895 11.8043443 11.7851885 6.6222202 -1.2293824 0.3554674 5.8365604 1.3554110 16.3836194 16.9588751 12.3685230 10.8512881 12.8577676 -0.2295515 NA 3.8148683 11.8874642 9.5624474 10.7658844 9.9817505 2.2007554 18.5876416 19.4564768 10.9097021 NA 0.7704485 0.3554674 11.5960256 NA 8.9048968 5.8257526 11.0792049 10.3355726 10.5946337 15.6032740 9.5034859 1.5778276 2.2298955 11.2383308 -1.2293824 10.0160232 12.2209086 8.7026852 9.3173649 12.0812253 NA 8.1236176 11.0567395 4.2623204 NA 2.9403923 6.8151373 4.5253611 7.0742517 9.1552544 9.2999010 11.1654691 -1.2293824 NA 5.7816981 NA 10.9463319 8.6080984 12.7935318 11.6286458 10.1844105 10.8579333 NA 5.8038935 12.9171983 7.3961792 11.6231951 7.6439146 10.0776713 10.0836711 12.2255408 11.3132606 3.2298955 1.5778276 10.5874542 9.0957760 11.9799239 9.7570237 9.4025570 12.3672426 1.5778276 8.6759930 8.6818624 -0.2295515 11.7846654 -0.2295515 0.01419000 -0.00263220 0.47572000 -0.00100450 -0.00100450 -0.00022801 -0.00022801 -0.00069303 -0.00069303 -0.49267000 0.44765000 0.44765000 0.42620000 0.43311000 0.43479000 0.44003000 0.00069327 0.00069327 0.00110930 0.00013863 -0.04942400 -0.04942400 0.00444110 -0.00843850 0.00541390 0.00541390 -0.00098051 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 -0.00526100 -0.00100450 -0.00100450 0.00194180 0.00638710 -0.00954260 -0.00954260 -0.49267000 0.05979400 0.43479000 -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 -0.38593000 -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 0.435 0.435 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 0.435 0.435 0.000 0.000 1.0924104 7.4569712 11.0431003 12.1617141 11.6179194 10.6296170 10.6622542 8.0512410 11.1990924 4.9799247 -0.2295515 0.3554674 6.6713373 9.4932781 10.3379513 14.2784509 3.3305727 11.5119375 10.2532784 8.8389262 6.3173656 10.6622542 0.7704485 10.6466037 3.7246721 8.4576361 7.3778005 10.2502508 8.1852402 1.3554110 -1.2293824 7.4949844 3.4143250 8.8711327 9.6584527 9.1487653 7.3740970 2.0924104 1.0924104 NA 7.855279 11.879975 11.501571 11.129946 11.854116 7.297948 10.917675 11.480416 9.639293 10.796236 6.046596 10.562854 4.092757 12.220909 9.276282 9.978095 12.239511 9.113656 3.577828 8.832517 11.4514893 11.8019994 11.6775489 0.3554674 11.2242556 11.1592951 14.5782770 9.7107841 8.3346201 8.4268954 11.5230603 8.5287936 8.0465947 10.7253938 8.1389772 2.8579412 10.9278174 8.3925222 7.9750414 13.3495507 12.2752895 10.5340979 10.8512881 4.9799247 6.8203194 10.9097021 0.7704485 NA 9.4534651 10.4722101 9.3173649 12.0812253 11.3360487 11.0567395 11.3507291 9.4821376 1.7704908 0.7704485 10.2608201 8.0833533 10.8052695 6.9750420 2.6773504 10.9463319 11.3240998 10.8579333 11.8924896 10.5758113 10.1756120 9.5591889 6.4915693 9.8499553 4.8148631 0.7704485 5.2782636 8.7683276 9.9252886 10.0576057 10.2901068 6.8685028 9.2950122 4.1627901 TCGA-CV-6953 80 1 1641 NA head and neck stage iii t3 n0 NA female 1997 NA yes head & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 4 3 2 3 4 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 4 0 0 0 0 3.259712e-06 8.322669e-07 24.3697478991597 26.890756302521 2.52100840336134 31.9327731092437 14.2857142857143 7.8827335 NA 10.4358121 NA 0.3670355 9.9244975 6.8668795 5.4544984 8.4885672 14.0594859 8.0216702 7.4650660 8.2618519 NA 8.6570526 9.0216699 4.6889636 3.1743904 8.5344519 7.3154014 1.6889412 NA 5.8748289 0.3670355 11.1723747 2.1743745 10.7382660 10.2572981 11.1393484 0.9519607 0.9519607 8.3635075 NA 12.9727449 7.7550511 9.5679325 11.4321134 10.5338247 4.9817431 13.8400420 NA NA 13.7493202 8.8058258 NA 13.4214686 9.8950484 12.2360493 5.7245848 NA NA 4.9817431 0.9519607 12.6767944 13.2269918 13.0235705 10.9854194 12.7741688 NA NA 2.8264570 11.1401731 9.2618516 11.0661725 9.7024243 NA 19.3190477 19.2881696 10.7737704 NA NA NA 11.9230609 NA 7.7806618 7.3270361 11.0718280 10.5059456 10.7673797 16.1487154 9.2903613 5.8099777 2.3670355 11.2211231 -0.6330764 9.7806618 12.2331421 9.4317767 10.6929015 12.5088217 NA 8.2829133 11.0198788 2.6889636 NA -0.6330764 5.3445445 4.7593529 3.1743904 8.7572030 8.6125866 11.6131806 0.3670355 -0.6330764 4.3670355 -0.6330764 11.3353407 8.8488332 14.1627692 11.8425140 10.6787481 11.1711649 NA 2.1743745 13.8130186 7.6662418 11.3635074 7.4597906 9.1302462 10.3948085 13.2448931 10.7024242 3.4544918 NA 8.4571465 7.6431585 11.6748039 8.7679133 9.1598242 12.9067695 2.6889636 9.1335628 8.4937382 NA 12.7434306 0.3670355 0.0088920 0.0139110 -0.0034627 -0.0088526 -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 -0.0139530 -0.0069195 0.0635090 0.0635090 0.0695250 0.0088920 -0.4586400 0.0084743 -0.0034627 -0.0034627 -0.0034627 -0.0034627 0.0146340 0.0146340 0.0150280 0.0150280 0.0144700 -0.0088526 -0.0088526 -0.0088526 -0.0549600 0.0289030 0.0289030 0.1674500 -0.0937990 -0.0937990 -0.0478010 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 0.1884400 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 NA 7.6844464 10.2420152 13.1542223 12.2032815 11.1265060 11.3560735 0.9519607 11.6051400 4.1219189 NA 1.3670355 7.7068841 9.8628888 9.7806618 14.7312369 3.8039916 12.2767395 9.1219215 9.3347502 6.4650651 11.3560735 -0.6330764 10.4630901 3.2739187 10.0349438 7.4859750 10.3684421 6.8888699 1.6889412 NA 7.3670338 5.4114296 9.0587773 9.2769270 10.0958047 8.4911552 2.1743745 4.0674752 NA 5.996391 10.803745 13.351447 12.031259 12.703819 8.470322 10.548807 11.522801 7.303672 11.078271 4.411426 10.993656 5.428377 12.233142 8.731169 9.988170 13.790567 8.896464 1.951998 9.969733 10.9076463 11.6622288 10.0279212 0.3670355 11.8932886 10.6185163 14.7893934 9.5531481 8.7764248 8.6570526 12.8068647 7.8322331 8.2093842 10.1784085 8.8827338 8.5344519 11.0970794 9.0812794 10.5338247 13.7493202 13.4214686 10.6702438 10.9854194 6.4004577 9.2694089 10.7737704 -0.6330764 -0.6330764 9.4331230 7.6478045 10.6929015 12.5088217 11.5810494 11.0198788 11.4284051 9.2172208 0.3670355 NA 9.8658332 7.8748283 8.9081305 9.4898618 2.6889636 11.3353407 11.7385383 11.1711649 13.1917938 10.4670391 9.8807614 8.3921736 6.4223171 10.5525288 3.0674666 NA 0.9519607 7.8586866 10.4229941 10.0350325 10.1967567 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 & neck squamous cell carcinoma NA 1957 0 black or african american NA 2 2 2 2 1 2 4 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 7 1 0 0 0 0 0 0 4.716179e-06 1.456467e-06 15.3846153846154 14.8351648351648 2.74725274725275 32.967032967033 34.0659340659341 8.73989670 NA 10.49855067 2.34644636 5.22090258 10.66324436 8.02262692 5.60946836 9.35467673 16.30034028 7.20772890 7.11902410 8.61820928 NA 10.06068040 9.34493122 4.74332646 5.03945866 10.25732738 8.86371053 1.24689448 0.02446153 10.30256901 5.35840681 11.12735734 0.43956995 11.63430112 10.58833855 10.91856662 0.43956995 4.24690208 8.44898104 0.02446153 14.38866423 8.16746481 10.13607716 11.46831368 9.00654965 7.13303121 11.45059675 4.13998512 NA 9.67615649 8.28346530 -1.56064282 11.70823247 10.97235068 11.78411758 8.21762139 1.43956995 NA 8.83721888 2.43954335 16.13488098 16.97788509 12.52552536 10.40677049 11.93164783 NA 0.02446153 2.76147677 12.06433974 7.68984286 10.92612792 10.26291148 1.43956995 17.79632294 18.04916521 10.90994895 6.47296697 1.24689448 0.76145549 11.79819547 1.89898223 7.30682272 6.06159693 9.92509181 9.75412755 10.70603801 15.25647790 9.43177463 6.03200163 4.13998512 11.76555236 -1.56064282 9.16831510 12.54142803 7.83400704 10.83775351 11.55767425 NA 8.12954216 10.38022489 5.97870360 0.02446153 -0.56043005 6.60012105 5.33436089 5.48393828 8.69102670 9.15464827 11.02356718 2.76147677 2.52699525 6.23396090 -4.61882740 11.25412672 8.29597000 13.36189637 10.43425124 8.90761837 11.21618292 NA 2.13999330 13.15529181 8.47434315 11.56914927 11.48734983 9.58131942 10.17513833 8.01697316 11.78356269 2.24689448 0.02446153 8.31298820 8.28816705 11.50932966 9.31298843 10.44867303 11.96530974 3.83185698 9.62744068 8.44797296 NA 11.24770403 0.76145549 0.02085700 0.02085700 0.39773000 0.54818000 2.48710000 1.11870000 1.80890000 0.38182000 -0.36740000 2.56480000 0.08141900 0.08763200 -0.02716900 -0.01413500 -0.02456900 -0.02456900 -0.01220700 -0.06548800 -0.01720600 0.00639250 -0.35753000 0.00217410 -0.40136000 -0.05634100 -0.01358500 3.65690000 1.46480000 0.01679900 -0.07338600 0.00064805 0.01400500 0.02085700 0.02085700 0.00000000 -0.35867000 -0.35867000 -0.35867000 -0.35867000 0.63384000 0.71052000 -0.33933000 -0.33933000 -1.18020000 -0.24914000 -0.24914000 -0.28829000 1.06110000 -0.36740000 -0.36740000 -0.36989000 -0.01413500 -0.02456900 -0.39823000 -0.37992000 -0.00334680 -0.01220700 -0.02703200 0.00639250 -0.35753000 -0.35753000 0.23871000 0.23871000 -0.37350000 0.29146000 0.26399000 -0.05555900 -0.05082000 -0.39417000 -0.07805500 -0.05823700 -0.17035000 0.02492300 0.02492300 -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 -0.336 0.611 0.362 0.711 -0.350 0.382 -0.367 -0.364 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 -0.336 0.611 0.362 0.711 -0.350 0.382 -0.367 -0.364 0.000 0.000 0.000 0.000 0.000 NA 7.5558882 10.6839081 11.3628717 10.9883662 10.5379054 11.3747093 2.1399933 11.2217235 7.8014879 -1.5606428 5.2209026 6.7970960 10.3650987 10.4528669 13.1741480 3.2663518 11.4544365 9.0941804 9.2854889 5.2077289 11.3747093 2.5269952 10.4469220 3.5270078 9.6868368 7.5296570 10.8515848 7.4947724 4.2975216 -0.5604301 7.2597235 6.2274465 7.0542537 9.9458519 9.8291757 7.6635460 1.2468945 0.7614555 NA 5.4948252 11.5206948 12.4708121 9.6113465 11.7491627 10.2412527 10.2464966 10.5746122 8.2676809 10.6450320 6.9193246 9.9198296 4.1102714 12.5414280 9.6963427 12.0732207 12.0888588 9.8345428 -0.5604301 11.8132251 11.0029789 10.9468434 12.8197347 1.0245325 11.6264323 10.8772963 15.1844163 10.0896985 9.2485085 9.0725394 11.6712155 8.4978203 8.8069591 10.2656954 9.1919248 10.2573274 11.0055983 7.6416681 5.0834006 9.6761565 11.7082325 10.8476086 10.4067705 6.1330312 5.2975253 10.9099489 2.6094713 0.4395699 9.1451766 7.7546938 10.8377535 11.5576743 11.6089995 10.3802249 11.3072091 9.1312877 4.0834006 6.2339609 9.2170955 7.5867490 8.9203344 5.0394587 4.2469021 11.2541267 11.6786952 11.2161829 12.5085744 10.5190291 11.0852027 8.6827183 7.5558882 10.1365118 1.8989822 NA 1.2468945 9.2750341 10.3628718 10.2986907 10.9584432 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 3 1 1 2 3 4 3 3 3 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 6 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 3.675845e-06 1.317756e-06 22.6027397260274 39.7260273972603 0.684931506849315 23.972602739726 13.013698630137 8.6592085 NA 10.0340057 NA 0.1713349 9.6751942 9.6732055 7.5765100 8.7879172 16.2812297 7.6018213 7.0478851 6.6389745 -0.8285369 9.3710408 9.2759671 5.0293513 7.2481838 3.3412884 8.5000431 1.4932887 NA 2.1713670 3.1713670 11.1400352 NA 10.4573486 10.4293454 11.4231467 0.1713349 0.7563402 9.3568261 NA 13.2628865 8.3636613 9.0991463 11.3571730 8.0961807 2.7563402 13.3523653 0.1713349 NA 11.8424671 9.7851579 1.1713990 12.9841474 9.6177694 12.4387403 6.0417336 1.1713990 NA 5.2588317 0.7563402 15.8592908 16.3932466 12.1925219 11.3099602 12.9855503 2.4932887 -0.8285369 2.4932887 11.1982376 9.7288321 12.2266509 9.5101049 2.8718042 15.9953078 19.7822951 11.6761874 NA NA NA 11.6887917 NA 6.2481838 5.4001861 11.3394419 10.4567706 10.2218974 15.4516136 9.4416638 7.5067590 0.1713349 10.9354106 0.1713349 10.1755888 12.6161025 7.8295800 9.8143226 12.6059966 NA 8.1713685 11.3359611 5.5112182 NA NA 6.6639423 3.4192962 3.6949359 8.3083595 9.8260045 11.1632445 0.7563402 NA 6.9128355 NA 10.9073475 7.8508488 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6.5976325 11.8424671 12.9841474 10.0879943 11.3099602 5.1486494 6.5022860 11.6761874 3.6308015 NA 9.4013888 7.5593855 9.8143226 12.6059966 10.5184361 11.3359611 11.1013665 9.1572102 4.4192962 NA 10.1719319 7.5245151 8.4192958 9.3624276 2.8718042 10.9073475 10.9995049 11.0405767 12.3922002 10.3255536 10.4007881 8.1543619 4.7563295 10.4463289 1.9787082 -0.8285369 9.5976332 9.6002833 10.3947669 10.2515197 10.2273287 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 & neck squamous cell carcinoma NA NA 1 white hispanic or latino 1 2 3 3 4 1 4 1 1 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 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 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 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 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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 NA 6.5254817 11.6994991 11.9573271 10.6340058 9.3939766 10.9520003 5.1249443 11.6106923 5.5471753 NA 5.1815280 6.9527622 10.9861544 10.3250083 13.5062268 2.6045933 11.2610118 7.7711058 8.3840200 4.7478761 10.9520003 NA 10.2418072 2.2884472 8.8082917 5.5254801 10.3962085 7.4277009 2.7290089 3.0046452 7.1067964 5.2225534 8.9322983 8.4810874 8.9415430 7.6000281 -0.5189078 -1.5191145 2.387969 3.907352 14.557506 16.083257 11.083786 11.496851 8.073544 12.212937 12.214632 6.508993 10.506524 5.660997 9.759537 4.888100 12.629546 9.369069 10.231794 11.910816 10.046665 3.066055 9.306841 10.30882694 12.03831158 11.43673715 1.28841763 11.28400746 11.28562167 14.65153774 8.53229631 9.10405407 9.55053710 9.51451031 8.35531541 9.12674577 10.82176912 9.66037426 11.33673438 10.89206849 7.06228796 5.06605043 14.35450732 11.30425542 10.73286553 10.68810157 5.84741069 4.52548009 12.36602088 3.18153196 0.06598583 8.79170014 9.35376216 10.82843182 11.60859799 11.47136851 10.23388602 11.60359171 9.80863989 2.72900887 NA 10.65764376 7.98270558 10.64850535 5.70025660 6.70990541 9.25669745 11.71993978 10.16232561 11.91023242 10.34449920 10.94614343 9.50761072 8.22255439 10.29847068 NA NA 0.48109224 9.23615845 9.98441604 9.79567053 10.97294031 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 & neck squamous cell carcinoma 66 1959 NA white not hispanic or latino 1 1 1 1 1 1 5 1 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 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 4 0 0 7 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 4 0 4 0 0 0 0 0 0 0 4 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 4 7 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 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 7 0 4 0 0 0 0 6 1.709615e-05 5.999257e-06 10.9144542772861 72.4188790560472 2.94985250737463 9.73451327433628 3.98230088495575 9.1813379 NA 10.1047559 4.8140223 1.3840498 10.3651281 3.1683051 7.6918698 8.2211390 15.6412365 7.6319642 7.7139576 9.5472669 -0.2009127 9.6554996 9.1134684 4.9006108 3.0214620 11.3486983 9.6080382 1.0214797 3.5716647 10.3877887 9.8297413 11.7424436 1.2141248 10.5255761 10.6456092 10.8295113 0.7990873 3.3433936 9.4377814 7.0967542 14.0140003 11.2780122 9.3408162 11.5591009 9.1697614 8.6580911 14.1382746 7.8084359 NA 14.0546928 8.9006121 -0.7858752 11.2514869 6.9618016 12.9383056 8.4596644 NA 1.3840498 4.7990718 NA 16.2621927 16.5160786 12.4650021 10.8395921 13.4379625 2.6064185 1.2141248 4.0967510 10.6857868 9.5988953 11.3849755 10.1232547 4.1209988 18.4528090 17.3997130 10.7064655 5.5539625 1.3840498 4.8865355 11.9023619 -0.7858752 11.2902591 5.1913929 11.4088946 10.7290721 10.1751995 15.3093025 9.5804338 2.3840498 5.5087329 11.0028299 0.5360529 9.9950613 11.6190322 9.3114854 12.0661533 12.3415417 -1.7858752 8.5584073 11.9201758 7.6529038 0.2141248 NA 4.8741773 6.7019510 8.7849162 10.3245948 10.6338084 10.8922716 6.2909275 NA 8.0501621 NA 9.5940314 8.3777610 12.7186823 12.1807973 9.8039359 11.3571758 6.4808984 9.0477922 12.7181236 8.7129606 10.4747371 8.3714587 10.0780423 10.4496981 12.3271211 9.9162842 8.2842323 2.4620261 9.2350916 7.5018237 12.0566583 9.6857867 9.0117732 11.0440324 2.0214797 8.7614206 8.2098788 0.2141248 10.7976645 0.7990873 -0.01477800 -0.16701000 1.46440000 1.06670000 1.03090000 0.00000000 0.00000000 0.01894000 0.01894000 0.00903120 0.00903120 0.01028500 0.02412700 0.02412700 0.02412700 0.04641700 0.02090300 0.02090300 0.02496900 0.00833510 -0.01352700 0.56988000 0.07383300 -0.00694410 -0.33191000 0.03665300 0.03580600 -0.04451300 0.04471500 -0.01532900 -0.01532900 -0.01477800 -0.01477800 -0.17360000 -0.53215000 -0.52757000 -0.53571000 -0.55737000 -0.53916000 -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 -0.01352700 0.00875280 0.00875280 -0.51300000 0.03679400 0.03679400 -0.53154000 0.00152550 -0.39352000 -0.52634000 0.00124810 -0.38582000 -0.06074800 -0.07040200 -0.08492600 -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 1.006 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 1.006 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.4995143 7.3015748 10.7256172 12.7253701 11.1887054 10.4453327 10.6552402 11.9621996 10.8086694 7.3121433 0.5360529 3.7059668 7.8324970 9.9171499 10.2768323 13.9332062 3.5435949 11.4709100 8.1329747 7.8756935 5.0470017 10.6552402 -1.7858752 9.9433075 7.0689803 7.7222433 7.5628400 10.4447055 8.2579865 7.4501258 5.0470017 8.1595409 5.8361640 7.8232902 10.0040527 9.1588237 7.8434682 2.6064185 4.9822954 3.072089 6.438113 11.320674 11.594832 11.202619 11.730304 9.477381 10.960626 12.745310 8.626682 10.620582 9.702454 11.368771 5.135477 11.619032 9.386539 10.772054 12.574094 7.327854 3.214109 10.342428 11.6913639 12.1482631 10.4057878 2.9145454 11.7879954 11.2552574 15.0604815 9.2232403 8.8205169 9.6817172 12.4247068 8.8538956 8.5999738 10.1522209 8.7149533 11.3486983 11.8334145 8.2461572 8.2869139 14.0546928 11.2514869 10.4596643 10.8395921 5.6570540 6.1270018 10.7064655 5.6735423 -0.7858752 9.3594070 9.6725182 12.0661533 12.3415417 11.1622963 11.9201758 11.9694165 9.2127021 6.0658609 8.3278540 9.2733343 11.1662485 12.9604684 3.2585038 6.2141112 9.5940314 11.9934205 11.3571758 11.9224411 10.6107164 9.6518636 9.2253388 7.8758894 9.1142236 2.0214797 5.6235011 7.1683081 9.1861868 9.8144891 10.1518532 10.6753352 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 & neck squamous cell carcinoma NA NA NA white hispanic or latino 4 4 1 1 3 2 4 3 3 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 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 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 4 0 0 0 6 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 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 4.404079e-06 9.016224e-07 14.2857142857143 13.6363636363636 5.84415584415584 38.3116883116883 27.9220779220779 8.7282658 -1.2419527 10.8922652 1.7581752 1.3431235 10.3398312 7.0342840 6.1844251 8.0687724 13.1977959 8.9785380 6.9129779 8.3204021 NA 8.5163832 10.2905158 5.2971621 0.7581326 8.6114693 9.8861541 2.0800777 2.0800777 7.8692952 5.2817205 11.1893963 0.3431235 11.9015430 10.4607654 10.2704064 1.3431235 3.2817279 9.0608445 2.3431235 12.2562611 9.3856938 9.9148750 10.8339732 10.8144589 6.2419755 10.0429839 -0.2417821 -0.2417821 11.7535737 7.6469028 NA 10.7953635 6.6401307 12.4874619 6.5263443 -0.2417821 NA 4.1844231 -0.2417821 12.9611973 12.6082607 12.5374216 10.0527805 13.4013396 -1.2419527 0.3431235 3.2175875 9.3079444 9.4190471 11.7936463 10.2515150 0.3431235 17.6635997 17.2799136 8.5942100 4.6161401 1.0801119 -1.2419527 11.2868581 -1.2419527 7.0800884 1.0801119 10.8329502 10.6646746 10.3911550 14.3514634 10.4042685 7.1802245 4.0435632 10.9938749 3.5130485 9.3728696 12.8393653 10.4105567 11.8098786 11.3079445 1.0801119 8.4568645 11.4956184 8.9442740 NA NA 7.6058121 5.2659544 5.5263443 9.9148750 8.2175913 9.8282807 6.3728703 2.0800777 4.8242485 NA 9.3459374 10.0072733 12.4734784 11.0473142 9.1174041 9.9386906 5.3127487 3.0800948 12.7482638 8.8025538 10.3770041 6.5263443 10.1576995 9.5333751 4.9479840 8.6800008 6.8822811 3.7581646 11.9301184 9.6246661 11.9513771 10.2318656 8.4979404 9.5329469 3.0060825 8.9515126 9.3308600 -1.2419527 11.4312480 0.3431235 0.4837200 0.5234500 1.1205000 -0.4765400 -0.4765400 -0.4880600 0.3448600 0.6326200 1.0390000 -0.5095000 0.4655300 1.5953000 0.5280100 0.5280100 0.4541100 0.3534000 0.5590400 0.0195030 0.5727300 0.0777180 -0.4673800 -0.4673800 1.2237000 0.4859500 0.5574400 1.5212000 0.4553000 -0.0596730 -0.5024700 -0.4608900 0.3941700 0.5063700 -1.2929000 -0.4562300 -0.4722600 -0.4722600 -0.4685500 -0.4648300 -0.4915200 -0.4716900 -0.4629100 -0.4629100 -0.4637200 -0.4765400 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3.665052 10.963037 10.160639 8.612670 4.486077 11.539929 NA 10.890981 9.793646 9.302361 6.024947 10.350089 8.487526 3.217587 1.080112 7.845596 6.343122 8.359930 8.188613 9.402016 7.269912 3.006083 1.928086 NA 4.907905 9.872553 11.149387 9.163301 11.254514 8.659027 12.989531 11.420828 7.372869 11.276813 7.864068 11.393651 4.651522 12.839365 10.631988 11.248509 13.496532 13.460441 3.665052 10.206792 10.6138070 11.4343373 12.7646612 5.0800863 11.1413241 10.8489339 14.1857987 9.5097040 10.0522061 8.7253860 12.1195554 8.9702793 8.1654276 11.0484639 11.3325168 8.6114693 10.2052431 10.1912236 5.0619403 11.7535737 10.7953635 10.0693405 10.0527805 7.0664993 2.6650516 8.5942100 6.1927879 NA 9.2470042 9.9621195 11.8098786 11.3079445 10.0682044 11.4956184 11.4909632 9.3719493 1.0801119 4.4860772 9.1211118 8.7203763 9.8673376 4.6408002 6.2738590 9.3459374 12.0196671 9.9386906 12.2617371 10.8783977 10.8389774 8.5719411 10.2684295 9.9923786 -0.2417821 1.5654997 8.0319553 7.0553508 9.6184709 9.1749574 10.7163500 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 & neck squamous cell carcinoma NA NA 8 white not hispanic or latino 3 1 2 1 2 3 4 3 3 3 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 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 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 7 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 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 6 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4.820212e-06 1.491145e-06 10.1604278074866 56.1497326203209 1.06951871657754 14.4385026737968 18.1818181818182 8.4187895 NA 10.1973904 -0.3073943 NA 9.8160462 9.1177875 5.7149406 8.4457884 15.5922706 7.3895393 8.0545153 8.2794114 -1.3075728 9.3886696 9.8904025 4.4204891 5.9213911 7.2999022 8.1601770 1.2775087 -0.3073943 2.6925611 6.1763866 10.8192760 5.2471604 10.3921439 10.1683049 10.9174776 NA 0.2775087 8.9944790 NA 14.2407010 8.7626923 9.4747508 11.1311035 9.1993749 4.1520049 13.2592796 0.6926057 -1.3075728 12.9646180 9.0610779 -0.3073943 12.4867842 10.7892801 11.6700303 7.2737723 NA -0.3073943 5.6350869 2.0144981 15.2624701 16.0292191 12.4710593 11.2478796 12.7158060 -1.3075728 NA 3.2775385 11.5147439 9.0190010 11.0635313 9.7793712 NA 17.3970763 19.2294656 10.7441203 NA -1.3075728 1.4999352 11.6883386 NA 7.1924171 4.4204891 11.0697115 10.4586862 10.5923060 15.8832643 9.2662187 3.2161289 3.6467733 11.0588937 NA 10.4735213 12.2652457 8.4289736 10.7403771 11.7728894 NA 8.5443204 10.9390152 3.5994606 NA 3.8625010 7.3336840 5.2471604 6.7314901 8.8473897 8.9837421 11.4128157 0.2775087 NA 8.1104238 NA 10.6762776 7.9917798 13.3019234 12.3730409 9.6359580 10.5710056 NA 5.1683051 13.3011151 7.7478539 11.6536594 6.7532676 8.9184658 9.8986884 10.4894223 11.0164707 3.5505560 0.6926057 10.4942798 8.4640609 11.4904356 9.5497749 8.6840932 12.3409291 0.6926057 8.6111964 8.5994621 NA 12.0121025 0.6926057 0.00360760 0.00360760 0.29342000 -0.00312680 -0.00312680 0.00069327 0.00069327 -0.00747200 -0.01133500 -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 0.01195800 0.01195800 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 0.00263570 0.00291330 0.00499690 -0.00304750 -0.00304750 0.00069327 -0.01133500 -0.01133500 -0.27882000 -0.53754000 0.44240000 -0.27822000 -0.05374600 -0.05374600 -0.00332430 -0.00332430 -0.00976990 -0.23386000 -0.23386000 0.00194410 0.00680440 -0.07040200 -0.02329200 -0.02329200 -0.00166290 -0.00166290 -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 NA 6.5127499 11.0525955 11.9203378 11.8287616 10.4698268 10.8439052 1.6925611 11.6247862 2.7800371 0.6926057 3.3930180 6.4272810 9.0632589 10.3895390 14.8030140 4.3447717 11.8027285 8.6597976 9.0571768 6.1271999 10.8439052 1.4999352 10.2761244 4.8423202 9.0111596 6.6812567 9.7114670 7.0692177 4.3072828 -1.3075728 7.0457182 6.5191204 8.5191200 9.2317302 9.7383311 6.8873279 1.2775087 3.0144981 -1.3075728 7.4474594 11.3178237 11.2387304 12.2728301 12.1258961 7.9825904 11.2669285 11.1591578 8.9710210 10.4089623 6.8269984 10.6529355 3.9593621 12.2652457 9.5767421 10.1151619 12.8154221 9.4076754 -0.3073943 9.4574431 11.3185086 12.0335342 10.6597978 0.2775087 11.2721231 10.8030548 14.5115520 9.4264342 8.8321229 8.1784009 11.1274603 8.7749735 8.0479228 10.7647041 9.2151529 7.2999022 11.1352558 8.8010959 6.5567574 12.9646180 12.4867842 10.2385012 11.2478796 5.5380601 5.7478546 10.7441203 NA NA 9.3228385 7.9570138 10.7403771 11.7728894 10.8851725 10.9390152 11.4111043 9.1219782 3.6925723 NA 9.9813511 7.7149392 9.9802838 6.0412999 5.4340377 10.6762776 11.0586204 10.5710056 12.3140510 10.6423982 10.4710593 9.0501235 6.5934389 10.6511242 2.5994606 NA 9.0697819 9.1604112 9.8793048 9.8971427 11.1232854 7.3825696 9.6336190 5.0848892 TCGA-CV-7090 39 0 NA 5252 head and neck stage ii t2 nx NA male 2001 NA yes head & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 6 1 1 1 3 4 3 1 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.352434e-06 5.201668e-07 37.5 25 0 21.4285714285714 16.0714285714286 9.0563101 NA 10.2812028 2.0550568 6.4998427 10.6549712 0.4700943 4.8393298 8.9281607 17.1164342 7.8129115 7.2070612 7.4813232 -1.1149724 9.5540182 7.2817381 4.7920224 4.6924886 8.0424802 8.2025460 3.2774492 0.8851058 11.0253240 6.5716343 11.3884621 NA 10.4869041 10.6632104 10.3749812 NA 2.9726008 9.0799887 NA 15.2805503 10.5321419 8.4980019 12.1476686 8.6366772 6.8276476 10.8759464 1.4700943 NA 14.4993255 9.4896864 -1.1149724 11.6119900 3.5761109 12.1727014 7.1751523 NA NA 5.4397229 4.0550568 16.5409777 16.8629329 12.5013111 10.5937862 13.2043820 -1.1149724 NA 4.4397229 12.6226975 9.3061462 11.0503544 10.0131276 0.8851058 16.6353757 18.5150217 12.0481539 NA 2.7920224 -0.1148161 12.4344366 NA 8.2601729 6.2945233 10.8845907 10.0872572 9.8151314 16.9739629 8.9458292 2.2070495 3.9725916 11.2380044 2.3445729 10.4067337 11.8285052 8.1425212 10.4906128 11.8911086 NA 8.4682159 10.9189004 5.0144178 NA 1.2070807 7.6600851 5.1330620 4.5575571 9.3280769 9.3404606 10.4733794 0.4700943 NA 6.7554978 NA 10.8400566 9.1809022 12.8771865 11.6906756 9.8023860 11.4592537 NA 1.8851448 13.3354424 7.9485284 10.9529037 9.7508666 9.9162969 9.8833358 9.9417710 11.3986142 2.9726008 1.2070807 10.8977578 9.9336201 12.1136514 9.9962690 9.0374182 12.9023767 1.6924718 9.0846094 9.4906128 NA 8.9739215 0.8851058 -0.33248000 -0.00138580 0.32270000 0.20870000 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 0.29483000 0.04372300 -0.01064600 -0.00069303 -0.00926660 -0.02491300 -0.02491300 -0.00526100 -0.33156000 -0.33260000 -0.01023200 0.23225000 0.15547000 0.09849900 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 0.63178000 0.63792000 0.27253000 0.00124810 0.00124810 -0.01587900 -0.01587900 -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 1.209 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 1.209 0.000 0.000 0.000 0.000 NA 6.1139526 11.1226420 11.9787159 11.9882571 10.1401618 10.7878853 NA 11.6081542 8.0848057 -1.1149724 -0.1148161 6.6198429 12.2918698 10.5522449 12.3213243 2.9835865 11.5478016 8.2426854 8.3314101 6.0945866 10.7878853 0.8851058 11.3021946 3.3445587 7.8943740 8.9792111 10.5048947 7.3742188 3.8393247 -0.1148161 7.5924922 2.7920224 9.5226639 11.1840550 9.7282692 6.6062320 2.0550568 2.6924942 NA 6.724336 12.106116 12.475131 10.526733 11.154260 10.381987 11.178892 12.551468 8.862413 10.415052 7.951222 9.780709 4.545060 11.828505 12.733169 10.333250 12.670911 9.158929 2.207049 10.828014 10.4747844 12.7698762 11.2357963 0.4700943 11.4672753 11.1172544 14.6672080 10.7045141 8.5733836 8.9444778 12.3717169 9.7244079 7.8624130 10.2623384 8.6957051 8.0424802 10.8407832 8.8143918 7.0749581 14.4993255 11.6119900 10.7916481 10.5937862 5.8624142 6.5716343 12.0481539 -1.1149724 -1.1149724 9.4126103 9.5280876 10.4906128 11.8911086 11.5582215 10.9189004 11.4404414 9.4252612 -1.1149724 NA 9.3334045 6.8276476 10.5451292 5.3445658 3.6924830 10.8400566 11.2712652 11.4592537 11.3626386 10.1043018 9.5821008 10.1229408 7.5993788 10.3729733 4.2070651 NA -0.1148161 8.9161452 9.6997158 10.5733836 11.4000938 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 & neck squamous cell carcinoma NA 1959 0 white not hispanic or latino 2 2 3 3 1 3 4 2 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 7 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 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 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 0 0 0 0 0 0 0 0 6 0 0 0 0 3.91859e-06 1.213723e-06 14.6666666666667 22.6666666666667 2 33.3333333333333 27.3333333333333 9.1330148 NA 10.5902157 2.6104402 5.0027520 10.1854996 7.5617179 5.6765213 8.4869500 16.2470578 6.9323612 7.6188619 7.5791002 NA 9.1717212 9.4064729 4.9142153 4.8392542 10.9624766 9.0177009 2.3108636 0.1953476 11.5474391 5.0533764 11.7438965 -1.3894889 10.7909640 10.6731539 10.6538023 3.3653146 4.0027475 8.7215299 3.6104284 15.0015593 8.8404535 10.0765097 11.3054439 8.8583606 6.1650215 12.0494849 5.8002580 NA 11.5272457 8.4606201 0.1953476 11.9794852 5.9725525 12.1574482 7.3686566 NA NA 5.4306131 1.7803521 15.3564997 15.3943692 12.3137961 10.5319023 12.9935975 -1.3894889 0.1953476 4.4433215 11.0816003 9.2103460 11.4660803 9.4606201 NA 17.4554546 19.6224063 10.5225741 5.2397914 2.9323636 0.1953476 11.9437283 NA 6.7293747 4.3108709 11.3242815 10.4341985 10.6037255 15.8869120 8.9447065 6.2397894 4.5877130 10.8888826 -0.3894889 10.2145230 12.3971970 7.2361424 11.0708891 11.5969863 NA 8.5278054 10.2762132 8.3983358 -1.3894889 NA 5.8039090 5.3519004 5.1022844 9.8434536 10.2047578 10.6771951 2.0698740 NA 8.3074007 -0.3894889 11.8156155 8.7690427 12.9820057 11.4177881 9.6894713 10.8845201 NA 3.0698568 13.1503190 9.5551453 11.3257517 8.7163417 9.8944475 9.9561378 9.4089050 11.4361870 3.5646342 NA 10.5816174 8.7499847 12.1272412 9.6334944 9.1022862 11.7853589 2.6104402 9.0660582 8.7715651 -0.3894889 10.6855781 1.7803521 -0.2903500 0.5311600 1.8192000 1.2362000 0.5060200 0.0731150 0.0731150 0.5292300 -0.2453300 0.3194800 0.3194800 0.3194800 -0.2791800 -0.2791800 -0.2733200 -0.2973300 -0.2796500 0.1250500 0.4670700 3.3562000 -0.2751200 -0.2838200 0.0809600 -0.2921300 -0.2973300 -0.2767900 0.0956530 -0.0039124 0.1064300 -0.2790600 0.0774300 -0.2903500 -0.2910600 -0.2850100 -0.2801300 -0.2801300 -0.2913000 -0.2913000 -0.2907100 -0.2907100 -0.6499600 -0.6327300 -0.2693700 -0.2753500 -0.2753500 -0.2795300 0.1127200 -0.2453300 -0.2453300 0.3194800 -0.2791800 -0.2733200 0.1049700 0.1049700 0.1049700 -0.2796500 -0.2812000 -0.2864400 -0.3000400 -0.2751200 0.1156500 0.1071900 0.1266800 0.3734400 0.3734400 0.0590800 -0.3058000 -0.2866300 -0.3114300 0.0738330 -0.1770200 0.0000000 0.0000000 0.0000000 0.105 0.105 -0.280 -0.280 0.467 0.467 -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 0.467 0.467 -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 NA 7.5112996 11.1408395 12.1349749 11.7178137 10.2228410 11.2892534 1.4178120 11.3060965 7.7084652 0.9323636 2.4177850 6.6438562 9.5470711 10.4202013 14.6121492 4.6171809 11.5848478 8.3703212 9.0806547 6.6548279 11.2892534 2.3108636 10.6139511 3.4177850 8.0530451 6.2614857 10.0171696 7.5772271 6.3786174 1.4178120 7.4493534 6.2028898 9.1982108 9.2881527 9.8701765 7.2103460 1.9323636 1.6104166 1.780352 6.744859 11.215913 12.213588 11.599473 11.281753 9.945823 11.310006 11.988593 7.817447 10.860435 6.729375 11.701042 5.039213 12.397197 9.496892 10.339204 13.437223 9.122186 2.417785 10.170288 10.9583314 12.1896312 10.9269976 0.1953476 11.7046759 10.2859493 14.1114294 9.9289761 8.4480610 9.5826950 11.4697738 9.5127405 9.2038244 10.0744684 8.8583606 10.9624766 11.2753249 8.5733291 6.7031907 11.5272457 11.9794852 10.4254161 10.5319023 4.9679847 5.8488382 10.5225741 0.6104166 -1.3894889 9.3603026 9.2186879 11.0708891 11.5969863 10.9887281 10.2762132 11.2813107 9.3983358 4.1339991 -1.3894889 9.3095546 7.6104328 9.9301053 7.2103460 4.4684139 11.8156155 11.3915879 10.8845201 12.2833005 10.5393216 10.2587907 8.5500126 8.0048957 10.5146915 4.2542917 NA 8.3004313 8.1466221 9.7928275 10.0267030 10.3711532 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 & neck squamous cell carcinoma 40 1970 0 NA hispanic or latino 1 3 5 2 2 1 4 1 1 1 0 0 0 0 0 4 4 0 0 0 0 4 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 0 0 0 0 0 7 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 7 0 0 7 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 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 0 0 0 0 0 0 0 7 0 0 0 0 7.004913e-06 2.323412e-06 24.8175182481752 39.4160583941606 4.37956204379562 16.0583941605839 15.3284671532847 7.87353639 NA 9.83584877 2.53206755 2.07262034 10.19157745 4.62722744 5.13872438 9.19287421 15.62661057 6.49890185 7.47351581 7.45201468 NA 10.11224088 9.06840345 5.00337286 6.00337286 7.41693261 7.33002410 3.32055688 NA 8.00041415 3.93061435 11.29663802 NA 10.48361759 10.46977621 9.33237967 0.07258605 3.16009731 8.87083259 NA 13.18401660 10.08386355 9.24631355 11.40718899 6.74506115 5.95528025 11.66579402 1.07265464 NA 12.40159172 9.63296921 0.07258605 12.01753140 7.17906810 11.93449870 5.75913719 NA NA 4.46495573 2.65759428 15.02145984 15.52380142 12.42784980 10.51350555 13.31766906 -0.92741395 NA 2.24257202 11.52513503 9.65289497 10.76176081 9.71919508 0.54774594 17.00308497 19.48149626 10.94107314 NA 0.65764001 0.07258605 12.04955842 NA 8.61760080 6.06132042 10.97102990 9.81999015 10.28998831 16.07713117 9.38891793 0.65764001 1.87998017 11.87292962 NA 10.24693793 12.76710852 7.51971959 10.80607541 11.66017952 NA 8.50726463 10.65853784 2.24257202 NA 1.65759428 5.84082072 3.87998996 7.40355320 8.75913685 8.58438907 11.15212117 2.24257202 -0.92741395 8.20706265 NA 11.35282715 8.48837803 12.73307800 11.50882734 9.07674453 10.10192355 NA NA 13.13400755 7.74859339 11.35774954 6.36725748 10.37829919 10.01954264 4.46495573 8.88481371 1.87998017 1.07265464 7.33942247 8.90710728 12.45620567 9.21729471 8.61760080 11.64462598 1.65759428 8.71953702 8.84742353 NA 11.38636973 0.07258605 0.01642500 1.03860000 0.04599100 0.59530000 0.46577000 -0.13979000 -0.13979000 3.65690000 0.00388540 1.71920000 0.53151000 0.53204000 0.05012700 0.05012700 0.29358000 -0.15631000 -0.16786000 3.65690000 0.00819590 0.00819590 0.37841000 0.38452000 -0.13820000 -0.10982000 -0.11678000 -0.11678000 0.22299000 0.60882000 -0.13416000 -0.12849000 -0.30522000 -0.57388000 0.04741000 -0.54744000 -0.53287000 -0.53287000 -0.53287000 -0.53845000 0.01530800 -0.00041572 0.02918400 -0.04278800 0.00917050 -0.37189000 -0.37189000 -0.37189000 -0.13212000 0.00388540 0.00388540 -0.44210000 0.05012700 -0.17033000 -0.00940460 -0.00940460 0.01237600 -0.15131000 -0.54199000 0.36969000 -0.30475000 -0.37200000 0.35865000 0.44240000 -0.13820000 0.22870000 -0.18005000 0.39015000 -0.11339000 -0.11678000 -0.31797000 0.76504000 -0.00277070 -0.18923000 -0.18923000 -0.18923000 0.000 0.000 -0.168 -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 -0.168 -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 2.97953152 6.55645241 10.12995127 11.69491701 11.57098697 10.87232274 10.93682253 8.22745470 11.77199193 6.42136470 0.07258605 4.85399565 6.24256059 9.44984691 10.10054237 12.90513084 3.96502696 11.28422053 6.96137908 8.94847791 5.71649162 10.93682253 NA 11.04238264 3.16009731 7.92326092 6.68734629 10.28148035 7.46932679 4.82752436 0.07258605 7.90213691 3.93061435 9.18246711 9.39456452 8.80565167 7.72368825 2.77306798 1.39456902 -0.927414 6.095005 11.972371 14.025643 10.539732 11.407189 8.556452 11.928673 12.044360 7.716492 10.887219 8.267393 10.185727 2.912592 12.767109 9.935274 10.325302 12.608998 8.291805 1.072655 11.073341 10.61711791 12.72917295 10.98327909 NA 11.25596159 10.07052149 14.67715977 9.93217119 8.81410336 9.59128951 12.17346293 8.93182959 8.17592424 10.43786524 8.79715017 7.41693261 10.95336783 8.37184459 7.46065329 12.40159172 12.01753140 10.71242924 10.51350555 6.56448945 6.37641716 10.94107314 2.24257202 -0.92741395 8.84742353 8.81072875 10.80607541 11.66017952 11.22047725 10.65853784 11.39400082 8.69102182 0.07258605 1.39456902 8.90740747 6.83418786 10.75079633 6.95527909 2.39456902 11.35282715 11.07931310 10.10192355 11.97595337 10.44876171 9.42467986 8.75913685 7.10054250 9.99075424 2.07262034 NA 4.65759999 7.95491283 9.69560327 9.90789728 10.55997393 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 & neck squamous cell carcinoma 64 1970 NA white not hispanic or latino 2 3 3 2 4 1 4 1 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 7 0 0 0 5 0 0 0 0 2.358089e-06 1.109689e-06 21.7821782178218 21.7821782178218 0.99009900990099 26.7326732673267 28.7128712871287 10.0627732 0.9180809 10.1731436 3.5030815 3.3510770 10.1574749 1.7661287 8.0880398 8.6240929 15.9800600 7.1849011 7.3742640 7.6836494 NA 8.6032142 9.1079397 4.9712262 -0.4037327 2.1811344 9.6122989 3.9885029 0.5961719 10.7832297 6.0473988 11.4137702 4.7254685 10.8559302 10.4955439 9.9119026 -0.4037327 3.9537402 9.0913124 NA 14.4129956 11.7757851 9.8056404 11.4603731 9.0055780 7.6994746 11.9864903 4.1507790 NA 13.1456708 8.7921744 -0.4037327 10.6119504 9.3955900 11.8235020 6.4227359 -0.4037327 -1.4039236 2.8441245 1.9181190 15.4437211 15.7905059 12.5234010 10.1849016 10.8095950 0.1811662 NA 3.2400395 11.0401665 9.4962990 10.9087863 9.7989229 2.6836515 17.5380685 18.5711112 12.0608603 NA 2.9181190 1.5961719 12.0244162 NA 11.4452010 7.1158229 11.3184138 10.5232241 10.4365715 16.0053624 10.2182387 1.9181190 3.7254685 11.2559599 -1.4039236 9.8953950 12.3198319 9.1507757 10.3779564 12.3141846 -1.4039236 8.6102073 11.3397591 3.2400395 NA -0.4037327 6.0140406 6.4035421 7.7810620 8.8105061 10.7386132 10.4928978 4.0556208 1.7661287 4.0556208 NA 10.6872917 8.8896585 12.7610939 10.9312981 9.7811985 11.9039570 NA 3.4541627 13.6690313 8.3742640 11.4085648 6.6460359 9.2328116 9.9788164 5.7661128 10.8268078 3.9537402 0.5961719 8.4099683 7.8153558 12.3378646 9.8250057 8.4894883 12.2686123 2.9885029 9.6269023 8.8664824 -1.4039236 10.9570340 2.0556122 0.0442900 0.5709500 0.2573000 0.7298100 0.0914450 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 -0.0491450 0.4980500 0.4980500 0.0454240 0.0244080 0.0026357 2.1774000 0.0645110 -0.0156390 -0.1065700 -0.0202750 0.0732770 0.5890100 0.5890100 -0.4524400 -0.2074700 -0.1935000 -0.1935000 -0.1935000 -0.1687300 -0.1687300 -0.1491300 -0.5636600 -0.1325100 -0.4550100 -0.4550100 0.0682350 0.2827900 0.0575110 0.0349610 -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 0.0244080 0.0312950 -0.4632300 -0.1122100 -0.1122100 0.2445100 0.0116790 0.0116790 -0.0156390 -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 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13.1456708 10.6119504 10.2734661 10.1849016 6.2686122 6.1275693 12.0608603 2.5030688 -0.4037327 8.6199412 9.4626931 10.3779564 12.3141846 11.2944575 11.3397591 11.8864938 9.2409444 4.8441144 1.4035404 9.1620030 8.7344587 11.3308965 5.0719214 4.0556208 10.6872917 12.3021433 11.9039570 12.3589842 10.9493338 10.3527433 10.1565197 7.7934037 10.3514919 3.4035404 NA -1.4039236 8.0793978 10.3962779 9.3044086 11.0129845 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 & neck squamous cell carcinoma NA 1936 NA white NA 4 3 1 1 2 3 4 3 3 3 0 0 0 6 0 0 7 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 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 4 4 6 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 1 6 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 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 7 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 0 4 0 4 0 0 0 0 8.496058e-06 3.155679e-06 17.0588235294118 61.1764705882353 2.94117647058824 12.0588235294118 6.76470588235294 7.6544491 NA 10.5887899 NA NA 10.0426855 4.4442297 5.8592689 8.5903883 15.5028070 6.4442314 7.5366777 7.2353307 NA 9.7907018 9.0835546 4.3143703 2.7718011 7.9240910 8.0755872 3.2953704 -1.2280299 7.7025433 7.9240910 11.0176560 NA 10.2909510 10.4561166 10.6831982 NA 0.3568199 8.9723495 NA 12.9501598 8.5098985 9.5775501 11.2399211 8.0149801 4.3263935 13.3033705 -1.2280299 NA 12.3712542 9.2656617 -1.2280299 11.7049436 9.9864714 12.0397633 5.8698393 NA NA 3.9417355 1.0937630 15.1501854 15.9711713 12.5678489 10.5576673 12.7238194 0.3568199 NA 0.7718011 11.0081195 9.3809850 11.3770542 9.4057097 0.9544941 17.9890540 19.1324433 11.6046962 NA -1.2280299 NA 11.4320250 NA 6.5727063 5.7375894 11.1582777 10.4313563 10.8277665 15.6085963 9.5199990 3.4722408 1.0937630 11.0339011 0.3568199 10.3449800 12.3440327 9.1446712 11.9661014 11.7395728 NA 8.4877681 11.2253341 8.0432690 NA 0.7718011 7.8598522 4.8592689 5.7941741 8.4389178 10.1726856 10.8949576 6.0102114 1.3567636 5.3263935 NA 10.8419271 8.0687224 12.7421818 11.7805850 9.8064401 10.7672201 NA 0.3568199 13.0022020 7.9763774 11.5566455 7.3865161 9.8966642 9.9949270 10.4459985 10.7143207 2.7718011 1.0937630 10.6741813 8.5823780 11.7492650 9.2786097 9.1027232 12.8072927 2.2312481 8.8887350 8.0801454 NA 11.7688092 -1.2280299 -0.00443120 -0.00443120 0.00277450 0.01209700 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 -0.01629200 -0.00443120 0.00000000 0.00000000 0.00000000 -0.00443120 -0.00443120 -0.00443120 -0.49120000 -0.49120000 -0.49120000 -0.49120000 0.01084200 0.01084200 0.01084200 0.01084200 0.01796300 0.01209700 0.01209700 -0.00083160 0.00666530 -0.00249380 -0.00249380 -0.51404000 -0.61719000 0.42755000 -0.02205800 -0.02205800 0.05295200 0.00249690 -0.02411400 -0.00691950 -0.39208000 -0.39208000 0.01042400 0.01042400 -0.00802440 0.41680000 0.41680000 -0.01505400 -0.01505400 -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 0.393 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 0.393 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 NA 7.6756882 10.4459985 12.2817049 11.4306871 10.5743226 10.8764050 -0.2281989 11.5073623 4.2953704 0.7718011 2.9417261 6.4791659 10.1183200 10.4111470 14.8141282 3.9235866 11.7587149 9.2596463 8.9609512 6.5266933 10.8764050 NA 10.3307052 3.8592739 8.5438237 6.8698381 9.6188636 7.7876395 1.7718011 -0.2281989 7.5330914 5.9113584 8.9075156 9.7490862 9.3595838 6.7997116 1.9417449 NA NA 8.291442 11.832333 11.186476 11.143583 11.994601 7.856615 12.959313 11.086956 9.483473 10.294388 7.693647 11.261152 4.697807 12.344033 9.152267 9.710651 12.795753 7.699584 2.093729 10.361457 10.9145515 12.0195854 11.1964974 NA 11.3326167 11.2614033 14.8741703 9.2012129 9.2696581 8.3187005 11.9368702 9.5332577 7.9885523 10.3553591 8.6876857 7.9240910 10.8569467 9.2596463 7.2796013 12.3712542 11.7049436 10.0179529 10.5576673 5.7490864 6.4722457 11.6046962 3.9010889 -0.2281989 8.8257322 10.9720919 11.9661014 11.7395728 11.0057255 11.2253341 11.3494711 9.5073622 -0.2281989 1.9417449 10.2296437 8.9479793 9.4937598 8.7069711 2.5791560 10.8419271 11.2209549 10.7672201 12.3798300 10.5795636 10.6169041 9.1726858 6.0755861 10.6722957 0.7718011 0.3568199 6.7143211 9.5568499 9.7209035 9.8881502 11.1827875 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 & neck squamous cell carcinoma NA 1959 NA white NA 3 5 1 1 1 3 4 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.121001e-07 1.387111e-07 21.4285714285714 14.2857142857143 7.14285714285714 28.5714285714286 28.5714285714286 10.31219638 NA 10.50946150 1.24129106 3.91934008 10.47297163 1.24129106 5.71375904 8.65405203 16.48657497 7.09925101 7.72991367 6.03828253 NA 9.90304852 7.85892155 4.98543212 3.72670045 11.24436663 9.41119551 2.50431530 -1.08069806 10.55188318 3.31166295 11.73252229 NA 10.40164614 10.89124510 10.30682124 -0.08069806 3.87353762 9.26424859 NA 12.74737962 9.14213719 8.52667255 11.54299522 7.48539623 7.70070188 12.18568967 9.14092944 NA 13.01811467 8.91652173 NA 14.39561389 2.82623322 11.23109065 6.59176767 NA NA 3.08926085 2.08926085 16.65240355 16.75642102 12.53635056 10.00282162 12.94612511 NA -1.08069806 3.96373305 11.15655229 9.45558964 10.66543674 10.19662979 1.91934008 14.69993336 16.73985790 11.16370615 NA 0.50426444 3.50430258 11.95928950 NA 8.12635653 5.27689488 11.32453167 10.28183419 10.61457063 15.36349987 9.36642560 6.20474524 3.50430258 11.15834410 NA 10.54276666 12.54077384 8.83073417 13.13835957 11.37800526 3.87353762 8.65235778 11.85781927 6.78352868 NA NA 6.66793753 8.60584283 4.04862855 10.08173361 9.23335915 10.16132553 0.91937822 NA 3.44290370 NA 11.12910029 9.49960097 12.45473923 11.26197266 10.30040393 10.44535240 NA 4.24126818 13.14733424 9.06144950 11.28018940 6.48158473 10.73044407 9.83643087 5.57755270 11.05152070 3.44290370 3.37877517 11.86515194 8.37877387 11.87571849 10.59838251 9.51739480 11.38872979 2.61978860 8.89835288 8.64214992 -1.08069806 9.08173374 -1.08069806 -0.0040162 -0.0040162 1.2349000 0.0030522 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 0.0077783 0.6037700 -0.5401700 0.0051359 0.0000000 0.0066653 0.0066653 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 0.0107030 0.0063871 0.0063871 -0.0030475 0.0030522 0.0030522 0.0030522 -0.0048461 -0.0016629 -0.0016629 -0.5453200 -0.0089414 -0.0034387 -0.5577400 -0.5379400 0.0059700 -0.5037000 -0.5407800 0.0077783 -0.5512700 -0.5385500 0.0059700 0.0059700 0.0051359 0.0043021 0.0043021 0.0000000 0.0000000 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 NA 7.92215740 10.99816031 10.17790833 11.05537219 10.79969114 10.44045197 1.24129106 12.15535652 5.44290370 NA 4.34560927 7.62324576 9.43602730 10.98711277 14.23410258 4.38139413 11.53013650 6.59882223 9.00508021 6.72669773 10.44045197 NA 9.82773489 4.85007930 8.42036323 7.03828362 9.85301085 8.30507540 -0.08069806 2.91934008 8.24550232 6.15774710 8.54869901 9.29872063 9.20474450 7.85598036 2.08926085 1.72670045 0.5042644 6.9908051 12.0866037 12.1601307 10.9305696 11.3308533 9.6866992 10.6400141 12.0592134 9.1042177 10.1035978 5.7522321 10.9948215 3.7517208 12.5407738 11.1060756 11.0883278 12.5916417 10.7581523 2.6197886 10.8042760 11.29438175 12.37055346 10.25417427 0.50426444 11.67569016 11.05408948 14.10049304 7.52667294 8.90233592 8.95963194 11.41844076 9.96252690 9.19197218 9.91934232 9.02917291 11.24436663 10.56814928 9.22654321 6.72669773 13.01811467 14.39561389 10.07035887 10.00282162 5.54869863 5.20474328 11.16370615 -0.08069806 1.24129106 8.63701859 9.17673017 13.13835957 11.37800526 11.22483412 11.85781927 10.49582665 8.63873130 6.52667294 NA 9.50889051 9.33156281 9.45753130 3.87353762 3.72670045 11.12910029 11.62411058 10.44535240 12.28662057 10.74827220 10.04862542 10.36228588 7.73312382 9.64300330 2.61978860 NA 3.31166295 9.85048613 9.90376076 9.97394671 12.19851760 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 & neck squamous cell carcinoma NA 1939 0 white not hispanic or latino 2 4 5 2 3 2 4 2 3 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 4 0 0 0 0 0 0 0 0 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 7 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 0 4 0 0 0 0 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 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 4 7 0 0 0 0 5.687157e-06 1.837923e-06 17.1945701357466 26.2443438914027 3.16742081447964 34.3891402714932 19.0045248868778 8.7242297 NA 11.1460913 1.5443370 2.8244216 9.9789488 9.0014082 6.3294232 8.7813597 15.7505500 8.1505937 6.8030552 9.1011003 0.3219281 8.8854423 8.3862216 4.9267917 4.7369674 7.9366379 9.3726838 2.0589052 2.8244216 10.2197736 5.2447615 11.7399564 NA 10.4133635 10.7966480 11.0098869 2.2042346 2.9848992 8.4935052 NA 14.9805673 8.3442959 9.1440316 12.0536714 8.1292830 6.7922476 12.8417281 5.7256512 0.7369944 12.1307582 8.7242297 2.1963867 12.3160458 8.3545249 12.7054524 7.4918531 NA NA 5.6677020 -0.2630921 14.3148930 14.9280208 12.4419499 9.7495901 12.8111907 NA 3.4918531 4.6677048 11.2956255 9.1141762 11.4245600 10.2570931 0.4982509 18.1207901 18.7556802 11.5491429 0.7369944 1.5443370 3.3219281 11.7408348 NA 7.8428739 3.9068906 11.6387753 10.7167481 9.8389412 15.8668322 9.5419033 7.3987437 3.4374009 10.8652822 1.0588706 10.0560731 13.0775181 9.4295810 12.3955118 11.3859972 -1.2629190 8.9919943 11.0890090 6.0856945 0.3219281 NA 7.5980525 4.8867111 7.5887146 9.7502883 9.7641804 10.1346403 2.7369728 -0.2630921 7.7085094 NA 10.5479388 9.5010077 12.9977382 11.5631168 9.4788287 11.2305709 NA 3.2605225 13.1816570 8.4023014 10.9181179 8.0315865 10.1653414 9.6899033 8.6468586 10.7373177 4.8662503 2.1963867 9.5635141 8.0269843 11.4438932 10.6695495 9.0723559 11.7478433 2.3219281 9.8487273 8.7908916 -0.2630921 11.7828959 1.3219281 0.0422710 0.0000000 0.7154200 0.1681600 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 0.0053782 0.7032100 0.0263910 0.0263910 0.2281900 0.2522600 0.8299500 1.2600000 -0.1526300 0.2553900 -0.2718000 -0.2808800 0.4280100 0.0422710 0.0422710 0.0000000 -0.3071300 -0.3071300 -0.3086500 -0.3086500 -0.4335800 -0.4335800 -0.3766500 -0.3766500 -0.1542900 -0.3198700 -0.3198700 -0.3198700 -0.2689800 0.3422200 0.3422200 0.0215670 -0.2919200 0.1970600 -0.1366800 -0.1366800 -0.1366800 -0.1083100 -0.1083100 -0.2605000 0.0434040 0.0263910 0.4788600 0.4788600 0.2281900 -0.0954340 -0.0954340 0.2522600 -0.3261500 -0.3399000 -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 0.511 -0.319 0.114 0.114 0.156 0.428 -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 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10.7534257 9.7495901 5.5183243 7.5855883 11.5491429 6.5507468 NA 9.5273142 10.7956338 12.3955118 11.3859972 10.6442319 11.0890090 11.4897643 9.8803488 0.3219281 3.1292830 9.5773501 8.9535053 9.5491430 10.3186369 4.0945148 10.5479388 11.3484515 11.2305709 12.2081327 10.2751546 10.8905176 8.7634889 7.5918342 9.9561341 3.5949426 0.3219281 10.0217896 9.0263159 10.0165761 10.6651138 10.2702953 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 & neck squamous cell carcinoma NA 1945 3 white not hispanic or latino 1 6 5 2 1 1 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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7.7484411 8.3005054 5.7020314 10.3076524 1.0015861 11.0633669 4.4345482 8.6902886 8.1795086 9.7096399 7.6121726 3.1390929 1.6796490 7.5774477 2.8495790 8.9096831 10.8411095 9.3809690 6.8694877 1.2645965 4.1390929 -0.320306 4.927588 11.884998 15.366484 8.759148 11.161966 9.290687 10.979443 12.058770 7.283289 10.894285 8.264625 10.569167 4.941571 11.462245 10.472453 10.631312 12.906001 8.376630 0.679694 9.595542 11.403110 12.123642 11.420497 1.001586 11.910884 10.840479 14.925141 10.244765 8.407583 9.230409 10.949666 10.143121 8.678253 10.000463 8.465932 3.139093 10.747769 9.412678 6.226557 13.883240 12.749616 10.314020 10.145229 6.019513 5.645448 11.213479 3.487023 2.001586 8.858328 9.425337 10.645086 11.182246 10.912683 11.468993 11.098833 9.654794 -0.320306 3.849589 9.516597 9.217648 12.760314 4.234248 4.702031 11.238801 11.845826 11.253310 12.566978 10.797630 9.712397 10.149304 8.201263 10.166498 3.264627 NA 1.001586 8.617242 9.285142 9.857082 12.269899 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 & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 2 4 5 2 4 1 4 1 1 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 0 0 0 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 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 0 0 0 0 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 3 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.179045e-06 4.508112e-07 12.2448979591837 22.4489795918367 6.12244897959184 36.734693877551 22.4489795918367 10.85218436 2.26534687 10.69639442 5.18591014 7.44951185 10.11352041 4.74339109 7.16879645 8.74107795 14.33826670 8.02594570 7.68199102 8.31129920 -0.54203806 7.89470137 8.85886904 4.54544950 5.98155130 10.76547507 8.44098333 4.26534687 5.75260945 13.46128793 7.94984247 11.86791090 -1.54203806 10.79058570 10.50613588 10.43025150 1.26531687 8.08552345 8.77439570 -0.54203806 12.95290771 10.43598502 10.05371333 11.53263289 9.36412874 8.71301836 9.86791082 4.74339109 2.70591157 11.76476338 8.16189322 NA 10.53814091 4.50238153 12.38085275 6.77087264 NA -1.54203806 3.45798820 0.04292445 13.22637250 13.37945870 12.23837664 10.09280074 12.61201659 -1.54203806 0.77989004 6.12332477 10.62603487 8.68078462 11.41491024 10.19396870 -1.54203806 17.41256369 16.99339033 10.35053250 NA 3.88425601 2.26534687 11.90248693 NA 11.31129920 2.15843398 11.12741287 10.23277670 10.41980105 16.15932995 8.93169547 8.45939801 5.11620254 10.81444163 NA 10.47618977 13.41477416 8.86631951 11.09053054 11.50902863 -0.54203806 8.57303325 10.87715980 7.06901468 -1.54203806 NA 7.07269965 6.93777045 7.30661222 11.61138335 10.49896426 10.30622133 6.56651380 -1.54203806 8.32217559 0.45796194 11.11396754 7.90713824 12.63758776 11.19819203 9.18947842 9.96479310 2.98156043 5.31597191 13.05371335 8.82431185 11.18143729 9.29404011 10.94276974 9.48900838 4.18590618 10.94306421 6.80228500 1.04292445 9.22037180 8.66622400 11.87650114 9.96479310 8.88005427 11.07637517 3.62791029 8.15605172 8.61786082 1.62793363 10.47444973 3.74339648 0.15472000 0.72395000 3.65690000 1.25330000 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 -0.66645000 0.01279500 -0.01230000 -0.65771000 0.67957000 -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 0.04216600 -0.59419000 -0.59419000 -0.59273000 -0.61604000 -0.61604000 -0.61604000 0.03792400 0.06093600 0.05063300 0.05181400 -0.61345000 0.03467700 -0.01161100 -0.01161100 -0.10552000 -0.58843000 -0.01464100 0.05679800 -0.65419000 -0.62188000 0.02820000 0.05081900 0.01279500 0.00000000 0.00000000 -0.01230000 -0.01230000 0.58793000 -0.06236100 -0.06236100 -0.63007000 -0.08120600 -0.08120600 -0.09173100 0.000 0.000 0.000 0.000 1.238 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 1.253 -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 1.238 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 1.253 -0.616 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 0.000 0.000 0.000 3.74339648 7.03918995 11.21662929 11.77271450 11.84344766 10.30934834 10.47514600 11.00801487 10.56879921 10.27617234 -0.54203806 5.80671845 7.37087917 9.97860837 9.99666358 13.11597793 3.16783960 11.36938163 10.65582066 8.99230222 6.54013889 10.47514600 -0.54203806 10.14361446 4.48035561 7.86924651 5.57693022 10.01099014 7.91093109 5.89261688 0.04292445 7.26833614 4.91742221 9.38428557 9.08461123 9.23524503 7.39462732 3.45798820 5.77991892 -1.542038 5.130416 10.940798 10.604539 9.347494 11.939158 11.329317 12.068092 12.119768 7.858869 11.433300 7.561277 10.482090 4.959589 13.414774 9.438129 10.739630 12.514514 13.981460 3.949843 10.348254 10.4085455 12.2887029 9.5037492 1.6279336 11.8571340 9.7047302 13.7928907 9.3050469 9.6880100 9.8254044 12.4829561 8.9250449 9.1765225 9.7939381 9.3641287 10.7654751 10.4085455 9.1188770 6.1722355 11.7647634 10.5381409 10.4161798 10.0928007 5.7799189 5.4121854 10.3505325 3.8842560 0.4579619 8.9092007 10.6191215 11.0905305 11.5090286 10.1466771 10.8771598 10.9197249 9.5917740 6.7294522 8.1601624 9.6835405 9.0689499 11.1698717 4.1304120 5.2524043 11.1139675 11.4681681 9.9647931 11.9744284 10.2861262 10.5391402 9.0736192 8.1497334 10.4356273 -1.5420381 -1.5420381 6.1994564 8.5323587 9.0900762 9.7404989 10.9291568 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 & neck squamous cell carcinoma NA NA 8 white not hispanic or latino 1 6 5 2 4 1 5 1 1 1 0 0 7 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 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 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 2.843578e-06 9.016224e-07 22.3214285714286 29.4642857142857 3.57142857142857 26.7857142857143 17.8571428571429 9.9489029 NA 10.3943140 3.2991567 2.9271948 10.5055052 1.8397178 7.1343462 8.9754344 15.8175521 7.3866196 7.5015036 8.6145122 3.1616459 9.8834360 8.1661545 5.0491777 5.5946112 5.7939219 8.8298293 4.2659919 -0.1602016 9.7292292 5.4979380 11.4792920 NA 9.7337849 10.2554670 10.6128644 NA 3.2320467 9.1207628 NA 14.6961750 10.2935103 8.9651387 11.8753834 8.3495002 7.3672024 10.0158984 2.6470842 NA 13.5420061 8.6502968 0.4247071 11.3086037 8.7236821 12.2753954 7.5505313 NA NA 4.1251303 -1.1603628 16.3292115 17.0463060 12.0982912 10.3676908 13.2525596 NA NA 4.1251303 11.4366137 9.2701778 11.3776715 9.8018981 NA 16.8839058 19.0179402 11.7868141 NA 0.4247071 3.2991567 11.9210421 NA 11.2231595 5.7100901 11.3432553 10.4465930 10.0576829 15.9931880 9.6112146 6.0491777 2.0096338 10.6329221 NA 9.7100899 12.0141828 9.4489038 10.2055008 12.1637650 -1.1603628 8.4246878 10.8878714 4.4246870 NA 1.4247071 6.8000742 5.0491777 9.5156823 9.1239708 10.8159313 9.9324823 4.6470785 NA 6.9945435 NA 11.2005723 8.4817768 12.7124962 11.0270772 9.0747463 11.2602118 NA 4.7466137 13.0299357 8.1840209 11.4972669 7.2191036 8.5574017 10.4934570 10.5001668 11.7675031 4.0491777 0.8397178 8.9818321 8.4171542 12.2792964 10.0338663 9.2352594 13.3748183 2.5401761 8.8727764 9.2234295 -1.1603628 10.3430540 2.7466137 -0.03708200 -0.06852900 0.30393000 0.57113000 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 0.04570800 -0.05805800 -0.00912860 0.00069327 0.00069327 -0.03708200 -0.06719000 -0.06839500 -0.49590000 -0.49590000 -0.49590000 -0.49590000 0.08233200 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 -0.03532800 -0.03532800 0.05879500 -0.50308000 0.01419000 -0.28893000 -0.28893000 0.04641700 0.04641700 -0.49120000 -0.06034500 -0.06034500 0.03087300 0.01880300 -0.48932000 -0.53348000 0.00513590 -0.18848000 -0.08107300 -0.08107300 -0.06074800 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 5.029550 7.197278 10.844297 12.698192 10.963846 10.676959 10.526226 11.755044 11.198102 8.234188 NA 1.161630 6.432183 9.563386 10.271745 13.593934 3.495081 11.369156 8.818436 8.679260 6.197278 10.526226 -1.160363 11.258368 3.969012 7.548809 8.272267 10.411478 8.258632 4.567643 NA 10.364668 3.540164 8.907160 10.565943 8.921874 6.716242 2.647084 5.927188 0.4247071 8.3652459 11.8941599 12.0350897 11.1817998 11.7160502 8.9456337 10.5937776 10.5900134 9.5314686 10.9654615 8.0852781 10.2929958 3.6852113 12.0141828 8.5879181 10.5769725 12.2823435 5.7223677 3.6470842 9.3245480 11.621495 11.659904 11.889233 1.839718 11.461319 10.855489 15.025955 9.525350 9.207140 9.058894 11.929176 7.728468 7.850953 10.771201 8.351478 5.793922 11.085575 8.007143 8.589595 13.542006 11.308604 10.732647 10.367691 5.363287 7.265990 11.786814 5.179575 -1.160363 8.808392 9.836199 10.205501 12.163765 11.256259 10.887871 11.922540 9.289905 2.009634 7.265990 9.326781 9.048959 12.670141 6.994544 4.049178 11.200572 11.263891 11.260212 11.434516 10.504172 9.629259 9.788822 7.351478 9.907832 3.839728 1.424707 6.087652 8.863119 10.100645 9.995808 10.161090 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 4 4 3 3 2 4 3 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 0 0 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 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 6 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 4 0 0 0 0 2.675041e-06 9.195453e-07 16.4179104477612 31.3432835820896 5.97014925373134 24.6268656716418 21.6417910447761 10.2879163 NA 10.9117678 2.3065539 4.5866627 10.0566617 8.7846002 7.1358221 9.0879126 14.1924126 7.5972302 7.0227595 8.4907197 -0.5008302 8.4620940 8.0266750 4.9254631 5.6077239 3.8211285 9.3757150 2.6691175 2.6691175 12.3448840 6.6181388 11.4113388 1.8211387 11.2457123 10.8715189 10.9845241 1.0841323 5.1716232 8.0828074 -0.5008302 13.3429228 9.2903608 10.0148978 11.5177459 7.5813467 8.6413051 11.1032878 2.9586385 -0.5008302 13.8168225 6.0841600 NA 10.8660665 9.2958704 12.1203341 7.4060885 NA NA 4.9910501 1.0841323 13.5458104 13.8571526 12.0944251 10.3057476 13.2749111 -0.5008302 1.0841323 3.9586293 7.4707418 9.3525074 11.5985458 9.4764779 -0.5008302 18.2518007 18.0464728 10.6691230 NA 3.1996409 4.0841578 11.9035412 NA 7.6540159 3.0841663 11.3025703 10.1583019 10.1742728 16.0314321 9.4533943 7.1574096 3.8915164 9.7834437 -0.5008302 9.6828333 12.4293531 8.9483465 11.0129255 11.6606448 NA 8.2772748 10.7195763 8.5490465 NA NA 6.2134426 5.1716232 7.9749313 9.7683246 9.7518634 9.9493782 0.4991698 8.1466562 6.5652864 0.4991698 10.8479261 9.4907197 12.8512414 11.4023266 8.9887049 10.2507421 NA 1.8211387 13.0710691 8.2805578 11.0813400 10.0119384 10.4998388 10.2314502 7.8523447 10.6565449 4.8567517 2.4991953 10.9960517 9.3161815 12.4743294 9.9799882 8.9990439 11.1430541 2.3065539 9.0102786 8.7822863 0.4991698 11.4949651 1.4992208 0.00569190 0.04329900 0.72150000 0.16400000 0.22037000 0.03750000 0.03750000 0.60557000 0.60557000 -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 0.51856000 0.04414800 -0.07494500 -0.03435900 0.56970000 0.00569190 -1.20860000 0.00944910 -0.62398000 -0.62398000 -0.62398000 -0.62398000 -0.02139200 -0.02139200 0.02749700 0.02749700 0.02988800 -0.50862000 -0.50862000 -0.47480000 -0.04034500 0.60557000 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 -0.08000800 -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 -0.157 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 -0.157 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 NA 7.1502499 10.1574095 11.0728451 10.8423837 10.0305794 10.8171758 0.4991698 10.6400277 9.2624104 3.3065539 5.7846008 6.4060893 11.1235365 9.9900488 14.1034616 3.8707592 11.5118225 10.2322133 8.7209060 4.7471242 10.8171758 -0.5008302 10.1671965 3.8915164 8.8130106 6.4878834 9.5800154 7.6477764 5.9910501 5.6077239 6.6489457 6.3065521 9.7268139 9.1194177 8.9379899 7.6387494 2.3065539 5.0227584 NA 4.199641 11.365704 11.848203 10.854549 11.430674 10.597888 13.703540 11.665675 7.375715 11.707737 7.084160 10.401573 3.739513 12.429353 9.003024 10.244872 12.391946 11.791520 1.499221 9.856750 11.2711000 12.6249343 11.7825757 1.0841323 11.2436114 10.8188700 14.5345972 9.1448563 9.5919550 9.0422298 11.8362623 8.8043476 8.1856986 10.6464029 8.4707414 3.8211285 11.4398786 8.8211260 7.0069925 13.8168225 10.8660665 10.5277947 10.3057476 6.1574096 4.4060876 10.6691230 2.4991953 NA 8.3818410 10.5408571 11.0129255 11.6606448 10.8796590 10.7195763 11.1707390 9.1157467 NA NA 8.5566210 8.3343010 9.7316189 7.3000981 6.2540857 10.8479261 11.3974214 10.2507421 12.0647761 10.0050094 9.8120809 8.5326209 8.0148975 9.5381169 0.4991698 -0.5008302 8.3097696 7.5965454 9.8132146 10.4202950 10.7571750 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 & neck squamous cell carcinoma NA NA 4 white not hispanic or latino 1 6 4 1 4 1 4 1 1 1 0 0 0 0 0 0 0 0 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 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 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 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 2 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 6 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 3.259712e-06 1.283078e-06 25 23.4848484848485 2.27272727272727 27.2727272727273 21.969696969697 8.953907161 -0.594007640 11.696931545 5.226227208 5.049905167 10.753116359 0.406101238 7.137367240 9.271008671 16.305529557 7.800511679 6.620367937 8.257797962 0.406101238 9.431188348 8.922733644 5.139539074 6.127148311 10.256626219 7.716661725 2.991009301 0.406101238 12.438783251 5.605722478 11.927649165 2.406046800 10.837546336 10.930100623 10.142027771 3.872346139 4.897903526 8.581561022 NA 13.498847138 9.760298137 9.617237314 11.828244920 8.615502005 7.522392429 10.770183355 3.798361630 NA 13.052269887 7.522392429 -0.008972553 11.318750952 6.037588683 12.526286585 6.147516330 -1.593789891 0.727964007 3.865483368 1.575989948 15.682847408 16.888859350 12.476421283 9.589684101 12.807594915 0.406101238 -1.593789891 4.815437096 10.610314160 9.040859836 11.058221439 10.132266823 2.653977179 16.174181338 18.573653067 11.665056324 -0.594007640 2.991009301 3.575977850 11.863557847 NA 10.326773715 4.897903526 11.086107092 10.834932307 9.813847554 15.977897626 9.508024304 8.015227699 6.477510579 11.394555888 -0.008972553 10.249184578 12.519000462 8.323420962 11.916565653 10.999439861 -1.593789891 8.691450764 11.118145750 5.472136803 4.288690772 -0.594007640 6.663011520 6.815439657 8.648031793 9.347829952 10.343422591 10.009675104 3.727974895 NA 8.686819496 NA 10.730229300 8.969244907 13.799707304 10.887848135 9.347074303 11.353503043 NA 3.106482330 12.820337546 7.889864706 10.820205374 9.271008671 10.310322055 9.592181553 11.527905939 11.144985425 4.913842038 0.406101238 10.660191597 8.155918187 11.377412656 9.389755009 9.207756958 11.657826966 1.727964007 9.839623778 9.477510984 -1.593789891 11.919899653 1.213378391 0.46195000 0.91057000 0.82431000 1.17690000 0.01544700 0.46707000 0.46707000 -0.01477800 0.83510000 -0.02630400 3.65690000 1.39830000 0.40661000 -0.01377900 -0.01377900 -0.00816240 -0.01986300 3.21330000 0.38370000 -0.00180140 0.46913000 0.46913000 0.51542000 -0.00817910 -0.01965500 -0.00249380 0.48354000 0.44155000 0.00019884 0.01726400 1.14970000 -0.02123500 -0.04061600 -0.01078400 -0.44349000 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9.484619916 10.065152615 11.452831687 6.741438672 3.832312821 10.730229300 11.132905491 11.353503043 12.141604740 10.113839167 10.550706966 9.742555339 8.888856773 8.069606582 2.213409499 -0.008972553 1.406046800 9.007355306 9.590304284 10.517836479 10.294030800 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 & neck squamous cell carcinoma NA 1987 0 white not hispanic or latino 2 2 1 1 2 3 2 1 3 1 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 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 1.941956e-06 6.588779e-07 34.2105263157895 19.7368421052632 3.94736842105263 15.7894736842105 26.3157894736842 7.0047789 NA 10.0751677 NA 3.1909941 9.8429458 7.8167059 3.6504314 8.8651895 15.7708140 6.7684265 7.5219145 7.2078060 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 0.1910572 0.7759355 8.1701078 NA 13.0457682 7.0613615 10.0411841 10.8625383 8.7532395 2.7759566 13.0198279 1.9983399 NA 12.9213612 8.7047247 0.1910572 12.1509992 9.2455608 11.7121069 5.6987908 NA -0.8089428 4.3609191 1.1909941 14.1518571 14.6965303 12.5532150 11.3346993 12.1695290 NA NA 1.7759776 11.7794777 8.1276353 11.1349771 9.3407443 NA 17.9795754 19.6351569 9.2353913 NA -0.8089428 NA 11.8273953 NA 6.2133648 3.1909941 10.8252048 9.9608350 10.8298856 15.1544126 9.1068767 5.1451924 3.7145642 11.1909972 NA 10.0544092 12.3285904 7.4389249 11.1839355 10.5876020 NA 8.4341712 10.5741615 2.9983580 NA NA 5.9859330 2.7759566 4.1909941 8.8258082 7.8020219 11.5095400 -0.8089428 NA 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6.410166 11.543592 11.348344 7.309938 10.563318 3.775957 10.126899 4.903593 12.328590 9.368417 9.874869 13.055943 9.053635 2.512935 9.740782 11.1213650 12.0462551 10.9878480 0.1910572 11.2388028 11.2830936 13.3734684 10.0520841 8.6968086 8.6928345 11.1448299 9.5761155 8.4174095 10.4022772 8.4436626 10.3882139 10.7603782 7.9458845 7.1393641 12.9213612 12.1509992 10.0812615 11.3346993 5.6828514 6.0364879 9.2353913 NA NA 8.7340291 7.3559043 11.1839355 10.5876020 10.0167511 10.5741615 11.1636181 9.5027455 NA NA 10.5763635 7.1038868 8.7417440 7.4198161 -0.8089428 10.9358311 11.5205133 10.5945419 12.7691340 10.4525045 11.2587677 8.4053164 7.1098609 10.6758201 1.9983399 NA 5.1217366 7.9319247 8.8330488 9.9172154 11.7843884 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 & neck squamous cell carcinoma NA 1979 0 white not hispanic or latino 3 6 1 1 2 3 4 3 1 3 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 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14.4084930 14.3608411 12.3366558 11.0971945 12.9409124 NA NA 4.5530041 11.3603577 8.7856637 10.9598455 9.4766273 NA 20.1551666 20.1930563 8.6573395 NA 0.2310637 -0.7688134 12.0075077 NA 7.1075916 7.5348553 10.9854987 10.1228584 10.4919942 16.2431426 9.2381018 3.4789977 2.4010024 11.2296651 NA 9.9547356 12.7274291 7.4307469 11.2321309 12.1883581 NA 7.8567834 11.2775166 4.9859603 NA NA 5.7904124 5.1852719 5.5164754 8.6255375 9.5199407 11.8061411 NA 0.8160672 7.1794424 0.2310637 11.0867218 8.3343627 13.1165804 12.1957765 9.8783532 11.2018996 NA 0.2310637 14.1568145 7.2366992 11.3779615 9.2366992 9.8328454 10.3298305 11.5277041 10.9197621 3.3185338 0.2310637 9.6698665 8.7760392 12.0783278 8.9876310 8.7644045 11.4380890 1.5530164 8.4267419 8.2863572 NA 12.2954806 -0.7688134 -0.00013862 -0.00013862 0.00346870 -0.00055975 -0.00055975 -0.00180140 -0.00180140 0.04400700 0.04400700 -0.07176500 -0.07176500 0.14474000 0.00346870 0.00346870 0.00346870 0.00346870 0.00235810 0.00235810 -0.00249380 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25.6410256410256 9.5591704 NA 11.5327022 4.8360099 4.1441361 10.5578694 1.4437127 5.7656223 8.3405302 16.3138974 8.3037456 8.1278577 8.2765832 -1.1411437 9.1625114 8.3822929 4.5866507 5.8129269 4.8129294 8.1441331 3.0286575 0.8586972 13.1930040 5.8129269 11.5997763 -1.1411437 9.8601389 10.4944488 10.4839829 1.0883452 4.7656196 7.8381557 5.0875477 14.8514921 9.6741140 8.8041746 11.6816998 8.5643629 8.5187267 12.0502527 4.6660862 -1.1411437 13.4636893 8.8810987 -0.1413028 8.4190635 5.8157163 14.1221833 7.6820978 NA NA 6.0386403 -0.1413028 16.8395110 16.6546911 13.1234900 10.2408143 12.3537113 NA -0.1413028 3.8587270 9.0547180 8.7761027 11.6969498 10.3803312 -1.1411437 18.4814439 17.4416922 11.7040247 NA 2.5591736 3.9880120 11.4621252 -1.1411437 8.5133668 6.8921542 11.6779279 12.4271619 10.3857189 15.7324632 9.8949043 2.4436862 6.4953546 10.3130301 0.4437127 10.0791090 13.1781241 8.8866367 12.8617215 11.7592202 5.5591706 8.7321749 11.7269745 7.4436928 -0.1413028 NA 6.4953546 6.2337692 4.0286575 9.2797436 9.2283281 10.9143521 1.1806571 NA 7.8921536 NA 11.4789505 10.1202380 12.8382452 10.9957218 9.0509002 10.4660611 NA 3.9031251 13.2277145 7.9435393 11.2410846 7.4017627 10.5895447 9.4957813 6.1985806 10.9058546 5.3822937 -1.1411437 11.6285686 8.9944400 11.2744725 9.7708717 9.3685058 12.4354512 0.4437127 9.7518123 8.9072176 NA 10.6215280 0.8586972 -0.2696100 1.3159000 -0.0943920 1.1495000 -0.1326800 0.4473200 0.4473200 0.3787400 0.3787400 -0.2882200 0.4231800 0.4183100 -0.2709300 -0.2709300 1.0253000 0.3670000 -0.2202200 3.3990000 -0.2451200 0.0000000 -0.2556400 -0.2643200 0.4490100 -0.0859880 0.1089100 -0.1127300 -0.2489700 0.6446900 0.1238800 0.1070100 0.9393600 -0.2696100 -0.2696100 -0.0030475 -0.0943920 -0.0943920 -0.0943920 -0.0943920 -0.1039500 -0.1039500 0.0897060 0.0897060 0.0807580 -0.1241900 -0.1241900 0.0902850 0.4473200 0.3787400 0.3787400 -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 0.1199100 -0.2673300 -0.2534200 -0.6080600 -0.6489700 0.6446900 0.000 0.000 -0.251 -0.251 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 -0.251 -0.251 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 NA 6.8012453 11.4926341 12.5570013 11.0286557 10.6098563 11.4851242 1.1806571 11.0995221 7.0033886 -1.1411437 2.7656196 7.2849952 8.7775940 9.9912304 14.5247327 5.3636687 11.4036952 7.9488432 8.7715304 6.8070986 11.4851242 2.3181722 9.6693023 6.1066582 9.1302637 7.4844395 8.6963587 8.4207249 6.2250532 1.1806571 8.5205087 5.6789085 9.0274029 10.3273548 9.1196503 6.7835431 1.6660748 0.4437127 1.180657 6.125517 10.416673 12.508981 7.409477 11.170479 11.244863 12.934210 13.269646 8.888018 10.587927 9.538211 10.075477 6.415160 13.178124 9.413319 11.042366 14.433342 6.436160 4.741375 10.498976 11.191606 12.427281 12.205106 2.666075 12.055333 10.753927 15.110526 9.005936 9.598511 9.249974 13.490419 8.059212 9.401762 9.830993 8.581538 4.812929 11.117885 10.117297 8.041125 13.463689 8.419064 10.313544 10.240814 7.120826 7.043606 11.704025 5.334465 1.443713 8.977672 9.816558 12.861721 11.759220 11.189368 11.726975 11.590262 9.094745 6.659631 7.194122 9.140649 9.677313 10.175578 5.048554 8.046083 11.478951 11.542164 10.466061 12.447797 10.373445 9.855204 9.962674 8.560903 10.984790 5.068185 2.180657 3.559174 10.080578 9.991230 9.328372 11.804175 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 & neck squamous cell carcinoma NA NA 6 white not hispanic or latino 1 1 5 2 1 3 4 2 1 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 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.213723e-06 6.935557e-07 42.8571428571429 10.7142857142857 8.92857142857143 33.9285714285714 3.57142857142857 10.0532832 1.5400273 10.6606110 2.5400521 4.0636151 10.2832005 2.4469443 6.3082334 8.7062121 15.7403060 7.0984701 7.8931959 9.1584345 3.0636065 9.1390320 8.1928939 4.8187790 5.1399606 8.2265495 8.5885359 2.1250228 1.1249898 10.6862995 8.5428639 11.2758166 5.3729382 10.4476909 10.1113277 10.6111763 0.1249898 4.5624195 9.7278342 0.8619554 14.1042879 10.7118514 9.0044008 11.5056530 8.0927180 7.9085553 12.2218366 3.0636065 1.7099523 13.2540799 9.6041182 2.3474105 10.7912356 8.8174528 11.9253723 5.5844424 -1.4599727 NA 5.5512761 -1.4599727 15.1346504 15.4706424 12.2825038 10.6547675 13.2757109 -1.4599727 NA 3.6693330 10.4092574 9.4978766 11.2289550 9.8363917 0.8619554 16.4687930 18.2059349 11.1579757 -1.4599727 1.9994950 3.7099743 11.9439931 NA 7.7519377 2.5400521 11.5936696 10.2133582 10.1450655 16.3919140 9.6596387 6.9871321 4.5173261 10.6827944 2.6275135 10.9353154 12.0038991 7.8754397 11.9000731 12.5973640 1.1249898 8.2662675 11.0975128 7.9974302 0.8619554 2.8619752 6.0476845 5.5512761 7.2370168 9.9014447 10.0096909 10.8765557 5.7099743 NA 6.5568570 1.8619951 10.9746774 9.5470763 13.1313961 10.9946055 10.0466988 11.1494587 -1.4599727 6.8346695 13.2112584 8.4303133 11.3236613 8.5526737 9.3142103 10.2447915 10.2217268 11.7730695 5.2542955 1.1249898 11.1721355 8.6354461 12.2279715 9.6088274 8.9933197 11.4289826 2.6275135 9.0869629 8.7856019 0.5400273 9.9350476 2.3474105 -0.0222350 -0.0222350 0.2853300 -0.0488830 -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 0.0075000 0.2333400 -0.0193660 -0.0193660 0.0049969 -0.0222350 -0.0222350 -0.0222350 -0.2560000 -0.2558900 -0.2628300 -0.2628300 -0.2630000 -0.2630000 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 0.0012481 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 0.1249898 7.1657582 10.8633854 11.6921755 11.5312166 10.3377106 10.9454565 3.9323636 10.7304911 7.8300677 0.8619554 3.6275135 6.9536773 9.8942985 10.5817083 13.5901103 3.6168634 11.8922305 9.2018272 9.0547630 5.4825644 10.9454565 0.1249898 11.1757672 4.0318980 8.2849333 7.1250115 10.0917573 8.0718790 4.5624195 4.7879757 7.3344646 4.9150906 8.6367642 10.2504250 8.8415452 7.3082334 1.3473822 1.5400273 1.999495 5.923753 12.110142 15.749134 11.212695 11.750568 9.051802 11.105389 11.916446 7.811512 10.864230 8.291593 10.280251 4.863061 12.003899 9.099426 10.466345 13.279824 7.514464 3.398036 9.289081 11.2855134 12.0644684 10.6231960 1.3473822 11.7583096 10.9663139 14.8913704 9.4333507 8.5258911 9.3401401 12.1873951 9.5557638 8.6141905 10.5683006 8.9334396 8.2265495 11.3937485 8.2679697 8.1547589 13.2540799 10.7912356 10.2287366 10.6547675 5.5287338 6.2474073 11.1579757 1.1249898 NA 9.5022222 11.0927182 11.9000731 12.5973640 11.1318052 11.0975128 11.7885697 10.1802941 5.0157830 -1.4599727 10.5125407 8.2747080 11.7326502 7.3665976 5.4348684 10.9746774 11.7814365 11.1494587 11.8553402 10.2903374 10.2911747 9.7980262 7.6641706 10.0137548 1.8619951 -0.4599727 7.6511845 9.0497549 9.9767607 10.3111258 10.0738655 6.7879770 10.4611462 5.8887773 TCGA-CV-7238 69 0 NA 2727 head and neck stage ii t2 n0 NA female 2007 NA yes head & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 1 5 3 4 1 5 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 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 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 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 7 0 0 0 0 1.8726e-06 7.282335e-07 28.9473684210526 26.3157894736842 1.31578947368421 25 18.4210526315789 9.5656910 NA 10.1104529 3.0907349 4.4797738 10.4997166 7.4731992 7.7564042 8.9803424 15.4349332 6.7964446 8.3708378 8.0992920 -1.3015148 8.9569784 7.7263183 4.6984130 5.8379634 5.2530022 7.3708373 3.2219699 1.5057893 7.9344263 7.2682678 10.8977780 2.5057639 10.3057427 9.9970478 9.9780230 -1.3015148 4.0907264 9.1060944 NA 13.4100256 10.9967614 9.2150381 10.8405194 8.4944520 7.3020384 10.9555055 4.6291526 NA 10.9472294 9.3341305 -0.3015148 10.9365185 6.0666575 11.5448822 8.6913506 0.2833292 2.7858853 5.4398791 0.2833292 16.2523488 16.3941825 12.2921536 10.6906426 12.7012274 0.2833292 NA 4.2529984 11.4717577 9.4424053 11.2205034 9.7207802 1.2833884 17.6150237 18.2282032 11.2457889 NA 2.6984185 1.2833884 11.4182290 0.2833292 11.3181738 4.8683361 10.8245457 10.2847830 10.2918035 15.4558805 9.3368482 6.4863154 3.9078617 11.2677933 1.5057893 9.8956291 11.7445866 8.5733938 10.6306271 10.8544954 NA 8.5932301 10.9915966 6.6467790 NA 1.5057893 7.7700090 6.1741467 9.5939877 9.1578441 11.3064361 10.5901961 4.9463379 3.0907349 6.7040364 NA 9.5977693 7.6641969 12.8431502 11.1982582 9.3063714 10.6573275 -1.3015148 4.7645001 12.9132627 8.3186323 11.4744341 7.9953285 10.2083753 9.5495132 12.6357862 11.1314761 4.6291526 0.6983963 8.8832878 9.4365046 11.8074268 9.6906427 9.2141122 11.8443445 2.9463379 9.1387211 9.1444617 2.5057639 10.3659675 2.0203422 -1.5054e-02 -1.5054e-02 2.7017e-01 -1.9863e-02 -1.9863e-02 8.3195e-04 8.3195e-04 4.9966e-02 4.9966e-02 -1.5899e-01 3.9313e-01 3.9313e-01 -1.4065e-01 -1.4065e-01 1.5554e+00 8.6233e-02 -6.2105e-05 -6.2105e-05 2.7728e-04 2.7728e-04 1.1093e-03 1.1093e-03 4.0892e-02 4.7836e-02 -6.3703e-02 -6.3703e-02 8.4743e-03 1.8523e-02 -8.1624e-03 -8.1624e-03 4.0243e-03 -1.5054e-02 -1.5054e-02 -1.5054e-02 -1.6383e-01 -1.6383e-01 -1.6383e-01 -1.6383e-01 -1.6294e-01 -1.6294e-01 -4.7079e-03 -4.7079e-03 -4.7079e-03 -1.9863e-02 -1.9863e-02 -1.9863e-02 8.3195e-04 4.9966e-02 4.9966e-02 -1.5886e-01 -1.4065e-01 6.4368e-02 0.0000e+00 0.0000e+00 0.0000e+00 -6.2105e-05 -6.2105e-05 2.7728e-04 1.1093e-03 1.1093e-03 1.5547e-01 1.5547e-01 4.0892e-02 -2.2881e-02 -2.2881e-02 4.7836e-02 4.7836e-02 -6.3703e-02 -2.3703e-02 -2.3703e-02 4.9398e-02 1.8523e-02 1.8523e-02 1.8523e-02 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 5.3988531 7.3988523 10.8658305 11.6367055 12.0539011 10.5485992 11.0548643 12.1634685 10.9765714 7.4993125 2.2833884 3.0907349 7.3094372 9.3521531 10.3395610 13.6463232 4.6635040 11.4256947 9.0427084 9.0569208 8.2180488 11.0548643 0.6983963 10.9692917 4.8683361 8.6621610 6.8733383 10.2625619 8.4657194 4.6756918 2.6053047 9.5438162 5.5057671 9.0777907 9.3681832 8.9640275 7.4092187 2.7858853 1.5057893 NA 5.993033 11.299022 11.053474 10.695592 11.315650 9.198258 10.702633 11.264942 8.082117 10.424205 7.880807 10.058162 5.145828 11.744587 8.372605 9.839881 12.710052 6.927232 3.907862 8.933230 10.147045 12.501837 11.551332 1.505789 11.302270 10.407065 13.688382 9.957567 8.557947 8.734586 12.059122 7.986125 8.338658 10.804648 9.306667 5.253002 11.215590 8.651154 8.551722 10.947229 10.936518 10.989871 10.690643 6.073452 7.584109 11.245789 2.946338 -1.301515 9.315880 8.800388 10.630627 10.854495 9.993607 10.991597 11.139541 9.135124 4.157844 3.342270 10.255421 8.342052 12.765511 8.781892 6.190265 9.597769 11.341141 10.657327 11.807753 10.581437 10.117319 9.567235 7.593230 10.853547 4.652607 4.652607 4.453300 10.143329 9.153739 9.968708 9.679980 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 & neck squamous cell carcinoma 40 1971 0 white not hispanic or latino 2 2 3 3 3 2 3 2 3 3 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 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 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 4 0 4 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 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 9.120258e-06 2.358089e-06 8.98203592814371 14.0718562874251 11.0778443113772 40.7185628742515 25.1497005988024 8.4268463 NA 10.4478476 -0.5955328 1.5743922 10.3433229 9.6004656 7.1526712 8.8401488 15.6175257 7.5182204 7.9319554 6.7881832 5.7967950 9.7941097 8.4719129 4.9543033 5.8474207 11.8485874 8.7476640 1.2118221 1.2118221 3.8639087 6.8432704 11.6553690 NA 10.5986197 10.6154541 11.0857168 4.2345780 2.6523947 9.4550210 NA 14.1682095 8.0043913 9.4664571 11.5733072 8.3278059 5.2499686 12.2141461 6.0769032 2.5743922 11.6556649 8.9856789 3.8963300 11.6131700 8.4887684 12.1255776 7.8053576 NA -1.5955328 5.2748431 2.6523947 15.2850635 16.0432179 12.4786199 10.2130404 12.8525302 -1.5955328 3.9590653 5.3469923 10.6010806 9.6066023 11.5382629 10.3352158 2.2118221 15.8390904 17.3397960 11.4242429 NA 0.7263953 3.8307421 11.8889237 NA 7.7353956 4.8963300 11.2994420 10.4478476 10.0992715 15.3466149 9.7576252 7.3113687 3.0483408 10.5973877 6.0118087 9.9842658 14.1353598 9.2310270 10.3425877 11.0118088 NA 8.6151499 10.6950733 8.0733634 -1.5955328 -1.5955328 7.3412635 6.4101036 8.1891134 9.4972355 9.9102900 10.3004323 6.7353949 1.2118221 7.6782741 2.5743922 10.1328241 8.5350490 12.3160577 11.0953494 9.5285092 8.7675181 2.3113578 4.4268484 12.6897362 8.7565220 10.7716201 8.3158705 9.8026075 10.0937644 8.6041507 10.1585308 3.8307421 3.8307421 11.2029503 8.3263194 11.8224628 10.1200115 9.6200114 11.8150623 4.0769011 9.1748780 8.7241506 -0.5955328 11.6633389 1.8638988 0.1376100 0.1388000 0.6426800 0.6117200 0.6522200 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 0.1419100 0.1441400 -0.3508800 -0.3508800 0.1337600 -0.0105080 0.0101460 0.0186630 0.1249100 -0.0381700 0.0000000 -0.5710100 -0.0026508 0.1376100 0.1388000 0.1388000 -0.3690600 -0.3690600 -0.3690600 -0.3690600 -0.3718900 -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 0.0889820 0.0736900 -0.3769600 0.1203500 0.1203500 -0.0105080 -0.0105080 -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 NA 7.314371 11.192789 11.607214 11.126218 9.893323 9.940240 2.726417 10.983087 5.604151 2.211822 6.544029 7.941697 11.344241 10.301946 14.786613 3.115416 11.744885 9.497236 9.118192 8.302324 9.940240 1.863899 10.276769 5.048336 8.824502 7.647653 10.113963 8.641473 4.744328 14.303033 6.322984 6.538904 8.541470 8.748775 9.249968 7.358675 2.726417 5.502512 -0.5955328 5.3702619 10.8697898 14.2880637 11.7314696 12.4015697 8.5542254 12.1034001 12.2122358 8.3278059 10.8188994 9.3060995 10.9731472 5.0744969 14.1353598 10.0782291 10.9412113 12.9035775 12.1787507 1.5743922 10.5949205 10.7797894 12.2243581 11.2659531 2.7264171 11.7561078 10.5421100 13.4506206 9.2538836 9.9270600 9.3874720 13.1964044 8.0212293 8.8680027 10.2936021 9.9353724 11.8485874 10.9499256 8.9800176 10.5652953 11.6556649 11.6131700 10.3079838 10.2130404 5.6428835 7.5592968 11.4242429 3.7620298 NA 9.2585677 10.1788537 10.3425877 11.0118088 9.5961545 10.6950733 11.6119504 9.2809953 -1.5955328 -0.0105703 9.1819145 9.1825555 9.2786913 10.8050910 5.5843883 10.1328241 11.4076450 8.7675181 12.4111551 10.2381592 10.5324727 8.4839633 7.9931932 10.7150912 5.2871213 1.8638988 10.0892271 9.8985589 9.1891132 9.7941097 10.4869602 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 6 5 3 4 1 4 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 6 0 0 0 0 0 0 0 4 0 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 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 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 4 0 0 0 0 0 0 2 0 0 0 0 2.011312e-06 7.282335e-07 41.7721518987342 18.9873417721519 1.26582278481013 18.9873417721519 18.9873417721519 10.1710796 NA 10.5414764 4.6099618 6.9224001 10.2721507 NA 4.1386589 9.4156285 15.0937466 7.1427514 7.6507703 7.0056560 -0.3208465 9.2443286 8.1180186 4.5618699 5.1054895 8.6421225 7.8365737 1.2641761 -1.3208465 11.0515475 10.1164585 11.6444697 2.1386507 10.8158973 10.6529239 10.8030246 NA 4.2641911 9.1423524 NA 15.1182457 10.4126656 9.7133377 11.2488448 9.0618504 6.6792267 10.8727519 4.6099618 NA 12.6808986 8.8971841 NA 11.9943761 3.0268886 11.7861166 5.0542668 NA -1.3208465 4.4865792 1.4865599 15.8160268 15.9013048 12.7513591 10.8594465 11.9815798 -1.3208465 NA 4.4865792 11.8218123 8.2735513 11.1378894 9.7092039 NA 17.9929333 20.0282917 9.4825504 -0.3208465 2.9271569 0.2642362 11.4542194 NA 9.6600801 3.3796625 11.1226622 10.3131300 9.8929383 15.8321055 8.9448415 8.3779310 4.6099618 11.5653041 NA 9.9483532 11.6579155 7.8665785 9.7351867 10.5943589 -0.3208465 8.4037402 10.5649228 6.6960342 NA NA 4.6799023 5.7877511 6.8289742 9.6664905 9.7520290 11.2000907 3.5861162 -0.3208465 5.0190747 NA 10.9386756 8.6202741 12.7994644 12.2566553 8.4814035 10.7412726 NA 5.3230818 13.1077830 8.6988172 10.5977171 9.4498904 9.7392468 9.7841725 6.4671295 10.3044788 3.3230818 1.6792436 11.6377792 10.1060155 11.0817057 9.7119610 10.5184303 12.3767371 2.3796764 9.2744001 8.8603787 0.6792436 10.5453463 0.2642362 -0.40219000 -0.01264400 0.60919000 -0.01450300 -0.01450300 0.64781000 0.64781000 0.71058000 -0.03245000 0.36264000 1.09680000 1.09680000 -0.40736000 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 0.60377000 0.71020000 0.00000000 -0.00055444 0.34762000 -0.00443120 -0.01264400 -0.01161100 -0.36113000 -0.36113000 -0.36113000 -0.36113000 -0.00691950 -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 -0.03476800 -0.39341000 -0.04115900 0.33691000 -0.41300000 -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 1.6792436 7.1590065 11.2089011 11.6230233 11.6388663 10.5321461 11.0204673 9.1988627 11.5549759 8.8653408 -1.3208465 NA 6.3796660 8.8007602 10.3883103 12.3544117 4.3377254 11.2587782 8.3230827 8.4215023 4.0715482 11.0204673 1.6792436 10.8190976 4.6565078 8.1237236 4.8690521 9.9565140 8.0754032 5.1549598 -0.3208465 6.3374382 3.3230818 10.0257402 8.0499139 9.8529037 8.1263095 2.1386507 3.4341078 -1.3208465 3.1386507 10.7713229 11.5488165 8.5465052 12.0577923 9.6084849 12.3842778 11.6350580 7.4206938 10.7693389 6.7126494 10.5133025 5.4851627 11.6579155 13.2565963 10.7818584 13.7411326 10.1049669 0.6792436 9.8983951 10.3498827 12.9978399 12.2699305 -1.3208465 11.6815141 10.7405977 13.1717050 10.0422662 9.2939365 9.6700396 12.6914146 7.7816220 8.4424389 10.0880870 9.1324972 8.6421225 10.7848077 7.5679698 5.4736408 12.6808986 11.9943761 11.0923255 10.8594465 6.1054916 3.5861162 9.4825504 2.4865857 0.2642362 9.3445624 10.0880870 9.7351867 10.5943589 10.8510288 10.5649228 10.9062407 9.3140376 4.2939369 2.8491586 9.4163132 7.4736424 10.6021826 3.7666906 3.7666906 10.9386756 11.4964101 10.7412726 12.0210233 9.6636449 10.2299733 9.2386037 8.0779704 10.5924899 NA NA -0.3208465 8.1050510 8.9518564 10.7402602 10.0827712 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 & neck squamous cell carcinoma 60 1966 0 white hispanic or latino 1 2 4 3 1 2 1 2 3 3 0 0 0 0 1 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 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 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 6 0 0 0 4 1 4 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 4 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1 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 7 3 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 1.452999e-05 4.716179e-06 7.65124555160142 16.5480427046263 8.54092526690392 39.8576512455516 27.4021352313167 8.2824648 NA 10.2374278 1.9805006 3.9439869 10.5442798 7.6809516 4.3865006 8.8704717 15.6375732 7.8922034 7.4201346 8.9543525 NA 10.0541176 8.5056409 4.9439869 3.5654753 10.2102917 9.5480875 0.2435472 0.9805372 9.9306300 7.3555511 11.7417303 0.9805372 10.8437686 11.0382326 10.9706156 2.3590151 3.6127771 9.1949375 4.8484076 13.8133620 8.1841042 9.6857984 12.0273627 9.0963357 8.5564290 13.6042102 2.7460547 -0.3413543 14.6160483 9.0249056 0.9805372 11.5615238 10.7719350 12.3051422 6.2952087 2.7545027 NA 6.1097951 2.6585771 15.2442502 15.3414563 12.7998924 10.0795964 13.9126156 NA 1.6586000 3.6585885 11.3909629 8.5729685 11.1953163 9.8051522 0.2435472 18.0006625 19.0440668 10.4586744 5.7029788 1.4659222 -1.3415371 12.4129491 NA 6.5351012 2.1180274 11.5436411 11.0570600 10.0984143 16.7780920 9.5966927 6.4399439 3.6127771 11.4515770 -0.3413543 10.8171931 12.8085346 7.9600796 10.8121355 11.0708887 -1.3415371 8.5966929 9.4184716 9.6120524 -1.3415371 -0.3413543 5.9812316 7.2435463 3.9065154 9.5219955 8.1604206 10.8910044 1.8285097 -1.3415371 7.2879404 -1.3415371 10.2626733 9.6585835 12.8970629 12.2033065 9.3604617 11.1506870 0.6585543 1.6586000 13.2057190 8.5893208 10.9847320 9.9838890 9.3169825 9.8768259 5.7138662 11.3245855 3.3024360 0.6585543 10.8680368 6.8680373 11.2088493 9.7949339 9.5722208 11.4554343 1.6586000 8.6737755 8.3762600 NA 11.4489320 NA 0.15203000 0.14384000 1.12920000 1.36170000 1.33600000 -0.00678130 -0.00678130 0.21499000 0.21499000 -0.03993700 0.40881000 3.65690000 -0.63916000 -0.63916000 -0.47131000 0.45309000 -0.12415000 -0.12415000 0.43530000 0.43530000 -0.32344000 -0.32344000 0.00083195 -0.03081300 0.18177000 -0.48239000 0.45479000 0.88206000 -0.04644800 -0.47649000 -0.01161100 0.15203000 0.14384000 0.12904000 -0.48941000 -0.48155000 -0.47289000 -0.49413000 -0.48165000 -0.48165000 0.38783000 -0.14142000 0.37166000 -0.48355000 -0.48355000 -0.48355000 -0.00678130 0.21499000 0.21177000 -0.61422000 -0.63916000 0.45990000 -0.50484000 -0.49653000 -0.18509000 -0.12415000 1.36150000 0.40194000 -0.32344000 -0.32344000 0.12064000 0.60684000 0.00083195 0.46246000 0.02525000 -0.52215000 -0.07160600 -0.98614000 -0.45286000 -0.11881000 -0.50069000 -0.74307000 -0.74307000 0.88206000 -0.497 -0.497 -0.124 -0.124 0.435 0.435 -0.323 0.612 0.000 0.462 0.462 -0.491 0.000 -0.764 -0.940 0.332 0.332 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 -0.124 -0.124 0.435 0.435 -0.323 0.612 0.000 0.462 0.462 -0.491 0.000 -0.764 -0.940 0.332 0.332 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 NA 7.5774470 11.4421956 12.5829321 11.5062281 10.0642568 10.9635051 2.2435472 11.3428938 6.0509000 -0.3413543 3.7460440 6.1261882 9.0519740 10.3954082 13.2868012 1.8460319 10.9106575 10.2193940 8.9653858 4.8083284 10.9635051 NA 10.9686281 3.2435472 7.8518134 5.8083310 11.1254247 7.6078851 6.4723643 -0.3413543 7.5224599 4.6585828 8.3830973 8.4000503 9.3719700 7.2397837 1.9805006 0.6585543 1.465922 4.050902 11.875178 11.952187 10.955786 11.568664 9.535100 12.137606 11.790280 7.220826 10.874420 7.383098 10.275592 5.704944 12.808535 8.803242 9.679563 13.095018 9.334541 1.658600 9.861320 10.7680877 12.3215856 11.6080455 1.2435472 11.8815293 10.4419910 14.1621291 8.8247465 9.5048573 9.3848017 12.4494410 9.4159902 8.6315634 10.0973753 9.0774903 10.2102917 11.2999579 9.3051422 5.7460467 14.6160483 11.5615238 10.4775650 10.0795964 5.6809516 5.5654753 10.4586744 1.4659222 -1.3415371 9.0626606 9.3363030 10.8121355 11.0708887 10.7087722 9.4184716 11.6851069 8.9883799 4.5654753 -0.3413543 9.2303647 7.2322310 9.2732932 4.5165636 3.9439869 10.2626733 12.0755129 11.1506870 11.9703318 10.4391233 11.5878419 8.8655978 8.4513739 10.0363363 1.4659222 -1.3415371 6.3932926 8.0132518 9.1524390 10.1484315 11.0235388 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 6 1 1 4 1 5 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 4 0 0 0 0 2.080667e-06 6.242002e-07 19.2307692307692 32.0512820512821 2.56410256410256 21.7948717948718 24.3589743589744 9.63315000 -1.55681773 11.25188741 1.44334143 2.44331490 9.87899564 3.30130962 6.18479205 8.38583997 14.60094861 6.55706693 7.05803503 8.60948830 2.35021434 8.90173186 9.12192561 5.36218932 2.35021434 10.13506884 9.67694506 1.02828624 -1.55681773 8.41773988 7.84420485 11.96148670 0.44328837 10.43873915 10.88055728 10.95705298 -0.55660553 2.83564117 8.42136344 NA 14.10685566 10.76130314 9.83475687 11.35602763 7.47399223 7.54398763 11.51729951 4.05803936 NA 13.75918250 8.63067739 -1.55681773 10.76017253 6.37299736 11.91715793 5.43201066 NA -1.55681773 5.95111916 2.90274893 13.92443102 14.10801179 12.73117117 11.22796021 13.38046925 NA NA 5.07268036 11.04416745 9.15068457 11.52846583 9.43909242 0.02828624 16.37112067 18.98897238 9.14809368 NA 0.02828624 2.25068877 11.90940182 NA 11.20923298 3.53078242 11.31883861 10.57228630 10.47778042 15.74286431 9.93367487 4.69125498 6.63808253 11.20071535 NA 10.15456207 12.53671980 9.92462028 11.51579296 11.77927392 NA 8.62199030 11.50047095 6.40910916 NA NA 5.90316604 4.72872596 8.09258168 9.14376508 11.63005862 11.43962231 3.86958521 -1.55681773 7.68649913 -1.55681773 11.17549279 9.10599360 13.17506865 12.60893899 10.03996703 11.74038490 -0.55660553 2.61324874 13.37604762 8.65033950 10.82378645 11.02805302 10.06563343 10.24505802 8.40332738 11.18310597 5.32596919 1.02828624 10.76525344 7.85695333 12.00198523 10.38180227 8.55966923 11.07904344 2.25068877 9.17256377 9.03297663 NA 9.73392032 0.44328837 0.128890 0.128890 0.315140 0.020063 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 -0.373720 0.168500 0.000000 0.000000 0.626240 0.128890 0.128890 0.128890 -0.469400 -0.469400 -0.469400 -0.469400 -0.288180 -0.263120 -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 -0.101450 -0.105370 0.036370 0.036370 0.296280 0.098851 -0.516090 -0.538040 0.119910 -0.270570 -0.112340 -0.112340 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 4.05803936 7.13332308 10.83698394 11.23020752 10.92940615 10.57196420 10.97860072 10.21275000 11.06010394 7.11575116 0.02828624 3.30130962 5.10153663 9.28803112 10.83053493 13.08419162 4.47034814 11.59307248 9.17972725 8.96954078 4.05803936 10.97860072 0.76528013 10.98635717 3.30130962 8.02448813 5.10153663 9.79977733 7.64867898 5.18479205 1.44334143 7.78524451 1.76523769 9.18815931 7.21811274 9.66188852 6.84846646 1.90276822 3.65277328 -0.5566055 4.6721424 15.8937553 12.3862870 10.9361800 11.5777517 8.5674466 11.5166301 11.8385917 7.8442049 11.2609087 7.7217746 10.3267324 5.4636944 12.5367198 9.7675058 10.4450854 13.3035937 9.7820617 1.4433414 9.4911310 11.3003344 12.0402139 11.8266246 0.4432884 11.2639032 11.3893178 15.6489556 9.8737778 9.1059936 8.7065944 10.8022512 9.8288481 8.2538971 10.5541349 9.2903827 10.1350688 11.1629281 8.7909466 6.8945365 13.7591825 10.7601725 10.1502530 11.2279602 7.2214025 3.3013096 9.1480937 2.0282862 -1.5568177 9.7042448 9.2474564 11.5157930 11.7792739 11.3709182 11.5004710 11.9657843 9.1341963 NA 3.1982112 9.8929899 8.6935054 12.5424265 6.1780354 4.3740657 11.1754928 12.0332105 11.7403849 12.6288977 10.6494240 10.1135390 8.9411770 7.4263193 9.7235161 0.7652801 -0.5566055 6.1228052 8.0408563 9.9441672 9.5635631 11.8291878 7.0017460 9.8701142 4.7287260 TCGA-CV-7248 63 1 521 NA head and neck stage iva t4a n2c NA female 2001 NA NA head & neck squamous cell carcinoma 30 1967 4 black or african american not hispanic or latino 1 4 2 1 3 2 1 2 3 1 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 4 4 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 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 4 4 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 4 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 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 0 0 4 0 0 0 0 0 7 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 8.392024e-06 2.808901e-06 5.18292682926829 18.2926829268293 13.109756097561 39.3292682926829 24.0853658536585 10.06491383 6.47909310 10.63434487 2.87338013 1.34981817 10.36801005 6.93477242 7.16038174 9.39829671 15.21439505 8.05371360 7.63058093 7.98098666 2.51974317 9.38667043 9.15474749 5.25670122 5.24462832 9.52411149 8.53096224 1.67174627 3.90439739 8.38047708 7.25067645 11.76871659 3.05025789 10.55040204 10.65501661 10.22402278 -0.06521933 3.51973059 8.38662905 4.13116965 15.56843933 9.46875090 9.88194660 11.76884832 8.63173983 6.58342882 11.39061331 2.67174627 -0.65018183 13.08589465 8.63058057 2.05025789 11.12026730 9.78752552 11.62884002 8.03980792 NA -0.65018183 3.90439739 2.15717309 14.59117657 14.82497774 12.44372503 10.06233694 12.83507317 NA 4.05024918 3.39419857 10.42996122 10.11633876 11.69105070 10.43062744 1.51974317 16.38071405 16.52128479 11.27146490 NA 2.51974317 3.80923950 11.93782171 -1.65018183 8.79067920 3.87337028 11.44551349 10.55468669 10.10344453 15.40148615 9.96267843 6.64443027 4.05024918 11.08790215 1.34981817 10.56108981 12.76302922 9.66552548 11.54579717 11.10260866 -0.06521933 8.72376264 11.24443817 6.55926389 NA NA 7.73668537 5.94972168 8.85958479 9.91014276 9.63809919 9.78235172 7.66269258 NA 4.80923950 0.67174627 10.27499342 8.81231210 12.66587922 11.87214618 9.73561305 10.70983392 -0.06521933 4.28054809 13.07133634 8.95250888 10.51910861 7.81128927 9.84287971 10.39429280 8.63289817 10.91133648 5.93477124 1.80924979 11.18487336 8.59773749 12.36505069 9.60010822 8.68408304 11.33244703 2.99367436 8.47637237 9.57501729 -0.06521933 10.32744755 2.67174627 0.0918800 0.0918800 0.3881600 -0.1995000 -0.1995000 1.5948000 1.2598000 0.1715100 0.1715100 -0.1639600 -0.1639600 0.5493000 -0.0034627 -0.0034627 -0.0034627 -0.0034627 -0.0797420 -0.0797420 0.1801100 0.1304200 0.7051300 -0.2253900 0.0029133 0.1434000 0.0305910 -0.3485900 0.1614500 -0.0257560 -0.0478380 -0.0147150 0.0515300 0.0918800 0.0918800 -0.2905900 -0.2301800 -0.2301800 -0.2301800 -0.2301800 -0.1828200 -0.1828200 0.2412400 0.2412400 -0.1912400 -0.1995000 -0.1995000 -0.1995000 -0.2282800 0.1374000 0.1219600 -0.6250300 -0.0034627 -0.0034627 -0.2004500 -0.1860900 -0.1630700 -0.0797420 0.1364300 0.1304200 -0.1644700 -0.2125500 0.1046800 -0.2620300 0.0029133 0.1178500 0.1178500 0.1434000 -0.2614300 -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 -0.220 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 -0.220 0.172 0.172 -0.164 0.373 0.000 0.000 0.000 0.000 -0.06521933 7.31847683 11.26007783 11.14605234 11.65244880 10.01069719 11.05522630 5.90439980 11.25237343 7.36383076 -1.65018183 4.84166121 8.14097288 10.86920038 10.45702693 13.75774147 4.89716780 11.11364470 9.70571152 8.77297828 7.93664972 11.05522630 -1.65018183 10.99839213 6.58821391 8.37266311 7.24462737 10.25351472 8.11544427 5.20779136 11.73903785 6.90439859 7.11799419 9.08874664 9.42194257 9.07005411 7.96451993 2.51974317 0.93478067 NA 5.256701 10.909904 10.989368 10.474577 11.711342 9.849656 12.610509 11.621419 7.776074 10.836645 7.853636 10.743468 5.146435 12.763029 9.396934 11.780785 12.643049 12.863476 3.349804 9.756015 11.1092820 11.6009964 10.4385981 5.7421275 11.6950765 10.9175284 14.6755888 9.7210419 9.7943072 8.7718747 12.4436401 9.4819947 8.1523264 10.1527301 9.4299611 9.5241115 11.3361852 8.9432011 10.4438876 13.0858946 11.1202673 11.1256259 10.0623369 5.3832343 9.3763334 11.2714649 2.3498182 0.9347807 9.2679278 11.5044698 11.5457972 11.1026087 10.7010252 11.2444382 11.2027294 9.9599120 -0.6501818 7.3554348 9.7122305 9.1530047 9.9977179 10.2738801 5.6535903 10.2749934 11.7693751 10.7098339 12.0465601 10.6042480 10.9686542 9.5027284 7.5762220 10.3173964 5.6985380 3.3941986 7.4372727 9.1091487 10.1671933 10.3270898 11.4287945 8.2626991 10.1799289 5.9043998 TCGA-CV-7250 64 1 2900 NA head and neck stage iva t4a n0 NA male 2000 NA yes head & neck squamous cell carcinoma 60 1960 NA white not hispanic or latino 3 2 3 3 3 2 1 2 3 3 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 0 0 0 0 7 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 4 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 4 0 7 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 7 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 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.583124e-06 2.254056e-06 14.7826086956522 17.8260869565217 3.91304347826087 41.304347826087 22.1739130434783 7.4761240 NA 10.5543190 -1.1494406 2.0203422 9.9090836 6.3739770 4.8046112 8.3077964 15.2420283 7.8447692 7.3261490 7.8700065 NA 10.2140027 9.3036860 5.2548774 2.5508514 10.2876474 8.9912452 -1.1494406 0.8503994 6.7929295 8.2297936 10.9937987 2.5508514 10.5059462 10.2866064 11.4384273 0.8503994 1.8503994 8.4727237 0.4354152 12.5368066 7.6737825 9.0635197 11.4987730 8.8741699 8.1496237 13.3902407 0.8503994 NA 12.1913782 8.8031566 NA 12.4357301 11.7903491 12.3213285 7.3180212 5.1188871 NA 6.2682678 1.1723595 14.9638115 14.9187098 12.3747123 10.2523616 12.4681125 NA NA 2.6577772 10.2709021 8.6235545 11.1215866 10.9497633 -1.1494406 16.6871809 16.6820381 9.8865890 3.3739822 1.6577772 -1.1494406 12.0023833 -0.1496006 6.6119661 5.5918828 10.6472013 10.2287102 10.1958206 15.0539355 9.1745959 6.9537029 -0.1496006 10.6741807 1.4353619 10.2008021 13.6999672 7.1541964 11.0819367 11.6677989 NA 8.7269323 9.8900200 7.7115025 NA NA 6.6206495 7.6284929 4.2079709 9.5672349 9.2297939 10.2974987 8.0864298 -0.1496006 5.5508545 NA 10.2405845 8.4558951 12.7031400 10.8475949 9.1131329 11.3968276 4.8727844 2.1723595 13.3499867 8.9589398 10.9178498 7.9431724 10.0923985 10.1689582 7.9589401 10.3905434 3.7573113 1.1723595 10.5939876 6.7633053 11.4482352 9.9674091 8.5263725 11.6480770 3.9796961 8.8726029 7.9218778 NA 12.2231445 0.8503994 0.51629000 0.52048000 0.76715000 0.00041593 0.00041593 0.00583090 0.00583090 -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 0.00657890 0.00657890 0.00221930 0.13628000 -0.00850280 -0.00290910 0.73322000 0.57469000 0.52048000 0.50933000 -0.01890200 -0.01890200 -0.01285100 -0.02167000 0.01167900 0.01167900 -0.00815790 -0.00815790 -0.01225000 0.01307400 -0.01188700 -0.01188700 0.23365000 -0.01491600 0.57344000 -0.00158840 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 -0.12720000 -0.02356600 -0.02356600 0.00708260 0.11638000 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 NA 7.9719487 11.2515616 12.0837355 11.3844751 10.8401647 10.4572833 4.9797007 10.1242110 3.6053047 NA 5.1902672 5.8162003 9.3026567 10.2221921 14.3979426 4.6082415 11.9523911 8.6202532 8.9322850 5.7330587 10.4572833 2.3098456 10.1363956 2.4353886 9.7148261 5.0001623 10.0027003 7.7464451 0.8503994 1.4353619 6.8672231 4.3739753 8.0912069 9.0959682 9.9517346 8.9245569 0.8503994 NA NA 6.088820 10.950421 10.759926 10.576634 12.547274 7.145036 11.355731 11.360685 7.167828 10.194711 6.839100 11.843177 4.836374 13.699967 7.540413 10.172343 12.590531 11.549771 3.242740 9.778934 10.8752088 11.8221386 10.4729249 2.0203422 11.5532375 11.1774066 14.4801691 7.4540418 9.2101650 9.8553382 11.3016266 9.1612440 8.8934426 10.1277028 8.7207802 10.2876474 11.3961039 9.1427371 7.1678276 12.1913782 12.4357301 10.0756229 10.2523616 5.9165053 5.9165053 9.8865890 NA NA 9.1969291 8.6641966 11.0819367 11.6677989 10.7569303 9.8900200 11.5749293 9.2221921 5.4202702 NA 9.6580602 8.1541964 9.0804360 6.5577746 2.1723595 10.2405845 11.3774037 11.3968276 11.9561603 10.5439024 10.6761693 8.3778924 7.4240630 10.3973099 -0.1496006 NA 10.0864296 9.1479164 9.7951275 9.6537393 10.9378783 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 & neck squamous cell carcinoma NA NA 0 black or african american not hispanic or latino 3 3 1 1 1 3 4 2 3 3 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 7 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 7 7 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 7 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 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 2 0 0 0 0 0 0 7 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 7 0 0 0 0 4.876377e-06 1.978416e-06 20.5426356589147 37.2093023255814 2.71317829457364 31.3953488372093 8.13953488372093 9.3196498 NA 10.2504629 2.6201406 4.1055608 10.0757362 -1.2866561 5.9030696 8.4698009 16.4910713 7.6410221 8.0238575 8.9202588 -1.2866561 9.8800353 8.4714675 4.7356142 5.8831687 9.1447421 8.0926229 1.0352016 NA 8.8033569 7.9564186 11.0407972 4.9420640 10.6725220 10.1839034 10.4231899 -1.2866561 4.3856726 9.1899300 NA 14.7382110 9.2436508 9.9876227 11.1805953 8.3571007 5.5334232 10.4201721 2.1726795 NA 12.4886490 8.6717972 2.0351664 12.6986418 9.5664683 11.7054748 4.8217714 0.7132559 NA 3.5712278 NA 16.1155059 16.1852807 12.4602941 10.5084724 13.0906584 NA -1.2866561 5.6557582 11.6989086 9.5603019 10.9890780 9.7867166 1.5205983 18.7185374 19.0627396 12.5128297 NA 2.6201406 1.5205983 11.9147558 NA 7.9348314 4.4136821 10.6210703 10.1525560 10.3421457 16.1741473 9.6876591 7.8655291 4.0351752 11.2639913 0.2981891 9.7012189 11.8413613 9.2906734 10.4227591 11.7938955 NA 8.3839008 10.4777015 3.8425263 -1.2866561 3.7132449 6.6263136 5.8425263 6.2130906 9.7363057 9.3000844 11.3265736 2.4136753 -0.2868321 4.6674380 1.2981891 10.9735760 9.0475177 12.9558232 10.8604494 10.2091095 11.2414544 NA 6.9800310 12.9754128 8.8515164 11.5195927 8.1644554 10.3555174 10.2359535 7.5238160 9.4970612 3.4681271 0.2981891 8.2754872 9.2210392 12.3548447 9.7251706 8.5866886 12.3007876 1.2981891 8.9531651 8.1869501 -0.2868321 10.6076834 0.2981891 0.01709500 -0.15380000 0.51751000 0.02834100 0.01270200 0.05025000 0.05025000 0.03279500 0.03279500 0.04018500 0.04018500 0.04315700 -0.42123000 -0.42123000 -0.41794000 -0.41794000 0.04315700 0.04315700 0.03214000 -0.03156100 -0.01271400 -0.01271400 0.09115500 0.02454800 0.02777800 0.02777800 0.05480300 -0.02411400 -0.00607410 -0.00277070 -0.00618870 -0.54108000 -0.13871000 -0.16967000 -0.39553000 -0.38078000 -0.39780000 -0.39780000 0.00138680 0.00138680 0.00138680 0.00138680 -0.01780300 0.01270200 -0.05886600 -0.05886600 0.05025000 0.03279500 0.03279500 0.04018500 -0.41794000 -0.41794000 -0.15349000 -0.12947000 -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 -0.01746100 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 NA 6.6732469 11.3244999 11.7054748 11.8045146 10.6887343 11.0158834 -1.2866561 10.8204616 7.2446264 0.2981891 -1.2866561 6.5334232 10.6601508 10.3887605 13.9178156 3.8903689 11.6201351 7.5928278 8.7656223 5.5076615 11.0158834 -1.2866561 10.2343541 3.8007032 8.6912686 5.9800322 10.2333721 7.6505887 3.9611695 1.8831516 6.3571015 3.6674380 8.4032426 10.3439667 9.2090995 7.8451017 1.5205983 0.7132559 NA 6.589762 11.733183 11.982950 10.924829 11.419741 8.635085 10.907552 11.439463 7.417148 10.630617 4.595886 10.216573 4.504277 11.841361 9.333464 10.618255 13.018415 8.311297 1.035202 9.777314 10.3975548 12.0571242 9.4681320 0.7132559 11.4418028 10.7352655 15.4004556 9.5681129 9.3687753 8.5302280 11.4177966 9.4939893 8.1520363 10.6717972 8.5508726 9.1447421 11.1060985 8.5989409 7.8906637 12.4886490 12.6986418 10.0850212 10.5084724 6.6321082 6.7356129 12.5128297 -1.2866561 0.2981891 9.7624124 8.8629916 10.4227591 11.7938955 11.7499333 10.4777015 11.7815190 9.9741640 NA NA 9.1138997 7.8781515 10.4171481 6.7356129 3.8007032 10.9735760 11.9553766 11.2414544 12.0827055 10.5809094 10.2596567 9.7097180 7.9251331 10.5863041 0.7132559 0.7132559 2.1726795 8.1863822 10.0735430 9.3812431 10.9067698 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 & neck squamous cell carcinoma NA NA NA black or african american not hispanic or latino 1 2 1 1 3 2 3 1 3 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 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 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 5.444412e-06 1.491145e-06 12.1951219512195 12.6829268292683 2.92682926829268 41.4634146341463 30.7317073170732 6.47096792 NA 10.44702484 -1.66337383 -0.66337383 10.44081260 8.27905615 4.50646865 8.57852478 15.60042504 7.48882668 7.30808506 8.76175732 NA 8.28052164 9.31023900 4.90639519 3.38093719 10.22680581 9.78672181 -0.07856367 -1.66337383 5.67639154 2.72885654 11.78336637 NA 10.60274247 11.11091677 10.64174832 -0.66337383 0.33651192 8.09864115 NA 14.79696541 7.35056178 9.83985553 11.59599058 8.66857798 3.69408900 13.66567212 3.69408900 NA 14.68875758 8.84829431 -0.66337383 13.13085584 12.48800685 12.71835482 6.88728886 0.33651192 NA 5.38093719 -1.66337383 14.70289669 15.36670956 12.37323028 9.17180254 13.13085584 NA 0.65846286 1.33656904 13.00669982 8.02304184 10.90900492 10.63975148 -0.66337383 18.59488786 18.52046882 8.46066271 NA NA NA 12.14309114 NA 7.59392963 1.14391580 11.30715976 10.79878817 10.29690554 15.98989745 9.72132532 6.57494616 0.92151250 10.92829762 -0.66337383 10.25986905 13.66790111 6.91018819 11.00232152 12.16745280 -0.66337383 8.32095981 10.01777997 4.38093719 NA -1.66337383 4.40306317 4.33654048 4.40263351 9.93505939 9.49009354 9.99028227 -0.66337383 NA 2.14388316 NA 10.31346355 9.97814170 13.20232311 11.82989664 9.91132427 11.41469232 NA 2.42400836 13.26181778 9.43982943 11.08116517 4.99475168 9.92431905 9.90185312 3.72885654 7.89304786 1.50644961 -0.07856367 9.13824978 7.27317923 12.02457321 10.60829632 8.90639699 12.73748765 2.58445747 9.14586746 8.33089492 0.65846286 11.63431759 -1.66337383 -0.0033086 0.0204830 1.7688000 0.0155870 0.0172640 0.5768300 0.5768300 0.0088920 0.0088920 0.7068200 -0.0497230 -0.0362910 -0.7514100 -0.7514100 0.0195030 -0.0500020 -0.7521000 -0.0044312 0.0044411 0.0095883 0.6182400 0.0220240 -0.0016629 -0.0540160 0.5411800 0.7591000 -0.0134020 -0.0627640 -0.0359930 0.0113370 -0.0026322 -0.0033086 -0.6260800 -0.3963000 -0.7765100 -0.7611500 -0.7611500 -0.7611500 0.0148880 0.0148880 0.0425900 0.0425900 0.0305910 0.0172640 0.0172640 -0.0353000 -0.1265500 0.0088920 -0.0117490 0.2050300 -0.7514100 0.0195030 -0.0132670 -0.0063668 -0.0063668 -0.7661400 -0.0437370 -0.0227440 0.0253900 0.0253900 0.0366530 0.0891270 -0.0016629 -0.0173760 -0.0029091 0.6204200 0.6111800 -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 -0.233 0.528 0.000 0.000 0.000 0.000 -0.146 -0.756 0.000 0.000 0.707 0.707 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 -0.233 0.528 0.000 0.000 0.000 0.000 -0.146 -0.756 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 1.6584629 7.6033281 10.7575544 12.5172277 11.4943621 11.0267578 10.8178364 7.5701608 10.8049110 3.6940890 -0.6633738 3.9215030 5.5263662 10.7703877 10.4687199 15.3695020 2.5381656 11.5170723 8.7006762 9.2494233 4.1179028 10.8178364 NA 10.2381626 0.9215125 9.5102624 2.1438832 10.3634072 7.8708831 5.1438954 0.3365119 7.9713165 6.0439000 7.5962844 7.4424501 9.0619077 7.6874807 1.9215125 -1.6633738 NA 3.891128 12.077587 13.202851 11.531298 12.348904 5.787754 11.724155 12.283722 6.516450 11.138654 4.036978 10.495782 4.723526 13.667901 9.763854 11.396562 13.473240 10.973619 2.036996 10.690515 11.3168596 11.7034101 9.2207121 2.0369956 11.9625927 9.8640185 15.6433592 8.3252263 8.8203574 9.1991788 10.9445653 8.7513536 8.7908408 9.1096808 9.4881924 10.2268058 11.1189255 9.0071977 4.0369780 14.6887576 13.1308558 10.4299591 9.1718025 6.7877524 3.6940890 8.4606627 6.3972382 -0.6633738 9.6657772 6.9475668 11.0023215 12.1674528 11.5924553 10.0177800 10.8839181 9.8935265 3.0369780 NA 9.5888226 7.3914447 9.3768313 7.2583823 3.2907340 10.3134635 12.2227144 11.4146923 13.0349206 10.3764887 10.7358194 7.5797157 8.1929669 9.4626006 -0.6633738 NA 8.6595964 8.5532027 9.8463165 10.4558069 10.9749774 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 & neck squamous cell carcinoma 40 1976 0 white not hispanic or latino 1 4 1 1 3 2 3 3 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 4 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 4 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 7 0 0 0 0 1 4 0 0 0 0 0 0 0 4 0 4 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 6 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 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 4 0 0 0 0 7.247657e-06 2.323412e-06 7.47330960854092 17.4377224199288 8.89679715302491 38.7900355871886 27.4021352313167 10.45834683 6.63011274 10.93277540 3.40771984 4.50725551 10.51922914 5.10286805 7.79019013 8.71410811 16.46838455 7.79676321 7.36413115 8.52121488 3.26333494 8.79183653 9.60505443 5.20325206 7.29617380 8.97105318 9.45938284 3.87338013 3.33732575 11.65361298 6.77695409 10.88807821 -0.98450243 10.15878651 10.28218992 10.19344565 0.01535483 6.30080646 7.93706597 NA 12.22134931 9.10683876 9.96668814 11.32516388 9.06932919 8.83238688 10.20646252 4.77028992 2.82275054 11.97486199 8.11080013 4.01539944 10.32828627 5.31167748 11.32970335 7.83238688 0.01535483 -0.98450243 4.87338505 -0.98450243 15.53825978 15.95715354 12.36675673 10.15175369 11.92398361 NA 5.78358761 3.82276073 9.53994510 8.50925879 11.34799943 9.68251483 1.66156720 15.83715243 16.20447503 12.63137778 NA 3.87338013 6.23457221 12.15766999 NA 9.35747811 4.30080463 9.96803544 9.59094253 10.06729197 14.68851834 8.73136520 5.39044414 5.55456123 11.00550729 0.60036491 9.77695458 13.35789061 10.82195299 11.36634254 11.25589658 0.01535483 8.60972800 10.44637855 6.41628241 NA NA 6.81046881 6.64476048 7.88884734 9.54580972 10.19841840 10.76611037 6.80981957 -0.98450243 6.78358761 NA 10.81103722 8.05432213 12.74247292 11.19095289 9.27625238 10.54629730 5.40771984 4.65925670 13.58407205 8.44585579 10.98478991 8.45627268 10.36971337 9.71102317 8.99982191 11.48784034 6.62273419 1.01542620 11.06797141 8.05706247 10.99589997 10.43536356 8.78193242 11.62804152 3.65926241 8.70015184 8.68073927 -0.98450243 9.45731008 2.82275054 0.4240800 0.4457900 2.0042000 0.1776900 0.0985600 -0.1877300 -0.1877300 -0.1570700 1.5863000 0.1096400 0.6077400 0.6246000 1.2065000 0.9422100 0.9422100 0.0000000 0.4319300 -0.0878440 0.6740000 -0.1794200 0.0016642 0.0430160 0.7459400 0.2649800 -0.0403450 -0.0403450 0.6627200 -0.3019300 -0.1868500 -0.1981200 0.3448600 0.4240800 0.4240800 -0.2049800 -0.5212300 -0.1893800 -0.1840800 -0.4897400 -0.5115600 -0.1916200 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 0.4188100 -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 -0.3830200 -0.1573400 -0.1699300 -0.1474700 -0.3475600 -0.3475600 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 -0.198 0.147 -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 -0.198 0.147 -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 NA 7.1081606 11.1025347 12.1084907 11.7240562 10.2886161 9.7399173 3.4077198 10.6722751 8.3969464 0.6003649 4.4416694 7.4416677 11.6187979 10.6059904 12.0556931 4.5177985 11.7507478 8.6392850 8.5752011 8.1421081 9.7399173 -0.9845024 10.5107587 7.1186909 8.4865503 9.1865800 9.1787888 7.7912443 3.6003649 14.9315861 7.2394047 4.6592567 8.4098661 10.8315870 10.0203261 7.9608470 3.4077198 5.1239269 -0.9845024 9.0474490 11.2439214 10.4891091 10.8347841 11.0450357 11.0488264 11.6043522 11.6066919 9.5072565 10.5246835 10.0693292 10.4840274 4.4956696 13.3578906 11.2818971 10.0968868 13.0444895 11.9849698 3.6003649 10.5890505 10.77112553 12.17732251 11.52962425 1.33731148 10.94761809 10.62458210 14.65233832 8.75180513 8.60599057 8.97685306 12.28672047 8.92379603 8.83717724 9.98190886 9.60130485 8.97105318 10.16515046 9.40664700 9.55067869 11.97486199 10.32828627 10.37625044 10.15175369 6.85460662 8.29849153 12.63137778 7.05979761 0.01535483 9.60879446 10.34743989 11.36634254 11.25589658 10.73821093 10.44637855 11.45575349 8.87493802 1.33731148 NA 9.41342018 8.82918456 10.60271213 9.20892883 5.68782776 10.81103722 11.04158092 10.54629730 12.56735188 10.68827059 10.99589997 9.85539442 8.34632003 9.88036335 8.57382401 2.60036491 7.91324907 9.97296256 9.94244046 9.47790556 9.91777842 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 6 5 3 2 1 1 1 3 1 0 0 0 0 0 6 0 0 0 6 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 7 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 4 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 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 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 7 0 0 0 0 3.016967e-06 9.70978e-07 26.7241379310345 14.6551724137931 1.72413793103448 33.6206896551724 23.2758620689655 8.75898534 -0.28912195 10.15631230 -0.87408445 0.44794941 10.81686102 6.00250676 4.14835659 9.07143394 16.12926632 6.99017659 7.68441061 8.03887949 NA 9.22402218 7.64365925 4.93334602 1.44789653 8.39745302 9.48683703 -0.87408445 0.12604776 4.81248796 5.71095242 11.93585860 6.27064854 10.57694344 10.28806655 10.35149870 0.05949373 1.82643663 9.39409908 NA 14.67083372 9.78509392 9.05154449 10.95808888 6.70341913 4.33544038 12.75745129 3.51830852 -1.87408445 14.50673852 8.74253883 -0.87408445 13.02307912 9.42377753 12.20597470 7.91878037 2.21344061 -1.87408445 5.28586085 -1.87408445 15.56134203 15.70011923 12.39701524 10.98533064 12.76029057 0.93334602 0.44794941 4.50103144 12.95883057 8.96991112 10.88150350 9.65590848 NA 18.01956853 18.65297343 8.45129561 NA -0.28912195 1.93334602 11.37050248 NA 8.65834575 6.34030945 11.05722795 10.22171664 10.46778679 15.78568631 9.02987192 6.98397063 2.37392656 11.41586480 -1.87408445 10.37480704 11.85608221 8.73239505 10.40065939 12.24922227 0.12604776 8.20547462 11.53246079 5.11467519 NA 1.12598165 5.09211862 5.84023661 6.64169052 9.47194950 8.82208831 11.53113145 2.82643663 4.99635259 3.61783916 -1.87408445 10.54199574 9.78553993 13.26169928 11.37806402 9.75387943 10.72984809 NA 5.70341913 13.06492632 8.11609387 11.13476873 8.72031472 9.67579388 10.60327267 9.77928287 11.70046525 2.58541928 0.93334602 8.02685704 8.62284362 11.88317162 9.80898460 9.74299819 11.05654255 1.44789653 9.74289717 8.93253958 -1.87408445 10.25591694 -0.28912195 -0.107000 -0.107000 0.366080 -0.034768 -0.034768 0.314980 -0.831470 0.562470 -0.054420 -0.438540 0.655900 0.960830 -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 0.505500 0.445790 0.304090 0.304090 0.280100 -0.107000 -0.107000 0.000000 -0.414540 -0.414540 -0.411460 -0.428420 0.992810 0.992810 -0.014366 -0.029166 -0.029166 -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 -0.427060 -0.027124 -0.075211 -0.032860 -0.303800 -0.303800 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 0.449 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 0.449 0.666 0.000 -0.439 0.700 -0.399 -0.399 -0.304 0.142 0.9333460 6.6495522 10.9052990 10.6123223 11.9383679 10.8164246 11.3400055 8.7589853 11.4150002 5.8606997 0.1260478 0.9333460 8.5668593 11.1939285 10.5107738 13.9039131 3.8305900 11.6155871 10.2403830 8.8641753 3.8539059 11.3400055 -0.8740845 10.9240567 1.5854433 8.9457379 4.1483566 10.4697309 7.6884993 3.9333460 3.2552741 9.3317710 3.3354404 8.0830921 7.4591455 9.2364732 6.9007775 2.6495465 1.2958993 NA 5.812491 12.295915 12.529794 11.160789 11.709660 7.411392 11.370354 12.281678 7.280808 10.822306 8.603748 10.402114 3.598806 11.856082 8.843666 9.325049 12.891845 4.971479 4.080189 9.333614 11.4949056 12.0333501 9.0185329 -0.2891219 11.8088749 10.7806260 14.3183978 9.7553466 9.0939367 9.6920441 10.6495520 9.5537061 8.0611551 10.4893035 8.3974530 8.3974530 11.3463683 7.9777390 5.2757372 14.5067385 13.0230791 10.6374956 10.9853306 6.6844106 3.2552741 8.4512956 0.7109662 -0.2891219 9.1281018 9.5166964 10.4006594 12.2492223 11.8533787 11.5324608 11.7905484 10.4725037 -0.2891219 NA 10.6675706 7.1344181 10.9796894 5.2449327 1.2958993 10.5419957 11.1856724 10.7298481 12.1604451 10.7189142 10.6583459 8.9636180 7.4160087 10.3533051 NA 2.5854193 6.9746131 7.7114034 10.0478309 10.5266026 11.7190309 7.3596099 10.3854390 4.2959140 TCGA-CV-7261 57 0 NA 1512 head and neck stage iva t4a n0 NA male 2008 NA yes head & neck squamous cell carcinoma 41 1967 0 white not hispanic or latino 2 4 1 1 3 2 3 2 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 7 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 3.571812e-06 9.70978e-07 20.4545454545455 21.2121212121212 8.33333333333333 25.7575757575758 24.2424242424242 9.183640840 -0.009843833 11.147146465 2.690551190 4.872759824 10.251034976 8.768192597 5.648327379 8.495926960 15.133319234 8.911956371 7.093402774 9.965246925 1.575070247 9.177467378 8.734949372 5.633971684 3.238037809 2.312055210 9.221336501 1.990119852 1.990119852 10.965605163 6.908978587 11.965246853 NA 10.929694628 11.120685976 9.621292557 2.312055210 4.312040684 9.081312728 NA 14.247466417 8.632167136 9.446767576 11.814875301 8.235668191 7.666072712 10.539418822 3.160032748 -0.009843833 12.130785439 8.045397646 -0.009843833 10.744585380 6.454457231 12.596289264 7.289323605 -1.009843833 -1.009843833 3.797469586 2.690551190 14.689443853 15.006726332 12.515516312 9.539900135 13.024828422 -1.009843833 4.275521140 3.690551190 11.205951742 9.717184932 12.187946413 10.401626414 0.842134080 17.891960442 17.981399195 10.651448198 NA 2.312055210 2.690551190 11.539900086 -1.009843833 6.973109551 4.944310305 11.110106959 10.123257634 9.555217400 15.724996997 9.731582426 9.474938311 4.077576285 11.512942090 1.575070247 9.936290620 13.985212986 10.058893734 10.732424815 11.439006058 NA 8.941400092 10.945765334 7.734949372 0.575118667 NA 8.183197172 5.784530156 7.597445510 10.215925350 10.828531465 9.620382601 5.238041631 5.823005406 7.072264471 NA 10.863944024 9.031774524 12.169402525 11.184256673 9.403193148 11.054858175 NA 2.312055210 12.894561878 9.290467948 10.909351222 9.759953244 11.129807444 10.220898475 7.995740021 10.185487615 4.513680229 1.797469586 9.195908581 9.112943515 11.904500543 10.607123605 8.917893265 11.538696551 3.382432087 9.264703200 8.582572561 0.990083536 10.927489246 1.797469586 0.3375500 0.3375500 1.4452000 -0.0123000 -0.0377620 0.0965250 0.0965250 0.0522410 0.5960200 -0.1844600 -0.1844600 -0.0445510 -0.3664600 -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 -0.0908900 0.0080567 -0.4512500 -0.4424300 0.2659200 0.3375500 0.3375500 -0.8291100 -0.4524400 -0.4524400 -0.4524400 -0.4524400 -0.4794400 -0.4812100 -0.4617400 -0.4617400 -0.4617400 -0.4492100 -0.4492100 -0.4525300 -0.0608970 0.5960200 0.5338000 -0.3246300 -1.2181000 0.2177600 -0.0737430 -0.0737430 -0.0737430 -0.4421000 0.2491800 0.0696690 -0.0981550 -0.0981550 1.4809000 0.0519560 -0.4368000 -0.4559700 -0.4559700 0.1030700 0.2212900 -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 0.328 0.004 -0.442 -0.179 0.000 0.000 -0.447 0.295 0.318 0.318 0.070 0.523 -0.364 -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 0.328 0.004 -0.442 -0.179 0.000 0.000 -0.447 0.295 0.318 0.318 0.070 0.523 -0.364 -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 NA 7.473931369 11.240413857 11.543744724 11.564235868 9.890227487 10.156278541 0.990083536 10.622656325 8.380284424 -0.009843833 2.449534963 8.077578421 10.732845867 10.416380173 13.104671149 1.379676407 10.876955137 10.319351148 9.185487739 5.559972020 10.156278541 0.575118667 10.116819842 3.990119852 8.450796380 7.266240274 11.471864378 8.539649709 4.481970527 11.653006259 6.751467738 6.266239337 8.463821056 9.956620821 9.600217524 8.192239051 3.160032748 4.237280719 -1.009844 6.529274 11.174371 11.687947 10.745420 12.048953 10.080889 12.277972 12.584673 8.029034 11.130945 8.114237 11.020438 4.812847 13.985213 10.596058 10.939577 13.261681 12.251770 3.575082 10.134774 9.952288423 12.032971745 11.193157494 1.990119852 11.328851776 9.058893599 15.458166163 10.265657940 9.570373936 9.187332029 12.236559137 9.184268887 8.080228074 9.835605482 11.745837574 2.312055210 10.852752802 10.283012164 8.329965371 12.130785439 10.744585380 10.565181877 9.539900135 6.088147959 5.797469586 10.651448198 6.109057528 -0.009843833 9.538937348 10.968825884 10.732424815 11.439006058 11.185179962 10.945765334 11.310633911 9.914927872 5.771476264 0.575118667 9.791338737 9.399294162 10.484470987 7.844983764 4.872759824 10.863944024 11.574843068 11.054858175 11.973643488 10.228520142 11.374899175 8.697474640 8.700921692 9.397383070 2.575070247 -1.009843833 7.932629929 8.432105059 10.009011045 9.743332183 11.079896866 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 & neck squamous cell carcinoma 60 NA NA black or african american NA 2 2 5 2 4 1 5 1 1 1 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 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15.30658625 15.15900128 12.50899947 10.28541112 13.16454230 -0.63486741 0.68697108 6.51987681 11.44853764 9.41762639 11.59447796 10.50588805 1.68697108 15.62663906 17.11576855 11.88481737 NA 3.27194851 2.82448275 12.17392194 NA 10.65852998 3.17240751 11.09391202 10.61683653 10.29505636 15.16718334 9.39779291 4.19795186 4.36505558 10.75145970 -0.63486741 9.70713305 13.73862868 8.30022350 11.16231453 12.40063065 NA 8.79655590 11.68783147 8.52114145 0.95002042 -1.63486741 7.67332886 6.36505908 6.60346315 9.37907875 9.87977238 10.40979388 3.40945883 1.17242351 5.39848035 4.96497153 10.96984315 9.11241214 13.10462797 12.16838220 9.45169887 10.43114749 -0.04990491 5.44187517 13.04002291 8.35658006 10.72700206 8.89643988 10.69283830 9.70156482 6.51480556 10.36329616 5.88075898 0.95002042 8.73465577 8.35516210 11.95739853 10.33660184 9.42845335 12.47594936 2.82448275 8.83937262 9.09297881 0.36502058 12.18493799 2.27196345 0.134350 0.140130 0.580770 -0.160390 -0.160760 -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 0.095108 -0.147720 -0.147720 0.376640 0.000000 0.121670 0.121670 0.105120 0.134800 0.134800 0.140130 -0.448570 -0.448570 -0.448570 -0.448570 0.262000 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 0.065513 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 3.00891709 7.14641797 10.38151840 11.60719034 11.28224385 10.90179121 11.20524612 10.14518794 10.47521533 8.16109811 -0.04990491 1.53500781 6.81626946 10.54527824 10.30940427 13.05990585 2.70988612 11.77564213 9.31925460 8.80345502 6.76166292 11.20524612 2.06550338 10.65450088 4.91964518 9.78989126 6.79551112 9.85941396 6.96753408 7.45781506 1.17242351 8.20740875 3.49433880 7.95751534 9.48399933 9.32723129 7.68923905 3.00891709 5.02897132 -0.04990491 4.93491274 10.97884779 11.83800038 9.58845680 12.64336255 10.40911086 11.69457436 11.52414122 7.80800206 10.48853308 6.39848206 10.39985724 4.39936253 13.73862868 10.40603287 10.06679798 13.10604645 11.33839689 2.88861663 10.99236419 10.9330144 11.6095708 11.0050773 1.5350078 11.9825258 10.3423382 15.0253321 9.2400397 8.8017698 9.4735828 10.6914878 8.8606435 8.8214127 10.4901488 9.7099090 9.2175877 10.6197917 9.3423383 8.7444366 11.5500886 12.6299407 10.0515588 10.2854111 6.1529601 7.2898704 11.8848174 3.4094588 -1.6348674 9.1348960 8.0445384 11.1623145 12.4006307 11.3884661 11.6878315 11.3340850 9.2876427 4.2957965 4.3874246 9.3068614 8.0654980 11.0370416 8.0793040 6.1332429 10.9698431 11.2681870 10.4311475 13.0411256 11.0745729 11.2419589 9.4128639 7.5573511 10.4555016 4.7913244 -0.6348674 1.5350078 9.0876951 10.3752367 9.7739187 11.2721367 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 & neck squamous cell carcinoma 9 1974 0 white not hispanic or latino 2 5 1 1 3 1 5 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 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 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 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 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 0 0 0 0 0 0 0 5.375057e-06 2.184701e-06 21.2669683257919 55.2036199095023 1.80995475113122 13.1221719457014 8.5972850678733 10.579350354 -1.591179465 10.501886733 4.315689396 4.241687671 10.260938699 9.212930405 6.703420518 8.116158349 13.573195624 8.126475791 8.112702739 7.872323974 2.216144408 7.439466061 9.503536773 5.712579274 5.517322942 12.333147913 9.634609240 0.993783035 0.730748629 11.697521250 7.422819985 11.402445383 2.656725170 10.699682191 10.966980865 10.516670276 1.730748629 3.109243534 8.998066564 4.818191015 11.989646719 10.658209072 10.751418529 11.534374237 9.097923613 8.243270160 12.080782592 4.963386265 4.637616042 12.799304189 8.712579961 NA 9.990941250 4.178834131 12.334261049 5.739715814 -0.591179465 2.109226816 3.766351335 -1.591179465 12.502956208 12.785719669 12.552739718 10.463064518 13.041340208 -1.591179465 NA 4.109235175 9.264446588 9.314938238 11.303048714 10.264835710 -0.263438417 15.271848242 16.345281993 12.240502436 5.963388577 2.109226816 5.558546226 11.935787529 -0.006216965 11.558228931 2.408793367 11.396095306 10.890850965 9.746978630 15.250302253 9.354974625 3.408793367 6.721681619 10.388224523 0.408820535 10.232564590 12.412387514 9.962908437 11.863098605 12.517323779 NA 8.436705297 11.563301014 5.851744045 -1.591179465 NA 6.225014583 5.892614456 9.763048664 10.024428978 10.738595679 10.570561028 8.993761811 5.266779046 7.285316209 NA 9.817129005 8.492278629 12.738175246 11.888579605 10.025678880 10.491281014 1.730748629 5.637618940 13.565079950 8.886557463 10.212123291 7.753095043 11.154696297 10.328910272 8.883519404 10.041340190 5.868229925 2.801117258 10.852778858 8.072357199 11.982801464 10.206055500 9.220173941 11.840035736 4.748649072 9.263496210 8.400321031 0.993783035 11.846551413 1.868212636 0.01942000 -0.59255000 1.18050000 0.00241470 0.00241470 -0.00534290 -0.00534290 -0.00035933 -0.04273300 0.00310880 0.00310880 0.01578400 0.00533150 0.00533150 0.00533150 -0.03353000 0.01970000 -0.01059000 1.16510000 0.00000000 -0.60241000 -0.60241000 -0.01982700 -0.02419500 0.08022700 0.56070000 -0.01293300 -0.04617900 -0.12402000 0.01396800 -0.02076800 0.01942000 0.01942000 -0.59255000 -0.00257580 -0.00257580 -0.00257580 -0.00658680 -0.61428000 -0.61428000 0.01076000 -0.50023000 0.01271200 -0.61091000 0.01970000 0.00908800 -0.00132930 -0.04273300 -0.00948630 0.00310880 0.00533150 0.00533150 0.57762000 0.57762000 -0.61168000 0.02096000 -0.60696000 0.00000000 -0.60241000 -0.60241000 -0.08288000 -0.62375000 -0.01939600 0.49708000 0.49708000 -0.64580000 -0.02419500 0.53703000 -0.07128400 0.48413000 -0.00243730 -0.04806900 -0.04806900 -0.04806900 -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 5.851744 7.746421 10.673535 12.618862 11.566936 10.077241 10.390723 12.075134 10.405273 7.705715 2.656725 5.892614 6.496263 9.326917 9.901153 15.747336 4.680077 11.844339 9.048140 7.845636 4.835065 10.390723 NA 9.723383 4.386080 8.640200 6.203215 9.176156 7.897101 4.081229 2.932364 7.853794 6.506832 8.420027 8.636415 10.070577 7.930400 3.109244 5.627969 1.216175 4.978653 10.548031 10.937983 12.745933 13.171337 10.192207 9.845511 11.989647 8.421424 11.873217 9.106636 12.264349 4.402019 12.412388 10.408447 10.897393 12.171276 12.438777 -1.591179 10.586219 10.341014 10.986228 10.442910 4.431168 12.233360 9.980552 14.782853 6.408800 9.124761 10.524493 12.461707 9.514878 9.566146 10.183998 8.913618 12.333148 10.636114 9.398903 7.888579 12.799304 9.990941 9.790883 10.463065 5.517323 5.023508 12.240502 3.538079 NA 8.772934 10.389653 11.863099 12.517324 11.193639 11.563301 11.727907 8.759738 2.578721 3.408793 9.322227 9.261922 13.151582 6.436705 4.163684 9.817129 11.211720 10.491281 13.004698 10.364449 9.669719 8.367352 7.212930 10.676171 1.216175 NA 9.585596 8.597598 10.328408 9.366627 10.628875 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 4 5 2 1 2 3 1 1 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 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 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 4 0 0 0 0 3.571812e-06 1.387111e-06 19.047619047619 22.4489795918367 2.04081632653061 29.9319727891156 26.530612244898 10.1728401 NA 11.6529378 3.0895320 1.3733420 9.5295910 0.1509495 8.7520866 8.5011374 15.9843768 7.3341571 7.6849134 7.1358283 NA 10.1742271 7.1282150 4.8138992 7.9838247 9.8192289 9.3333291 0.5659870 1.3733420 6.0658179 6.8879005 11.1236753 NA 9.8828196 10.5299521 9.8168629 -0.4340130 3.5659749 8.6629247 NA 14.6234776 8.6239641 9.7796841 11.4991097 7.3603880 6.5432515 11.9310645 0.8879151 2.6534270 14.3858271 8.2062173 2.1509495 10.8988480 6.4253200 12.4956931 6.6640049 NA NA 2.1509495 -1.4340130 16.4789667 17.0649232 12.6763219 10.2147793 12.2753793 0.8879151 0.1509495 1.7359120 10.4067503 9.2215030 11.4503337 9.6984720 1.1959145 16.3521334 18.8617535 11.7863507 NA -0.4340130 0.8879151 11.9336601 NA 8.4501427 5.2524724 11.4868499 12.1553894 10.0497881 15.7359071 9.3949021 4.1509333 3.6952589 11.1152757 NA 10.2677119 14.2830275 9.9301069 12.6860482 11.3652540 NA 8.5389521 11.3869490 5.3208601 NA -1.4340130 7.0460359 9.3684888 5.3074395 11.4503337 10.6427879 10.1714518 4.3208601 NA 8.9191193 NA 10.9840884 8.9859324 12.6768634 12.0261722 8.8372018 10.8791388 NA 3.0895320 12.8227707 9.6816662 10.9102683 5.4114635 9.6680267 9.6283693 6.4239529 10.3733273 3.0254009 -1.4340130 11.2830061 8.4270593 11.4689127 9.8907154 9.3877464 11.6259927 1.3733420 8.5157992 8.4713594 NA 10.6283559 0.5659870 0.3583900 2.2272000 3.0204000 0.2404700 0.2404700 0.3033000 0.3033000 0.2638800 0.2638800 1.2748000 0.4310800 0.4310800 1.2816000 3.6569000 1.4940000 0.6016000 -0.0915520 0.3443700 0.4077700 0.3033000 0.0693820 0.0535210 -0.2690100 -0.0304040 -0.3239100 -0.3282700 -0.3033400 0.2054900 -0.0429240 -0.5494500 0.9540000 0.1460700 -0.8401000 -0.4493200 -0.0457700 -0.3795400 -0.3853900 -0.6612400 -0.1787900 -0.1787900 -0.1842100 -0.1843300 -0.2005800 -0.3803300 -0.7131900 0.1801100 0.3033000 0.2638800 0.2638800 -0.2956800 -0.7033400 0.5244400 0.0000000 0.0058309 0.0116790 -0.1145600 -0.4539400 -0.0932710 0.0693820 0.0693820 0.2842200 -0.0603450 -0.2690100 -0.1213500 -0.1213500 -0.0304040 -0.0317340 -0.3390600 -0.3306300 -0.4171800 0.0427320 -0.1603900 -0.1603900 0.2054900 0.000 0.000 0.000 0.000 0.303 0.000 0.000 0.000 -0.361 -0.121 -0.121 0.000 0.000 -0.324 -0.324 0.000 0.369 0.702 0.888 -0.303 -0.303 0.000 0.364 0.000 0.000 0.960 1.247 -0.184 -0.184 -0.140 -0.380 0.303 0.000 0.264 0.264 0.135 0.431 0.592 0.592 0.045 0.205 0.000 0.000 0.000 0.000 0.303 0.000 0.000 0.000 -0.361 -0.121 -0.121 0.000 0.000 -0.324 -0.324 0.000 0.369 0.702 0.888 -0.303 -0.303 0.000 0.364 0.000 0.000 0.960 1.247 -0.184 -0.184 -0.140 -0.380 0.303 0.000 0.264 0.264 0.135 0.431 0.592 0.592 0.045 0.205 0.1509495 7.2836486 11.1467020 11.2661953 11.4313190 10.6527720 10.6048913 5.0089171 10.6991145 6.5489652 0.5659870 4.8138992 6.5938781 10.9856692 10.3952987 14.7657597 5.7062404 11.3193980 7.8946474 8.8923567 6.6481217 10.6048913 -1.4340130 10.1751511 4.0254009 8.0415234 5.0417073 9.5862579 8.2691837 5.0737688 0.8879151 7.7947908 6.7995925 9.3023743 9.6089995 9.9279162 7.8513743 1.3733420 -1.4340130 1.565987 7.743392 10.736836 11.470417 8.974302 11.735741 9.309124 13.317726 12.096501 9.246332 11.132502 8.737149 11.122478 5.675542 14.283027 12.195215 10.523437 13.316413 10.580690 1.887915 11.292616 10.745259 11.835537 12.412246 1.887915 11.563857 10.237071 14.020335 8.167743 9.046763 8.842097 12.606690 8.428114 8.728364 10.729308 9.379754 9.819229 11.127738 9.496710 6.962577 14.385827 10.898848 10.046258 10.214779 5.293893 6.287071 11.786351 5.577199 NA 9.466839 11.470231 12.686048 11.365254 9.659390 11.386949 11.363431 8.652109 NA 9.542536 9.768372 7.734695 10.105616 8.586952 8.023353 10.984088 10.548966 10.879139 11.756723 10.577200 9.990139 9.575101 8.433251 9.826892 NA NA 5.914701 9.537135 9.017183 9.604206 10.596295 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 & neck squamous cell carcinoma NA NA 7 black or african american not hispanic or latino 1 2 NA NA 3 2 1 2 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 NA NA NA NA NA NA NA NA NA NA 7.9116838 NA 10.8879175 NA 3.4084266 11.4166544 7.5288487 5.6563534 9.1556599 16.3373143 7.4898143 7.7406220 6.7558890 NA 8.7187140 10.1172635 4.4084266 2.6885385 9.1305016 8.2249524 1.4084401 0.1859934 6.4590512 9.6241322 11.5264400 NA 10.2561544 10.5726145 9.9733919 2.4084130 2.0604971 8.6274423 NA 13.2874073 8.0356992 10.1106432 10.8232621 7.5552671 4.7709981 11.5017491 2.0604971 -1.3989691 14.1361337 8.5911749 0.1859934 11.7902778 8.1665156 11.0445326 7.0929241 1.6010784 NA 4.3015072 0.6010309 15.8441513 16.3194418 12.7477987 10.3893815 12.1698584 NA 0.6010309 2.6010784 10.6688415 8.0481544 11.1981924 9.2157807 3.1860409 14.2822545 17.3442158 10.5399154 -1.3989691 0.6010309 2.3014999 11.4905749 NA 6.1009167 5.4212502 10.6141633 10.5711769 10.3408515 15.2017099 9.2404117 3.6010665 2.4084130 10.9113997 NA 10.0231357 11.9885189 8.8044189 10.5865571 10.6865434 NA 8.5318084 10.6664871 7.9695776 NA -1.3989691 6.9382917 6.9275007 3.8105254 9.1718753 9.1058899 10.9682127 6.9976763 NA 7.5754855 NA 10.5225400 8.4371212 12.7108200 10.9207431 9.1051052 10.9834248 0.6010309 2.3014999 12.7936720 8.4775879 11.1197242 8.9286235 9.4467570 10.3526611 5.7303546 11.3609591 0.9230351 2.5079722 8.3101547 7.7834652 10.7466848 9.2176197 8.5377088 10.5329165 3.8864721 8.4883676 9.2240379 NA 9.4204517 -0.3989691 0.2915100 0.0183830 0.9035100 0.3986600 0.0031910 0.0000000 0.0000000 0.8079200 0.8532400 -0.4970500 -0.4970500 1.5801000 0.3881600 0.3881600 0.8920700 1.0648000 0.7354900 -0.0085766 0.4205100 -0.0046612 -0.0187650 -0.0187650 -0.0927420 -0.4468500 0.4375000 0.0410340 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 -0.0016629 0.4609200 0.0031910 0.0093098 -0.0280410 -0.0016629 -0.0793430 -0.1072300 -0.5211300 0.3881600 0.8920700 -0.0142280 -0.0226250 -0.0098127 0.7354900 -0.0085766 -0.0046612 -0.0350400 0.0051359 -0.0247980 0.8338000 -0.0927420 0.4106100 0.4106100 0.4882000 -0.1268100 -0.4538300 -0.0323140 0.5450600 -0.4522200 -0.5754500 -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 0.808 0.000 0.757 1.254 0.388 1.065 0.537 0.537 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 0.808 0.000 0.757 1.254 0.388 1.065 0.537 0.537 NA 6.6066954 10.8774862 10.8908017 10.9673932 10.5388126 11.7978268 3.6454596 10.9608205 4.1556602 NA 3.4084266 7.2449270 9.8537364 10.4875297 13.5961314 3.1986042 10.9489691 9.3897892 8.9297570 6.5552671 11.7978268 NA 10.9855850 3.5079595 9.3937311 7.6178796 10.1441029 7.4480659 6.0356987 9.3015106 7.5139605 6.8007433 7.8841595 9.7367802 9.8135673 8.0481544 -0.3989691 -1.3989691 -0.3989691 5.2449289 12.3573145 11.5860020 10.2435740 10.9955337 9.0676573 11.0686765 11.8019696 8.9353442 10.6464894 7.3084300 10.1609260 4.3109145 11.9885189 9.5797815 10.1300133 12.9137951 10.9241257 1.4084401 9.2494285 10.3576273 12.0278599 10.3824307 -1.3989691 11.3505214 10.7122066 15.3068493 9.6122983 9.5169504 9.3230246 11.7091053 9.6123261 8.6685053 11.1747182 9.5450510 9.1305016 11.3021608 8.9453669 6.9139545 14.1361337 11.7902778 10.7593651 10.3893815 6.4775883 5.6671598 10.5399154 0.1859934 -0.3989691 8.9139539 9.8696130 10.5865571 10.6865434 10.5886903 10.6664871 12.0232672 8.9184834 -1.3989691 NA 9.6870346 8.4574966 10.0252373 6.1402306 3.5079595 10.5225400 11.1869724 10.9834248 12.4809414 10.8316919 10.7351764 8.5479772 7.5288487 9.9542178 1.4084401 0.6010309 6.5318087 9.5425442 9.5034461 9.8666861 11.3178905 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 & neck squamous cell carcinoma 38 1948 1 white not hispanic or latino 3 1 5 2 1 3 4 3 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 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 0 0 0 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 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.283078e-06 4.508112e-07 14 50 4 20 12 10.8617162 NA 10.5955401 3.6111252 6.2549776 10.5518024 4.7404041 9.1463971 8.7130974 16.7523557 7.5682237 7.9080377 7.3115612 5.0540670 9.7621382 9.4636513 5.4313020 6.4440110 4.6555178 8.1942043 0.1961034 4.4691045 11.2145162 5.0373866 11.5461025 3.4184733 10.2105697 10.3739190 10.6926051 NA 4.8205772 9.6128466 NA 14.2548651 9.4891726 8.7313594 11.5611307 8.8132454 6.8399407 10.8557828 2.0705611 NA 11.7727260 9.0247496 6.9905000 12.2207621 9.2112018 12.8451157 7.9730653 NA -0.3889221 5.0373866 0.9330438 16.3296204 16.8379333 12.4285051 10.4424289 12.9721744 NA NA 4.8965237 9.1502804 9.2522702 10.8217930 10.1493106 3.3115612 17.0244314 19.0131899 13.8926895 NA 1.9330438 3.5180063 11.6809070 NA 10.6647082 5.7608676 11.4270013 10.6008709 10.0189205 15.3467438 9.2063792 5.7810475 4.0705525 10.3128613 0.6110779 9.5624063 11.7405721 8.0268637 11.7986284 11.7936712 0.6110779 8.8120203 11.2576804 4.8009465 -1.3887332 4.2258302 7.7012344 6.3184813 8.2221467 9.6758644 10.4998649 10.1979614 3.3660144 -1.3887332 6.7038787 -1.3887332 11.0843200 8.5536362 12.4812937 10.7687844 9.9078486 11.1587392 -1.3887332 5.8399394 13.3906871 8.6852632 10.9445566 9.1139533 9.9354486 10.1728869 9.8679201 11.8740974 5.8965237 0.9330438 10.0934255 9.1512497 11.8526580 9.7281154 9.4014701 11.7537074 3.4184733 9.7305297 8.7684685 1.6111252 10.4581790 3.9686714 0.0000e+00 0.0000e+00 2.2984e-01 -6.0582e-03 -1.4237e-03 6.2500e-02 6.2500e-02 3.9395e-03 3.9395e-03 7.0155e-02 7.0155e-02 7.0155e-02 -1.6824e-02 -1.6824e-02 -1.6824e-02 1.0371e-01 5.6071e-03 5.6071e-03 -5.5716e-02 -5.5716e-02 -1.1557e-02 -1.1557e-02 -3.4088e-03 6.9977e-03 2.6898e-03 -9.0385e-02 5.4681e-03 2.4122e-03 1.0247e-03 1.0247e-03 1.0247e-03 0.0000e+00 0.0000e+00 0.0000e+00 -1.2546e-01 -1.2546e-01 -1.2546e-01 -1.2546e-01 -5.5985e-02 -5.5985e-02 -5.5985e-02 -5.5985e-02 -5.5985e-02 -1.4237e-03 -4.0699e-02 -4.0699e-02 7.2452e-02 3.9395e-03 3.9395e-03 7.0155e-02 -1.6824e-02 1.0371e-01 -7.3424e-02 -7.3424e-02 -7.3424e-02 5.6071e-03 -4.8176e-02 -5.5716e-02 -1.1557e-02 -1.1557e-02 -1.9884e-02 2.1346e-03 5.4046e-05 -4.4634e-02 -4.4634e-02 6.9977e-03 6.9977e-03 -9.0385e-02 -5.4098e-02 -5.4098e-02 -9.2294e-02 2.4122e-03 2.4122e-03 2.4122e-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 NA 7.7935162 10.5844603 11.3124281 11.5525362 10.5732947 10.5146270 2.0705611 10.7173574 7.5998065 0.1961034 1.9330438 8.2203004 11.4106057 10.5776271 12.6398048 4.2023785 11.8771761 8.9991389 8.7325904 10.0669626 10.5146270 0.1961034 10.7170301 6.8918918 8.9975448 8.3576360 9.4691027 8.2630523 4.7810449 2.6985741 7.6412368 6.7608689 9.1483401 9.7538669 9.3167540 7.2941162 3.5180063 3.3115612 NA 7.627930 11.074646 11.893767 11.747472 11.139332 9.652096 10.741692 11.510667 9.618149 10.693271 8.589832 10.106977 4.692634 11.740572 9.262173 11.150038 13.025761 6.877909 4.541862 10.699247 11.2881806 11.9410581 11.9930701 2.8590552 11.7274656 10.9823538 14.5702624 10.0964478 9.2906018 9.2432080 12.6886050 9.6492725 8.7365352 10.3784786 8.4937646 4.6555178 11.0553601 8.9959053 9.4907049 11.7727260 12.2207621 10.3466777 10.4424289 5.9240048 9.9915828 13.8926895 0.6110779 3.1346810 9.8375338 9.4636513 11.7986284 11.7936712 11.2283595 11.2576804 11.5551016 9.2835470 -1.3887332 NA 10.0284627 8.6770360 10.2976222 11.3076546 4.7404041 11.0843200 11.2811139 11.1587392 12.3430770 10.3171859 10.4253035 10.2572302 7.4566115 10.1946746 10.3525886 4.8009465 2.0705611 10.4409712 10.1287910 9.8884090 11.5413046 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 5 3 2 3 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 3.363745e-06 1.2484e-06 14.1791044776119 32.8358208955224 3.73134328358209 30.5970149253731 18.6567164179104 9.09195392 NA 9.81309960 3.73158514 5.17519722 9.61423261 7.91428167 5.01846949 8.62300866 15.65125738 7.79163698 7.27755801 8.30205259 0.08773438 8.56953286 8.42980800 4.44528308 4.54716600 2.89508930 8.21185472 2.25764430 NA 10.90271630 5.61129634 10.56650295 1.40963532 10.78470093 9.78643807 10.88580007 0.08773438 4.21701352 9.13666974 NA 13.44974566 8.66704943 8.91428197 11.17817663 10.09826150 6.43646170 13.28993373 3.17518924 NA 13.83838803 9.49924437 NA 12.81032748 8.85571910 12.80979375 5.13212850 NA NA 4.17519722 0.67265163 14.65244854 15.08827019 12.12785182 11.27755795 13.04456324 -0.91240138 NA 3.08773438 10.45623982 9.61325427 10.72299806 9.74236940 NA 20.07508830 20.17312681 10.37429117 NA 1.89506991 1.89506991 11.89850582 NA 7.02437177 8.33566100 11.40873977 10.20732297 10.32015429 16.39056861 8.92536128 6.04193069 5.01846949 11.23015959 NA 9.96578428 12.44583371 8.92536128 10.53223065 12.63498943 NA 7.88214903 11.01773140 6.68764582 NA 0.67265163 6.13311138 4.57958446 7.07072742 8.63462775 10.22664508 11.60540275 NA 1.89506991 6.34512134 NA 10.51714014 8.55940845 13.32270045 11.97970688 10.01227129 11.36589240 NA 3.61129044 13.85301947 7.53067710 11.14707782 7.66138050 9.69470298 10.46035903 11.81841577 10.99010850 3.61129044 -0.91240138 9.82159607 8.73519179 12.13332241 8.70611885 9.11148782 12.56801868 2.40966248 8.59606300 7.94571421 NA 12.76424146 -0.91240138 0.00000000 0.00000000 0.00124810 0.00069327 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 0.00431170 -0.00163920 0.00249690 0.00013863 -0.00249380 0.00069327 0.00069327 0.01321300 -0.00180140 0.00147890 0.00147890 0.00291330 0.00000000 0.00000000 0.00000000 -0.00198550 -0.00198550 0.00124810 0.00124810 -0.00387790 0.00069327 0.00069327 0.00069327 0.00069327 0.00069327 0.00069327 0.00069327 -0.00110870 -0.00055444 -0.00761010 -0.00235530 -0.89779000 -0.00290910 -0.00249380 -0.00249380 -0.00249380 0.00221930 0.00221930 0.00431170 -0.00163920 -0.00163920 -0.00332430 -0.00332430 0.00110930 -0.00318590 -0.00318590 -0.00249380 -0.00249380 0.00069327 -0.00475070 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 NA 7.61911511 10.35041547 12.65889345 12.13622023 11.08843766 10.10662902 NA 11.35041553 6.68764582 NA 0.08773438 7.09335840 9.25640544 9.73429216 15.16045218 2.88058758 12.05099072 10.30811169 9.03279678 6.15382357 10.10662902 1.67269688 10.07641800 3.33565475 9.22998079 5.73159057 10.19495047 5.98654746 3.17518924 1.08773438 7.13212747 5.71708963 9.14165937 8.87563602 10.12665234 7.34512134 2.99461593 NA NA 6.0764180 10.5619463 11.5735551 12.5003032 12.5797117 9.6651621 11.5710453 11.2266451 8.2450801 10.9983761 6.0989606 11.0524353 4.7103711 12.4458337 8.9095073 10.0520743 13.0415715 9.1923320 -0.9124014 9.7279783 10.87726703 11.82265463 12.62313026 0.08773438 11.48085562 10.20732297 14.82566672 10.61716393 8.78470093 8.68764617 13.54953254 7.09251614 8.28494992 10.20732297 8.43867252 2.89508930 10.91030424 8.90151467 7.74236940 13.83838803 12.81032748 10.40458055 11.27755795 5.68764582 5.90791214 10.37429117 NA NA 9.10454162 8.63655538 10.53223065 12.63498943 11.25326852 11.01773140 10.96961208 9.26141046 1.67269688 NA 10.10712944 7.97991159 9.08350060 7.68764652 3.54716600 10.51714014 11.38493627 11.36589240 11.87522788 10.31655205 9.94415889 8.15382256 6.70978551 10.83298754 2.54715366 -0.91240138 5.80197861 7.64155470 9.95114539 9.69598825 9.99837605 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 4 3 1 3 2 2 2 2 0 0 0 0 0 0 4 0 0 7 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 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 4 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 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 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 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 2.115345e-06 7.975891e-07 31.3953488372093 26.7441860465116 3.48837209302326 29.0697674418605 9.30232558139535 9.3865129 NA 10.4413112 4.4275727 6.4993660 9.9587979 5.9524174 5.2391307 9.2105403 17.3025844 6.0416854 8.2825075 7.8654339 NA 9.2391304 8.9343991 5.2722957 5.8681484 8.1593794 7.6520698 1.1348124 -1.1870500 11.8378322 8.1660124 11.2070604 NA 10.4104527 10.4312512 10.0283987 3.7047724 4.1704138 8.7984514 NA 13.2854931 9.7706933 9.5585401 10.4385746 8.0655314 7.5777370 10.9746275 2.5133139 NA 10.5301137 9.1155046 1.1348124 11.2730656 12.7516707 12.1705552 5.0607953 4.2722995 NA 5.0982679 -1.1870500 16.6783509 17.3211568 12.3457196 10.9177920 12.7334047 0.3978030 NA 3.5677523 10.1437825 9.5534897 11.9687907 9.9877914 1.6202110 18.2072049 19.2290864 11.1662883 1.1348124 2.9003355 2.2722920 11.0681894 NA 7.4164919 7.1302781 10.9204327 10.4826366 10.8456002 15.1383469 9.5019902 7.4164919 3.8572644 10.4634687 -0.1872143 9.6258453 11.8304449 9.8338456 9.4657107 11.6646147 3.5133012 8.1212045 10.9946391 6.0026913 1.3978030 3.3978303 8.1203851 5.2051813 4.3674549 9.0901532 10.2640768 10.9915306 NA 2.2722920 7.0512709 NA 10.9752570 8.0320342 13.0309748 11.5182821 9.0646913 10.8107508 NA 3.0607910 13.0794327 8.7930053 11.4036867 7.6298491 10.2648701 9.6563786 10.6477317 9.1571617 2.9827837 0.3978030 11.0308234 9.2825075 12.4989285 9.5193616 9.5365266 11.2150784 2.9827837 8.6707225 8.3636127 NA 11.4721927 2.3978303 0.02286500 0.03228100 0.50828000 0.00000000 0.00000000 0.02227900 0.02227900 0.00830040 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 -0.01009400 -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 -0.44091000 0.00000000 0.00000000 -0.01642900 0.02227900 0.44460000 -0.46025000 -0.48197000 -0.43398000 -0.43398000 -0.01409000 0.00166420 0.01056400 -0.06074800 -0.06074800 0.00722170 -0.01477800 -0.01477800 -0.45618000 0.40651000 0.46400000 0.00152550 0.00152550 -0.01958900 -0.01958900 -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 NA 7.6770515 10.8366201 10.9118847 12.4780906 11.0503744 10.5228111 0.3978030 10.9314824 8.6939796 0.8128678 2.3978303 6.6520691 8.9965012 10.0994234 13.8791231 5.0217329 11.6970362 7.8627142 8.8422771 6.2722976 10.5228111 0.8128678 10.1097820 3.9421485 8.9308464 7.0702541 8.3461955 8.1910957 5.2885985 -0.1872143 5.8572595 6.2640766 9.7561131 10.0512704 9.7836906 7.6955088 3.9003258 3.7670615 0.397803 5.719756 11.760868 11.079939 11.196030 11.858113 10.226494 10.802970 11.942149 7.942149 10.839043 5.931806 10.485291 5.053941 11.830445 8.378920 10.355898 13.127860 9.480864 1.620211 9.679372 10.0790666 12.5079852 12.8461166 -1.1870500 11.2883458 10.3774916 15.4347589 9.6161897 9.2454077 8.7361932 12.7027499 8.4531648 8.8531555 10.2784322 8.9714754 8.1593794 11.5004601 6.9524174 6.7553803 10.5301137 11.2730656 11.0729031 10.9177920 7.1835530 6.3520240 11.1662883 NA 0.8128678 9.6677341 8.5660826 9.4657107 11.6646147 11.0619791 10.9946391 11.1726153 9.0051585 1.6202110 1.9828020 9.6139436 7.8923503 10.1527157 8.1325378 4.9421485 10.9752570 11.3924174 10.8107508 12.2706313 10.6828450 10.6157859 9.0428862 8.4201960 9.8789549 1.8128678 4.9827928 1.8128678 9.5997397 9.7836906 10.5723378 9.6258453 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 & neck squamous cell carcinoma NA NA 10 white not hispanic or latino 1 4 5 2 3 2 1 1 1 1 0 0 0 0 0 0 0 0 0 7 0 0 4 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 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 1 0 0 0 0 5 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 4 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 7 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 4 0 0 0 0 0 0 4 0 0 0 7 7.802502e-06 2.947612e-06 18.4126984126984 49.8412698412698 4.76190476190476 14.2857142857143 12.6984126984127 8.2963464 NA 10.7491450 3.5725623 4.5054400 9.8785489 7.6156252 7.5196842 9.0808314 15.4327498 6.6049772 7.4410518 8.1262145 NA 10.0033890 8.6445063 4.8946577 5.0673203 8.2963464 9.0865829 0.8500793 0.1131671 11.3335031 7.3799112 11.8226394 2.4350418 10.7238421 10.3799113 11.3545121 3.8461222 3.0517201 8.5387461 NA 13.6423519 8.6664339 8.8605792 11.8896948 7.5588294 6.1647863 11.6564789 2.9875937 NA 10.2637183 8.4574207 1.5281712 13.9303416 3.8500893 12.7377679 5.3985282 NA -1.4719288 4.1720154 2.1131337 15.1782446 15.0762365 12.7660444 11.0232678 13.0679875 0.8500793 NA 4.1428708 9.8106716 7.6392980 11.7746060 9.6076469 3.3288077 11.1364171 19.3690731 10.3992975 3.5281587 2.2286032 1.9876119 11.5539939 2.5281712 8.7926049 1.5281712 11.2648918 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10.4248731 9.7772757 8.5295703 8.1447113 10.7388336 -0.4719288 5.0980194 10.0324847 9.1529211 9.1638803 10.2190332 10.6782268 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 & neck squamous cell carcinoma NA NA 16 white not hispanic or latino 1 4 5 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.184701e-06 9.70978e-07 14.7368421052632 38.9473684210526 5.26315789473684 22.1052631578947 18.9473684210526 10.3123160 NA 9.9691187 3.0176903 4.4327323 9.3566969 1.7953098 5.2692352 9.0080019 17.0566469 7.1292037 7.8661693 9.7319408 NA 8.7965546 8.3188645 5.1011122 3.7952994 3.9107806 8.6765869 3.7546631 0.2103889 10.9582536 9.4431609 11.3286325 NA 10.1147240 10.8284198 10.2840356 2.0596668 3.0176903 8.5920417 6.7128406 13.6295983 10.0166214 9.1152258 10.8244366 7.6310024 7.2400872 11.4606387 3.2692277 NA 13.7005226 9.0463907 -0.3746360 10.8424267 7.7151198 12.7228339 6.4833595 NA -0.3746360 7.8565992 2.8733014 16.8286874 17.1557424 13.4042645 9.6649823 12.6344191 NA NA 3.2103421 10.7319407 8.8164372 11.1732363 9.9790760 1.2103265 17.3850060 18.3896615 10.7757597 3.2103421 1.9472921 1.6253640 11.1923831 -0.3746360 7.3258172 4.5795724 9.8048703 9.8152023 10.6404443 15.5380099 8.9506833 7.6697716 5.4582672 11.3748283 -0.3746360 9.4661558 11.3530048 10.4018108 11.6315285 11.7023604 7.5795739 8.0198403 10.6864114 8.7260400 NA NA 6.8058831 5.0004192 4.8541952 9.6961697 8.9153966 10.3400526 1.2103265 2.8733014 8.3344615 -0.3746360 11.0685804 9.2465140 13.2210432 11.2143266 9.5518369 10.8613920 NA 3.0848126 13.6070343 8.6860736 11.1973674 7.0305193 9.6211449 9.1102006 9.3387642 10.5864657 3.8733014 1.6253640 10.8598959 7.4519265 11.6373039 9.7161519 9.5678922 11.1467329 2.2103265 9.1597195 8.7430208 -0.3746360 11.5137405 1.4327457 -0.0264410 -0.0172540 1.5727000 -0.0283550 -0.0029091 0.3477800 -0.0022168 -0.0385780 -0.0385780 -0.3668000 0.9166300 0.8997900 3.6569000 -0.7140800 -0.3726800 0.7716900 -0.3690600 3.6569000 -0.0272750 0.0346770 -0.1283600 -0.1120800 0.3185100 0.2670200 0.2861200 0.2861200 -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 -0.3795700 0.3618200 0.3618200 0.3570800 -0.0029091 -0.0029091 -0.0029091 0.4553000 -0.3621500 -0.3621500 -0.3668000 -1.0766000 0.8217700 -0.0922130 0.0789450 -0.0205490 -0.3690600 -0.3645400 0.0623650 -0.1540000 -0.1283600 0.4476500 0.4513900 0.2966800 0.8619500 0.8619500 0.2670200 0.2670200 -0.2157700 -0.1272000 1.1872000 0.5950900 -0.1161300 -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 0.533 0.900 -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 0.533 0.900 -0.306 0.465 0.370 0.370 1.947292 7.072461 11.629774 11.306397 11.687255 10.540884 10.305298 5.325818 11.651382 8.822594 3.432732 3.380258 7.195233 8.879225 10.552785 14.517043 4.021471 11.783830 10.248345 9.008553 6.141077 10.305298 1.625364 10.314939 3.873301 8.194816 6.125223 10.019840 7.290323 4.148942 1.210327 5.702192 7.547218 9.523223 9.742371 10.501127 7.710186 1.625364 4.210342 -0.374636 8.696840 11.167200 10.707846 9.163567 11.265397 9.553156 10.755948 11.849982 9.868552 10.604088 7.495742 9.609796 5.299922 11.353005 8.137131 10.454308 12.713322 10.074526 NA 9.069357 11.3708420 12.0482310 11.2800138 -1.3744489 11.5464749 10.6165453 14.6861362 10.3469043 9.1847549 8.7260400 12.2581459 9.2468895 8.8804064 10.3579692 8.4661556 3.9107806 10.9433556 8.2382461 7.7234098 13.7005226 10.8424267 10.7011911 9.6649823 5.3118773 6.6026573 10.7757597 -1.3744489 1.9472921 9.4067375 10.3486121 11.6315285 11.7023604 11.0458644 10.6864114 10.4972830 8.3902494 3.6697751 2.3258181 9.2990138 7.5141207 10.7144972 7.6779458 5.7953020 11.0685804 11.0363591 10.8613920 11.7778211 10.4558930 9.4067375 9.0683212 8.7075269 10.4934287 0.2103889 2.0848126 2.5322671 9.8665506 9.5918832 10.2813556 10.3162488 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 6 5 2 1 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 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NA -1.56106846 6.11122124 -1.56106846 14.35074718 14.92887117 11.89784341 9.85400968 12.80388819 0.02375214 -1.56106846 4.66761400 11.88613765 10.01149634 10.71956688 10.08265230 NA 14.63216743 17.73978534 11.81627778 NA 2.76073192 NA 11.96737229 0.43882511 8.00103825 4.39299052 11.48636821 10.13010345 9.90334186 15.53780479 9.77641806 8.09879219 4.19368502 11.15604407 0.43882511 9.64519998 12.02884154 7.82896472 10.56420952 11.32963031 NA 8.25897488 10.98689547 8.20532506 -0.56128132 1.24616483 4.96047464 6.13923618 5.41607632 9.70967542 9.92814229 10.00151544 0.02375214 -1.56106846 4.96235930 -0.56128132 10.80812075 9.76522559 12.84466881 11.28369795 9.94043929 11.46012314 -1.56106846 3.76072128 13.31881000 8.30761841 11.11937537 10.48932496 10.74938610 9.81274881 9.23158649 12.11695603 5.35765756 1.43877190 10.17731065 9.75111186 12.66866635 9.97358530 8.85136583 11.46255043 2.76073192 9.41204136 9.38935191 2.60871464 9.37322406 NA 0.0000000 0.0093712 0.3274400 2.2086000 2.3290000 -0.1886800 -0.1886800 0.3728300 0.3728300 0.2887200 0.7099100 0.7678100 0.1556800 0.1556800 -0.2513700 0.0514500 -0.4415200 0.6966000 0.2321700 0.1935100 0.4874100 3.6569000 0.2103000 0.0225060 -0.2372300 0.2950800 0.6321500 -0.2939700 0.0835510 -0.4413000 -0.1625000 0.0093712 0.0093712 -0.3981400 -0.2609000 -0.2609000 -0.2609000 -0.2609000 0.2132200 0.2132200 -0.1960700 -0.1960700 -0.7677100 -0.2058000 -0.2126500 -0.2126500 -0.1886800 0.3728300 0.3019300 -0.2723900 0.1556800 -0.2513700 -0.0203520 -0.0203520 -0.0203520 -0.4415200 0.7805000 0.1824400 0.5166100 0.4874100 0.2107600 0.7229000 0.2416200 0.2765400 0.2765400 0.0225060 0.2716600 -0.7872800 -0.2217200 -0.2535300 -0.2857900 0.2486300 0.2486300 -0.2950000 0.000 0.000 0.255 0.697 0.232 0.232 0.487 0.736 0.242 -0.227 0.049 0.000 0.000 0.058 0.295 -0.222 -0.222 0.000 -0.158 0.632 0.632 -0.286 -0.214 0.000 0.000 -0.261 0.053 0.017 -0.196 1.193 0.981 -0.189 -0.387 0.373 0.373 -0.227 0.483 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 0.049 0.000 0.000 0.058 0.295 -0.222 -0.222 0.000 -0.158 0.632 0.632 -0.286 -0.214 0.000 0.000 -0.261 0.053 0.017 -0.196 1.193 0.981 -0.189 -0.387 0.373 0.373 -0.227 0.483 0.000 0.000 0.249 -0.045 NA 7.3900804 10.7055826 11.2958051 11.5906054 10.5596819 10.6950047 -1.5610685 11.0124432 8.4653195 -1.5610685 1.0237521 7.3813102 11.3700876 10.1335892 13.1927440 2.9673715 11.3097387 8.5420839 8.8056101 4.4831902 10.6950047 1.0237521 11.3697182 1.4387719 7.7035908 7.8587562 10.4359755 8.9650313 5.6482497 0.4388251 7.9972167 4.3214375 9.6224315 10.8463294 9.4081826 7.1076805 1.8982084 1.2461648 NA 5.954496 12.618627 12.684999 10.228330 11.138585 9.930649 13.705253 12.636704 8.392992 10.919586 8.357659 10.562271 6.467420 12.028842 9.841808 10.448625 12.455865 7.628621 5.193685 10.567435 10.8640120 12.3585905 11.6343221 0.4388251 11.6228966 10.2716861 14.5204455 9.4486247 9.5518870 9.0553448 11.7188418 9.5204725 8.2461511 9.7391487 9.2127595 10.9097091 11.4080027 8.6519002 5.5368269 13.7432900 11.1169561 11.0178763 9.8540097 6.2525765 5.3576576 11.8162778 NA NA 10.0067522 9.9813444 10.5642095 11.3296303 11.1429159 10.9868955 11.0242281 10.5764277 2.2461648 NA 10.6021659 7.8817399 10.4167914 5.1112233 4.6286220 10.8081207 11.9147828 11.4601231 11.8551978 10.2086339 11.0491289 9.5745054 7.8268135 10.2299589 -1.5610685 NA 0.7606893 7.6563662 9.6112237 10.5079102 11.2509734 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 & neck squamous cell carcinoma 60 1955 2 black or african american not hispanic or latino 2 4 3 2 3 2 3 2 3 3 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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4.9368028 11.4212372 10.9376799 10.0868128 14.8588746 10.1960254 7.1129586 6.1212268 10.9800600 2.3704433 10.3565159 13.2330269 9.1108844 11.3711052 11.2457910 -1.3298848 8.7320616 11.3384572 8.4709151 0.6700245 NA 8.4155719 7.8867611 5.8197627 9.7999423 9.2754948 10.8124416 8.4660548 5.0098667 7.2847251 -1.3298848 10.3821125 9.5784080 12.3837241 10.4148492 9.0020744 10.6857788 2.8399394 1.8399596 12.7201191 8.4165299 10.8812953 6.2398715 10.1462299 10.5095302 8.4981519 9.5084314 7.1046438 1.4773665 11.7876585 9.1867004 11.6417385 10.4697017 8.2284358 10.6501549 2.9179473 9.9952927 8.5572358 0.2549568 10.6007527 1.4773665 0.091362 0.132200 1.374400 0.055434 0.055434 0.358290 -0.097307 0.108830 0.128510 0.000000 0.000000 0.688200 -0.615230 -0.619830 0.073320 0.079077 0.052587 3.656900 0.722900 0.066577 -0.343490 -0.349230 0.936390 0.040953 0.145840 0.124530 -0.679630 -0.047337 -0.672970 -0.649080 0.579230 0.091362 0.091362 -0.642600 -0.665640 -0.645610 -0.634490 -0.664720 -0.663050 -0.663050 -0.632690 -0.637890 1.393700 -0.663980 -0.663980 0.017324 -0.412510 0.111020 0.062999 -0.031873 -1.292900 0.073320 -0.423260 -0.419980 -0.305870 0.065718 -0.650020 0.066577 -0.372680 -0.343490 0.115420 0.086865 0.345580 -0.672010 -0.672010 0.040953 0.025577 0.054722 -0.027749 -0.040286 0.053583 -0.127010 -0.157550 -0.143170 -0.420 -0.420 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 -0.420 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 0.9919707 7.2284358 11.2379714 12.0181902 12.0412475 10.6311033 11.2313033 6.0878680 9.6292929 6.2246037 0.9919707 8.1638710 8.3530100 10.8564391 10.5198114 13.1893445 3.5364260 10.6944625 9.6791442 8.9389900 6.3911147 11.2313033 2.1294479 10.5170727 6.2993711 8.7108391 5.9919435 10.1201337 8.9557528 3.7574820 0.9919707 7.2624726 7.3808221 7.8197627 9.6088599 9.6117967 9.4274055 3.8399394 6.9553256 0.6700245 5.5888795 10.4917894 10.8514689 9.9525246 10.5678608 10.1768188 12.9077481 12.5971451 7.8349223 11.3271104 9.0815263 11.3562970 4.8083387 13.2330269 8.9646360 10.8191274 12.7546843 13.3311254 6.3210676 10.6508689 10.859531 12.201031 9.580658 5.009867 11.131239 10.639402 14.483245 9.799298 9.798654 9.802515 12.350485 10.381919 8.356516 10.717480 10.385548 1.991934 11.056417 10.075689 7.773303 14.472986 11.305733 10.275032 10.892810 6.431566 6.570882 10.684036 6.864772 1.254957 9.447271 10.478175 11.371105 11.245791 10.067155 11.338457 11.891451 8.429903 4.424902 1.839960 8.819902 9.064960 11.317024 10.708591 4.859840 10.382112 11.688042 10.685779 11.582531 10.628206 10.535362 9.401334 9.385119 10.272714 4.062329 2.218440 7.031959 9.023570 10.070361 10.149796 11.058571 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 5 2 3 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.664534e-06 9.70978e-07 18.1818181818182 27.2727272727273 2.5974025974026 28.5714285714286 23.3766233766234 8.5496642 NA 10.5629609 2.6727874 3.5853231 10.1740378 8.3518522 4.5395187 8.3301572 14.7752057 6.4982126 7.7874468 7.8497660 -0.4146528 7.8544502 8.0488476 6.0182002 1.3927021 10.6510759 7.6514127 3.3926746 1.5853472 10.7293441 5.6076913 11.3520592 NA 10.2506592 10.3764861 10.1365508 2.0447438 3.9072560 8.0950193 -0.4146528 13.8469407 8.9989511 9.8135407 11.6711276 7.8753421 7.1513769 12.0373070 9.3251039 -1.4146528 13.9391248 8.2327816 -1.4146528 11.0060730 5.5160593 12.6056087 7.2788100 NA NA 4.1088840 2.0447438 13.8438502 14.3416666 12.6140926 10.2805516 12.6141789 NA -1.4146528 2.2857573 10.6327880 8.9797859 10.6045665 9.8747658 1.1703097 17.3575186 17.0285137 9.3385401 NA 3.4922121 4.6514134 12.8050212 -1.4146528 8.3650425 4.3666859 10.6805917 10.3102633 10.5034411 16.3657476 8.8320637 0.5853472 6.1475652 11.1653462 0.9072753 6.9117527 12.2467673 8.7972115 9.7439330 9.6159904 NA 8.4055023 10.2073751 8.2055430 1.3927021 NA 6.9947143 6.7401410 6.4679658 9.1427869 10.5536301 9.9781773 2.0447438 5.7451943 7.8660938 NA 10.9137177 8.8649339 12.3764861 11.0834245 8.9840242 10.2354774 3.8707297 4.4182102 13.2778842 8.6187463 10.5060483 11.5579441 10.6640811 8.9737926 10.5271045 11.5683168 5.0447569 3.4433016 10.9649723 8.5839135 11.3070633 10.6439914 9.4166306 13.0179304 4.0115851 8.2483299 9.9329446 -1.4146528 9.7229549 0.1703097 0.0040243 0.0040243 0.6135300 0.6963400 0.6982100 -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 -0.3473300 -0.3565800 0.1568100 0.1925400 0.1334700 0.1334700 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 -0.0023553 -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 -0.3473300 -0.3473300 -0.0080244 -0.0080244 0.1568100 0.0715350 0.0715350 -0.1916200 0.1925400 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 NA 7.019951 11.164403 10.010014 11.590070 10.091631 10.724875 3.170294 10.919038 7.784995 1.392702 4.044753 6.911753 11.046803 10.140392 15.241902 4.075892 11.707504 8.646019 8.275862 4.814140 10.724875 1.755229 10.737925 4.139911 8.182780 6.386223 8.927398 7.974825 5.229180 1.585347 6.521962 6.214680 8.230982 9.204626 10.158970 7.648719 2.392675 3.832870 NA 5.662140 12.704426 11.607516 10.852110 11.992591 10.575782 10.370776 11.435901 7.162752 10.649729 8.787447 10.747715 4.215554 12.246767 10.789283 10.176846 12.339399 10.740458 5.313242 10.927954 10.3330966 12.4955912 12.8637727 1.7552294 11.4551098 10.6961328 13.5503400 8.9128759 9.3650427 8.9744169 11.8267106 8.8193741 9.5344204 9.8770695 9.4541459 10.6510759 9.2665617 7.7923374 5.3132422 13.9391248 11.0060730 10.2296302 10.2805516 7.2822906 3.7146082 9.3385401 0.5853472 0.1703097 8.5740080 12.6778326 9.7439330 9.6159904 10.3760789 10.2073751 10.5149515 7.7898942 0.5853472 6.8660944 7.8731279 8.4618400 9.6520851 4.5853231 4.5395187 10.9137177 11.5023222 10.2354774 12.7483439 10.2788102 9.3191859 8.7886714 8.8982062 10.9420502 0.9072753 -0.4146528 8.5116191 7.8839818 9.0950982 8.9139982 10.6153006 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 & neck squamous cell carcinoma 80 1957 1 white not hispanic or latino 2 2 2 1 3 1 5 1 1 1 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 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 3.883912e-06 1.491145e-06 19.7452229299363 24.203821656051 4.45859872611465 31.8471337579618 19.7452229299363 8.11687155 NA 11.21927956 2.55038357 2.83989914 10.11178865 6.90403123 6.39727760 8.00068962 15.57293581 8.26769028 7.09814581 7.41938888 0.70239158 9.26845170 9.03152119 5.43575192 3.18783108 11.42503448 9.59357376 1.55040819 1.38045241 10.79330401 4.77278830 11.53386329 NA 10.46028766 11.05311595 8.89813911 0.70239158 3.33466838 8.41387879 NA 14.27623420 8.34047147 9.70127007 12.14035778 7.96730927 7.13201331 12.83855575 2.08089639 -1.61971384 10.69136640 8.29186137 1.18783108 10.99563941 6.85608186 12.76767919 5.66587310 NA -1.61971384 5.02432411 -0.61949218 15.08223496 14.52158687 12.83328996 10.51232655 13.25837678 -1.61971384 1.38045241 1.70239158 9.89419721 10.64080112 12.08437319 10.15237168 0.70239158 16.76043057 17.82287269 10.88081361 NA 2.28735409 1.96543338 12.06148835 NA 8.43981427 4.83989914 11.81095089 10.41561238 10.28246784 15.84696832 9.97012071 1.55040819 3.08091344 10.96214099 -0.03460356 10.21415031 14.71893407 9.72309997 10.40595525 10.97058875 -0.61949218 8.54160157 11.21474312 7.82341310 NA NA 6.73436685 5.95789835 6.25698610 10.27111387 10.98200830 10.05730824 1.96543338 NA 5.94271154 NA 10.91938604 9.76147178 12.82457861 11.84539819 8.81990572 11.01119175 NA 3.73802198 13.02133587 9.44991932 11.06192764 7.31710776 10.47067138 10.19929138 6.70689933 9.61887439 5.52001987 -1.61971384 8.65659397 7.86428521 12.36551102 10.16223912 8.75333477 11.34877639 2.70239158 9.35377230 8.55788908 -1.61971384 10.45293719 -0.61949218 0.23488000 1.36900000 0.69055000 -0.04698900 -0.04698900 0.00917050 0.00917050 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 -0.03204100 0.01112100 -0.01835300 0.00000000 0.44020000 0.23488000 0.23488000 -0.47374000 0.23303000 -0.22318000 -0.22071000 -0.22071000 -0.22318000 -0.22318000 -0.18219000 -0.18219000 -0.21243000 -0.04698900 -0.04698900 -0.21541000 0.22022000 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 -0.22883000 -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 -0.212 -0.212 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 -0.212 -0.212 0.000 0.000 0.000 0.000 0.148 0.148 -0.218 0.000 -0.236 0.175 0.000 0.000 2.772794 7.354884 10.836311 11.794758 11.128453 10.057308 11.006407 6.509753 11.097503 7.250835 -1.619714 1.965433 6.287360 10.940325 10.630472 13.912826 4.198863 11.651057 8.357749 9.163320 6.213359 11.006407 NA 9.490953 2.702392 9.745223 5.135358 9.750612 8.893161 4.161831 1.380452 6.802282 4.888266 7.872323 8.791981 9.633726 7.697882 1.839919 2.904041 -1.619714 9.162649 11.405263 11.701403 12.376413 11.385743 8.800430 13.501032 10.893457 8.353449 11.360218 5.755510 11.258904 4.907636 14.718934 10.562243 10.485723 12.758338 12.415183 1.702392 11.350755 10.46594203 11.76740987 11.34444938 0.38050782 11.80108779 10.75115697 14.66391921 9.37694301 9.17081814 8.63667827 13.19880213 9.69669461 10.02071456 10.36879923 10.21256849 11.42503448 10.00343653 9.85468250 7.26311236 10.69136640 10.99563941 9.57091162 10.51232655 5.17488575 6.18136896 10.88081361 2.08089639 -0.61949218 9.11009045 11.82613115 10.40595525 10.97058875 11.67666886 11.21474312 11.83116538 9.03689451 -1.61971384 -0.03460356 8.58528519 10.52850441 9.92543398 9.50135554 5.46793155 10.91938604 11.75673069 11.01119175 13.16561552 10.98270451 10.99080237 9.13619164 8.03689451 10.23533802 5.75550986 -0.61949218 7.86428521 8.72503183 10.37021889 9.29858753 11.37340793 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 6 5 3 2 1 1 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 2.011312e-06 1.144367e-06 30.1075268817204 23.6559139784946 4.3010752688172 23.6559139784946 18.2795698924731 9.29015965 NA 10.50639090 2.08559462 4.57101537 10.31632951 6.75801396 4.01158509 8.18362050 15.45281217 7.52853225 7.74094037 9.04790614 NA 10.18467330 9.11901165 4.49158377 3.08559462 6.56456109 8.68847308 0.76366652 -1.23650344 9.01277397 8.89680253 11.65126189 -0.23633348 11.05339118 10.62164147 11.16853593 NA 1.08556062 9.40665082 NA 14.17066261 9.29699029 9.77698319 11.57924390 9.04094776 5.33351676 13.21164768 1.57099716 NA 13.92852812 9.03629012 -0.23633348 12.16547331 8.47653115 11.83478760 7.60915066 NA NA 5.42187295 1.57099716 14.13937770 14.90792456 12.14695975 10.36217825 12.72384345 NA NA 4.04906438 10.84047606 9.26847954 10.98252641 9.73520398 -1.23650344 18.22900747 18.89335107 10.39892514 NA 0.76366652 NA 12.61755477 NA 8.17940207 8.84979665 11.64453536 10.47790597 10.46323294 16.04365183 9.26549761 6.76928512 3.97311529 10.74665405 2.34862902 10.63286873 12.47228097 7.87740255 10.68289621 13.11859851 NA 8.51854812 11.34909249 7.42543832 NA -1.23650344 4.59629712 4.71785735 4.62164165 9.42365632 9.27244573 10.71093210 0.76366652 0.76366652 7.25951543 0.06225989 10.82974969 10.31536867 13.23031052 11.94621001 10.05727006 11.52832473 NA 5.03044644 12.83570929 8.62008600 11.24571212 8.67804549 9.10971993 9.85641759 9.73304702 10.90608667 1.08556062 -0.23633348 7.53844737 8.10573517 11.88535587 9.33066573 8.89036491 12.76445273 2.76366652 9.54331414 9.18782687 -1.23650344 12.40085135 -1.23650344 -0.0611520 0.4655300 0.5884700 1.2118000 0.9980000 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 0.5517700 0.0546600 0.0693820 0.3373900 0.2555800 -0.3615900 -0.3615900 0.4636500 -0.5490500 -0.5490500 -0.5490500 -0.5490500 -0.2398500 -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 -0.0147780 -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 NA 6.7409410 10.8263812 12.5352531 11.7755865 10.9310786 11.0668704 7.7061748 12.0120328 6.9584170 -0.2363335 4.0115851 5.2555121 8.6539249 10.4851869 14.2494269 4.2625459 12.3286435 8.5515629 9.0392495 3.5185477 11.0668704 1.0855606 10.8685868 2.6705458 8.0376655 5.1899234 9.6630174 7.5038798 2.4640932 -1.2365034 8.0788099 1.0855606 9.7839459 8.1299826 9.3570516 7.2393942 1.9335726 1.7636665 NA 5.348622 13.066799 12.951937 13.542508 11.318249 8.932333 10.953794 11.926209 7.177288 10.900972 7.389369 10.357985 6.001492 12.472281 8.513530 10.205048 12.287607 7.564560 2.223083 9.169865 11.505338 11.869242 10.727640 NA 11.749325 11.301122 15.203280 10.333991 8.316330 9.134348 11.373532 9.146144 8.229227 9.838471 7.735204 6.564561 10.947296 8.545020 4.694395 13.928528 12.165473 9.981618 10.362178 5.571015 4.011585 10.398925 -1.236503 NA 9.720763 9.517713 10.682896 13.118599 12.117772 11.349092 11.305483 8.951012 6.505127 -1.236503 9.030318 7.982248 10.970675 4.973115 2.933592 10.829750 11.971132 11.528325 11.573429 10.280345 9.271455 9.475328 7.039784 10.752700 1.570997 NA 5.393018 7.381752 10.369603 10.045011 10.648594 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 & neck squamous cell carcinoma 50 1947 1 asian not hispanic or latino 1 4 3 2 3 2 1 2 1 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 4 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 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 0 4 0 0 0 4 0 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 4 0 0 0 0 0 7 0 0 0 0 0 0 1 0 0 0 0 0 7 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 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 5.652479e-06 1.976634e-06 23.5294117647059 28.9592760180996 5.88235294117647 26.6968325791855 14.9321266968326 10.1310414 2.7911889 10.2958119 5.6656600 4.3761514 10.2690846 6.3841465 7.4078626 8.6980820 15.4515392 8.9052808 7.2979287 7.9449966 NA 9.7492607 9.0827460 5.2062290 3.0542233 9.5864735 8.4916311 2.5847461 3.6916570 13.1681850 5.8843000 11.2566218 0.8843244 10.5095530 10.3706331 10.3220530 -0.1157538 4.3437347 8.4570201 2.3437205 13.6702130 7.9849630 9.2285967 11.5052080 10.5013091 9.0704151 9.9122069 3.2766158 6.0741265 11.6352171 8.6574399 -0.1157538 11.6845941 6.7665157 12.0839732 7.0741254 -1.1155974 -0.1157538 3.4078694 NA 15.0515798 15.1492164 12.7256686 11.1860828 12.7580333 -1.1155974 2.5847461 3.0542233 10.8518874 9.0365858 12.0928400 10.7488739 2.6916458 16.3132662 16.7684297 10.5127464 -0.1157538 3.2062212 1.8842853 11.7163997 0.4692608 7.7760842 2.4692608 11.2780560 10.4350476 10.1064920 15.3373946 9.3189291 7.2979287 4.9066694 10.7258652 2.8843049 10.2846467 14.3361214 9.7971902 11.1505017 11.5963979 1.2062056 8.7699971 10.9146231 8.0492076 0.4692608 -0.1157538 7.8589452 7.3272445 4.0135873 10.0660743 9.7407264 10.3671088 7.4117779 NA 6.4541561 -1.1155974 10.5756082 8.6408573 13.0886427 11.2418529 8.9383217 10.5483036 2.2062369 2.2062369 12.6484468 9.1835088 10.7979383 8.3375715 10.2584057 9.6916558 5.5567268 10.4287823 8.3021531 3.5847461 8.6341703 8.7250789 11.6368906 9.9483699 9.4166567 10.8958776 4.0135873 9.4383621 8.9836486 3.5281587 10.1748957 3.3437347 0.573160 0.503140 2.925400 0.154480 0.154480 -0.030756 -0.030756 0.630960 0.709720 0.065429 0.221200 0.256590 0.093971 0.018861 0.018861 0.036994 -0.026794 -0.026794 0.000000 0.000000 0.428630 0.155380 0.200060 0.311810 -0.257760 -0.257760 0.013412 1.171200 -0.330590 -0.394590 0.139160 0.019701 -0.789640 -0.405130 -0.390430 -0.383760 -0.383760 -0.383760 0.102260 0.102260 -0.268420 -0.268420 -0.017334 -0.406780 -0.406780 -0.406780 0.031917 0.649170 -0.120380 -0.361200 0.018861 0.018861 -0.388570 -0.358580 -0.358580 0.076338 -0.089644 0.000000 0.166460 0.580180 -0.083801 -0.064587 -0.202440 -0.323980 -0.323980 -0.349460 0.377160 -0.257760 0.025449 0.025449 -0.189310 -0.073821 -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 -0.191 0.000 0.000 -0.189 0.341 0.000 0.000 -0.384 1.465 -0.153 -0.255 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 -0.191 0.000 0.000 -0.189 0.341 0.000 0.000 -0.384 1.465 -0.153 -0.255 0.154 -0.407 0.000 0.000 0.631 0.631 0.221 0.221 0.000 0.000 0.000 0.000 NA 6.8500855 11.6015488 10.5353526 10.7745651 10.4555795 10.9986939 1.4692608 11.1046792 9.2776912 1.6916682 6.0238519 8.0466924 11.4408069 10.3876298 12.3804056 3.9247555 10.9717637 8.7469382 8.4472490 7.3147536 10.9986939 0.4692608 9.9073621 3.5281587 8.2630292 5.9286948 9.5063526 8.9772298 3.4692608 2.2062369 6.4541561 6.9011095 8.8800680 9.5976874 9.9888997 8.5172962 3.1322313 2.3437205 NA 7.044172 10.942293 11.531078 9.673019 11.244874 10.971432 13.053678 12.009876 8.569049 10.510466 8.153427 10.751193 5.074719 14.336121 10.738780 11.065764 13.041246 13.367424 4.861583 10.706473 10.6746494 12.1889374 10.8930796 3.4078694 11.3084671 11.2174562 13.8949155 8.9232199 9.8053979 9.6019772 11.2612402 9.3946496 9.2352400 9.6762776 10.1173213 9.5864735 10.4814223 9.1405095 10.0967972 11.6352171 11.6845941 10.5734253 11.1860828 6.8500855 7.3881267 10.5127464 6.0542255 0.4692608 9.6811516 9.9941315 11.1505017 11.5963979 10.2604262 10.9146231 10.3916000 8.7453876 6.1416882 2.9717551 9.4944952 8.1487435 10.0359517 9.3811546 8.4311955 10.5756082 11.4429607 10.5483036 12.2583894 10.0579779 10.6872211 8.6053999 8.6868170 10.4953256 2.0542233 2.5968874 5.4388883 9.8982655 9.7242920 9.0264078 11.9208179 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 3 5 2 2 3 4 2 2 2 0 0 0 0 0 0 7 0 4 0 0 4 0 0 0 6 0 0 0 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 0 0 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 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 0 0 0 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 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 2.591446e-06 1.086735e-06 33.5766423357664 24.8175182481752 5.83941605839416 24.0875912408759 11.6788321167883 8.6753640 NA 10.4820006 0.5104556 1.7328336 10.0592790 6.1446623 6.0752417 8.6853827 16.2438939 7.1686681 6.7958591 6.9698884 -1.0746082 10.4529716 10.4490565 4.0547790 6.7834750 1.9255058 7.9367216 1.7328336 NA 7.6397401 2.8323837 11.1911096 4.8796911 10.7512484 10.5952654 10.9709130 2.8514992 3.0954181 9.6874945 NA 13.4948755 8.0129575 9.6457388 11.6648533 7.0129575 5.3684366 9.1543133 1.7328336 NA 13.1079665 9.2120523 NA 12.7094136 11.8557810 12.3760615 5.6936793 NA NA 1.5104556 -1.0746082 15.5408365 14.8071850 12.0124601 10.9042050 10.8602912 NA NA 3.1734153 11.7033663 9.6845505 11.0866264 9.6618965 NA 18.8003524 19.3805552 11.7129891 NA 1.5104556 1.7328336 12.0081426 NA 7.1638992 5.3849270 11.3713190 10.4839153 10.3792796 15.4858423 9.2708998 2.0954181 1.5104556 11.0228683 -1.0746082 9.6920235 12.5764992 7.7424779 10.8108096 12.3028407 NA 8.4470948 11.6770386 1.9255058 NA 2.9254868 6.9753436 4.4173462 4.9478625 8.7231561 9.3231692 10.8046949 1.9255058 NA 4.7834776 NA 11.6073918 8.5010338 12.9864438 12.0730175 10.4478162 11.2457310 NA 4.7328499 13.6177831 7.5872727 11.1852378 6.8263616 10.0017089 10.2181440 10.1975411 11.0036454 4.0129530 0.5104556 10.1072680 9.0366303 12.2764337 9.3839012 9.1385987 12.3005340 0.5104556 8.9815633 8.6102431 -1.0746082 12.4344035 0.5104556 0.07594600 0.07436400 -0.05068300 -0.00036188 -0.00036188 -0.00806720 -0.00806720 0.12133000 0.12133000 0.00676120 0.00676120 -0.04527100 2.87590000 3.02380000 2.60170000 0.17840000 -0.00530390 -0.00281370 0.02352300 0.02240100 -0.00930950 -0.01379400 0.01052000 0.00537070 -0.00198290 -0.00198290 0.00425900 0.23484000 -0.47240000 0.08879200 0.08792400 -0.72697000 0.07637800 0.07882600 -0.04432200 -0.04432200 -0.04432200 -0.04838400 -0.00488910 -0.00488910 -0.51602000 0.00300910 -0.47884000 -0.00036188 -0.00036188 0.00982370 -0.00806720 0.12280000 0.12280000 0.01889900 -0.84189000 0.17840000 -0.00378250 -0.00267520 -0.00267520 -0.00378250 -0.00267520 0.02240100 -0.00930950 -0.00930950 0.00000000 0.01107800 0.00340810 -0.05500200 -0.05041200 0.00537070 0.00662210 -0.00198290 0.00578770 0.00578770 -0.00170590 -0.27730000 -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 NA 7.10042056 10.27034521 12.39907350 11.93374807 10.73686925 10.95340057 1.24744147 10.78230912 6.73284985 -0.07445624 NA 6.76469779 8.86800917 10.35699219 13.83576252 4.01846504 11.54914749 9.60673295 9.22559548 6.63974009 10.95340057 NA 9.82182691 4.48008413 9.42586838 7.52540727 10.09040146 7.30669151 4.28304760 3.92549629 9.58988855 6.74567298 9.99427281 9.15190675 9.74806535 8.70192742 3.09541812 NA NA 9.048323 10.767059 11.308926 11.506695 12.115782 8.082841 11.870755 11.322902 11.241210 10.889835 5.980777 10.861764 5.725488 12.576499 11.252486 10.057994 13.954012 8.759966 2.384934 9.753631 11.490835 11.985177 11.284695 NA 11.770789 10.653840 15.270411 9.584599 8.998297 8.666961 12.263116 8.594043 7.187590 9.942999 8.382876 1.925506 11.064406 9.141028 6.023526 13.107967 12.709414 10.217241 10.904205 5.820312 6.666961 11.712989 NA NA 9.310278 8.229275 10.810810 12.302841 11.376963 11.677039 11.570703 9.087886 2.625925 NA 10.549504 7.080312 9.358036 5.384927 2.247411 11.607392 11.766666 11.245731 11.702750 10.612433 10.963385 8.571153 4.832384 10.888391 4.569351 NA 3.879686 8.421270 10.467075 10.045084 10.514678 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 & neck squamous cell carcinoma 25 1937 NA white not hispanic or latino 3 3 4 1 2 3 2 3 2 3 0 0 0 0 0 0 0 0 4 0 0 4 4 4 0 0 0 0 7 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 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 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 7 6 0 4 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 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 7 0 0 0 1 0 0 0 4 0 0 0 0 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 1.314288e-05 4.265368e-06 10.1761252446184 78.0821917808219 2.93542074363992 6.65362035225049 2.15264187866928 10.1749186 NA 10.3185982 1.3772348 1.0553345 10.1368124 5.1638529 6.6700387 8.9978434 16.9171065 7.3127169 7.2889482 8.0066139 NA 10.3856857 8.9919668 4.7557689 5.5310633 4.0095263 8.2476219 1.6402970 -0.9448043 7.0211132 4.8366866 11.5695499 1.3772348 10.4920404 10.4993085 10.7540336 2.0095263 1.3772348 9.1832974 NA 12.8439453 9.4292816 8.8594599 11.8499479 7.9164157 4.3772557 12.9221249 0.0553345 NA 11.2999901 8.8659006 0.0553345 10.1314764 9.1292964 12.6105172 7.0721369 NA -0.9448043 4.8102169 NA 15.6922361 16.5605560 12.1114586 10.3716105 13.0143347 1.3772348 NA 3.3032547 10.9486305 9.4422693 10.9993088 9.8026828 4.0997244 17.8790040 18.8254621 12.3795095 -0.9448043 1.3772348 1.3772348 11.8610728 NA 7.5147606 8.0749196 11.7576575 10.3528184 10.2445358 15.7850161 9.5471820 1.8626696 1.0553345 10.7157706 0.0553345 9.8747097 12.1688611 8.2599000 11.0510961 11.6447460 NA 8.4604702 11.7367870 1.0553345 NA -0.9448043 7.4925815 3.9622158 5.2252556 9.1038157 9.6280292 10.5734903 0.6402507 -0.9448043 4.6099204 NA 11.3758475 9.2252540 12.8383271 12.0358256 10.5988152 11.3713275 NA 3.3032547 13.7195540 7.4303681 11.2763118 6.7063800 9.8972707 10.4657802 10.0853063 11.3562534 3.6991851 0.0553345 10.4084758 9.0873745 12.3765524 8.9501467 8.2476219 12.5247164 1.0553345 9.1016616 8.9712084 0.0553345 12.3912775 0.6402507 -0.00083160 0.00861350 0.00041593 0.00736090 0.00736090 0.00069327 0.00069327 -0.00360110 -0.00360110 -0.00705760 -0.00705760 0.49995000 0.46964000 0.46964000 0.47466000 0.49113000 -0.00193990 -0.00193990 0.00319100 -0.00027724 -0.00456950 -0.00456950 0.23287000 -0.00899060 0.00221930 0.00221930 -0.01312700 0.02412700 -0.01064600 0.00000000 0.00000000 -0.00083160 -0.64753000 -0.00235530 0.00041593 0.00041593 0.00041593 0.00041593 -0.00356830 0.00000000 0.01127300 0.01127300 0.01167900 0.00736090 0.00736090 0.00736090 0.00069327 -0.00360110 -0.00360110 -0.54889000 -1.05260000 0.49113000 -0.00083160 -0.00083160 -0.00083160 -0.00193990 -0.00193990 -0.00027724 -0.00456950 -0.00456950 0.00388540 -0.00484610 0.23287000 -0.01078400 -0.01078400 -0.01285100 -0.02457000 0.00221930 -0.01958900 -0.01958900 0.00513590 0.02300500 0.02300500 0.02412700 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 NA 7.3453476 10.0853063 12.1145044 11.9836622 10.0651576 10.1697220 4.7557689 10.7054832 6.4899571 0.0553345 2.0553345 7.3591100 8.7900386 10.1421286 14.4381218 5.2994535 12.1706978 8.3974034 9.2752597 7.2696485 10.1697220 NA 10.8181262 3.9133107 9.1546242 8.5551746 10.2883493 7.4160442 2.6402970 -0.9448043 8.1768364 6.0326078 9.3267919 10.2919411 9.5511840 7.4773940 2.2252441 1.6402970 NA 9.839964 11.349375 11.535359 12.335085 12.226662 7.477394 10.596910 11.587928 10.691047 11.237413 6.602224 11.111289 4.607153 12.168861 9.466840 10.394065 12.508336 5.531063 1.055335 10.253774 11.2708620 11.6337016 11.3670772 0.0553345 11.6695786 10.8001628 14.9307658 8.5044774 8.6533814 8.1716727 11.9347207 9.3302895 8.4583410 10.2580649 7.9101972 4.0095263 11.1497366 9.5168084 7.3221156 11.2999901 10.1314764 10.3918355 10.3716105 4.2647841 6.8432314 12.3795095 0.6402507 NA 9.4752892 8.8610729 11.0510961 11.6447460 11.0963035 11.7367870 11.4617997 9.4465726 -0.9448043 0.0553345 10.2767831 8.1106112 9.4763418 6.1106117 1.8626696 11.3758475 11.4079242 11.3713275 11.7330486 10.1133206 9.9614679 9.5788908 5.9978434 10.6261334 4.6402912 1.0553345 7.7453268 9.5928775 10.3068113 10.3935082 11.1021119 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 & neck squamous cell carcinoma 4 1973 2 white not hispanic or latino 1 2 4 3 2 2 4 3 3 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 NA NA NA NA NA NA NA NA NA NA 8.37039274 NA 11.02266756 0.67861281 2.67865788 10.49162856 6.08803980 5.64443315 8.93603689 16.11325143 6.75546446 8.20417007 6.66164273 NA 9.59825726 8.31527367 4.39865136 5.29335945 3.48600637 9.16749341 1.67865788 -1.32120693 7.48922098 9.99493068 11.61712604 NA 10.43186580 10.69022580 10.67087936 -1.32120693 2.84857788 8.51682872 NA 13.93441535 8.92182309 9.39107299 11.54186743 8.50837200 5.37908720 11.67600500 9.05911026 NA 12.38665523 8.19237666 -1.32120693 12.43123882 4.68920410 12.49313142 6.59751181 NA 0.26363540 4.63284402 1.48599349 15.51108177 15.99383254 12.09425884 10.94133127 13.00339221 NA NA 4.10491530 11.56567928 8.92301306 11.94909044 10.25749345 0.01777941 17.96493611 18.92884468 11.40017558 -0.32138719 0.67861281 2.67865788 11.92494434 NA 7.07096672 5.65592994 11.82094766 10.69580552 10.99606174 15.29687686 9.71962377 2.84857788 5.32250506 10.95680810 0.67861281 10.19434898 11.71636764 9.27670160 11.23754806 11.97900165 NA 8.86476342 11.49783029 1.67865788 NA 1.84855785 6.67904371 4.03620439 6.76611144 9.19237666 8.87094199 11.35768929 1.00057696 NA 8.24470300 NA 11.63502526 8.45013858 12.53682442 12.01557402 10.07727518 11.00760444 NA 3.20221396 12.79393666 7.85107688 11.08219376 6.27856282 10.44752403 10.04060933 6.53662955 11.12650722 4.78717123 0.67861281 7.60938635 7.57951583 11.71327614 9.78652008 9.39546859 12.24791138 1.26363540 8.93829814 9.62774617 -0.32138719 11.56529833 1.00057696 -0.0165670 -0.0120240 0.0897060 0.0056919 0.0056919 0.0043021 0.0043021 0.0721090 0.0721090 0.0116050 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 0.0162860 -0.0317860 -0.0030475 -0.0031859 0.4520700 -0.0153290 -0.0120240 -0.0087386 -0.6346200 -0.6346200 -0.6326300 -0.6326300 -0.0042929 -0.0042929 -0.0042929 -0.0042929 0.0065262 0.0246350 0.0111210 0.0000000 0.0097276 0.0352420 0.0352420 -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 -0.6494000 -0.0201380 -0.0624950 -0.0286280 -0.0286280 -0.0317860 -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 0.320 0.958 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 0.320 0.958 0.000 0.000 0.000 0.000 NA 7.6982400 10.4142051 12.9367734 11.3928946 10.7352868 10.8681649 3.1380772 10.6971970 5.9547733 NA 3.4335337 8.1339765 10.4435207 10.2546610 13.2555467 3.6192839 11.7242381 9.6982398 8.8285104 6.8485741 10.8681649 -0.3213872 11.0137603 4.2332362 8.1331951 7.6182284 9.8001826 8.3174470 3.0709732 2.1380936 7.3581290 3.5855395 8.6701708 9.6884778 9.0580275 7.3152737 0.6786128 NA -1.321207 7.530398 12.056808 11.675117 9.903254 12.077927 8.456726 11.729518 11.972983 9.422642 10.754797 5.897816 12.683045 3.988257 11.716368 10.070430 10.364712 13.150013 10.445178 3.070973 9.967515 10.6782969 11.9820018 11.7373174 1.2636354 11.6393751 11.0237771 15.2540987 9.5536304 8.9277626 8.7352869 10.8877978 10.0030547 8.0816613 10.9597097 8.7779969 3.4860064 11.0179424 9.0655893 7.6473159 12.3866552 12.4312388 10.3633977 10.9413313 6.1298600 6.4730644 11.4001756 -0.3213872 -1.3212069 9.5780060 8.5051974 11.2375481 11.9790016 11.4896223 11.4978303 12.2187771 9.0504258 3.9265783 1.0005770 8.8863712 9.2452646 9.6751226 5.3651501 5.3651501 11.6350253 11.3963255 11.0076044 12.4272613 10.6027193 9.3368607 9.5075790 7.0317955 10.0084454 3.4335337 -1.3212069 4.8684744 9.2095918 9.9301315 9.7641215 11.7588004 7.5490137 9.4827801 4.4335337 TCGA-CV-7429 55 1 107 NA head and neck stage iva t4a n2b NA male 1998 NA yes head & neck squamous cell carcinoma NA NA 14 white not hispanic or latino 2 4 2 2 1 1 5 1 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 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 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.421789e-06 5.548446e-07 28.0701754385965 24.5614035087719 5.26315789473684 26.3157894736842 15.7894736842105 10.79010287 -1.55342615 10.57495609 6.00122802 3.57591736 10.71254755 -1.55342615 7.46622985 8.36996719 15.08176242 7.50463151 6.99738613 8.68623788 NA 10.25278628 9.08598013 5.26682027 0.44667971 2.83895177 9.82004841 3.65609588 -0.55342615 10.42677904 4.65609016 11.13729230 4.49103213 11.13051136 10.24834780 10.70196319 0.03153635 4.30462055 8.50253190 6.45786676 13.53778559 9.62903380 10.63212205 11.07371736 8.29526247 7.93648718 10.58906571 7.47177925 NA 14.09836393 9.60966005 NA 7.78871442 9.72890551 11.51843703 6.85178152 1.44662678 -0.55342615 3.20152409 1.03160693 14.35179095 14.08828346 12.41641182 10.30384295 13.60106208 1.76858664 NA 4.51272624 11.07690663 7.99160404 11.27418069 9.08688432 2.58496250 14.49465800 14.72791756 10.69664175 5.21482422 1.76858664 2.69456823 11.40301565 6.86449199 8.99738641 4.65609016 11.39341786 10.13751057 10.14447586 15.68642447 9.76405217 7.24753926 7.25721150 11.76376942 -1.55342615 10.85124893 12.08118511 8.67064103 12.15140774 11.93334886 7.47177925 8.25560364 10.59161631 10.64508457 NA -1.55342615 7.48580516 5.51272940 7.52345532 8.95641449 9.81077421 11.30033889 2.25398927 NA -0.55342615 0.44667971 10.51575354 9.88178879 12.18230130 10.31700417 9.36332507 10.20319577 0.76858664 4.14707872 13.68399886 7.41530657 11.61468477 7.83250208 9.74566995 10.01375423 6.96627587 11.50480037 4.73204122 1.44662678 10.48315654 7.38327747 12.01257457 9.78704599 8.02217859 11.55663336 2.44662678 8.72585531 8.57463364 2.97020945 6.88126817 -0.55342615 0.062037 0.681560 0.042973 0.135050 0.135050 0.034679 0.034679 2.925200 -0.157110 -0.053247 -0.053247 -0.053247 0.646790 0.646790 0.626920 0.626920 0.107550 0.038728 0.091402 0.091402 -0.148920 -0.187480 0.166510 -0.024155 -0.434120 -0.434120 0.107990 0.022262 -0.034672 -0.034672 -0.034672 0.602810 -0.539490 0.103030 -0.115470 -0.115470 -0.115470 -0.115470 -0.154320 -0.026618 -0.142490 -0.142490 -0.156730 -0.240740 -0.240740 -0.279010 0.110040 -0.157110 -0.157110 -0.053247 -0.961380 0.626920 -0.038986 -0.038986 -0.038986 0.107550 0.038728 0.091402 -0.157880 -0.157880 0.144250 0.137390 0.089759 -0.102200 -0.175630 -0.024155 -0.024155 -0.453330 -0.110150 -0.110150 0.080413 -0.596360 0.041982 0.022262 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 1.25398927 6.26042091 10.93095890 10.25077047 10.76997583 9.98725193 10.75213131 6.73665899 11.30287050 7.07234809 -1.55342615 2.61656943 6.96627587 11.61750346 10.74412896 8.88126786 3.54044890 10.84698529 6.24754021 8.69639311 5.75952339 10.75213131 -1.55342615 10.34901456 4.09049779 7.76971687 8.36102480 9.73204173 8.80074559 2.90606321 1.44662678 7.71309778 1.44662678 8.28426750 10.09903635 9.73319722 7.32928239 1.44662678 0.03153635 -1.55342615 6.99738613 12.07120652 11.88178493 2.53411142 10.13663744 9.91780661 14.07983342 11.89036009 8.38768693 10.73204173 9.70225824 11.21358247 5.50105374 12.08118511 9.61091797 10.76913103 12.64798771 0.03153635 4.44664002 9.80858327 11.3022867 12.4627513 11.6333728 -0.5534261 10.4859013 12.6093455 14.0265146 8.5261244 8.1830413 9.4821259 11.2911491 10.0054811 7.8107740 11.3401307 9.8195045 2.8389518 9.8351951 8.1101977 6.2214267 14.0983639 7.7887144 10.1221555 10.3038430 5.2015280 4.6754603 10.6966418 3.0316069 -1.5534261 9.2715982 9.2874173 12.1514077 11.9333489 10.8820493 10.5916163 11.7832855 9.5127286 NA 2.1470787 10.4461322 8.9377410 10.9635706 5.2148242 7.9384928 10.5157535 11.7428387 10.2031958 12.0168510 10.5797817 10.9060711 11.0145956 7.9464852 10.3721939 1.2539893 1.4466268 NA 8.2516415 9.8405661 9.6694345 10.5046312 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 & neck squamous cell carcinoma 40 1972 0 white not hispanic or latino 2 4 4 1 3 2 4 3 3 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 5 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 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 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 7 5 0 0 0 0 2.396391e-06 7.802203e-07 16.8067226890756 15.1260504201681 10.0840336134454 28.5714285714286 29.4117647058824 9.36749731 NA 10.55252232 0.78106590 0.04404433 10.11597648 9.48216601 3.54657348 8.94995566 14.92013653 8.61518784 6.40161852 9.64025705 NA 8.81335409 8.12976109 5.14560410 2.85141924 5.36599692 10.23265620 1.26645674 2.45911681 7.67827336 7.38984211 11.58758252 NA 10.94166066 10.87326146 10.92849225 NA 1.26645674 8.88663763 6.17334934 11.46016108 8.82542694 10.03019853 11.85316551 8.74566256 3.26645674 13.11485911 0.04404433 0.04404433 13.13610863 8.21064894 -1.54077824 11.43100752 9.57955014 12.22832280 7.32329080 -1.54077824 1.62900683 4.50350139 -0.54098814 13.92938140 13.55183345 12.32263679 9.46613215 13.01009201 NA 0.45911681 2.85141924 10.47172937 9.25514450 11.48181936 10.16516905 NA 18.31122126 18.91954069 8.72354730 NA 0.45911681 -1.54077824 12.26252961 -1.54077824 5.96689877 1.62900683 12.01476521 9.78497242 10.52956125 15.81440427 10.24863848 6.46472870 1.78102392 10.76659028 -0.54098814 10.01417324 12.64209498 8.79784112 12.00334479 12.71612426 NA 8.58322609 11.43781526 9.27368722 NA NA 7.47660932 4.79895257 4.07381167 11.07519413 8.41765761 9.59993459 0.04404433 NA 7.63901360 -1.54077824 10.43924434 9.03653355 13.28947145 12.75902826 9.40362648 11.16062786 -0.54098814 1.62900683 13.01021221 9.68310655 11.50742138 6.15954442 9.86197831 9.84334888 12.33274116 10.40015236 2.15953231 1.91853889 11.14297669 7.64398026 11.77439591 9.67524433 7.50622902 11.54358104 NA 8.64604850 8.04218740 NA 12.34212985 NA 0.00097064 -0.00180140 3.13160000 0.01042400 -0.02109800 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 -0.01064600 -0.12460000 -0.76518000 0.00930980 -0.00193990 0.00097064 0.00097064 -0.00180140 1.33640000 -0.74998000 -0.74325000 -0.74325000 -0.74394000 -0.74394000 -0.00636680 -0.74429000 -0.74429000 -0.75088000 -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 0.01405100 0.00055459 0.00889200 0.70626000 0.71697000 -0.01904000 -0.00567570 -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 -0.755 -0.755 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 -0.044 0.694 -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 -0.755 -0.755 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 -0.044 0.694 -0.125 -0.125 NA 7.48701115 11.01489217 12.27408772 12.12032618 10.62902979 9.88011765 1.45911681 11.97529729 5.37796704 0.04404433 3.41329620 5.13153187 8.61645180 9.92569106 15.72441766 2.50787074 11.71472355 9.03275188 9.52324790 2.91853889 9.88011765 0.04404433 10.28048023 3.04406182 9.47706852 3.78103441 10.52485755 6.46096367 2.70703880 1.62900683 6.54109352 6.28565374 9.03653355 7.67099325 8.80783306 7.11731583 0.78106590 0.04404433 0.7810659 4.2404670 11.4921836 10.9302719 12.5609164 11.8710129 8.7141335 11.2357435 12.0925542 6.7810331 11.6744861 6.6927243 12.0159700 4.3493087 12.6420950 7.3356217 10.3614799 12.3013156 11.2353322 1.6290068 11.2894219 11.3120244 11.8920381 11.3788992 0.7810659 10.8336009 10.8830086 14.6035037 9.5492173 8.4089313 8.4925278 12.6269933 9.0103614 7.9307799 10.1385849 9.3014550 5.3659969 11.4741713 9.1508483 5.8853694 13.1361086 11.4310075 10.2804802 9.4661321 5.0440662 4.5883848 8.7235473 0.7810659 -0.5409881 9.8259734 9.5055468 12.0033448 12.7161243 11.0857265 11.4378153 11.2410792 10.1070129 -0.5409881 5.1173169 10.0590966 7.3868825 8.7821595 6.0738138 3.9509536 10.4392443 11.6274635 11.1606279 11.6700805 10.1473552 11.0868667 8.6563215 5.7810318 9.1681887 -1.5407782 -0.2838431 10.1217732 6.4393023 10.3225168 9.6126568 10.1275466 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 & neck squamous cell carcinoma 61 1937 0 white not hispanic or latino 1 3 4 1 1 3 4 3 3 3 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 6 0 0 0 0 0 0 0 0 0 6 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 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 6 0 0 0 0 0 0 0 0 6 0 0 0 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 4 0 6 0 0 6 0 4.369401e-06 1.595178e-06 14.7727272727273 19.8863636363636 3.97727272727273 31.25 30.1136363636364 7.0608353 NA 10.7487478 1.2070182 2.7919599 10.4042226 0.9439588 7.3499641 8.7331791 15.3225644 6.8699713 8.2163680 7.8266146 NA 9.1337960 9.0608353 4.2659019 -0.3780068 11.1558598 10.0089836 1.7919807 NA 7.5820456 3.8699701 10.9563166 4.9074435 10.6695081 10.3806830 10.4354238 NA 0.9439588 8.6783290 NA 14.2375293 8.1118915 10.1876215 10.6530553 6.6773264 3.3769293 12.2714118 -1.3778193 NA 14.3546613 9.0025045 NA 9.7048578 8.8461777 10.9995251 5.8699701 NA NA 5.3769293 -1.3778193 16.0846653 16.1140833 12.5788733 11.3949764 12.2281015 NA NA 3.0143553 7.5077399 8.2182329 11.7725840 9.5986075 NA 18.9034211 19.6119686 8.7603151 NA -1.3778193 -0.3780068 11.5995022 -1.3778193 5.7095057 3.0143553 11.0245039 10.3350001 10.9490345 15.6909266 9.6353661 6.1218899 1.2070182 10.6259126 -0.3780068 9.7213911 12.4700452 9.0035862 11.3752601 12.2121625 NA 8.3702362 10.8864860 7.4800243 NA 2.5289463 5.4926544 3.9074483 3.4294017 8.8628348 8.2980002 11.1670078 -1.3778193 0.6220870 4.5527828 NA 10.3216159 9.4180830 12.8902929 11.4927933 9.6370054 11.6454512 NA 2.7095112 12.8483803 7.9839872 11.1814205 6.4612470 9.6454304 10.1514934 7.9212512 9.8811981 0.9439588 1.2070182 7.0896486 5.2070065 10.8499601 9.7075158 9.1028337 11.4180830 2.0814760 8.8955011 8.7121559 NA 10.3371474 -1.3778193 0.04068300 0.00000000 0.02903700 -0.09966700 -0.09966700 0.02279800 0.02279800 0.01412400 0.01412400 0.06788000 0.06788000 0.04195700 -0.30375000 -0.32559000 -0.32559000 0.28921000 -0.00062059 3.65690000 -0.10375000 -0.10375000 0.02451400 0.02451400 -0.59706000 -0.00200600 -0.27828000 -0.27828000 0.05587500 0.56215000 0.03291800 0.03291800 0.01831600 0.02406000 0.02406000 0.00000000 -0.61282000 -0.61282000 -0.61282000 -0.61282000 -0.28661000 -0.28661000 0.00332610 0.00332610 0.01356500 -0.09966700 -0.09966700 -0.09966700 0.02279800 0.01412400 0.01412400 0.06788000 -0.32559000 -0.32559000 -0.27434000 -0.27434000 -0.27434000 -0.00062059 -0.61963000 -0.11948000 0.02982100 0.02451400 -0.58328000 -0.01828100 -0.59706000 -0.26113000 -0.26113000 -0.00200600 0.03066500 -0.27828000 0.00993980 0.00993980 -0.27673000 -0.75081000 -0.71584000 0.56215000 -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 0.000 -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 0.000 -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 NA 7.0773701 9.8975859 11.7662236 10.2712995 11.0263866 11.2844892 -0.3780068 11.7182643 5.3769293 -0.3780068 0.2070182 4.1456041 10.6582170 10.4430201 14.6609838 3.7550264 11.4933711 8.7409845 8.8150390 3.3769293 11.2844892 NA 10.4718394 2.4294017 9.1911110 7.1880972 9.0261206 7.3901285 3.7095112 -0.3780068 7.4099458 4.5289338 7.6609621 9.6506402 9.4651793 7.3397200 -0.3780068 NA NA 6.064986 12.325298 12.069251 10.908312 11.024256 7.349964 13.014294 10.811868 7.946224 10.576967 4.349967 10.557577 4.786345 12.470045 9.283822 10.752614 13.979637 8.117899 1.429375 10.189524 10.971601 11.482548 9.597891 NA 11.667974 11.075314 15.189093 9.396007 8.708180 8.662333 11.057453 9.633501 8.530436 11.077884 8.600754 11.155860 11.091685 9.429398 5.633271 14.354661 9.704858 9.982891 11.394976 6.638851 2.709511 8.760315 NA NA 9.835148 9.994364 11.375260 12.212163 11.611260 10.886486 11.886339 8.941716 NA NA 9.186793 7.959665 9.804438 5.841211 7.001422 10.321616 11.650640 11.645451 12.808390 10.840909 9.444614 8.069126 8.260479 10.150009 -1.377819 NA 0.622087 9.266512 9.922968 9.786950 11.656670 6.912062 9.255038 4.888831 TCGA-CV-7433 49 1 601 NA head and neck stage iva t4a n2b NA male 1999 NA yes head & neck squamous cell carcinoma 16 1984 4 white not hispanic or latino 3 1 2 2 1 3 4 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 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.571812e-06 1.283078e-06 17.6056338028169 38.0281690140845 3.52112676056338 21.830985915493 19.0140845070423 10.9264806 -1.3707133 9.9752374 5.8289489 6.1211315 10.1626075 4.4106396 6.9601943 8.6405049 17.0698833 7.1876985 8.0021427 9.2467451 NA 8.9879291 7.4747678 4.6832585 5.1528405 4.6516430 8.7966957 5.2142414 1.6292867 12.5902752 8.0365456 11.3512313 1.6292867 9.8783912 10.7044226 9.7821962 1.7992117 4.9868296 9.0709147 5.2439889 13.8151210 10.0856322 9.3122724 11.4398494 9.1261314 8.6736720 12.1718260 4.2731354 -0.3707133 13.1976495 7.7866245 0.6292867 11.3493082 8.3157781 11.8004545 6.2946134 -0.3707133 -1.3707133 4.8387300 1.6292867 16.3415617 16.5885305 12.5638680 10.1577318 12.8112840 0.6292867 NA 4.6065547 10.2861495 8.9065651 11.0333549 9.6044092 -0.3707133 17.4683923 18.2767828 12.9756530 -1.3707133 3.0215863 3.7167385 11.9934124 1.2142492 8.6599449 5.7378030 10.5714183 10.5168791 10.2762864 16.2341132 9.0108207 6.5421667 4.6953647 11.6786158 0.6292867 9.7259928 11.4997619 10.2735847 11.2894965 11.7635436 7.1489138 8.1271297 11.0073015 8.2236021 NA -1.3707133 7.2179926 7.4934640 6.2366074 9.8960643 9.5993836 11.3308008 0.2142492 2.4366416 6.3908293 -1.3707133 10.7941847 7.5863797 12.4523464 10.6575292 9.2315776 10.6838820 NA 6.1291243 13.4412043 8.5688568 11.2419159 8.7286256 9.6268594 9.9920106 10.1780996 11.1397947 5.4872580 0.2142492 11.2517872 8.0280215 11.7933990 9.5203018 9.0183713 11.3467400 1.6292867 9.0540529 8.3924900 1.4366416 10.3824944 2.8772142 0.00638710 -0.06100200 0.78640000 0.00027728 0.00027728 0.00458000 0.00458000 -0.04495700 0.20534000 -0.07960900 -0.07960900 0.27931000 -0.16166000 -0.16166000 -0.03776200 -0.03776200 -0.00209050 2.04350000 -0.00281630 -0.00332430 -0.00097017 -0.00097017 0.13717000 -0.03286000 -0.16128000 -0.16128000 -0.01064600 0.01279500 -0.02985700 -0.02985700 0.12609000 0.00638710 0.00638710 -0.06100200 -0.14694000 -0.14694000 -0.14694000 -0.05657700 -0.18949000 -0.15324000 0.17679000 0.17679000 -0.15631000 0.00027728 0.00027728 0.18207000 0.00458000 -0.15618000 -0.16980000 -0.17803000 -0.44329000 -0.03776200 0.03002900 0.03002900 0.03002900 -0.00209050 -0.15860000 -0.00816240 -0.00097017 -0.00097017 0.07275800 0.08869200 0.15114000 0.42167000 0.41798000 -0.04270500 -0.03286000 -0.16128000 0.03298600 0.03298600 0.14995000 0.01279500 0.01279500 0.01279500 0.000 0.000 0.000 -0.157 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 0.000 -0.157 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 -1.3707133 6.2067057 11.0680696 11.4067386 12.0448875 11.2827946 10.3941494 5.5600148 11.7164090 9.2785338 -0.3707133 1.4366416 7.1567546 9.9001571 10.1508782 13.8115557 3.6789057 11.2123605 8.9455591 9.1324774 7.9330586 10.3941494 NA 10.0912686 5.3157800 8.1285455 9.0097388 9.4171804 7.6555801 4.6953647 3.1528324 6.6065577 5.9054014 9.7246748 11.5044511 9.4114570 7.2179926 3.0887013 4.2439889 -1.370713 7.180025 11.205762 11.344163 10.156755 11.210478 10.934770 11.559276 11.256812 8.565916 10.747245 7.051343 10.318839 4.781459 11.499762 8.982425 10.422068 12.956159 7.527124 1.799212 10.325811 10.6997342 12.1172434 11.5172598 1.6292867 11.3537916 10.2883816 13.8785757 8.7764827 8.8592981 8.7598482 11.7908820 9.2230610 8.2803295 10.5096266 9.1905657 4.6516430 10.9273403 7.7508115 7.9757912 13.1976495 11.3493082 10.3783091 10.1577318 5.5119202 7.6681964 12.9756530 0.2142492 0.2142492 9.7147502 9.5248529 11.2894965 11.7635436 10.4566204 11.0073015 11.2848084 8.9112077 0.6292867 1.9512148 9.8504902 8.0083311 10.5259886 6.6349025 7.1331032 10.7941847 11.2203325 10.6838820 11.7062603 10.4965564 9.9324876 10.3087578 7.6151198 10.0151401 5.4747670 1.2142492 4.1838676 9.8174771 8.9635510 9.9601946 10.3113945 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 & neck squamous cell carcinoma 80 1958 1 white not hispanic or latino 1 3 5 3 1 3 4 3 3 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 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 4 1 0 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 0 0 0 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 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 0 0 0 0 0 0 0 0 6 0 0 0 0 2.704867e-06 8.669447e-07 22.8571428571429 13.3333333333333 6.66666666666667 30.4761904761905 26.6666666666667 8.2800595 NA 10.8385608 -1.3763204 2.9455702 10.5847225 7.9136536 2.8715677 8.7334652 16.3330825 7.5305249 8.1013927 9.5850842 NA 9.5222361 6.7529171 4.6460013 NA 2.5305203 8.4565244 2.9455702 NA 8.3768512 5.9545523 11.5903203 4.1471927 9.5267633 10.4862719 10.0111135 0.6236796 2.3240617 9.4658514 NA 14.3565175 9.3490010 9.7188471 11.7081108 6.8476362 5.5424964 12.0817848 0.6236796 NA 14.5924589 9.4947698 -1.3763204 12.7600651 8.9553689 12.4655920 8.4422166 NA NA 5.8810234 3.0159435 15.7722797 16.9854789 12.6670866 11.0223783 13.0686494 NA NA 2.3240617 11.7375395 10.0430682 11.3385240 10.5980491 1.2085797 18.8556350 19.5457930 10.1457257 NA 1.6236328 -1.3763204 11.6692236 NA 6.2085972 4.6680283 11.3292000 10.7606257 10.4963094 16.1420111 9.3549537 NA 1.7935630 11.3017945 1.2085797 9.8662133 12.3909790 7.1934899 11.9758160 12.0105749 NA 8.4066328 11.2200573 1.7935630 NA NA 8.0194256 4.2674909 2.2086109 9.6625536 9.0202394 10.9726393 -1.3763204 0.2086421 6.1782226 -0.3763204 10.5752836 9.3810246 12.5046529 11.0843465 9.4718819 11.1884986 NA 2.6236328 12.5738260 7.3031149 12.1157381 5.8524534 9.3729678 9.9845036 10.5905005 11.7857111 1.6236328 0.9455328 7.6734829 8.6250429 11.3787308 9.3634151 9.3617269 12.0763906 1.7935630 8.8699951 9.0707178 -1.3763204 11.6201081 -1.3763204 0.01000600 0.00152550 1.28960000 -0.00712980 -0.00712980 -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 -0.00041585 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 -0.01835300 -0.00712980 -0.00712980 -0.01304000 -0.01711600 -0.01546000 -0.02575600 -0.67939000 -1.29290000 1.14120000 -0.68540000 -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 -0.01050800 -0.03599300 -0.03599300 -0.04034500 0.15248000 0.15248000 0.06880800 -0.638 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 -0.105 0.569 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 -0.638 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 -0.105 0.569 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 NA 6.7885422 10.7963746 11.8981583 11.2272609 10.7727466 11.2223850 NA 11.5886974 4.2960609 -1.3763204 1.6236328 5.9899564 8.6611817 10.2661377 13.5337151 3.1553283 11.1901644 8.8798433 8.9145520 4.6680283 11.2223850 -0.3763204 10.7919933 3.2085953 8.2592800 6.8668091 10.5832743 6.9166928 3.5305203 -1.3763204 8.1353871 5.2674909 9.0758759 10.3876768 8.7554915 6.7216666 1.6236328 NA NA 9.692413 11.324508 12.516837 9.648082 10.789170 8.516936 9.775919 11.739003 10.127460 11.347935 6.793559 9.794186 4.270947 12.390979 10.719032 10.790112 12.524492 5.481615 -1.376320 9.196335 10.7558129 12.4621491 11.1963348 NA 11.4657885 10.9379346 14.9942696 10.0830663 9.4955399 8.8632332 12.5244071 9.3234674 7.5395140 10.6860181 9.6625536 2.5305203 10.7663799 9.0191687 5.6123201 14.5924589 12.7600651 11.0504235 11.0223783 5.2818466 5.6789170 10.1457257 NA NA 9.3464422 9.0456993 11.9758160 12.0105749 11.0970867 11.2200573 11.8467313 9.9905032 5.7216679 6.5305249 10.0995200 8.1254718 9.3843544 3.5305203 7.0789620 10.5752836 11.2158580 11.1884986 11.8327833 10.6635818 10.3947113 9.9745738 7.2674909 11.1899265 0.6236796 NA -0.3763204 8.2096673 9.6080531 10.1378554 11.3549536 7.0624261 8.7923068 4.3515577 TCGA-CV-7435 57 1 4680 NA head and neck stage iva t3 n2b NA female 1999 NA yes head & neck squamous cell carcinoma NA 1959 2 white not hispanic or latino 2 2 5 2 4 1 1 2 1 1 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.323412e-06 6.935557e-07 12.6436781609195 22.9885057471264 0 29.8850574712644 34.4827586206897 10.8948294 NA 10.4962142 5.7424725 5.6244168 10.3188215 5.5673842 6.7527406 8.6131891 16.0445526 7.2461838 6.9032082 7.8939598 -1.3868456 8.5125461 8.8432094 4.9882302 2.5200702 3.5200828 8.6230178 2.7831213 1.4205632 13.5166944 10.1892009 11.9153996 NA 10.8587418 10.6883339 11.1682574 3.1367492 5.4711712 9.6152517 NA 14.1209218 9.5417075 9.5809845 12.0854991 9.1070444 8.3291510 11.6662664 3.5200828 NA 11.6179362 8.6873305 0.1981169 10.1333167 10.0973725 12.2440249 7.3613815 NA 0.1981169 1.6132016 -0.3868456 15.2101929 16.0350866 12.4293067 9.8699875 13.1365672 -1.3868456 0.9350825 5.1677794 10.5038333 9.6765841 10.9368068 10.0828308 -0.3440987 16.9294794 16.9930370 11.2205194 4.1050411 3.0726203 2.9351203 12.4829757 NA 9.7210600 5.7831135 11.3370419 10.8420078 9.9789647 16.1483279 9.4437042 6.7578473 4.6575828 10.4464745 -0.3868456 10.0797754 12.6967124 10.3227037 10.1455450 12.1525902 -0.3868456 8.6711808 9.4742760 7.4492395 NA NA 5.7732632 7.4958318 6.8563633 10.4361582 10.6452347 9.9491376 2.8611217 3.4711745 6.4397378 NA 11.4002754 8.7642055 12.8524146 10.9209591 9.7689243 9.9619172 NA 4.6575828 13.3479516 8.5789734 11.4802747 9.4365562 10.5439375 10.2838586 7.7138511 11.1983864 5.6575828 0.1981169 10.4727238 8.3780607 12.4882664 10.6170583 9.3805459 12.0588506 3.6131898 9.7009238 8.9203898 0.1981169 10.7482570 2.6131780 0.135830 0.135830 1.213400 0.714900 -0.166880 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 -0.472280 -0.146820 0.070530 0.626060 -0.140780 -0.113250 -0.333180 0.085410 -0.468230 0.129180 0.135830 0.135830 0.135830 -1.077400 -0.450070 -0.436040 -0.436040 -0.444050 -0.444050 -0.143460 -0.130310 -0.130310 -0.166880 -0.166880 -1.047100 0.078740 -0.449320 -0.449320 0.077165 -1.039800 -0.445560 0.130360 0.130360 0.127710 -0.162300 -0.158990 -0.176770 -0.463760 -0.441890 -0.153360 -0.174140 -0.150930 0.110080 0.110080 -0.497260 0.070530 -0.766780 -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 -0.3868456 6.4835530 11.0504210 11.5604607 11.0638848 9.7597577 10.5465109 7.9882285 10.8100985 9.5608259 NA 3.0055078 6.1754308 11.4094315 9.9541518 13.9606720 2.7065748 11.8145472 7.4897059 9.0685676 5.9441065 10.5465109 NA 10.4120658 4.2278951 8.6291894 8.1010291 9.3945489 7.9978863 4.1677754 -0.3868456 6.8752837 2.9351203 8.7540190 10.7282327 9.4269702 6.7217131 1.4205632 4.1677754 0.1981169 6.2056467 11.4217511 11.4413235 10.5487224 11.7488983 10.9688154 11.5820358 12.1574290 7.9773234 11.4686416 7.2714005 10.6879995 4.5587513 12.6967124 9.9135415 10.7275821 12.8730897 11.7743209 3.9351203 10.6493626 10.4862486 11.9652325 10.4912399 -1.3868456 11.8585932 10.9297534 14.1358920 8.8869848 8.9882285 9.3274345 12.5003145 8.6908326 8.8091765 10.3377030 9.2988139 3.5200828 11.1598424 7.8658545 9.2507196 11.6179362 10.1333167 10.0787555 9.8699875 5.0394543 6.6792788 11.2205194 4.8611167 0.1981169 8.8974347 11.4108506 10.1455450 12.1525902 11.1170148 9.4742760 11.7153288 9.8359839 0.9350825 6.0889218 9.5240866 9.0837157 10.4523928 8.4027226 6.4586789 11.4002754 11.7248138 9.9619172 12.3561300 10.3554984 10.2126371 9.6167069 8.1030370 9.2731848 3.8226384 0.1981169 6.0140696 8.4292289 9.6452347 9.8060983 10.9043598 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 & neck squamous cell carcinoma NA NA NA NA NA 1 4 3 2 3 2 4 3 3 3 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 3.779879e-06 1.456467e-06 29.1390728476821 25.8278145695364 4.63576158940397 25.8278145695364 14.5695364238411 9.0756110 -1.1782082 10.2113947 -0.1782082 1.9916806 10.0667218 7.9381076 5.6161783 7.7904300 15.2583611 8.1278252 7.6828507 8.6275073 4.0696936 9.0041578 8.7301559 5.4496604 6.1163835 11.1086099 9.0324348 1.9916806 5.4656186 7.0360824 6.0312165 11.3973027 NA 10.9471769 10.2167620 10.8722923 1.1437199 1.6291001 8.1281898 NA 12.0597202 8.0744289 10.3720292 11.7528702 6.7701300 8.0673160 11.4327882 7.3295578 NA 11.7241386 7.3055793 1.8217510 9.4086032 5.5430009 13.3080328 7.1793150 NA -0.1782082 6.4216761 2.2811938 15.3569999 14.9589803 12.4151545 10.3020487 12.3687784 NA 6.2140801 -0.1782082 11.3467948 8.3354908 11.7907901 9.7664754 -1.1782082 17.3425662 18.6144152 13.9358717 3.5766552 0.8217918 0.8217918 11.8301920 NA 5.7165822 -1.1782082 10.4993817 10.6673514 10.3982477 15.4043171 9.4086032 7.5152504 3.6291234 11.2482903 0.8217918 10.3511940 13.1598605 10.7576651 10.8076054 11.9684912 -0.1782082 8.3156188 10.8437844 8.4160881 1.4066999 NA 5.6666259 2.9092355 5.6672535 11.5524458 11.4069607 10.8068938 -1.1782082 5.2140821 7.4474726 NA 10.6820744 9.2406702 13.3589818 10.5169917 9.1391760 11.1563160 -0.1782082 NA 13.3337013 9.6355446 10.6315315 5.9916874 10.0306074 9.6103920 4.6031219 10.6909716 1.8217510 -1.1782082 7.6323351 7.9765813 11.0747244 9.5239361 8.6936685 10.9345287 2.9092355 7.9991832 8.9866703 NA 9.3075927 -1.1782082 0.65903000 0.51856000 3.65690000 1.08290000 1.06450000 -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 0.48988000 1.49600000 0.53029000 1.07740000 -0.02589300 -0.01064600 -0.04577000 0.52013000 -1.29290000 -0.05684600 -0.02342900 -0.02342900 -0.02342900 -0.02342900 -0.03095000 -0.03095000 -0.04061600 -0.87977000 -0.63301000 0.56010000 -0.01602500 -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 0.12079000 0.19908000 -0.00401620 -0.00691950 0.00305220 -0.03272300 -0.04983000 -0.01642900 0.49960000 -0.01560400 0.30090000 -0.54885000 1.07550000 0.000 0.000 0.000 0.000 1.532 0.541 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 0.541 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 -1.1782082 7.1209719 12.1928594 10.4848768 11.4561207 10.5165565 10.6234718 2.1436873 9.8729723 7.4835417 4.8661563 4.9510469 7.5699566 11.9327360 10.1238311 13.7683499 4.4799742 11.6500983 8.1593855 8.8270511 4.9510469 10.6234718 -0.1782082 10.7279024 3.8217612 7.9040457 6.4142201 9.3705178 8.4758801 3.4067271 NA 6.8441308 6.4728159 8.2501236 8.9052429 10.2076258 7.9276719 2.4067271 NA -1.178208 5.196804 10.333516 12.811329 9.538583 10.705934 8.985413 14.943054 12.492088 7.511761 12.013902 9.441066 10.983840 6.040835 13.159860 9.305579 10.897911 13.915649 12.474608 1.406700 10.114660 10.6703864 12.4220248 11.8263350 -0.1782082 11.4483850 10.8245785 15.2552339 9.0720618 9.5273959 9.5564731 12.9333067 8.9281562 8.3295582 10.1244023 9.6641137 11.1086099 10.7013467 8.7976113 5.9613154 11.7241386 9.4086032 10.1048518 10.3020487 5.4941884 4.6291176 13.9358717 6.5699558 -1.1782082 9.6435373 10.5152504 10.8076054 11.9684912 11.0646398 10.8437844 11.1201125 9.1515598 6.7346527 5.0505801 9.6612978 9.2345978 10.7506519 9.1071655 4.9715114 10.6820744 11.5992242 11.1563160 11.8995805 10.3359843 10.6267011 7.8104482 7.6355447 10.2563916 1.4066999 NA 6.9510469 9.6140088 9.6609673 10.0115880 10.8589671 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 6 1 1 4 1 4 1 1 1 0 0 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-1.1840967 8.9771691 4.4567142 12.5709247 5.8713188 NA -0.1839328 4.7933185 2.6233987 15.4390464 16.3194012 12.3094949 11.0704753 12.1818128 -1.1840967 NA 4.6233928 11.2029774 9.1379653 11.0621839 9.9990522 -0.1839328 17.4502773 18.1545536 13.0015321 NA 2.1379625 0.8160672 11.8169174 -1.1840967 10.8181489 5.1558868 11.1029963 10.4553779 10.4963967 16.2081281 9.3038773 5.5842229 3.2754690 11.0199969 -0.1839328 10.5759254 11.6439177 9.6817704 11.0793064 10.3542261 -0.1839328 8.4866935 10.7829031 6.4955177 NA NA 6.3081315 6.8549556 9.7651344 8.8848155 11.0055529 10.7965338 4.4010024 -0.1839328 7.2126423 NA 10.8628201 9.1060559 12.7669575 11.1057679 9.6389743 11.1558871 NA 5.0254895 13.5469849 7.7933172 11.1103707 9.3858928 9.6344196 9.8051265 8.8740288 11.5345700 4.2754690 1.1379625 8.8699630 8.8397915 11.8174453 10.4666402 9.5190756 11.6703212 3.2754690 8.7452955 9.1680806 -0.1839328 9.5900005 2.6233987 0.0218840 0.0218840 -0.0226060 -0.1359100 -0.1359100 0.0482620 0.0482620 0.0203430 -0.1314700 -0.3718900 0.8447500 0.8447500 0.0458490 0.0458490 -0.0952520 -0.0952520 0.0317910 0.0317910 0.0107030 3.6569000 -0.0364010 -0.0364010 -0.3319100 0.0452820 -0.1153500 -0.1153500 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 -0.4564000 -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 0.0317910 0.0376410 0.0296060 -0.0364010 -0.0364010 0.0593660 0.0593660 -0.3319100 -0.1676400 -0.1676400 0.0452820 0.0452820 -0.4844600 0.0048896 0.0091705 0.0000000 -0.1679000 -0.1695500 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 4.8384073 6.7875813 10.9875267 11.4961769 10.7464049 10.3939380 10.4937568 11.2198481 10.6229894 8.5233961 NA 2.7229250 6.1823586 9.2907571 10.4666402 13.6222847 3.5751913 11.4145550 7.6489270 8.4209055 5.8713188 10.4937568 -0.1839328 10.9686389 4.3396006 8.3380500 7.0352060 10.0046260 8.3281848 3.7702370 1.1379625 7.3474185 0.8160672 8.6662240 9.6322208 9.9186690 6.5507468 2.5164691 1.9859740 NA 7.087500 11.680804 11.276232 10.169184 11.340334 8.803301 10.260017 11.110083 8.299853 10.685631 6.960696 13.868350 4.194552 11.643918 10.931406 10.422905 12.998873 8.920636 3.623387 9.177981 11.228342 11.990651 12.157973 NA 11.627010 10.741221 14.854848 9.566744 9.349367 9.049657 12.482261 8.907314 8.841177 10.987839 9.670126 3.063969 10.389684 8.786143 9.535426 10.612482 8.977169 10.353741 11.070475 5.173587 7.934978 13.001532 3.137962 -1.184097 9.375414 11.340089 11.079306 10.354226 11.504287 10.782903 11.594936 9.754882 2.137962 2.401002 9.979618 8.327790 12.173452 7.995946 4.648926 10.862820 11.616735 11.155887 12.306888 10.752675 10.482705 9.927173 7.988465 10.593703 3.208361 -1.184097 3.945317 9.219593 9.691786 9.636216 10.540125 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 & neck squamous cell carcinoma 21 1981 NA white not hispanic or latino 1 2 1 1 1 2 2 2 3 3 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 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 0 0 0 0 0 0 0 0 1 0 4 7 0 0 4 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 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 5 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 6.242002e-06 1.456467e-06 13.215859030837 16.7400881057269 10.5726872246696 36.5638766519824 22.9074889867841 11.2586915 NA 11.2711844 1.9540101 0.2169825 10.9389860 NA 4.3599920 8.5920716 15.1251278 7.9058653 6.7405944 7.7458121 -1.3681041 9.0760494 8.4822566 4.5147156 1.4394104 2.3325074 10.0945722 -0.3679180 -1.3681041 3.2759308 2.8799998 12.0964880 -0.3679180 10.0276040 10.9426827 10.2380122 -1.3681041 2.3325074 9.2671622 0.6320820 13.5693977 9.5124187 9.9398115 11.7464629 7.1904904 6.8169452 12.0277379 2.8019864 -0.3679180 14.3504154 9.6411986 NA 10.6436465 6.0730211 11.8921073 7.0071091 4.7214383 -0.3679180 5.0071103 2.2170446 14.5081788 15.0263324 12.3539167 10.1319157 13.4963528 3.6764592 -1.3681041 3.5389602 11.2380123 9.0801862 10.6025353 9.8113570 1.9540101 14.9174540 17.4233635 9.8360295 6.5449598 0.2169825 NA 12.0227762 NA 6.3936204 4.6764649 11.8507723 10.5078192 10.4602063 16.0153860 10.6292493 5.8119796 6.8019954 11.0130719 NA 11.0690416 11.4045123 10.0520300 10.0081953 11.8076194 -1.3681041 8.9312780 11.8314355 6.6376943 NA -1.3681041 4.3016608 4.8019967 5.5745829 9.0572856 8.7062114 10.6610119 2.7195339 NA 3.9174699 NA 11.1239229 10.1229208 12.9241758 11.5263192 9.8898290 10.5808021 NA 0.6320820 13.4031982 7.6348851 11.2929571 6.3531698 9.8610930 10.5030202 5.7818161 12.4768737 4.8415254 -1.3681041 10.6355878 8.3633888 12.2365073 10.1428340 8.7703418 11.7463002 3.8415203 9.4083219 9.5833545 -1.3681041 8.7969767 0.2169825 -0.03776200 -0.03054000 0.03129500 -0.07694500 -0.07694500 0.25386000 0.25386000 0.52206000 0.52206000 0.48570000 0.48570000 0.48570000 -0.12187000 -0.12187000 -0.14862000 -0.15720000 -0.03439000 0.11873000 0.30585000 0.29443000 0.23287000 0.25168000 -0.04901900 -0.00843850 0.98597000 -0.38164000 -0.04617700 0.05694000 -0.38246000 -0.04443500 0.92057000 -0.04048000 -0.05131600 -0.40407000 -0.02356600 -0.02356600 -0.38638000 -0.38638000 -0.15745000 -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 0.04372300 0.00930980 -0.00843850 -0.00843850 -0.38164000 -0.32286000 0.00041593 -0.19312000 0.05353400 0.05353400 0.05353400 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 NA 7.3080268 10.5438363 10.9816276 10.8320488 10.5786106 11.5120359 6.0750127 10.8283646 4.3325074 NA 5.1398665 6.6927661 8.6558241 10.4089141 12.8639660 1.8845588 11.2424027 6.3802619 8.6454761 4.9719206 11.5120359 0.6320820 11.1602797 3.8799998 7.7539662 6.5509330 10.0786156 8.4329536 1.2170446 2.2170446 7.2430949 4.3599920 8.0286747 9.5635462 9.6250081 7.8317424 0.2169825 1.2170446 -1.368104 6.538960 12.823669 13.691408 5.201924 11.927695 8.786888 10.494320 11.469106 6.908194 11.250914 9.395282 11.539524 3.638364 11.404512 9.567235 11.022239 13.386002 7.205717 2.953992 10.531427 10.519290 12.526130 11.634533 -0.367918 9.868084 10.934994 14.835245 6.155632 10.323377 9.353169 10.956532 9.383974 7.091501 9.950613 9.515477 2.332507 11.514522 8.706211 8.971920 14.350415 10.643647 9.969692 10.131916 5.771622 6.490050 9.836030 1.954010 -0.367918 8.976366 10.000576 10.008195 11.807619 11.694453 11.831435 12.193477 10.573117 5.246780 -0.367918 9.634371 9.319927 9.576050 7.496256 1.954010 11.123923 12.694875 10.580802 12.014424 9.850633 10.704872 10.415887 8.109828 9.695465 NA NA 3.155636 7.884357 10.282673 9.985768 11.370795 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 & neck squamous cell carcinoma 86 1958 2 white not hispanic or latino NA 4 3 2 3 2 3 2 3 3 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 4 0 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 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 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 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 7 0 0 3.987945e-06 1.352434e-06 13.3757961783439 28.6624203821656 5.73248407643312 31.2101910828025 21.0191082802548 8.9621441 2.2342254 11.2183135 2.1187584 3.6630713 10.8946311 8.7923501 7.2752511 10.1471131 15.5670349 9.4474215 6.5561519 9.3870937 -0.4661377 9.7062116 9.3658828 5.5890653 4.9431759 2.2342254 10.6569354 0.5337627 3.2886686 9.6311578 4.8913366 11.9704956 5.6318173 11.0561204 11.2756723 11.7132266 3.3534503 4.8736360 9.9672443 5.4995685 13.0238828 7.8214966 8.8745910 13.0043794 8.7805247 9.3847522 12.7456723 4.3666719 4.4406732 14.1163383 9.3427483 -0.4661377 11.6439410 7.3185826 12.7155637 8.1055367 0.1187584 3.2342254 5.7136931 0.5337627 14.4960199 14.8021749 12.1017496 9.3379151 12.6372358 2.2342254 NA 4.3411389 11.5472812 7.4466731 11.2185327 11.2174366 NA 15.6497752 18.1030100 10.6527251 7.5053273 2.1187584 2.4406865 12.1780910 -0.4661377 7.8602136 2.4406865 12.5131824 10.5554580 9.4923367 14.2221163 10.7834900 7.8511968 6.4879799 10.4286018 3.2886686 9.7174194 14.8691981 9.7024562 12.2664814 12.1709749 6.8511968 8.6225724 11.9314587 8.6410012 -0.4661377 NA 6.2203551 6.0729418 6.0175990 11.2042190 10.0008800 8.9303887 8.1206236 -1.4663370 8.8691743 NA 11.5701294 9.3167823 12.4152804 11.8954537 10.4494730 11.1814673 3.2886686 2.4406865 12.5325507 9.6848005 11.5547640 8.4346507 11.1673288 10.5425312 9.7607983 10.1776402 4.4879815 2.5337876 11.7040221 10.1050627 12.0829670 11.1334644 8.9066492 11.7470402 5.0256357 9.8970701 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 -0.4661377 8.5822707 11.0811606 11.2346572 10.3511675 9.4240483 9.6822606 0.8557506 9.6907076 7.3151441 3.7037098 4.9260991 8.0748806 9.8058306 10.9720561 13.2243823 2.3524196 11.7499236 9.7024562 9.3900384 5.1631404 9.6822606 3.3917677 11.1654158 3.0573463 8.3192363 5.4164277 11.0760905 9.6225259 4.9600483 7.7626026 6.9808673 4.1776388 9.3298237 8.7395771 9.3003130 7.6132686 3.2886686 5.9849949 0.1187584 5.6423088 10.7629032 12.5964061 12.0782655 11.2366060 9.4762984 10.2233453 11.4691333 9.1159259 12.3469640 9.0922048 12.0725792 4.9894388 14.8691981 7.4255676 11.5208704 11.7184626 11.6215783 1.9932033 11.1466525 11.2922154 11.8500655 10.2263995 2.2342254 12.3707220 10.6357597 13.9733546 11.2984483 9.8962758 9.7662049 13.8026184 8.6223469 9.0054592 9.2836535 10.1299738 2.2342254 12.3802538 9.1262411 7.8238028 14.1163383 11.6439410 11.6436147 9.3379151 5.8825110 5.6630656 10.6527251 6.2202855 NA 9.7130711 10.4372893 12.2664814 12.1709749 11.2830250 11.9314587 11.7726365 10.2629799 6.4406749 2.9932215 9.2338162 8.0951675 10.4744646 5.3792744 3.9261038 11.5701294 12.6651587 11.1814673 12.1480338 10.2084176 10.9429097 9.2786179 7.4072278 9.9261014 0.8557506 5.7529519 7.3314455 8.6470313 10.7826010 9.9109945 10.7018293 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 & neck squamous cell carcinoma 35 1961 NA white not hispanic or latino NA 1 5 2 4 1 5 1 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 4 0 0 5 4 0 7 0 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 0 1 0 0 1 4 0 0 0 7 4 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4 7 4 7 0 0 0 0 1 4 0 0 0 0 0 5 4 4 4 0 4 0 0 0 7 4 4 0 0 1 7 0 0 0 0 0 0 0 0 0 0 4 7 4 0 4 4 7 1 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 1 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 4 4 0 1 0 0 0 0 0 4 0 0 0 7 4 4 0 0 0 0 0 0 0 0 4 0 0 0 4 7 4 0 1 4 0 0 0 0 0 0 0 0 0 1 0 4 0 4 0 0 6.443133e-05 3.23197e-05 12.3408769448373 37.3408769448373 0.424328147100424 43.4229137199434 6.47100424328147 9.2498328 -1.6896599 10.6539945 4.1431403 6.5817173 10.5462678 0.3102238 8.0981563 9.5933420 16.3175384 8.2350660 6.8989677 7.9212786 -0.6896599 9.7557857 9.5534275 6.0360637 5.0651414 10.2968067 9.2171442 1.4801617 1.1176286 11.8780909 9.2629947 11.7469651 3.3102529 10.2960955 10.8271847 9.8914541 NA 4.8338161 9.5795322 NA 15.0311518 9.8244745 9.1079151 11.8537688 8.0718050 7.9341349 11.5953667 4.2171454 NA 13.5320295 10.7193792 -0.6896599 12.1631731 4.5895418 12.0760576 6.3924033 NA -0.6896599 4.1682329 -0.1048525 14.3286239 15.3738163 12.0845259 10.4217153 13.2767590 2.3977208 -1.6896599 5.2527676 12.3412655 10.7412287 10.1083203 10.7938175 -0.1048525 15.4821679 18.9850555 10.0279300 -1.6896599 2.4801876 2.0107082 11.9483500 NA 10.8247211 3.8338110 10.9180739 10.3165797 9.7578535 15.4691196 10.0981561 3.2171376 6.9175833 10.7304770 1.4801617 9.1728910 12.5900078 8.1336205 9.1022303 11.4342133 1.6321751 8.4056508 11.3074330 8.7132655 NA 0.8952251 5.0249092 6.2586207 7.9755895 9.5534275 10.1159974 9.8552180 3.6321868 NA 6.0313533 NA 11.7703254 9.1256369 13.0298028 11.7440998 10.6797146 11.6352779 5.9396098 5.5000786 14.0072211 8.1588767 11.6266765 8.8130853 11.3511666 10.2522365 11.4976056 11.2808987 3.2171376 2.9541032 9.8026075 8.7819288 12.2237975 10.1936605 8.4369580 13.1368021 2.9541032 9.9403068 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 2.6321751 8.3857326 10.8239811 11.9638824 10.8207705 10.5860871 10.2878913 9.1951871 10.0275016 9.0809174 NA 1.7696871 7.7068586 10.7645528 10.7609493 12.9203181 2.4095539 11.5168101 8.0800916 9.1197162 5.9027103 10.2878913 5.6765749 10.5939208 2.7696871 8.7521291 6.3436761 10.6392089 9.8960658 5.0651414 -0.6896599 6.6366826 2.8952251 8.5438732 8.8367529 9.9450647 8.1383901 1.6321751 3.8338110 NA 7.258621 11.729555 12.006322 11.171728 10.545969 9.527605 10.673567 12.241268 8.977365 11.183698 8.206586 10.600272 5.662166 12.590008 9.930015 11.102841 12.811295 9.391737 4.614033 10.575869 10.4135414 11.5836121 11.6610547 1.8952251 11.2962733 9.8634028 13.5968460 9.7650669 9.4376031 8.8503816 12.5276055 9.3593602 8.5688195 10.5962279 9.9622021 10.2968067 10.9031777 9.4580945 7.2380311 13.5320295 12.1631731 10.8333254 10.4217153 6.7614648 5.7614635 10.0279300 2.6321751 -1.6896599 10.1127700 8.1304326 9.1022303 11.4342133 11.5586259 11.3074330 11.7900338 9.8561833 4.4395367 4.1682329 9.8012649 8.5661557 11.6154603 5.5197054 2.2171376 11.7703254 12.5221419 11.6352779 12.3733115 10.1300335 10.7420123 9.1852350 7.9231218 9.2328380 1.1176286 -0.6896599 0.3102238 8.3468944 10.4951289 10.4141970 10.8018562 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 NA NA 2 3 2 3 2 3 0 0 0 0 0 0 7 0 0 7 0 0 0 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 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 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 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 4 0 0 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 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4.958923e-06 1.109689e-06 21.4689265536723 59.8870056497175 2.82485875706215 11.2994350282486 4.51977401129944 6.9862027 NA 9.4292444 -0.4146528 3.1702936 9.4417488 10.0841725 6.1088861 9.0365344 16.4429884 7.4055023 8.2506589 7.8936625 NA 8.2435349 8.5853231 4.1702856 3.3926746 7.2648029 7.4618404 1.1703097 NA 8.5568666 4.1702856 10.4694938 4.3926815 10.6365322 9.7184654 11.1972701 2.1702776 2.5853231 9.6499447 NA 12.9783114 8.8822395 8.5278378 11.0645982 8.6701315 4.9072512 13.9669338 0.5853472 NA 12.0142068 9.3926781 -0.4146528 11.9125952 14.0627609 12.6399275 6.1702856 NA NA 5.6514134 NA 16.1376019 15.7755287 11.8456547 10.7849956 12.3730218 -0.4146528 NA 1.1703097 11.0751712 9.3047120 10.6833553 9.9722634 -0.4146528 19.7317365 18.0525825 10.0549650 NA -0.4146528 NA 11.7347528 NA 6.8141415 8.6297172 11.2591976 10.6338101 9.9636180 15.2935180 9.4166306 1.5853472 1.5853472 10.7880592 2.3926746 9.0241152 12.1154857 9.6820384 10.8544499 12.5563278 NA 8.0115879 10.9587322 3.5853231 NA -0.4146528 7.0771768 5.0115896 4.4433016 7.9027357 8.5825026 10.9549205 -0.4146528 NA 2.5853231 NA 11.2766305 7.7042640 13.1955407 12.6012609 10.0786984 10.5611712 NA -0.4146528 13.7519571 6.4182136 11.0005368 6.2995689 9.1684059 10.4476661 12.9268420 10.7261530 2.9072560 NA 9.1167047 8.3132436 11.8014628 7.6514127 9.1494728 12.6549408 1.1703097 8.4729702 7.4801407 NA 12.9928566 -0.4146528 0.00388540 -0.00041585 0.00083195 -0.00097017 -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 -0.00318590 0.00013863 -0.00110870 0.00569190 0.00065884 0.00065884 0.00430210 0.00388540 0.00388540 -0.00041585 0.00083195 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 -0.00207840 -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 NA 7.6132288 10.3029996 12.5329602 12.0008009 11.1302877 9.9285089 0.5853472 11.2766305 4.3402133 NA NA 6.8891036 9.2506592 9.7158937 15.0642508 4.6787142 12.5991693 10.5895437 9.2794896 6.0447547 9.9285089 0.5853472 9.5867313 2.1702776 8.8072003 6.3797388 11.1575497 6.5329901 1.5853472 -0.4146528 6.7248740 6.4801407 9.1264198 8.9117527 9.7401413 7.6621385 2.3926746 1.1703097 NA 8.678080 9.452602 10.268309 12.809626 13.140272 7.618746 11.261721 10.384605 9.422951 10.881092 4.108884 11.173101 4.553416 12.115486 7.418214 9.087160 12.264223 7.879944 2.755251 9.740141 10.5611712 11.1945020 11.9883353 0.5853472 11.0162984 9.5160605 13.1470801 9.6118466 8.2995689 7.5511076 13.5831202 6.1852362 7.5965506 10.4300290 7.3732254 7.2648029 11.3123928 9.2399593 5.6514134 12.0142068 11.9125952 10.6905770 10.7849956 3.5853231 5.5853231 10.0549650 NA NA 8.9450727 7.3666833 10.8544499 12.5563278 10.8462427 10.9587322 10.6283505 7.7197495 -0.4146528 NA 10.4784806 7.3601105 8.2146800 6.8891036 1.5853472 11.2766305 11.1726320 10.5611712 11.7920324 10.0901422 9.8959360 8.4892049 4.3402133 10.9066876 2.5853231 -0.4146528 6.0771768 9.4002901 10.6290341 9.6473694 9.0529288 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 NA NA 2 1 2 1 2 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 7 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 4 0 0 0 0 4 0 0 4 0 0 0 0 4.612146e-06 1.699212e-06 23.9130434782609 56.5217391304348 4.89130434782609 9.23913043478261 5.43478260869565 8.4065936 NA 10.0166867 -0.8833691 1.4385058 10.1031278 9.8065727 5.7164889 8.8359635 15.8207215 7.2355155 7.8913615 7.4519652 0.1166309 8.6003906 9.7239049 4.7312864 3.5760020 8.1109280 8.0022710 1.1165644 1.1165644 1.7015491 5.6243700 10.8419410 4.5088913 10.5227797 10.1940580 11.0249673 NA 2.1165644 8.8989668 NA 13.5973649 8.2093320 9.5770305 11.1316412 9.0620186 4.4385058 13.1676136 1.4385058 NA 13.7514992 9.1772705 NA 12.1089820 10.1107937 11.8706271 6.2663218 NA 0.1166309 6.8444949 1.4385058 15.1496105 15.4678516 12.1814505 11.0945701 12.6093042 -0.8833691 NA 1.7015491 11.7452480 9.7052894 10.8282416 9.4474916 -0.8833691 19.5138190 19.3815681 9.1893771 NA 1.4385058 0.7015047 11.7527461 NA 8.1718573 6.0823598 11.0981491 10.6342441 10.6542784 15.6808731 9.5375875 3.7015380 2.2864968 10.9969235 1.4385058 9.8512843 12.3523975 7.4019768 11.6181631 11.2119717 NA 8.1417143 10.9857830 5.0473115 NA NA 6.6955137 4.7312864 5.7015380 8.4134908 8.6184119 11.5436256 1.9239478 NA 8.1052595 0.1166309 10.8864125 7.7312844 13.2928258 12.5033802 10.1104825 11.0656719 NA 3.5088976 13.6101175 7.0707714 11.2535658 6.5002794 9.7819106 10.0945701 11.9231243 10.3892044 2.2864968 -0.8833691 9.5553666 8.9431231 11.6816768 8.6499043 8.7531994 12.0873996 2.4385058 8.9184286 8.4519652 1.4385058 12.6472249 0.7015047 -0.00318590 -0.00385620 0.00000000 -0.01896500 -0.00290910 0.00249690 0.00249690 -0.00275870 -0.00275870 0.35512000 0.35512000 0.35512000 -0.00512270 -0.00512270 -0.00512270 -0.00512270 0.00152550 0.00152550 0.00013863 0.00013863 -0.00456950 -0.00690210 0.00958830 0.00444110 -0.00138580 -0.00138580 -0.00124730 0.00726540 0.00171860 0.00208050 0.00208050 -0.00318590 -0.00318590 -0.00385620 0.00000000 0.00000000 0.00000000 0.00000000 -0.00676160 -0.00676160 -0.00676160 -0.00676160 0.00430210 -0.00290910 -0.00290910 -0.00290910 0.00249690 -0.00275870 -0.00055444 0.35512000 -0.00512270 -0.00512270 -0.00359400 -0.00359400 -0.00359400 0.00152550 0.00152550 0.00013863 -0.00456950 -0.00456950 -0.00069303 -0.00069303 0.00736090 0.00000000 0.00000000 0.00444110 0.00444110 -0.00138580 0.00138680 -0.00517030 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 1.9239478 7.6518503 10.6248647 13.2946948 11.9239296 10.6312888 10.7881158 7.5800987 11.1088049 5.0234638 NA 2.1165644 6.2040370 8.0852414 10.4288905 14.4228144 4.1233186 12.1406755 9.4271875 9.0447080 5.7889989 10.7881158 0.1166309 10.5973649 4.2040390 8.9004898 5.4741277 10.5206518 7.0174420 1.4385058 4.8979326 6.8647681 5.7747871 8.7239049 8.2637795 10.0838009 8.0083586 2.2864968 1.9239478 NA 5.624370 10.632767 10.607355 12.003605 12.767739 7.742284 11.117631 10.733583 8.141714 10.526496 5.204039 10.534427 4.730107 12.352397 9.048790 9.612430 12.813889 9.620400 3.508898 10.030212 10.6223863 11.6315352 10.8958836 0.1166309 11.2811674 10.5449349 14.1151149 9.9028443 8.6769073 8.0938549 11.1312926 8.4916142 8.0384159 10.4152101 8.5677858 8.1109280 10.7978131 8.8847591 6.8979350 13.7514992 12.1089820 10.3088675 11.0945701 5.9745546 6.1718573 9.1893771 -0.8833691 1.1165644 9.1920538 8.4497301 11.6181631 11.2119717 11.0579892 10.9857830 11.1024166 8.7604309 4.6084249 0.7015047 10.3823479 7.3063990 9.2172370 6.7960552 3.0234683 10.8864125 11.5336361 11.0656719 12.2825808 10.4146373 10.3266371 8.1417143 6.2663218 10.6263497 2.5760141 NA 8.0532124 8.4736648 9.9861686 9.9753328 10.2858733 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 & neck squamous cell carcinoma NA 1945 1 white not hispanic or latino 3 3 NA NA 2 1 2 1 2 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 0 0 0 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 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0.00000000 0.00000000 0.00194180 0.00194180 -0.52133000 -0.52030000 -0.50100000 0.00041593 0.00041593 0.00041593 -0.00254710 0.00833510 -0.01106000 -0.98181000 -1.03070000 0.43581000 -0.01326400 -0.01326400 -0.01578700 -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 -0.02698800 -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 NA 4.916715 10.613184 13.001902 11.099179 11.291256 12.065590 9.011432 13.022996 3.487872 NA NA 5.109361 8.538975 9.316861 13.622198 4.372395 10.592368 9.035358 8.416787 6.127280 12.065590 NA 7.869580 3.787432 8.361078 5.179750 9.777535 3.804467 4.109361 2.957357 4.372395 8.585092 7.735798 7.213695 10.049526 8.044819 2.957357 NA NA 7.246862 10.570429 8.528897 9.679214 11.856209 6.947301 10.842713 9.560570 7.387344 9.458087 3.694323 9.186174 1.410341 9.878866 9.058894 7.542318 14.727498 5.431285 3.957357 8.372393 9.7503266 11.9990148 8.2752706 1.3723950 9.6219017 11.4326387 13.5622095 8.6454117 8.6139791 6.0542168 10.7115008 7.9115520 8.0400963 9.9269820 10.0078090 2.3723950 10.2115969 8.4563158 5.0728347 7.1183473 12.4543204 9.8304580 12.9471443 5.1449845 5.1093606 9.3031305 NA NA 8.1493742 6.5423184 11.6084074 10.1048432 10.0114323 9.2031725 10.2231009 7.3648595 NA NA 10.7096062 6.2952253 7.8907184 NA 0.7874325 9.9636039 9.0065993 8.2220588 13.4730555 10.4002991 9.2752706 6.5153513 6.6577958 11.6935697 NA 0.7874325 NA 9.5439870 7.9968841 9.3420195 9.2220590 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 & neck squamous cell carcinoma NA NA 1 white hispanic or latino 1 6 NA NA 4 1 5 1 2 1 0 4 0 0 0 0 0 0 0 6 0 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 0 0 0 0 0 0 0 0 0 0 0 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 6 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 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 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 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.600834e-06 9.016224e-07 42.3076923076923 13.4615384615385 0.961538461538462 25.9615384615385 17.3076923076923 10.68753482 NA 10.68162908 2.75214913 4.89900157 9.97616097 5.30235561 7.49939308 8.70469252 16.06363392 7.06892550 8.34354818 6.37943209 NA 8.39395284 9.02562186 4.96717322 4.40423556 11.38878386 8.10467580 3.11473348 -1.05529145 9.16155014 6.05332859 10.74974199 NA 10.10467567 10.21159084 10.26560485 NA 4.46836827 9.32520043 NA 13.26757752 9.85319694 9.10971132 10.73718793 8.36054601 6.65904972 11.98731873 2.11473348 NA 12.21320014 8.91058877 NA 11.45334194 7.81757146 11.78420500 6.69969182 NA NA 4.61722795 NA 15.86422556 16.32582142 12.11262703 10.49747345 12.49338547 1.75214913 NA 2.26672658 10.71464220 9.02028356 10.98919848 9.85244618 NA 16.79817482 18.70954962 10.89024816 NA 0.52977098 2.11473348 11.61125027 NA 10.37995371 6.69969182 10.85003342 10.26391187 10.38930168 15.05383918 10.32472421 5.98919806 6.12471275 10.80627902 NA 9.97201925 11.86662111 8.28019450 10.97994709 11.69026858 NA 8.51845134 10.28019474 5.17362317 NA NA 7.51104892 5.23020686 7.56685624 8.77927548 11.41927078 10.35313414 2.26672658 -1.05529145 7.26673220 NA 11.32769853 7.53351896 12.70780917 12.23899430 9.56627937 10.40423598 -0.05514155 2.75214913 13.14324938 7.74893548 11.01223867 9.52694636 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-0.350 -0.350 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 -0.350 -0.350 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 2.40424918 7.46444038 11.06536625 12.07890976 11.42053777 10.20454767 10.17242026 9.70552422 11.46983567 7.30235653 -1.05529145 4.23020301 6.60301650 7.54471720 10.22615482 15.14778903 4.29883424 12.32391190 7.41647919 8.58392782 6.69969182 10.17242026 2.94480224 10.59585607 4.33711877 8.64039788 7.76817175 10.36423787 8.25593971 3.33712590 -0.05514155 6.58142959 6.58866067 9.81670961 9.33819485 9.43765887 7.03226728 1.52977098 1.94482097 NA 8.16155014 11.01861123 10.10844775 10.28965502 12.25683641 8.43865963 10.97547149 10.14508997 8.52976669 10.31766936 6.89317167 10.65000473 5.15562377 11.86662111 8.47618562 9.80200786 12.49647898 10.05071282 -0.05514155 10.55997412 10.7525618 11.8907968 13.4862035 1.7521491 11.3067481 9.9040818 14.7651057 10.4129192 8.9713277 8.7633867 12.2199104 7.4969352 8.6365478 10.0565921 8.5032251 11.3887839 10.9302906 8.2935323 6.4993931 12.2132001 11.4533419 10.4732585 10.4974735 5.6862708 5.8027852 10.8902482 0.9447835 1.5297710 8.6382915 8.1097111 10.9799471 11.6902686 10.9623088 10.2801947 10.4805658 8.1021510 NA 3.1147335 10.0709732 6.8990004 10.7808547 7.7902944 4.4042356 11.3276985 11.9816648 10.4042360 12.0279512 10.3616019 9.7942095 9.5297669 6.7261637 10.6807834 2.1147335 0.9447835 9.9973724 9.3915774 10.0578954 9.7154682 10.2371259 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 1 NA NA 2 1 5 1 2 1 0 0 0 0 0 0 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4.18035476 NA 11.08203624 9.03698981 4.52548636 10.74073838 10.86949815 10.56382470 7.18521937 NA -0.02914635 5.05836412 1.55586523 16.22805788 16.60280151 12.31172425 11.45320431 12.10307893 NA -1.02914635 2.55586523 11.63356894 9.07418830 10.98317590 9.25398879 3.67133867 18.28497922 18.42426764 12.52908206 NA 0.55581616 2.14081137 11.22917211 -1.02914635 9.57174260 6.13077235 9.84127295 10.06035102 10.49788875 15.29875138 9.13077183 6.21882766 4.39716634 11.53909419 -0.02914635 9.97090052 11.79525671 9.12064768 10.09566813 10.63801209 -1.02914635 8.60571174 10.23005527 6.46275419 NA -1.02914635 7.54477515 5.43033211 7.47472644 7.92800250 9.36106956 11.72662268 3.14082773 NA 5.95958471 -0.02914635 10.71783465 7.31962877 12.87346409 11.44384516 9.25744678 10.16257663 NA 4.72579023 13.62273707 7.08984133 11.19460064 8.53885667 9.89941886 9.59380342 11.09469865 11.06530815 2.87778351 1.29284063 9.55210113 8.02618313 11.37017845 9.50617585 9.42004926 12.23299540 3.36321314 8.87451143 8.05570867 0.55581616 11.01972797 1.77825064 -0.0273980 -0.0215100 -0.0302670 0.0266540 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 0.1303600 0.0165650 0.0769980 0.0769980 0.0769980 -0.0215100 -0.0215100 -0.0297210 -0.0302670 -0.0302670 -0.0302670 -0.0302670 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0266540 0.0266540 -0.0314960 -0.0150540 0.0384890 0.0384890 -0.0634350 0.0527910 0.0527910 -0.0887720 0.0022193 -0.0358570 0.0673750 0.0673750 -0.0037395 -0.0855900 -0.0855900 0.0653700 0.0653700 -0.0419740 0.0390540 0.0390540 0.0164250 0.0164250 -0.0313590 -0.0454980 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 0.122 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 0.146 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 0.122 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 0.146 0.146 0.000 0.000 0.000 0.000 3.5558652 6.4221119 10.7386712 12.4977665 11.6288888 10.6847166 11.0118751 10.2235660 11.8315996 6.7324524 2.2928406 3.8288854 7.7291238 10.6197075 10.3012573 13.8320844 4.4869138 11.9930949 8.7798648 8.7175493 9.4973998 11.0118751 0.9709273 10.3524435 6.5633580 9.0721278 7.3240473 9.5837690 7.3157736 3.6147570 -1.0291463 5.6002579 5.2188277 8.6678680 9.9870124 10.2510913 7.4385058 1.9708905 2.8777835 NA 7.301817 11.412289 9.638899 9.564292 11.681061 8.976525 10.896455 9.967374 8.911948 10.134550 7.160726 9.802999 4.644174 11.795257 9.070248 9.137064 13.301019 8.747334 4.328456 9.338315 10.708570 12.004324 11.363755 2.140811 10.553983 10.729124 12.946028 9.904591 8.494462 7.936685 11.839530 8.608214 8.148320 10.845113 8.632679 10.895713 10.278101 9.232995 9.714893 11.082036 10.740738 10.059689 11.453204 5.328452 9.256303 12.529082 NA 1.778251 8.747334 9.946749 10.095668 10.638012 10.159489 10.230055 11.084643 7.862684 3.292826 3.058368 10.351567 7.705610 10.832375 9.774225 5.462753 10.717835 10.726623 10.162577 12.386906 10.637568 10.537430 9.341588 7.797449 10.324599 7.725788 2.430339 4.100187 10.411074 8.861165 9.535050 10.824990 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 & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 4 NA NA 1 3 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 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 7 4 0 0 0 0 0 0 0 4 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 0 0 0 0 0 0 0 7 0 0 0 0 5.617801e-06 2.427445e-06 12.7659574468085 45.1063829787234 5.53191489361702 22.1276595744681 14.468085106383 9.4651380 -1.1814766 10.8860137 NA 4.1761313 10.9378447 5.9166104 7.2151845 9.1838083 15.6613471 7.9007286 8.2215915 9.0207033 NA 9.0413741 8.2656624 5.7493170 3.3421422 2.1405169 8.7872460 2.2780145 4.8185796 8.6048490 8.7727758 11.1642618 1.8185643 11.0888747 10.7130182 10.7103631 -0.1814766 2.7254794 8.6175373 5.1584299 13.7928595 6.3731679 9.9126570 11.0368398 8.3884350 8.2448443 11.1925320 6.0182514 -1.1814766 12.0989152 8.5801304 -1.1814766 11.0602647 3.7727725 11.6200856 7.3263738 -1.1814766 1.4035404 3.0665026 1.6259250 15.2699178 15.8085719 12.6785994 10.6664198 12.4095172 NA 0.4035950 2.2780145 10.4314479 9.6064818 10.9555705 10.3288490 -0.1814766 17.8343102 17.3869252 9.8346912 4.5734654 NA 1.4035404 11.5790914 NA 5.7254712 4.6259367 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8.1382513 10.8457942 10.7149118 14.2056879 2.9321179 11.4166319 9.1539697 9.2884857 7.0759668 11.2555511 3.7727725 10.1034035 4.0665112 9.0121910 5.8072648 10.0771101 8.5698389 5.0280342 3.6765608 6.3499614 7.1539695 8.7507941 8.1200756 9.8967302 7.6355629 1.9885211 5.9373138 3.725469 5.688944 11.894727 10.617452 10.540960 11.596246 9.818579 11.030468 11.965784 7.835388 11.062348 8.790123 10.339689 5.842056 13.345079 9.383681 10.123501 12.695630 12.946735 3.278014 9.691254 11.255031 12.238540 11.270306 1.625925 11.482582 10.581377 14.466454 10.521618 9.420350 8.687402 12.654630 9.464724 8.638758 10.259967 10.123501 2.140517 11.419886 9.406357 7.740420 12.098915 11.060265 10.297854 10.666420 5.342142 6.149497 9.834691 4.103984 NA 9.235377 10.893724 11.184082 10.831553 10.229031 11.294566 11.075967 7.775681 3.772772 7.180523 9.565270 9.004694 9.600759 6.342140 7.232207 10.750056 10.879275 8.573467 12.049050 10.274420 10.058774 8.312435 8.752270 10.185994 1.818564 5.033480 7.563413 10.186982 9.599939 9.782920 11.432599 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 3 NA NA 2 3 2 1 2 1 0 0 4 0 0 0 6 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 1 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 6 0 0 0 0 0 0 4 0 0 4 0 0 0 7 0 0 0 4 4 0 0 7 0 6 0 0 0 0 0 0 0 0 0 0 1 4 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 0 6 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 6 0 0 0 1 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.912934e-06 1.144367e-06 28.8135593220339 31.3559322033898 5.08474576271187 21.1864406779661 13.5593220338983 8.6434388 NA 10.0556025 3.5328281 4.7654870 9.9362631 9.7373961 5.6538396 8.6032142 16.3774032 7.7067516 7.7769508 8.2903815 NA 9.3076120 9.7373961 4.7958604 3.7344603 3.1177948 7.4348984 1.7958500 1.2108875 10.7930388 5.1177865 10.9135024 NA 10.4136328 10.4688739 11.1759595 3.5328281 3.8547537 9.0303573 1.5328156 11.3801955 8.4445163 9.0085583 11.1799235 8.0342641 6.5772188 13.6812379 3.4588282 NA 12.8518195 8.9987994 -0.7891125 13.5148202 7.5337712 12.1683616 7.1237862 NA NA 5.8547537 0.7958500 15.6482570 16.4371300 12.2224735 10.6112426 12.3819172 0.7958500 NA 3.6032168 11.2273569 9.5989141 11.3574655 9.6744211 NA 18.4862006 19.3096717 10.5924398 2.2108875 1.7958500 1.2108875 11.5485187 NA 7.8033536 6.0310753 10.7672927 10.4765118 10.4130206 15.1251184 9.4881842 3.5328281 2.6703192 11.0402231 NA 9.8375185 12.8702137 9.0294788 11.1874609 11.9969622 NA 8.5728404 11.2742919 3.0182603 -0.7891125 -0.7891125 7.3046580 5.3808229 5.9922563 8.6703284 9.7986743 11.3638154 0.7958500 NA 5.5684487 NA 10.6667377 7.5192360 13.7952721 12.4513900 9.8121754 11.0750829 NA 3.5328281 13.6792663 7.1297601 11.1442186 7.0935401 9.9337044 9.8930136 12.3419499 10.6779928 4.3401777 1.7958500 9.9996152 8.1147788 11.6911821 8.7107427 9.0595197 11.0774030 2.6703192 8.7158549 7.9456065 NA 12.8645256 1.2108875 0.00208050 0.00499690 0.00097064 -0.00719580 -0.00719580 -0.00124730 -0.00124730 0.40911000 0.40911000 -0.00387790 -0.00387790 -0.00387790 -0.00249380 -0.00249380 -0.00304750 -0.00304750 -0.00708780 -0.00708780 0.00107990 0.00138680 -0.00567570 -0.00556860 0.00332990 0.00166420 0.00430210 0.00430210 0.00680440 0.03443200 0.00208050 0.00208050 0.00208050 -0.01752900 -0.53885000 0.00499690 0.00041593 0.00041593 0.00041593 0.00097064 -0.00429290 -0.00429290 -0.00429290 -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 -0.00763130 -0.00567570 -0.00567570 -0.00138580 -0.00138580 0.00332990 -0.00193990 -0.00193990 0.00166420 0.00166420 0.00430210 -0.00318590 -0.00318590 -0.00013862 0.02056300 0.02056300 0.02056300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 NA 7.8619485 10.6584966 13.5364833 11.7139771 10.7186914 11.3128725 5.3194228 10.4647442 6.3194210 -0.7891125 5.1416331 7.6744211 9.5249135 10.2796751 15.1434807 3.3434789 12.1355237 8.5815844 9.0680691 7.0996403 11.3128725 0.7958500 10.1342243 4.5684517 9.7768556 7.3555546 9.8726749 6.5765191 3.5328281 NA 7.2108963 6.9657843 8.2165213 9.1267762 10.0350600 8.5032183 1.2108875 4.6703305 NA 7.210896 10.963696 11.464434 12.704127 12.228749 9.279675 11.418521 9.757791 9.128269 10.562940 5.825608 10.688655 5.122830 12.870214 8.624525 9.648649 12.612938 9.245696 1.532816 9.662108 10.9264299 11.8650853 11.7589962 0.2108875 11.3590555 10.3089288 14.4671748 9.7027498 8.2580209 8.3298380 11.8301997 8.5486524 8.3631816 10.1401552 8.8163763 3.1177948 10.7640460 9.7967982 7.2877124 12.8518195 13.5148202 10.2990225 10.6112426 6.8033536 5.8256076 10.5924398 NA NA 9.2566564 7.9251426 11.1874609 11.9969622 10.8168392 11.2742919 11.1802833 8.8402533 3.2983651 NA 10.4606383 8.0433757 8.9371148 7.3453227 3.8547537 10.6667377 11.1408949 11.0750829 12.1342243 10.6069664 10.7712296 8.8384306 6.5237799 10.7949197 2.3808126 NA 9.7731392 10.1739373 9.7577912 10.0222715 10.3682438 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 NA NA 3 2 3 2 2 3 0 0 0 0 0 7 0 0 0 7 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 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 4 0 0 0 0 0 7 0 0 7 0 0 0 0 1 4 0 0 0 0 0 0 0 0 7 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 4 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 7 0 0 0 0 0 7 6 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 7 0 0 0 0 1.806713e-05 4.993601e-06 8.46953937592868 21.5453194650817 7.57800891530461 42.0505200594354 20.3566121842496 9.3801528 3.0064596 11.0579737 3.3060143 3.6983296 10.4217053 7.5007678 7.1389015 8.7385534 15.6588479 8.0708830 7.3228196 7.5681058 NA 9.6503072 8.8739673 4.6279395 3.2128961 10.9114909 9.6679551 0.8909525 3.0064596 8.4014082 5.2129000 11.2433851 NA 10.5432213 10.2352697 9.9660072 0.3060289 3.2128961 8.3273245 3.5539380 12.2667373 9.3200317 9.9039056 11.0172481 9.1229949 7.5300130 10.1901819 4.8606003 3.2128961 10.0202569 9.1825282 3.6279336 11.3527943 7.4580932 11.9430890 6.2129020 2.3059997 1.3060289 5.2832921 0.3060289 14.5561595 15.2946607 12.7707460 10.1863602 12.6397258 0.3060289 4.4759344 3.8295756 10.8093402 8.4275450 11.9040638 10.3947995 2.8333354 15.9252570 15.9628830 11.7946046 4.1133671 2.6279336 3.1133671 11.6843062 NA 8.6723334 4.6635610 10.7586902 10.3612938 10.7530945 14.8377275 9.4119198 8.1886546 5.5154633 11.8502513 2.4759409 10.3346081 13.5490931 10.4223553 10.5275984 10.6239892 0.8909525 8.8177639 10.5209375 7.9353678 -0.6940878 NA 8.6168057 7.4809372 7.1577602 9.7175224 9.0922809 10.5931465 4.8606003 1.3060289 8.1101424 NA 9.9198008 7.7489549 12.5426235 11.1061023 9.0787713 9.9198008 3.3060143 4.2602064 13.0261487 8.7259715 10.6441906 7.2248747 9.8625174 9.8849971 8.6897157 10.4106100 5.4557579 1.8909914 9.9784366 8.0373306 11.4859204 9.8538698 8.9925118 11.1882723 4.6983296 8.8691314 8.6788765 NA 11.2743181 3.0064596 0.1211600 0.0652260 0.9178400 0.0069435 0.0069435 0.0000000 0.0000000 0.0119580 0.0119580 1.1080000 0.1826800 0.1826800 0.0567980 0.0567980 0.0567980 -0.0194230 0.0795910 0.5313400 0.4375000 0.0223040 0.3792400 -0.1006600 -0.0351760 0.4918200 0.2071700 0.2071700 -0.0387140 0.0155960 -0.0793430 -0.1848400 0.5072400 0.1611500 -0.2189800 -0.3970800 -0.2258800 -0.2258800 -0.2258800 0.1835900 -0.1855900 -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 -0.0952320 -0.2265900 -0.1986200 -0.0480720 0.1512900 -0.0351760 -0.2224400 -0.2224400 -0.1580900 0.4815700 -0.1508000 -0.0554990 -0.0554990 -0.1326400 -0.1402600 -0.1629400 -0.0128390 -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 -0.6940878 6.3283787 11.2558381 11.2492587 11.3504054 10.2053682 10.8744425 3.2128961 10.4684027 6.4040431 1.6279336 6.0741950 8.9766675 11.9294356 10.4933634 13.7132791 3.2215369 11.5209375 8.6635634 8.6093125 8.6166242 10.8744425 1.3060289 10.0783259 7.8834400 9.1045967 7.4092993 10.1577604 8.5733363 5.2602064 2.1133671 6.2367490 6.1133671 8.2278522 9.7458422 9.5809717 8.5491851 2.6279336 4.0608948 1.627934 8.440438 10.091464 9.702605 10.526390 11.684035 10.547994 12.751026 11.156979 8.473429 10.720697 7.689716 11.116181 4.886457 13.549093 9.511805 10.319334 13.239155 13.124194 4.435295 11.100021 10.5093594 13.6559836 10.3774737 2.3059997 11.1701975 10.1554165 14.3347760 9.8557960 8.9040638 8.7468804 12.2786322 9.2645641 8.2218906 10.6075075 9.6177596 10.9114909 11.1589309 11.2474258 11.8471079 10.0202569 11.3527943 10.7928463 10.1863602 5.7322773 10.2419130 11.7946046 5.7978638 2.4759409 9.1467894 9.3017785 10.5275984 10.6239892 9.9525700 10.5209375 11.4589299 8.0675624 4.5154665 0.8909525 9.2924650 9.0116438 10.4468411 11.4771881 5.0064506 9.9198008 10.9073179 9.9198008 12.1926605 10.4995367 10.6756087 9.2674611 8.9096378 10.4828078 6.7154020 4.8587569 7.7406396 10.1007115 9.4314249 9.4983041 10.9008024 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 & neck squamous cell carcinoma NA NA 4 white not hispanic or latino 1 6 NA NA 2 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 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 2.947612e-06 1.456467e-06 17.0542635658915 24.8062015503876 2.32558139534884 30.2325581395349 25.5813953488372 8.4512111 NA 10.6428427 -0.8318715 2.3380535 9.8702955 9.0057506 5.1904924 8.8245477 15.0469400 7.6397980 8.4512111 8.4465722 NA 9.2779534 9.6509307 5.4349084 5.8405488 1.4900566 7.2608800 0.7530910 -0.8318715 7.6069145 7.0323092 11.4650390 4.8119796 10.5278723 10.1751501 10.9133769 3.2957524 2.6275601 9.4637998 2.1681285 11.5303406 8.7680357 9.4684754 11.2542590 10.7888008 5.4349084 13.6054197 2.6275601 NA 13.0370418 9.2328655 -0.8318715 11.9404373 9.9576890 11.9344446 7.6316471 1.1681285 NA 7.7643123 2.7530910 13.6021626 14.2282622 12.1987899 9.8065586 11.8119789 1.4900566 -0.8318715 2.6275601 11.2172906 8.5124185 10.9839063 9.7819123 1.4900566 18.3817752 17.8805557 9.7313190 6.2766474 1.1681285 NA 12.0521024 4.2555838 6.0869854 7.2502719 10.9651317 10.6965769 10.5970063 14.7967392 9.3392995 6.2449384 2.8685682 10.9942739 0.1681285 9.1582267 11.7260650 10.4667581 10.7740652 12.0934917 6.0507651 8.9641624 10.4770306 6.2661550 3.8119744 0.1681285 6.9819040 4.3380464 3.0750191 9.1468331 7.8334588 10.8493612 NA 3.2555914 5.4160493 NA 10.3044731 8.8423151 14.5917640 11.5229231 10.3801935 11.3742214 1.1681285 1.4900566 12.8186136 7.9363070 10.9782927 8.0167459 9.0033835 9.9101458 11.6030116 9.4719036 4.2555838 1.7530910 10.2395852 8.4207881 10.8267805 7.9396121 8.6357283 12.3081536 2.9754835 8.8817671 9.0400280 NA 12.4800129 -0.8318715 0.1096000 0.1096000 0.2454400 0.2355000 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 0.4533500 0.4533500 0.8026700 -0.0031859 -0.0513160 -0.0513160 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 -0.2634800 0.2388500 0.2388500 0.2388500 0.2668700 -0.2699700 -0.2699700 -0.0176660 -0.0168410 -0.0168410 -0.2717600 -0.7794800 -0.1798000 -0.2881000 0.9698700 -0.0016629 -0.0066432 -0.0180630 -0.0074720 0.4821700 0.4636500 -0.0134020 0.0000000 0.0241270 0.0834870 0.0834870 -0.0031859 -0.0110600 -0.2617900 0.0139110 0.0139110 -0.0084385 -0.2156500 -0.2156500 0.3403600 -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 NA 6.5518267 11.0995990 12.7900602 12.0098836 10.2111501 11.7251077 4.5604398 10.8011180 5.0010140 -0.8318715 6.3076744 8.1960286 8.3529981 10.4459913 14.5166089 3.9821631 12.0153759 9.3076742 9.1673617 5.5256743 11.7251077 -0.8318715 11.2727215 2.9754835 8.7585227 4.5943873 10.2674706 7.4494037 4.0261007 1.4900566 7.6357283 4.7828331 8.9914901 7.5079730 9.4488935 7.5732639 1.1681285 4.8960441 0.1681285 3.7530803 11.1328246 12.4112863 11.6830833 12.0834420 7.8616099 11.2769739 10.9184111 7.9914901 10.5371748 4.3380464 10.6714516 6.2181883 11.7260650 7.4065273 9.8281187 12.7036570 8.8245477 1.7530910 10.9855062 9.8720264 11.8049739 10.7601126 1.4900566 11.8292328 10.6423357 14.5033676 9.3380477 8.3945351 9.4313919 12.0566758 8.6986265 7.9062148 10.8489218 8.9280111 1.4900566 10.6946220 8.5561401 5.7379787 13.0370418 11.9404373 10.6659746 9.8065586 6.2342120 5.9230113 9.7313190 2.6275601 NA 10.2635198 7.5256751 10.7740652 12.0934917 11.6872675 10.4770306 11.6754219 8.6798756 2.7530910 NA 10.4484527 8.0375008 9.5190620 5.6275543 2.1681285 10.3044731 11.3869887 11.3742214 12.1772516 10.6357283 10.0538191 8.3480319 6.8263337 10.5615133 0.7530910 -0.8318715 6.0507651 9.2563146 10.4667581 10.1981001 9.3216747 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 & neck squamous cell carcinoma 39 1960 0 american indian or alaska native hispanic or latino 3 1 NA NA 1 3 3 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 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 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 2.254056e-06 8.322669e-07 19.1011235955056 35.9550561797753 7.86516853932584 23.5955056179775 13.4831460674157 10.8369237 NA 10.9388922 1.9481897 4.4262245 10.3642240 4.0477129 7.3453964 8.8856595 16.1701775 6.3887527 8.7106811 9.2243049 -0.8590905 8.8755353 9.6216158 4.8957146 6.9090098 5.1852204 8.5115131 2.6002460 2.4627591 10.9733200 11.1446948 10.8948779 NA 10.2102754 10.2447690 10.5613122 NA 2.8412687 8.6351210 NA 13.2933481 8.6915722 9.4829003 11.5128744 7.8026036 7.7068793 11.6828901 5.0477172 1.4627329 12.5019469 8.9090098 2.7257848 11.3587833 9.0789055 11.6768299 7.7481559 NA -0.8590905 3.8412687 0.7257848 15.5376143 15.8849492 12.3200240 9.9980290 11.9133463 NA NA 3.1408277 10.6063920 8.6063919 11.3774378 9.8636331 1.4627329 18.0681666 17.5039679 11.8578593 NA 2.4627591 4.2282877 12.3281776 -0.8590905 8.4873392 3.4627591 10.5033064 10.5628903 10.5676145 16.8542188 9.2726825 6.6002579 5.4446074 10.9542059 -0.8590905 10.8948779 12.0017146 10.0477161 10.9764812 10.9168473 0.1407787 8.7555352 10.7365492 6.4627542 NA NA 7.3701730 7.6326783 4.8412637 8.9156126 9.8194257 10.0318498 4.9221836 1.1408441 6.9800299 0.1407787 10.9878829 8.2675302 12.8219541 11.2899375 10.0470246 9.7855831 NA NA 13.1380932 7.7628776 11.2691422 9.6896474 9.8396170 8.9164522 10.5082403 11.0454602 2.6002460 0.1407787 9.2401733 9.1534502 11.0291883 9.8255742 9.3417241 12.3243058 2.7257848 9.0305880 8.4672550 0.1407787 10.2636536 1.9481897 0.04570800 0.03725000 0.48096000 0.00000000 0.00000000 -0.02329200 -0.02329200 -0.00143490 -0.00143490 -0.09340300 -0.09340300 0.40833000 -0.20709000 -0.20709000 -0.15096000 0.01670500 -0.12759000 -0.12759000 0.06136500 1.70120000 -0.18169000 -0.18169000 0.02842500 -0.00788630 -0.09551600 -0.09723200 0.07038600 0.01056400 0.00263570 -0.00045547 -0.00045547 0.04570800 0.04570800 0.03725000 -0.21911000 -0.09841800 -0.09841800 -0.09841800 -0.06328400 -0.03135900 -0.00553750 -0.00553750 -0.00553750 0.00000000 0.00000000 0.00000000 -0.02329200 -0.00143490 -0.00143490 -0.09340300 -0.21174000 -0.15096000 0.02328600 0.03171800 0.03171800 -0.12759000 -0.12759000 -0.01343700 -0.20877000 -0.18169000 0.03270400 0.03270400 0.03510000 0.01866300 0.01866300 -0.00788630 -0.00788630 -0.13540000 0.00736090 0.04060900 0.03707600 0.01056400 0.01056400 0.01056400 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 NA 6.9156129 11.0348854 11.7797139 11.3985080 10.9388922 9.7882839 0.1407787 11.0964755 8.4400336 3.7257848 3.5331397 7.8377932 10.6486202 10.3702453 14.7487337 3.9564006 11.8879695 9.1037216 8.8216774 8.3551445 9.7882839 1.9481897 10.3244610 5.2282877 8.4541393 7.5027690 10.0848055 8.2489840 3.7846820 10.4099522 6.2701084 6.3404982 9.1631933 10.0648958 9.2493500 7.5417053 1.4627329 3.3107473 NA 6.986315 10.609959 9.649601 9.380424 12.101190 10.827764 10.401157 11.096112 8.146450 10.582214 7.620605 12.194412 5.070145 12.001715 8.842998 9.980817 13.015688 9.904868 2.140811 9.289302 10.4285379 12.0770954 11.0314698 2.1408114 11.0204088 10.5899742 14.1850425 9.8864998 9.1394160 8.6761009 12.5083768 8.6222012 8.5628903 10.0522175 9.2803769 5.1852204 10.1520528 8.9040379 10.5749324 12.5019469 11.3587833 10.1266674 9.9980290 6.2803773 9.0081042 11.8578593 NA 1.1408441 8.5071477 10.0514682 10.9764812 10.9168473 10.1666572 10.7365492 10.2473885 8.2282882 NA 2.3107473 9.7620991 8.5754538 9.9625995 10.2296138 5.4262278 10.9878829 10.9193134 9.7855831 12.5293810 10.4633170 10.2408308 9.3306500 8.8806063 10.0559579 4.6002579 -0.8590905 6.6954148 10.7520994 8.8325692 9.0507185 10.6648775 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 & neck squamous cell carcinoma 40 1940 0 white not hispanic or latino 2 2 NA NA 3 2 1 3 2 2 1 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 4 0 0 1 0 0 0 0 0 4 0 7 0 0 4 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 5 0 0 0 4 6 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 7 0 0 7 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 4 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 4 0 0 0 0 0 5 0 0 0 0 0 6 0 1 0 0 0 0 7 4 0 0 0 0 0 0 1 0 0 0 0 0 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 4 0 5 0 0 0 6 2.091071e-05 6.554102e-06 4.57920792079208 19.6782178217822 11.509900990099 42.8217821782178 21.4108910891089 8.70832003 3.03922615 10.83326021 2.12167856 0.95173698 10.61265106 8.11163492 6.36115424 8.39677858 16.00144222 8.26237678 7.99068263 8.42343909 NA 10.96473745 9.10404856 5.67559578 4.30931445 10.72284057 8.64176168 4.53672434 3.53672434 8.30049213 6.30931627 10.69659768 -1.04811385 10.81711045 10.24293447 10.72984095 1.95177427 2.75911321 8.66805174 -1.04811385 13.20929899 7.12168892 9.89962716 11.10436556 9.13539917 6.27369118 10.89281145 2.85865741 -0.04826302 11.97378478 8.73476211 2.53672434 11.98776567 8.87098482 11.23889903 6.37802775 NA -1.04811385 4.62418865 -0.04826302 15.64162478 15.54423370 12.41524733 10.21503301 12.42254978 1.95177427 1.75911321 2.75911321 10.29938514 9.28156009 11.87341881 9.78227897 1.95177427 16.93431182 18.25277765 11.08715246 0.95173698 1.95177427 3.19968805 11.89830462 0.53674921 6.41119572 4.16121857 10.71133581 10.17335096 10.74414747 14.59104799 10.04253792 7.23716597 5.65220252 10.57701607 1.53674921 9.83440689 13.94470215 9.88397861 12.00229272 11.18178425 2.12167856 8.66257012 10.23774391 8.70832003 -1.04811385 NA 8.01283792 4.47532488 4.56647422 9.28603719 8.80507347 9.88692885 3.27369491 1.75911321 4.80974370 NA 10.10278042 8.10404883 12.80780022 11.75750769 8.84219538 10.79214834 3.53672434 2.75911321 13.02933063 8.57564513 11.83058108 6.42749723 10.74617964 9.37172394 7.52919236 9.01515883 3.03922615 2.12167856 10.08554828 7.69995689 11.66557988 9.93118900 8.40297494 11.69196619 3.19968805 9.00011440 8.66084770 3.27369491 10.41733018 1.53674921 0.1352900 0.1547200 0.5936800 0.4158000 0.4158000 -0.0364010 -0.0364010 0.1362800 0.1362800 0.3456700 0.3456700 0.3456700 -0.0726750 -0.0726750 -0.0726750 0.3301100 0.0702150 0.0702150 0.1767900 0.1767900 -0.0784110 -0.0784110 -0.0728080 0.0033299 0.1532300 0.1532300 0.1566600 -0.0018014 -0.0398010 -0.0603450 -0.0603450 0.1547200 0.1547200 -0.0476660 -0.3201900 -0.3201900 -0.3201900 -0.3201900 -0.0624950 -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 -0.0480350 -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 -0.0782780 0.0410340 -0.0694660 0.0716780 0.0716780 0.0544570 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 -0.090 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 -0.090 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 -1.04811385 6.22788737 11.05275462 11.78485156 10.97378481 10.02724295 11.09514704 2.85865741 10.88471673 6.47532650 3.41119572 4.16121857 7.48703930 10.29161380 10.68774283 14.31545372 2.77245578 11.44911671 10.23485215 8.70646770 6.99615822 11.09514704 2.95175563 10.21385867 3.90595735 8.96634221 6.49092306 9.39988009 8.58230384 3.41119572 10.93404443 5.90595976 5.39470620 7.67968417 9.19850447 9.51114086 7.75266364 -0.04826302 5.70625149 NA 6.666009 11.355575 10.298793 12.046996 11.414010 10.184784 10.742112 10.867643 8.264647 10.459063 7.581121 10.679684 5.396529 13.944702 9.697438 10.392633 12.790545 12.566704 3.652200 10.796470 10.6387020 11.8689494 10.3648628 0.9517370 10.7380335 10.7767225 14.5847542 9.3978132 9.1672967 8.5479537 12.7623354 9.5744289 9.1853834 10.3869132 9.5073116 10.7228406 10.5815758 9.9030485 7.4792411 11.9737848 11.9877657 9.8213577 10.2150330 5.8825012 6.3863919 11.0871525 4.3780260 0.5367492 8.9810509 9.1996912 12.0022927 11.1817842 10.0842635 10.2377439 10.9411583 8.7703461 4.8586524 NA 9.0603144 8.4152880 9.6625703 6.1996920 3.8097437 10.1027804 11.6079652 10.7921483 12.6050568 10.9139369 11.1198091 8.8252078 7.7363985 10.0989687 NA 4.1216868 8.5216193 9.8552315 9.4254696 8.8252078 10.7999955 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 & neck squamous cell carcinoma 51 1946 4 white not hispanic or latino 3 5 NA NA 3 4 3 3 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 2.045989e-06 5.201668e-07 21.3333333333333 21.3333333333333 4 33.3333333333333 20 11.05378703 -1.03061924 10.68784367 1.55429414 3.49287865 10.23492590 5.42874205 6.73749479 8.12918202 15.25677104 6.95230444 8.54485009 8.82105995 -0.03061924 8.73418223 7.88518997 5.15913669 5.96931169 9.35840439 7.52773190 2.55426958 -1.03061924 10.20592298 8.37232270 11.19903090 -1.03061924 10.30749000 9.98959631 11.08370383 -1.03061924 4.01370343 9.11802898 NA 12.78649433 8.30916072 9.65142757 11.07816188 7.59866742 7.04077300 11.67278186 0.96930708 NA 11.97440896 8.14423659 0.96930708 13.50792413 2.13924027 11.85443516 5.95799583 NA -1.03061924 2.87619276 1.96930708 14.18378171 14.88106112 12.74718253 10.03539998 13.07644613 NA NA 4.09859641 7.91475465 9.29910703 11.49507627 9.78709400 4.13923208 15.73843837 18.28447584 12.73023860 NA 2.29124991 1.29124991 11.67234918 NA 8.00273402 5.27309063 11.05169939 11.09343209 10.52341993 15.22988122 9.77021062 2.13924027 3.42874540 10.45413373 -0.03061924 10.15294620 12.85929000 11.62439425 11.33945326 11.65449761 1.29124991 8.88817397 11.04512416 6.55427265 NA -1.03061924 7.34187103 6.47710577 6.70401981 8.63819587 9.77101911 10.08044648 4.46116181 -1.03061924 8.50069213 NA 9.44808037 8.25008141 13.72847079 11.82437391 8.90413693 11.01711636 NA 3.29123518 13.23309347 7.55802574 10.85843449 7.56922372 10.45865699 10.34229006 6.59866742 9.91548609 3.05677426 1.55429414 11.01131211 8.11905783 11.98559677 10.52149955 8.99997802 12.14298792 3.96930708 9.30487970 8.44909085 NA 10.70147819 1.96930708 0.00000000 0.01321300 0.25480000 0.02454800 0.01992300 0.00791750 0.00791750 0.01586600 0.01586600 0.02651400 0.02651400 0.02651400 -0.43344000 -0.43344000 -0.43344000 -0.45843000 0.49616000 1.64520000 0.44698000 0.01419000 -0.00069303 -0.00069303 -0.42331000 -0.01766600 -0.44415000 0.01363200 -0.10526000 -0.12306000 -0.01378900 0.01014600 0.01014600 0.00000000 0.00000000 -0.01423500 -0.43105000 -0.43724000 -0.43724000 -0.43724000 0.07988000 0.04089200 -0.41278000 -0.41278000 -0.41278000 -0.42658000 -0.43797000 -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 -0.46110000 -0.42331000 -0.44091000 -0.44091000 -0.46876000 0.32790000 0.01363200 -0.06115200 0.34876000 0.02146300 -0.11241000 -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 NA 6.0353996 10.8296218 11.1417383 10.7882923 10.5922777 10.9059487 1.2912499 10.7926781 6.6059358 0.9693071 3.4287454 7.2454348 9.4246381 10.7612876 14.3102040 3.4966285 12.0227276 9.3871633 9.0697102 7.7990335 10.9059487 -1.0306192 9.9300368 5.1392362 9.3995230 6.3955753 8.2148636 8.7057464 3.8762026 1.5542941 6.2912389 4.2172385 8.0327059 9.7563972 9.4450442 8.0054842 1.7766515 8.7141277 -1.030619 6.395575 11.149842 11.130440 12.573517 12.473509 9.929313 10.612265 10.466165 8.757213 11.164991 10.407063 10.898939 4.714817 12.859290 9.337817 10.467163 12.755202 10.196325 2.428732 10.578951 11.158209 11.770009 13.443714 1.776651 11.649011 10.366451 14.442691 8.233753 9.040773 9.458155 12.433984 8.821591 9.062068 10.069973 8.786294 9.358404 9.977739 9.394527 9.608651 11.974409 13.507924 10.024593 10.035400 6.198129 8.313607 12.730239 NA -1.030619 9.357328 10.784294 11.339453 11.654498 11.350854 11.045124 10.592278 8.359480 NA NA 9.280162 7.957995 11.269091 10.087603 4.827291 9.448080 11.406022 11.017116 12.525458 10.988206 10.251820 10.830398 6.833497 10.801014 4.056774 NA 10.435897 10.822570 9.766162 8.995834 11.578259 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 & neck squamous cell carcinoma NA 1954 0 white not hispanic or latino 2 2 NA NA 3 2 1 2 2 3 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 0 0 0 1 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 4 0 0 4 0 0 0 0 0 0 0 0 4 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 0 0 0 0 4 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 4 0 0 0 4 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 1 0 4 0 0 0 0 0 0 0 4 0 4 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 6 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 1.671469e-05 5.721835e-06 5.51301684532925 16.9984686064319 11.791730474732 42.8790199081164 22.8177641653905 8.5803234 NA 11.1624205 1.5359534 3.1208993 10.0448558 8.6279311 6.4767673 8.8318620 16.6362865 7.2946281 8.3814192 8.1443161 NA 9.3423638 8.8488123 4.7058563 6.7509428 10.9528775 8.2657927 3.9765011 2.8984986 6.8370993 2.8984986 11.3205641 NA 10.2951041 10.2788402 10.4691984 3.3135361 3.3135361 9.4892860 NA 12.5417543 7.9717482 9.6762113 10.1416733 10.8037191 5.4967595 10.9162357 NA NA 11.6133172 8.5164769 -1.2712523 12.7894391 9.5926676 11.0828237 6.8934811 5.8790318 NA 3.8160364 -0.2714264 16.6252075 16.8762720 12.6458532 10.5483543 11.9348256 NA NA 0.3135941 10.9936033 8.8266063 12.0396131 9.6820434 1.3135361 16.2655272 18.3113521 11.9546854 NA 0.3135941 2.3135361 11.3841050 NA 7.2946281 4.9573946 9.9742993 10.4268449 10.1684052 14.8000367 9.1941407 7.1464271 6.9282471 11.2606867 -0.2714264 9.9233312 13.6366235 9.1090353 10.4001154 10.5579007 NA 8.5164769 9.8783215 8.2716064 -0.2714264 -1.2712523 8.6939113 6.8681262 3.8578616 8.5771973 10.3432841 10.2467357 1.0505365 -0.2714264 6.5229895 NA 10.4423904 7.5423556 12.8689248 11.5101389 9.0587180 10.0566882 NA 1.0505365 12.4720413 8.0162868 11.3182255 7.4598930 9.3305400 9.2164144 5.4150758 9.6354649 3.1208993 2.1880211 10.3841051 6.1797857 10.8591449 9.8186868 9.8725952 12.1975801 4.1208910 8.7232671 8.4479630 0.3135941 9.4666667 1.8985180 0.0242680 0.0242680 0.4471500 -0.0078863 -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 0.9271200 0.7218700 -0.0051227 0.0415550 -0.0062286 -0.4412400 0.3828700 0.0242680 0.0242680 0.0242680 -0.4120100 -0.4120100 -0.4120100 -0.4120100 -0.0102320 -0.0102320 -0.0102320 0.0000000 0.0000000 -0.0078863 -0.0078863 -0.0078863 -0.0047079 0.0772860 0.0772860 0.1318400 -0.2483700 0.4835400 -0.0110600 -0.0110600 -0.0190080 -0.0250470 -0.0173700 0.0213230 -0.4163000 -0.4163000 0.0957980 0.0957980 -0.0400730 -0.0176660 -0.0176660 -0.0344950 -0.0344950 -0.4339800 -0.4959000 -0.0139530 0.1426600 0.0492420 0.0662290 0.0415550 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 NA 6.778423 10.654129 11.592760 11.391688 10.565019 10.776721 3.120899 11.620358 4.750944 -1.271252 6.665212 6.756480 10.459893 10.318225 14.079134 3.920370 11.297718 9.676211 9.026981 8.708714 10.776721 -1.271252 10.198725 5.343283 9.347859 7.506651 9.678401 7.986811 7.506651 2.429027 5.050502 8.731389 7.808059 10.339599 9.313537 8.434207 1.313536 6.086126 3.252143 5.470042 10.537136 10.191066 9.131586 12.264822 9.090518 10.072315 11.320798 8.468355 9.990082 4.682770 10.161638 4.925691 13.636623 9.604324 10.398788 12.512004 11.601057 2.976510 10.007605 10.4342067 11.7324436 11.2098692 0.3135941 10.8442683 10.6979608 13.5065467 10.0589311 9.9349782 9.0448558 12.6872176 8.3017861 9.3670102 10.5939209 9.9941894 10.9528775 10.4913716 9.3041135 8.2773962 11.6133172 12.7894391 10.1818450 10.5483543 6.3796262 7.4734078 11.9546854 6.0684236 1.3135361 8.1422020 8.6459466 10.4001154 10.5579007 9.6600506 9.8783215 10.9968239 7.9034999 -0.2714264 NA 9.6876345 7.7946634 10.3182254 9.2393386 4.6827699 10.4423904 10.5302826 10.0566882 12.0587910 10.7425948 10.9245616 9.1642445 8.2103738 9.9361987 4.6593138 1.8985180 6.2204267 10.5550791 8.3760329 9.3405213 10.8130505 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 & neck squamous cell carcinoma NA NA 0 white hispanic or latino 3 3 NA NA 2 3 2 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 2 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 0 0 0 0 4 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 0 0 0 2 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 4 0 0 0 0 6.137968e-06 2.288734e-06 28 46 3.6 14.8 7.6 6.5310555 NA 10.4773805 -0.8439918 2.6154398 10.1382968 5.3654686 5.3057626 8.9857389 16.1645430 7.2112984 7.7962609 8.3384106 NA 9.1361557 10.0808287 4.7409761 3.2434863 2.8564479 8.5418784 NA 0.1560082 8.2328320 1.1560082 10.6128839 4.9109053 10.3806208 9.8607844 10.7935467 NA 2.7409707 9.1837562 NA 13.7141977 6.9633712 9.5536907 10.7881025 7.8177940 4.5135665 12.2611062 NA NA 11.7449650 9.4134041 0.7409707 13.7075442 9.0386592 12.2398279 6.3848355 -0.8439918 NA 4.7998748 1.1560082 15.1464304 15.3411186 12.5662025 10.7043565 12.6091582 -0.8439918 NA 2.1560082 9.0538615 9.7962611 10.8945307 9.2234505 1.9633631 19.3731172 19.6877108 9.0793437 NA 0.1560082 0.1560082 11.6568581 NA 6.1783840 5.2645402 10.5741323 10.1804633 10.5754497 15.3380225 9.0955953 0.7409707 2.1560082 11.2804606 0.1560082 9.3470754 12.3798670 8.3507730 12.3103596 11.8869108 NA 7.9406513 11.4529324 1.1560082 0.1560082 2.3259332 6.4599791 3.9109053 5.0139981 8.7853727 10.4321406 11.7771523 NA NA 5.7707260 NA 10.6508717 8.4506368 13.4186983 12.1487775 10.2313081 11.8000977 NA 2.9633631 13.4009002 7.3507730 11.3424400 6.9308036 10.0164746 9.8262917 11.7924142 11.8025748 2.3259332 0.1560082 9.8266724 8.8177943 9.1811557 8.8873352 9.0325332 11.0893380 0.1560082 8.6912721 7.3006747 NA 12.2268080 -0.8439918 0.00145550 -0.00041585 -0.01326400 0.47834000 0.48251000 -0.00570670 -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 0.00084203 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 -0.01422800 -0.02575600 -0.02616700 0.49372000 0.48768000 0.51786000 -0.00570670 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 0.00110930 -0.00152430 -0.02570100 0.01279500 0.01950300 -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 NA 7.3800177 10.3334357 11.4033503 11.6261666 11.2820753 11.1025570 2.1560082 11.2244586 4.3654686 NA 1.1560082 7.5526207 8.8495030 10.1546066 14.6416883 3.2569955 11.7533704 9.5558280 9.1333675 6.1102129 11.1025570 NA 9.7642710 3.1560082 9.7685714 5.4228015 10.0394232 7.2484030 5.0867540 -0.8439918 7.4081140 6.4958662 7.4506372 7.6834929 10.2560214 8.5288811 -0.8439918 0.1560082 NA 5.531057 11.216712 11.611076 11.129714 12.198873 7.897483 10.645864 11.573341 9.107301 10.578081 6.897484 10.645362 5.639993 12.379867 9.861649 10.214008 12.834247 5.598961 3.156008 9.993644 12.1590069 11.4189919 11.2007518 -0.8439918 11.2401602 10.2645407 15.4455987 10.1021913 9.5896015 8.4891716 12.6954173 8.4204588 8.3133629 10.0178785 8.6357965 2.8564479 11.4790709 10.1672434 7.3158877 11.7449650 13.7075442 10.5217918 10.7043565 6.9042095 5.3848338 9.0793437 NA NA 9.8736926 8.0202021 12.3103596 11.8869108 10.8043737 11.4529324 11.0225223 9.2671519 3.3259476 NA 10.5972641 8.7908271 10.2553639 7.4597972 2.1560082 10.6508717 11.5875137 11.8000977 12.3040160 10.4886122 10.7665797 7.0926546 6.0748800 10.6810475 NA NA 0.1560082 8.5436026 9.6347858 10.1036532 10.3751847 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 & neck squamous cell carcinoma 21 1978 0 white not hispanic or latino 3 1 NA NA 4 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6.242002e-07 5.201668e-07 23.5294117647059 11.7647058823529 0 44.1176470588235 20.5882352941176 9.3619275 -0.1056285 10.5671892 4.8012104 6.5453738 10.5676310 1.4792823 7.2994636 8.7382429 16.6739066 6.4334803 7.9791302 7.6984533 1.2162376 9.4536991 8.8072113 5.2677979 6.7145011 8.7287930 7.3205867 2.5947635 -1.1056285 10.7826847 9.7515253 11.2089052 0.8942939 10.3791448 10.3403713 10.4295973 0.8942939 4.0642448 8.7592973 4.7016766 13.7345589 10.5895502 9.7944341 10.4412164 8.4641777 7.5053463 10.3047733 3.8012104 NA 13.0578144 9.8353696 -1.1056285 11.4639402 4.5090307 11.8195055 7.2994636 -1.1056285 1.7016821 4.5947635 1.2162376 16.1018129 16.7753487 12.2582240 10.7834456 12.1017939 NA -0.1056285 4.5667482 11.3534974 8.6822246 11.3509330 9.5534260 0.2105136 15.4102835 17.7702242 10.5359221 NA 2.9817796 1.7016821 11.3442444 -1.1056285 11.0469237 3.7016821 10.2697253 9.9597380 10.5291330 15.0930547 9.3205867 7.1981022 5.1422500 11.5030388 -1.1056285 10.1581780 11.9771762 7.6222422 10.0853811 10.3116471 3.2866446 8.2930656 10.6429341 8.4257035 NA NA 6.4420643 6.3781370 8.0939943 8.6674611 11.0351517 11.2063540 3.5947635 0.4793341 6.4792839 NA 10.8794523 7.5632070 12.5569903 11.5115598 9.6916024 9.9536664 1.4792823 3.8485178 13.0980523 7.5843199 11.3859245 9.1422495 10.1528879 9.5851930 12.0325937 10.8379356 4.7272125 -0.1056285 11.3588677 10.1098549 11.2731587 10.1946745 9.4334807 12.0176351 3.3537467 8.8514239 9.3279074 -0.1056285 9.3568241 2.5947635 0.00000000 0.00000000 -0.06262900 0.08507600 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 0.15950000 0.02440800 0.00580470 -0.04397300 -0.04397300 0.00000000 0.00000000 0.00000000 -0.29025000 -0.29025000 -0.06262900 -0.06262900 0.00875280 0.00875280 -0.00307110 -0.00307110 -0.01064600 0.08507600 0.08507600 0.08507600 -0.00155340 -0.00263220 -0.00263220 -0.29721000 -0.28251000 -0.28251000 -0.00774820 -0.00774820 -0.00774820 -0.00097017 -0.00097017 -0.01009400 -0.27965000 -0.28424000 0.26247000 0.00569190 0.00430210 0.02020300 0.02020300 -0.00041585 -0.00041585 -0.09155200 0.00569190 0.00569190 -0.03612900 0.01869100 0.06350900 0.03637200 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 5.1037746 7.1327269 10.9764710 12.8978398 11.5309465 10.6425148 10.7028840 12.0770266 11.2989313 9.0002305 0.8942939 3.6492131 6.8250593 10.0673744 10.5150000 13.4244234 3.8088895 11.5821350 7.9523138 8.5700674 6.9604109 10.7028840 2.8943133 11.1001152 5.2341717 8.5674721 6.7145011 10.0878473 8.6245714 5.1797260 0.8942939 6.4792839 3.1422500 9.8012125 9.0654988 9.4479513 7.0592287 2.5947635 2.7016821 NA 4.752304 10.778492 10.389178 9.509952 11.132428 10.118324 10.653378 11.265826 8.113491 10.145212 8.521856 10.086615 3.762221 11.977176 9.115909 9.893617 12.763727 7.911130 4.509031 9.026179 10.8120670 11.9811216 12.5418928 1.7016821 11.0367481 10.8918542 14.2050369 9.5729221 9.2887847 8.3163865 11.8780281 8.5789829 8.3781379 10.6235178 9.5843199 8.7287930 10.0229607 8.4412162 7.0236047 13.0578144 11.4639402 10.4188636 10.7834456 6.1231406 6.1327269 10.5359221 2.3537467 1.2162376 8.6458659 9.3216348 10.0853811 10.3116471 9.9657843 10.6429341 10.9045004 8.7769649 3.0642448 4.5667482 10.0690542 8.3858542 11.6362102 6.6290316 4.7272125 10.8794523 10.9104338 9.9536664 12.1211857 10.5886798 10.5724819 9.2758649 8.4942348 10.2094715 4.1797260 -0.1056285 0.4793341 9.6512618 8.5790704 9.6952219 10.1273423 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 & neck squamous cell carcinoma NA NA 0 white hispanic or latino 1 6 NA NA 2 1 2 1 2 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 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 0 0 0 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 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 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 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 4 0 0 0 0 1.109689e-06 3.467779e-07 45.2380952380952 23.8095238095238 2.38095238095238 23.8095238095238 4.76190476190476 6.55248159 4.82604505 10.25596720 0.62965970 6.22459600 10.05591443 6.66673955 6.68131151 9.29023984 15.61700254 7.49177054 8.19950549 7.69573915 0.04474382 8.69394339 9.52143339 4.33009225 3.29261980 10.79455664 7.30678172 1.04467389 3.56825105 4.90266694 4.87757740 10.56284857 4.71711157 11.17782943 10.44982866 10.75936201 NA 4.56825105 9.52073476 NA 14.11363337 7.82932190 10.07121067 10.60167219 8.78783858 5.64460043 12.94998018 3.56825105 NA 12.93457136 8.67768230 NA 11.53026499 7.34334564 11.35444775 6.47931465 -0.95539605 0.62965970 5.89017671 0.62965970 14.92966614 14.93502986 12.19665508 11.39700655 12.21492525 0.62965970 NA 1.85203880 11.90402784 8.70468318 10.78531122 9.68221774 NA 19.73453933 17.73574570 8.84720364 NA 0.04474382 3.74512974 11.97357562 3.04469137 8.43914978 6.11077665 10.55492224 9.64460007 10.81947428 15.03490198 9.55049881 7.49177054 4.68854406 11.37195912 -0.95539605 9.24313232 12.24892208 7.15321152 9.24435955 11.76920105 NA 8.38453727 10.41972659 6.92732998 4.40223783 0.04474382 6.11110019 4.40223783 6.82604632 9.27830681 8.90577418 11.33959506 4.74512437 NA 4.74512437 NA 10.29142778 7.80955850 13.17919374 12.11631715 9.25804657 10.69887566 NA 4.13214907 13.20802239 7.76236343 11.33758394 7.75204607 9.44355920 10.33532235 11.66651016 10.19506912 3.43700130 2.50411186 9.72416729 8.10538318 10.76150669 9.65939711 8.67222095 11.55446218 2.21462220 8.75564872 8.62400326 NA 12.19839755 -0.95539605 0.328230 -0.193080 0.333560 0.116870 0.116870 -0.215240 0.320970 0.055559 0.055559 -0.305300 0.468840 0.468840 -0.472860 -0.472860 0.055986 0.530300 0.045468 0.042819 0.061266 0.061266 -0.362190 0.325000 -0.221040 0.287910 -0.211650 -0.211650 0.528410 0.276990 0.000000 0.012419 -0.204820 -0.193080 -0.193080 -0.193080 -0.478990 -0.478990 -0.478990 -0.478990 -0.521610 -0.442060 -0.193210 -0.193210 -0.193210 -0.305060 -0.305060 -0.305060 -0.215240 0.055559 0.055559 -0.305300 -0.472860 0.055986 -0.215490 -0.215490 -0.215490 0.045468 0.042819 0.026838 -0.484120 -0.362190 0.014373 0.014373 -0.221040 0.492910 0.492910 -0.467030 0.287910 -0.489750 -0.251000 -0.251000 -0.317240 -0.508370 -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 0.106 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 0.106 0.321 0.000 0.000 -0.305 0.469 0.065 0.538 -0.233 0.248 -0.95539605 7.04468700 10.70155893 12.08360617 11.62022642 10.07811024 10.98206101 7.37111710 11.56506032 4.90266694 0.04474382 3.29261980 7.32545837 8.46253990 10.61026534 14.41877574 3.18791024 12.16864689 11.11916317 9.05511728 4.97542384 10.98206101 3.36661597 10.63011921 4.04469137 8.93738177 4.95157847 10.86805440 7.92788046 4.90266694 NA 7.62211626 5.19443381 9.22210683 7.08360591 9.78362395 7.84234846 1.36658800 1.62965970 3.799574 3.902672 11.655481 10.574601 11.678591 12.339164 7.126837 11.821737 10.892919 6.902668 10.665823 7.532527 10.260827 5.955899 12.248922 8.373362 10.003240 12.426263 9.202034 2.504112 9.017667 10.8492216 11.3079564 10.9523290 4.9026669 10.8029104 10.4704277 14.2675900 9.2662742 8.7928801 7.7520461 11.2517015 8.3640431 8.3756042 10.7468599 8.7416547 10.7945566 10.6310579 9.2045584 6.8964366 12.9345714 11.5302650 10.7645038 11.3970066 6.3208114 5.3114741 8.8472036 4.9988815 -0.9553960 8.3978342 8.5524820 9.2443596 11.7692010 11.6742715 10.4197266 11.3961786 9.3404561 2.0446739 1.3665880 9.6570674 6.6957391 9.3008959 6.7861546 3.1321491 10.2914278 11.7442596 10.6988757 12.3816121 10.9967004 11.0194603 8.2517016 6.3756042 10.6399447 0.6296597 NA 2.2146222 7.9415946 9.8995556 10.0347911 9.4153746 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 & neck squamous cell carcinoma 25 1977 2 NA hispanic or latino 3 1 NA NA 4 1 5 1 1 1 4 0 0 0 0 0 4 0 0 0 0 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1.1888e-01 1.1888e-01 8.3342e-02 8.3342e-02 1.1961e-01 1.1961e-01 -3.6011e-03 -3.6011e-03 9.8669e-03 5.5459e-04 -9.3667e-02 -9.3667e-02 -1.3862e-04 -9.8159e-05 -8.3333e-02 -8.3333e-02 7.1678e-02 1.6925e-02 -9.7017e-04 -9.7017e-04 -9.7017e-04 2.7745e-03 2.7745e-03 2.7745e-03 0.0000e+00 0.0000e+00 0.0000e+00 0.0000e+00 -5.7592e-03 -5.7592e-03 8.3195e-04 8.3195e-04 7.3671e-03 3.4677e-02 3.4677e-02 -1.5243e-03 1.9418e-03 -2.0784e-03 -2.0784e-03 1.1888e-01 1.1961e-01 1.1961e-01 3.7465e-03 3.7465e-03 -1.3858e-03 -3.6011e-03 -3.6011e-03 -6.7304e-03 -9.3667e-02 -9.3667e-02 -3.3243e-03 3.0522e-03 -1.3862e-04 -7.8863e-03 -7.8863e-03 -9.8159e-05 6.9327e-04 -8.3333e-02 -8.3005e-03 -8.3005e-03 -9.2345e-02 2.0483e-02 1.6925e-02 1.6925e-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 0.119 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 1.9300182 6.5320395 10.8441749 12.9045203 11.4538452 10.6084777 10.6540298 10.4360983 11.8052041 8.2021331 -0.8772610 2.5820742 7.5655918 9.7763891 10.3999357 15.0210844 3.9605951 11.7737001 8.1282728 9.1996642 8.9899272 10.6540298 3.7664998 10.0083447 5.9300040 9.2209173 7.8941381 9.7701069 7.4069405 4.4080529 0.1226065 5.9170641 6.2311732 8.3705758 9.3514671 10.0519067 7.5320395 2.7076131 4.4080529 -0.877261 6.497687 9.552055 9.527769 10.541555 11.981406 10.552578 11.135622 10.432125 9.616504 10.184694 6.980630 10.450201 4.909504 12.497253 9.568698 9.725347 12.802661 8.403419 3.292576 9.827417 11.225936 11.758820 12.226428 3.029541 10.841609 10.552578 13.683868 9.843748 8.510666 8.604448 11.422715 8.008223 8.663745 10.688227 9.017466 11.291947 10.611493 8.831732 9.084098 12.322321 12.445281 10.179286 10.898670 5.646212 8.534159 11.807616 3.370583 -0.877261 9.057813 9.273665 10.970489 11.172837 10.524595 10.267944 11.180640 8.199464 5.292572 4.677238 10.409125 8.538390 10.610991 8.817877 4.955541 10.675798 10.828281 10.365227 12.364483 10.650125 10.606968 9.623490 7.088433 10.694401 4.514968 -0.877261 6.231173 10.618788 9.701021 9.297574 10.229211 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 & neck squamous cell carcinoma 10 1970 0 white not hispanic or latino 4 3 NA NA 1 3 4 3 2 2 0 0 0 0 0 0 4 0 0 7 0 0 0 4 0 0 0 0 4 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 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 7 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 4 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 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 4 7 0 0 0 0 4 0 4 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 6 4 0 0 0 0 0 0 0 5 0 0 0 0 2.67019e-06 7.975891e-07 43.1372549019608 13.7254901960784 3.92156862745098 26.4705882352941 12.7450980392157 11.5722628 -1.1923154 10.7714244 NA 4.2001198 10.0563264 0.8077671 5.1476567 8.2855641 17.1573246 4.6406961 8.6263880 7.4002630 NA 9.1081585 10.2108179 4.0932052 7.6532958 10.0372256 7.6119366 4.2672361 NA 8.4316873 9.7865163 10.2282925 4.2001198 9.6159656 9.9963947 10.1702976 NA 2.6151573 8.7682856 NA 13.7888825 7.9110935 9.6650093 9.6758567 7.0978246 4.7850849 9.9241498 2.2672361 NA 12.9290965 9.0172591 NA 8.9926812 4.2996623 10.4610988 7.2214334 -1.1923154 -1.1923154 5.6904478 3.6151573 15.5199161 16.8824140 12.4721731 12.1613662 11.7205081 NA NA -1.1923154 10.4802312 9.0074781 10.8021593 9.2825258 0.8077671 18.1056961 17.6161636 12.4925545 NA -1.1923154 NA 11.0004069 NA 7.7026236 4.8738968 9.5181043 9.8819474 10.7236852 15.2503444 8.3254750 5.9575525 3.3927708 11.5701879 NA 10.4775768 11.3215211 8.5989688 11.7840119 10.4151362 NA 8.6005961 10.3508377 9.3814530 -1.1923154 3.5626942 8.5259620 5.4077198 2.8952638 7.5593496 9.9486356 12.3581919 -1.1923154 NA 1.1297446 NA 10.8892893 7.6501564 12.7819515 10.4789046 9.4392375 10.0897358 NA 0.3927570 13.5996301 6.6657864 11.3088966 9.5289051 9.9758511 9.0986656 3.5082512 11.3993282 NA 1.8078083 11.2749018 8.8698520 11.2923770 9.8190331 9.9195936 11.0533585 3.6657907 9.4030167 7.8712011 -1.1923154 8.3776613 NA 0.00055459 0.00055459 -0.00138580 -0.00138580 -0.00138580 0.00055459 0.00055459 0.00013863 0.00013863 -0.63206000 0.61063000 0.59602000 0.58399000 0.58399000 0.58399000 0.58399000 -0.00360110 -0.00360110 0.00235810 0.00235810 -0.00622860 -0.00622860 0.10555000 0.00485790 -0.00761010 -0.00761010 0.00041593 0.02132300 -0.00346270 -0.00346270 -0.00346270 0.00055459 0.00055459 0.00055459 -0.00138580 -0.00138580 -0.00138580 -0.00138580 -0.01739100 -0.01739100 -0.01074800 -0.01074800 -0.00539920 -0.00138580 -0.00138580 -0.00138580 0.00305220 0.00013863 0.00013863 -0.63206000 0.58399000 0.58399000 -0.62665000 -0.61604000 0.00000000 0.60160000 -0.00360110 0.00235810 -0.00622860 -0.00622860 -0.01216200 -0.00277070 0.10555000 0.00097293 0.00097293 0.00485790 0.00680440 -0.00761010 0.01642500 -0.00353610 -0.00968060 0.02132300 0.02132300 0.02132300 -0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.000 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 0.106 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 0.000 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 NA 5.8078057 10.8364026 13.1987137 11.2720963 10.7506868 10.6885372 0.3927570 11.6430668 6.7146961 -0.1921505 3.5626942 6.9976300 7.4872862 10.1070138 13.2775112 4.0023695 11.2382584 5.2001237 8.5837616 7.6595550 10.6885372 1.1297446 10.1752206 4.5082448 9.2254053 7.8021590 9.1364808 8.3736887 1.3927570 0.8077671 5.1476567 5.2171958 8.1093020 10.2600471 10.2393034 7.7236855 -1.1923154 3.4516595 NA 7.480231 11.168104 8.806396 6.174129 11.309145 7.437163 10.157087 11.336992 8.321534 10.006251 6.665786 11.460875 4.324134 11.321521 8.086255 9.726669 13.547381 8.460651 4.738541 8.309643 10.8909527 12.2238116 11.6885373 -0.1921505 10.0704879 11.2870809 13.7310312 7.3700483 9.2140109 7.8494652 12.8114116 7.8802870 8.5825929 11.3123766 9.6618949 10.0372256 9.2393035 8.0722484 6.9877154 12.9290965 8.9926812 10.0123770 12.1613662 6.4225156 6.4516628 12.4925545 2.7147071 0.3927570 8.5237678 11.8268753 11.7840119 10.4151362 10.7143207 10.3508377 11.1118719 7.4298578 0.8077671 NA 10.0718672 9.0099296 9.5651958 5.3313684 7.2129477 10.8892893 10.4202136 10.0897358 12.6958831 10.5957084 10.0257636 9.6247894 7.5458981 11.6020186 -1.1923154 NA 1.1297446 10.5840949 8.9764779 9.0769326 9.5177513 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 & neck squamous cell carcinoma NA 1949 0 white not hispanic or latino 1 6 NA NA 1 3 1 2 2 2 0 0 0 0 0 0 0 0 0 6 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 6 4 0 0 0 0 0 7 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 4 0 0 0 0 3.91859e-06 1.2484e-06 10.5263157894737 37.5 3.94736842105263 23.0263157894737 25 7.6301040 NA 9.6908700 1.6852674 6.2581345 10.1173697 NA 4.3633183 8.9369647 16.4313504 6.3745440 9.8114336 7.3801259 NA 8.0809939 8.9761858 4.6487185 4.4926031 12.2338748 8.8021092 5.1446786 NA 8.9539045 4.3633183 9.6807300 5.7208694 9.9179062 9.4454664 9.4887309 NA 0.9483018 7.7501281 NA 13.9817602 7.5580740 10.8971338 9.2791969 6.0071731 5.2212971 9.3477358 4.1706702 0.3633393 9.9963126 8.5506695 1.6852674 12.0674372 3.2322002 12.1575302 7.1381049 NA NA 7.3801259 3.8868818 17.1825420 17.1424712 12.3664013 13.0087507 12.6442331 NA NA NA 9.9660163 6.1834964 11.3083954 8.2520608 2.6852450 19.2195469 17.7414640 11.0370681 3.3633113 1.6852674 0.9483018 10.5611483 2.5332394 6.5824853 4.4507824 9.6350956 9.4990267 12.3652533 15.4458407 8.9780271 6.4077113 5.6487185 12.0786360 1.6852674 10.7394428 9.5531420 8.3116847 9.9005358 9.3420278 3.6852450 9.2352225 9.2851583 4.8551725 0.3633393 -0.6366607 9.3233917 3.3633113 2.3633113 7.8430976 7.5580740 12.6124308 5.0912386 NA 4.3633183 -0.6366607 10.7323694 7.2881297 12.4399660 9.7673946 7.3179787 8.5282244 4.2702075 2.3633113 12.4985457 6.7383571 11.9246053 7.0215286 9.5357449 9.2896431 7.3291021 9.1381044 NA NA 10.5244493 8.7811699 11.4387965 8.6533363 9.3898408 12.1595598 3.8227505 9.2613898 7.9595070 NA 8.1930404 NA 0.3967800 -0.3141200 0.6171600 1.5745000 1.6558000 0.3652600 0.3652600 0.0189450 3.6569000 0.2839000 1.4989000 3.6569000 0.0041032 0.0041032 0.0041032 -0.0149160 0.0338310 3.6569000 -0.0023553 -0.0023553 0.0458490 -0.3732400 -0.0228810 -0.0365380 -0.0227440 -0.0298570 0.3383600 0.4139600 -0.4370200 -0.0290380 0.1890400 0.4351300 0.4351300 -0.3141200 -0.3850400 -0.3801100 -0.3801100 -0.3801100 0.0185590 0.0520650 0.1007400 0.1007400 0.1007400 -0.3588600 -0.3588600 -0.3859000 0.3652600 -0.3368700 -0.3576100 -0.4079300 0.0041032 -0.0149160 -0.0682610 -0.0682610 -0.0088526 0.0338310 -0.3845900 -0.0713320 -0.3745200 -0.3745200 0.0188030 0.4087800 0.2962800 -0.0298570 -0.0298570 -0.0365380 -0.0202750 -0.0298570 -0.0338140 -0.0338140 -0.0088009 -0.0283550 -0.0283550 0.0204910 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 0.365 0.365 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 0.365 0.365 0.000 0.000 0.815 0.815 0.000 0.000 0.000 0.000 NA 4.4507824 10.8293938 13.1077308 10.5927370 10.6936741 11.6475631 2.1706622 12.7832789 6.0498181 0.3633393 3.1706782 5.7208694 8.9255598 10.1754947 14.4853365 4.6856038 12.6171649 7.8104007 8.6172831 8.6716564 11.6475631 3.3633113 9.7470216 5.4507791 8.1706722 5.9632313 8.6136156 7.2191821 NA 6.1182040 3.9482831 8.5506695 8.0286531 9.3912234 10.2197429 6.4925999 2.9482831 2.8227505 NA 6.781170 11.818645 9.010776 9.131502 10.924605 9.316059 11.822237 10.532616 7.144677 9.802109 7.461349 8.985369 4.302070 9.553142 7.933173 9.344885 15.325701 2.170662 5.755635 9.025096 8.9102119 11.2907250 11.1910571 NA 9.8651545 10.7615266 13.7959859 9.2505379 8.4874385 7.7895819 12.1640151 8.0878314 9.2321400 10.5338685 9.1064687 12.2338748 9.9899390 7.5921363 7.2762063 9.9963126 12.0674372 9.9917629 13.0087507 6.5130643 5.5332425 11.0370681 -0.6366607 NA 7.4131659 8.1512200 9.9005358 9.3420278 10.6556390 9.2851583 10.4097593 6.9102122 NA NA 9.4979105 6.7979455 9.7230670 5.1182060 1.6852674 10.7323694 10.0044660 8.5282244 13.2624855 9.8481403 8.6464057 7.7853818 8.7684589 11.6118380 3.0637618 2.1706622 2.6852450 10.6607553 8.6829897 8.9388565 10.1826981 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 2 NA NA 1 3 1 2 2 2 0 0 0 0 0 0 5 0 0 4 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 4 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 6 0 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 4 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 6 0 0 0 0 0 0 1 0 0 0 0 5 4 0 5 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 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 7.317013e-06 3.779879e-06 11.280487804878 59.7560975609756 3.04878048780488 17.0731707317073 8.84146341463415 6.4761694 NA 9.1877499 NA 5.3956798 9.8169859 2.4649296 2.7868681 9.0156891 13.8574611 7.5734669 8.6273336 8.7152410 NA 7.7549610 7.8615473 3.3718376 2.0499095 11.0897379 7.9487579 4.7868681 NA 7.2264941 6.7410665 10.0545936 NA 9.6235521 8.9963238 9.2131353 1.7868891 2.0499095 7.7012434 8.4393572 10.4328891 8.0942989 11.3886413 7.1514428 5.7317290 5.0499052 9.9284667 2.6348720 NA 9.5024893 7.0499052 NA 11.3590023 7.1848099 10.9924194 5.0499052 NA 1.7868891 5.7687242 3.2722920 15.0798823 15.4917891 12.4624747 12.9942509 11.6946625 NA NA NA 9.0309965 6.3718324 12.2053556 7.6498181 NA 20.3549083 17.8004636 12.5550548 6.3956798 NA NA 10.7509225 7.6448513 6.1791886 4.7128709 8.1751977 9.4914659 11.5310316 14.2372054 8.2131353 4.5942261 8.6743957 13.5417580 2.0499095 10.3182520 9.9006127 8.3383865 9.5430931 10.1962614 NA 8.9487582 8.6841111 7.2722976 NA NA 9.7279533 1.7868891 2.9243660 8.0041013 6.8912077 12.4831426 NA NA 6.7958591 2.2722920 9.9294882 7.2528452 14.1230981 10.3406918 7.5216342 7.9687682 0.4649819 2.4649296 12.7394662 6.4761694 11.5754257 5.4191377 9.0611322 8.5576996 2.2722920 7.7410665 1.7868891 1.0499095 9.4983654 6.6547663 9.8922553 8.7618587 7.6695137 10.7624319 4.6348662 8.0079742 7.6596991 NA 8.8953950 NA -0.0348960 1.0432000 1.7290000 0.4449500 0.8774800 -0.0114650 0.4292400 0.6764200 0.1302200 -0.0769380 0.3429200 1.4236000 -0.5270500 -0.5270500 -0.0194440 -0.0253380 -0.0158710 2.2269000 1.0122000 -0.0286800 1.6746000 0.3601900 0.9011100 0.5003100 0.5187500 0.1752900 -0.0064973 1.0814000 -0.0099487 -0.0099487 0.4532700 -0.0257490 -0.0542540 0.4617900 0.0063949 0.0036154 0.0469920 0.0000000 -0.0234210 -0.0234210 -0.0202120 0.4500400 -0.0246540 -0.0201300 -0.0201300 -0.0378400 -0.0332610 0.1302200 -0.3312100 -0.0595310 -0.5270500 -0.0194440 0.6619900 0.6619900 -0.0035934 -0.0521580 0.0047267 -0.0374820 -0.5588600 -0.0279370 0.7788800 1.4267000 -0.4262500 0.4116300 0.4116300 -0.0317610 -0.0800010 -0.2463000 0.3401600 0.8161100 -0.0291670 0.7285000 0.0566630 0.0566630 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 -0.481 0.431 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.415 0.634 0.634 0.000 1.424 0.000 0.000 1.081 1.081 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 -0.481 0.431 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.415 0.634 0.634 0.000 1.424 0.000 0.000 1.081 1.081 0.4649819 4.8572595 11.1173393 14.4375633 10.6485778 11.0924763 12.3714573 5.7687242 13.3039493 4.8224956 1.4649296 6.8995708 5.5093380 7.6596991 9.9467418 12.3659978 5.6146892 10.2189948 7.6044939 8.7126563 7.3536859 12.3714573 NA 9.7789591 3.6348720 6.9078857 5.1373683 8.7846146 6.2474813 2.0499095 2.6348720 4.0499008 7.8529595 5.1653814 8.1549406 9.8014489 8.0347979 2.0499095 3.2722920 NA 4.165381 9.878570 9.712870 8.459296 12.106768 8.416227 11.716721 11.502489 5.246302 10.134713 4.924375 8.528338 3.734720 9.900613 7.395680 8.027185 14.803215 7.304146 4.219827 8.555055 10.5181895 10.8980062 9.2593582 NA 9.5024893 12.7359677 13.0562286 9.4493608 7.3897552 7.0722730 10.5530681 6.7088783 8.3506387 10.7727124 10.6725669 11.0897379 10.6627734 8.5942253 5.8399823 9.5024893 11.3590023 9.9223233 12.9942509 7.1087983 4.1653814 12.5550548 NA 1.7868891 6.6146892 6.2593591 9.5430931 10.1962614 10.0805720 8.6841111 9.9766950 8.0759674 NA -0.5351227 9.9992648 5.7868708 9.3057202 5.9727363 1.7868891 9.9294882 9.4364859 7.9687682 12.8666219 11.0021608 8.3506387 6.2851211 8.5011159 11.4928484 -0.5351227 NA NA 9.1391169 8.1302781 9.6901499 9.3748354 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 & neck squamous cell carcinoma 54 1975 1 white not hispanic or latino 1 6 NA NA 2 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.358089e-06 7.629113e-07 27.7777777777778 12.2222222222222 2.22222222222222 22.2222222222222 35.5555555555556 7.8907707 NA 9.2447603 NA 2.2224027 10.2312212 4.7369674 4.3692361 8.5130695 16.5606712 6.1429586 9.4484606 7.7096580 0.4150014 8.1832220 10.5137276 4.6629631 4.1154744 6.7987414 6.5545889 3.5024961 NA 4.0000000 11.1446582 9.4662464 1.7369512 10.0398330 9.4387919 10.1757575 -0.5848904 0.4150014 7.6042693 NA 13.0315863 9.3442959 10.9867901 8.3634046 8.0552824 3.0000000 11.4925208 NA NA 10.6140963 9.1137422 NA 11.1505935 2.4150285 10.5320312 4.5025025 -0.5848904 NA 5.3457760 1.0000000 17.3564634 17.2920064 12.3565675 13.5139743 11.7236609 NA -0.5848904 NA 10.3706874 7.1963975 10.9493404 7.9810917 NA 19.5841624 19.0809420 10.4505239 NA -0.5848904 -0.5848904 10.9003637 NA 6.5749083 6.1154765 9.4295183 9.1749257 11.6444572 14.6863911 8.9048854 4.5025025 2.2224027 12.6159361 -0.5848904 10.1522848 10.6677030 6.9848935 9.5786872 10.1128738 NA 8.6677030 10.0407463 1.7369512 0.4150014 NA 7.8381954 2.4150285 4.8413039 6.8988529 7.6486574 12.8427432 NA -0.5848904 6.1154765 NA 8.4290581 6.4037228 13.1935254 11.5596958 8.4319292 8.7096584 NA 4.1154744 12.9172477 6.2605282 11.8566849 7.4374050 8.8538295 9.0056245 7.2352168 9.0927571 0.4150014 0.4150014 7.3219281 9.1996723 10.5571446 8.8559066 9.0297474 12.1695075 3.5849625 8.8968370 8.1429581 NA 10.3391076 NA -0.07667800 -0.10184000 0.02468900 -0.00429290 -0.00429290 0.00569190 0.00569190 0.01000600 0.01000600 -0.01312700 1.10050000 1.09060000 0.55815000 0.00175900 0.00175900 -0.00553750 0.00875280 3.35690000 0.00235810 0.00235810 0.00374650 0.00374650 0.00069327 0.04712600 0.01209700 -0.57457000 0.56025000 -0.00899060 -0.03463100 -0.03463100 -0.18672000 -0.07667800 -0.10184000 -0.10539000 -0.57328000 -0.57328000 -0.00401620 -0.57950000 -0.00290910 0.00124810 -0.00277070 -0.00983750 -0.00650500 -1.18760000 -0.60041000 0.12285000 0.00569190 0.01000600 0.00444110 -0.02466100 0.00175900 0.00763920 -0.00097017 -0.00097017 -0.00429290 0.00875280 -0.58098000 -0.02493500 -0.57555000 -0.57555000 0.00972760 0.01656500 0.00666530 -0.62293000 -0.00277070 0.04712600 0.04712600 0.01237600 -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 1.031 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 1.031 0.000 0.000 0.000 0.000 NA 6.1832225 11.1331422 13.6354914 11.9116417 11.7013065 11.5689062 8.1223968 14.5198410 4.8073549 -0.5848904 4.1154744 5.0000000 6.4484600 10.2830884 13.6635581 5.4202129 11.4167975 9.4470832 8.7256502 7.8496659 11.5689062 3.2223873 9.9008668 4.4594316 9.0480326 6.2094534 8.9829936 6.7699476 2.0000000 0.4150014 3.8744724 5.9068906 7.9346739 8.3923174 10.0065599 7.3923174 1.0000000 NA NA 6.614710 10.645058 8.462162 8.232021 11.731319 6.954196 11.500178 10.355351 7.619609 9.587465 5.392317 9.774787 4.385893 10.667703 8.398031 8.209453 13.594726 6.533979 5.169925 8.634206 10.3435558 11.6480579 12.3301699 1.7369512 9.7380923 11.2106713 14.5395555 9.4958550 7.9657843 6.9848935 11.1518622 8.0937081 8.7703887 10.9575858 8.8328900 6.7987414 9.3068211 8.5025005 6.5545889 10.6140963 11.1505935 9.5064728 13.5139743 5.9228329 6.0588944 10.4505239 NA NA 7.3923174 8.1931148 9.5786872 10.1128738 11.0949574 10.0407463 10.3894521 6.2605282 -0.5848904 NA 9.5240063 5.5504913 8.8846794 5.5849625 3.6629688 8.4290581 10.1352818 8.7096584 13.4792750 11.2179577 8.7504280 8.4262648 6.7987414 11.2256092 4.0588966 NA 4.0588966 10.0479600 8.4150374 8.4457048 10.0705682 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 & neck squamous cell carcinoma 74 1959 10 white not hispanic or latino 3 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 2.150023e-06 7.629113e-07 44.047619047619 9.52380952380952 1.19047619047619 21.4285714285714 23.8095238095238 9.98314026 NA 11.07199778 NA 2.91920658 10.04573837 5.93117954 5.09977911 8.31837695 16.87624186 7.12084024 8.34099035 7.71967425 NA 9.90485812 10.15697358 5.54976773 2.71274984 6.15186693 7.77053836 3.40463068 NA 6.57455720 4.26024400 10.79531353 6.20213950 10.44537910 10.30923156 10.25191385 NA 2.01231837 8.77640737 NA 12.65029863 7.69881577 10.50466925 10.78710241 7.71621860 3.40463068 12.28756686 2.18224734 NA 13.36284019 8.87029628 0.01235413 9.57455777 8.73970839 11.34826391 7.14159832 -0.98764587 -0.98764587 6.52801489 1.59726895 15.48089084 17.06163802 12.39547959 11.27851625 12.13287722 NA NA 1.81966818 11.02703328 8.52010987 10.94821704 9.14288590 0.96465739 17.77662325 19.24227124 10.96068256 NA NA 0.59731663 11.15410317 NA 6.51216050 5.93117954 11.13414019 10.60243452 10.90599607 15.41145971 9.39277635 5.31609504 2.91920658 11.76553205 0.01235413 9.82208353 11.55437987 8.18224039 11.55026167 11.63001233 NA 8.34547089 10.83329200 7.33424378 0.01235413 -0.98764587 7.20386772 3.40463068 5.68474021 8.49613115 9.58311982 11.72613142 -0.98764587 0.01235413 3.65617599 NA 11.19904864 8.38952594 13.18239685 11.43726889 9.82176187 10.66112223 0.01235413 3.65617599 13.63356593 7.67052667 11.40811720 5.83249512 9.43505284 9.84640713 6.83886355 11.25935277 1.33422501 0.59731663 10.18911181 8.68297142 11.03086325 8.88422059 9.52209028 12.67186533 2.59726895 9.11000507 8.73341468 -0.98764587 11.90637515 NA -0.00609040 -0.00749650 0.09507200 0.06279400 0.06279400 -0.00719580 -0.00719580 0.55031000 -0.01009400 -0.27846000 0.25543000 0.26907000 0.54030000 0.54030000 0.54030000 0.00097064 -0.00166290 -0.00166290 -0.00221680 -0.00221680 -0.01367700 -0.01367700 0.00652620 0.00870820 -0.00456950 -0.00456950 0.00791750 0.03214200 0.09173500 0.09173500 0.27222000 -0.00609040 -0.00749650 0.00055459 -0.00473810 0.09507200 0.09507200 0.09507200 -0.02315500 -0.01161100 -0.01161100 -0.01161100 -0.01578100 0.06279400 0.06279400 0.06279400 -0.00719580 -0.01009400 -0.01009400 -0.27846000 0.54030000 0.54030000 -0.00648990 -0.00648990 -0.00097017 -0.00166290 -0.00166290 -0.00221680 -0.01367700 -0.01367700 -0.00152430 -0.00152430 0.00652620 0.00208050 0.00249690 0.00870820 0.00870820 -0.00567570 0.00903120 0.00903120 -0.27619000 0.04670000 0.03214200 0.03214200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.262 0.262 0.000 0.000 0.000 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 0.255 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 0.262 0.262 0.000 0.000 0.000 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 0.255 0.539 0.000 0.000 0.000 NA 6.76050839 11.08746019 12.06046158 11.73213193 10.86445461 11.82969876 1.81966818 11.94138876 4.50416908 -0.98764587 2.81966818 6.36986776 7.42594347 10.43438011 13.82894902 6.01973527 11.43779352 7.35661131 9.02720051 7.15697396 11.82969876 -0.98764587 10.51265929 4.18223940 9.08519810 7.06759785 9.63711081 7.55069831 2.47175974 0.01235413 6.88772631 6.34323192 8.77718692 9.89342926 10.17344716 7.43016817 1.59726895 3.65501974 0.01235413 9.18848846 10.29829540 11.58800581 8.76553209 11.71253826 7.32972818 10.63893697 10.91167226 9.65977368 10.36049015 6.21198755 11.03468316 4.08313676 11.55437987 8.63070069 9.48804879 12.57983295 9.62702511 2.47175974 8.79695005 10.662021 11.664488 11.301181 NA 11.121493 11.255787 15.016968 9.889599 8.862502 8.578369 11.883451 8.736608 8.555347 10.508170 8.423826 6.151867 10.430168 8.417457 6.726562 13.362840 9.574558 10.254894 11.278516 5.438579 6.677651 10.960683 NA NA 9.079750 8.634367 11.550262 11.630012 10.846786 10.833292 11.315525 8.991026 2.012318 NA 9.990439 8.075710 11.111992 5.369868 2.819668 11.199049 10.625184 10.661122 12.210914 10.485514 9.867963 9.441722 6.876501 10.939723 3.919207 NA 5.202139 9.807056 9.860156 9.833292 10.009495 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 NA NA 4 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.699212e-06 5.548446e-07 36.3636363636364 21.2121212121212 3.03030303030303 27.2727272727273 12.1212121212121 9.8163880 NA 9.7609819 3.5012353 5.5673264 9.7045865 5.6097638 5.6305220 8.6935312 17.1755688 6.2694222 9.1736639 7.9400305 NA 8.6071472 8.5807232 4.5887026 7.9890788 11.1264908 5.5236059 4.3085939 NA 8.8073002 11.6777234 9.8073002 3.0862063 9.4899232 9.7082528 10.3661985 -0.4987902 3.4081276 8.6407131 1.0861723 13.1475722 11.4360351 9.9880735 8.6786582 7.1877390 6.4785189 10.7318594 3.7491695 NA 10.8483062 9.3777554 -0.4987902 12.2677674 7.7958591 11.8579656 5.5012385 NA 0.5012098 5.4319772 -0.4987902 16.5074331 16.6619897 11.9858047 12.3366968 11.6786581 NA NA 0.5012098 10.0040703 7.8095778 11.7515369 8.8543853 NA 20.3436940 19.1330710 10.9322137 NA 1.0861723 2.0862063 10.9498711 NA 10.0000878 5.0862021 9.3219441 9.5026467 10.7503520 14.9972497 9.0287156 5.8935564 4.2016809 12.1408054 NA 9.9127495 10.6019008 8.4525234 10.7191962 10.3869349 -0.4987902 8.6045262 9.7889509 7.0403971 -0.4987902 1.8231787 7.9450107 4.5012417 5.7106907 7.8762781 9.0955632 12.2353130 2.0862063 3.8935564 6.8321558 NA 10.8664674 6.3467282 13.8616741 11.5001815 9.2015047 9.3975709 NA 5.0247984 13.0994074 6.0862021 11.4781606 8.6123742 9.1085689 9.1701236 7.9233031 10.3317537 -0.4987902 NA 10.3134158 8.2891410 10.5538066 9.4201017 8.9254049 11.9746906 3.9606692 9.2003599 7.4378769 NA 10.3576641 0.5012098 -0.00553750 -0.00553750 0.00097064 -0.02000100 -0.02000100 0.46383000 -0.01078400 3.65690000 -0.00548310 -0.50981000 0.47306000 0.47306000 0.00069327 -0.50479000 0.00291330 0.00291330 0.00000000 -0.00025076 0.00555290 0.01768400 -0.00816240 -0.00816240 0.00889200 0.01070300 0.04570800 -0.50225000 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 0.00027728 0.00652620 0.00652620 0.01014600 2.89530000 -0.00595220 -0.00595220 -0.42691000 -0.00548310 -0.00548310 -0.50981000 -0.51373000 0.00291330 -0.30369000 0.84672000 -0.00263220 0.00000000 0.00291330 0.50082000 -0.00816240 -0.00816240 -0.00166290 0.50255000 0.00889200 0.00930980 0.00930980 0.01070300 -0.01106000 -0.50225000 -0.04604100 -0.04604100 -0.02849100 -0.00277070 -0.00277070 -0.00277070 -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 4.893556 6.661110 10.768610 13.397949 11.824856 11.465579 11.717075 12.363295 11.961694 7.700911 1.501261 1.086172 5.993092 8.927503 9.891407 15.068749 6.113590 11.340836 9.271076 8.729672 7.561935 11.717075 2.308594 9.803877 5.960669 8.589550 5.993092 9.024801 6.929096 5.201677 2.308594 4.927503 7.340442 8.710692 8.698455 9.673666 7.321418 2.086206 1.501261 -0.4987902 5.8762787 10.5753800 11.9883249 8.8433131 12.2246862 8.7981549 10.9606702 11.4249374 7.2627902 9.7515370 5.6711631 9.9616944 3.2752306 10.6019008 7.3277870 8.5833875 13.5095096 7.8366286 2.5012353 7.8543853 9.986061 11.708558 11.126034 1.086172 10.218915 10.776199 12.919866 9.274378 8.318222 7.194725 12.844424 6.879143 8.627943 10.847198 8.515259 11.126491 9.630522 7.849967 5.455436 10.848306 12.267767 9.659848 12.336697 6.501238 5.710691 10.932214 NA NA 8.668657 7.768025 10.719196 10.386935 9.812987 9.788951 10.011013 7.159450 NA 2.960679 10.431532 7.308594 12.126491 4.308594 4.024798 10.866467 10.578722 9.397571 12.420288 10.819781 9.360773 8.343589 8.599271 11.648761 2.086206 1.501261 5.086202 10.422239 8.148697 8.933780 8.580723 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 & neck squamous cell carcinoma 81 1958 0 white not hispanic or latino 1 2 NA NA 4 1 5 1 2 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 6 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 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 1 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 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 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 6 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 5 0 0 0 0 3.571812e-06 1.525823e-06 12.9251700680272 13.6054421768707 8.16326530612245 33.3333333333333 31.9727891156463 6.80376950 NA 9.70134944 2.87776388 3.92507846 10.40080911 3.14081137 6.18033288 8.20928423 15.71945220 5.57079078 8.96523278 5.72576569 -1.02914635 7.97650398 7.82574747 4.64330209 4.46273292 7.68855595 7.20449876 2.14081137 NA 5.34591792 4.05834247 9.68168574 NA 11.07121315 9.69112357 10.42312053 -1.02914635 1.55586523 8.36171485 NA 12.69677809 10.00292511 11.22620300 8.28149194 6.82262819 7.72242367 10.35620248 1.97089046 NA 10.12506457 8.26089837 NA 12.49063842 3.80427044 11.47793065 8.07154174 NA 0.55581616 7.52162635 0.97085365 16.78721917 16.30317774 12.36010734 11.44382398 11.50420906 NA NA 1.97089046 10.68855578 8.30403457 11.39504560 8.33720174 NA 16.11705021 16.47165121 11.83603264 1.29278175 -1.02914635 0.97085365 10.89494952 2.14081137 10.56660303 4.67132168 9.39738521 9.73575096 11.09629282 13.85098895 9.20689348 6.60023555 3.87777369 12.25613705 -0.02914635 10.76326292 11.55019528 5.98210602 8.82574779 9.83041411 -0.02914635 8.84586071 8.26089837 4.25627852 NA NA 8.05682952 4.25627852 9.41796261 7.97930800 8.93954601 11.57959620 3.72576297 NA 1.29278175 NA 10.06363641 6.87174633 13.31156399 10.67910108 7.90040435 9.24467494 NA 3.49444121 12.68458804 6.82262819 11.46523492 5.79105867 9.18155059 8.63568221 5.55584069 8.40342112 1.77825064 NA 7.34591880 7.34591880 11.04769495 9.64683642 9.78546179 10.46323325 4.58558753 8.56697608 7.23766601 2.43031204 6.64330497 -1.02914635 0.00069327 0.00791750 0.41446000 0.00035224 0.01223700 0.38204000 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 0.00973730 0.00358610 0.00000000 -0.02329200 -0.00124730 -0.00124730 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 0.01167900 0.02048300 0.02048300 -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 -0.01914200 -0.40550000 0.01502800 0.01726400 0.00324440 0.00000000 -0.01023200 -0.01023200 -0.42451000 0.37874000 -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 0.382 0.382 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 0.382 0.382 0.000 0.000 0.000 0.000 -0.402 -0.402 0.000 0.000 5.81636931 5.10016191 11.44483869 11.58834680 11.63198937 10.25570348 11.77823425 13.39222100 12.16425068 6.26550066 -1.02914635 5.01527454 6.41382253 11.49640013 9.54830811 14.16609773 4.18849588 11.56753499 6.51003779 8.64977854 6.10016191 11.77823425 NA 9.38133075 4.25627852 9.75123038 6.19004786 8.78786306 7.29465475 4.99324865 4.25627852 4.90161513 6.77823486 7.30179613 8.63799091 9.75796564 7.44661272 -0.02914635 5.86569616 -1.029146 2.140811 9.506155 8.611124 7.982107 12.242051 8.446613 12.417963 10.433382 5.614736 9.325129 6.283763 9.467733 4.073957 11.550195 8.063637 8.730768 13.346936 8.855050 2.140811 9.001546 10.326781 11.693473 11.656723 -1.029146 10.028871 11.061984 14.921790 7.358896 9.013907 7.405507 10.922893 7.694472 9.337202 10.032250 9.746490 7.688556 9.580981 7.844324 6.578210 10.125065 12.490638 9.331726 11.443824 7.095000 4.218804 11.836033 6.345918 1.555865 7.237666 7.279219 8.825748 9.830414 10.214053 8.260898 9.900138 7.397144 2.778230 3.363199 10.117537 8.438485 11.343200 4.140803 3.218812 10.063636 10.332275 9.244675 13.438867 11.004646 10.455702 8.444585 9.470725 11.197292 2.292811 NA 4.180331 10.705322 8.755514 8.511976 9.954586 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 & neck squamous cell carcinoma NA 1983 0 white not hispanic or latino 3 2 NA NA 2 3 2 2 2 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 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 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 0 0 5 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 4 0 0 0 0 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 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 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 2.912934e-06 7.282335e-07 37.7358490566038 20.7547169811321 3.77358490566038 18.8679245283019 18.8679245283019 6.5115898 NA 10.3550781 -0.5968414 2.9880302 10.2993973 9.8188066 5.6884657 8.9324953 14.5606092 7.6557303 7.7953825 7.7867688 NA 9.2023465 9.9019140 4.6509943 3.9880302 3.9266257 7.9767119 -0.5968414 NA 5.6318842 1.9880120 11.1457953 2.7249994 10.8522135 10.3601669 11.2148409 -0.5968414 1.4030495 8.9910487 1.4030495 12.5143636 7.5829737 9.3558061 11.0917523 9.0360601 3.1034976 12.5840618 2.5729867 NA 12.2874262 8.8501481 NA 13.2292161 15.3519889 12.7238654 6.1035039 -0.5968414 NA 5.2359568 1.4030495 12.6324785 14.1014885 12.4344904 10.9441614 12.5451719 NA NA 3.4905316 10.6112992 8.9029108 11.2399042 9.7921584 NA 18.9887188 18.8907322 9.2120292 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0.027216 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 -0.129140 -0.122650 0.034254 0.136430 0.136430 0.023987 0.023987 -0.098418 -0.061152 -0.061152 -0.097627 -0.303800 -0.303800 0.175730 0.058 -0.114 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 0.058 -0.114 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 NA 8.1411569 10.3960032 12.5352432 11.9526089 11.0886897 10.9743435 -0.5968414 11.4142921 2.8624911 0.9880484 3.4030632 7.0895649 10.0825449 10.2015367 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0.4030495 -0.5968414 5.7606175 7.7720948 10.5291240 10.0378759 10.5024127 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 & neck squamous cell carcinoma 53 1960 0 white not hispanic or latino 1 3 NA NA 1 3 4 3 2 2 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 0 0 0 0 0 4 0 0 0 0 0 0 0 5 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 3.225034e-06 1.2484e-06 17.0542635658915 17.0542635658915 0 28.6821705426357 37.2093023255814 9.60776971 NA 10.48889043 3.53914640 4.23304440 10.68050537 2.91111631 7.51508163 8.70671530 16.31764959 6.25904081 8.74860279 8.73013622 0.77357442 9.72022869 10.64859612 4.40588347 5.67085450 4.87795033 8.53516610 4.69961271 NA 10.35255352 4.17960659 10.95824225 1.77361662 10.21904349 10.13336432 10.35669757 0.03660883 3.35857912 8.60077337 NA 12.64559701 8.45731110 10.25863905 10.61690773 8.80373011 6.34650487 10.64274588 2.35856505 NA 11.61690777 8.27186543 -0.54835367 11.79626001 6.38962015 11.17854342 9.16249304 NA -1.54835367 2.53915881 0.45164633 16.49379463 16.65743083 12.50043154 11.26225831 12.16206266 NA -1.54835367 2.77361662 10.99496023 8.95153272 11.45520458 9.82455180 1.85223860 18.19555145 18.44877794 12.13127674 -1.54835367 0.77357442 0.45164633 11.45239096 NA 7.29403712 6.00627558 10.61575137 10.40224263 10.79237133 15.14019655 9.35179880 2.35856505 3.62160649 11.04016709 -1.54835367 10.26586852 11.31429887 9.75375444 11.56282234 12.05705045 NA 8.58611319 10.86134277 3.58096551 NA -1.54835367 7.91343219 4.53915261 9.17449431 9.39420114 9.58611300 10.74112928 1.25906153 NA 5.10989959 NA 10.69605052 7.87585315 12.91973792 11.72548227 8.51533794 10.73853319 NA 1.91111631 13.05130902 8.98209289 11.29796058 6.36457593 9.37962010 9.26942197 6.69961409 11.10116746 3.40588347 1.25906153 11.31877236 8.34498824 11.37761193 9.58096966 9.06823549 12.81088717 3.35857912 8.45576654 8.67327374 -0.54835367 10.57839118 2.45169907 0.00083195 -0.00069303 1.16350000 -0.00622860 -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 0.16745000 0.07340200 -0.00207840 -0.00207840 -0.00207840 0.00083195 -0.00069303 -0.00069303 -0.33802000 -0.33802000 -0.34067000 -0.34430000 0.00000000 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 0.00277450 0.30074000 -0.00498440 0.00416320 0.00416320 -0.00013862 -0.00013862 -0.32217000 0.01042400 0.01042400 0.28865000 0.30058000 -0.32890000 -0.01505400 -0.01505400 0.00583090 0.08478700 0.07340200 0.07340200 0.000 0.000 0.161 0.161 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 0.161 0.161 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 NA 6.86107822 10.68320790 11.32589962 11.05276101 10.90932407 11.74989247 2.15211850 11.77909898 8.96541433 0.03660883 1.25906153 7.28140987 9.47821023 10.34347034 13.54241940 3.54929952 11.20092765 8.97524870 8.74277695 8.39566651 11.74989247 -1.54835367 10.13687349 4.60143505 9.00458622 8.39859279 9.47058221 7.39370278 0.77357442 1.45169907 7.68530666 5.91111870 8.42610118 11.17385381 9.17364041 7.33738285 2.03664399 1.62161821 NA 7.643980 10.438951 11.045993 10.009629 11.443386 9.321281 10.810613 9.805385 9.855764 10.074654 6.709074 10.812534 5.104890 11.314299 11.032652 9.639039 12.954776 2.358565 4.621612 9.209077 11.5774230 11.6599210 12.3520818 0.7735744 11.0086716 10.9334861 15.2168140 9.2726634 8.8397039 8.5069692 12.3329919 9.0455541 8.9624510 10.3096677 8.8578918 4.8779503 10.4608155 8.6562579 7.4289664 11.6169078 11.7962600 10.2586391 11.2622583 4.8610770 6.8004146 12.1312767 -1.5483537 1.2590615 9.0982453 8.9495384 11.5628223 12.0570504 10.3746426 10.8613428 11.1592615 9.1311668 3.2590465 NA 10.5504590 7.2264738 10.7448709 6.5861132 5.2718664 10.6960505 10.8240076 10.7385332 12.1370925 10.8397040 10.8589545 9.5096784 6.9192924 11.0567031 2.9111163 -0.5483537 2.9111163 9.9909618 9.3335653 9.1956795 11.2015561 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 1 NA NA 4 1 5 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 0 0 0 0 0 7.282335e-07 3.467779e-07 45.1612903225806 16.1290322580645 0 25.8064516129032 12.9032258064516 11.926952509 NA 10.416706974 4.292185410 2.814140217 10.714576269 8.530347809 8.418296645 9.192900098 16.041702928 6.643410328 7.937523305 7.724462011 0.591775147 9.454902159 9.797134278 5.561375020 7.801201346 9.313986558 8.056634464 3.530345468 0.591775147 7.526421772 11.065454036 11.067143977 -0.993091631 10.189800720 10.361035116 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7.703753415 11.047418012 9.448692442 10.365447917 9.740529942 8.563292004 11.218978125 5.196610978 2.814140217 11.031232931 9.300257369 11.644316336 10.208909572 9.235604533 12.620805401 4.176713716 9.310966028 8.845989576 2.328721595 11.390759996 2.328721595 -0.0169790 -0.0169790 0.0418830 -0.0314960 -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 0.1166800 0.0116790 -0.0262500 0.0304510 -0.0235930 -0.0169790 -0.0169790 -0.0169790 -0.0937990 -0.0937990 -0.0781440 -0.0781440 0.0045800 0.0045800 0.0045800 0.0045800 0.0045800 -0.0806880 -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 -0.0205490 -0.0898910 -0.0817990 0.1010300 0.1103800 -0.0845280 -0.0299940 -0.0299940 -0.0246610 -0.0246610 -0.0935350 0.0404240 0.1024900 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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 NA 6.0768028 11.0877373 13.3928373 10.9698263 11.3177797 11.8686159 2.2313095 12.8142770 3.8751706 NA 1.8162720 5.8751682 9.0736620 10.2940325 14.0774877 4.7969092 10.7992679 7.7311574 9.1633641 7.6825227 11.8686159 0.2313095 9.1913137 5.4407662 8.7607422 7.3554330 8.1200548 6.3257588 4.0386644 2.2313095 3.9317492 6.8606686 6.7470114 9.6204053 10.3727803 8.2199966 2.6907523 NA 1.231310 4.089295 10.165740 9.988702 9.224250 11.006099 8.129157 10.334600 9.719152 7.302774 10.012671 4.440766 9.963479 4.963580 11.788282 9.154639 8.851532 13.680573 5.801166 3.231310 9.062619 8.9489883 11.0657828 11.2171537 -0.7685676 9.1694210 11.7521759 14.3848547 8.4863403 7.7391062 6.5711610 10.3854969 8.2220679 8.6063512 11.0502933 9.6907434 2.5532376 8.6638537 8.5373733 5.9455562 9.9753046 13.3773235 8.5487244 12.9747787 7.4839770 4.5532376 13.5178695 1.2313095 -0.7685676 8.9878680 6.1382022 9.6332579 9.5611081 10.2777537 10.0110311 10.8966476 7.7897325 5.5350918 NA 10.4047890 7.3592031 8.7685301 4.6907411 3.3187796 9.9326183 10.7256674 9.3280268 13.5676788 11.4679240 9.7489811 8.3911830 7.7430645 11.9140869 -0.7685676 2.0386820 2.4012482 11.0045004 8.6512720 8.1561240 10.2397404 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 & neck squamous cell carcinoma 14 1950 0 white not hispanic or latino 3 3 NA NA 1 3 1 2 2 2 0 0 4 0 0 4 7 0 0 0 0 0 0 7 0 7 0 0 7 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 4 4 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 7 0 7 7 0 0 0 4 0 0 0 7 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 4 0 0 0 0 0 0 0 0 4 4 0 1 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 7 7 7 0 0 0 7 4 0 4 0 6 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 4 0 0 4 1 0 0 0 1.990505e-05 7.906535e-06 11.8727050183599 72.2154222766218 3.67197062423501 10.281517747858 1.95838433292534 9.9640770 -0.7577939 10.2385969 1.5640367 1.8270873 9.8614263 7.4995111 6.0750127 8.8195523 16.7576769 7.3454115 7.4269985 8.2617141 NA 10.0631000 9.3109015 5.2194048 4.4515738 3.2421299 8.3662448 NA NA 9.1384559 5.3506493 10.9003348 4.2421223 10.7656853 10.4882701 11.0185564 2.8270873 2.4120498 9.3155554 5.8714790 12.7665426 7.0300259 9.7754531 11.1602412 7.2308082 6.4417955 11.2707201 2.2421147 NA 10.7051368 8.8623432 NA 11.7307167 9.7418397 12.2279653 6.3610647 0.8270873 NA 5.0234816 2.7015491 15.1509616 14.9738237 12.8797671 10.9277482 12.3393325 0.8270873 NA NA 10.4325654 9.2741692 10.9852747 9.8886821 -0.7577939 18.0691217 18.8261830 10.3765497 NA NA 0.8270873 11.8294321 6.3506475 6.6933350 6.5275255 10.4734825 10.5601011 10.7514035 14.8961719 9.3649514 6.3401545 3.1490154 11.5461894 1.2421452 9.9347388 12.3550515 8.3269319 10.2115098 11.5844758 5.4515771 8.3816749 10.5919574 7.1369409 0.8270873 NA 6.7182616 3.4900566 3.7656833 8.9321214 8.8100793 11.4282376 1.2421452 1.8270873 5.0234816 NA 10.9507762 8.5974746 13.4070303 12.4408753 10.2496342 11.0738265 4.4900502 0.8270873 13.7345399 8.5298358 11.3378500 7.7259388 10.2762345 9.7328939 11.3681825 12.6733598 3.0494739 0.8270873 9.4637105 8.2393030 11.5994004 9.1429900 9.0414051 10.7681334 3.7015601 9.1519864 8.0494783 -0.7577939 11.0981598 NA -1.9452e-02 3.1835e-02 9.7252e-02 6.9327e-04 6.9327e-04 -3.5297e-02 -3.5297e-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 -6.0025e-04 1.9418e-03 1.9418e-03 -1.9452e-02 -1.9452e-02 -1.4641e-02 -1.4641e-02 1.3509e-01 -4.3027e-03 1.1093e-03 1.1093e-03 2.7728e-04 0.0000e+00 -1.4916e-02 -1.4916e-02 -1.4916e-02 -4.9047e-01 -6.7187e-01 5.0108e-02 5.4696e-05 5.4696e-05 -3.3062e-03 -3.3062e-03 -1.9058e-02 -1.3772e-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 -4.0230e-02 -2.9857e-02 -2.8491e-02 -1.5760e-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 -4.3027e-03 3.4687e-03 1.1093e-03 1.4805e-01 3.1675e-01 -2.1876e-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 NA 7.2136671 10.4019946 11.5121266 12.3720503 10.2844667 10.6610301 0.8270873 10.5407588 5.1247665 0.2420842 0.2420842 6.7259388 9.1384559 10.2568413 14.9242401 2.2457390 12.2109701 8.2946915 9.3287108 6.1001051 10.6610301 NA 9.8204960 3.5640489 8.8224762 6.6430033 10.6182488 7.3715606 2.8270873 -0.7577939 6.1001051 7.3662444 9.3506477 9.5100803 10.3649513 7.7178567 -0.7577939 0.8270873 NA 7.946027 11.885303 10.445459 11.371084 11.950992 8.527525 10.201401 11.960014 9.023483 11.093482 6.401994 11.243883 5.357946 12.355051 8.275546 10.214385 13.163987 8.779342 2.827087 10.082901 11.8273206 11.9118942 11.8531481 1.5640367 11.5828080 11.2919719 15.2278973 9.5786299 8.8949684 8.5752787 12.5643332 9.2175414 8.1758140 10.2885653 8.8859794 3.2421299 11.1735996 8.6829925 6.0494783 10.7051368 11.7307167 10.4953799 10.9277482 6.4220328 5.1001030 10.3765497 4.0494739 NA 9.3149258 7.5459043 10.2115098 11.5844758 11.1853707 10.5919574 11.2861759 8.9919928 NA NA 10.6204073 7.5996756 10.1654509 7.7735045 2.0494914 10.9507762 11.3604156 11.0738265 12.3241060 10.5367441 10.8692012 7.9251176 6.6258272 10.2933323 1.2421452 0.2420842 9.5651781 8.7849230 9.8186077 9.9861162 10.5355950 7.3558655 9.9615122 4.3714055 TCGA-CX-7082 82 1 11 NA head and neck stage iva t2 n2b NA male 2010 NA no head & neck squamous cell carcinoma 50 NA 2 white not hispanic or latino 2 4 NA NA 3 1 1 1 3 1 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 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 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 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 7 0 1 0 0 2.704867e-06 9.70978e-07 12.2641509433962 23.5849056603774 1.88679245283019 21.6981132075472 40.5660377358491 7.98749369 -0.01624935 11.03902383 0.39878815 3.35297034 10.19765570 7.33835845 5.42114586 8.90260454 14.95999226 6.89463347 7.87855922 8.69339984 -1.60121185 9.46755726 9.77327506 5.62441970 2.39878815 9.89563269 9.07032009 2.79110557 -0.60121185 9.65026140 6.48624133 12.02779396 NA 9.97950851 10.72211521 10.89213401 -0.01624935 2.98373241 8.37707472 NA 14.05855188 8.86332460 9.84837647 11.55975330 8.07473608 5.66556616 11.86994603 3.44316900 NA 12.62714669 8.95144792 NA 11.11431197 7.50698984 11.87311862 5.12670034 -0.60121185 -1.60121185 5.45406071 1.72071624 15.04492638 14.65336690 12.84909385 10.36564486 12.93557251 -1.60121185 -0.01624935 3.15365944 11.48042878 9.39948323 11.59261223 10.38710853 -0.01624935 16.75095169 18.29188932 9.94663744 1.39878815 1.72071624 -0.60121185 11.82465044 -0.60121185 9.44385588 4.32951831 11.63785379 10.77191594 10.36564486 15.06523872 9.65793363 8.82189481 3.44316900 11.23087775 -0.60121185 10.37391036 13.51803984 8.00425868 11.43065237 14.11840838 -0.01624935 8.70597963 10.88360180 8.85718543 0.39878815 NA 7.42685094 5.66556616 6.76510108 10.57557536 9.11559825 9.89463393 3.15365944 1.56871315 7.89263449 -1.60121185 10.56932997 9.26373891 12.83425386 11.66351470 9.54189423 9.61915730 NA 3.09921103 12.49203139 8.68070903 11.19542696 7.50468712 10.61518527 10.02025855 5.88259414 9.20774305 3.39877447 3.68417914 8.68994976 8.48092790 11.63971929 10.25403676 9.57993117 11.18075325 4.07120491 9.49683081 8.93210872 -0.60121185 11.36834532 0.98375065 0.0220240 0.0376410 3.1195000 -0.0215100 -0.0215100 0.0220240 0.6097300 0.0406090 0.0406090 0.6189700 0.1202000 0.1202000 -0.6067100 -0.6067100 -0.6213100 0.4646000 -0.2221900 3.4275000 0.0034687 0.0231450 -0.5944800 -0.5944800 0.0000000 -0.0438730 0.0276380 0.0276380 0.0462750 -0.1479800 -0.0841300 -0.6207300 0.2791600 0.0220240 0.0220240 0.0376410 -0.6283400 -0.6283400 -0.6150800 -0.6150800 -0.6248400 -0.6248400 0.0471260 0.0471260 0.0428740 -0.6144100 -0.6144100 -0.6144100 0.0220240 -0.5923400 -0.9601000 -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 -0.6394400 0.4282200 -0.0890370 -0.6225500 -0.1281000 -0.1281000 -0.1467000 0.000 0.000 -0.618 -0.618 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 -0.618 -0.618 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 2.5687131 7.6841812 11.1972507 12.3162442 11.2520885 10.0276800 10.8373109 10.1121654 10.5251608 6.8582111 2.0992279 4.8582098 7.8124071 9.0079576 10.8497324 14.1734116 3.4536229 11.1752119 10.8843567 9.3637478 6.1334895 10.8373109 0.3987881 10.1644795 3.5280587 8.6139114 6.1735652 10.3453197 8.4004547 4.8582098 NA 6.5018038 5.6467070 8.2875222 8.9016106 8.9095430 8.0208305 2.6467157 5.8663838 -1.601212 5.166964 11.208547 11.836913 11.191772 11.401594 10.144873 11.046012 12.494670 7.691101 11.013489 6.119879 10.971953 4.673042 13.518040 9.720707 11.705553 12.584704 13.605793 2.486251 11.450328 11.1442432 11.9244221 10.9122598 0.9837506 12.1848443 10.7784281 13.6028904 10.3518840 9.9100373 9.2356182 13.5954195 10.0351997 8.4431731 10.1486483 10.7814029 9.8956327 10.9783306 8.0587748 5.8582098 12.6271467 11.1143120 10.3097963 10.3656449 4.5280649 5.2567616 9.9466374 3.5687010 -0.6012119 10.0556507 10.1168836 11.4306524 14.1184084 10.3591429 10.8836018 10.6561668 8.5699558 1.7207162 3.8582098 8.6933998 8.1490170 11.4810943 4.5687010 2.9223501 10.5693300 12.2414239 9.6191573 12.2592840 10.3004000 9.8113487 8.5749522 8.4015938 10.8131999 0.7207162 2.3056787 6.6033504 9.3363881 9.2783621 10.2618036 10.6988455 7.2844753 10.2977581 5.3529739 TCGA-CX-7085 77 0 NA 321 head and neck stage i t1 n0 NA female 2010 NA no head & neck squamous cell carcinoma 3 NA 0 white not hispanic or latino 3 1 5 3 4 1 5 1 1 1 0 0 0 0 0 0 7 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 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 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 0 0 0 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 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 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 4.750857e-06 1.144367e-06 16.8604651162791 70.9302325581395 1.16279069767442 5.81395348837209 5.23255813953488 10.9704392 NA 9.9882545 5.7429467 4.2425187 10.5422852 8.9307264 8.1470614 8.4376360 16.3874645 7.9101060 6.9987089 8.8157041 4.3768182 9.4405146 8.3216783 4.8391635 4.8849690 4.4085285 8.3049271 3.4699250 2.0548832 9.4895201 6.3028198 11.4980655 2.5853952 10.1893180 10.1927368 10.8986383 NA 5.4395567 9.3423681 NA 14.0686409 10.8593813 8.4299310 11.8437007 10.5256636 7.8068080 13.1459598 5.3768182 NA 12.2175628 9.4987563 2.9724353 11.0864781 11.7034611 12.7719017 7.5215910 2.5853952 1.6923379 4.6663249 0.4698860 15.5178626 16.3333321 12.0022852 9.8757799 13.1015611 1.4699381 -1.1149724 6.8449681 10.9395711 9.8478627 10.6411060 9.5784536 1.8849495 18.5453562 18.5196413 13.4851120 NA 3.5288213 2.5853952 11.8162583 NA 11.0270738 7.6793823 11.7386330 10.4533979 9.7123095 16.1592175 9.3091330 5.2600068 4.7676124 10.2523815 0.4698860 10.0864781 11.9343048 7.9644518 11.5348965 12.5859482 NA 8.2858461 11.1242669 5.8622456 NA -1.1149724 6.6531518 7.1564300 9.5828030 9.2783572 10.3657569 10.5871395 4.3768182 2.0548832 5.9402490 NA 10.8278478 9.5888703 12.7886603 11.1062518 10.1388201 11.0536389 NA 8.3768200 13.5481357 7.6531510 11.2433432 9.3897858 10.2277471 10.5447264 11.6539781 12.1568674 7.3566421 2.0548832 9.8478627 8.7721872 12.4012824 9.7843237 8.7003499 12.6464141 2.3444024 9.0429704 8.2621771 0.8849495 11.8574081 2.6923156 0.00000000 0.00000000 0.00041593 0.00124810 0.00124810 0.00235810 0.00235810 -0.00221680 -0.00221680 -0.00083160 -0.00083160 -0.00083160 -0.00369820 -0.00369820 0.00499690 0.00499690 -0.00090297 0.00041593 -0.00360110 -0.00360110 -0.00260620 -0.00260620 0.00138680 -0.00553750 -0.00636550 -0.00636550 -0.00083160 -0.00212620 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 -0.00055444 0.00124810 0.00124810 0.00124810 0.00235810 -0.00221680 -0.00221680 -0.00083160 -0.36499000 0.00499690 -0.00097017 -0.00097017 -0.00097017 -0.00090297 0.00041593 -0.00360110 0.00194180 -0.00260620 0.00374650 0.00374650 0.00138680 0.00083195 0.00083195 -0.00553750 -0.00553750 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 3.585407 7.246911 10.512501 11.779216 11.434029 10.101713 9.973755 9.929361 10.854353 9.520685 0.469886 2.692316 8.590599 11.236734 10.058644 14.037291 3.590949 11.755717 8.427999 8.914282 8.368783 9.973755 NA 10.132301 5.755331 8.703181 9.315419 10.415861 7.646485 5.094422 1.206893 7.907335 4.408528 8.812745 11.347980 9.069842 7.151753 3.692327 4.499087 -1.114972 8.519778 11.234524 11.457428 12.545297 11.683439 10.445300 10.464754 11.152046 9.263262 11.063943 8.266510 10.771806 3.595909 11.934305 10.005205 10.359687 12.483985 7.492297 1.692338 10.126950 10.848947 11.718450 11.010057 2.206893 11.464754 9.795609 14.077914 8.898987 8.181883 8.863677 11.849488 7.942471 8.009088 10.287979 8.049874 4.408528 11.346190 8.376820 12.030899 12.217563 11.086478 10.147649 9.875780 5.294356 9.926626 13.485112 2.692316 1.469938 9.407548 10.147062 11.534897 12.585948 11.283710 11.124267 11.623903 9.696341 4.951056 3.839163 10.204899 9.929204 12.046256 10.525664 5.074792 10.827848 11.699749 11.053639 11.425337 9.998058 9.796359 10.547190 7.156430 10.165157 6.447209 2.206893 8.458614 9.690686 9.998058 10.185891 10.406567 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 & neck squamous cell carcinoma 35 1976 1 black or african american not hispanic or latino 2 2 3 3 3 3 2 2 2 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 0 0 0 0 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 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 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 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 4 6 0 0 0 0 6.727491e-06 2.115345e-06 11.4503816793893 39.3129770992366 2.29007633587786 27.8625954198473 19.0839694656489 7.3813465 1.8640573 10.9193536 -0.4577915 2.3495068 10.5197808 9.0607962 5.8089307 8.8719394 15.2931379 8.3797708 8.1327300 7.7829347 NA 10.0793614 8.3478871 4.7120675 4.6082297 3.9684041 8.9462203 NA NA 1.5421590 3.5421466 12.1286311 5.4490331 10.7356685 10.9366058 11.3673006 0.8640970 1.7120675 9.2133480 0.5421094 13.3383348 7.9746847 10.3543204 12.2288625 10.3132199 6.4728809 13.3205283 4.2145678 NA 13.4284112 8.5421431 NA 12.3865546 8.4018177 12.2049227 6.5421435 2.7476882 NA 5.0967299 -0.4577915 14.1833465 14.6085729 12.4360134 10.4598881 12.4694581 NA NA 3.8640673 11.3005746 9.3829210 11.8067323 10.0861415 -1.4579896 17.8946521 17.9774247 10.1687647 3.9684041 0.5421094 -1.4579896 12.4793330 4.7120675 6.6969606 7.2003543 11.7322656 10.9285445 10.5861956 14.8407964 10.0459689 6.8996953 1.3494785 10.6922077 1.3494785 10.1205158 13.2314313 8.3970114 11.9613133 12.0848122 2.4490331 8.9440892 11.1343665 6.1859993 0.8640970 NA 6.9304192 4.9515318 4.7319652 9.5035928 9.0754727 10.7448792 1.1271050 -1.4579896 5.6714264 -1.4579896 10.5017829 9.4520361 13.4762486 12.1596105 10.0275548 11.2293000 1.7120675 3.5865366 12.8255932 8.6906196 10.8541751 6.2700635 9.7549252 10.3271500 10.0622707 10.1614461 4.2970300 -1.4579896 8.2819235 7.2700635 11.1425207 9.0880729 8.7344360 12.3931113 3.0015681 8.7792216 9.3615238 -0.4577915 11.9341921 1.1271050 0.3011400 0.3553300 0.6053600 0.8558700 0.8851200 0.0000000 0.0000000 0.4436400 0.3296800 0.4480500 1.5383000 0.9910700 -0.4746600 -0.4746600 -0.4746600 -0.0288600 -0.0155630 3.6569000 0.8665800 -0.0034565 -0.4861400 -0.0155630 -0.0174870 -0.0070161 0.9231600 -0.4826800 0.4156800 0.8284200 -0.0082590 0.0111630 0.4381300 0.3011400 0.3011400 0.3553300 -0.4931600 -0.4931600 -0.5101900 -0.4981600 -0.0377210 -0.0439680 0.6837100 -0.3119800 -0.3147900 -0.4889700 -0.4929500 -0.5245600 0.0000000 0.3296800 0.2856200 0.4638800 -0.4746600 -0.4746600 -0.0362240 -0.0228390 -0.0050811 0.0068462 -0.5150300 -0.0207080 -0.4916900 -0.4861400 -0.0396240 0.4720900 -0.0158380 -0.4993100 -0.5042900 -0.4950300 -0.0107420 -0.4826800 0.3019100 -0.0822300 -0.4868800 -0.4139600 -0.4439100 0.7211800 0.000 0.000 0.000 0.000 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 0.464 0.991 -0.438 0.000 -0.380 0.341 0.000 0.000 0.000 0.000 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 0.464 0.991 -0.438 0.000 -0.380 0.341 NA 7.2802353 10.6832923 12.6894275 11.7265536 10.0249511 11.0952924 0.8640970 10.5347275 1.8640573 -1.4579896 3.3494927 6.4369613 10.1181549 10.5530208 14.5747055 2.2525368 12.2144579 9.0822712 9.1345909 5.7515976 11.0952924 -0.4577915 10.9785944 3.7120675 9.1207799 6.4550329 10.5082880 7.1110115 5.2003553 -0.4577915 7.6815919 6.6662638 8.9139198 8.5208536 8.9536540 8.1308578 2.0015861 5.2286417 NA 6.089038 11.715352 12.314238 12.430981 11.517454 7.993354 11.978725 10.926117 8.102476 11.514405 5.142054 11.159381 4.401863 13.231431 9.391548 10.511889 12.566438 10.518349 5.228642 10.684569 10.5745333 11.6302688 10.9258474 0.5421094 12.1882517 11.5658974 15.2775399 10.0071993 9.2970307 9.6309312 11.7973192 9.8317989 7.8663238 10.1792208 8.8493438 3.9684041 11.8205926 9.5974256 7.8527561 13.4284112 12.3865546 10.5658975 10.4598881 6.3169295 6.7661446 10.1687647 4.2145678 -0.4577915 9.0359986 7.8042382 11.9613133 12.0848122 11.1749111 11.1343665 12.2446405 9.1214589 2.1271050 -1.4579896 9.6285580 7.4911235 9.1034310 7.2563889 1.7120675 10.5017829 11.9769016 11.2293000 11.7909601 10.2572471 10.0254551 8.6519737 6.8550267 11.1662531 3.1859934 0.7686713 8.4802526 8.0107468 10.4399885 10.5251367 11.2922219 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 & neck squamous cell carcinoma 20 1989 14 black or african american not hispanic or latino 1 4 1 1 1 3 2 3 3 3 0 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 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 4 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 3.433101e-06 1.005656e-06 18.4615384615385 33.0769230769231 6.92307692307692 23.8461538461538 17.6923076923077 10.6751444 -1.6384562 10.2602958 3.6096250 5.3389734 10.3296411 6.7192464 6.7015449 9.1048459 15.6043568 7.5063528 7.9541515 8.4544515 NA 10.2629385 8.6982011 4.5114427 4.1945835 3.8535466 7.9201152 1.8211387 1.1690270 11.1395661 8.3202473 11.6446381 4.1165810 10.5136623 10.4112027 11.2576483 -1.6384562 4.7015435 9.4512243 3.1165810 12.9777837 9.9253674 9.5095353 12.2155887 8.9114792 7.3475363 12.4411792 3.1165810 -1.6384562 13.4089036 8.3645094 0.3616561 11.5861484 10.7712233 12.4899305 5.5316185 3.1165810 NA 5.0621347 1.1690270 15.0333984 15.4993284 12.3771879 10.0424935 12.7199335 NA NA 5.4702180 11.0192362 8.8015254 10.9885442 9.9569520 0.2839218 17.0081934 16.8411787 11.4713619 NA 3.1165810 0.6836515 12.2672695 NA 8.0127463 6.7879587 11.3276013 11.0834345 10.1516356 15.8563703 9.2204526 4.1690511 3.8852522 10.8041196 0.6836515 10.4508138 12.5888922 9.8139357 11.4854925 12.4616996 NA 8.3743188 11.7334711 5.6096220 NA NA 7.4416329 6.8852559 6.0270302 9.5711478 10.0154353 10.5468796 3.0055437 4.2196719 4.7015435 -0.2992052 11.2183145 9.1577340 12.7132548 10.9793915 10.4104095 10.8719641 NA 6.9764037 12.9652628 8.3071384 11.1209585 9.1569224 8.5133707 10.5727127 9.8640290 11.5116003 5.4169782 -0.6382316 11.0668948 8.4871081 11.7476916 9.8298093 8.9745629 12.8566750 1.3617122 9.1773580 9.8123902 -0.6382316 11.2227813 NA 0.1256400 0.1256400 0.2392300 0.0000000 0.0000000 -0.0203310 0.1817700 0.4811300 1.3058000 -0.3891700 0.3184100 1.2263000 -0.3841400 -0.3841400 0.2256100 0.2163000 0.2189900 0.2189900 0.2131500 -0.3890000 0.2042700 0.7211200 -0.3732400 0.0520990 -0.2126800 1.8172000 -0.0078863 -0.1072300 -0.0765450 -0.0761450 -0.0761450 0.1256400 0.1256400 0.1256400 -0.3875000 -0.3875000 -0.3875000 -0.4052800 0.1712100 0.1678800 0.1713600 0.1713600 -0.4015500 0.0000000 0.0000000 0.0000000 -0.0203310 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 -0.2925700 0.0520990 -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 0.153 0.153 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 0.153 0.153 0.000 0.000 0.000 0.181 0.481 0.000 -0.071 0.318 0.226 0.226 0.000 0.000 NA 7.2008986 10.9471265 11.6799547 11.0294712 9.9490032 11.3343153 2.0621217 10.6771270 8.4156201 -0.6382316 -1.6384562 7.7236384 10.4006134 10.5790463 13.6252571 3.7467750 11.7160816 9.2397453 9.0274123 6.3503788 11.3343153 -1.6384562 11.6721652 3.6836179 8.5760259 8.1149110 10.7590963 6.9576233 4.8694914 4.3158922 8.6190703 5.8046370 8.5576816 11.0347826 9.0603990 7.6143602 2.1690591 2.6096131 NA 6.719246 13.554064 12.743704 11.699177 12.186554 9.976864 10.292062 11.029471 8.334674 11.203259 8.301273 10.451145 3.499195 12.588892 9.030579 10.748365 12.114197 7.256513 3.571143 10.040295 10.927986 11.940067 9.224332 0.946656 11.942071 11.214809 15.227125 9.104004 8.790055 9.331081 10.930838 9.476413 8.222781 10.831845 8.896970 3.853547 12.005438 8.199322 9.422390 13.408904 11.586148 10.623496 10.042493 5.609622 7.879364 11.471362 2.449165 NA 9.597709 10.588709 11.485492 12.461700 11.219675 11.733471 12.167640 9.515880 4.590512 2.361684 9.339482 8.873121 10.229359 7.992872 6.771085 11.218314 11.631113 10.871964 11.906417 10.384409 9.699316 10.005551 6.595314 10.519989 1.169027 2.268584 8.181873 8.920957 9.871964 10.787959 11.443344 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 & neck squamous cell carcinoma 75 NA 2 white not hispanic or latino 3 5 NA NA 1 4 3 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 2.774223e-06 9.016224e-07 18.8679245283019 28.3018867924528 4.71698113207547 28.3018867924528 19.811320754717 9.89436079 NA 9.82766805 1.40811401 2.08620630 10.53689682 2.25613508 7.41711833 7.76568126 15.93905968 6.93169133 10.35415812 7.50405385 2.40814119 8.70825277 9.40812909 5.46124041 7.63309549 5.13059321 7.62923275 3.54563483 2.40814119 6.56193401 12.36494086 10.65273081 -0.91375972 9.77532550 9.66645961 10.27355307 2.54562248 3.84108751 8.15080894 NA 11.35795584 8.65225523 9.44595053 9.56598133 9.21548398 8.87083598 10.67632022 5.29565324 NA 12.11237864 8.70825277 4.99309010 10.89918054 3.17367114 9.87247066 6.62535963 -0.91375972 1.08617233 5.59399609 1.40811401 16.27683470 16.30982457 13.14258473 12.05702594 11.98574679 -0.91375972 3.84108751 2.54562248 8.48280594 8.05486801 11.63405952 9.86098809 0.08624028 16.12193447 16.46230946 13.05558755 0.67120278 -0.91375972 3.40812760 10.86263410 NA 8.88386271 3.73005298 9.70824363 10.32161698 10.48654686 14.56538131 8.61563148 6.01693751 7.56598095 10.73365947 1.08617233 9.91988186 10.35999669 12.04003373 11.27324376 9.79872808 1.08617233 9.17366390 10.58853560 8.56800055 -0.91375972 -0.91375972 8.44862720 6.45252296 8.42382311 8.04330294 9.97570498 11.71305081 4.25612753 0.08624028 6.87410348 NA 10.41991542 6.64844387 12.65629391 10.67678811 8.91586026 9.68425350 NA 4.51246710 12.73399671 7.37160329 10.84692098 9.70825277 10.58455161 8.47621965 6.26611000 9.30173396 2.40814119 -0.91375972 9.10161620 8.28341761 10.52291260 10.70320930 10.09672912 12.64629499 5.29565324 8.78544364 8.06634056 -0.91375972 7.04039713 1.40811401 -0.00691950 -0.00691950 0.55957000 0.00360760 0.00360760 0.00110930 0.00110930 0.00736090 0.00055459 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 -0.01147300 -0.02435000 -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 0.00000000 0.00597000 0.00360760 0.00360760 -0.00166290 0.00110930 0.00055459 0.00055459 -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 -0.03463100 -0.03463100 -0.00981850 0.01218100 -0.00553750 -0.02435000 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 0.498 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 0.498 0.000 0.000 NA 5.656056 11.430497 11.513776 11.147572 10.891139 10.762599 4.478519 11.580056 6.371602 2.893556 6.700911 8.157663 10.438245 10.324008 11.592261 4.178747 10.841089 7.586047 8.276026 9.859340 10.762599 3.086206 9.402483 7.141484 9.033809 5.256128 7.244962 8.287590 4.040402 6.215484 4.040402 7.605837 8.013979 9.427164 9.491342 8.702750 1.408114 5.625361 3.408128 2.893556 9.972660 9.640790 7.141484 11.865099 11.648205 10.331754 11.789888 7.689827 9.884673 7.803877 10.422150 4.308849 10.359997 10.753756 9.721919 13.738126 9.860164 4.478519 9.501943 10.746197 11.381109 13.257925 3.893556 10.638870 11.003573 14.341919 8.037486 9.965018 9.291994 13.297861 9.033765 9.725542 10.885483 9.638870 5.130593 8.872471 9.541528 8.412630 12.112379 10.899181 8.737253 12.057026 7.334128 8.613678 13.055588 6.678658 4.256128 8.673041 11.040761 11.273244 9.798728 10.125806 10.588536 10.874919 6.399084 5.625361 6.609762 9.746830 8.166512 10.187520 10.279110 6.800447 10.419915 9.809009 9.684253 12.937169 10.413192 9.936388 10.050542 7.956566 10.984425 10.072043 4.334132 7.987068 12.558407 8.765681 7.797008 11.082321 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 1 1 1 4 1 3 1 3 1 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 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 4 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 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 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 0 0 0 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 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.664534e-06 6.935557e-07 35.2941176470588 17.6470588235294 1.47058823529412 25 20.5882352941176 10.5357486 -1.3298848 10.2207621 3.3138698 5.5403807 10.5795335 6.1778102 8.3066400 8.4821928 17.0789252 6.5279961 7.4348867 7.4348867 NA 9.6679005 9.5541859 4.5029034 8.7454945 8.9250440 8.4381997 4.9737949 2.6700245 12.1827558 7.0580329 11.4571017 NA 10.1867002 10.6965388 10.9054313 NA 4.8399394 9.2138882 NA 13.3105427 9.2874829 9.3608864 11.4981518 9.0220587 7.4348867 10.0270174 2.3704433 NA 13.3884412 8.9885580 3.7992946 11.1299592 6.7273569 12.2184761 6.0962808 NA NA 2.8399394 -1.3298848 15.6417485 16.9310191 12.1611169 10.1294470 13.1649959 NA NA 5.5769060 11.2108699 9.5248837 11.0393401 9.6372416 2.4607950 15.4625134 18.1704080 13.2141950 NA 3.3138698 3.1294479 12.6521177 NA 9.1598633 6.4965646 11.7717793 10.2502739 9.8909982 15.9829426 9.5708822 4.0275699 3.7992946 10.8828157 NA 10.3975105 12.1130884 10.0292158 11.8773348 12.3030105 -1.3298848 8.5107934 11.6828145 4.8399394 NA 0.2549568 8.0537196 6.4448029 7.2549776 8.8696876 11.0275673 10.7896050 3.5769091 NA 5.3424410 -1.3298848 11.6116132 9.0143112 12.5938071 11.6296551 9.4183255 10.8979321 -1.3298848 5.7574794 13.8288617 7.5708818 11.0999451 9.1738410 10.2608831 9.9981292 9.2341648 11.7449930 4.7144104 1.2549568 10.9905339 8.6242117 12.1176152 10.1253426 8.8964275 11.7478325 2.2549870 8.9285459 8.9554174 0.9919707 10.3992112 3.9554151 -0.00141230 -0.00141230 0.00524830 -0.00196630 -0.00196630 -0.00111910 -0.00111910 -0.00016510 -0.00016510 0.06648800 0.06648800 0.06648800 0.06591500 0.06591500 0.06591500 0.06591500 0.00719520 0.00719520 0.16983000 0.16983000 -0.00708400 -0.00708400 -0.01161100 -0.02619300 -0.00514910 -0.00514910 -0.00736030 0.01486200 0.00233160 0.00233160 0.00233160 -0.00141230 -0.00141230 0.00260920 0.00033003 0.00033003 0.00033003 0.00033003 0.00025079 0.00025079 0.00025079 0.00025079 0.00000000 -0.00196630 -0.00196630 -0.00196630 -0.00111910 -0.00265870 -0.00336720 0.06648800 0.06591500 0.06591500 -0.00362760 -0.00362760 -0.00362760 0.00719520 0.00719520 0.16983000 -0.00708400 -0.00708400 -0.00293550 -0.00653140 -0.00459600 -0.00196630 -0.00196630 -0.02619300 -0.02619300 -0.00514910 -0.03233600 0.01207100 -0.00141230 0.01486200 0.01486200 0.01486200 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 0.2549568 7.1046438 10.3264402 11.0732937 11.4485032 10.4989452 9.9913798 7.8988341 10.9502062 8.5434595 -1.3298848 1.6700245 7.4215591 9.9732252 10.5407653 13.4773703 5.6119425 11.9078228 6.5155059 8.9708485 8.1497954 9.9913798 -0.3300662 10.4303195 4.3704573 8.5306833 7.7414778 9.5836528 9.1822225 4.3979330 -1.3298848 7.9203135 3.8794705 9.2033451 10.5182470 9.5723904 6.7785398 3.5279961 2.4773665 NA 8.869688 11.103079 10.989682 12.451785 11.281271 9.956573 10.768376 11.382757 10.484197 11.184956 11.687520 11.164371 3.964639 12.113088 10.047768 10.372621 12.258082 8.971512 2.670025 10.304826 10.9930701 12.0476326 11.6134459 1.2549568 11.5964967 10.8216662 14.3766708 10.0390674 8.4332278 8.8311473 11.3773745 8.8294830 8.0920800 10.4725317 8.1837431 8.9250440 10.7037825 9.1738410 9.3442076 13.3884412 11.1299592 10.0297650 10.1294470 5.3565171 8.3084514 13.2141950 -1.3298848 -1.3298848 9.1718526 10.2643400 11.8773348 12.3030105 11.0751568 11.6828145 11.4577139 9.7804986 5.3282261 6.8647718 10.2216804 9.1074242 10.4034545 7.5888788 5.9828978 11.6116132 11.9404567 10.8979321 11.9163106 10.4513751 10.2966370 10.7079055 6.8044421 10.2984609 3.7574820 0.6700245 7.1170986 10.0956509 9.9657843 9.9879931 11.3514734 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 & neck squamous cell carcinoma 74 1959 0 white not hispanic or latino 1 4 4 1 2 3 2 3 3 3 0 0 0 0 0 5 0 0 0 7 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 4 0 7 0 0 0 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 0 0 0 0 0 4 4 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 1 0 0 4 0 4 0 0 4 0 0 0 0 0 0 5 0 0 7 0 0 0 4 1 4 0 0 0 0 4 4 4 0 0 0 0 4 0 4 0 0 0 0 7 0 0 4 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 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 4 0 4 0 0 0 4 0 0 0 0 0 7 0 0 7 0 4 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 5 0 0 0 0 0 0 5 0 4 0 1 0 0 5.097635e-05 2.645915e-05 10.5032822757112 35.054704595186 1.05032822757112 46.0393873085339 7.35229759299781 8.6159915 NA 10.0773626 -0.2696861 1.0522072 10.2587492 3.6844934 5.7189808 8.4289995 16.0977781 6.7075745 7.6669327 7.1183120 NA 9.4826757 9.0578477 4.4582179 4.6129363 9.1247577 7.6902970 2.0522072 NA 7.2810417 6.0790239 12.0024874 NA 11.2141108 11.0586895 10.6133201 NA 0.7303139 9.1622000 NA 12.9889347 10.5214579 9.7046738 11.5625917 8.7855774 4.4851821 11.2889549 -1.2698600 NA 12.7827782 9.3001507 NA 11.1476202 7.5048516 12.7321430 6.8388194 NA NA 3.2538532 1.3152764 14.9534293 15.0965261 12.1806042 11.3169003 13.4962027 NA NA 5.1053345 11.5340226 9.5263347 11.2158728 9.5843842 4.2793450 17.8180376 19.4553267 11.1034321 NA 1.0522072 -1.2698600 12.0914164 NA 6.9397484 5.8492362 11.8993071 10.5944812 9.9603155 15.9191640 9.6720763 3.1897297 1.7303139 11.3255525 NA 10.0295031 12.2638681 8.1333072 11.7189797 11.7430942 NA 8.7161370 11.6821261 2.5376440 -1.2698600 NA 6.2694540 4.9002196 2.9002196 8.8647213 8.8335827 11.0165640 0.7303139 NA 6.5376502 NA 11.5287668 8.2694540 13.1370315 13.1179085 9.5187849 10.8939448 NA 5.8388207 13.0475663 6.9591140 10.9639147 7.2810417 9.7132174 9.8882735 9.2934914 10.4250882 4.5882769 -1.2698600 9.7637180 8.0017583 12.2132290 9.7903154 8.6989619 12.0712578 1.3152764 8.7260482 9.0679170 NA 12.5720559 1.9002196 -0.0377620 -0.0051227 0.0139110 -0.0169790 -0.0169790 -0.0033243 -0.0033243 0.3430100 0.3430100 0.3500600 0.3500600 0.3721600 0.3430700 0.3366400 0.3382000 0.3382000 -0.0273980 0.3443700 -0.4332200 0.3487600 -0.0213730 -0.0509110 0.3660800 -0.0415670 -0.0314960 -0.0239770 0.7057000 0.4616100 -0.4237500 -0.3771800 -0.0132640 -0.0310860 -0.3665800 -0.0051227 -0.4163000 -0.3893600 -0.3960800 -0.3960800 -0.4317000 -0.4107700 0.0011093 -0.3680500 0.0070826 -0.0169790 -0.0169790 -0.0169790 -0.0182600 0.3430100 0.3430100 0.3019800 0.3366400 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 -0.0117490 -0.4366900 0.6353600 -0.4239600 -0.4737400 -0.4737400 0.3695300 0.000 0.000 0.324 0.324 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 -0.090 0.384 0.000 0.000 0.324 0.324 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 -0.090 0.384 NA 7.6431845 10.3292780 12.5274499 12.1404814 11.2641114 11.4235642 NA 11.2953971 5.0156983 0.3152184 0.3152184 6.2771888 9.2616765 9.7359197 12.8879578 4.2053769 11.1158879 9.6114090 9.2153796 6.9102038 11.4235642 2.8177665 10.6458010 3.8595820 7.8755393 8.3991801 9.9518822 6.1686701 3.9397437 -0.2696861 8.5230205 6.7692137 10.1768614 9.6476671 9.3632902 7.1523599 2.8177665 2.4307402 NA 7.766469 10.700401 11.948854 11.351660 11.835221 9.397407 12.880122 11.023192 9.428132 10.288237 6.352347 10.702916 5.452625 12.263868 8.864721 9.815103 13.584390 8.837512 3.253853 10.183566 11.7446643 12.3916278 10.5100144 -0.2696861 11.1020717 11.0867470 15.2689226 10.1763445 9.6720763 8.8672862 12.2798391 9.0288387 7.3152574 9.8498847 8.9336432 9.1247577 11.5506735 9.3199462 7.7746889 12.7827782 11.1476202 10.1349045 11.3169003 5.0522246 7.0295026 11.1034321 0.7303139 -1.2698600 8.6669330 7.5631848 11.7189797 11.7430942 9.7842210 11.6821261 11.5931261 9.7582011 2.6371929 3.4851821 10.3456212 7.1856218 8.6610323 6.2141112 5.8071102 11.5287668 11.6991418 10.8939448 11.7676704 9.9518822 11.6371856 8.5694987 4.8177563 10.5424723 5.1396864 1.9002196 6.4307352 9.0675825 9.4556613 10.1638805 10.2415535 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 & neck squamous cell carcinoma 30 1970 0 white not hispanic or latino 1 6 5 3 1 3 4 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 1.976634e-06 5.895224e-07 17.3333333333333 17.3333333333333 17.3333333333333 22.6666666666667 25.3333333333333 10.774900198 NA 10.491797391 0.733267559 1.411317768 10.207352496 4.083740983 5.988741485 8.644932760 14.795944944 6.837577477 8.313688009 9.423239054 -0.588790717 9.566131119 9.491464318 4.083740983 6.275498792 2.111765831 8.146022805 3.498774228 0.733267559 6.782000915 9.922077103 11.071754626 5.353827864 11.118024761 10.119103497 10.522774728 -0.003755892 4.083740983 8.850530980 NA 13.715129359 9.187745977 9.607300165 11.235675071 7.169536223 5.862523301 11.778044964 1.870739525 -0.003755892 13.467781317 8.787438342 0.411317768 10.094307469 5.139232082 11.610678564 7.234680458 NA NA 4.477405340 0.996244108 14.968146764 15.720778195 12.048369097 10.870232158 12.978793744 NA NA 4.166201253 12.228896233 8.513288603 10.960857011 9.711093395 1.218657193 17.681320762 19.298235239 12.852311840 NA 0.733267559 1.733224167 11.710377822 NA 7.671056254 5.455708600 11.119776089 9.387877100 10.610678564 16.347174351 8.996275466 7.309157994 2.581230716 11.234481142 NA 10.440255009 11.472457969 7.293956221 11.937689913 11.859687395 -1.588573754 8.355292947 11.153622391 7.051558083 NA -0.588790717 6.303157881 3.803630025 5.083736729 9.757272489 9.456389943 11.133907036 4.733240439 1.581254823 6.837577477 NA 10.562329441 9.763356297 12.701619835 11.219472701 10.233664730 10.895128697 0.411317768 6.535434025 12.795691998 8.555971028 11.399109876 9.666341544 10.330176187 9.681608264 10.511318199 10.921829857 3.996271229 0.733267559 10.203289756 8.995335832 9.604838219 9.369865578 9.194311175 11.755331388 1.218657193 9.264848609 8.644932760 -1.588573754 10.382497258 -0.588790717 -0.00332430 -0.00539920 0.72527000 0.75605000 1.18210000 -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 0.00092847 0.00221930 0.05409100 0.17196000 -0.39185000 0.04230700 -0.00595220 -0.00595220 0.01656500 0.00055459 0.01153900 0.01131000 -0.43756000 -0.00332430 -0.03176800 -0.00539920 -0.40230000 -0.40230000 -0.41376000 -0.41376000 -0.42298000 -0.02397700 -0.02813200 -0.02813200 -0.02813200 -0.01425600 -0.01425600 -0.01425600 -0.00802440 -0.01230000 -0.01230000 -0.41344000 -0.81819000 0.01670500 -0.40407000 -0.40407000 0.00819590 -0.00553750 -0.00954260 0.00221930 -0.01653100 0.05409100 0.00652620 0.00652620 -0.38850000 0.02342600 0.02342600 0.04230700 0.37228000 -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 NA 6.9811688 11.2914704 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11.364418076 9.547022137 NA NA 10.376263790 7.202475514 10.705646469 8.478747377 3.111749142 10.562329441 11.762114031 10.895128697 12.388056044 10.557245127 9.887552839 10.051105868 7.441979719 10.638026127 5.244202073 -0.003755892 5.125560187 8.593732100 9.601137498 9.849065070 10.360410150 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 & neck squamous cell carcinoma 60 1979 0 white not hispanic or latino 1 2 1 1 3 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.051645e-06 6.935557e-07 14.4144144144144 17.1171171171171 2.7027027027027 28.8288288288288 36.9369369369369 8.1276524 NA 10.3887351 -0.8624965 2.6611111 10.5055093 5.8790146 4.1375527 9.0895617 15.2851908 7.2999397 8.3627561 7.6393856 NA 9.1403635 7.6921377 4.4951003 1.7225097 3.1375527 8.3162136 1.1375691 NA 6.0682860 4.0682839 12.0685631 NA 9.8284196 10.7755319 10.7229806 0.9449334 1.8379836 8.2147383 -1.8624965 14.3246687 8.6483126 10.5142167 11.6948926 7.1709716 5.1148292 11.6525092 1.7225097 NA 13.6133770 8.2834806 NA 12.5487285 9.3385329 11.5815282 6.6728241 NA -1.8624965 3.6611111 2.0444291 14.7234782 15.3606168 12.4157309 9.7563929 12.4547492 NA -1.8624965 4.2668315 12.8848500 8.0961016 11.4125091 10.0619900 NA 16.9008291 18.9505187 9.9861716 3.5298709 1.7225097 -0.2775340 12.0553868 NA 6.9513302 6.6728241 11.8674179 10.6938152 10.6023496 15.9361913 9.8970207 6.6728241 2.3854863 11.7906176 1.7225097 10.2771000 12.3973294 8.7083531 11.3909529 11.5847610 NA 8.7586846 10.1664906 2.7225097 -1.8624965 NA 5.8389593 5.0917464 5.6611111 9.1112460 9.2558408 11.1592227 3.8654735 2.9955207 6.3615508 NA 10.3627560 9.6163182 12.7367060 11.7957601 9.1462153 11.3997903 0.1375035 5.0564101 12.8704580 8.5038706 11.3612487 9.0032818 9.6307285 10.6271156 7.6882951 10.9933904 3.2250127 0.4594316 10.3597398 7.0712392 11.0822607 10.0645858 8.4379010 12.3985416 3.2250127 9.0115848 9.8496456 NA 9.1155439 2.1375363 0.0913000 0.1177000 0.4096500 0.1064300 0.1010300 0.1716600 0.1716600 0.1096400 -0.1785300 0.0910100 0.9752300 0.9503800 -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 -0.0055486 0.3805600 0.1250500 0.0000000 0.0930400 0.0930400 0.0913000 0.0913000 0.1177000 -0.5129800 -0.5129800 -0.4968400 -0.0948560 -0.2243100 -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 -0.1924300 0.0879690 -0.2325100 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4.6767075 6.6092245 6.8954723 4.3074722 7.8924360 9.0586458 9.2796556 6.7225111 3.3074722 3.0444466 1.596983 4.918906 12.433748 12.785622 10.063845 11.566694 9.273899 11.266832 11.870140 6.802885 11.369370 5.546941 10.526911 5.146985 12.397329 9.763714 10.805104 12.727321 10.609986 3.266832 10.369670 11.5046903 12.5516392 9.8474940 0.1375035 11.9627062 11.7599437 15.0640987 9.9003459 9.8453390 9.4183194 10.6208606 9.5919971 8.5384280 10.6460837 9.5680011 3.1375527 11.4009645 9.1522666 7.0353941 13.6133770 12.5487285 10.3542945 9.7563929 5.3854759 6.2036377 9.9861716 0.1375035 -1.8624965 8.6304033 8.3711681 11.3909529 11.5847610 11.6660027 10.1664906 12.2269163 10.0304709 0.7225535 -0.2775340 9.2378037 6.1599157 9.6233778 5.9892980 3.4229461 10.3627560 12.2019546 11.3997903 12.5837273 10.6820301 10.4278555 9.8624887 7.9189085 10.9585253 2.7225097 -0.2775340 6.4136736 7.8725290 10.1733787 10.4087198 11.8367957 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 & neck squamous cell carcinoma 40 1968 NA white not hispanic or latino 3 1 5 3 3 2 4 3 1 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907278e-06 4.85489e-07 1.44927536231884 24.6376811594203 10.1449275362319 27.536231884058 36.231884057971 9.5634512 -1.5133371 10.6332042 4.2415199 1.9460571 10.4317136 8.6936500 7.4639159 8.7858435 16.3089699 7.2972070 6.9744754 8.1105172 4.0101980 9.1546341 8.2939907 5.0257951 5.3195240 6.3631518 8.5186815 3.5741015 3.7345579 9.1403763 9.3730944 11.5442889 4.7345633 10.3329095 10.5364841 10.8551420 0.4314625 4.9623686 9.7700133 NA 13.4621253 9.9155191 8.8264856 11.6189747 9.7610138 7.9983885 11.9681828 6.1232606 3.8789509 13.9218175 8.8074361 2.1870709 11.4919093 9.2166472 11.9119827 7.9108016 -1.5133371 0.4866629 3.9784885 -1.5133371 15.3485943 15.8794843 11.9641409 8.8275983 13.3031693 -0.5133371 -1.5133371 5.7720387 9.6312938 9.2390163 10.8334263 10.2166811 3.5023306 14.9724806 17.0758478 12.2370285 NA 2.4866372 5.6863072 11.7755017 NA 9.4502543 6.6465069 11.6604704 10.1178127 9.7088268 15.4833956 9.3972782 4.6363810 5.8441873 10.3784193 2.7345687 10.2440255 12.6182852 9.5385242 11.2291556 12.4768282 0.4866629 8.3875026 11.5976082 6.7393013 NA -1.5133371 7.0683634 7.3446164 8.2331499 9.4084764 11.6298593 10.1931316 8.5090034 4.2939884 4.9295780 -0.5133371 11.2767804 9.0678361 12.6131787 10.7142515 10.3079911 10.7734821 1.2940178 8.2196511 13.3553617 7.6236269 11.5330775 10.2992141 10.6060371 10.1792599 11.3490792 12.3623849 6.9378469 3.6960940 10.7407784 8.7190564 12.3489824 10.6674771 8.9804909 11.9408063 3.4866372 9.2153299 9.1652356 1.4866114 9.6395542 3.2415199 0.00055459 0.00055459 -0.01092200 0.00000000 0.00000000 0.00000000 0.00000000 0.00958830 0.00958830 -0.00438010 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 -0.00097017 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 0.00069327 -0.00055444 0.00000000 0.00000000 0.00000000 0.00000000 0.00958830 0.00958830 -0.00438010 0.04868800 0.04868800 -0.06517900 0.03199900 0.03199900 -0.02739800 -0.02739800 0.00000000 -0.06142000 -0.06142000 -0.03476800 0.06279400 -0.03463100 -0.00830050 -0.00830050 0.02777800 0.02777800 -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 NA 7.859501 10.608816 10.818112 11.754885 10.098583 9.812503 4.293988 10.206880 7.466776 1.294018 5.056492 7.962369 11.696089 10.306815 14.231286 4.017708 12.392305 9.372332 9.019050 7.244859 9.812503 -1.513337 10.572108 6.159060 9.223224 10.310003 9.526240 7.800516 4.929578 14.616764 7.797248 6.725040 8.753422 11.223249 9.284297 6.861675 3.344615 3.486637 -0.5133371 6.2679945 11.1807758 12.3886291 12.6955558 12.3440335 10.0136237 9.9983882 11.5779057 9.1836031 11.0609926 9.7274270 11.1304918 3.8946723 12.6182852 11.4240094 11.0788590 12.6356070 10.8608600 -0.5133371 10.4441004 11.86547231 12.14685439 11.62618695 2.39352603 11.65342632 10.41293159 14.74582659 8.66902996 8.86709677 9.14395406 11.96805665 7.84103906 8.47815763 9.85568765 8.91708829 6.36315180 11.40977734 8.00430475 10.26430184 13.92181749 11.49190925 10.74608464 8.82759835 5.79951736 7.67892825 12.23702854 2.39352603 -1.51333711 9.70580412 10.15285965 11.22915558 12.47682821 10.82537200 11.59760822 11.43682692 9.81250320 3.07159107 0.07162539 10.22398008 9.89323918 10.42069503 8.62234472 6.52555526 11.27678039 11.68799379 10.77348212 12.21965090 10.01801708 10.34267196 10.34461659 7.34150370 10.02839524 5.40549890 NA 9.89443446 10.09156405 10.34966029 10.77665444 10.79155730 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 & neck squamous cell carcinoma 300 1957 0 white not hispanic or latino 1 3 4 1 4 1 4 1 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 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 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 0 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 1.8726e-06 8.669447e-07 30 17.5 3.75 31.25 17.5 10.5845088 NA 10.3283544 3.2435472 3.7878712 10.3132195 1.9805006 7.9872583 9.4827467 16.7582754 7.5981627 7.0073121 8.4835421 NA 10.0748533 8.5396974 5.3167938 5.4267679 8.0890362 9.1673687 4.0848466 0.2435472 8.7057074 11.4811543 11.7063890 -1.3415371 10.3327757 10.8281954 10.8356915 -1.3415371 4.1180191 9.8834956 NA 13.5532118 9.9995463 9.4217958 12.0080029 9.0050973 6.3024397 11.3691747 3.6585885 NA 13.9373596 9.7077513 0.6585543 11.4207579 8.3439629 12.1863048 6.7353990 NA NA 4.7671092 -1.3415371 15.3251918 16.0546080 12.3001690 10.3672363 13.4509671 -0.3413543 NA 5.6809516 11.3026651 9.4168066 10.2566360 10.0837993 2.7460547 17.3365990 18.6233411 12.5577515 NA 3.1821520 1.4659222 12.0251789 -1.3415371 9.6207565 8.1221079 11.7931012 10.6698107 10.4525932 16.1274620 9.7253455 6.8680373 3.7460440 11.5858059 -0.3413543 9.9810750 12.3398153 10.1698420 11.2888506 12.9858554 NA 8.5274058 12.1955591 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6.5714736 10.6885608 5.3590221 TCGA-D6-6826 64 1 348 NA head and neck stage iva t4a n2b NA female 2011 NA no head & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 5 3 1 3 1 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.912934e-06 8.669447e-07 25 33.0357142857143 1.78571428571429 25.8928571428571 14.2857142857143 9.1874726 -0.1025272 10.5249877 2.7048056 4.3124909 10.3698063 6.3292994 6.7882250 9.3417785 15.4678531 7.6545659 7.5316598 9.0024893 2.4824095 10.1194437 8.6344194 5.2432273 3.3999503 3.8974534 9.3306915 3.6344190 1.8974728 7.6162724 6.0673784 11.6453671 4.0404103 10.6248071 10.3714978 10.4789683 -0.6875672 4.7554324 9.5324282 NA 14.3734194 10.3972997 8.3332493 11.8301607 9.8276984 7.2193815 12.2284640 4.4824159 1.1198210 14.5598070 9.3466024 -0.6875672 13.3058720 8.8161680 13.1778863 6.7176326 -1.6873348 -0.6875672 4.2666891 0.3125490 14.4998167 14.6994445 11.9740468 9.8809226 13.2740767 NA NA 5.2432273 11.4753547 9.9372869 10.2395285 10.2542726 NA 16.4625063 18.4468624 12.7575062 NA 3.0129262 4.1704699 12.2436905 NA 9.1689168 7.2637762 12.2137118 10.7836585 9.6259413 16.5505648 9.7963072 5.4824159 4.3785810 10.2450753 1.4824353 10.4920895 11.8198413 10.2775541 9.7554348 12.5043988 -0.6875672 8.2983334 11.2604935 3.9272043 NA -1.6873348 6.7480372 5.7800975 8.6002036 9.7917664 11.1872806 10.7010468 7.0938506 6.2608593 6.4052487 -0.6875672 11.3573977 10.9051819 13.3169313 11.9975686 11.0388628 10.6436882 1.1198210 6.8163168 13.5385272 7.5955797 11.9802682 9.4092066 10.9784534 10.4911002 10.7104333 12.5670033 5.9345424 3.6344190 10.0905685 8.8555232 12.8201621 10.3202194 8.2564715 12.5493277 2.8974534 9.2523350 9.9778273 1.7719278 9.1020250 1.8974728 -0.2585700 -0.2589000 -0.1532400 0.0262330 0.0224440 -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 0.0026148 0.0700990 -0.0861200 0.0559430 0.0207630 0.0249690 -0.2702100 -0.2702100 -0.2480000 -0.2681700 -0.2681700 0.0246890 -0.2625400 0.0000000 0.0000000 0.1483100 0.1483100 0.0045800 0.0224440 0.0224440 -0.2826000 -0.2475200 -0.2848900 -0.3292500 -0.5733400 -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 0.0038854 -0.2579300 -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 0.279 -0.136 0.000 -0.159 -0.159 -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 0.279 -0.136 0.000 -0.159 -0.159 NA 7.1485417 10.8436291 10.5050924 10.8915715 10.0790203 10.6375156 2.3124909 10.2469194 6.7882250 -0.6875672 3.1198541 9.0016156 10.5358898 10.6905152 13.5466726 3.4947868 11.8427757 10.2084452 8.9763785 6.1951350 10.6375156 -1.6873348 10.9077488 4.8202862 8.2099134 11.4608090 9.9527363 8.6352984 4.5978946 12.0329494 7.9527360 4.6344190 9.2343322 12.6747777 9.9459406 8.0094586 3.3124909 2.3124909 -0.6875672 6.1516945 13.5351731 14.1571383 11.7989493 10.9260506 9.8969841 10.4333772 11.8655206 8.9653364 10.9379719 7.9972399 11.6496951 4.8302401 11.8198413 10.6071120 11.0661259 12.9059834 8.3237186 1.3124909 10.6299040 11.010328 11.965224 9.378581 1.312491 11.623530 10.183627 15.534200 9.597316 9.200473 8.618553 11.843995 9.323719 8.146962 10.607396 8.968022 3.897453 12.186704 8.040412 9.163459 14.559807 13.305872 10.712570 9.880923 5.836053 7.517062 12.757506 1.482435 -1.687335 9.045507 9.779078 9.755435 12.504399 11.609981 11.260493 11.522858 10.510629 NA 6.502316 10.021648 8.820544 11.329474 7.607112 4.984917 11.357398 12.302773 10.643688 12.288160 10.212603 10.668393 10.275026 7.340398 9.887558 1.771928 NA 8.229863 9.755279 10.349352 10.823008 11.981487 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 & neck squamous cell carcinoma 28 1983 NA white not hispanic or latino 3 4 5 2 3 4 3 2 3 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 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10.9008715 10.7900176 NA 11.9830148 15.7680620 12.4538275 -1.5319902 1.7897293 7.9086766 11.0749068 0.0528332 8.7566737 3.7532087 11.8480226 10.6990289 9.5183367 14.5285037 9.4790351 6.2293591 5.1957295 11.3994687 0.7897710 10.3535041 11.4296192 11.4229127 13.6252731 11.8802453 NA 9.0011374 11.9532597 8.6226259 -0.5321988 3.8253582 7.0761368 5.0971641 7.3746987 9.1322550 12.5521179 10.9420207 7.8450183 1.7897293 8.6327146 NA 10.8943346 8.8856604 12.4288052 11.2245725 9.5266045 7.7806907 2.5552763 6.2491666 12.9530081 7.2392968 11.2310201 10.4249098 11.0543637 9.9857920 7.5499571 9.9869526 4.9435416 4.4678077 11.7537879 9.3458587 11.4355744 10.8242597 8.9962619 12.2033638 3.5122016 9.3677461 9.8803776 0.0528332 9.6705438 1.6377493 0.00180300 -0.00290910 -0.07187300 -0.01876500 -0.01876500 -0.00567570 -0.00567570 0.55054000 0.55054000 -0.02329200 -0.02329200 -0.04660700 -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 0.02090300 0.57041000 0.02342600 0.02020300 1.30920000 0.00180300 0.00180300 -0.00415460 -0.07187300 -0.07187300 -0.07187300 -0.07187300 0.00000000 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 0.00156390 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 0.00319100 -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 1.289 0.000 0.000 0.000 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 1.289 0.000 0.000 0.000 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 NA 7.6099145 10.9696449 10.8740128 10.4786855 10.2122212 11.0216770 1.2751859 10.7792723 5.9676528 0.4678012 6.9394828 8.4915621 8.6674802 11.0684176 12.4828743 4.7526576 11.5702756 7.3226763 8.6320988 5.9107518 11.0216770 -0.5321988 9.7721590 4.6175571 9.0729445 6.2751635 8.7635766 8.8160601 2.1682569 6.9952844 8.3303984 4.9756027 7.7919885 8.5325503 9.6131030 7.4335921 4.5763347 5.2751635 1.637749 4.657634 11.509296 12.088692 11.987444 11.530697 10.860662 10.188052 11.132477 8.709791 11.094886 8.805430 11.247322 4.689685 11.429619 12.178722 11.075138 13.624389 7.929287 3.512202 10.257749 10.276370 11.663641 13.094144 5.885660 12.209485 11.563699 14.907004 9.018555 10.968650 11.153433 12.844544 9.706111 8.656397 11.376013 11.039560 10.843662 10.649271 10.437554 7.842847 13.680646 8.891974 9.693015 10.297134 7.891974 6.030049 12.453828 6.319557 NA 9.271132 9.872949 13.625273 11.880245 10.923649 11.953260 11.914245 10.087111 5.262223 NA 10.676582 9.018862 10.694220 7.265470 3.860129 10.894335 11.413252 7.780691 13.467279 10.016148 11.014220 9.889872 8.157806 10.286390 1.052764 1.275186 7.620092 9.936086 10.196579 9.764150 11.651443 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 & neck squamous cell carcinoma 43 1969 0 white not hispanic or latino 2 2 NA NA 4 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 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 3.155679e-06 6.935557e-07 9.73451327433628 20.353982300885 5.30973451327434 38.9380530973451 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5.4126122 0.3902274 5.7996365 NA 10.2728881 9.1113441 12.2933737 11.0639958 8.0250199 10.5880761 NA 4.7825606 12.9186992 8.2262956 11.2373024 11.3785747 9.5078882 9.3640858 10.4974621 11.4098358 5.4987710 1.3902274 10.2412132 8.5874618 11.3617886 9.5899174 8.4961535 12.2327918 3.2971327 8.9371396 8.9638922 0.3902274 11.0426419 1.7121555 0.00069327 0.02426800 0.78369000 1.38510000 1.45120000 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 0.00000000 0.30489000 0.00013863 0.00013863 0.02525000 0.00069327 -0.39730000 0.00666530 -0.40340000 -0.40340000 -0.40340000 -0.40340000 -0.06024100 -0.00193990 -0.00193990 -0.00193990 0.00444110 -0.01876500 -0.39441000 -0.43279000 0.00708260 -0.00871460 -0.04333100 -0.11770000 -0.40056000 0.00471900 0.01894300 -0.01551100 -0.01551100 -0.40628000 0.00027728 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8.0669777 3.4777032 12.3554882 7.7430827 4.3902481 9.3930600 10.3008878 8.9882975 6.9975758 -0.6097726 3.1975981 -0.6097726 6.4670610 11.9695610 11.8972914 10.8227869 10.9548709 9.4737244 11.1596697 11.3109701 7.7652848 10.3356889 8.0906846 10.4723940 5.8146632 12.2837362 9.1699643 10.0950132 12.9154281 7.5651706 3.1975981 10.2310230 11.0426419 11.9982688 11.3571109 -0.6097726 11.3807036 10.0573566 14.6280861 9.2466705 8.5323520 8.5475921 11.5698432 9.2656872 8.3958695 9.7728691 8.8165098 9.4536402 10.6202655 9.0395012 9.3646595 14.4905789 12.4538086 10.0958775 9.5437971 5.4777065 7.1451323 10.8880969 3.2971327 -0.6097726 8.7166744 11.8975441 11.6496941 11.8730530 10.9443542 10.4882771 10.9733278 9.4576794 4.3902481 4.8496791 10.1619325 9.0322968 11.2907345 7.6142468 3.9752083 10.2728881 11.6479275 10.5880761 12.1102755 10.2888465 10.4250440 9.9817673 7.2728882 10.5948162 3.4777032 NA 8.8227869 9.0134131 9.7099171 9.8730529 11.5243504 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 & neck squamous cell carcinoma 43 1979 0 white not hispanic or latino 1 6 NA NA 4 1 2 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 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 3.641168e-06 1.421789e-06 19.5945945945946 14.1891891891892 4.72972972972973 29.7297297297297 31.7567567567568 10.6106793 NA 10.5628196 2.4335471 3.8485779 10.8644537 5.6211640 5.5855395 7.9146632 16.2106321 6.9709710 8.4082699 7.1277973 -0.7364848 10.5536304 8.4260030 5.1656869 4.3080040 2.0709732 9.0773928 0.2636354 NA 8.1462545 9.9588399 11.0012814 2.9640474 10.8672380 10.4559044 10.3701745 NA 2.9640474 8.9333649 -0.7364848 13.2477630 9.7783257 9.3951342 10.9579695 7.7352866 5.4133571 12.4310297 2.0709732 NA 13.6171720 8.2380263 1.8485578 11.5981642 4.9132293 11.4592914 5.5673933 NA NA 4.0185007 1.5855395 15.8378644 16.2711087 12.0659260 11.5466999 12.7696712 -0.7364848 NA 3.4335337 10.7261139 9.3470909 10.7539611 10.0184991 NA 16.6454587 17.9496162 10.7342705 NA 1.2636354 -0.7364848 11.8322803 NA 8.6708793 5.5855395 11.2655651 9.9605792 10.3623017 15.1145553 9.5303981 5.5303985 2.2636054 10.2678321 NA 9.6825183 12.2822969 8.2236137 11.2639638 11.8956980 0.2636354 8.4057189 11.5673923 4.4335337 NA 0.2636354 5.8027697 4.9915309 5.5303985 9.4694049 9.5990019 10.8952434 2.0709732 NA 3.7230452 NA 10.1231464 8.5374071 12.9326074 11.7000629 10.3104014 11.5877921 NA 5.3297013 13.0006476 8.2887512 11.0021261 7.4534361 9.5098771 10.2678321 8.9518620 10.9262800 2.2636054 2.8485779 10.0741832 8.5696734 11.8741751 9.9872725 8.3025306 10.6527051 1.8485578 9.3770543 8.6835719 NA 11.1032091 1.2636354 0.2448300 0.2310100 0.9834900 0.2645100 0.2645100 -0.0478010 -0.0478010 0.2858000 0.2858000 -0.0643740 0.2659300 0.2755300 -0.4191400 -0.4147600 -0.0321780 1.0565000 0.2950100 -0.0618230 -0.0484780 -0.0402090 0.2139200 0.2353500 0.2927800 0.3365800 0.2848500 -0.0515860 0.5505400 0.0650830 0.0000000 -0.0182760 -0.0182760 0.2494900 0.2272400 -0.0990770 -0.4359100 -0.4167400 -0.4167400 -0.4262600 0.2894500 -0.0442800 -0.0496950 -0.0496950 -0.0495590 0.2645100 0.2367400 0.2598100 -0.0478010 0.2858000 0.2734800 -0.0915520 -0.3993000 -0.4212300 -0.0026322 -0.0079751 -0.0079751 0.2950100 -0.0618230 -0.0530820 0.2156000 0.2139200 -0.4048400 -0.3821300 0.2967600 0.3025000 0.3338300 -0.3928600 0.3365800 -0.4366900 -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 0.8485578 7.9038565 10.8769406 10.6375642 11.5423514 10.9744180 10.8635245 8.2664268 11.9207067 7.0645111 NA 3.6559242 6.4234824 7.5443826 10.7307076 13.4278900 3.5206234 11.6293872 7.8296657 8.8821255 5.8027697 10.8635245 1.2636354 10.5685332 2.7230342 8.3087158 6.8182000 9.4546709 8.2322497 2.0709732 1.2636354 7.7712478 5.6386502 9.6429900 9.3297008 9.2178080 7.3773537 0.2636354 4.5490161 NA 6.182476 11.676446 12.059848 11.108317 11.542061 8.525706 11.399962 11.511539 7.814358 10.604574 6.802771 10.266427 5.809116 12.282297 8.415896 10.177997 12.008559 8.465735 3.263605 9.975279 10.8732521 11.5928445 11.5251189 -0.7364848 11.3711556 11.0416887 14.5363824 8.8143585 7.8105061 9.0033923 9.5008216 9.9495692 7.8372589 10.4930313 8.3903160 2.0709732 10.2068589 9.4120882 6.7065554 13.6171720 11.5981642 9.6559290 11.5466999 5.7714050 6.8258543 10.7342705 -0.7364848 0.2636354 9.5245311 10.3457606 11.2639638 11.8956980 11.2583186 11.5673923 11.7830021 9.4410311 3.3510770 -0.7364848 10.0598134 7.8206155 10.0425100 5.7554645 3.3510770 10.1231464 11.4858027 11.5877921 11.7130182 10.6612863 10.3967539 10.3114172 6.4827805 10.1906488 3.0709732 -0.7364848 6.6898764 9.3474500 9.8672380 9.0693555 11.9679476 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 & neck squamous cell carcinoma 39 1973 1 white not hispanic or latino 1 1 NA NA 2 1 2 1 2 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 4 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 4 0 0 0 0 2.566156e-06 9.70978e-07 19.4174757281553 12.621359223301 1.94174757281553 34.9514563106796 31.0679611650485 9.11846978 NA 10.08178633 0.50497626 0.91998834 10.16498296 4.62046325 6.13919319 9.27867572 16.27724155 6.39575861 8.33787697 9.07989593 1.72739772 9.44847874 8.76864750 5.27757568 1.92002646 3.00748258 8.65473411 2.24196218 -1.08008791 7.86839169 5.36296777 11.23205667 1.50497626 10.52735492 10.15064560 10.65431085 NA 1.50497626 9.30528315 NA 13.67386813 10.18856659 9.40572311 11.10428011 6.74657344 5.76551353 12.76090088 2.72737594 NA 13.17940011 8.99550374 0.91998834 11.96697809 8.70067934 12.00848164 6.59244956 NA -0.07993541 4.04930839 2.82692468 15.44971428 15.99747397 12.33325586 10.83104204 12.92072889 1.92002646 NA 4.41188041 11.32968076 9.10489984 11.29669268 9.61002268 -1.08008791 18.41838497 19.23325361 10.41438018 NA 1.24196218 0.50497626 11.65155578 NA 8.64794512 6.16795197 11.22996416 10.66107020 10.58669251 15.11158511 9.91437811 5.10984945 3.50498896 10.16735881 -0.07993541 8.04155841 12.14447856 9.50873922 10.79423755 11.92494730 NA 8.54755856 11.38048055 4.08994723 NA 1.24196218 6.93789048 4.67491255 6.02854926 9.15962313 8.96031448 10.82465927 2.72737594 1.72739772 7.96441885 NA 10.69439985 7.81484262 13.01385479 11.79500598 9.95153971 10.44896701 NA 6.72738002 12.90346362 8.52550397 11.42905732 8.17741256 9.53284700 9.24607194 11.28607359 11.82691523 3.16795197 NA 10.69357599 8.76080243 11.74319281 9.64283223 8.62738359 11.40232839 2.37945462 9.36459432 8.97395044 NA 10.68531069 0.50497626 0.01084200 -0.00152430 0.41312000 0.04599100 0.00458000 0.02862200 0.02862200 0.02918400 0.01474900 0.16190000 0.42435000 0.42435000 -0.43225000 -0.43225000 -0.43311000 -0.00957150 -0.41014000 3.65690000 0.02890300 -0.03386200 2.37110000 -0.43496000 0.04584900 0.03524200 0.00958830 -0.42167000 0.03326700 -0.05374600 0.00000000 0.00000000 -0.13418000 0.00138680 -0.48208000 -0.00705760 -0.01713000 0.03157700 -0.44609000 -0.44609000 -0.12525000 -0.12525000 -0.12525000 -0.12525000 -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 -0.41784000 -0.45319000 -0.28940000 -0.43138000 -0.44469000 0.43024000 0.04443200 -0.11991000 -0.11991000 0.03524200 0.08710000 -0.42167000 -0.05933000 -0.03572100 -0.44091000 -0.04170200 -0.56316000 -0.05374600 0.000 0.000 -0.418 -0.418 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 -0.125 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 -0.418 -0.418 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 -0.125 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 1.7273977 7.5818024 11.0213438 11.2094672 11.5173789 10.8007560 10.8749479 7.5889095 11.1961490 6.4118770 0.5049763 3.5049890 6.7465734 7.6882090 10.9133168 13.6135116 3.3429245 11.7152526 10.4659544 8.6614749 6.4591840 10.8749479 NA 10.8745844 4.1679520 9.1682369 7.0074871 10.5665833 8.2153573 2.8269247 0.9199883 6.8448376 4.3794546 9.0672294 9.5584605 9.2797742 6.6882083 1.9200265 0.9199883 -1.080088 6.443587 12.005331 11.560936 10.257647 11.844095 8.478445 10.891927 11.382782 7.925649 10.546646 6.371236 10.148843 4.500471 12.144479 8.134344 9.925649 12.575539 8.911547 1.241962 10.361413 11.39651771 12.43929229 11.27840108 -1.08008791 11.55936533 10.33629432 14.56308739 9.91012851 8.50310739 8.45140607 10.68116030 10.24072933 8.41187786 10.48702995 8.04672896 3.00748258 11.66359679 9.31769932 7.23290726 13.17940011 11.96697809 10.75922842 10.83104204 5.76551353 6.58536069 10.41438018 NA NA 8.60827478 8.24195265 10.79423755 11.92494730 11.44896706 11.38048055 10.74378994 8.86839200 1.24196218 -0.07993541 9.62217137 7.71950040 9.89084960 6.51993813 6.85076193 10.69439985 11.57466065 10.44896701 12.44199305 10.62263025 9.74020357 9.44162498 6.85666207 10.69233923 2.72737594 -1.08008791 2.37945462 8.96769401 9.83291390 10.33259449 11.44358655 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 & neck squamous cell carcinoma 41 1971 0 white not hispanic or latino 2 4 NA NA 2 3 1 2 2 3 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 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 1 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 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 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 0 0 0 0 0 0 4 0 0 0 0 5.825868e-06 1.595178e-06 13.4259259259259 45.3703703703704 4.16666666666667 20.3703703703704 16.6666666666667 8.05671357 NA 10.28852929 0.87349825 2.61046385 10.33497122 8.23689677 5.74796200 8.90507827 15.64915354 7.28288270 8.34922505 8.38392629 -0.71146425 9.79929344 8.64827884 4.80012335 2.87349825 3.93238249 8.48328615 3.09589067 0.28853575 7.84695020 7.59230977 11.22258875 3.45846075 10.76628756 10.42487969 9.81012976 -0.02444318 1.28853575 8.81647555 5.06989117 13.32521810 8.08942929 9.70382746 10.81991075 7.79235498 6.74796066 12.11547496 4.24272444 -0.71146425 11.96007037 8.94674080 0.87349825 13.10531300 11.26649253 12.31159056 8.36801398 NA 0.28853575 5.69792113 -0.71146425 15.49325176 15.75058260 12.64332967 10.22737383 12.09849838 NA NA 2.09589067 11.29765812 9.12773309 11.37400180 9.93598770 1.61046385 17.76830169 18.56308265 10.98549687 2.61046385 0.28853575 1.28853575 11.60452793 0.87349825 7.06331634 6.29975568 10.57222547 10.71898188 10.56813987 15.41753054 9.48328615 7.28852929 3.74795663 11.19504420 1.61046385 10.58315010 12.80187202 9.34245519 10.90645584 10.83927608 6.54591742 8.74179998 10.89261916 7.27152279 0.28853575 0.28853575 7.29975660 4.64608199 5.87349087 9.44840069 9.12300033 10.22222000 -0.71146425 3.93238249 7.66356878 NA 10.30185202 7.81209129 12.72237553 11.88681449 9.12107137 10.47030278 1.61046385 -0.71146425 12.74808901 8.23397336 10.95297663 8.12773335 10.25731134 8.66790773 11.02196838 9.57739540 2.61046385 1.61046385 11.05132655 9.10391249 11.06496239 9.51734794 9.39050497 11.54237680 4.33292271 8.62570519 8.61045757 NA 11.79086390 0.28853575 0.1288900 0.2698500 0.7156500 -0.0376260 -0.0376260 -0.0399370 -0.0399370 0.0181030 0.0106300 0.1103800 0.1103800 0.2067600 -0.3556700 -0.3556700 -0.3624900 0.0036076 -0.3938600 0.1305100 0.0173370 0.6918500 -0.0801410 -0.0801410 0.0000000 0.0237060 -0.0476660 -0.0476660 0.0307320 0.0960150 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8.4808221 0.8734983 6.6635681 10.1823163 7.7105943 9.3931281 9.1848617 6.7963239 10.3018520 10.8301100 10.4703028 12.1055130 10.5529719 10.9046187 8.4357344 7.6722337 10.7021573 -0.7114642 3.7121115 4.7147950 9.6628298 8.7963239 9.6646547 10.5388278 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 & neck squamous cell carcinoma 72 1965 1 white not hispanic or latino 3 3 NA NA 2 3 3 3 2 3 0 0 0 0 0 0 7 0 0 0 0 0 4 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 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 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 7 0 0 0 0 0 0 6 7 0 0 0 4 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 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 7 0 0 4 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 4.750857e-06 1.456467e-06 14.8351648351648 18.1318681318681 11.5384615384615 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8.716022 8.417681 14.028104 9.263510 4.134229 8.994824 9.921098 11.154842 11.860356 2.208236 10.072414 10.828814 14.294159 9.043646 8.320928 6.600545 12.249339 8.231483 8.834667 10.675018 8.880653 4.345730 9.025851 9.642856 8.933423 8.413776 10.513833 9.504685 12.659233 7.095753 7.756664 11.460893 NA 0.886277 8.248243 7.015582 10.754350 10.522018 10.519295 9.427396 10.187796 7.180921 NA -0.113723 10.453029 7.261339 8.784145 7.744280 2.208236 10.383153 10.131852 9.444720 13.561926 10.927274 9.593659 7.493630 6.781117 11.542277 4.471259 NA 8.316752 10.664311 8.784145 8.565780 9.692043 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 4 1 NA NA 4 1 5 1 1 1 0 0 0 0 0 0 0 0 0 5 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 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 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0.00986690 0.00986690 -0.00360110 -0.00595220 -0.00595220 0.01251600 0.07096000 0.04741000 0.04741000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.202 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 -0.202 0.796 0.512 0.512 0.000 0.000 -0.6843178 4.1737511 10.8210824 13.4607438 10.9226348 11.0706545 11.7254231 3.6376914 12.4439224 3.4032268 NA 1.3157401 5.5252201 7.4756386 10.0938442 14.5136748 5.4407164 11.2260349 7.3872290 8.5778619 9.1549707 11.7254231 NA 9.6511574 5.8703549 9.1227193 8.1612569 8.4931866 6.7526456 1.3157401 0.9007219 2.7751981 8.4906929 7.9523918 10.6606177 10.9221722 7.6908061 NA -0.6843178 -0.6843178 7.6820894 10.7975665 8.4680517 7.3546858 11.1478658 6.2465050 10.0706544 9.5505844 8.7016295 9.4705851 6.4655142 11.5154393 1.7025689 10.7187790 9.7315088 8.9451237 14.1927313 5.2226577 3.4856973 8.7566360 10.5553655 11.6382585 8.8393288 0.9007219 9.9846520 11.9193933 13.4119278 8.1134286 8.4190547 6.6011691 12.3768006 8.7023625 8.8076199 10.7808232 9.6376950 11.6297837 8.8056149 9.4373006 7.4295088 9.8636255 8.4216756 9.2075508 12.5882510 7.4398882 7.2582815 11.5068262 0.3157981 3.1231199 8.3325755 10.3669760 13.0334434 9.7346737 10.1807268 9.3436730 10.3030310 7.1295478 5.9881916 5.2699645 10.2436412 7.6103878 9.7955473 4.9881939 2.4856844 10.3485016 9.7680083 9.4629719 13.5943616 11.3422904 9.7925131 9.1845895 8.0504767 11.3227942 6.2105856 NA 2.1231364 11.5761338 8.4981615 8.3325755 10.2323929 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 2 NA NA 3 2 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 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 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 2.600834e-06 6.242002e-07 16.1290322580645 18.2795698924731 3.2258064516129 38.7096774193548 23.6559139784946 7.3994121 NA 10.7509375 -0.1188836 3.4660528 10.2719721 9.0510115 3.9685516 7.7202901 14.4912464 6.3941557 7.9756044 5.5999039 NA 9.3568201 8.3608668 4.7223895 0.6180507 10.4654228 8.1478729 -0.1188836 NA 6.6315147 3.4254056 11.1554648 -1.7036894 10.8827294 10.2419337 10.8545448 2.6836291 1.4660267 8.6858522 NA 12.5262947 8.1447469 9.5140818 11.0737904 9.7108094 4.3184904 12.0766639 0.2960756 NA 11.6988697 7.6448520 NA 11.8817909 8.3092931 11.0795317 5.1290151 -1.7036894 NA 4.8196835 0.8811164 15.3019896 15.2816968 12.1237645 10.1676443 12.4910348 NA 2.9965695 3.4254056 11.3757755 9.4221832 11.1317798 9.5993340 NA 16.4037432 16.9525385 8.8895152 NA 1.1034641 NA 12.0311512 NA 7.1939698 6.9650096 10.7443333 9.9865587 10.9200056 14.6435206 9.8602736 4.9399788 0.8811164 10.7847174 2.5440402 9.7969659 13.9801056 9.0937857 10.2726882 10.4160379 NA 8.2604651 9.4760333 0.8811164 NA NA 6.9293377 5.9965627 5.3835868 9.3662450 8.9016037 10.1119077 -0.7039244 NA 2.1034641 NA 10.1992527 8.6303975 12.2311971 11.5363192 9.2718288 11.7084293 NA 3.3835937 12.4772764 7.8196861 11.3248935 6.8391559 9.2285676 10.1191052 6.8659794 9.0493408 4.3622104 -0.7039244 7.4735434 5.8196861 11.3293750 10.1070973 8.8621783 12.8034852 3.6884378 9.2291360 8.7493948 NA 10.7226510 0.2960756 -0.0029091 -0.0051227 0.6148000 0.6229700 0.5868600 0.0111210 0.0031910 0.0060066 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 0.0139110 -0.0679930 0.0296060 -0.6665200 -0.0114730 -0.0029091 -0.0029091 -0.0051227 -0.6658700 -0.6658700 -0.6658700 -0.6756400 -0.6811300 -0.6811300 -0.0089906 -0.0329960 -0.6826900 0.0016642 0.0099065 -0.6797600 1.2286000 1.7612000 -0.6845100 -0.6924200 -0.6737100 -0.6737100 0.0232860 -0.0103700 0.0212780 0.0081959 0.0081959 0.0000000 -0.6859700 -0.0258930 0.0151680 0.0373590 -0.6694700 0.0256710 0.0256710 -0.0027707 -0.0027707 -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 NA 7.4484087 10.7047192 11.9550050 10.1066958 9.4970227 10.9828435 5.6884406 10.8485531 3.6180507 -0.1188836 3.4254056 5.2030132 11.0998516 10.4250851 14.6021324 2.9713688 12.0589214 9.4247630 9.1148581 5.2268630 10.9828435 -1.7036894 10.7281440 4.8196835 9.7576342 5.1034809 9.7606699 8.3601527 2.3835799 0.6180507 6.3514057 5.0510109 6.9720814 7.6536763 9.1202874 7.4982477 3.3835937 5.6711631 4.485948 3.688438 14.639570 11.331086 9.121878 12.524943 9.264071 11.660396 10.528545 6.888581 10.296476 5.644851 10.824822 5.490387 13.980106 10.183345 10.006069 12.394354 12.034850 5.771857 10.560273 10.369261 11.709488 12.481696 NA 11.221493 10.723175 13.022924 8.396786 10.343589 8.665721 11.663129 8.758391 8.655874 10.506795 9.958793 10.465423 9.545237 8.485949 7.388881 11.698870 11.881791 9.341201 10.167644 5.581526 6.003483 8.889515 NA NA 8.616925 9.635417 10.272688 10.416038 10.296476 9.476033 11.829941 9.405955 2.939979 NA 9.282521 6.183161 8.045993 6.529744 3.505573 10.199253 11.838793 11.708429 12.477199 10.886243 10.838430 9.412468 7.793976 10.259020 3.618051 -1.703689 8.649271 7.958579 9.079122 8.661353 10.074201 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 & neck squamous cell carcinoma 40 1970 0 white not hispanic or latino 2 4 NA NA 1 3 1 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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 5 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 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 6 4 0 0 0 3.60649e-06 1.075011e-06 11.6788321167883 26.2773722627737 3.64963503649635 35.036496350365 23.3576642335766 7.1908726 3.3109508 9.3638194 2.7259810 4.3504760 10.4078110 2.1410403 5.4078116 8.5922354 13.3027861 6.2599654 9.6645863 9.2495489 NA 7.2495487 9.7146716 3.2284801 0.1410403 3.1410240 7.9927735 4.6956153 1.1410403 3.4629554 7.1068089 10.6045488 7.2337817 10.1204495 9.8552700 10.1640857 0.7259592 6.4719418 8.4357140 2.6004601 10.0613773 10.7598687 10.2158349 9.2703075 6.5756527 4.9483812 8.7222249 6.6567237 NA 10.2521600 7.3889515 NA 7.9675727 0.1410403 11.3413100 7.9386857 NA 4.6004541 3.7848808 0.7259592 14.7785255 14.8502488 12.2994763 10.9342212 12.2400434 NA 1.1410403 2.1410403 6.9865145 7.5963515 11.3289950 8.4310433 -0.8590905 13.2232566 14.0436821 8.9612034 5.5333422 NA 2.8414700 10.2760923 0.7259592 8.2625581 3.6004601 5.2148436 9.6655662 11.0798689 12.8521536 7.5504151 6.2907709 6.7703811 11.6745975 2.4629423 10.8693701 7.9958926 8.5984054 10.8629780 11.1754795 -0.8590905 9.2469329 9.8054717 9.2638523 -0.8590905 NA 9.3127890 6.9865145 4.7259865 7.2703075 8.9158116 12.4336336 5.0952198 NA 7.0598874 NA 9.8213838 6.7108794 13.3180545 10.9691609 4.8897558 6.5504159 4.8414650 4.5333391 12.1649519 6.7992363 11.4246916 11.4618249 9.9580080 8.3553436 5.6801837 8.5117119 6.9675733 -0.8590905 8.4719414 10.2098027 10.2521600 9.6004560 10.3626115 12.1637389 5.7409384 8.2749628 7.5798160 0.7259592 2.4629423 NA 1.581800 -0.101970 1.153600 -0.025893 -0.029721 0.786970 0.933660 0.501160 0.513950 0.365920 0.365920 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 0.283430 0.048546 -0.230550 -0.103290 0.858980 -0.101970 -0.101970 -0.174920 -0.702260 -0.684190 -0.681600 -0.589800 -0.698030 -0.698030 -0.617540 -0.617540 -0.620260 -0.016567 -0.525020 -0.187100 0.299310 0.531510 0.418100 -0.737840 -1.292900 -0.168150 -0.198750 -0.189490 -0.147340 -0.200370 -0.195250 -0.212180 -0.189740 -0.642640 -0.135740 0.724140 -0.052531 0.292150 0.292150 1.448100 0.061651 -0.160120 0.066658 -0.295560 0.773290 0.158160 0.158160 0.048546 -0.199 -0.199 0.746 0.746 -0.147 -0.147 -0.643 0.488 0.000 0.292 0.292 1.162 0.000 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 1.162 0.000 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 1.4629423 4.2703047 11.3868741 11.3501731 10.6473320 11.5013228 11.3131393 3.0479222 12.2439843 8.9435407 NA 8.7630762 7.3601931 7.9770750 9.4007676 6.6724055 4.5347153 9.5535942 7.6606606 7.9321870 8.4985764 11.3131393 0.1410403 8.8604132 7.1854186 8.0328083 7.9707473 7.9612031 7.6901545 3.6004601 10.3059313 3.9483766 6.8689448 8.3455955 8.8975808 9.2084587 7.2390562 4.9990033 8.2495487 4.426426 1.141040 9.990429 9.079134 1.462942 12.535085 13.089300 10.300896 9.900080 6.360192 10.023667 7.095221 8.860413 3.632233 7.995893 11.272881 9.460696 14.588849 7.636879 1.462942 9.112568 8.820504 12.541637 11.412487 2.310951 10.319067 10.864259 12.430307 9.623832 8.809909 11.007531 10.334550 7.239056 9.223173 10.203745 10.665566 3.141024 9.566240 8.992774 7.612700 10.252160 7.967573 9.887539 10.934221 6.360192 6.882491 8.961203 5.185419 NA 7.604549 10.666056 10.862978 11.175480 9.372246 9.805472 9.761244 4.868944 8.035842 7.948379 9.094988 7.462952 11.120450 7.305931 7.703267 9.821384 9.029768 6.550416 13.293547 10.013699 9.494171 7.855270 9.831895 11.216504 NA 4.567290 3.388947 9.235062 8.678243 9.427582 9.233781 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 6 NA NA 1 3 2 3 2 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.089876e-06 6.687602e-07 18.2692307692308 26.9230769230769 6.73076923076923 30.7692307692308 17.3076923076923 9.3146093 NA 10.1813960 NA 4.9710377 9.9741782 3.6322333 4.8301742 8.7566597 16.5038338 5.4274151 9.3729079 7.8531105 NA 8.6894295 8.9897862 3.7146961 6.5220510 4.2996623 7.1446848 3.8667003 NA 8.8416876 10.1334861 10.2391294 2.8666904 10.4673558 9.6388491 10.2408695 0.5447821 2.8666904 8.2442744 1.5447821 11.8793241 9.4212883 10.0495905 9.6108606 7.5891657 5.2452104 10.0476033 5.9198120 NA 7.4027520 8.6054673 1.5447821 11.6897483 6.2590163 10.6552548 6.0839303 NA 0.5447821 2.8666904 -0.4552179 16.1154274 16.2987558 12.7063757 12.9892687 11.9568119 NA NA 1.1297446 10.4395892 7.6585136 11.3645514 8.4636347 1.5447821 18.3580892 19.5815930 10.9699874 NA 1.1297446 1.1297446 10.7159483 NA 7.3326739 4.7926992 9.4769272 9.8599210 11.7168864 14.9711345 8.5587919 5.5220526 3.7926992 12.4821453 -0.4552179 10.6467471 10.8973667 7.8531105 11.1488613 10.3054913 NA 8.2996591 9.8734464 7.5334559 NA 1.8667102 8.0739284 3.8667003 4.9710377 7.8301735 7.8576545 12.4077961 0.5447821 NA 7.0446171 NA 10.3800323 7.3649506 12.6570480 11.5141580 7.9774803 9.6282507 2.3521370 5.4274151 13.2192948 6.9370889 11.3744942 7.6740545 9.1958232 9.1515839 7.4335145 10.5047733 1.5447821 0.5447821 10.7240585 7.5447713 10.6824030 9.2029828 8.8779267 10.8179842 3.6322333 7.9110935 7.3195583 NA 9.5781943 0.5447821 -0.5396600 -0.0673240 0.5723700 -0.1242100 -0.1887200 -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 0.0193140 0.1920800 0.1920800 0.0532370 -0.0550060 0.0311550 0.0311550 0.0600790 -0.0361290 -0.0098185 0.0333430 0.0888180 -0.0737430 -0.0737430 -0.0475310 -0.5378400 -0.5378400 -0.5378400 -0.5378400 -0.5312400 -0.0202750 -0.0202750 -0.0202750 -0.5548700 -0.1887200 -0.2188600 -0.2061000 -0.5452000 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 -0.0393310 -0.0399370 -0.0550060 0.0657990 -0.8412500 -0.2368200 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 -0.237 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 -0.237 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 NA 6.0993604 11.2765147 12.5047734 11.7615173 10.9273955 10.8728853 1.8667102 12.1578702 6.9284757 0.5447821 3.0041957 4.9023245 9.0164467 9.9783568 13.1481660 4.9747220 11.3859426 9.2118829 8.1958230 7.8979180 10.8728853 3.0041957 10.3505153 5.6945181 8.4170770 7.8801620 9.0604711 7.6168774 4.1297364 8.0722484 5.9541614 7.4456382 8.8092141 9.6663050 9.9959825 8.4784622 1.1297446 -0.4552179 -0.4552179 4.1886304 10.8393921 11.3456713 7.5946202 11.3187348 9.0565242 10.7450570 11.2824413 6.1741287 9.4902153 5.4755097 9.4546645 4.5479248 10.8973667 7.7974372 9.4289419 14.2900944 8.4486532 4.1297364 7.8846217 10.633560 11.953897 11.658514 2.129745 9.846268 11.604454 14.824851 9.070292 8.408958 7.945651 12.865713 8.066332 9.000099 10.800390 9.408958 4.299662 9.524911 7.724680 7.129734 7.402752 11.689748 10.212770 12.989269 6.451663 6.326131 10.969987 NA 1.129745 7.445638 7.889067 11.148861 10.305491 10.316261 9.873446 10.364152 6.839393 NA NA 10.036224 7.427414 10.492408 7.364951 4.004205 10.380032 9.831329 9.628251 13.488568 11.120311 10.139096 8.886846 8.144684 10.964732 2.714707 NA 3.352123 10.344757 8.704643 8.749343 9.337562 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 6 NA NA 2 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 7 0 0 0 0 0 0 0 0 0 0 0 0 0 5.652479e-06 1.941956e-06 16.3716814159292 53.5398230088496 4.86725663716814 17.6991150442478 7.52212389380531 5.1549760 NA 8.9995494 NA 4.6554091 9.3710727 6.5787848 4.7974281 8.2972712 15.1076478 7.1637473 9.7384732 8.1811299 NA 6.8848885 10.2812413 1.3823906 3.3823906 3.2568597 8.5116712 3.4978678 NA 4.3209900 9.7903640 8.6892093 NA 9.3842653 8.9292824 9.8594717 NA 1.3823906 7.4663816 NA 11.1615602 8.5456182 12.5477138 7.4194774 6.2236909 3.6047830 11.7432351 -0.2025719 NA 6.6047800 7.5918417 NA 13.7634803 7.6739422 12.4077584 6.8527080 0.7974281 NA 1.7974281 -0.2025719 15.9148455 15.7802966 12.1408917 13.7837120 11.0417894 NA NA NA 8.2812415 5.6800683 12.0860033 7.4839262 NA 20.3143653 17.6398434 10.5397350 NA NA NA 10.4102940 NA 6.6303152 3.8848909 8.4633654 8.5885883 11.9150686 13.6894940 8.4376705 4.3209900 NA 12.8215263 NA 9.7133049 10.4943931 6.8086528 9.3131254 10.4367663 NA 9.0735501 8.9946422 -0.2025719 NA NA 7.3605838 NA 2.9673531 7.8308485 7.0548138 12.1077543 NA NA 4.3209900 NA 8.0165938 6.7162886 13.2278781 11.0364273 7.0349706 8.3443199 NA NA 12.1536024 4.4412843 10.3776842 5.3520134 9.5606380 9.2445087 10.7095664 8.1057645 NA NA 6.1012067 6.7281627 9.6800687 8.9648436 8.9471726 10.3052202 3.1193562 8.4804202 7.4698510 NA 9.8875379 NA -0.00443120 -0.00470790 1.18350000 0.00221930 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 0.02595200 -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 0.00513590 -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 0.00866590 0.01363200 0.02174400 0.02946600 0.02946600 -0.00387790 -0.00346270 -0.69342000 -0.70747000 -0.03709900 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 NA 6.9267087 10.3141105 13.6689458 10.9654708 12.2494093 11.4711763 NA 13.4222210 -0.2025719 NA -0.2025719 2.1193562 7.9773349 9.3268562 13.5951884 3.1308485 11.8815696 8.5185249 8.3748543 6.6800683 11.4711763 NA 9.0595205 5.6554062 7.4769058 5.3823871 8.5689149 NA NA 4.8848860 3.8848909 8.2972712 5.6303152 8.0165938 9.9356974 6.7516217 NA -0.2025719 NA 3.119356 8.788947 7.808653 8.382388 15.455804 7.256857 10.439477 9.206817 2.604783 9.770405 3.967353 9.432237 3.825999 10.494393 7.868888 7.604781 14.187785 3.382391 3.382391 8.016594 10.5598076 9.9098650 13.3377958 NA 9.2152782 11.2777109 13.7982178 7.3748543 6.8418197 5.2568559 11.3375536 7.5116712 9.6538511 10.7274236 8.5422592 3.2568597 9.2110536 8.2403692 5.9059501 6.6047800 13.7634803 9.2278782 13.7837120 6.7516217 4.2568597 10.5397350 -0.2025719 NA 7.4627615 8.3898825 9.3131254 10.4367663 10.2711313 8.9946422 9.5439399 7.5853284 NA -0.2025719 8.2744145 7.9420840 9.0262443 5.7281627 NA 8.0165938 9.3091782 8.3443199 14.5675732 11.6096028 8.0453529 6.7861102 8.7192666 6.8418197 0.7974281 3.4978678 3.9673531 9.6600629 8.3596679 7.5722129 9.7903640 7.0165944 8.7192666 NA TCGA-D6-A74Q 67 0 NA 710 head and neck stage iva t4a n0 m0 male 2013 NA yes head & neck squamous cell carcinoma NA 1964 0 white not hispanic or latino 2 2 NA NA 3 2 3 2 3 3 4 4 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 4 0 0 0 0 4 0 0 0 0 0 0 0 4 0 6 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 7 0 0 7 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 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 4 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 7 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 7 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 5 0 7 0 0 0 0 1.224126e-05 4.750857e-06 9.43775100401606 33.9357429718875 6.82730923694779 34.5381526104418 15.2610441767068 7.7832366 NA 10.7500696 3.4873063 4.3238024 10.2493295 7.6967568 5.0893414 8.8536258 15.8423596 7.0679656 7.8014820 8.3716921 NA 9.2393257 9.6629423 5.1393794 3.8092292 12.3286433 7.9607196 2.2648967 -0.3201259 8.3238046 4.1393794 11.0625726 NA 10.2798615 10.2635016 10.6151137 3.2869846 1.8498792 8.4259590 NA 12.6014177 7.0286763 10.2501553 10.5398716 6.7674112 5.9373373 12.5361796 -0.3201259 -1.3201259 12.2867008 8.7284355 3.2035144 11.7409822 5.6487300 11.5913406 7.9207399 NA -1.3201259 5.9837301 1.8498792 14.8904297 14.9882137 12.6408836 10.2084028 11.9495137 NA 5.3238060 2.7674217 10.5005265 9.2535958 11.5551220 9.9153646 -1.3201259 17.2533406 18.5038274 9.9408681 NA 0.6799642 1.2648967 11.4400448 -1.3201259 6.8448551 3.2035144 10.5069737 10.2803262 10.3102157 15.3536856 9.3336894 3.8894054 2.7674217 11.4842814 1.4872805 10.1872478 12.6750895 8.7897791 10.7540901 10.4772049 NA 9.0647323 9.8548743 3.7243447 -0.3201259 NA 8.6527704 3.8498692 4.4873063 8.0850900 7.8820726 10.1907128 2.5868368 3.3238024 7.9722705 NA 9.8322335 7.9722705 12.9879321 12.1736790 8.0202883 10.7205808 -1.3201259 1.4872805 12.8666819 7.9063609 10.9854404 8.7446912 9.5870270 8.6436827 6.3803883 8.3976250 2.4873063 1.2648967 8.9514118 7.5533928 10.5924638 10.0380504 8.3327934 11.7370942 4.2345396 7.8548746 7.5564654 -0.3201259 10.0013130 0.6799642 0.0490640 0.0623150 0.1337100 0.0448070 0.0623150 3.3076000 -0.0148270 0.0422580 0.7084900 -0.1142900 -0.1142900 0.4122300 -0.4937500 -0.4937500 -0.4937500 0.1220600 0.6970200 -0.2558000 0.1368200 0.1368200 0.0630300 0.0112120 -0.1328200 0.0171110 1.9632000 0.0021705 -0.0454120 -0.0796560 -0.2373300 -0.2245700 0.2655600 0.0623150 0.0623150 0.0305420 -0.4975000 -0.4975000 -0.4975000 -0.4975000 -0.5888600 -0.5888600 -0.2656900 -0.2966600 -0.3073700 -0.5707200 -0.5674700 -0.5879800 -0.5905200 0.6985100 0.6985100 -0.0399850 -0.4937500 0.1220600 0.0469340 0.0469340 -0.3577600 -0.5884900 -0.2558000 0.0982310 -0.6012200 0.0226750 0.1272100 0.1032700 -0.1490500 0.0063382 0.0063382 0.0200070 -0.6307700 -0.5832700 -0.0941100 -0.0941100 -0.5306600 -0.1058300 -0.1058300 -0.0710740 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 -0.372 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 -0.372 0.122 0.000 0.000 NA 5.4481345 11.1368163 13.2750895 11.4012615 10.1852640 11.2426681 5.5379297 11.1200392 6.0549874 2.4873063 3.9278775 7.1270317 10.4945311 10.4116919 14.4558418 3.9612714 10.8508125 9.2611493 8.8136430 7.3664490 11.2426681 0.6799642 9.9647727 4.6572284 9.3921661 5.1718033 9.9583981 8.3465097 6.8548746 7.5316980 5.5747676 6.9973613 8.0108654 8.5579997 9.9473206 7.9630371 2.4873063 4.0722688 2.139371 5.294658 10.947906 9.897264 11.214252 12.329205 9.530136 11.162252 10.729116 7.705088 10.271471 3.634140 10.510068 5.531696 12.675090 9.292817 9.932614 13.540641 10.846426 4.072269 9.842340 10.2268431 12.3021149 10.7564302 -1.3201259 10.7500696 11.2576135 13.8992272 8.5332581 9.7352311 8.2074258 12.0746793 8.6123112 8.8918369 9.8561217 10.2249131 12.3286433 10.0136631 9.9426308 9.4001929 12.2867008 11.7409822 10.2835749 10.2084028 7.3345844 7.8473668 9.9408681 0.6799642 1.4872805 8.4694823 7.8623429 10.7540901 10.4772049 10.4510254 9.8548743 10.6095769 8.0308878 5.2946575 NA 9.3056208 7.7406443 9.0679659 8.5285717 3.8092292 9.8322335 10.9234202 10.7205808 12.7290314 10.4759882 10.5648823 8.1577067 8.9111699 10.6696979 3.0018743 -1.3201259 6.6341445 9.4261018 8.8979062 9.1657781 10.0484551 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 6 NA NA 4 1 5 1 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 0 0 3.155679e-06 9.70978e-07 23.7704918032787 43.4426229508197 2.45901639344262 14.7540983606557 15.5737704918033 9.92104233 -1.63755817 10.41485000 2.68454947 5.63874578 10.75520740 4.06306282 6.35130677 8.88520309 15.93061481 7.04912212 8.16513814 9.64223224 NA 9.30513606 7.88029125 4.82205197 7.66411800 10.81512027 7.88814231 1.82203667 0.36266626 8.95133630 10.46754788 11.18738152 -0.05244605 11.09245476 10.32624026 10.61054911 -0.63733374 5.25744065 8.28409071 NA 14.60887974 9.76616628 9.55429779 11.25611278 7.86843305 6.39604472 13.35962462 2.53254139 NA 13.85763340 9.17640281 -0.63733374 12.28222983 9.28123899 12.21398027 7.57451027 2.06305419 -1.63755817 4.97733030 -0.63733374 14.49242762 14.74246834 12.19586651 9.74254136 12.54128645 NA NA 5.03504760 11.91156389 9.88912092 10.84139121 9.25136477 -0.63733374 17.89244865 18.31957198 11.90999817 NA 1.16998912 0.68454947 12.46853012 NA 10.07815468 4.16997309 10.50123580 10.14193060 10.26988781 15.80626937 9.20654262 5.94004926 4.29335577 11.46853012 1.53256632 10.14193060 12.12311495 7.72237107 10.76563361 11.61868282 -1.63755817 8.28446231 10.74172921 5.95507795 1.16998912 NA 6.29353602 5.29335945 7.34561548 9.73385374 9.38360149 11.01569060 1.53256632 1.36261015 5.94758434 0.68454947 10.80996318 9.37594431 13.00512464 11.69143676 10.01152737 10.63466813 NA 4.26951197 13.40910619 8.02617981 11.12624895 10.45174100 9.67245610 9.58300000 10.76029622 12.00049172 3.00647756 2.06305419 8.24373572 8.16190330 12.52328091 9.76083087 8.81692092 12.41781929 2.36261015 9.46089058 8.65033411 -0.05244605 11.71576843 0.36266626 0.0088920 0.0218680 0.5093300 0.2001500 -0.0725410 0.2404700 0.2638800 2.7060000 0.0036076 0.2686000 0.6544300 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 0.4009400 0.0000000 -0.0461770 -0.0461770 -0.0461770 -0.0081624 -0.6443400 0.0267950 -0.1401300 -0.1401300 -0.1401300 -0.1401300 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9.11834363 0.36266626 3.53254139 6.98100665 10.94875771 10.40769870 14.40522149 3.58410865 11.14705200 8.85347238 8.81029367 6.21437158 10.50472863 -0.63733374 11.11709163 3.82205707 7.52574317 5.62000863 10.44510333 7.15394717 3.91721214 1.36261015 6.83835556 4.66640439 8.57207489 9.19234436 9.43743209 6.23913832 1.36261015 -0.05244605 NA 6.917211 11.938043 14.110965 11.254785 11.563060 9.113329 10.605965 12.124173 7.724566 11.328045 8.120845 10.263111 5.073289 12.123115 9.378733 10.483183 12.797439 4.293356 1.822037 9.910962 11.6345223 11.6970346 10.4678754 0.9475540 11.4088930 10.5505922 14.4692449 9.6369997 8.5536807 8.8704162 12.8031664 7.6906909 8.2829744 10.3590951 8.3766420 10.8151203 10.6641178 7.4841551 8.9965249 13.8576334 12.2822298 10.4507473 9.7425414 5.9248647 8.1225097 11.9099982 1.5325663 0.3626663 9.2182687 11.2304795 10.7656336 11.6186828 10.9296270 10.7417292 11.0552371 9.4672204 1.8220367 2.7549302 9.7320880 8.8540137 11.2039894 7.7046963 3.7888840 10.8099632 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3.9821539 11.0512340 10.4329103 10.4070234 11.7751283 10.8380639 10.7725962 9.4306177 8.0976345 9.9056498 2.8122312 -1.1877072 8.0530233 10.1819877 9.0314007 9.0350272 9.8816821 7.0168038 10.2442521 5.4560899 TCGA-DQ-5631 52 1 548 NA head and neck NA tx nx NA male 2009 540 yes head & neck squamous cell carcinoma 23 1972 1 white not hispanic or latino 1 2 NA NA 1 1 2 1 2 2 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 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 0 0 1 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 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 7 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 0 0 0 0 0 0 0 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 2.062011e-06 8.638153e-07 36.3636363636364 21.8181818181818 3.63636363636364 25.4545454545455 12.7272727272727 10.68114202 NA 10.64586753 1.24774527 4.59826396 11.24959561 NA 4.85657244 8.36566804 14.92119577 7.29434321 7.56427298 7.25675405 NA 9.70103592 8.25675405 5.27456359 5.89162090 8.75872724 9.91771324 -0.07415245 0.24780602 8.95166880 6.54788934 10.47441820 4.35210171 10.49830054 10.21297234 10.73981866 0.24780602 4.24776805 8.04942820 NA 14.60721281 10.08160407 8.65035099 11.10434636 6.63664347 5.65375654 11.89385586 3.41769052 -1.07430434 14.43973432 8.87930602 0.92584755 8.97636593 5.88792244 11.49117728 7.30954184 -2.07400058 NA 3.51079739 0.24780602 13.87629825 14.52414673 12.18138874 10.57644013 12.61457919 NA NA 5.77132835 12.18071811 9.22961796 10.61583513 9.91381168 NA 15.64793087 18.03069131 11.73329269 NA 2.44940290 -0.07415245 12.50155362 NA 8.47658380 1.92584755 11.50470276 9.81875935 9.79157040 15.61728085 9.58627874 8.47658380 3.78382331 11.23829468 -0.07415245 9.79581645 11.55655132 6.26568630 9.67151152 11.50255766 NA 8.36981673 11.00931645 6.31815412 NA NA 4.91475107 5.22961868 5.95926012 9.75912254 9.63060532 10.95408854 1.24774527 NA -0.48924058 NA 10.52132777 10.33283926 12.75154128 10.71271932 9.92153720 11.78769948 NA 7.62974056 13.18001688 8.44939919 11.10885210 10.37214506 10.41839385 10.05293832 5.07558397 11.20225235 3.48042024 1.24774527 9.98518162 8.99394348 12.68051589 9.98720829 9.18851937 12.05189623 2.88003896 9.92446277 9.28228921 -1.07430434 5.38526881 0.24780602 -0.00762100 0.00388540 0.51682000 1.24880000 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 -0.02276700 0.46785000 0.50550000 0.51560000 0.05466000 1.47860000 0.00000000 0.85838000 0.23043000 0.04639000 0.01954100 -0.02041200 -0.00762100 -0.00762100 0.00152550 -0.41718000 -0.41718000 -0.41466000 1.84800000 -0.00027724 -0.00027724 0.12447000 0.12447000 -0.30710000 -0.40692000 -0.40692000 -0.41505000 0.02820000 0.25449000 0.25016000 -0.55679000 -0.41408000 -0.39185000 -0.42123000 -0.18270000 -0.34096000 -0.00912860 1.10220000 0.02062300 0.18531000 0.18531000 -0.00166290 -0.40163000 -0.39725000 0.40844000 0.40844000 0.05466000 -0.37617000 0.00000000 0.04117500 0.06065100 -0.01064600 -0.29106000 -0.28489000 0.22314000 -0.341 -0.341 0.000 1.102 -0.372 0.000 0.185 -0.405 -0.385 0.027 0.408 0.000 0.000 1.200 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 -0.341 -0.341 0.000 1.102 -0.372 0.000 0.185 -0.405 -0.385 0.027 0.408 0.000 0.000 1.200 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 -1.0743043 6.9398577 10.9059767 10.2670780 11.1517976 10.0663474 10.6450120 7.6297406 11.7149632 7.1131889 NA 4.3008778 6.7396186 9.2910659 10.2929789 13.4846763 3.5945844 11.4134259 6.9314621 8.4223613 4.1156575 10.6450120 0.5107594 11.4208177 3.3181577 8.1906786 4.9811174 9.2612276 8.1000888 4.6673018 0.9258475 7.8593801 0.2478060 9.2324684 8.7977422 9.3562898 7.0421814 0.7331808 2.5696855 1.385265 5.488081 12.189913 12.615665 10.287781 11.480666 9.013300 11.779147 12.900789 7.125510 10.714963 8.584049 10.233323 6.250467 11.556551 9.892343 10.839661 12.642949 1.925848 2.680729 10.484736 11.3691692 12.0502816 10.7026813 0.2478060 11.5076261 10.8191386 14.3967648 6.3352278 8.3852688 9.6319013 10.6258432 9.1901859 8.8439550 10.7063769 8.9952869 8.7587272 10.5259823 8.5542826 8.2833889 14.4397343 8.9763659 10.0733601 10.5764401 6.5947217 5.8506494 11.7332927 -2.0740006 0.5107594 9.7303715 9.8665178 9.6715115 11.5025577 11.7440198 11.0093164 11.7278485 11.1773196 4.3521017 3.3181577 10.5450255 8.0993520 10.0063216 7.2066081 3.0957557 10.5213278 12.1828566 11.7876995 11.7063769 10.2753948 10.8308480 10.2820139 7.7507961 10.2681897 -2.0740006 NA 0.5107594 8.4825156 10.1823407 9.4620844 11.4238137 7.8236825 10.0957621 5.9919254 TCGA-DQ-7588 66 1 427 NA head and neck NA tx nx NA male 2010 NA no head & neck squamous cell carcinoma 45 1965 1 white not hispanic or latino 1 6 NA NA 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 7 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 6 0 0 0 0 2.98229e-06 1.040334e-06 12.9310344827586 31.8965517241379 5.17241379310345 25.8620689655172 24.1379310344828 7.6914923 NA 9.8261709 NA 2.6676424 9.5429340 -1.2392255 0.3457370 8.8977459 15.2366781 5.6914923 8.0713674 6.6249402 NA 9.3690095 8.9811331 4.5118981 -0.2392255 -1.2392255 8.4367120 -1.2392255 NA 4.2526049 9.1627007 10.3690096 4.3153416 10.9415963 10.5975941 10.5009571 NA 0.7607745 7.3573919 2.0826685 14.4699732 6.0275411 10.1764964 10.3186970 5.0275433 2.3457086 12.4121428 1.5681294 NA 13.6155744 8.5793371 NA 10.6922309 7.6048638 10.8034401 4.4046102 NA NA 4.0826856 0.7607745 14.0762228 14.6420953 12.5896528 11.4196356 12.7699710 NA NA -1.2392255 9.2960301 7.2764548 10.5717279 9.2843168 NA 18.4574150 19.2537384 7.1616338 NA NA NA 12.1043569 -1.2392255 4.0461592 2.8482173 9.5056895 9.6608668 11.2316678 16.2889570 9.6038906 6.8744970 0.7607745 11.8526859 NA 10.5845200 12.2138774 8.9218867 10.7153146 10.9539720 NA 8.4296398 10.4707002 5.9105024 NA NA 5.4782956 1.3457370 1.5681294 7.9702083 7.7522763 11.5545612 -0.2392255 -1.2392255 7.5968047 NA 9.8241498 7.6616214 13.2048637 11.8288612 9.4586953 10.6889030 NA 3.9702095 13.1851835 8.0438432 11.0696626 7.7178567 9.8633866 9.6061429 4.5156431 10.8813167 0.3457370 1.3457370 5.9206268 8.3018515 10.7726808 9.4225328 8.3438373 10.8774236 1.9306617 8.8963230 8.6570872 NA 8.7635696 -0.2392255 0.142210 0.142210 -0.114560 0.790650 0.062794 0.045424 0.045424 0.167750 0.241520 0.727540 0.727540 0.727540 -0.556370 -0.556370 -0.545520 -0.036398 0.207630 3.656900 2.018600 0.218520 0.232250 0.204270 0.178900 0.125350 0.523450 -0.141290 0.160250 0.338530 0.138720 0.231790 -0.156540 0.142210 0.142210 0.106430 -0.534390 -0.534390 -0.545890 -0.545890 -0.562260 -0.562260 -0.101390 -0.101390 -0.103420 -0.118880 -0.118880 -0.133930 0.036711 0.309690 -0.561860 0.727540 -1.292900 0.025531 -0.165610 -0.165610 -0.172720 0.184190 -0.551960 0.218520 -0.559230 -0.559230 0.232100 0.232100 0.195580 -0.607960 -0.607960 -0.229690 -0.618820 -0.141290 -0.241070 -0.241070 -0.197240 -0.558570 -0.519070 0.325410 -0.166 -0.166 0.208 -0.552 0.219 0.219 -0.559 0.232 0.179 0.113 0.113 -0.104 0.125 -0.141 -0.141 -0.241 -0.241 0.139 -0.013 0.160 0.160 -0.158 0.000 -0.052 0.142 -0.534 -0.115 -0.101 -0.101 0.000 -0.119 -0.525 -0.525 0.225 0.225 0.728 0.728 -0.546 0.000 -0.552 -0.227 -0.166 -0.166 0.208 -0.552 0.219 0.219 -0.559 0.232 0.179 0.113 0.113 -0.104 0.125 -0.141 -0.141 -0.241 -0.241 0.139 -0.013 0.160 0.160 -0.158 0.000 -0.052 0.142 -0.534 -0.115 -0.101 -0.101 0.000 -0.119 -0.525 -0.525 0.225 0.225 0.728 0.728 -0.546 0.000 -0.552 -0.227 NA 6.8322166 10.5264552 10.8013870 11.4417735 11.0140113 11.4657391 -1.2392255 12.2578581 4.3457157 NA 0.7607745 3.2843216 9.1985069 10.7276207 13.7764311 2.3683772 11.5154335 8.9481067 8.1849210 3.9702095 11.4657391 0.3457370 10.6376553 1.5681294 8.6187515 1.3457370 10.0832462 8.8411724 0.3457370 -1.2392255 6.0553757 4.7831213 9.1637666 5.7032696 9.9793180 7.2119661 1.3457370 -1.2392255 NA 4.118310 13.119337 12.166557 10.602712 10.834562 8.122699 12.574035 11.777041 6.100606 11.842072 5.930681 9.513972 5.589844 12.213877 8.592062 10.433180 13.465074 6.468114 3.760753 10.475000 11.9683792 12.4677903 10.6661417 NA 10.9922759 12.1018565 15.1030543 9.2665664 9.3008829 8.1422975 10.7969283 10.4792705 8.3268088 11.1368801 9.7969283 -1.2392255 10.4758587 8.4314111 2.6676424 13.6155744 10.6922309 10.0967033 11.4196356 5.7831213 2.2201752 7.1616338 -1.2392255 NA 8.8051489 9.2129960 10.7153146 10.9539720 11.6082036 10.4707002 11.6905679 8.8119635 NA -1.2392255 8.8732595 6.9895739 8.6691473 3.8051480 3.1530757 9.8241498 11.8851992 10.6889030 13.0412355 11.2369946 9.8692792 8.6646364 8.0110533 10.4082132 NA NA -0.2392255 5.2840032 9.7768666 9.8660085 11.3083723 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 & neck squamous cell carcinoma 100 1955 NA white not hispanic or latino 2 4 NA NA 3 2 2 3 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 NA NA NA NA NA NA NA NA NA NA 9.8967756 -1.8185794 10.7096966 1.1812298 4.7959539 10.2132882 8.1368922 4.0392261 8.9918140 14.1831124 7.7126240 7.7586716 9.0423294 NA 8.9576755 8.2700308 6.3661176 3.1354364 4.1585228 9.3549195 0.7662135 -0.2337865 10.1595954 6.1060551 11.5528830 -0.8188338 10.1907213 10.7570181 10.3642575 -0.8188338 5.6810894 8.6199199 NA 13.1234820 8.2008334 9.3156688 11.9316354 7.4986554 7.8142377 11.5566893 5.8178662 2.5031706 12.6248983 8.5895721 NA 12.1746232 10.1161386 11.8371085 7.0423292 NA 0.7662135 3.5031706 0.1812934 13.1536385 12.7443410 12.3524779 10.2560530 12.7454515 NA -1.8185794 3.7959539 10.7746336 9.4148622 11.2434573 9.9531446 NA 16.8453251 17.9323337 9.0030164 NA 3.0881246 5.3611507 12.5104081 NA 7.2419384 2.8250936 11.1005658 10.1332556 9.9066088 15.4294202 9.6054088 7.0046093 3.2256297 11.2426136 -1.8185794 10.7322297 13.1128554 8.7194313 12.0290828 11.1116102 NA 9.0149232 11.3365351 8.7820845 NA NA 6.5590176 5.7048056 4.2256374 9.7252410 10.8710221 9.9184898 NA 0.5031452 9.5448298 NA 10.4881586 8.2119097 12.8294315 11.4580938 9.5759571 10.8112820 0.9886302 3.0881246 13.1188921 9.1699273 10.6401617 9.6493573 10.3084404 9.7951609 8.4515379 10.0718868 3.4666402 3.1354364 11.1702821 9.4712612 11.9496336 10.8103714 8.9134097 10.9174329 3.6730928 8.7874997 9.1513484 NA 10.6723440 -1.8185794 0.5396000 -0.0011087 1.7568000 0.4196500 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 0.1156500 0.0282000 -0.3298200 0.1199100 -0.1931200 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10.7043143 11.5050010 11.6992808 10.0612086 10.6043584 0.5031452 9.8142377 7.7510981 -0.2337865 4.3906952 7.9675122 10.1130880 10.7643253 12.8030082 3.3906952 11.1599529 9.8028365 8.6737465 5.5475640 10.6043584 0.7662135 10.1685065 2.9361385 8.8299865 5.8032942 10.1030835 8.6527855 6.1924704 1.5031452 6.4520518 6.2580572 8.1784219 8.1060551 9.7189462 8.0407774 1.5031452 3.0881246 -0.2337865 5.5387958 10.4371563 11.7990256 10.9956246 13.5721167 10.9442473 12.9424820 12.6730956 7.4781588 10.8130425 7.7567818 11.3984429 5.0792074 13.1128554 11.5442821 10.2763097 12.6564534 12.6071140 2.6406672 10.0933834 10.9089502 12.4995734 11.3599073 0.1812934 11.3528884 10.1123493 15.0501235 10.0465891 9.9294354 9.0054056 11.7446771 10.3714438 8.4827386 9.8532258 9.7899594 4.1585228 11.2151816 10.5338377 6.3611507 12.6248983 12.1746232 10.6733460 10.2560530 4.9494275 4.5031706 9.0030164 1.8816646 -1.8185794 9.3448922 11.1270521 12.0290828 11.1116102 10.9859785 11.3365351 10.9315307 8.9918140 2.9885938 7.7126240 9.1038194 9.5342735 9.6994038 5.8677433 5.3207951 10.4881586 12.0179832 10.8112820 12.1495493 10.3698313 10.4830244 9.0858771 7.7624432 9.3021282 -0.8188338 -0.8188338 7.3486609 7.9008366 10.3521065 10.0847478 11.4615783 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 & neck squamous cell carcinoma 0.5 1974 NA white not hispanic or latino 3 5 NA NA 3 4 3 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 NA NA NA NA NA NA NA NA NA NA 11.8894123 -1.2747387 10.1079151 2.1847246 4.6794857 10.4963678 5.8442325 7.6140340 8.1515560 16.2642681 7.0828431 7.6765756 7.8494126 NA 9.5326460 9.4532116 5.0651414 6.6018079 10.4553366 8.5925699 4.3691454 2.1847246 9.9052001 10.0634703 11.2673556 NA 9.6670723 10.1898368 11.0008336 0.7252613 3.4257278 8.3317334 NA 13.3755014 8.7737778 9.3734240 11.1269706 9.0595643 6.5454696 11.0648627 3.6321868 NA 12.9809836 8.4498048 0.3102238 11.9027106 4.0786184 11.3997040 5.0651414 NA -0.2747387 -0.2747387 -1.2747387 15.1443130 15.5809988 12.5476627 10.2741130 12.8004359 1.7253049 2.8952251 4.0106903 11.7930615 9.5366657 11.5243703 10.0130034 4.0106903 14.5845346 18.2880836 13.6324634 NA 2.7252831 1.8952251 11.5764545 NA 8.3509997 4.9920795 10.8683809 10.3736486 10.2946720 14.5339285 9.2000109 3.3102529 6.1599198 10.5326460 NA 9.8864229 12.1263039 11.6407970 12.8160668 11.3514564 -0.2747387 8.7025710 11.5484593 7.8571481 NA NA 8.1715681 5.5197054 6.1176078 8.4701248 11.2772396 10.5172679 3.3691454 0.7252613 8.6094617 NA 9.2932472 8.2932472 13.1035859 11.4302754 10.0361196 10.5004898 NA 1.3102819 13.5441728 8.2913452 10.7788776 9.3772396 11.0926758 9.6029892 5.2488536 10.1159974 3.1847246 -0.2747387 11.6227584 8.7832828 11.7554409 10.5237629 8.8952160 12.2805991 3.5326411 9.3674691 8.4309233 NA 10.5241678 1.5326661 -0.01023200 -0.01023200 -0.00581400 0.56654000 0.56654000 -0.01298900 -0.01298900 0.00097064 0.00097064 -0.00059667 -0.00059667 -0.00059667 0.02665400 0.02665400 0.02665400 0.02665400 0.01028500 -0.57634000 0.00416320 0.00416320 -0.58314000 0.00444110 0.02673400 0.02581200 0.56828000 0.56170000 0.07858200 -0.06249500 0.01042400 0.01042400 -0.00027724 -0.01023200 -0.01023200 -0.01023200 0.00388540 -0.00581400 -0.00581400 -0.00581400 -0.00843850 -0.00843850 -0.00843850 -0.00843850 -0.01601700 0.56654000 0.55509000 0.57006000 0.00805670 0.00097064 0.00097064 -0.00059667 0.02665400 0.02665400 -0.56962000 -0.56962000 -0.91274000 0.01028500 -0.57634000 0.00416320 0.00414440 -0.57792000 0.46314000 -0.57457000 0.02834100 -0.56376000 -0.56376000 0.02581200 0.02581200 0.56170000 0.01950300 0.00572230 0.02230400 -0.03463100 -0.04366300 -0.07160600 -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 -1.2747387 7.7111328 10.5131936 11.6398631 11.1325588 10.8130854 10.4532116 7.6291730 10.1149224 6.8442325 1.7253049 4.3977140 8.2837116 9.7778591 11.0141571 12.5935349 4.2229050 11.4529988 8.4885034 8.4960045 8.9274150 10.4532116 -0.2747387 9.9779565 5.5326474 8.9234906 7.0427034 8.6033419 8.4669603 3.5832663 2.5326411 6.9443138 4.6321810 7.6351841 10.7065015 9.9749971 8.2030494 2.7252831 3.1176119 NA 9.070696 8.854574 11.305071 11.181900 10.871860 9.941431 10.542674 10.412229 10.240991 10.373199 10.494302 11.906754 4.354353 12.126304 10.987973 10.885162 12.523341 11.294435 5.466758 10.194424 10.4126667 11.1447246 12.9812048 2.6321751 11.4384627 10.9197401 14.6220463 8.8311996 8.9396101 9.4701248 12.4587301 9.7547578 8.8007702 10.5265953 9.5629190 10.4553366 10.1084553 9.6344341 8.0916131 12.9809836 11.9027106 9.5676415 10.2741130 5.9826788 8.4951291 13.6324634 0.7252613 NA 9.4785077 10.4330815 12.8160668 11.3514564 11.2827547 11.5484593 11.4014686 8.3709493 NA 1.0471894 9.3970266 9.1893363 11.7335446 7.2131314 3.4801746 9.2932472 11.0210600 10.5004898 12.2438213 10.8117590 10.4455353 10.4789257 7.8047757 10.2503225 3.7252940 -0.2747387 9.4352364 11.0234224 10.0415726 8.9541096 11.2315987 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 & neck squamous cell carcinoma 20 1963 NA white not hispanic or latino 3 5 2 2 3 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.075011e-06 3.467779e-07 33.3333333333333 26.1904761904762 0 19.047619047619 21.4285714285714 10.97262223 NA 10.79236572 NA 2.72213810 11.22993623 2.34363522 7.42684339 9.31976446 16.33026308 7.90434500 8.17144904 7.16635995 NA 9.95539244 9.49337714 5.90434440 7.36155169 11.19818668 10.03013051 1.02169292 3.34363522 6.50551783 9.51255263 11.69434818 0.02176397 9.56182998 10.51655742 11.23419826 -0.97823603 3.19162581 8.84737624 0.02176397 12.56751099 7.53740169 11.13530726 11.80285660 10.31172073 4.72214357 9.84028399 7.68347961 -0.97823603 11.86777985 9.08104637 4.82905799 12.90023179 0.60663173 11.26487581 4.54526414 NA -0.97823603 3.54526414 -0.97823603 15.47617642 15.97283513 13.04236238 10.17904881 13.78776483 1.34363522 3.19162581 4.10916830 10.81611775 10.77157126 11.04718752 10.31114444 2.73978331 13.40500114 17.66626231 12.58489811 1.02169292 1.60667910 6.81611711 11.92483054 NA 8.29549759 4.72214357 11.60181670 10.84188084 10.92332303 14.95472392 9.58012249 7.84506910 6.91044486 10.90090220 2.48114392 10.66375350 12.40020942 12.80500706 13.00923235 11.29782626 -0.97823603 9.15227242 11.38911660 10.27495838 1.34363522 0.02176397 6.54557769 9.57148645 3.82905799 9.27200032 9.98964853 10.26428049 3.92858825 NA 9.10251930 1.60667910 11.30883706 6.94651449 13.79432572 11.85577780 10.00107697 11.54893449 0.02176397 1.82903769 12.97398808 9.13153238 10.75514095 10.22504990 10.99896389 9.27318436 5.04407057 9.35149826 3.48113100 3.02171068 11.43241819 8.35037658 12.68936783 10.39456687 8.39456687 12.30811521 3.82905799 8.63499396 8.97444298 2.72213810 10.09517401 3.02171068 -0.00738110 -0.00738110 0.65185000 0.00000000 0.00000000 -0.71292000 -0.71292000 0.01377200 -0.00069303 -0.00360110 -0.00360110 -0.00360110 0.02904400 0.02904400 0.02904400 0.07498400 -0.00898110 0.00097064 3.65690000 -0.08067400 0.80072000 0.02918400 -0.70923000 0.08985100 0.02988800 0.02988800 0.82549000 -0.01794100 -0.66827000 0.01153900 0.04613300 -0.00738110 -0.00738110 -0.00738110 -0.68131000 -0.68313000 -0.68313000 0.02482900 -0.04834200 -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 0.02230400 0.05266800 0.05608500 -0.70136000 -0.70136000 -0.70720000 0.08985100 0.02988800 -0.68241000 0.00917050 0.20381000 -0.18458000 -0.18458000 -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 0.02176397 7.01038600 10.42258129 11.81550835 10.32890264 10.43744363 10.26606572 4.82905799 10.90854154 5.73594723 1.60667910 3.92858825 8.43532981 10.35597517 11.51079714 13.89980067 1.34936528 12.40121561 8.35261862 9.38522329 8.70995227 10.26606572 0.60663173 10.23054588 7.44796676 8.65333379 6.50551783 9.67633794 9.05161028 9.25651937 1.82903769 7.07155032 4.97589610 7.82260206 8.49540776 9.35820833 8.02170180 3.82905799 8.61727644 0.02176397 5.49743673 9.26962931 10.43162306 11.20564732 12.46968905 7.64741094 11.12793759 10.61088486 9.93009449 12.74258736 9.74621567 11.57820789 5.03895410 12.40020942 10.62949451 10.52602429 13.95438075 12.27362801 4.30710060 10.73078564 11.23723482 11.81245759 12.24690929 3.82905799 11.33401758 11.19787497 14.93210965 9.42471386 9.48930730 9.34475661 12.79823770 10.48211679 9.54722269 10.26725452 9.54917878 11.19818668 11.37595120 10.39129923 9.85617292 11.86777985 12.90023179 10.32776359 10.17904881 5.02170180 8.86875929 12.58489811 NA 2.48114392 9.85696282 9.95686690 13.00923235 11.29782626 11.38090236 11.38911660 11.59250628 8.35037658 0.02176397 -0.97823603 9.49606682 9.70546841 11.47959567 11.94577203 5.15098609 11.30883706 11.20533722 11.54893449 12.43029696 9.96128110 10.19350417 11.17651994 7.18157270 9.71605977 6.03292954 3.48113100 10.12170704 11.01505071 10.49794173 9.88898063 12.06797325 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 & neck squamous cell carcinoma 68 1967 3 american indian or alaska native not hispanic or latino 1 6 1 1 4 1 5 1 2 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.976634e-06 8.669447e-07 22.8915662650602 20.4819277108434 1.20481927710843 30.1204819277108 25.3012048192771 9.2969398 NA 10.1522775 2.6592852 3.8061178 11.0105346 3.0218528 6.1738530 8.7161112 16.4796227 7.5592838 7.3397654 8.1140197 NA 8.2823777 8.2823777 5.4217821 2.0218350 10.5480231 8.7005479 2.6592852 0.4369081 9.0723033 9.3978547 11.9663180 3.8061178 10.6673082 10.7199758 10.3005575 -1.1481610 2.7588148 8.9780357 NA 14.6457822 9.5419229 10.6748940 11.4450826 7.6624968 6.7826628 11.7164980 3.7588148 NA 12.6878766 8.8234685 NA 11.8026631 10.3799882 12.8622782 4.8963203 NA -0.1480012 4.9180141 1.6592852 15.6630862 16.3855926 12.5932729 10.5274409 12.5705648 NA -1.1481610 4.1738550 12.3825751 8.9274041 10.6308234 10.1499875 0.8519189 18.2804119 19.1921445 10.3636776 7.0067435 1.4369081 -1.1481610 11.3049383 NA 9.7099059 6.3195312 11.8747591 11.3359925 10.4962319 15.2692995 9.4712279 6.8519252 6.1738530 11.1187115 -0.1480012 9.3833064 13.0326492 9.0843457 10.9753998 12.2264211 NA 8.5781432 10.9921157 4.5798439 -0.1480012 NA 5.6974152 5.0998506 8.2570663 9.6705072 10.3164707 10.4730611 2.3113578 NA 3.0998506 NA 10.6989822 9.1465458 13.2855104 11.4081915 9.7214571 10.6373774 NA 2.8519189 12.9789520 8.4406396 11.3195305 8.8148208 10.1202974 10.2979743 8.3417728 10.9014332 3.2442477 1.1738310 10.3225838 7.5029766 11.6258883 10.0237272 8.8533333 12.6097316 2.4368814 9.0934791 9.6357417 0.8519189 8.9617556 2.0218350 0.3502300 0.3502300 0.5617000 0.9843200 0.9843200 -0.0008316 -0.0008316 0.2428000 0.2428000 -0.3619300 0.6437800 0.6437800 -0.4206200 -0.0339500 -0.0339500 -0.0339500 -0.0159020 -0.0073339 1.4122000 3.4907000 2.2070000 -0.0161540 -0.3503000 0.0248290 -0.0523960 -0.0523960 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 0.3583900 -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 -0.0159020 -0.0073339 -0.0147780 -0.3723700 -0.3723700 0.1891900 0.1891900 0.3976100 -0.3593100 -0.3593100 0.0248290 0.0248290 -0.3696300 -0.3222800 0.6899900 -0.1733200 -0.3873900 -0.3873900 0.3681800 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 2.6592852 5.9708652 10.9921157 10.7095172 10.9535724 10.5777172 11.0950989 9.0686708 10.0528236 8.7944396 -0.1480012 1.8519189 8.0613782 9.9267354 10.1110797 14.3278167 2.6685276 11.4093887 8.6641023 8.6731568 6.0807429 11.0950989 1.1738310 10.8529812 3.3113578 7.5202069 7.4406400 10.3973722 8.2126841 4.0998506 -0.1480012 7.4666345 4.8742904 9.3205490 9.6406433 9.1534211 7.4141677 3.3113578 2.4368814 NA 5.451838 12.691522 12.541151 10.870821 11.686001 8.749770 10.901433 12.081795 7.936733 12.487530 7.749770 12.227100 4.454512 13.032649 8.872905 10.759567 12.492398 7.502977 1.436908 9.586635 10.9129586 11.7128179 11.1379051 0.8519189 11.7400974 9.9863512 15.5518083 9.6101482 8.7238302 9.8327785 12.3797684 9.2250293 7.2269641 10.2028641 9.1715972 10.5480231 11.1350133 8.5592842 6.3437773 12.6878766 11.8026631 10.4550876 10.5274409 5.2948670 6.1093125 10.3636776 -1.1481610 -1.1481610 8.7482573 10.1210517 10.9753998 12.2264211 11.5045459 10.9921157 11.6820440 10.0741160 3.0218528 -0.1480012 10.1144074 8.1670744 10.3949567 6.0417489 2.3113578 10.6989822 11.5592841 10.6373774 11.6230017 10.1163675 10.5592841 9.2907167 7.2269641 10.4890026 1.8519189 -0.1480012 2.5523525 8.6014926 9.9092398 9.2865531 11.8536850 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 & neck squamous cell carcinoma 20 1971 NA white NA 3 5 NA NA 3 4 3 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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 4 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 7.975891e-07 2.427445e-07 40 6.66666666666667 6.66666666666667 23.3333333333333 23.3333333333333 11.0257081 NA 10.4337779 1.1584017 3.1584340 10.4213073 8.1807973 9.1918523 8.4484484 16.3044416 7.0653203 7.5012449 7.1881764 0.5734715 9.4063568 9.7632914 6.0764180 7.0852196 10.2272076 8.0613069 1.3808403 2.3808126 1.5734715 9.5145144 11.1973484 -0.4266255 10.2231721 11.0023504 10.9926370 0.5734715 4.2173238 9.5846452 -1.4266255 11.8779608 7.9463320 9.3792107 10.7841382 7.9310188 5.9397884 12.3807211 4.3013901 -1.4266255 10.5773361 9.4923301 7.0572824 12.1384499 6.8308549 11.0891667 7.4220900 NA 3.7027462 4.3808195 0.8953802 15.0890363 15.3796432 12.7708372 10.2752065 12.7019446 -0.4266255 -0.4266255 5.6715000 10.9282672 9.6930565 11.3914498 10.2272076 1.3558620 14.0275412 17.5944983 13.3338750 NA 1.5734715 3.2173238 11.3083881 -1.4266255 9.9865658 4.6819889 10.9474113 10.4614490 10.2560226 13.9996006 9.3341868 6.0164094 7.0164105 11.2555836 0.8953802 9.4530502 12.3701727 11.0750553 11.5102888 11.4857949 -1.4266255 9.0723162 11.4578282 7.1395207 NA 0.5734715 7.7296513 5.9043829 6.7829196 8.8669386 10.6246758 10.3399958 3.8953996 NA 8.8863499 -1.4266255 10.4990213 6.3613701 13.0962936 11.8877669 9.8235105 11.3339789 NA 4.9133155 13.4765014 8.0164105 11.1574898 9.8076856 10.8112266 9.7571023 7.9441545 10.6328113 3.5276584 2.6609286 11.7001714 8.9913195 11.7009776 10.1198790 9.1203613 12.6475247 3.7433965 9.7171880 8.4484484 0.5734715 12.1303321 2.1584340 0.01908300 -0.36952000 -0.00426810 0.00138680 0.00138680 -0.00069303 -0.00069303 0.00000000 0.00000000 0.00819590 0.00819590 0.03143600 -0.00314350 -0.00314350 0.01014600 0.01014600 0.00680440 0.00680440 0.00430210 0.00430210 -0.00892800 -0.00892800 -0.01174900 0.00833510 0.01098200 0.01098200 0.02398700 -0.04369600 0.01502800 0.01502800 0.01084500 -0.36952000 -0.36952000 -0.36952000 -0.00567570 -0.00567570 -0.00567570 -0.00567570 -0.00926660 -0.00926660 -0.00926660 -0.00622860 -0.00622860 0.00138680 0.00138680 0.00416320 -0.00069303 0.00000000 0.00000000 0.00819590 -0.00314350 0.01014600 -0.00360110 -0.11267000 -0.11267000 0.00680440 -0.37696000 0.00430210 -0.00387790 -0.00892800 0.37216000 -0.38285000 0.00583090 -0.04251700 -0.04251700 0.00833510 0.00833510 -0.00871460 0.00972760 0.00972760 0.01740400 -0.01216200 -0.02917500 -0.04369600 -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 NA 7.663579 10.699849 12.827093 11.543573 10.452284 10.120361 2.273904 10.616152 5.065318 2.158434 4.802286 9.337509 11.203051 11.091382 14.334940 4.183455 11.962695 7.304786 8.654897 9.826723 10.120361 1.573471 10.174773 6.158430 9.908952 6.881805 9.562116 8.516744 5.504204 1.158402 6.294566 5.830854 7.948506 8.692408 10.102409 7.987095 3.032894 5.931019 NA 6.713018 9.217323 10.210975 12.477913 12.229333 8.993427 10.284273 9.749640 9.755861 10.701461 10.526572 11.766838 5.100788 12.370173 10.466768 11.025966 13.073508 10.721943 3.931021 10.202823 9.8443461 11.7388450 12.8913034 4.0970292 11.6765907 10.2146154 13.8391504 9.4361042 8.6911101 9.3132474 12.9497958 10.0405069 9.0039195 10.1266161 9.8076856 10.2272076 10.5174468 9.9668573 11.4041801 10.5773361 12.1384499 10.0091372 10.2752065 6.9043841 10.2821197 13.3338750 0.8953802 3.0328943 9.7780380 9.9376016 11.5102888 11.4857949 11.3337710 11.4578282 11.3542116 8.4622102 0.5734715 -1.4266255 9.7571333 8.6649023 10.8925745 11.1610100 3.6609286 10.4990213 11.2414654 11.3339789 12.7463631 10.7368020 10.7493283 10.1160151 7.5101051 10.1523112 9.1687243 4.3013901 10.2872830 10.2924920 10.2542659 9.4750879 11.3906504 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 2 5 NA NA 3 1 5 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 NA NA NA NA NA NA NA NA NA NA 9.47509482 0.72691839 10.82493401 2.98993826 3.04882905 10.53329040 10.18919967 8.37651744 9.50432165 15.30302105 7.09497180 7.12607254 7.16984585 2.72689659 9.53167835 9.88929329 5.89682644 5.63379155 10.48212335 9.68574467 -0.01013438 3.79729319 5.60464663 8.79836422 11.54644239 -1.59509688 10.41724916 11.01299759 10.56516036 0.98993826 2.98993826 9.43072246 -0.59509688 14.77700563 8.60464626 9.10367859 11.68820690 8.39223799 7.01230384 11.97506670 3.49244288 -0.01013438 12.53996157 9.24417757 3.92853140 11.86286765 5.63916848 12.12457654 6.15316692 -1.59509688 0.98993826 3.15985519 1.86441399 15.19006748 15.81867239 12.54428534 8.94607053 13.03592344 -1.59509688 1.98993826 5.83123883 10.49077819 9.87308878 11.34968589 10.62293154 2.96812763 14.66638930 17.11710833 12.26334342 NA 2.10540989 3.40497122 11.92780051 -0.59509688 10.37328062 3.44936328 11.55074679 10.45312008 9.73027924 14.91876308 9.68226129 5.15986327 5.07740111 10.46262711 1.40495760 9.80478573 12.90319976 10.25828336 11.83699368 12.06206891 -1.59509688 8.66118237 11.32178630 5.29979047 -0.59509688 0.40501208 5.62569131 6.27533862 7.72464618 9.53167835 10.35297596 9.09497180 6.80585348 -0.59509688 8.38225353 -1.59509688 10.74120143 8.38511347 13.42534613 11.37328062 9.67024303 10.69988169 NA 5.75370080 13.43365692 8.79083621 10.98852678 10.21915569 10.67718950 9.55503195 11.63934220 10.65616034 5.53425774 3.57490077 11.34473664 8.98428971 11.92718751 10.50168893 9.00209518 11.28647020 4.18633416 9.54747663 9.06764221 1.98993826 11.71402377 2.10540989 -0.0239770 0.0613950 0.4904400 0.4052700 0.0044411 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 0.0140510 -0.0335410 0.0112610 0.0112610 0.0107030 0.0000000 0.0000000 -0.4707800 0.0115390 0.0115390 0.0115390 0.0094491 -0.0301310 -0.0301310 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 0.0070826 -0.0060904 0.0047190 -0.0359930 -0.0359930 -0.0571060 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 2.492443 7.432880 10.304331 11.520017 11.488952 9.763076 10.156518 10.270320 9.317863 5.904819 1.726918 4.186334 8.468369 11.015768 10.981694 15.787573 3.705093 12.523915 7.940249 9.187300 8.347488 10.156518 1.212320 10.517413 5.077401 9.335741 6.070310 9.839070 8.511511 5.762527 8.836471 6.884511 6.694993 8.319359 9.072972 10.019223 8.080931 2.311852 6.523915 4.335712 6.569881 10.250464 10.783252 12.210919 11.952230 9.187153 10.455503 11.546123 9.172331 10.971504 8.435641 12.176360 4.563433 12.903200 9.901328 10.934648 12.146325 10.763350 2.311852 10.429421 10.435641 11.561689 11.661014 3.262959 11.908178 9.888790 14.206883 9.357715 9.239445 9.230728 12.430027 9.798198 9.091474 9.430805 9.249680 10.482123 11.360805 10.012766 9.818073 12.539962 11.862868 10.386898 8.946071 6.544526 9.006745 12.263343 3.492443 1.989938 9.681098 9.790836 11.836994 12.062069 11.166733 11.321786 10.879187 8.715587 NA 4.513497 9.187964 8.464521 11.389570 10.138836 4.212328 10.741201 11.544045 10.699882 12.499527 10.536188 10.249680 9.192876 7.311865 9.897828 7.335711 3.262959 10.719274 9.209428 10.577089 10.188791 11.578026 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 & neck squamous cell carcinoma 80 1971 NA white not hispanic or latino 2 2 NA NA 3 2 1 2 3 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 NA NA NA NA NA NA NA NA NA NA 8.10418305 NA 10.68914546 -1.53240749 3.89381844 10.31500721 9.39607662 4.95941315 8.94024928 15.29148530 7.29092566 7.07118452 6.28134031 -1.53240749 9.45055186 9.04781700 4.87694908 4.89382329 10.37256920 9.35172880 3.67701204 0.78952060 6.60198467 0.78952060 11.60902689 -1.53240749 10.74716893 10.86416316 11.05791147 0.05255501 2.71547609 9.40013485 NA 12.37444895 7.59941525 9.37212524 11.66661716 8.41884308 6.53364744 11.75021242 6.45624269 0.46759251 11.87681670 8.59038644 0.46759251 12.54153253 9.72593010 11.75483787 6.89382329 -1.53240749 NA 3.59683975 -0.53240749 14.53948091 14.98477283 12.23232630 9.70596305 13.10701212 NA 3.32554472 4.11141531 11.20712801 9.32864531 11.14593845 10.32748135 -1.53240749 14.93525942 17.33591673 10.26643508 8.73902143 1.63747114 0.46759251 12.34551344 NA 6.71548570 2.37445528 11.04738100 9.99698890 10.22494840 15.01783919 9.74484578 6.04498638 2.55503080 10.85692082 2.16800012 9.90738929 13.34780479 9.68733194 11.27833080 12.72943290 -1.53240749 8.52148423 10.68218104 4.99111818 NA NA 6.17401885 6.24891808 4.67701204 9.30990876 10.61253515 10.57934611 7.90218636 -1.53240749 6.26197454 NA 10.83059800 8.63372145 12.99417984 11.09600391 9.28522164 10.57248461 NA 4.57608068 12.97032801 8.33946345 11.25260205 8.21742801 10.23132260 10.28888187 8.68672672 9.26440905 3.55501853 2.37445528 10.84558218 7.23904760 12.17804196 10.98202585 9.18523473 11.08065713 4.46755990 9.15804537 8.79398787 NA 11.67380965 0.78952060 -0.02123500 0.00930980 0.61239000 0.00944910 0.01628600 0.02356600 0.02356600 0.00903120 0.01622500 0.00777830 0.00119740 0.01698500 -0.58872000 -0.58872000 -0.58872000 -0.02767100 0.00910960 0.00910960 0.00750000 0.00652620 -0.58107000 -0.58107000 -0.02342900 0.01502800 3.49070000 -0.00097017 -0.00498440 -0.08969900 -0.00595220 0.00759120 -0.01752900 0.00930980 0.00930980 0.00624810 -0.58931000 -0.58931000 -0.58931000 -0.58931000 -0.59483000 -0.57338000 0.03411300 0.03411300 0.03087300 -0.58422000 -0.58422000 -0.58422000 -0.01128300 0.01622500 0.01622500 0.00777830 -0.58872000 0.00138680 -0.00185490 -0.00185490 -0.00185490 0.00652620 -0.00539920 0.00652620 -0.58107000 -0.58107000 0.01754400 0.00000000 -0.02342900 -0.01174900 -0.01174900 -0.60506000 0.01502800 -0.59351000 -0.60003000 -0.03245000 0.00138680 -0.08969900 -0.08969900 -0.08969900 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 -0.544 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 -0.544 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 NA 7.679446 10.690957 11.200786 11.742664 9.616670 10.516726 5.637483 10.235743 4.991118 2.467566 5.762179 6.798476 10.074426 10.326316 15.087492 3.177408 12.184485 9.192072 9.084677 6.082268 10.516726 NA 10.494082 4.576081 9.114909 4.617304 9.509902 8.205363 5.696378 11.403644 6.967404 5.807409 8.576083 7.401249 9.574121 7.473183 3.511949 9.130209 3.467553 3.752963 10.321258 11.765618 12.753466 12.776537 7.955398 10.426836 12.185128 8.095092 11.205228 7.713111 11.240904 4.281854 13.347805 10.045459 11.166914 12.801571 11.941010 1.467540 10.455178 11.04522323 11.89866415 11.05416364 1.27488781 11.97262553 10.57248461 14.28268944 8.72612447 9.51331802 9.51536396 12.85786169 9.71282583 8.76102991 10.07118466 9.63560368 10.37256920 11.58747212 9.29331208 7.00283414 11.87681670 12.54153253 10.39162854 9.70596305 5.39829564 4.73434653 10.26643508 4.02214584 NA 9.06932919 10.63152241 11.27833080 12.72943290 11.24584086 10.68218104 11.88593807 9.90998351 3.46755338 0.05255501 9.42206729 7.26197454 9.15580867 5.32554112 2.27491762 10.83059800 11.53196432 10.57248461 12.78744212 10.71311110 11.16864818 8.42175474 8.27813022 9.67579265 -0.53240749 0.46759251 10.08134788 8.49484239 10.34484247 10.32825743 10.44448041 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 3 4 3 3 3 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 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 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 4 0 0 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 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 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1.075011e-06 2.080667e-07 32.4324324324324 43.2432432432432 2.7027027027027 16.2162162162162 5.40540540540541 9.3771457 NA 10.9921072 NA 5.3154358 10.1397351 10.0332911 7.7797883 8.3342934 14.9932997 7.5820802 7.9022039 6.2545052 -0.7398539 9.7624865 9.7062012 5.5080800 6.9076106 11.2370740 9.8972295 1.0675010 3.7195887 2.9040023 6.3423005 11.0139954 NA 10.3952199 10.7585025 11.2495464 1.2601461 3.6864221 9.5187179 NA 13.0234680 7.0513145 9.0241942 11.2560957 9.2516737 5.5547730 13.4285498 1.8451086 NA 11.5934471 9.0496855 4.3894360 12.2026664 8.1897060 11.8712920 5.3894360 -1.7398539 -1.7398539 4.9040071 0.2601461 13.2378790 13.8619285 12.4204173 9.0521287 13.1649746 NA NA 5.8070457 9.4889706 10.4222285 11.2253951 10.1831080 0.5820742 13.3968627 18.1237469 11.9180286 NA 1.0675010 2.8451086 11.9314718 -0.1548914 8.7389215 2.3476090 10.8549407 10.0049857 10.6441261 14.2120513 9.3416353 4.3686776 6.6351914 10.8024583 0.8451086 9.6843182 13.0539802 9.3686763 10.4319542 13.0299897 1.9605858 8.6906046 11.4464209 6.8108981 NA -0.1548914 6.5744861 7.5910690 5.9675122 9.4244302 10.6127472 9.3059115 3.5820742 -1.7398539 8.7030955 NA 9.1504162 8.2026665 13.7814456 11.6896894 9.7254172 10.8437049 -0.7398539 5.1670407 13.8052069 8.7846937 11.0037241 10.7330965 10.3760864 10.2914189 10.0324665 10.5187180 3.9605951 2.7195777 11.0468300 8.7866512 12.3416353 10.4234871 8.8460532 11.2000983 3.3045402 9.2801595 8.7103322 -1.7398539 11.7236763 2.2601461 -0.00792090 -0.00792090 0.29787000 0.31193000 0.18586000 -0.05765400 -0.05765400 0.00000000 0.00000000 0.01474900 0.01474900 0.03242200 0.01195800 0.01195800 0.00097064 0.00097064 -0.11809000 -0.11809000 -0.01381500 0.00833510 -0.40385000 -0.40385000 -0.00166290 -0.05023500 -0.00083160 -0.00083160 0.01321300 -0.01298900 0.30282000 0.30282000 0.30282000 -0.00792090 -0.00792090 -0.00792090 0.30378000 -0.12200000 0.24498000 0.24498000 0.00221930 0.00221930 0.00221930 0.00221930 0.00124810 0.18586000 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 -0.02288100 -0.40385000 -0.40385000 -0.00318590 -0.46834000 0.00197720 -0.07921000 -0.07921000 -0.05023500 -0.05023500 -0.00083160 -0.02520900 -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 NA 8.0642831 9.8633145 12.7045845 11.6692776 9.8803718 10.1009298 0.5820742 9.9566848 5.1056404 1.7195777 3.5455483 8.1243380 10.7103321 11.0402815 15.9942396 4.7753772 13.1141924 8.2114367 9.0023686 8.0851107 10.1009298 0.2601461 10.1629039 4.3686776 9.9262871 5.0016176 9.5449471 7.2107950 6.4149693 -0.7398539 7.2020797 6.3369671 7.7318274 7.7520052 10.2306173 9.0316414 2.0675010 1.5820742 NA 6.1305170 9.6535423 10.6599559 13.2767861 11.9790058 8.1805049 10.5243012 10.4406827 9.4889706 10.7580037 9.2942630 11.8787668 5.0916491 13.0539802 9.7709161 10.6687470 12.7043670 11.4696052 0.2601461 10.5196010 11.3247263 10.7172762 11.6408835 2.3476090 11.7295393 9.9540744 14.5956790 8.2921978 7.9094083 9.5409227 12.3906420 9.9809647 9.2509649 9.5815164 8.5707646 11.2370740 10.6811648 10.3683496 9.4009817 11.5934471 12.2026664 9.5854574 9.0521287 6.2990706 7.8600646 11.9180286 -1.7398539 1.2601461 9.5616480 9.3376353 10.4319542 13.0299897 11.5974950 11.4464209 10.8938283 8.6695427 -0.1548914 3.9605951 8.7865924 8.7454679 10.2324137 9.1473726 3.0150336 9.1504162 11.1666667 10.8437049 12.6401394 10.8963233 10.3292659 8.7449747 7.0049856 9.8697923 7.7639778 2.6709083 11.8570404 9.2196177 10.7300481 9.6033376 11.5546290 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 & neck squamous cell carcinoma 20 1985 1 white not hispanic or latino 1 2 NA NA 3 2 3 3 3 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 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 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 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 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 0 4 4 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 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 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 8.946869e-06 3.225034e-06 7.93201133144476 15.014164305949 10.4815864022663 39.0934844192635 27.4787535410765 8.8165891 NA 10.4421387 2.1548100 2.2702897 10.2289525 7.3900279 6.9621661 9.6946161 14.0842236 7.9643114 7.7817367 6.5698480 0.1548424 9.1854783 7.6757574 5.6142416 4.8366362 7.3479260 9.0220898 2.2702897 1.3771793 6.3512078 8.0875180 11.9520673 1.1548424 10.3309842 10.8511991 11.1971544 0.1548424 4.2977710 9.5812925 NA 14.7870300 8.8284145 10.1850184 11.9653827 9.6705109 5.3380321 11.9403998 2.9621603 -0.4301201 13.0500708 9.3247361 1.8917691 12.7348340 9.1574293 12.6478325 6.2772074 NA 0.1548424 5.8272373 0.1548424 12.9616272 13.1663132 12.3911243 8.7068396 13.2248202 NA 3.6142387 6.1697607 10.3222292 9.7303502 10.7793019 10.6865174 1.7122436 14.7865186 17.0643448 11.4338412 0.1548424 3.0292762 2.8917691 12.1666207 NA 8.4752357 6.0374547 11.1884199 10.6796792 10.0501339 15.1344298 9.3305685 5.3512078 3.0934081 9.4827380 1.1548424 10.2776390 13.4761605 6.9185771 10.6718243 11.6606226 -1.4301201 8.7195955 10.4710926 4.2422748 NA NA 6.6036026 6.0374547 6.9535528 9.3429878 10.9263005 9.5977546 6.2137050 1.5698313 6.1845580 NA 10.9091418 9.3163628 12.7003387 10.9802999 9.6936272 11.0647042 NA 4.0934081 12.7734260 8.0596965 11.1468052 10.6994536 10.0787278 9.6721262 9.3948074 10.7811285 5.4887110 2.1548100 10.5821239 8.8861300 11.9357609 10.4658025 9.2046597 12.0790050 3.6142387 9.5670915 9.7284583 -0.4301201 11.1017174 1.5698313 0.0000000 0.0000000 0.0423070 0.0258120 0.0258120 0.0703860 0.0703860 0.5112400 0.0666580 -0.5365200 0.5992600 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 -0.0132640 0.2205200 0.0374170 0.0781500 0.0593660 0.0000000 0.0000000 0.0000000 -0.5213300 -0.5213300 -0.5213300 -0.5213300 -0.0350020 -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 0.1817700 0.0532370 0.0532370 -0.0073339 -0.0089906 -0.5058800 -0.3276200 -0.0657160 0.0432990 -0.1506700 -0.1506700 -0.1506700 0.534 0.000 -0.536 -0.536 0.448 -0.524 -0.499 -0.050 0.182 0.000 0.000 0.000 0.000 0.000 0.000 -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 0.063 0.599 -0.529 -0.529 -0.151 -0.151 0.534 0.000 -0.536 -0.536 0.448 -0.524 -0.499 -0.050 0.182 0.000 0.000 0.000 0.000 0.000 0.000 -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 0.063 0.599 -0.529 -0.529 -0.151 -0.151 NA 6.8130231 10.5599525 11.3456646 11.8585705 10.0546715 10.9328882 2.0292762 11.7052372 5.6573113 -1.4301201 4.1548100 7.8010700 11.0179648 10.6871670 14.9621157 2.9655996 11.9287744 7.5182157 9.1934923 7.5642021 10.9328882 0.1548424 11.0855484 5.6359372 9.1082994 8.5167547 9.3070958 7.8000852 4.9961130 11.6144135 7.0044767 5.1090095 7.9492268 9.5312982 9.1799506 7.9621661 2.8917691 6.8552510 1.154842 4.909696 11.836342 12.531835 12.426274 12.118550 9.343812 12.092920 12.340925 7.857561 11.902025 7.077644 10.162306 4.039735 13.476160 10.589787 11.243820 12.677936 10.954093 2.962160 9.970728 10.6379551 12.1434957 10.5835202 0.8918080 12.1587974 10.9224438 15.0100033 8.0169319 10.2249320 9.8183692 11.1973825 9.5999708 8.8815970 9.6251309 9.9508507 7.3479260 11.8051149 8.7081203 9.5880488 13.0500708 12.7348340 10.6091104 8.7068396 6.5471290 8.2209002 11.4338412 0.1548424 -0.4301201 9.1501072 9.7214995 10.6718243 11.6606226 11.7599819 10.4710926 11.2256029 9.3666995 NA -0.4301201 9.0481329 8.3228980 9.9007654 8.9685922 4.2137050 10.9091418 11.2438201 11.0647042 12.6518312 10.4188627 9.9240980 9.2182062 7.7472679 10.3011676 5.5698495 1.1548424 8.4090523 9.2522375 10.5291261 10.8192583 11.7607535 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 & neck squamous cell carcinoma 26 1985 0 white not hispanic or latino 1 6 NA NA 1 3 4 2 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 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 2.739545e-06 8.322669e-07 16.9811320754717 41.5094339622642 3.77358490566038 19.811320754717 17.9245283018868 10.6829673 NA 10.8453477 2.3752063 3.6231294 10.7835270 1.9601781 4.8346303 8.5943657 15.4302254 7.1825523 8.5773212 8.4784849 -0.6248215 8.6183712 8.9317031 6.0756374 3.4626544 -0.6248215 9.8171039 3.1825493 NA 8.9545130 12.5064111 11.4814330 1.3751785 9.7696599 10.6290447 10.1953761 1.6971066 3.6231294 9.2515454 NA 13.8808227 9.2159751 8.9935827 10.7856485 7.0405330 6.2940601 11.7728719 2.8346303 NA 14.2917299 8.8098254 NA 11.3250240 7.3860332 12.2312336 7.1889785 0.9601410 -0.6248215 3.6971288 2.5451282 15.2588429 15.4111641 12.3553368 9.7524077 12.8253775 -0.6248215 NA 3.1825493 10.7744752 8.9046277 10.6999403 9.9769680 -0.6248215 17.4348269 17.8915205 10.0791009 0.3751785 0.9601410 2.1825652 11.7927861 0.3751785 7.5551060 4.2331748 11.2482798 11.2907032 10.7310989 15.9033613 9.7404261 5.5249444 3.6231294 10.8610266 NA 9.7675146 11.8986783 9.7993636 11.8678015 12.0855732 NA 8.9393468 11.0542374 6.8987598 NA NA 6.3983418 6.6231250 6.7061147 8.8810087 9.5600726 10.0765036 4.5451220 NA 8.7480623 NA 11.0721648 9.7632145 12.9849531 11.2779492 7.1037976 11.4905661 NA 4.1300825 12.8445847 8.3264821 11.1495725 6.8987598 10.6899504 8.8883326 8.8428029 10.9741802 3.1825493 2.5451282 7.8630371 9.5834316 11.6481186 10.0860036 8.4141161 12.4705943 1.3751785 8.7121277 9.2578404 -0.6248215 8.7172720 0.9601410 0.03679400 0.00833510 0.15666000 0.08103300 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 -0.01906300 -0.02013800 0.00055459 -0.00207840 0.25090000 0.58041000 0.00208050 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 -0.47607000 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 -0.01906300 -0.02013800 -0.02013800 0.00000000 0.00000000 -0.00207840 -0.00124730 -0.00124730 0.27222000 -0.06786000 0.84002000 0.13324000 0.26624000 -0.53591000 0.02988800 0.02988800 -0.01222200 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 -0.6248215 7.5300153 11.1334204 11.4513448 11.0634475 10.3574779 11.0036428 4.7675171 10.3037156 7.7845884 -0.6248215 3.0756353 6.3409823 9.4967308 10.9732497 13.4494223 1.0074826 11.9942709 8.3029752 8.6310519 5.6040150 11.0036428 4.1825493 10.5501229 4.4195928 8.1878237 8.0298333 9.9889867 8.4325661 3.4626544 10.1945780 8.2325250 5.5451220 8.6443239 10.3954827 9.0616976 7.5401040 2.3752063 1.3751785 NA 7.788825 12.278891 11.966231 10.004554 12.150396 9.104818 9.924982 12.331210 8.000906 10.783527 8.251714 9.914356 5.203017 11.898678 9.517304 10.536329 12.907239 7.545122 5.329393 9.383626 11.4752025 11.8506774 11.0040984 NA 11.9457645 10.3688433 14.8623451 9.8700529 8.8014620 8.4758595 12.0311751 10.4374998 9.0825562 9.2175475 8.6443239 -0.6248215 10.7299976 9.3029752 7.7105874 14.2917299 11.3250240 10.0181515 9.7524077 5.6789789 5.2080880 10.0791009 -0.6248215 -0.6248215 9.5147486 10.1417262 11.8678015 12.0855732 11.1913809 11.0542374 10.7200479 8.6419838 NA NA 8.2766074 7.9623373 10.7904108 5.7502367 3.1825493 11.0721648 11.6127060 11.4905661 12.8293680 10.5742560 9.3822246 9.1809410 8.4837219 10.5312803 NA 1.3751785 5.7327495 9.0887212 9.9355300 9.6835363 10.8938504 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 & neck squamous cell carcinoma 300 1992 NA white not hispanic or latino 3 1 NA NA 1 3 2 3 3 2 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 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 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 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 4 0 0 4 0 0 1 0 3.987945e-06 1.421789e-06 17.7215189873418 29.746835443038 3.79746835443038 23.4177215189873 25.3164556962025 11.4543157 NA 10.4269987 2.4120498 1.5640367 10.2093495 3.7656833 7.0686719 8.6704835 16.3965756 6.4120481 7.9180803 7.8823685 NA 9.3701176 8.9145487 4.7656833 6.9700438 6.0750127 8.1580027 2.9425708 0.8270873 7.6515146 9.7449551 11.1055353 3.1490154 10.2810424 10.1278197 10.5481851 NA 3.4900566 9.5895897 NA 14.6484280 10.1787613 8.7578233 11.5696760 7.8043660 5.0234816 11.1908556 2.9425708 NA 13.1939544 9.5112500 3.4120498 11.9778909 3.4900566 12.5654596 5.0494783 NA NA 3.5640489 -0.7577939 15.3599693 16.9547684 12.1576293 10.8595908 12.7999460 2.0494914 NA 3.8270873 10.4769408 9.4381107 11.0094802 9.9373516 2.6385604 16.3907588 19.2024039 11.7894999 NA 1.8270873 0.8270873 11.3454111 NA 7.5504621 5.1247665 11.7387250 10.3242724 9.8814641 15.5172294 9.2107902 7.1429903 3.0494739 10.9408280 NA 9.8778415 12.3205994 9.3726938 11.8287286 11.5332941 NA 8.1875673 11.3092215 7.8823685 NA 1.5640367 6.9220254 6.1369419 6.3918708 9.3109015 10.4787355 10.5679910 2.5640611 NA 9.6923036 2.5640611 11.2782969 8.3454110 12.6066684 12.4371879 9.8888171 10.9555098 1.8270873 5.2644914 13.1243843 8.1934081 11.1078566 8.1094018 9.6355137 9.7399751 6.4220328 11.2547479 3.1490154 1.5640367 10.7894999 8.8949684 11.6881728 9.5763967 9.3388384 12.3983645 2.0494914 9.0900576 8.5298358 0.2420842 12.2201187 1.2421452 0.00374650 0.00374650 0.37677000 0.00995470 0.00995470 -0.01381500 -0.01381500 -0.11797000 -0.11797000 -0.23398000 0.24202000 0.24202000 0.01698500 0.01698500 0.01698500 0.01698500 0.01181800 0.01181800 -0.00027724 -0.00027724 -0.00705760 -0.00705760 -0.09485600 -0.03176800 -0.12551000 -0.12551000 0.01894300 0.08088900 -0.10289000 -0.10289000 -0.10289000 0.00374650 0.00374650 0.00374650 -0.22601000 -0.12161000 -0.12161000 -0.12161000 0.01335300 0.01335300 0.01335300 0.01335300 -0.10396000 0.00995470 0.00995470 0.01936300 -0.01381500 -0.11797000 -0.23325000 -0.23398000 0.01698500 0.01698500 -0.18147000 -0.01600500 -0.01600500 0.01181800 0.01181800 0.01658700 -0.00705760 -0.00705760 0.01740400 0.01740400 -0.09485600 0.01992300 0.01992300 -0.03176800 0.02747800 -0.11521000 -0.02329200 -0.02329200 -0.09723200 -0.14824000 -0.14824000 0.06780500 -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 NA 7.8568332 10.8411063 12.6151244 11.3219415 10.4918294 9.9451617 2.5640611 10.4625017 6.4019939 1.5640367 2.9425708 7.4120481 11.3717284 10.3048441 14.3219831 4.0515374 11.3928227 7.6850669 8.9866041 7.8531480 9.9451617 2.5640611 10.6736209 3.8270873 8.0973032 5.7499177 10.0136129 8.0723534 3.7656833 2.4120498 7.4612920 5.7499177 9.0414051 8.6912721 9.3216082 7.0938728 0.8270873 2.7015491 NA 8.3295860 11.4721438 11.6067997 12.2717557 11.8259113 8.2755463 11.6130831 12.1178727 8.9056815 10.8471398 7.5089095 10.5361697 4.6171633 12.3205994 9.9691929 10.2899288 12.6999197 9.2603235 0.2420842 9.5413313 11.1665648 12.0094802 11.6512491 0.8270873 11.4260688 10.5825298 14.9373497 10.6829925 8.5930624 8.9216035 12.7254353 8.6424478 7.8494539 10.5797453 8.8714799 6.0750127 10.9615121 8.4661250 9.6462005 13.1939544 11.9778909 10.2554460 10.8595908 5.5275270 8.2919718 11.7894999 -0.7577939 0.8270873 9.4936057 10.5083243 11.8287286 11.5332941 10.7499180 11.3092215 11.2089892 9.4564425 4.9970123 5.5275270 10.5243372 7.8319241 10.6360501 8.5775138 4.0494739 11.2782969 11.4451654 10.9555098 11.5513154 9.8787480 10.2554460 9.5886371 7.0876135 10.5413314 5.5275270 0.8270873 6.6515139 9.7170257 9.6736209 9.9606562 10.7971918 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 & neck squamous cell carcinoma 27 1977 1 white not hispanic or latino 4 3 NA NA 2 1 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 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 5 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 5 0 0 0 0 2.878256e-06 1.075011e-06 42.1052631578947 31.5789473684211 0.87719298245614 15.7894736842105 9.64912280701754 8.5668722 NA 10.6693493 2.3147255 3.3147255 10.0688778 6.6917017 6.4935353 9.2454700 16.6823218 7.1278014 8.2269564 7.6446538 3.1448132 9.0591927 10.6276156 5.1671773 7.2945546 3.5371221 7.4667356 3.2322770 0.1448295 6.3639753 8.9046957 11.7001157 0.1448295 10.4588243 10.5689739 10.5252687 -0.8551705 2.7297703 9.5207049 NA 14.1643549 9.3457062 8.6366609 10.5600212 9.2715121 5.1891999 12.2853179 1.4667576 NA 12.1992423 9.8820550 0.7297920 12.6307627 11.2807221 12.4677216 7.5154949 NA NA 5.7595181 0.1448295 15.1589807 16.2189450 12.0616275 10.5510126 12.1055336 NA NA 4.3927364 11.3697137 9.1532361 10.7696031 9.5371250 1.1448295 18.0236967 19.3589666 11.5877511 NA 1.4667576 -0.8551705 11.5804779 NA 7.7994435 8.3808216 11.0927878 10.6481364 10.1220876 14.7675744 9.5647678 3.9521658 3.6042374 11.1356207 0.1448295 9.4701130 12.4322314 8.3927351 11.7165602 12.2456342 NA 8.1588283 10.9780930 4.6683688 NA NA 6.8935370 4.9521611 8.0636707 9.5456870 10.2262910 10.7488974 1.1448295 NA 7.2375647 -0.8551705 11.8061404 7.7070499 12.8025726 12.4153949 10.2162498 10.8705998 3.8996977 3.6683688 13.2434977 8.2000899 11.4517237 8.6144493 9.9473240 9.7887539 11.1177874 11.2322704 3.0517027 0.7297920 8.9649865 9.0228585 11.5520754 9.2322705 9.2689289 12.6682470 2.4667315 8.9288207 8.6083321 NA 11.9723488 1.7297485 0.0151680 0.0272160 0.3494100 -0.3076800 -0.3076800 0.0314360 0.0314360 0.0183830 -0.2962700 0.0000000 0.3063300 0.0177270 0.9723400 0.9723400 0.9787400 0.0127950 -0.0139530 -0.0542860 -0.3210000 0.0088920 -0.3059200 -0.3133000 -0.0051227 -0.3240300 0.0217440 -0.3067400 0.0069435 0.6771500 0.0183830 0.0183830 0.0183830 0.0151680 0.0151680 -0.3048700 -0.3078000 -0.3078000 -0.3078000 -0.3078000 -0.3003900 -0.3003900 -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 -0.3122500 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 -0.6689200 -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 NA 7.7335225 10.5424822 12.0640434 11.7549097 10.7189280 10.5605493 6.2533313 11.7590573 5.2108953 0.7297920 4.9521611 7.0755444 9.1419870 10.5381981 13.9083312 3.8013035 12.1500812 10.4168541 9.5992097 7.5067511 10.5605493 2.8452492 10.0725855 4.3927364 8.5221048 7.5626599 10.1775421 7.4996299 4.9776966 -0.8551705 8.2679201 6.7447208 9.6926661 9.3084574 9.6386631 7.2269564 4.0990006 2.1447969 NA 8.974530 10.314106 10.651611 11.796756 11.584379 8.591891 11.157083 11.467862 10.262451 10.418020 6.519847 10.754910 5.315733 12.432231 9.666408 9.943279 13.064296 9.213586 3.845249 9.604239 10.5929239 11.6288752 12.3688093 1.9521472 11.3115984 9.9745303 14.3649542 10.6291270 8.8556142 8.2296158 13.4309321 8.5023596 8.5456870 9.6326376 8.0814456 3.5371221 10.9569849 9.3309218 8.2996257 12.1992423 12.6307627 10.1637033 10.5510126 4.9521611 6.8313085 11.5877511 -0.8551705 NA 9.0843867 7.9162969 11.7165602 12.2456342 11.4562721 10.9780930 10.8034654 8.4891033 4.3542617 6.0990048 9.8463393 7.2945546 10.3855990 6.2740902 2.1447969 11.8061404 11.1792627 10.8705998 12.4216590 10.4785220 10.2507161 8.7976524 5.8996953 10.6240826 4.1891999 -0.8551705 5.0274505 9.8672139 10.2970925 10.0931748 10.2269567 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 & neck squamous cell carcinoma 0.9 1980 NA white NA 1 4 NA NA 3 3 3 3 2 3 0 0 0 0 0 4 0 0 0 5 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 4 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 0 0 0 0 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 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 4.404079e-06 1.387111e-06 16.7664670658683 19.1616766467066 7.18562874251497 31.1377245508982 25.748502994012 10.9273641 NA 10.6792124 1.0529027 1.4679576 9.9777075 7.5816744 6.1958535 9.1332684 16.4315962 7.2944811 7.9757270 7.9232597 1.0529027 9.2655940 9.5855755 5.2228200 4.0528940 8.8773234 7.3259134 0.4679055 -0.5319902 8.3039830 5.7533344 10.2801098 5.1958515 10.3063485 9.8088952 10.9191436 2.4697297 2.7898544 8.7969663 NA 12.8939351 7.5712202 9.7602541 10.7988493 6.7898609 4.9597841 13.0911281 3.9914901 2.2752753 12.1659859 8.8210794 -0.5319902 12.0356509 4.3569185 11.6004322 8.3290195 NA NA 4.9273655 4.9273655 15.7376233 16.0363054 12.3977456 9.8910483 12.2313523 NA NA 3.6378537 10.3566757 8.8688118 10.4903003 9.4944558 NA 18.0859343 18.6076611 11.8492050 NA -0.5319902 2.2752753 11.4784606 NA 6.6676055 3.7158604 9.8541614 10.7057399 11.2635663 14.9811049 9.9263390 5.3748239 3.6378537 12.1731328 2.9273655 9.7134852 11.5051156 9.4235824 9.8516368 10.2169638 -0.5319902 8.8254845 10.6252793 5.7898596 NA 2.0529027 6.1696204 6.0225210 5.9757265 8.7463820 8.8752001 10.2615358 5.5972153 6.4104463 5.5972153 -0.5319902 10.7745638 8.3897733 12.8649385 10.1924463 9.8818987 9.7648487 NA 2.6378652 12.9271079 8.2785043 11.4119124 8.3382974 9.9885511 8.9240405 11.7495727 10.8022057 2.2752753 1.4679576 10.1108866 9.4693406 11.1817485 9.3793244 8.7921129 12.6287493 3.2752902 8.3259134 9.3305698 NA 9.8815603 -0.5319902 0.0016642 -0.0096215 0.3870000 0.0155870 0.0155870 0.0878240 0.0878240 0.1041000 0.1041000 -0.4170700 0.9617200 0.9643200 -0.1748700 -0.1748700 0.6599500 -0.1847100 -0.4005200 0.4127900 0.0055529 0.0077783 -0.3688400 -0.3770700 -0.1919900 0.0185230 -0.1053900 -0.1053900 0.0050991 -0.0793430 0.0758370 -0.6046800 0.1471200 0.0016642 0.0016642 0.0062481 -0.3999700 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11.0922710 NA 12.2797085 6.6278038 NA 3.9273655 6.8516366 10.6614578 10.5211795 15.4275043 3.4840737 12.3243580 9.7887330 9.2327046 6.0377885 11.0922710 -0.5319902 10.5447480 4.6773842 8.5490696 5.4903006 10.5027314 7.9474301 4.1683693 13.0849407 7.4271234 5.3748239 8.5013555 8.9232597 9.5738410 6.6074842 -0.5319902 5.0528940 NA 7.8342549 12.1511464 11.5682465 11.1739967 11.0710951 9.1544331 10.3482812 11.3332791 8.0863178 10.5500815 8.2060248 10.4979098 4.0298681 11.5051156 8.7134852 10.4387573 12.8698906 8.7785454 0.4679055 9.1752916 10.988551 12.672045 11.236117 NA 11.106368 9.957780 13.548000 9.934519 9.459454 8.178739 12.809451 7.702367 9.138589 10.420674 10.294481 8.877323 10.944679 8.178739 8.122569 12.165986 12.035651 10.759103 9.891048 6.687101 7.007091 11.849205 2.275275 NA 8.528628 10.697953 9.851637 10.216964 9.506851 10.625279 10.652808 7.798850 4.894197 NA 9.244810 8.655285 9.670056 6.877323 4.168369 10.774564 11.545082 9.764849 13.032677 10.925826 10.130601 8.687101 7.734719 9.970764 1.052903 1.467958 9.516419 9.384693 8.612591 9.519141 10.831520 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 & neck squamous cell carcinoma 25.5 1960 0 white not hispanic or latino 1 6 NA NA 2 1 2 3 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 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 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 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 6 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 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 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4.820212e-06 2.011312e-06 25.615763546798 39.4088669950739 4.43349753694581 16.7487684729064 13.7931034482759 9.2828811 -0.5829441 10.1382470 1.0020904 4.0021084 10.7339950 5.1985059 5.7747001 8.9793903 16.2074963 6.9870036 7.7117688 8.2212787 NA 8.9009637 9.2050503 5.2751300 4.3713428 10.6909434 8.7186438 0.4171639 NA 7.9169937 10.9587284 10.4865975 5.7921864 11.1857457 10.2460776 9.9917414 0.4171639 1.7390704 8.7577100 NA 13.0603275 9.5451421 9.9678946 10.3872536 8.0244782 5.3240401 12.5759152 1.0020904 NA 12.2992176 8.7746998 0.4171639 11.2925132 5.3233160 10.9674136 5.6839350 NA NA 6.1853314 1.4171639 15.1128646 15.7327936 12.3680681 12.5523761 11.9194824 NA NA 1.7390704 11.6165134 9.9572758 11.1728699 8.8928813 NA 18.8615702 19.5566966 10.7140640 4.4171504 1.0020904 0.4171639 11.2265140 -0.5829441 7.1175870 5.6069722 10.1825997 9.9582444 10.6603218 14.8642633 9.3611277 6.9090014 4.3713428 12.1884309 0.4171639 9.3149933 11.5738629 7.0391998 10.0189186 11.0272499 2.0021264 8.5820546 10.5573385 7.3713437 NA NA 6.3600148 4.6650744 4.0021084 9.0628063 9.0465044 12.2206735 NA NA 5.0318583 NA 10.5308900 6.7834698 13.4785190 11.7371021 10.3066137 10.8872982 -0.5829441 2.4171369 12.8999557 8.3886915 11.2793977 9.3596624 9.7322974 10.6702093 10.5425612 10.0601020 1.7390704 1.0020904 9.7447005 8.0931048 12.3491779 9.1433659 9.4845821 12.5310527 3.0021084 8.8867897 8.3625917 NA 11.7086063 NA -0.1882500 -0.1882500 0.4756100 0.7008000 0.7008000 0.0034499 0.0034499 3.6569000 0.4617500 0.4586100 0.4586100 0.4586100 -0.0593090 -0.0323590 -0.0323590 -0.0684180 0.6836300 0.6836300 0.1352200 0.1462000 0.1291600 0.6987400 -0.0590180 0.0185880 -0.0828190 -0.0828190 0.7332600 0.0730950 -0.0744290 -0.0744290 -0.0744290 -0.1882500 -0.1882500 -0.1882500 -0.3618300 -0.3618300 -0.3618300 -0.3618300 -0.0891870 -0.0891870 -0.1086700 -0.1086700 -0.1086700 0.1754100 0.1754100 0.1518600 0.0034499 -0.0891870 -0.0891870 -0.1972900 -0.0323590 -0.0323590 -0.0919670 -0.0868050 -0.0868050 0.6836300 0.1870500 0.1462000 0.1291600 0.1291600 0.1547000 0.1770700 -0.0590180 0.1761600 0.1855300 0.0185880 0.0185880 -0.0828190 -0.1160200 0.2047100 -0.1764000 0.0730950 0.0730950 0.0730950 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 0.701 0.000 0.000 0.470 0.470 -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 0.701 0.000 0.000 0.470 0.470 -0.109 0.350 0.000 0.000 0.000 0.000 NA 7.0244782 10.5085832 13.6188888 11.3574614 10.7986907 10.6851049 5.9563076 12.4622248 6.2997905 0.4171639 1.7390704 6.5360887 8.8051651 10.3397322 13.9698169 3.6536448 11.3574614 8.6555525 8.7391659 6.9169937 10.6851049 1.7390704 10.2797851 4.4615417 8.3336840 6.5046109 10.4079609 8.0036871 2.5870769 2.8765857 5.7569966 4.2245034 8.9543662 8.7002361 9.8350003 6.0318583 1.0020904 -0.5829441 NA 7.445054 12.184712 14.268324 11.247267 11.207496 8.707167 10.638131 11.064606 7.956306 10.493963 6.783470 10.049234 5.077645 11.573863 8.800852 9.774700 13.117396 8.732297 4.275126 10.448504 10.4832370 11.6226356 10.8105382 NA 10.7379483 9.8116105 14.8376321 9.1535498 8.4115012 7.9367840 12.2379251 8.5449617 8.5770190 10.9707626 8.9446248 10.6909434 10.6211074 8.6119045 7.4886098 12.2992176 11.2925132 10.4276759 12.5523761 4.9407118 6.7209282 10.7140640 -0.5829441 -0.5829441 9.1450683 9.7536543 10.0189186 11.0272499 11.0396572 10.5573385 11.5059360 8.5643526 3.5046077 NA 9.6604646 7.8888230 9.6543577 7.2115632 2.8765857 10.5308900 11.3749753 10.8872982 12.3807664 10.7614437 10.6698132 8.5668950 7.7658762 10.0922226 3.2245034 NA 5.3713428 8.6598454 9.4751394 9.2180476 10.1678548 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 & neck squamous cell carcinoma 11 1989 0 white not hispanic or latino 4 3 NA NA 2 3 2 3 2 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.225034e-06 1.2484e-06 33.587786259542 14.5038167938931 2.29007633587786 25.9541984732824 23.6641221374046 9.0426755 NA 10.1051624 NA 2.7171445 10.7538682 6.5651417 5.2281068 8.5973408 16.8698181 6.2531989 8.3696314 7.8298451 NA 9.6932796 9.4720326 5.5850406 2.7171445 8.1265362 7.7702562 2.5651341 NA 3.7171445 4.6046703 10.3384644 5.4826805 10.8920708 9.6466995 10.1551052 NA 2.2025744 8.7234432 NA 12.8563127 7.5296429 10.6631741 10.3952170 7.4666793 3.8546440 11.6698863 -0.6047178 -0.6047178 12.1459240 8.4906139 1.3952274 11.2843407 7.7614083 10.9740614 5.7875343 -0.6047178 NA 4.9801807 1.7171664 16.9070237 17.5232524 12.3757136 11.6846596 11.7837725 0.3951725 NA 0.9801716 11.3399290 8.5525638 10.5875099 9.4437038 3.7171445 18.6651016 18.9584766 11.0480620 NA NA 0.3951725 11.0676423 NA 6.5347682 5.8546490 10.4786431 9.8920708 11.0702919 15.0961985 9.1316188 5.0956586 1.9801716 12.3309345 -0.6047178 9.6537830 11.6344963 9.2344208 10.0354620 11.0122252 NA 8.1831197 10.5354077 6.7261337 NA -0.6047178 7.6393906 3.4826805 4.3021070 8.4036456 9.4134172 11.5440113 2.9801716 1.9801716 7.5850414 NA 10.7069653 6.9109173 13.0468293 11.3638838 10.0696035 10.8870701 NA 2.8546540 12.6219302 7.9187792 11.6581927 5.3494148 9.8508422 9.4639953 8.2870008 10.3252150 -0.6047178 1.9801716 10.3207714 8.9650726 11.0071640 9.3391969 9.0318415 11.6666800 0.9801716 8.7417309 8.3696314 NA 10.5167505 NA -0.00124730 -0.00124730 0.49303000 0.24451000 0.24451000 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 -0.00910520 -0.00622860 -0.24168000 0.00035313 0.00499690 0.00499690 0.87069000 0.05010800 -0.01285100 -0.10815000 -0.10815000 -0.00124730 -0.00124730 -0.00124730 -0.48165000 -0.48165000 -0.48165000 -0.48165000 0.23767000 0.22315000 -0.15769000 -0.15769000 -0.15769000 0.24451000 0.24451000 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 -0.00821420 -0.00821420 -0.05374600 0.00000000 -0.24168000 -0.02644100 -0.02644100 -0.02835500 -0.01367700 0.00499690 -0.04955900 -0.04346600 -0.08226900 0.05565800 0.05565800 0.05010800 0.000 0.000 0.000 0.000 0.213 0.213 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 0.245 0.245 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 0.213 0.213 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 0.245 0.245 0.000 0.000 0.232 0.232 0.141 0.404 0.227 0.227 0.000 0.000 NA 6.3494131 11.2885185 11.7188347 11.2077954 11.1030075 11.1912566 4.5651402 11.4029451 5.3724960 -0.6047178 3.7171445 6.9421110 8.6216292 10.4780313 13.5895891 4.0419526 11.3483222 8.9650726 8.9657938 6.9265984 11.1912566 1.3952274 10.1855655 4.9187774 8.5417858 7.0318418 9.7461451 8.5550377 2.5651341 4.6431462 6.7171445 4.1501047 8.8235771 10.3530446 9.5850416 6.8709503 0.3951725 2.3952274 NA 7.770256 11.132042 10.291519 9.797163 11.329276 7.183119 10.011766 10.220971 8.673666 10.398735 7.400842 9.839197 3.911864 11.634496 9.253198 9.729490 12.873712 8.719397 3.395214 9.449143 10.6858118 11.9860379 10.8423002 -0.6047178 10.5443290 10.9314642 14.4220400 9.0939217 8.0569953 7.8749973 11.2461851 8.6331678 8.6071054 10.7751368 9.5115609 8.1265362 9.7810793 8.8749973 7.4286399 12.1459240 11.2843407 10.1617459 11.6846596 6.3140802 7.1163159 11.0480620 -0.6047178 0.3951725 9.0336529 9.2469660 10.0354620 11.0122252 10.9712289 10.5354077 10.7664492 8.0711738 NA NA 10.3127979 7.7615393 9.8225299 6.9421110 3.5651463 10.7069653 11.2485265 10.8870701 12.4752017 11.0565497 10.5386002 9.8890724 7.0676419 10.3289077 4.9187774 NA 5.5037399 9.5858196 9.3537697 9.2375673 10.9636482 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 & neck squamous cell carcinoma 38 1974 0 white not hispanic or latino 1 2 NA NA 3 2 5 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.155679e-06 8.322669e-07 18.9655172413793 39.6551724137931 1.72413793103448 19.8275862068966 19.8275862068966 7.4983961 NA 10.4532831 0.1017845 3.5612284 10.0041668 10.2735940 5.7017043 8.9519785 15.7620662 6.7091224 7.7564276 6.5280571 NA 8.7329689 9.5835911 5.0086841 5.1678797 7.7017043 8.3063630 1.1017845 NA 6.0325285 8.3568204 10.7256732 NA 10.3773342 10.7178810 10.9283401 NA -0.8980810 8.7080303 NA 14.4125109 8.5896317 9.9582172 10.5000009 10.3002367 6.3112452 11.5122430 2.8022346 -0.8980810 12.2192724 8.6155193 1.4237395 11.3989945 7.5108433 10.9605497 6.3779167 NA 0.1017845 4.5612223 1.4237395 15.2650081 15.5217113 12.5957621 11.6846393 11.9386310 NA NA 1.6867470 11.4357855 8.9219706 11.6147789 9.7247585 NA 17.4908389 18.0975974 10.0384296 NA 1.6867470 0.1017845 11.6635569 NA 9.5683780 3.0086841 10.1694277 10.0139326 10.9593839 13.9102531 9.3744214 4.8566770 2.2717245 11.2776530 0.6867918 9.8186111 13.4312376 6.1892553 10.2265592 10.9613264 NA 8.9394197 10.2489966 7.7564276 NA NA 6.0454779 4.2310714 6.5447357 9.8533358 9.5026711 11.1393386 5.0325285 4.1461827 6.6792211 1.9091587 10.2597701 7.1130191 12.7349004 12.5651883 8.8952323 10.7325139 4.1892553 2.2717245 12.4993326 8.3306104 11.2999297 6.5280571 10.1379653 9.7703664 8.2666985 8.2591388 1.9091587 1.1017845 11.0454054 8.1786071 10.9682979 9.5550623 9.1255460 11.1248529 2.9091394 8.5397311 7.5612230 -0.8980810 11.6996114 1.1017845 0.00569190 0.00638710 1.81690000 -0.01009400 -0.01009400 -0.02999400 -0.02999400 -0.00152430 -0.00470790 -0.01400000 -0.01400000 -0.00387790 -0.09459200 -0.09221300 0.01153900 0.01153900 0.00569190 0.61589000 0.01042400 0.00319100 -0.01230000 -0.01230000 0.01307400 0.01363200 -0.01532900 -0.01532900 0.02693500 -0.02178400 0.01502800 0.00000000 0.00000000 0.00569190 -1.01830000 0.01698500 -0.61815000 -0.61815000 -0.01766600 2.35030000 -0.61797000 -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 -0.00249380 0.02384700 0.01307400 0.03045100 0.03045100 0.01363200 0.02735700 -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 3.101785 6.816038 10.357410 12.023447 11.633660 10.110220 11.093314 10.157752 11.404716 5.210315 NA 4.802229 6.220732 8.805695 10.580056 13.833588 3.898286 11.532506 9.989012 8.825282 6.396413 11.093314 3.856677 9.648686 5.079071 9.851251 6.067576 9.927546 7.603987 2.271724 6.953541 6.349719 4.802229 8.064688 8.181277 10.829712 7.892954 -0.898081 3.101785 NA 7.038430 10.482253 9.588617 9.892955 12.181443 7.905922 11.813028 10.891733 6.883152 10.148234 5.146187 10.287287 4.367455 13.431238 10.001904 10.001904 13.240035 12.188591 4.745646 9.505869 10.4615412 12.0437562 11.2050795 1.1017845 11.2116223 10.4220281 14.1108303 9.1651866 8.3354113 7.8022314 11.2083546 9.6109233 8.7812718 10.5951468 10.3767522 7.7017043 10.3732546 9.5026711 7.9187750 12.2192724 11.3989945 10.2004818 11.6846393 5.8160364 6.3014633 10.0384296 1.6867470 0.1017845 9.3378059 8.1892543 10.2265592 10.9613264 10.4768310 10.2489966 11.1245062 8.2891437 5.0559895 1.1017845 10.0985900 7.7742171 10.7662389 6.9091466 3.4237261 10.2597701 11.1922349 10.7325139 13.5390236 11.1543597 11.1063632 7.5693969 8.1046066 10.8108755 4.4593464 1.1017845 7.2413426 8.8136308 9.5622476 9.3744214 10.1081177 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 & neck squamous cell carcinoma 20 1992 4 asian not hispanic or latino 1 6 NA NA 1 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 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 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 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 0 0 0 0 0 0 0 0 6 0 0 0 0 1.976634e-06 6.935557e-07 6.49350649350649 12.987012987013 0 29.8701298701299 50.6493506493506 7.71953462 NA 10.61973927 NA 2.37484474 10.42567298 2.08532267 4.37483779 9.17867257 16.06607287 6.93777163 8.01869092 7.92663046 NA 9.38198975 8.98954465 5.64332518 3.86959508 -1.08467032 8.54839848 -0.08467032 NA 4.95979797 9.80109963 10.90904942 1.72277202 10.59003700 10.56016094 10.65939622 0.50039417 1.50034317 9.10562308 NA 13.72446802 9.27075435 10.12476534 10.99987954 5.74829216 4.16332966 11.14151441 -1.08467032 NA 13.46639054 10.04468632 NA 11.06863864 8.07439144 11.00386031 3.86959508 -1.08467032 NA 6.11507487 0.91540617 15.00987137 15.77943648 12.48098145 10.77842807 12.01672247 NA NA 2.91540617 12.24869846 9.03952474 10.85498258 8.84761802 NA 16.14390264 17.77430102 8.89697050 NA 0.50039417 NA 11.87268677 NA 8.33325600 5.16332966 9.60015191 9.89554287 11.46855262 15.77967412 9.62707036 5.78576762 1.91540617 11.71468496 -0.08467032 10.26634254 12.29896317 7.83724442 10.41375389 10.45553138 NA 8.46615030 11.04950873 5.10522968 NA -1.08467032 5.83474408 3.43897145 5.78576762 9.35315543 8.76871300 11.65243935 1.50034317 NA 4.43896480 -1.08467032 10.53149268 8.35211495 12.77571438 10.34637854 9.30689402 10.22089509 NA 5.46999339 13.06053941 7.25079392 11.89143035 10.67279331 9.37046336 9.79108359 7.27295538 11.17367489 1.91540617 2.61584000 9.08282152 9.81249245 11.43184204 8.97068573 9.27075435 12.08282149 2.82230186 9.41972575 9.35627259 NA 9.17161192 NA -0.03885000 -0.02739800 0.86255000 0.95304000 0.14013000 0.05394800 0.05394800 0.05238300 0.05167200 -0.78740000 0.04075100 0.84159000 -0.76894000 -0.76894000 -0.76364000 -0.00249380 0.04046800 0.04145800 0.05366400 0.05551500 0.05380600 0.01335300 -0.01174900 -0.74229000 0.01684500 0.01684500 0.04627500 -0.18735000 -0.03572100 -0.09122200 -0.26805000 -0.03841600 -0.02739800 -0.03490400 -0.77133000 -0.77133000 -0.77133000 -0.77133000 -0.79269000 -0.81004000 -0.02454700 -0.02454700 -0.04048000 0.09885100 -1.29290000 0.00763920 0.05310900 0.04315700 -0.81499000 -0.78740000 -1.29290000 -0.76364000 0.01712400 -0.78210000 0.03707600 0.04046800 0.03199900 0.01558700 -0.76149000 -0.76149000 0.00471900 0.00000000 -0.00027724 0.00277450 0.03087300 -0.04642200 0.04556600 -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 0.50039417 4.67029084 11.42542568 10.83984475 11.16925083 11.14932257 11.27350505 8.98283761 11.73857149 5.64332518 NA -0.08467032 4.91540139 9.77416143 10.83240239 11.66086758 4.05945046 11.76910276 8.90834158 9.02512959 4.37483779 11.27350505 2.23731897 10.81664738 2.72275016 9.32414701 4.37483779 9.88046606 8.46264500 1.91540617 NA 6.66359653 4.46999014 8.95295028 8.07779469 9.62189930 6.43896480 2.23731897 -1.08467032 NA 5.798045 11.832589 10.837605 10.167477 9.996887 6.676954 10.888024 11.845401 6.629650 11.029146 5.822294 10.014093 5.137085 12.298963 7.959797 10.189199 13.011090 7.307721 1.237319 8.730787 10.99388774 12.31734947 11.66548218 -1.08467032 11.12607467 11.54748974 14.23923040 9.87323092 9.32585477 8.77493824 10.41773788 9.79636430 8.54476008 11.04790307 9.53378875 -1.08467032 10.50599034 8.52827164 4.23733426 13.46639054 11.06863864 10.25747801 10.77842807 5.83426625 6.20080643 8.89697050 -0.08467032 NA 8.42121488 9.33114514 10.41375389 10.45553138 11.49188766 11.04950873 11.57784921 9.39619353 NA -1.08467032 10.76802648 4.89268245 9.74036213 3.67028517 2.91540617 10.53149268 11.65602735 10.22089509 12.71205136 10.95432232 10.66945566 10.20772500 7.89839702 10.29098589 -1.08467032 NA 2.82230186 8.64039462 9.66611036 9.98753590 10.49942627 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 & neck squamous cell carcinoma 30 1982 1 white not hispanic or latino 4 1 NA NA 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 1.595178e-06 1.075011e-06 25.3164556962025 26.5822784810127 3.79746835443038 27.8481012658228 16.4556962025316 11.0485021 NA 10.0167338 2.1429362 2.4324517 10.0828536 6.2304105 6.8247717 8.5673477 17.3375039 5.7412081 8.2280515 8.3150975 NA 9.1958178 9.4396092 4.9730234 2.4324517 11.1588275 7.2114279 2.5579737 -1.0270868 3.4965902 3.4965902 10.7706845 1.9730234 10.2893045 10.0491705 9.7625566 NA 1.7803941 9.0472714 NA 12.1281574 9.1628475 10.5082983 10.3669497 7.6803820 5.7543825 12.1189551 3.4324517 NA 12.1757590 8.5218450 1.2949589 11.3736356 5.9590932 11.2456527 6.6525037 NA 0.9729867 6.2949515 2.1429362 16.5642870 16.8088467 12.4198478 11.1052013 12.0573331 1.5579737 NA 4.1429443 10.9887864 8.8602437 10.9684368 8.5005001 2.6734660 17.9315218 18.5842675 11.1582081 -1.0270868 1.2949589 0.5579737 11.1463877 NA 9.1690103 6.3217514 10.2060913 10.2380519 10.7943983 14.8419419 9.4406286 1.9730234 2.6734660 12.1021449 NA 9.7971862 11.1519025 9.6249716 10.0235519 11.1903749 0.5579737 8.4588524 10.4857634 1.7803941 NA 1.9730234 7.1028208 4.7543851 7.0009284 8.5914083 8.6699905 11.6153003 2.8799214 4.1824778 5.4808177 NA 11.2991715 7.3217514 12.9833762 11.9654302 9.1652294 10.3502335 NA 4.1429443 12.8462748 8.0498387 12.0201469 5.9617067 9.3097414 9.7952353 8.2699392 10.5424039 1.7803941 1.7803941 10.9709010 7.7212161 10.9452848 9.0377657 9.4045206 12.1648533 2.5579737 8.7609255 8.6665099 -1.0270868 10.5561057 1.2949589 -0.209580 -0.209580 0.377920 0.132730 0.132730 0.022619 0.022619 0.029747 0.029747 -0.309320 0.421740 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 0.061508 0.050819 -0.096621 -0.096621 -0.091860 -0.209580 -0.209580 -0.283840 -0.213170 -0.213170 -0.213170 -0.213170 -0.071205 -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 -0.317270 -0.019040 -0.019040 -0.142070 -0.114300 -0.114300 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 -0.026 -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 -0.114 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 -0.026 -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 -0.114 0.000 2.4324517 6.3305745 11.1606843 11.7936008 11.5307260 10.9891347 11.5916379 10.5039169 11.9880895 6.4487556 0.9729867 0.5579737 7.4648757 9.3480624 10.2339424 14.5351163 4.1921942 11.5044044 8.9111322 9.9510899 8.0119417 11.5916379 NA 10.4431734 4.8556659 8.2260432 7.2537936 10.0391121 7.6763379 0.9729867 -1.0270868 6.6872679 5.3992873 8.3545659 9.4906923 9.9402491 6.7932014 2.8799214 3.1429525 -1.027087 8.230411 11.079913 10.263030 10.176371 10.844158 7.717857 10.729996 10.839143 9.707733 10.459355 7.343711 10.319537 4.372534 11.151903 8.772305 9.891886 13.359653 8.068420 3.973023 8.732911 10.4941326 11.8870342 10.9891347 1.5579737 10.4808176 10.2687919 14.0461984 7.7835948 8.7625564 7.2813616 10.8874081 9.4528133 8.4365475 10.6132634 9.2421497 11.1588275 9.9687900 8.6803820 9.1265749 12.1757590 11.3736356 10.1316326 11.1052013 5.9617067 7.8495396 11.1582081 1.7803941 0.9729867 9.2526335 10.3355147 10.0235519 11.1903749 10.4502752 10.4857634 11.0401211 8.1775939 NA 1.5579737 10.5932382 7.6204816 10.5858914 8.2699392 5.5579859 11.2991715 11.0848106 10.3502335 12.6778992 11.0717130 10.9391679 9.1836942 6.9155376 10.5546943 6.1726955 0.5579737 5.7144901 10.1083090 9.3261697 9.2813619 11.0289832 5.6734631 9.3578067 4.0604884 TCGA-F7-A622 75 1 359 NA head and neck stage iii t3 nx m0 male 2012 NA no head & neck squamous cell carcinoma NA NA NA white not hispanic or latino 4 7 NA NA 2 1 2 1 2 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 0 0 0 4 0 0 0 0 0 0 0 1.768567e-06 6.588779e-07 32.3943661971831 15.4929577464789 1.40845070422535 32.3943661971831 18.3098591549296 7.654682 NA 10.579375 NA -0.792357 9.420703 6.455526 3.731162 8.693428 16.210809 5.633864 8.182013 8.232738 NA 9.000389 10.641706 4.851454 0.207643 1.529521 7.184878 1.207581 NA 4.014953 4.377526 10.006070 3.599913 10.515938 9.816777 10.478478 -0.792357 NA 8.141407 NA 11.578286 8.265590 10.696443 9.771748 8.111481 3.295062 11.678766 3.377526 NA 9.634911 8.300356 NA 10.659840 9.096631 10.759787 7.569542 -0.792357 NA 6.865810 1.792564 15.370226 16.093971 12.722313 11.628348 11.768887 NA NA NA 11.308918 7.642226 11.464102 9.084116 -0.792357 18.203537 19.055442 11.203012 1.529521 0.207643 NA 11.322642 NA 6.914958 6.377523 9.432432 9.850553 11.418574 14.397732 9.136857 6.829650 5.616990 12.399583 0.207643 9.510237 11.927620 8.829650 10.937644 11.488949 NA 8.176265 9.577196 7.560746 -0.792357 -0.792357 6.547715 5.493000 5.014953 8.838776 8.467342 12.611010 NA 7.342025 3.667029 NA 10.233430 7.426767 14.000389 10.444211 8.169020 10.537955 NA 5.207600 12.588871 8.232738 11.573648 5.792561 9.602190 9.576574 10.827360 9.284414 3.014962 -0.792357 6.901085 8.062467 10.813078 8.238266 8.984032 11.346510 3.377526 8.752563 8.352257 NA 10.753046 -0.792357 0.00669300 0.00669300 0.76981000 0.03564400 0.03564400 0.02368600 0.02368600 0.88042000 -0.52462000 -0.15146000 -0.15146000 0.68103000 0.56167000 0.56167000 0.60829000 0.63606000 0.60952000 0.60952000 0.03974000 0.00000000 -0.00611090 -0.00611090 -0.02905800 -0.05228200 -0.00514320 -0.00514320 -0.00624910 0.05677700 -0.01188900 -0.01188900 0.71544000 0.00669300 0.00669300 -0.00274720 -0.72191000 -0.72191000 -0.72191000 0.02116200 0.01110000 0.01110000 0.01110000 0.01110000 0.01110000 0.03564400 -0.68434000 -0.68434000 0.01506600 0.07942600 -0.63983000 -0.15146000 -1.29290000 0.60829000 -0.01987300 -0.01061300 -0.00389840 0.60952000 0.60952000 0.00000000 -0.00869590 -0.00869590 -0.00015917 -0.00015917 -0.02002100 -0.75542000 -0.75542000 -0.05228200 -0.05228200 -0.00514320 -0.04244400 -0.03873400 -0.04917400 -0.02303800 -0.00680180 0.04711000 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 0.772 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 0.772 0.000 -0.151 -0.151 0.608 0.608 0.000 0.000 0.7925222 5.9757838 10.9244180 11.7660193 11.1977025 10.2709936 12.1163664 7.6670299 13.1576076 4.6994517 1.5295211 6.9757826 6.1617950 9.6474295 10.4194869 13.8118622 5.4188039 11.6317648 9.6588097 9.1469869 4.2950618 12.1163664 3.0149622 10.4158329 2.9080443 8.0373213 5.4170525 9.0779632 7.3744144 4.4555245 3.2950618 5.0655809 7.2897478 8.0341469 8.5607455 9.8140038 7.6169899 1.2075805 NA NA 3.529521 10.766019 10.380645 9.766019 10.545778 6.591302 10.146443 10.352894 8.105444 10.006880 5.377523 9.759307 5.203311 11.927620 8.715393 9.151579 13.148013 8.974127 3.014962 8.985676 10.498193 11.780299 11.309902 0.207643 10.247203 11.493290 15.078826 9.882673 8.326540 8.300356 12.868709 9.410861 8.279061 10.930833 9.560745 1.529521 10.206189 7.658810 4.762189 9.634911 10.659840 9.846939 11.628348 4.880024 2.667029 11.203012 0.207643 -0.792357 8.625451 5.090244 10.937644 11.488949 10.631240 9.577196 11.184163 8.336881 NA -0.792357 10.968452 6.529527 9.410947 5.417052 3.908035 10.233430 10.699952 10.537955 13.052991 11.060908 11.287750 8.369990 7.084115 10.770795 NA NA 4.908039 9.124254 9.546335 9.538515 10.357346 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 & neck squamous cell carcinoma 42 1971 2 white not hispanic or latino 1 4 NA NA 1 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1 5 4 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 5.305701e-06 2.358089e-06 19.1964285714286 33.0357142857143 3.57142857142857 25 19.1964285714286 7.5529219 NA 10.5485905 1.8489984 1.4339743 10.5794881 7.4526440 7.4892627 9.4198224 15.7851613 6.6563734 9.3186598 7.7708588 NA 10.9595013 9.2466926 6.0681871 3.6563705 2.4339743 8.9110642 2.3084483 -1.1510416 7.5179032 3.3084483 11.4045658 4.4928722 9.7453505 10.5649800 10.1158045 4.2533086 1.8489984 10.3128335 7.9705517 11.6725842 8.8090198 8.5090137 11.0164361 8.0437748 6.5904853 11.2090420 3.8032167 NA 12.4993966 8.7101049 0.4340277 13.0953875 11.1545810 11.9513218 5.7070001 0.4340277 NA 4.7316612 -0.1510416 14.6022595 15.0514642 13.0486773 8.6320162 12.9037071 -1.1510416 NA 4.0189457 9.9043004 9.7301320 10.7686262 9.8184045 -0.3770696 15.4872700 18.3542131 10.0095198 6.4928738 0.8490385 -1.1510416 11.3418726 5.1888677 7.1527989 6.9987653 10.4019944 11.7583486 10.2546914 14.2631086 10.3983213 6.8713853 6.4710704 11.6677999 1.6563591 9.6295577 12.4275581 8.8262977 10.7324250 11.4316304 4.9151050 8.7023275 11.6658017 9.1709460 0.8490385 NA 7.5148513 4.5214403 8.0189429 9.5125761 8.7619072 10.4738134 3.6563705 NA 7.0088891 NA 11.3224701 8.6138896 12.4752974 12.0800891 10.2314366 10.7619073 3.7559131 3.3084483 12.8254926 8.7678812 11.5099053 6.0088902 9.5777889 9.4733474 12.1332637 8.8920452 3.2413368 -1.1510416 7.1204805 8.1459342 11.6757650 9.1274674 9.4801950 12.0416190 2.6563820 9.8473686 10.2429447 NA 11.7383318 -1.1510416 0.2001500 0.6538700 0.8439600 0.7216800 0.0105640 2.7763000 -0.6013800 -0.2865500 0.1356900 0.2319400 0.2319400 1.4593000 -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 -0.2896400 0.2885000 0.0491140 0.0457080 -0.5902900 0.0189430 0.2001500 -0.9329000 -0.5958500 -0.2963800 0.2880200 -0.6114100 -0.6134500 0.2897700 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 -0.3397400 -0.3397400 -0.0757450 0.0795910 -0.2476400 -0.0021067 0.2543700 -0.2607100 -0.1658600 -0.5928300 -0.2888100 1.1216000 0.0454240 0.0000000 0.0000000 -0.0186280 0.000 0.000 -0.274 -0.274 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 -0.274 -0.274 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 NA 7.896142 10.629558 11.349362 11.306912 10.782709 10.632835 -1.151042 11.524755 4.731661 1.848998 4.957543 7.860245 9.277378 11.020820 14.429836 3.726275 12.092341 7.947050 9.114504 6.456348 10.632835 3.492879 10.754405 3.096953 8.652019 5.893413 10.423138 7.289265 4.707000 -1.151042 6.767166 5.694507 9.582881 8.328798 9.413168 7.249898 1.656359 -1.151042 0.8490385 4.4036086 9.5854198 10.9381307 10.1268865 12.1873365 7.8602452 9.9430957 9.1955317 7.4600430 10.1087612 7.2021650 10.0226952 5.5998920 12.4275581 8.7973853 9.4330410 12.2068765 1.8489984 3.2413368 10.7804942 11.050223 11.839654 12.210825 1.433974 11.674374 9.800303 13.638296 10.412691 9.712430 8.915107 12.314584 9.112933 10.590485 9.706999 9.287810 2.433974 10.981518 9.853941 9.015181 12.499397 13.095387 10.544246 8.632016 6.610569 7.058471 10.009520 1.848998 NA 9.817685 7.489263 10.732425 11.431630 10.094571 11.665802 10.326776 9.199957 3.936478 1.170951 10.271897 5.988569 9.157357 8.011410 5.115803 11.322470 11.871386 10.761907 13.711413 10.495127 10.687828 8.454498 6.904300 10.126305 4.549460 -1.151042 2.849018 9.957091 9.491070 9.916452 11.585208 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 3 NA NA 1 3 2 2 2 2 7 0 0 0 4 0 6 5 0 0 0 4 0 0 4 6 4 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 1 4 0 0 0 0 0 4 6 4 0 6 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 1 4 0 0 0 4 0 0 7 0 0 0 0 7 0 0 4 0 0 0 6 0 0 0 4 0 0 0 0 0 4 0 0 4 4 0 4 6 4 0 0 0 4 0 0 0 4 0 0 0 0 1 0 0 0 0 0 4 4 0 0 1 0 0 0 0 0 1 0 4 0 4 4 6 0 0 1 0 0 4 1 0 0 0 0 0 4 4 7 4 1 0 0 6 0 1 4 0 0 0 0 7 0 0 7 0 4 4 6 0 6 0 0 0 0 6 4 0 0 0 4 0 0 0 0 0 4 0 4 0 0 0 4 7 7 0 0 0 1 0 0 6 1 0 0 0 0 0 0 4 0 1 4 4 4 0 0 0 0 9.581472e-05 3.679313e-05 21.5595145881745 5.93854892847921 0.903692228246837 20.3976245804286 51.2006196746708 8.4538336 0.3610946 10.0405567 NA 2.2355433 10.2744647 -1.2239803 6.6830044 8.5882915 17.2493242 6.8898568 8.2128256 7.5834687 0.3610946 9.5640166 10.0592025 4.9053990 3.2355433 10.5305842 8.6309824 4.1684334 0.3610946 6.6709324 1.3610946 8.8177732 -0.2238118 10.5882914 9.8395091 10.6097948 -0.2238118 2.3610665 7.9760073 NA 10.3695053 8.7346669 11.2221635 9.5234679 8.7404551 5.1336663 8.6418473 6.9002353 NA 10.3483407 8.3035913 -0.2238118 3.4765502 -0.2238118 10.0287795 8.3926630 NA 1.7761040 5.2023785 2.5834709 16.4794832 17.0728902 12.9586032 11.0013216 11.7259408 -1.2239803 NA 2.6830002 8.5623836 7.9757866 11.4728644 9.0545636 4.3544522 11.4682937 6.7303098 12.4222228 NA -0.2238118 3.0240359 11.0560149 NA 7.9560230 5.5310009 9.6633348 9.5326705 11.5259835 14.7367044 9.7455007 8.2231976 3.9855642 12.5575763 -1.2239803 10.8273231 10.8407457 10.3723039 9.5301666 11.2626978 NA 8.6587570 9.8839850 7.6860074 -0.2238118 NA 8.4280628 5.4343246 4.1684334 8.2293846 8.7317640 12.4999884 2.3610665 -1.2239803 -0.2238118 NA 10.0661329 7.1025437 13.0143696 9.0889970 9.2442290 10.2360580 2.8635817 0.7761040 13.9256628 7.6026625 11.4204211 7.1424359 10.1403199 8.4972132 4.5310009 9.7215579 1.3610946 1.9460571 10.7820895 6.6402999 10.6886293 9.5484287 8.1248425 10.3963340 3.0240359 8.0610309 8.0216668 NA NA NA -0.0217160 0.0029133 0.0158660 0.0068044 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 -0.2324000 0.0105640 -0.0052610 -0.0052610 -0.0224690 0.0513190 -0.0349040 -0.0388110 -0.0547280 -0.0217160 -0.0217160 0.0029133 0.0158660 0.0158660 0.0158660 0.0158660 -0.0232920 -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 -0.0203490 -0.0123000 -0.0123000 -0.0227370 0.0556580 0.4336100 -0.0509670 -0.0509670 0.1577100 0.1577100 -0.1987500 -0.0294480 -0.0294480 0.0105640 0.0158660 -0.0088526 -0.0216470 -0.0285240 -0.0286280 0.0538060 0.0538060 0.0513190 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 NA 6.1769929 11.4278385 11.4849825 10.8875758 10.8112569 11.4199703 2.8635817 13.1402488 2.6830002 NA 1.5834709 7.5409858 9.8081599 10.8944063 3.4765502 4.9058082 11.3924332 4.7533959 8.4563856 9.1314652 11.4199703 -1.2239803 10.1115045 6.0707349 9.1850806 8.1918557 8.9819074 9.0059905 -0.2238118 1.0980152 5.9659389 3.2996696 8.3345348 10.6325397 10.8259627 8.5192655 2.2355433 NA NA 9.0049328 8.5276580 6.5898953 -0.2238118 10.8979713 11.7040772 10.4839046 8.4937906 9.1598184 9.1248422 7.7068517 10.1142934 5.0895405 10.8407457 10.4091094 10.0764666 14.3854897 2.4765631 3.6340937 9.1192999 11.0684358 11.9285574 9.5476037 2.2355433 10.3582561 11.9905850 13.3016294 6.8422032 8.0661328 7.8448921 11.4560340 9.7031142 8.9220462 11.0796095 10.2689687 10.5305842 9.2669650 9.4791525 9.6433928 10.3483407 3.4765502 10.1592784 11.0013216 7.3648289 9.2107424 12.4222228 -1.2239803 0.3610946 8.7303105 7.2839088 9.5301666 11.2626978 10.7862925 9.8839850 10.9226828 7.8976476 NA NA 9.6962735 6.0522376 10.7841926 9.1759260 1.7761040 10.0661329 10.5533694 10.2360580 13.0062096 11.5025452 10.8839850 10.5459520 7.9806851 10.1785933 5.1855058 3.3610805 NA 11.1966139 8.9733309 8.5276580 11.4566934 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 & neck squamous cell carcinoma 55 1956 0 white not hispanic or latino 3 3 NA NA 2 3 3 3 2 3 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 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 4 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 7 0 6 0 0 0 0 4 0 0 7 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 4 0 0 0 0 0 0 0 0 4 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 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 7 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 4 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 4.300046e-06 1.317756e-06 30.6748466257669 24.5398773006135 4.29447852760736 26.3803680981595 14.1104294478528 7.4290769 NA 10.2085026 -1.1408255 -1.1408255 9.5939309 9.8620363 6.2342599 8.4903984 16.3781126 7.6536369 6.5527091 6.9729637 NA 9.0000510 8.6405812 4.8983583 7.2385996 2.4441900 8.8634417 2.0291348 0.4441370 -0.1408255 1.8592142 10.9303485 -1.1408255 10.5461595 10.0619573 11.3647848 NA 2.4441900 8.9084163 NA 12.8941922 8.6040550 9.6697930 11.3417773 8.0637925 3.6141091 11.7546073 0.4441370 NA 12.3466846 10.5913887 0.4441370 12.2862722 14.4620092 12.9237115 5.3670145 NA NA 5.2342599 -1.1408255 15.4744195 16.1413372 12.1421650 10.9060043 12.9912390 1.8592142 NA 5.5734654 10.2260899 9.5334136 11.5882047 9.7210836 1.8592142 18.8994104 18.9830801 11.3075958 NA -0.1408255 1.4441900 11.8727185 -1.1408255 5.9677450 4.0686708 11.6193050 10.2450837 10.3083700 15.3968796 9.7713622 7.1071491 2.4441900 10.8242841 1.8592142 10.3974102 12.8660733 9.6438562 11.3047536 12.5899038 NA 8.1023952 11.4554111 6.1901388 NA NA 6.4595808 3.9466841 7.7661121 8.6633524 10.6797992 11.1420202 -0.1408255 NA 6.2079494 NA 10.8676499 8.4479358 13.0037203 13.0153834 9.2943395 10.8895437 NA 5.0291481 13.6921114 7.5527083 10.8599256 6.9936472 9.5973137 9.9044418 7.2686122 11.0570523 2.1811344 0.8592540 10.4944860 8.3670159 12.0727813 8.9293422 9.1890178 10.7199204 1.4441900 8.3595853 7.8336358 NA 12.7445364 -1.1408255 -0.00263220 0.00444110 0.00000000 0.01237600 -0.00023701 -0.00226550 -0.00226550 0.07867600 0.07867600 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 -0.00429290 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 0.00388540 -0.00023701 0.00083195 0.00083195 -0.00226550 0.07867600 0.07867600 0.01936300 -1.11250000 0.38998000 -0.00858260 -0.00858260 -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 -0.02137300 -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 NA 7.382783 9.744155 10.622019 12.402253 10.900538 10.228273 2.181134 10.994289 2.766107 NA NA 7.695271 9.609091 9.775101 14.435676 4.189421 11.767426 10.262233 9.184707 6.421464 10.228273 NA 9.866949 2.946693 9.654246 7.229909 9.501273 7.206975 3.318649 NA 6.853575 5.870449 7.367016 8.721859 9.738805 7.199072 3.318649 4.351077 NA 6.607415 10.044716 11.253684 12.584588 12.957253 8.061345 14.800796 9.925311 9.359067 10.879159 7.107149 11.750246 4.013024 12.866073 8.845063 9.876726 12.131182 9.928000 1.666575 9.762350 11.516986 11.435469 13.076422 0.444137 11.462848 10.453079 15.025855 10.024128 9.089242 8.764608 12.140862 8.196843 7.552708 10.726886 8.367016 2.444190 11.280234 9.065015 7.049046 12.346685 12.286272 10.261701 10.906004 5.692112 6.406117 11.307596 2.444190 -1.140826 9.001329 7.941370 11.304754 12.589904 10.446530 11.455411 11.120435 8.992364 -1.140826 NA 10.885499 8.561013 10.607414 6.207949 3.988503 10.867650 11.817774 10.889544 12.047656 10.525889 10.287058 7.822118 6.559662 10.302165 0.444137 1.859214 9.121316 8.350734 10.091642 10.014672 10.170402 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 3 NA NA 1 3 2 3 2 2 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 7 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 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 4 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 7 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 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 7 0 0 0 0 0 0 7 0 0 0 7 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 7 0 0 0 0 4.646823e-06 1.387111e-06 20.5714285714286 60.5714285714286 2.85714285714286 9.71428571428571 6.28571428571429 9.9547523 NA 10.3832294 2.1400588 4.3327008 10.1774063 NA 7.4824474 8.4148497 17.7537778 6.5126093 8.0975723 8.7777153 -0.6672634 10.1899040 9.0452275 5.7731550 1.3326793 8.1206028 8.9510859 1.9176609 0.9176991 8.2455898 9.5865480 9.6192582 0.3327366 10.2237247 9.8562624 9.9016067 NA 3.1400588 8.4775373 NA 12.8160125 8.9656957 11.0584928 9.9720412 8.1560679 6.2984842 10.4862525 1.6546188 NA 10.4671268 8.0537999 0.9176991 7.0674096 4.1400588 10.7404993 6.0875880 0.3327366 -0.6672634 3.6546303 2.5026361 15.8037555 16.3792970 12.5158644 12.1464817 11.0954978 0.9176991 NA 2.5026361 10.2297897 8.6181028 10.7605371 9.0691025 5.0755155 16.9022743 17.1971890 12.2617739 NA 1.9176609 0.3327366 11.2645460 -0.6672634 7.3879828 6.6455835 9.4078320 9.3933965 11.4862525 14.0225893 9.1400554 0.9176991 3.4201590 11.7096398 0.9176991 9.0156952 11.1248360 10.4181730 8.3495086 10.7276990 NA 8.1368317 9.6781057 6.7673290 NA NA 6.9708468 5.2634364 9.0261876 8.5101201 10.3688741 13.2346045 3.3326936 NA -0.6672634 NA 10.8275561 7.9251574 12.3002870 10.2934265 10.3023460 11.1388473 NA 1.3326793 13.8529509 7.9765567 11.7399683 7.2927026 10.1521771 10.2705156 7.7589654 12.1821056 3.0331410 3.6546303 9.7641982 8.3852684 10.5609179 10.2575130 8.6319086 12.7551595 3.0331410 9.7157244 8.4386089 NA 8.9510859 -0.6672634 -0.00827160 -0.00788630 0.00083195 0.04344000 0.04344000 -0.00947610 0.00889200 -0.00512270 -0.00512270 -0.40849000 0.38188000 0.38188000 0.08233200 0.08074500 0.05594300 0.04177500 0.01014600 0.01014600 -0.20411000 0.00000000 -0.01642900 -0.01642900 0.15965000 0.07139100 -0.01182900 -0.03143500 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 -0.00581400 0.04344000 0.04344000 0.04344000 -0.00947610 -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 -0.02114700 -0.01061400 0.15965000 -0.00899060 -0.00899060 0.07139100 0.07139100 -0.17677000 -0.03204100 -0.03204100 -0.13596000 0.04655900 0.02969500 0.01563100 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 -0.6672634 6.0469450 10.6551921 11.7573917 10.7720120 10.5354366 11.3323482 4.1400588 11.6384773 6.8325470 NA NA 7.1528790 8.8640821 11.1029514 13.3822088 4.2596491 11.3960956 7.3606066 8.7295195 8.0015855 11.3323482 NA 10.7357126 5.0051260 9.3141108 8.5639215 9.4333628 7.5315873 0.3327366 1.6546188 6.5421543 3.1400588 8.1464816 11.7560791 10.5835910 7.4619836 1.3326793 NA NA 8.798267 10.197660 9.937207 8.517576 9.905401 7.792132 9.684744 10.064019 9.865056 9.722870 7.404163 10.563922 4.199115 11.124836 8.512610 9.762107 13.078220 6.758965 4.377096 8.904453 11.3568013 11.5461086 8.7880279 0.3327366 10.0322729 11.0825699 13.7477107 7.0121809 8.0741677 7.2395909 11.8481539 9.9842725 8.5323727 10.8155085 9.6353394 8.1206028 9.6792142 9.4254576 7.6455835 10.4671268 7.0674096 10.4639144 12.1464817 5.8718584 7.2927026 12.2617739 NA -0.6672634 8.2839852 9.8853697 8.3495086 10.7276990 11.8515995 9.6781057 11.3543746 9.7335799 3.2395966 1.3326793 9.0843952 8.7859713 10.7839116 5.1400547 4.6546303 10.8275561 10.3832294 11.1388473 11.9326134 11.4872022 10.9330780 9.6181028 7.7547653 9.4095161 5.3099801 0.9176991 NA 10.7305890 9.2678656 8.8621312 10.7436817 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 & neck squamous cell carcinoma 40 1982 2 white not hispanic or latino 1 6 NA NA 1 3 4 3 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 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 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 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 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 4 0 0 7 0 0 0 0 2.531478e-06 8.669447e-07 27 13 3 29 28 8.5808668 NA 10.5317515 2.5099998 0.9250120 10.1032878 0.9250120 4.5880010 8.5470896 15.6232000 6.5880025 8.1247102 9.7259378 -0.6599505 8.5199845 9.1312383 5.0679957 0.3400495 0.9250120 8.9306625 -0.6599505 NA 9.9501775 9.0832269 11.0102891 NA 10.3994199 10.3575798 10.2913602 NA 2.7995018 9.0322549 NA 15.1094226 8.9748866 9.4769513 10.9589197 7.6665052 6.1980560 11.8925044 2.5099998 NA 14.3250724 9.3540960 NA 10.5658854 6.8474733 11.7388191 6.7151150 NA NA 4.8946626 3.2469705 15.1087509 16.0462092 12.5154691 10.8439012 13.0548576 NA NA 2.7995018 9.4275383 9.1792791 10.7840550 10.2003865 0.3400495 17.1667481 18.7369562 9.8577448 3.1474370 1.3400495 1.6620232 11.9861841 NA 6.7830192 5.4486004 11.2353364 10.5212277 10.5580331 15.9608394 9.6427144 3.1474370 4.0949623 11.0794342 0.9250120 9.9956062 11.7665263 9.5385205 11.2158248 11.9448603 NA 8.1886986 11.2563281 4.0949623 NA NA 5.9407329 4.9250357 7.3899238 9.7830190 9.3000773 10.6954265 -0.6599505 NA 7.0265755 -0.6599505 10.6998250 9.2604282 12.4303533 11.6695915 9.4024589 11.6751866 NA 0.9250120 12.8416639 8.9287902 11.3800226 6.5397482 9.4101963 10.0653650 5.9250381 11.1883071 3.6620004 0.9250120 7.2648882 7.5736949 11.6053975 10.2310996 8.6529582 12.5369849 1.6620232 10.1884636 9.0594643 NA 9.8208657 0.9250120 -0.00360110 -0.00360110 1.48970000 0.65424000 0.01852300 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 0.00736090 -0.01904000 -0.00871460 -0.00277070 0.00000000 -0.00360110 -0.00360110 -0.00360110 -0.68159000 -0.69033000 -0.69033000 -0.69033000 -0.64311000 -0.64311000 0.08002400 0.08002400 0.07743000 0.01852300 0.00458000 -0.00332430 0.27679000 0.67270000 -0.72190000 -0.70190000 -1.29290000 0.71039000 0.00249690 0.00249690 0.00249690 0.01852300 -0.69830000 -0.01677800 -0.00539480 0.00527490 0.01838300 0.01838300 0.00291330 -0.00013862 -0.00013862 -0.03067700 0.59062000 -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 NA 6.6529582 11.3047773 10.7036627 11.0383460 10.9816757 11.1107393 2.3400780 11.9859590 7.7366800 NA 3.5880010 6.4590168 7.5927411 10.5986415 13.7642417 2.1515341 11.4560944 9.2469660 9.1527500 4.4275391 11.1107393 2.3400780 10.7907712 3.3400780 8.7012077 6.5299006 9.3980671 8.0995977 1.9250500 0.3400495 7.6115383 5.0679957 8.1442065 10.0054114 9.1181526 8.1279778 2.3400780 2.1474370 NA 5.715114 12.370915 12.546931 9.908032 10.841913 9.010732 10.753174 12.012280 8.121435 10.638711 8.201162 10.425548 3.717199 11.766526 9.786125 10.528046 12.555672 7.859712 0.925012 9.352700 12.046356 11.825653 11.146625 NA 11.162248 10.954325 15.561319 10.486644 9.118153 8.668750 11.182819 10.039648 8.255955 10.383103 9.666505 0.925012 11.432833 7.913722 5.625478 14.325072 10.565885 10.043979 10.843901 5.246967 4.863636 9.857745 NA NA 9.442051 9.946481 11.215825 11.944860 11.282590 11.256328 11.729707 8.823891 NA NA 9.008570 8.169798 10.211981 3.588001 4.983933 10.699825 11.774964 11.675187 12.430519 10.700923 9.507494 9.886970 6.282590 10.555002 1.340049 NA 1.925050 8.592173 9.778867 9.396713 11.501837 6.489822 10.170591 5.012502 TCGA-H7-A6C4 35 1 NA NA head and neck stage iva t2 n2b m0 female 2012 NA yes head & neck squamous cell carcinoma 9 1994 5 white not hispanic or latino 1 1 NA NA 2 1 5 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 1.456467e-06 4.85489e-07 53.448275862069 17.2413793103448 3.44827586206897 12.0689655172414 13.7931034482759 9.7480863 1.3446581 10.3412628 1.0226874 3.4821513 9.9378525 6.0995351 6.9652348 8.7074685 16.6746267 6.7162076 7.8524427 8.1976458 -0.9773836 9.0874628 9.5482409 4.9769181 5.7506413 8.3999307 8.3310589 0.6076736 -0.9773836 5.2895062 11.0010730 10.5344727 3.0227229 10.4085825 9.9534575 10.5389125 -0.9773836 2.0227229 8.9855727 NA 13.8196722 10.8611362 9.5085495 11.0695031 7.8073549 7.4862446 12.7807350 4.0671138 NA 8.1673785 8.5618790 -0.9773836 12.0423108 10.0765917 12.0542490 6.5849625 NA 1.8300930 4.0227229 0.6076736 16.1360346 16.5693492 12.2272392 10.5897255 12.5382967 NA NA 4.0671138 10.0540767 9.1494245 10.8401035 9.2515387 1.6076736 18.9279763 19.1567415 10.7118444 NA 0.6076736 0.0227584 11.6198415 NA 11.1985814 6.6001493 10.8268471 10.1532907 10.3835671 15.3739354 9.5205719 4.3446510 3.5462771 11.4788177 0.0227584 9.5982593 12.0138840 8.7540390 9.9015373 11.7002195 NA 8.5462821 9.8930847 5.4821513 NA -0.9773836 7.2860836 4.7506387 12.7713323 8.4573485 9.2187073 10.8942403 4.5145705 NA 0.6076736 NA 10.5433388 8.2346081 12.9923764 11.2786338 9.8395277 10.7175132 NA 5.3446474 13.0321988 7.2223921 11.6447719 7.0227196 9.4102205 9.5388140 11.3219281 11.1920188 2.3446581 NA 7.1207521 9.1750048 11.4669585 9.0099842 9.6346670 13.5975501 1.8300930 8.9556729 8.4128890 0.0227584 11.6069780 0.0227584 0.0457080 0.0457080 0.0630800 -0.0127130 -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 -0.0362750 0.0087528 -0.0837310 0.0049969 -0.1516100 -0.3237900 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 -0.0770780 -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 -0.0362750 -0.0362750 -0.0127130 -0.0127130 -0.0837310 0.0102850 0.0102850 0.0049969 0.0049969 -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 4.1926440 6.2223931 11.3912266 12.1841669 11.5992044 10.0374380 10.4599519 12.3996594 11.3606207 6.1101836 0.0227584 2.9296017 6.3802723 9.5992043 10.1686522 15.2306686 4.5110442 12.0318489 9.8634981 8.7031852 6.1724675 10.4599519 2.9296017 10.6746687 4.5145705 8.5679162 6.1207521 10.5691323 7.4878786 2.7231653 NA 6.8732817 5.4321109 8.4020984 9.1507145 9.2682727 6.4656643 2.0227229 5.0885953 NA 8.391226 11.670853 14.319227 11.166422 12.057175 8.371448 10.365350 10.986339 7.944561 10.381921 6.561879 10.622633 4.305161 12.013884 8.389042 9.618910 12.686457 7.172468 1.344658 8.869777 10.8638912 11.5746686 11.3944967 1.3446581 11.0244801 10.2137793 14.4478029 9.3401327 8.1976458 8.0478595 11.8926994 8.3117247 8.5925755 10.6328221 8.4426802 8.3999307 10.4826639 8.1286285 8.5125678 8.1673785 12.0423108 10.6240266 10.5897255 6.0339471 7.6039208 10.7118444 0.6076736 1.0226874 8.3581105 10.1474876 9.9015373 11.7002195 11.0961922 9.8930847 10.8488713 8.5403896 2.6076736 3.1926518 9.6996203 9.2272913 12.8844855 7.5305148 4.1520049 10.5433388 11.4596918 10.7175132 12.7166426 10.7480863 9.7801101 9.0156584 7.3127387 10.6715270 4.7776091 0.0227584 8.9534573 8.6534603 9.7633442 9.4278615 9.9776434 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 & neck squamous cell carcinoma 50 1952 0 white not hispanic or latino 1 2 NA NA NA NA 1 2 2 3 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 4 0 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 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 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 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 5 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 3.190356e-06 1.421789e-06 32.089552238806 12.6865671641791 4.47761194029851 30.5970149253731 20.1492537313433 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 0.03059100 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 -0.01862800 0.72376000 -0.60516000 0.00000000 0.25184000 -0.06741900 -0.00857660 -0.00857660 0.04188300 0.04188300 -0.63972000 -0.61806000 -0.61806000 -0.61806000 -0.61806000 -0.60999000 -0.60999000 -0.24800000 -0.24800000 -0.24800000 -0.62597000 -0.61537000 0.01195800 0.03185900 0.01040800 0.01040800 -0.06427300 -0.62226000 -0.19600000 0.01656500 0.01656500 0.01656500 0.00305220 -0.27500000 -0.66360000 -0.64959000 0.00040085 -0.19312000 -0.19312000 0.00903120 -0.01265800 -0.01265800 -0.66226000 -0.08466100 -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 -0.599 -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 -0.599 -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 NA NA NA NA NA NA 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 & neck squamous cell carcinoma NA 1989 2 white not hispanic or latino 3 5 NA NA 3 4 3 3 1 2 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 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.254056e-06 9.016224e-07 22.8260869565217 52.1739130434783 0 17.3913043478261 7.60869565217391 10.4818449 NA 10.7867615 1.3668118 4.1741587 10.2448522 7.1216889 7.5713727 7.9667142 16.0075546 5.8586549 8.8745960 8.0741602 2.8262332 9.2309874 9.6568201 5.6705826 6.5063528 11.7099870 8.8606568 4.9517650 2.1741507 8.4805434 9.2107225 10.4766320 NA 9.9620588 10.0844777 10.6993974 -0.6333001 4.7930635 8.1640089 NA 11.8369518 8.8262329 9.3137075 9.9107998 8.8546412 7.0034257 13.6839312 0.3668118 NA 10.7358533 8.9117659 3.8262332 10.3158985 6.5908999 11.3671535 5.6522025 -0.6333001 NA 4.0672429 0.3668118 15.9040338 16.6398968 12.7180166 10.5529155 12.1074254 NA NA 3.8903591 8.8526306 8.3780286 11.8055931 9.4700892 1.8625109 15.0865912 17.7790105 12.5512118 -0.6333001 NA 5.4111957 10.6977182 -0.6333001 8.9833502 6.0947217 10.0448997 10.6382643 10.8923221 14.8622192 8.5640180 3.5367243 5.4542647 10.9545788 0.3668118 9.8981828 11.8925668 9.7144228 10.3547759 11.3653918 -0.6333001 8.8465817 10.4166499 5.5165479 -0.6333001 NA 8.4955948 5.9667142 7.1082683 7.8942782 10.2893857 11.3235405 2.6887399 NA 7.6429261 -0.6333001 9.4582368 7.3724254 13.1870800 11.6982781 8.7358098 9.7601918 NA 2.1741507 13.5362566 7.4057201 11.0801878 10.2363952 10.3934147 9.0810469 6.5956200 10.5719836 3.8903591 2.1741507 10.9399751 8.5037924 10.7951615 9.4661491 9.2433182 12.5502816 4.5367243 8.5266725 7.5012273 0.3668118 11.0797582 2.9517556 0.00055459 0.00055459 0.07440800 0.55054000 0.55054000 -0.07227400 -0.07227400 -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 0.03707600 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 0.00000000 -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 0.21929000 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 NA 6.2371660 10.8962319 12.8345342 11.3209977 10.6194668 10.3660967 2.5367243 10.9592584 7.4805438 -0.6333001 4.7591185 8.1183452 10.9247436 10.3738286 15.8076380 4.9256814 12.2768819 7.3440810 8.4845224 10.1015109 10.3660967 NA 9.6808180 6.5367259 9.4082826 6.6887301 7.8586543 7.0883791 5.4542647 2.5367243 5.3891675 6.3554868 8.4857424 10.7872879 9.9657843 8.1216889 3.0672429 7.2247822 NA 5.344083 8.862656 8.014188 10.319543 11.568619 10.384306 10.547332 10.052426 8.576255 10.068108 7.624189 11.440608 4.618521 11.892567 9.040993 9.426146 13.292664 10.004332 2.366812 9.953641 10.529822 11.341933 13.292634 1.366812 11.147751 10.323903 15.237622 9.098120 8.003426 8.822128 12.401772 7.764476 9.578690 10.545466 8.524148 11.709987 9.287154 9.882501 9.958324 10.735853 10.315898 9.436922 10.552916 5.858655 8.344081 12.551212 6.121689 1.688717 9.164463 9.542974 10.354776 11.365392 10.585970 10.416650 10.496084 6.186980 NA NA 9.784211 8.554153 10.292356 10.364686 2.951756 9.458237 9.962991 9.760192 12.974132 10.935233 9.738578 8.917548 9.141588 10.690419 8.234080 1.703101 12.108268 11.656587 9.291614 8.335468 10.639431 7.344081 9.304911 4.793064 TCGA-HD-7229 60 0 NA 1027 head and neck stage iva t4a n0 NA male 2011 NA yes head & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 NA NA 2 3 2 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 4 0 0 0 0 4.750857e-06 1.421789e-06 25.9668508287293 17.6795580110497 17.1270718232044 22.0994475138122 17.1270718232044 8.567920 NA 10.467690 NA 3.738411 10.708803 6.370677 5.339312 8.896261 17.041700 7.366793 8.081817 10.125565 NA 10.133586 9.075882 5.531958 1.153416 9.929550 7.583062 3.079446 NA 4.503947 5.116922 11.509018 5.206557 10.057328 10.281183 10.027506 -1.168447 2.290955 9.658480 NA 14.768294 8.708035 8.933494 11.544905 7.464514 4.323370 12.500514 2.831512 NA 13.516760 9.458140 -0.168447 12.550586 6.637326 12.549730 6.892215 -1.168447 NA 4.612877 NA 16.967192 17.197320 12.072769 11.335841 13.032264 NA NA 3.290955 11.148366 8.384188 11.039143 10.201661 1.872395 17.632542 19.165982 10.538014 NA 1.416461 3.079446 11.877107 NA 6.299124 5.518019 11.476844 10.616153 9.928234 15.997819 9.101814 4.386107 2.416488 9.950460 0.831553 10.130726 11.913849 7.612878 10.688722 11.670328 NA 8.213061 11.047961 2.531968 NA 2.001442 6.960801 4.001442 5.842745 9.862186 9.284789 11.232665 4.831518 NA 6.566228 1.416461 10.594731 10.012671 14.408387 10.998623 10.295451 11.345246 NA 5.689500 12.678478 8.173593 11.966907 10.092438 9.452215 9.943678 8.429571 9.605482 1.831512 1.638862 9.625122 8.535422 11.614926 9.909002 8.788620 12.615028 2.918978 9.566397 9.391851 NA 9.827286 -0.168447 0.55868000 -0.04020400 0.55868000 -0.01050800 -0.01050800 -0.00318590 1.50690000 1.11640000 -0.01794800 -0.57664000 0.55230000 0.85047000 1.64240000 -0.33745000 -0.00027724 0.54029000 0.00360760 0.55974000 0.00000000 0.00000000 -0.02534600 0.01684500 0.03552400 0.01922300 -0.53622000 0.03510000 0.03622900 0.03883000 0.01251600 -0.00079110 -0.00304750 -0.04020400 -0.04020400 -0.04020400 -0.58794000 -0.59039000 -0.59039000 -0.04156700 -0.00802440 -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 0.02996800 0.03524200 0.04315700 0.01922300 0.01922300 -0.55905000 0.00346870 0.00346870 -0.53815000 0.08233200 0.05252500 0.03883000 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 NA 6.3628994 11.1249901 11.1137381 11.0201073 10.5474804 11.4966322 0.4165155 11.2079152 4.5594367 -0.1684470 2.4164885 8.1511906 8.9620889 10.5367188 13.5986166 2.9282945 11.5358544 8.6596549 9.2214293 6.6194203 11.4966322 2.6388848 11.0461411 3.6895005 8.4346070 6.8371435 9.0865471 8.5032187 3.5319553 9.4155413 8.1421311 5.0983059 8.8159369 10.1719249 8.9761766 7.5354224 0.8315530 -1.1684470 NA 8.924276 12.200707 13.944153 11.939880 11.033336 6.991389 10.055520 12.257914 10.848675 10.895924 7.069923 9.844841 4.683517 11.913849 8.864941 11.407767 12.257172 7.378413 3.416475 9.350172 10.459964 11.941023 10.037922 1.153416 11.265104 10.597633 15.740567 9.993910 8.323371 8.855273 11.239848 9.520285 7.839947 10.647298 7.918981 9.929550 11.006132 8.985071 9.113448 13.516760 12.550586 10.521516 11.335841 5.171367 6.714162 10.538014 -1.168447 1.153416 9.346232 8.878642 10.688722 11.670328 11.465422 11.047961 11.529138 10.355080 NA NA 10.586001 8.281967 11.341541 7.886801 5.116922 10.594731 11.460875 11.345246 11.558801 10.344259 10.687555 9.769628 6.918981 10.341788 2.290955 -1.168447 7.493297 9.892383 9.757073 10.340304 11.626949 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 & neck squamous cell carcinoma 40 NA NA black or african american not hispanic or latino 1 6 NA NA 1 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 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 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 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 6 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 0 0 0 0 2.774223e-06 6.935557e-07 6.86274509803922 18.6274509803922 7.84313725490196 32.3529411764706 34.3137254901961 9.91039479 NA 10.25773657 2.24810974 4.86701674 10.40761883 1.24810974 6.10608864 9.18137691 16.34181427 7.51489470 7.54404097 7.99149974 NA 8.43227463 8.94259016 5.47417643 4.02571985 2.68867274 9.18306241 1.76268898 NA 9.56422782 4.94854946 10.96357961 2.14120388 10.18348341 10.65416099 10.17673204 1.02573756 3.48514341 8.88422487 1.76268898 15.21031963 9.20562442 9.83994542 11.81062288 7.20562417 6.65507271 12.17164760 3.61067644 -1.55936666 14.81174678 10.15069827 0.44073963 12.36982638 8.14458738 12.24639606 6.34161934 NA 0.44073963 3.57003783 1.24810974 15.93312903 15.92206432 12.15189829 10.23476260 13.45817035 -0.55915408 NA 4.86701674 9.70460901 8.82984639 10.75079758 9.90120888 0.02573756 17.91222177 19.20954011 10.76858622 NA 1.24810974 NA 12.42899380 NA 8.04252396 4.85014432 10.74682315 10.02571542 10.06280480 16.85789260 9.71221590 7.37149004 2.96430621 11.51271800 NA 10.83199652 12.18090682 8.37444354 10.30532602 11.52522916 NA 8.62190535 10.77250964 8.02946779 NA -1.55936666 6.16887666 5.48514663 4.74453249 9.61505447 9.13598113 10.32911563 0.44073963 NA 6.40653667 NA 11.03461088 9.45616793 13.08939139 11.20935083 9.55288616 10.79196828 NA 5.48514663 13.24437958 7.90427755 11.29853959 10.48275422 9.47506360 9.72036347 7.53878490 12.00359159 2.34763731 0.76264647 10.18684729 9.67137388 12.39212873 10.24730261 9.41660100 12.59264157 3.02571985 9.45935661 9.42801694 0.02573756 10.09135591 0.76264647 -0.0183530 0.0143300 0.3386900 0.9350800 0.9350800 0.3362600 -0.3830100 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 0.2502700 -0.0683950 -0.0683950 0.2012100 -0.0252090 0.0000000 -0.3241400 0.0771420 -0.4227600 0.0143300 -0.3895100 -0.3858200 -0.3743700 -0.3856000 -0.0889040 -0.4438300 -0.3974200 0.3103300 0.3103300 0.3209300 -0.3739200 -0.3739200 -0.3832600 -0.4011900 0.3346400 0.3017000 -0.4012000 -1.1066000 -0.3740300 0.4324300 -0.3163400 -0.0690640 -0.3867200 -0.3938600 0.2864400 -0.2957400 -0.2957400 0.3411200 0.3129000 0.3196400 0.2786800 0.3135400 -0.4206800 0.2717100 -0.7863900 -0.1287500 -0.1874800 -0.3317900 -0.0040162 -0.0040162 -0.0384420 0.429 0.429 -0.368 -0.368 0.311 0.311 -0.276 0.362 0.295 -0.160 0.279 0.000 0.171 0.000 0.000 -0.129 -0.129 0.000 0.000 0.201 0.201 -0.332 0.312 0.000 0.000 -0.417 -0.417 -0.383 0.310 0.561 -0.374 0.254 0.254 0.302 0.302 -0.382 0.000 -0.397 -0.397 0.000 0.000 0.429 0.429 -0.368 -0.368 0.311 0.311 -0.276 0.362 0.295 -0.160 0.279 0.000 0.171 0.000 0.000 -0.129 -0.129 0.000 0.000 0.201 0.201 -0.332 0.312 0.000 0.000 -0.417 -0.417 -0.383 0.310 0.561 -0.374 0.254 0.254 0.302 0.302 -0.382 0.000 -0.397 -0.397 0.000 0.000 -0.55915408 7.14811249 10.93510853 11.57260990 11.66641230 10.18642726 11.05592276 6.16867412 10.83922946 9.04715827 0.02573756 2.96430621 6.75816591 11.05844997 10.30725911 13.94006943 2.62105550 10.85649470 8.01818181 8.31604163 6.17546272 11.05592276 3.02571985 11.38198397 3.93260926 9.06497255 6.39494966 9.90427213 8.31250408 3.99533979 1.90018091 7.41803305 2.96430621 9.98812951 10.34124238 9.21141673 7.48241189 2.34763731 2.02570213 NA 7.048084 12.780533 12.544775 11.091805 11.364452 9.193134 11.097401 12.866624 7.676767 10.937856 8.487877 10.572931 4.609678 12.180907 9.069198 9.971159 12.794475 8.584136 NA 11.557422 10.2692861 12.4554709 11.2099709 -1.5593667 11.5642277 10.0787363 13.9832404 9.1729202 9.3528938 8.5401009 11.9342331 9.5246377 8.5815829 9.6094251 9.1342399 2.6886727 11.5343356 9.0554628 8.6056599 14.8117468 12.3698264 11.2529302 10.2347626 6.3596160 7.2286552 10.7685862 0.7626465 NA 8.8701597 10.1091948 10.3053260 11.5252292 11.1985596 10.7725096 11.0240708 9.3476435 5.9326069 0.7626465 9.3406838 8.2464969 10.4813851 6.9445785 4.0257198 11.0346109 12.2668048 10.7919683 11.9676189 10.1843252 9.5758210 9.2432692 8.0828048 10.6857113 0.4407396 NA 3.8670167 8.1471973 9.1678225 10.8813626 11.1590718 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 & neck squamous cell carcinoma 4 NA 4 white not hispanic or latino 3 5 NA NA 3 4 3 3 2 3 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.2590465 0.1092937 9.7235511 9.5774162 12.1122043 13.0811143 10.6029067 11.3105064 11.9705822 9.4535972 6.5563850 8.5769068 9.8157499 8.8912348 10.2517276 8.7567598 4.1753889 10.6727360 11.4835258 10.8812035 11.4589973 10.0750856 10.4558151 9.0466752 6.2941759 10.2007368 NA NA 11.1897858 8.4467004 10.6021560 10.2745225 11.5364832 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 & neck squamous cell carcinoma NA NA 3 white not hispanic or latino 1 1 NA NA 1 1 4 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 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 2 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 2 0 0 0 0 0 0 6 0 0 0 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8.6233844 8.1590539 10.1370278 8.1969935 5.9220146 3.9626601 7.6256219 2.9082173 9.1191614 10.5903934 9.2342927 6.5914730 4.0151229 2.7927304 0.2077679 7.0406590 12.7831904 11.5933594 9.6000867 11.0231526 11.6527842 10.1501813 12.1338800 8.0934656 11.2161980 7.8801945 10.5183821 3.1261634 11.2762185 9.1764362 10.7790479 12.8782497 3.5296960 1.2077679 9.6661759 10.9301499 12.4490077 10.2418805 2.2077679 11.5738183 10.1800312 13.1171937 8.6086489 9.5893122 9.5620188 12.4815649 8.1438480 8.4792322 10.0223519 9.3421956 9.3764415 10.7096065 7.3473211 8.7927317 12.3781639 10.7950781 10.7960155 9.4873798 5.4931702 7.3058018 11.0622482 1.5297210 0.7927721 9.3254125 10.2098811 11.6898209 12.2997005 10.4704515 11.1199102 10.8394011 9.7459583 3.6671996 2.6672109 10.5490547 9.4883198 10.9250173 8.0563922 5.9626578 12.0048228 11.6397892 10.3305973 11.8737714 9.9125376 10.1078814 9.8828443 8.6956094 10.0548266 NA NA 3.1146669 8.5773231 9.0263516 10.4092807 10.2535290 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 & neck squamous cell carcinoma 36 NA 0 white not hispanic or latino 1 3 NA NA 1 3 3 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.635512e-06 1.075011e-06 21.6216216216216 25.2252252252252 2.7027027027027 26.1261261261261 24.3243243243243 8.74119730 NA 10.07537178 -0.51148499 3.98038182 10.62488234 -1.51127935 3.18897055 7.68328871 16.19599895 6.83725957 7.70770078 8.52882172 NA 8.94693843 8.37270229 4.71581102 0.07354606 11.61216840 8.91898455 4.04311699 -1.51127935 8.73883031 1.29589931 11.25754330 6.89792288 10.32615991 10.44961987 10.18332510 NA 0.48851501 8.74673298 NA 13.12905935 8.53974081 9.67566741 11.33147150 6.98438656 5.20277815 12.85499080 -0.51148499 NA 14.44220553 9.13509078 NA 11.52487733 10.91996689 11.80820407 8.36043715 -1.51127935 NA 6.07349465 2.07347751 16.15944390 16.05210274 12.72439512 10.56032949 13.20385052 NA NA 1.48851501 10.60941784 8.85921950 11.45106653 9.49975920 1.81044310 17.84475275 18.71023011 10.31189916 NA 0.07354606 NA 11.66408150 NA 5.85485343 4.84608206 11.41540978 10.72514417 10.70133228 15.77747011 9.55327467 NA 2.29589931 10.94437290 0.48851501 9.95205628 11.85180708 8.96932205 14.20350186 12.09459009 NA 8.28781348 11.71825206 6.05077376 NA NA 7.60024150 3.53292782 2.94796532 8.82168726 9.37955620 11.09285352 -0.51148499 1.65846286 7.13599036 NA 10.34884299 8.69432515 13.02289564 11.82196686 9.80936074 13.12090243 NA 1.48851501 12.65736075 8.28943197 11.54415334 5.59705735 10.15826747 10.32124401 10.02769082 10.54720023 -0.51148499 0.81048423 11.88272668 6.89367285 11.90993939 9.96477188 7.83504549 11.56384396 -0.51148499 9.24658860 9.13419039 NA 10.82000875 0.07354606 -0.00653480 0.01698500 0.67530000 -0.04455100 0.67326000 0.00861350 0.00861350 -0.01147300 -0.01147300 -0.02466100 1.12860000 1.15710000 -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 -0.01599300 0.14950000 0.00675730 -0.00664320 -0.00664320 -0.00653480 -0.00653480 0.01419000 -0.71506000 -0.69423000 -0.71755000 -0.72894000 -0.01519100 -0.01519100 -0.00055444 -0.00055444 -0.00055444 0.67326000 0.67002000 0.58417000 -0.01009400 -0.01147300 -0.06151600 -0.02466100 0.02946600 1.89790000 0.04627500 -0.00041585 -0.00041585 0.01195800 -0.01468300 -0.02025400 -0.08059200 -0.07053600 1.72930000 0.00541390 0.01880300 -0.75694000 0.03326700 0.00000000 0.69577000 0.00471900 -0.04319500 -0.04319500 0.02146300 0.22022000 0.11437000 0.05805500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 1.868 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 0.000 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 1.868 0.114 0.114 NA 7.25340315 10.43104644 11.19567536 11.29467875 11.20899002 11.19675370 -0.51148499 11.36562436 5.43104791 -0.51148499 0.07354606 6.23672412 7.18549988 10.42921266 13.91970307 2.97975100 11.05196660 9.25754318 8.88574670 5.10324164 11.19675370 NA 10.76320133 2.57598995 8.91770862 7.59705660 9.47721670 7.76830476 1.48851501 -1.51127935 7.71231651 3.57598995 8.41334444 10.57167880 8.67712095 5.98038410 1.07347751 2.07347751 NA 7.5918200 11.8928753 12.2333521 9.9418027 10.6891241 8.4772167 10.2291560 11.2861935 8.9325115 10.5526010 7.1609575 10.8073572 3.4496934 11.8518071 9.0488647 9.9868826 12.3626277 7.0238076 0.8104842 9.9788815 11.81846842 11.41315892 9.22408804 -1.51127935 11.70376159 11.39917467 14.77882031 9.20620829 9.04695263 8.36197622 10.36428133 9.94314994 8.02962846 10.40142131 9.11424077 11.61216840 10.28943185 9.96375876 6.24341965 14.44220553 11.52487733 9.85921935 10.56032949 5.59705735 4.41926920 10.31189916 NA -0.51148499 9.35735450 8.34495762 14.20350186 12.09459009 10.97812912 11.71825206 11.79701322 9.77508973 2.57598995 NA 9.94760494 8.39542274 10.17547008 3.07349465 5.98038410 10.34884299 11.26146506 13.12090243 11.67866527 10.88727569 10.60129724 9.44780956 6.74592033 10.42957956 -1.51127935 NA 0.07354606 9.01733764 9.69615643 9.78544822 11.66813007 8.23336563 9.19761578 4.75532025 TCGA-HD-7917 62 1 836 NA head and neck stage ii t2 n0 NA male 2011 NA no head & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 NA NA 2 3 4 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 NA NA NA NA NA NA NA NA NA NA 8.1221524 -1.2484506 10.5479104 0.3363977 4.7958604 10.6055543 7.0506736 4.5843552 9.0159079 15.9434380 7.3735168 7.5328250 8.8717029 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 0.3363977 2.4519100 8.9566596 NA 14.3198667 7.6673443 10.3006963 11.0296242 7.7316048 5.6462836 11.9271707 1.5588064 NA 13.1619828 9.7005623 NA 10.3041343 7.4508294 11.5295423 7.5716442 0.3363977 -1.2484506 4.7514637 1.7514637 13.5215080 14.4290188 12.3844603 10.2808957 11.8741314 -1.2484506 -1.2484506 3.7958604 11.1995815 8.8094569 10.7612938 9.9307523 NA 18.0982191 18.2574763 9.0088530 NA 0.3363977 NA 12.2223782 -1.2484506 6.8282812 4.2433187 10.0969203 10.1437825 10.5539815 15.1785324 9.7258797 6.8961229 2.6583486 11.6690237 0.7514637 10.0626458 12.3481045 6.9657843 9.5254286 11.2818715 NA 8.4379655 9.7208517 7.2026763 -1.2484506 -1.2484506 6.2166236 4.7958604 5.2108953 9.3127532 8.5030092 10.8775243 4.6341053 NA 7.0182514 -0.2630921 10.7482917 8.2552911 13.1668768 11.0977018 9.5300186 10.7876388 -0.2484506 1.7514637 12.9045421 8.5344632 11.9315297 9.0322359 9.6725622 9.9085594 9.1555423 10.3089288 2.3364262 1.0734090 8.9263909 8.1134088 10.7056615 9.7273131 8.4150234 12.2592598 2.5588309 10.1193768 8.9826865 -1.2484506 11.4785347 NA -0.0285250 0.0000000 0.6968500 0.6256500 0.6163200 2.3686000 0.2712300 0.3360600 0.3360600 0.2842900 0.2842900 0.4295300 0.2903600 0.2903600 0.2858000 0.2910000 -0.2000300 -0.2000300 0.2568000 -0.0170680 -0.4801100 -0.4801100 0.2066800 0.1463400 0.0090531 0.2309800 0.1963900 0.4876400 -0.0689630 -0.0571490 0.1881000 -0.4640000 -0.0029431 0.0000000 0.2274200 -0.4796900 -0.4756700 -0.4756700 -0.4845200 -0.4891100 -0.0275680 -0.0275680 -0.0149500 -0.2302100 -0.2302100 -0.2302100 -0.2349900 0.1683200 0.1683200 0.1408200 -1.1249000 0.2858000 0.1817300 0.1817300 0.1817300 -0.2000300 -0.0535090 -0.0674000 -0.0175620 -0.4793600 0.2943300 0.2943300 0.2197200 -0.0244210 -0.0244210 0.1463400 0.1463400 -0.4926700 -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 0.419 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 0.419 NA 6.9560357 10.6994673 12.2294763 11.6094461 10.3340776 11.6762962 0.7514637 10.9113365 5.9113369 -0.2484506 3.7514637 7.2190707 9.0857385 10.6432489 14.7174072 2.6888070 11.6797985 9.3070129 9.3918908 4.7738329 11.6762962 2.8389316 10.7493503 4.3060507 9.4292640 5.6341082 10.7429870 7.8226059 3.5588186 5.6094447 7.6063334 5.0368681 7.8256069 7.9778775 9.6164252 7.5163367 0.3363977 2.5588309 -0.2484506 7.0041306 11.6206734 10.9238833 10.7248038 11.6106117 9.1319261 11.5949937 11.1340892 7.7821320 10.9279500 6.4379651 10.5138472 5.2644839 12.3481045 9.7179706 10.3826422 13.3870881 9.0666148 4.3953233 10.3007685 10.7233679 11.8504841 9.9276383 -0.2484506 11.1972560 11.0792984 13.5326676 9.8993060 8.5377348 8.6969091 9.8903769 10.0380517 8.6747925 10.5283094 9.5270754 0.3363977 11.4159124 9.3744320 8.2088459 13.1619828 10.3041343 10.5080215 10.2808957 6.0643483 5.9706328 9.0088530 NA NA 9.5708460 8.3041341 9.5254286 11.2818715 11.2337690 9.7208517 11.4300653 8.9790810 NA -1.2484506 9.7749285 5.9802836 8.6141025 7.3771741 3.6094477 10.7482917 11.6598578 10.7876388 12.3871833 10.7910697 10.9341699 8.5013344 7.1437822 9.8993060 -0.2484506 0.3363977 9.5105211 8.5047821 9.8369376 10.1443192 10.5815842 6.7172501 10.2838211 4.2750294 TCGA-HD-8224 63 1 446 NA head and neck stage iva t3 n2c m0 male 2011 NA yes head & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 2 2 NA NA 4 1 5 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 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 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0.00000000 0.59170000 0.00416320 -0.03817000 0.48820000 -0.57960000 -0.54925000 0.14697000 -0.41630000 0.14905000 -0.42145000 0.01698500 -0.56236000 -0.02382500 -0.02382500 -0.01835300 -0.03476800 -0.03476800 -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 0.04117500 -0.09992700 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 -0.079 0.456 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 -0.079 0.456 0.000 0.000 0.000 0.000 6.5533006 8.2033142 10.7848996 11.4620052 11.3844389 9.6719157 10.2957004 12.2641724 9.9216565 7.4835917 NA 6.0217773 6.3065065 7.9649317 10.1276387 15.6321986 4.2020415 12.1100119 6.8914702 8.4294519 5.5258215 10.2957004 NA 11.0081887 3.3278742 7.9018401 6.4203274 9.5142136 7.7111583 5.9408574 0.8253786 7.9751274 6.7639798 8.4788226 8.5142138 9.8706851 7.0733083 2.4103411 6.2176980 0.2403754 6.8328748 11.6260108 11.5347516 11.4901241 12.0034229 9.1696765 9.9717371 12.5169787 9.2090848 9.9657843 8.5211890 10.9696139 5.1306220 12.2350791 9.2943439 11.0566017 12.4034434 10.1253517 -0.7595025 9.5566996 10.305834 11.007361 10.212680 2.410341 11.814538 9.321236 14.482025 7.395236 9.276592 8.656160 11.215908 9.384694 9.124588 9.894159 8.243233 9.378690 10.641297 10.390165 7.530437 12.818673 11.478524 9.862470 8.956380 5.306507 4.732269 10.286178 4.327881 2.562352 8.781515 7.530437 11.099565 12.559243 10.743250 10.835676 11.356437 9.496627 4.369704 5.410344 9.584192 8.701611 14.460796 8.437635 4.449872 10.297056 11.264865 10.537334 12.110205 10.719188 10.622502 8.983569 5.430242 10.551599 NA NA 10.298410 9.793001 10.468034 9.676088 10.437635 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 & neck squamous cell carcinoma basaloid type NA NA 1 white not hispanic or latino 3 5 NA NA 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150023e-06 7.282335e-07 16.8674698795181 56.6265060240964 1.20481927710843 10.8433734939759 14.4578313253012 9.76929107 -0.90833401 10.21116092 3.89892420 4.13596164 10.74710211 11.52359121 7.98638932 8.99243819 14.74329578 7.64231818 7.06311460 9.11116202 4.09157291 8.92129410 8.63653581 5.18707489 5.88598671 10.76443863 8.83472259 4.22085616 2.67653823 8.06885135 5.99846181 11.70005719 NA 10.35542741 10.81480562 10.88963804 NA 4.64616266 8.92937264 NA 11.79331100 9.60134627 9.62295286 11.63581133 8.83303839 8.28386437 10.04649461 3.84646323 -0.90833401 10.05084883 8.89085309 0.67653823 10.93627715 4.83114760 11.56958251 7.72092824 NA 0.09153059 4.09157291 -0.90833401 13.67624031 14.02592336 12.39534069 8.98335506 12.77182097 NA 0.67653823 5.96193582 10.05157331 9.66805564 11.50414122 10.19617005 0.09153059 12.96434240 15.81896005 11.74329578 NA 2.09156444 3.55099914 11.72683603 1.41348577 9.94332037 2.99846632 11.52111146 10.91653009 10.24954975 14.83637891 9.28632811 4.79201197 4.04576621 10.54535644 0.67653823 9.65190414 12.64636641 10.05302103 11.89166232 11.99319252 0.09153059 8.54484198 11.48897857 5.37697447 0.67653823 -0.90833401 7.01638377 6.95575800 11.82987476 10.00221405 10.62538776 9.85312254 7.50942349 1.09159829 8.05446757 NA 10.38906082 7.90855475 12.58430081 11.61733683 10.40398354 9.56932969 0.67653823 6.89892662 13.12680003 8.64999189 10.84018350 9.51678717 10.62390782 8.95265826 8.97115466 10.72411220 4.70628189 3.41349931 11.10977151 9.48388872 11.72570171 10.35484056 8.04867323 11.39677810 3.67653823 8.58588681 9.11671096 1.09159829 11.95691799 3.33949374 0.00305220 0.00305220 2.16350000 -0.02479800 0.00000000 -0.58647000 -0.00664320 -0.00981850 -0.00981850 -0.00249380 -0.00249380 0.56472000 -0.00332430 -0.00332430 0.00615980 0.53995000 -0.00498440 -0.00498440 0.51978000 0.00388540 0.01028500 0.78717000 -0.55917000 -0.02589300 1.00050000 0.00388540 0.54065000 0.05537300 -0.58275000 -0.56982000 -0.01601700 0.00305220 0.00305220 0.00305220 -0.01505400 -0.01505400 -0.01505400 -0.01505400 -0.59740000 -0.59740000 0.00875280 -0.00678130 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14.532603 4.030795 11.377551 10.027473 8.889233 7.291243 10.106289 NA 10.442511 6.010435 9.502383 6.756907 9.325191 7.283174 5.449122 10.354841 6.961936 6.281396 7.634603 9.531402 9.684028 7.795475 2.261501 5.045766 0.09153059 5.20009626 9.09999997 10.16769211 12.59527289 11.97287653 9.79720368 10.11116202 10.01712576 8.39535205 11.05951806 9.03993866 11.13562388 5.31209516 12.64636641 9.98107531 10.49883914 12.00595087 13.05157327 2.67653823 10.68028602 11.59688670 11.74351997 11.15698748 3.17903326 12.09964976 9.34895914 13.31564690 9.78418692 8.74620727 9.06023820 11.67653386 9.68574659 8.01043467 9.33474524 8.59141725 10.76443863 10.87702380 10.78200591 8.93392164 10.05084883 10.93627715 10.10628929 8.98335506 4.55100529 6.71362296 11.74329578 4.67653259 0.67653823 9.56831756 8.92129410 11.89166232 11.99319252 9.05157331 11.48897857 10.71545284 7.90214294 1.67653823 4.26149321 9.44810040 9.22457213 12.96645668 7.37234185 4.64616266 10.38906082 11.21795316 9.56932969 11.07349532 9.95420867 10.17305483 8.86471050 6.50096295 10.50414117 2.99846632 0.09153059 10.03261897 9.63718256 9.50202263 9.60727113 11.13664840 7.51783628 10.45186976 5.81949192 TCGA-HD-8634 51 1 385 NA head and neck stage i t1 n0 mx female 2012 NA no head & neck squamous cell carcinoma 60 1979 0 white not hispanic or latino 4 1 NA NA 2 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 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 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.080667e-06 6.935557e-07 32.9268292682927 31.7073170731707 2.4390243902439 20.7317073170732 12.1951219512195 10.1158203 -0.7553565 10.0447761 0.2446435 0.8296872 10.3642748 8.9028966 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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 -0.7553565 7.3215006 10.3816762 12.2601002 11.8575536 10.9206421 11.3723571 7.3688068 11.5598346 5.6709508 0.2446435 1.2447044 6.1273279 7.9861521 10.3995032 13.9900443 3.5099745 11.5892584 8.8164378 9.4405370 5.7524810 11.3723571 1.8296466 10.9687725 4.1988791 8.1068576 5.8593956 10.1746832 7.2134669 3.1515828 1.2447044 8.5777732 5.3739683 9.0759922 8.0933082 9.5461812 6.6197241 1.2447044 6.2999681 NA 8.058466 11.145929 12.386307 12.277247 11.983200 8.151576 11.035034 11.305719 8.972606 10.738541 5.353210 10.567740 4.140476 12.013153 9.891244 9.531243 12.504902 9.771184 3.888539 9.674092 10.7891666 11.8097872 11.0987743 1.2447044 11.3758990 10.4045564 14.3331810 9.6845160 8.4638537 8.3867920 11.0600684 9.3828544 7.1515757 10.4382105 8.3944323 5.1515747 11.1985178 9.2432756 5.9451254 13.3279982 12.3816762 10.4789038 11.0382884 5.1988831 5.9311866 9.7365382 1.8296466 NA 9.2725911 8.2531138 11.2432755 12.2880542 11.1504482 11.1794817 11.3357898 9.5196455 0.2446435 -0.7553565 10.4632786 7.4830902 9.3361205 4.5666143 2.9451207 11.1084842 11.6115537 11.2230380 11.6803553 10.1827945 10.1857326 8.5666131 5.7041167 10.5535929 5.5114712 0.2446435 7.0712339 8.4416312 9.9241652 10.1341891 10.9516127 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 & neck squamous cell carcinoma 36 1976 1 white not hispanic or latino 1 4 NA NA 4 1 5 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 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5.3822937 0.2530211 14.6008028 15.4147201 11.9919490 9.7062829 13.3965549 NA NA 3.7765778 12.2501918 9.5044947 11.1889139 9.9961637 0.7281382 17.1135901 18.7080364 10.8727737 NA 0.2530211 2.5749492 12.4315215 1.5749250 11.0930033 5.2974079 11.6471185 10.7083395 10.2281437 15.2898083 9.5984175 7.8603427 3.8968724 10.8991209 -0.7471000 10.5459090 11.7073013 8.2891857 10.9932147 10.7711737 NA 8.3351612 10.9911045 4.6105642 NA 5.3822937 5.8539657 5.5384140 11.8190663 9.4489996 10.9076483 10.6745512 6.5476334 -0.7471000 5.8529252 -0.7471000 10.8533898 9.3810067 12.4632270 11.3530175 10.5732262 9.8114330 0.2530211 6.1233765 13.0714946 7.2698205 11.5833690 8.8713977 9.0897097 9.2072086 11.9351290 11.7042234 3.5749371 1.8379836 9.5884026 8.5928621 12.1653403 9.4612466 9.0619765 12.2409868 4.1599036 8.2748249 9.7853683 1.5749250 9.6824190 2.4229326 0.00194180 0.00000000 0.46024000 0.43361000 0.45116000 0.00805670 0.00805670 -0.00498440 -0.00498440 0.00889200 0.86990000 0.86990000 -0.46791000 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12.0060200 10.2166309 9.7062829 6.3191013 6.4914170 10.8727737 4.6453270 0.2530211 8.9360068 9.1659016 10.9932147 10.7711737 10.9957428 10.9911045 10.7819547 10.1031991 2.7124417 5.5749401 10.5859440 8.7226542 13.4593399 6.9464993 3.9534515 10.8533898 11.9495452 9.8114330 12.6724458 11.0396903 11.1129352 9.1463138 6.7687123 10.3358266 2.0603587 NA 7.0922159 8.9731538 9.6061590 10.3628429 10.7775540 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 & neck squamous cell carcinoma NA NA 7 black or african american not hispanic or latino 3 3 NA NA 2 3 2 2 2 2 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 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 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 7 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 4 0 1 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 7 0 0 0 0 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11.278483 3.854255 NA NA 6.631570 5.317655 5.642751 9.044677 9.609950 10.469855 -0.190174 NA 3.716750 NA 10.946210 8.129531 12.432369 11.726672 10.604369 11.554483 NA 2.809867 13.653142 7.809859 11.376151 9.556374 10.133933 10.585774 8.812674 11.154155 4.095258 0.809826 10.134602 8.455518 12.307711 9.310701 9.099878 12.050352 1.394843 9.407158 7.778526 NA 12.432254 NA -0.00491530 0.00035938 0.00430210 0.00235810 0.00235810 0.00032045 0.00032045 -0.00013862 -0.00013862 -0.00681960 -0.00681960 0.00041593 0.00597000 0.01768400 -0.00729600 -0.02084800 0.00221930 0.00221930 0.00402430 0.00000000 -0.00470790 -0.00470790 -0.00346270 -0.00954260 0.00513590 0.00513590 -0.00622860 0.00166420 0.00055459 0.00055459 0.00055459 -0.00290910 0.00035938 0.00430210 -0.00650500 -0.00650500 -0.00650500 -0.00650500 -0.01202400 -0.01202400 0.00249690 0.00249690 0.01126100 0.00235810 0.00235810 -0.00332430 -0.02324300 -0.00013862 -0.00013862 -0.00681960 -1.21450000 -0.00729600 -0.62798000 -0.00180140 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12.146645 9.704677 1.131787 11.843626 10.971936 14.029706 9.684072 8.518943 9.053033 11.613587 9.162311 7.383506 10.651817 8.625243 2.510304 11.664533 9.047069 7.941716 11.468740 12.221767 11.040780 11.124726 5.364450 5.959606 12.077378 NA NA 9.476083 8.391060 11.434426 12.186120 11.254615 11.278483 11.269035 9.450104 4.167414 NA 10.017154 8.542162 9.946850 8.125009 1.617204 10.946210 11.668423 11.554483 12.398808 10.209671 10.375437 9.862427 6.402316 10.500294 NA NA 1.617204 8.928476 10.298704 10.610759 10.867851 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 3 NA NA 1 3 1 2 2 2 0 0 0 0 0 0 0 0 0 6 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 4 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.7191519 6.3542370 10.3414342 10.2202047 10.9590033 14.7513018 9.0936642 5.9601595 3.1341881 11.2139163 0.9966780 9.3471828 11.5580767 10.2090603 9.7602299 11.6908694 NA 8.6231247 10.6821353 4.8245031 -1.3251778 -1.3251778 6.2523381 4.4821126 4.3186133 8.9485533 7.9693785 11.3857792 -1.3251778 NA 6.3682445 NA 10.3877143 9.0290069 13.8181806 11.6591760 10.1253657 9.7388266 NA 4.8245031 12.8560651 8.9143561 11.3309589 7.2931433 10.2483622 9.5180191 9.5958546 9.0345071 2.5816405 0.2596642 8.9728201 8.3838412 11.1703628 9.3365356 9.2041882 12.1716113 2.2597244 9.3365001 7.9693785 NA 10.2769924 NA -0.02013800 0.01080300 0.66217000 0.01140000 0.01140000 0.04556600 -0.63358000 1.32300000 0.00861350 0.00000000 0.00000000 0.00000000 -0.64987000 -0.62598000 -0.00820350 -0.04549900 0.00041593 0.00041593 0.00180300 0.00180300 0.01474900 0.01474900 0.58883000 -0.02054900 0.02806000 0.02806000 -0.01298900 -0.09371400 -0.00332430 -0.00332430 -0.02507200 -0.02013800 0.00777830 -0.63547000 -0.65146000 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9.7388266 12.7184684 11.1349574 10.6641520 9.0573815 7.9345006 10.2681486 NA -1.3251778 2.1341881 9.1402014 9.4511905 9.6470194 10.9197159 6.7191519 9.3480666 4.6520390 TCGA-HD-A634 56 1 130 NA head and neck stage iva t3 n2b mx male 2013 NA NA head & neck squamous cell carcinoma 40 1993 2 white not hispanic or latino 3 5 NA NA 3 3 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.144367e-06 6.935557e-07 37.7358490566038 18.8679245283019 7.54716981132075 26.4150943396226 9.43396226415094 6.28445306 NA 9.92982738 -0.96353183 -0.96353183 10.83863833 2.35845253 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NA 10.47427795 3.68038062 12.05889370 7.12398893 9.02983217 10.05750578 NA NA 13.59129458 7.93134385 11.07784282 9.05194084 10.84068518 8.73696571 4.24598236 8.13718841 1.62147756 3.03652092 11.08228552 10.14635649 9.00086677 10.18754236 9.18118407 9.12531402 3.12398066 8.89295136 8.37191644 -0.96353183 3.28445491 NA -0.02205800 0.23814000 0.34762000 -0.04807200 -0.04807200 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 0.38386000 0.38386000 0.64561000 0.04239300 -0.00013862 0.02370600 0.00849400 -0.02205800 -0.02205800 0.23334000 0.34178000 0.34178000 0.34762000 0.34762000 -0.00595220 -0.00595220 -0.00595220 -0.00595220 -0.77583000 -0.00110870 -0.00110870 -0.00110870 0.00000000 -0.00885260 -0.01856600 0.67548000 0.10555000 0.10555000 -0.02205800 -0.02205800 -0.00788630 0.00166420 -0.00968060 0.00000000 0.00824450 0.00930980 -0.00249380 -0.00249380 -0.00387790 -0.04631200 -0.04631200 0.00069327 0.69521000 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 1.036538 6.894507 10.557636 11.282079 10.734362 11.230667 10.837830 2.206456 11.390500 4.036530 NA 8.056116 7.840657 11.158059 10.947543 10.750342 4.327098 10.959482 8.462791 8.677548 5.967263 10.837830 NA 10.165809 10.000867 8.392097 4.651235 9.103584 7.947109 1.358453 4.591117 5.340306 5.943417 7.450154 7.654912 11.148965 8.552226 2.943415 NA 2.843883 2.206456 4.428846 4.736967 7.516306 11.710718 8.821161 10.239874 8.728270 8.602580 9.912275 7.610173 10.537368 6.198514 10.428290 8.183731 10.188811 14.762504 9.540352 7.591115 10.056811 11.18881073 11.10932843 5.85670439 3.03652092 10.87257624 12.68600662 13.40645714 1.03653850 8.46906788 9.04915044 10.36632221 10.56640534 9.19891719 10.28859988 10.17287625 10.81993341 8.64939451 10.31729661 10.24597927 8.31729683 2.94341503 9.45859055 11.22264012 7.78806967 3.94341503 7.47946906 -0.96353183 1.03653850 9.38746508 6.03652531 7.28919171 8.43098855 10.37526223 10.22264012 10.90071204 6.68757724 NA NA 9.91440816 8.47467331 9.45543264 8.89606079 0.03646817 10.47427795 11.07269952 10.05750578 14.07929673 11.38967269 10.51832534 7.55616191 9.09451769 10.04845200 1.03653850 -0.96353183 9.14766158 8.09603251 9.57859045 8.34713854 11.71534605 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 2 4 NA NA 4 1 5 1 2 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 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 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 2.462123e-06 1.179045e-06 24.0740740740741 28.7037037037037 2.77777777777778 33.3333333333333 11.1111111111111 10.2155848 NA 10.6397245 2.7273759 2.4378669 10.2693562 3.1748378 7.5853607 9.3803875 16.4947364 6.9614346 7.3972305 8.0849317 3.9683857 9.2833630 8.4074993 5.8071076 6.6602655 9.8349532 9.3607051 3.2679552 NA 7.5206132 11.1509730 11.2466584 NA 10.5429084 10.5146885 10.4816597 1.8529177 3.3554110 8.5014479 -0.7321646 13.1784033 9.7924897 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12.5599819 9.4874916 8.2366146 10.3218670 10.0178174 9.8349532 11.2555672 9.0558505 10.1490619 12.7084278 11.7580467 10.8022508 10.1157882 5.8225364 8.3313429 12.2168626 2.2679552 0.8528778 9.3313429 9.3672957 10.3041215 10.8477352 10.9230313 11.0299146 11.0643932 9.2466584 2.2679552 4.2221477 9.5083934 9.7257700 12.2691802 9.5182464 3.9118066 10.7431747 11.6538103 10.9416987 12.0039270 10.4453675 10.4428736 9.2735725 8.0656095 9.5694442 4.9958689 1.2679552 7.3340372 9.8802175 9.6952608 10.0278361 10.9403733 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 & neck squamous cell carcinoma 15 1973 1 white not hispanic or latino 3 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 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2.3997180 12.3371041 -0.1852445 10.4774361 10.7373224 6.6851328 11.4459448 9.7791087 -0.1852445 8.8781628 9.5796393 4.7216570 NA -0.1852445 8.1106284 2.8147760 5.5426883 6.6602584 7.1546176 14.1282885 1.8147555 -0.1852445 -0.1852445 NA 10.3461492 6.7216584 13.0872517 11.4445797 6.8346923 9.1162639 NA NA 13.3039885 5.7455063 11.7194024 6.1001703 9.1479230 8.6943509 5.4871937 10.4522983 0.8147555 NA 9.4658194 6.9127995 7.5082543 8.6221225 8.6851325 12.2180461 4.6727478 8.5829522 6.3997299 NA 9.8175828 NA 0.51141000 0.48578000 0.01140000 -0.00083160 -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 -0.00324860 0.00235810 -0.00691950 -0.00691950 0.55195000 -0.00083160 0.00221930 0.00221930 0.01014600 0.13954000 0.00346870 0.00346870 0.00346870 0.55054000 0.46195000 0.47821000 0.00000000 0.00000000 0.00000000 -0.00567570 -0.01011500 0.00416320 -0.00048256 -0.00048256 -0.00207840 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13.1378225 5.6221221 11.0002627 9.9388890 8.7156346 7.5562347 11.6785669 NA 8.7216584 5.2741983 8.9232921 7.9075246 8.6974107 5.7386300 2.1366836 2.3997180 4.8147657 8.3846232 7.5426883 9.6974109 10.6882118 7.9388891 0.8147555 NA NA 6.685133 10.796335 7.685132 8.198472 11.565056 8.081554 11.136696 10.312620 8.127651 9.322562 5.274198 10.050782 2.435362 10.737322 10.349071 8.494248 13.741800 7.338330 3.721657 8.048388 10.3225624 11.4322352 10.7126132 1.3997180 9.5117353 12.3163562 13.5127062 8.6820465 8.5763188 6.5562347 11.2331475 8.4901601 7.6974110 10.9453383 9.0579416 3.1367000 8.9127998 8.9846927 4.3383317 8.8091211 10.6397265 8.6974107 13.4901735 5.8371359 5.3997317 10.3626263 NA NA 8.0242210 8.3577996 11.4459448 9.7791087 10.3969098 9.5796393 10.0531724 7.3693565 NA NA 10.7727476 6.8259955 9.1411972 4.0626916 1.8147555 10.3461492 9.5238516 9.1162639 12.4792150 11.1898072 9.2577112 8.3959685 7.8808569 11.6140493 3.2742020 NA 1.3997180 9.9114302 8.1723200 8.0387692 10.2894876 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 & neck squamous cell carcinoma 25 1963 NA white not hispanic or latino 3 5 NA NA 1 3 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 NA NA NA NA NA NA NA NA NA NA 10.1708750 NA 10.9697261 -0.1328943 3.0370132 10.5448138 NA 6.1338799 8.7814794 16.5950479 6.0269660 8.3162431 9.2091689 NA 9.4716474 9.0667665 5.8212893 3.5109493 12.2336896 10.5783310 -1.1328943 NA 7.7799833 4.8212918 11.2243713 NA 10.4734994 10.8447319 10.5244126 -1.1328943 2.3265373 8.5279993 NA 14.5630837 7.8586158 9.0318881 11.0780699 6.0569195 4.3589448 12.1077365 -1.1328943 NA 12.6383773 8.8443740 -0.1328943 11.3445995 1.4520682 11.5156765 4.3265230 NA NA 4.5675333 -1.1328943 16.5205052 16.7294135 12.7363024 11.1634369 12.3559385 NA NA 1.1890338 10.5395195 9.3326605 12.4405047 10.2480963 2.9167250 18.1920899 18.8008209 10.9186430 NA NA -1.1328943 11.4009106 NA 6.3017230 4.6999846 10.7024775 10.6868741 10.6619161 15.2848808 9.2464725 0.4520682 5.8212893 11.4690970 0.8671057 9.6744492 11.5977257 8.8443740 11.6058198 11.0989154 NA 8.1799772 11.4944001 3.3906539 -1.1328943 NA 8.3353926 7.7405384 3.6744494 9.4982712 9.0838402 10.9039547 0.4520682 NA 9.9944437 NA 11.6169636 8.8472337 13.1286015 11.9591906 9.8806263 10.3382613 NA NA 13.8287248 8.8741213 11.5259751 5.4670055 10.1340213 9.6784688 10.8825092 10.3911462 1.8671057 0.8671057 11.0704422 8.3183051 11.3154686 9.8832060 8.9730028 10.8205631 2.6744381 8.5822670 8.9651263 -1.1328943 11.1238925 0.4520682 -0.0355850 -0.0647010 1.2016000 0.1092100 -0.0095426 0.0034687 0.0034687 0.0111210 0.5931400 -0.6945000 0.1200500 0.8176600 0.7132100 0.6401100 0.0141900 0.0141900 0.0183830 -0.6803100 -0.0084385 -0.0087146 -0.0256200 -0.0256200 -0.0091286 0.0095883 0.0248290 0.0248290 0.0713910 0.0585090 -0.0131270 -0.0107840 0.5773700 -0.0355850 -0.0355850 -0.0647010 0.0015255 0.0015255 0.0015255 -0.0138150 -0.0059522 -0.0059522 -0.0059522 -0.0059522 -0.0059522 -0.0095426 -0.0095426 -0.0095426 0.0034687 0.5931400 -0.6923300 -0.8117000 0.6401100 0.0141900 -0.0089906 -0.0089906 -0.0047079 0.0183830 -0.6809500 -0.0180780 -0.0256200 -0.0256200 0.0000000 0.0040243 -0.0091286 0.0960890 0.0960890 0.0095883 0.0345360 0.0022193 -0.6487400 0.1617700 -0.0131270 0.0749840 0.0749840 0.0585090 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 0.038 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 0.038 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 NA 6.9860354 10.2306814 11.6211466 10.8048358 10.8361209 10.7649397 NA 10.8234703 5.5109493 -1.1328943 1.8671057 6.9860354 9.2583378 10.9782299 14.3989630 4.9402701 11.5507468 8.5465743 8.7219471 7.1432189 10.7649397 NA 10.4369498 3.5675333 7.9887313 4.5675333 9.7389995 7.4967060 2.5675454 0.8671057 6.1617144 6.2764855 8.8241963 8.5984132 10.3377530 8.2764850 -1.1328943 0.4520682 NA 10.0206462 11.6633367 10.9056566 10.6089825 11.5064349 7.9223769 10.0722765 11.5217302 9.5306523 10.3609497 6.1338799 11.0753285 4.9781270 11.5977257 10.8154614 10.5452541 12.7116833 0.8671057 2.3265373 9.2796640 11.3051063 12.0023225 11.7645615 2.0370307 11.4245579 10.9375506 14.4568907 9.8450895 8.5395194 8.5588378 12.2547077 9.9210268 9.5046248 10.3100376 8.7679610 12.2336896 10.6001095 9.6369320 6.7558370 12.6383773 11.3445995 9.4407413 11.1634369 6.5109508 6.1432179 10.9186430 NA 0.4520682 9.1408898 7.7343730 11.6058198 11.0989154 11.1286015 11.4944001 11.4515870 8.3407999 NA NA 9.5808932 9.6512709 9.3758794 5.0168395 0.4520682 11.6169636 11.3694287 10.3382613 12.4131446 10.6619161 9.5864829 7.9519025 7.9223769 9.7405384 3.5675333 -2.1916561 6.5465750 9.3218871 9.5359792 9.3639479 12.3092602 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 & neck squamous cell carcinoma NA NA 0 white hispanic or latino 1 6 2 1 1 3 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 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 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 5 0 0 0 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 0 0 0 0 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 3.065151e-06 1.031005e-06 44.7368421052632 23.6842105263158 7.89473684210526 17.7631578947368 5.92105263157895 8.475289612 NA 10.603068259 1.583182079 4.856188951 10.922523825 0.413269114 5.181428592 8.898066531 16.462181733 7.338056206 8.291294584 8.060701875 NA 9.783930992 8.892013301 4.952403463 4.168128530 8.993502279 8.132632362 2.998213559 -1.586839224 9.562990867 4.905095729 10.891001930 NA 10.771894902 10.183081518 10.308440288 -0.001732274 2.113667165 8.676782907 NA 14.150332524 8.791538657 9.692221605 10.306924427 7.311088906 5.258733730 11.756151686 -1.586839224 NA 13.438815824 8.722720113 -1.586839224 11.043738336 5.993389055 12.621325575 5.320134432 NA -0.586839224 7.064295473 2.872671187 16.242365191 16.649626033 12.278818419 11.591597284 12.413771900 NA NA 2.500700092 11.349145358 8.583168537 10.930174784 9.539302686 NA 17.294886416 18.934747298 12.451391051 NA -0.586839224 NA 10.826342634 NA 6.349881849 5.057099304 11.091771161 9.870111455 10.559812319 15.316545839 9.623914951 6.168130536 3.661168118 11.455758063 NA 7.430051887 12.392816215 8.042600019 10.501369377 10.945843083 3.500712838 8.421672283 11.124910635 5.707864332 NA -0.001732274 7.232177219 4.735170125 4.998204531 8.880849264 10.466490801 11.491060799 -0.001732274 NA 5.532186026 NA 10.827928874 8.963990477 12.941697773 11.531211349 8.069024885 11.101493948 NA 1.220577607 13.281391001 8.127489354 11.779565886 7.424471176 8.714739728 10.181216997 7.682370334 11.128776697 1.735175542 -0.001732274 11.068997957 8.142864210 11.629837985 9.335828010 8.859293126 12.529912527 2.583158004 9.327853053 8.999145119 -0.001732274 10.117147228 NA 0.00583090 -0.01656700 -0.00747200 1.36800000 1.36800000 -0.08936300 -0.08936300 0.00000000 0.00000000 -0.57002000 0.50134000 0.50134000 -0.58745000 -0.58745000 3.58250000 -0.52594000 0.34795000 0.34453000 0.01028500 0.01028500 -0.02808100 0.54030000 -0.04658300 -0.21639000 -0.07227400 1.24420000 0.38006000 0.16115000 0.00875280 0.00875280 0.00875280 0.00583090 -0.01656700 -0.02062000 -0.34882000 -0.34882000 -0.32959000 -0.32959000 -0.05778900 -0.05778900 -0.05778900 -0.05778900 -0.05778900 -0.01807800 0.01279500 0.08449800 0.05765300 0.00000000 0.00000000 -0.58297000 -0.58745000 -0.00830050 -0.03326900 -0.03326900 -0.03326900 0.34795000 0.34453000 0.00555290 -0.02808100 -0.02808100 0.00083195 -0.00136090 -0.04658300 0.01349200 0.01349200 -0.21639000 -0.21639000 -0.72473000 0.07800600 0.13909000 -0.05469000 -0.04928900 -0.04928900 0.04414300 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 3.442 3.442 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 -0.069 0.501 -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 3.442 3.442 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 -0.069 0.501 -0.579 0.519 0.000 0.000 NA 6.5112751 10.8392463 12.0421448 11.2260226 11.1783225 11.1238349 4.1411630 11.1315625 7.1714671 -1.5868392 0.4132691 7.0607024 9.3358280 10.5508753 13.8652596 4.1019862 11.6033770 8.0516793 9.0441843 5.6516487 11.1238349 2.8055607 10.9095981 3.3674410 9.0016773 8.0205739 10.0164063 7.8579686 3.5831700 NA 9.1554603 4.9050957 8.9030916 10.4803419 9.8310961 7.1580774 0.7351755 1.7351755 NA 6.495393 11.700235 11.760421 11.465302 11.164788 8.971664 10.307683 11.571380 7.822635 10.831623 7.928943 10.098430 4.613897 12.392816 8.747517 10.435612 12.701496 7.271225 5.717024 9.319383 11.5707485 12.0189546 10.5292627 -1.5868392 11.2453425 11.4090108 15.2648702 9.9687915 9.6245235 9.0714551 12.1901907 9.2871183 8.5881693 10.6336220 9.1962419 8.9935023 10.9627877 8.8716502 5.7078643 13.4388158 11.0437383 10.5026942 11.5915973 6.6847065 5.4576370 12.4513911 NA NA 9.4195696 9.4244710 10.5013694 10.9458431 11.4783231 11.1249106 11.9696300 10.1487997 0.4132691 NA 10.8581239 7.4630919 10.4107760 5.0570993 3.2205931 10.8279289 11.3608806 11.1014939 12.2326245 10.5671124 10.5553508 9.5655284 8.1274894 10.7230042 2.1136672 -0.5868392 4.4356086 9.2892846 9.9284507 9.6486596 11.2743306 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 & neck squamous cell carcinoma 30 1963 0 white not hispanic or latino 3 2 NA NA 1 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.935557e-07 5.201668e-07 59.4594594594595 10.8108108108108 0 18.9189189189189 10.8108108108108 9.5048168 NA 11.1557426 4.8207917 7.6836403 10.2178146 1.7333110 6.5146872 8.1679555 13.9327952 6.5577562 7.8207904 7.0492321 -0.8515214 8.6098443 8.8030010 4.4970950 2.9557220 5.8898313 7.1313580 2.3182879 NA 13.1541648 5.6077978 10.9431869 2.6077919 9.6006061 10.2364906 10.2496840 2.6955707 5.9938555 9.2458308 NA 12.1457208 10.2698984 9.5522078 10.7662914 8.0642443 8.3431217 12.1750612 4.5746283 0.7333543 13.8245975 8.8047896 -0.8515214 12.3217297 7.3798739 11.8172499 6.2251804 NA NA 3.5406845 0.7333543 14.0616260 13.3026751 12.2285162 11.3066590 11.8660413 -0.8515214 NA 6.0310069 10.5081145 8.6601175 11.5361130 9.7454863 NA 18.8679225 15.3811980 7.9492647 NA 2.9557220 2.3182879 10.9981609 -0.8515214 9.7314477 1.4703026 10.6639267 10.5619928 11.3596448 15.0062001 8.5535064 6.7922216 5.1707343 10.8762853 -0.8515214 10.7436223 11.4323214 6.8965576 11.7452534 11.0435615 1.4703026 8.6341943 10.7115612 7.2411223 2.6077919 0.1483484 8.1354866 7.0063463 5.7777222 8.1342066 10.2144540 11.7818143 1.4703026 12.0996496 6.0063452 2.3182879 10.7813600 7.7958234 12.8740507 11.2104110 9.1627619 10.3523245 2.1483810 1.9557220 13.0384391 6.9099159 11.3971820 10.2536187 9.8953494 8.9855038 10.2955698 11.0271822 4.8762861 3.0552477 10.7167961 8.2331734 11.2834328 9.6190237 9.4360773 10.6591290 3.0552477 8.6719267 7.6561595 1.4703026 10.5572253 1.4703026 0.00263570 0.00263570 0.00458000 -0.02527700 0.00124810 0.00736090 0.00736090 0.80267000 0.80267000 -0.00940460 -0.00940460 -0.00940460 -0.00581400 -0.01647900 -0.84979000 -0.01587900 -0.01808800 0.77772000 -0.00816240 -0.00816240 0.00041593 0.00041593 -0.01958900 -0.03490400 0.00000000 0.00000000 -0.03871400 0.06680200 -0.01773100 -0.00429290 -0.00429290 0.00263570 0.00263570 -0.00396770 -0.00083160 -0.00083160 -0.00083160 0.00458000 0.00861350 0.00861350 0.00861350 0.00861350 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 -0.01808800 0.79975000 -0.00816240 0.00041593 0.00041593 -0.00595220 -0.00595220 -0.01958900 0.75261000 0.75261000 -0.03490400 -0.06303200 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 NA 6.841852 10.864756 11.816585 11.623592 10.713943 10.748742 6.909916 11.082793 8.607796 2.470303 6.566217 7.532069 8.235828 9.827845 14.445783 4.642782 11.474513 7.574630 8.146504 6.792222 10.748742 NA 9.393918 10.322042 9.333091 4.235827 8.783176 8.023777 6.090879 5.523405 5.942782 7.675842 8.712514 7.532069 10.373572 7.561993 3.235834 4.102557 NA 2.848798 10.781360 10.743604 9.993071 12.140241 11.170386 10.152585 10.094540 7.256889 9.779542 6.338189 10.887302 3.989330 11.432321 10.348037 9.819906 13.823369 8.424489 1.733311 9.349264 10.825204 12.421578 11.597514 2.318288 11.025649 10.039389 14.672447 6.367534 9.498199 8.683640 11.721302 7.041424 9.101106 9.896558 9.877986 5.889831 9.682668 8.058258 7.640218 13.824597 12.321730 10.281507 11.306659 7.323291 1.733311 7.949265 4.505916 2.148381 9.448717 9.834865 11.745253 11.043561 9.474794 10.711561 10.655168 8.786801 5.929725 4.433767 10.121481 9.394571 9.657150 8.772246 2.607792 10.781360 10.726738 10.352325 12.547776 10.227183 11.257869 9.395105 8.403393 10.758467 NA NA 7.396292 10.123267 9.500408 9.355379 10.253619 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 & neck squamous cell carcinoma 10 1961 0 white not hispanic or latino 3 1 4 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.456467e-06 6.242002e-07 31.6666666666667 13.3333333333333 1.66666666666667 26.6666666666667 26.6666666666667 7.1757072 NA 10.4739435 NA 1.7162886 10.0576092 7.0261306 5.7606707 8.4866645 15.5661206 7.1425401 7.0382035 8.2605964 NA 9.4932570 9.6241678 4.8317506 4.0382079 5.8455578 8.3012383 0.1313261 NA 3.7751665 3.8861989 11.3507843 2.1313261 11.4453299 10.5643770 11.0483123 0.7162447 2.3012364 9.2171575 5.8037385 13.2038646 9.2385304 9.6211612 11.2450554 8.6529138 5.6231675 13.1035751 1.1313261 NA 11.4758866 8.8019696 NA 11.9896828 12.2502462 12.7530217 3.9892934 NA -0.8688056 4.9126738 1.1313261 14.6070457 14.7944418 12.6204086 11.0253730 12.5085238 2.4532542 NA 3.1313096 10.2014342 9.5041782 10.6733778 9.6161362 1.4532278 18.4522438 19.5907699 9.1550676 6.3980989 1.7162886 -0.8688056 11.5737384 2.7162666 6.6859023 6.2502548 11.2084895 9.7561088 10.6291651 15.3388233 9.3732963 5.9257289 1.9386622 10.9036278 1.1313261 10.1770729 11.7599502 7.5948374 9.2332889 11.5984093 4.9892934 8.2987312 11.1355337 4.4167182 NA NA 6.0745311 5.2810602 5.4167148 9.4120839 9.1327215 10.8412586 NA NA 7.4800413 NA 10.5994281 8.1143066 13.0882338 12.0849641 9.2510326 11.0378281 -0.8688056 0.1313261 13.6642170 8.8524125 10.9578617 7.1757072 9.8481326 10.0089347 9.4293758 11.5049941 2.9386622 NA 9.5009106 8.0531542 12.3245305 8.5214823 8.9642034 12.3494223 1.4532278 9.3579784 8.1143066 1.1313261 12.5280518 NA 0.0408920 0.0408920 0.0540910 -0.0507760 -0.0507760 0.0645290 0.0645290 3.6569000 -0.1295300 0.0655130 0.0655130 0.0655130 -0.0890370 -0.0890370 -0.0900960 -0.0900960 -0.0764120 -0.0764120 -0.1018400 0.0396190 0.0542330 0.0542330 0.1383500 0.0646000 -0.0560380 -0.0560380 0.2192900 0.0000000 -0.0474540 -0.0474540 0.0625080 0.0408920 0.0408920 -0.0415710 0.0540910 0.0540910 0.0540910 0.0540910 -0.0951200 -0.0951200 -0.0951200 -0.0951200 -0.0951200 -0.0507760 -0.0507760 -0.0878440 0.0645290 -0.1295300 -0.1295300 -0.0063178 -0.4233100 -0.0900960 -0.0994720 -0.0994720 -0.0994720 -0.1028900 -0.0764120 0.0396190 -0.1639600 -0.0176910 0.0342540 0.0342540 0.1383500 0.0277780 0.0277780 0.0646000 0.0719660 -0.0560380 -0.0971000 -0.0971000 -0.0948560 0.0000000 0.0000000 0.0000000 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 NA 7.8660227 10.2593076 11.9295825 12.1963927 10.4778270 10.9795450 -0.8688056 11.3822037 2.8317557 NA 3.8861989 6.6859023 8.2214257 10.0486854 14.8086200 4.2883586 11.8859920 7.9673635 8.6727778 5.3792397 10.9795450 -0.8688056 10.3143282 3.3792467 9.0722728 3.1313096 10.2937045 7.0717144 3.2187812 -0.8688056 6.8660227 5.5407031 8.5150174 7.1256666 10.2378762 7.7349399 3.3792467 4.2605978 NA 4.989293 10.511233 15.144894 12.006679 12.141142 7.586640 11.037452 11.418160 7.909390 10.343810 6.590744 11.039706 5.672796 11.759950 9.487765 10.421908 12.585096 8.517176 1.938662 10.148818 11.2647766 11.9838428 11.8444849 -0.8688056 11.2647766 10.9542823 15.1370908 9.9273528 9.2605962 9.4744989 12.1728013 9.0373320 8.3456323 10.3223724 8.2214257 5.8455578 11.3525983 8.1838815 9.4767185 11.4758866 11.9896828 10.7890783 11.0253730 5.1085914 6.0139557 9.1550676 3.5236247 -0.8688056 8.9924002 9.4190256 9.2332889 11.5984093 10.6839824 11.1355337 11.2210947 9.3260701 4.5907457 3.9386716 9.8197122 7.8421196 9.5438831 9.5554795 2.1313261 10.5994281 11.5185228 11.0378281 11.9881278 10.2968484 10.5079813 8.3792406 6.7679381 10.4213321 NA 2.4532542 10.1021382 7.9088315 9.7715581 9.7321554 10.3565206 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 & neck squamous cell carcinoma 45 1983 0 white not hispanic or latino 4 3 NA NA 1 1 2 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 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 6 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 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 0 0 0 0 0 0 0 0 4 6 0 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 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 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 5.721835e-06 2.254056e-06 25.7510729613734 54.0772532188841 0.858369098712446 12.0171673819742 7.29613733905579 9.08740052 NA 10.64163390 1.27619887 3.20218261 10.35193293 2.12419577 5.14408309 9.11160519 16.72603785 6.61247046 8.08611499 8.81844445 NA 9.46699880 10.13913358 5.89606837 1.95427077 1.53923327 8.10654305 1.76162569 NA 6.61959348 8.99317730 10.42847114 4.90845267 10.37000000 10.19087050 10.25689720 -0.04572923 2.27619887 9.14287187 NA 14.31722941 8.69066013 9.35620435 10.59540687 7.11916524 5.22104571 11.91027133 0.53923327 NA 12.48136868 8.56896808 0.53923327 10.73438786 5.26132395 11.89402111 7.42999165 -0.04572923 NA 5.12418336 3.41368885 16.22575729 17.53029316 12.61142259 11.52197672 11.34979236 -1.04572923 NA 0.53923327 11.79798306 9.06930180 10.70161204 9.29410836 NA 17.95597430 18.47474073 11.51435220 NA 0.53923327 NA 11.24225915 NA 7.08354102 5.32929944 10.42165998 9.78398090 10.58407021 15.25237453 9.71414641 1.53923327 5.46205232 12.26614843 NA 9.65902652 11.31067997 8.21400140 10.21694043 11.14562594 NA 8.81689565 10.80873706 6.36364944 NA 1.95427077 6.33016576 6.67535726 8.59269398 9.25917996 10.67107767 11.21694037 1.53923327 -1.04572923 6.68217858 NA 10.85096909 7.92004255 12.68896787 10.60036687 9.87970148 11.01697901 NA 2.65468758 13.45597106 8.95707330 11.52766877 7.24427725 9.08602526 9.45728894 8.53734111 11.03307619 1.53923327 -1.04572923 7.64774550 9.59901590 11.02706079 9.89383740 9.57722525 13.16690662 2.27619887 9.39126121 8.21164596 NA 10.12104895 NA -0.21429000 -0.21166000 0.80365000 0.48785000 0.48785000 0.27821000 0.27821000 0.03031000 0.02384900 -0.48056000 0.22841000 0.24109000 0.13155000 0.13155000 0.05608500 0.03543200 0.03411300 0.03411300 -0.45950000 0.02146300 0.00000000 0.00000000 -0.20871000 0.02062300 -0.18345000 -0.37381000 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 -0.19437000 -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 -0.49569000 -0.06871400 -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 NA 6.21164693 11.63373834 11.25289364 10.84945483 10.64294565 10.60396352 6.92580127 11.65643094 7.12918409 -1.04572923 -0.04572923 6.87312170 9.89677271 10.72616033 13.72755201 4.04129556 11.53569422 8.55417095 8.85833572 6.58361536 10.60396352 1.53923327 10.11286795 3.90845747 8.55556464 7.01495443 10.11602003 8.07729321 1.53923327 -1.04572923 6.83690120 3.27618397 8.69909211 10.04569360 10.14470030 7.04172157 0.53923327 3.59811505 NA 7.516501 11.628892 11.209281 10.115390 11.032409 8.124183 10.527650 10.855125 8.273930 9.717471 7.244277 9.945071 4.323723 11.310680 9.438074 10.444106 12.899553 7.934398 4.539221 8.965486 11.03973069 12.60631894 11.67086339 NA 11.24110476 10.88166584 14.77891673 9.43100443 9.58452531 8.23734669 11.76462905 9.98487028 8.72574763 10.53121496 10.00138216 1.53923327 10.90335542 9.26827484 7.08354102 12.48136868 10.73438786 10.92220499 11.52197672 5.59811505 6.64774478 11.51435220 -1.04572923 0.53923327 9.02706086 10.80834740 10.21694043 11.14562594 11.55207802 10.80873706 11.18547944 9.27053969 4.68217999 -1.04572923 10.27735238 7.86415147 10.51602352 6.33796258 2.76160442 10.85096909 11.80581210 11.01697901 12.62811937 10.96338706 10.44661221 9.64948649 7.20692351 9.59269417 1.53923327 NA -0.04572923 8.94348243 9.45709005 9.50788758 11.32576265 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 & neck squamous cell carcinoma 60 1982 5 white hispanic or latino 1 4 NA NA 1 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4.161334e-06 1.5605e-06 24.6987951807229 12.6506024096386 2.40963855421687 33.1325301204819 27.1084337349398 6.5025677 -1.1341603 10.5165464 NA 2.0358702 10.1582651 2.8659386 4.6988352 9.2763948 16.2487363 7.4806529 7.5594306 8.0207616 NA 9.1162418 10.0464741 5.5524447 4.0358702 -1.1341603 8.5921614 2.0358702 -1.1341603 5.2234959 8.3130268 9.9861812 0.4509077 10.8392820 10.5321674 10.2943036 -1.1341603 0.4509077 7.9447612 1.6732850 13.1107532 5.5663829 10.6473031 8.9666058 5.5241546 5.9534073 12.0349288 -0.1340020 NA 12.1995181 8.9560558 NA 10.8595894 4.1383394 11.3705141 7.3171548 NA -1.1341603 4.1513474 0.8659188 15.7211523 16.1968467 12.8300134 11.3655402 11.3414235 -1.1341603 NA -0.1340020 10.4621331 8.1559622 10.6696709 9.3577965 NA 17.9963430 18.3558070 9.9757740 -1.1341603 NA 1.1878944 10.9563867 NA 4.8432251 3.9952222 9.3598288 9.9082868 10.9316961 13.7514491 9.0042151 6.2837959 1.8659584 12.3349492 0.8659188 9.9600211 13.5073082 9.6191601 10.3522757 10.3672830 NA 8.9926478 10.8514296 5.3895049 -1.1341603 NA 6.1046344 1.1878944 3.0358702 9.4980298 7.4471436 11.6877174 1.6732850 NA 7.4584001 NA 9.9913569 7.8374867 13.3162525 11.2922081 9.0593702 10.8567564 -1.1341603 NA 13.2793069 9.0729576 11.1233312 4.2582626 9.8945401 8.8356320 3.5663890 8.8855341 0.8659188 1.4509077 10.5998061 8.6972505 10.6460730 9.3786839 8.9796856 11.5097996 3.6208327 9.7151921 8.8172280 NA 10.5299461 NA 0.00986690 1.01470000 1.27860000 -0.52747000 -0.51948000 0.04075100 0.04075100 0.02202400 0.02202400 0.01824300 0.01824300 0.55337000 -0.53896000 -0.51496000 -1.06930000 0.05565800 0.02188400 3.65690000 0.01656500 -0.50672000 0.12285000 0.68347000 0.05779600 -0.17675000 1.05020000 -0.49861000 0.04145800 0.79704000 -0.49016000 0.04344000 0.02185000 -0.02284300 -0.02284300 -0.53916000 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0.626 -1.134160 7.192373 10.625832 12.690107 11.049889 11.023922 10.761140 1.187894 12.107182 2.035870 NA 4.593862 5.035870 7.443372 10.841791 13.857199 4.694017 11.607200 8.634128 8.584887 3.865939 10.761140 4.035870 10.291159 2.673308 9.737448 4.796681 9.926639 7.796888 2.772836 -1.134160 4.075396 7.401219 7.313026 9.331510 11.021394 7.469569 1.450908 2.035870 NA 4.075396 10.985209 10.544535 8.742460 11.193496 7.627494 11.306294 10.853563 6.524155 10.582334 6.435799 10.119791 5.295558 13.507308 8.846083 10.636194 13.659932 9.301614 2.865939 10.186744 10.6270790 12.2669562 10.7309033 -0.1340020 9.3767076 11.1058402 15.5607476 9.6349548 8.3577965 8.2859034 11.9801738 9.2751964 9.1103071 10.5290567 9.5533190 -1.1341603 10.6233334 9.5374844 5.5383674 12.1995181 10.8595894 10.5075436 11.3655402 7.3737378 4.1878707 9.9757740 2.3253864 -0.1340020 9.1443929 9.4405370 10.3522757 10.3672830 11.0914521 10.8514296 10.2948269 7.8259452 1.6732850 0.8659188 9.7104765 7.6274945 9.2311722 3.3253720 2.8659386 9.9913569 10.8883112 10.8567564 13.0733391 11.2409828 10.7996341 8.3005718 8.3088869 10.2119030 NA NA 1.6732850 8.3732423 9.7355372 9.1478734 10.0808696 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 & neck squamous cell carcinoma 30 NA 0 white hispanic or latino 4 4 NA NA 4 1 5 1 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 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 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 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 0 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 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 7 0 0 0 0 4.369401e-06 1.5605e-06 26.4367816091954 36.7816091954023 2.8735632183908 20.1149425287356 13.7931034482759 8.994619321 1.004537347 11.621294022 3.396830800 3.704960471 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10.157434101 5.745982156 8.909902382 10.732010510 7.531992722 0.004465437 NA 7.817879671 5.798931835 7.476190482 9.874880248 10.145984097 10.526115969 4.958712780 1.326422296 5.935252287 NA 10.317965390 8.261903100 12.605009200 11.677603684 8.973340630 10.895159757 3.174438379 3.396830800 12.689264102 9.070604804 11.057762579 7.257181325 10.583359900 10.193746984 7.451598526 9.584774074 4.252445937 1.589475878 7.967411304 9.240529716 11.557424690 10.023411170 8.843719154 11.321079868 2.704960471 9.873422887 8.630224162 1.326422296 9.820699133 0.004465437 0.09231500 0.16580000 0.33076000 -0.27643000 -0.27643000 0.00000000 0.00000000 0.26279000 0.26279000 0.04457400 0.25224000 0.08391400 0.32769000 0.32769000 0.07196600 0.07196600 0.07139100 3.65690000 0.03646800 0.05252500 -0.03898600 -0.02096100 0.53555000 -0.16599000 -0.14721000 -0.14721000 0.06310900 -0.43711000 -0.00512270 -0.37019000 0.45054000 0.09231500 -0.37132000 -0.37132000 -0.11535000 -0.11535000 -0.33679000 -0.33679000 1.27890000 -0.35362000 -0.33087000 -0.33087000 -0.34710000 -0.27643000 -0.27643000 -0.36741000 0.00000000 -0.32112000 -0.14721000 -0.37561000 0.07196600 0.07196600 -0.15003000 -0.15003000 -0.15003000 0.07139100 -0.36956000 0.01740400 -0.03898600 -0.03898600 0.00097064 0.54647000 -0.11700000 -0.14374000 -0.14374000 -0.16599000 -0.39375000 -0.14721000 -0.00470790 -0.00470790 -0.35259000 0.07254000 0.00961550 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 3.463949354 6.993199951 10.596505288 11.146303341 10.512310158 9.860162665 11.155849204 9.688387402 10.540276854 7.877959534 0.004465437 3.704960471 7.868701579 10.416026477 10.984297897 13.939588424 3.846493316 11.713168333 8.233333985 8.406589389 5.308295339 11.155849204 0.589475878 10.125401330 4.619225178 8.357927145 5.004514875 10.379533134 8.728773570 4.289915596 0.004465437 6.904054116 6.388220540 8.301431718 8.407527383 9.817494874 9.022715683 2.811861451 6.059798696 0.004465437 9.207863576 11.826887155 10.765588780 7.581943962 11.244710552 9.581944339 12.015567991 12.168007931 8.687510060 11.019125322 9.902360944 10.869862155 4.229480255 13.041194804 10.206026798 10.976777326 11.395565677 12.414436733 2.911403973 10.682675471 11.490093238 12.565445332 10.756059550 1.326422296 11.284416214 10.117606482 14.107306048 9.206639317 9.740071482 9.238135045 11.904438787 10.305302764 8.815087041 10.998154453 10.127990324 4.396830800 11.127990260 9.518243006 7.434968430 11.864050266 10.980005229 10.516762154 10.788332203 5.811869155 5.745982156 9.973182323 6.271302408 0.004465437 9.949227481 9.789150343 11.063521885 10.157434101 10.075307326 10.732010510 11.572471537 8.549479735 1.811881996 9.115651041 8.720065685 9.963481349 11.171619986 9.287603885 6.370837335 10.317965390 11.613463279 10.895159757 12.236036681 10.980363464 10.661387181 8.947029929 7.958711621 10.217619697 1.811881996 3.093678480 6.551409888 7.886180037 9.710147946 10.080662992 10.802582198 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 & neck squamous cell carcinoma NA NA 3 black or african american not hispanic or latino 3 5 NA NA 3 4 3 3 2 3 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 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8.5874303 1.6134374 4.5339931 12.2081500 -1.1939647 10.0197824 12.5977412 11.4340604 11.8594874 10.2547032 0.3909978 8.8788731 10.4050536 5.7008891 -0.1939647 NA 6.8011030 6.1983881 5.9759947 7.1459209 9.3625766 11.4638356 2.1279964 NA 11.3491024 NA 10.9211143 6.5939737 14.1094946 11.3266893 8.3987330 9.7947552 NA -1.1939647 12.4458635 7.1897752 11.0474580 10.4069127 10.4682939 8.9709776 4.7129589 8.2613978 2.1279964 1.3910528 11.2297118 8.8586388 11.5110549 9.9139415 8.0845198 11.9515251 4.2655044 8.4317796 7.6702568 NA 10.6342071 NA -0.01519100 0.01363200 0.12741000 -0.03667400 0.02679500 -0.67122000 -0.67122000 0.00000000 0.00000000 0.01349200 0.01291300 -0.01546800 -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 0.63408000 -0.10946000 0.04726800 0.04726800 0.73810000 0.01363200 0.01363200 0.01302500 -0.69006000 -0.67628000 -0.67481000 -0.67481000 -0.04686000 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 -0.02830300 -0.00152430 -0.04847800 -0.74290000 -0.00013862 -0.00013862 -0.01766600 -0.69532000 -0.69532000 -0.03925800 -0.03925800 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 NA 6.0348892 10.5365408 11.2531538 10.9433820 10.8978365 10.6527363 2.9759970 11.1759405 3.8060662 NA 6.3059158 7.0681656 9.6012985 10.6373779 15.4895587 4.2943928 11.8293052 8.5725994 8.5150339 7.8961828 10.6527363 -0.1939647 9.0937830 5.3452296 8.2379231 4.5339931 8.5741227 7.2432816 7.6795146 1.8060765 5.6640504 7.1324997 7.1279984 8.6562575 9.1723928 8.9224146 2.6134138 9.4050442 NA 5.700889 6.313864 10.092628 10.527597 12.424227 7.058736 12.475952 11.366403 8.483790 9.543318 9.099542 11.340373 6.355201 12.597741 10.815549 9.232335 13.954014 10.380191 4.329633 9.339400 10.2037453 11.4562248 13.0926284 NA 10.5228900 10.7008883 15.4974969 8.0492447 8.4463154 8.3296327 12.8236620 9.3715249 9.7833506 11.1797514 9.6444867 11.0983923 9.6902411 10.4267486 8.9185100 9.6825875 12.4477837 9.5849691 11.0203897 6.0539975 6.3529650 10.6045424 0.3909978 3.1279964 9.1369875 8.4152495 11.8594874 10.2547032 10.5951967 10.4050536 10.2469397 6.5676215 NA NA 9.8206211 8.0396900 12.1188118 13.6055546 3.3910390 10.9211143 9.7566265 9.7947552 13.0156763 11.4458635 11.1948951 9.3510351 7.4499270 9.5475376 5.3138662 -0.2378638 11.9123063 11.3037204 9.7107052 8.1325002 11.0859713 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 & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 6 NA NA 4 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 5 0 0 0 0 1.491145e-06 5.895224e-07 55 11.6666666666667 5 23.3333333333333 5 10.1407376 -1.1137230 10.5551845 3.2786242 5.8635792 10.1917912 7.2613390 6.8862989 9.3831532 16.5957738 7.0711749 7.7000804 7.4899258 NA 9.5613744 9.3030971 5.6237147 7.7349223 10.2317048 8.6227013 3.4712655 0.8862770 10.4996286 10.0091275 11.1253012 2.2082363 10.2416506 10.3395701 10.8520838 -0.1137230 4.6936542 9.2584028 NA 14.3270714 9.7894282 8.9509480 11.3240516 9.0562245 6.8806525 11.2821013 4.2082285 NA 12.7372676 9.6005450 2.0562367 11.8311945 7.7684225 12.0453824 7.8549662 NA 1.2082051 6.3861453 0.4712395 15.1304766 15.5522874 12.0910235 11.0335044 13.2380669 1.8863160 NA 4.7442795 11.5525235 10.0058891 10.9740938 9.9564204 -0.1137230 18.3676398 19.7809913 11.4987073 NA 2.3457370 0.8862770 11.7347268 NA 10.7616649 3.3457370 11.0685510 10.3256109 10.2294852 15.5464626 9.3477790 6.6142195 4.2082285 11.3295021 0.8862770 9.8671532 12.5193821 7.0052405 11.1909360 11.9128230 -0.1137230 8.4157299 11.1682295 7.0309573 NA 0.4712395 6.7821477 5.9415829 6.5867392 9.1946384 9.9987391 10.9159318 3.7931884 -1.1137230 6.5657799 -1.1137230 10.4608930 8.6142199 12.8271636 11.8744516 9.5930977 10.9466577 NA 4.9086688 13.2094950 8.0711749 10.8040445 8.8477492 10.5678542 9.9500316 10.4485419 10.3177971 4.1342292 2.3457370 9.4215749 9.1342271 12.3153139 9.9217859 9.5640191 12.3070493 3.0562193 9.0245457 8.4019994 0.4712395 11.6478508 2.6936542 0.0058309 0.0058309 0.2916700 0.5627600 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 -0.0102320 -0.2972100 -0.0222000 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 -0.3834700 -0.3853700 0.0181030 0.0050333 -0.0713380 -0.0442800 -0.2059700 -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 -0.0414310 -0.0414310 -0.4260400 0.3946300 0.3946300 -0.3005100 -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 4.1342292 7.8199900 10.5789150 12.3961982 11.5990414 10.5152006 10.2548060 11.0084804 11.6604688 8.5028485 0.4712395 3.8862965 7.7064788 8.7886746 10.5110950 14.6818065 4.2661944 11.7158241 9.3282061 8.5807443 6.7255040 10.2548060 3.5867407 10.4418473 4.3125635 8.2569653 6.6610869 9.9830147 7.9491824 5.6005463 0.4712395 7.1622846 5.6676594 9.4029845 9.4834210 9.4418472 7.0309573 2.8862965 5.7317888 NA 6.822938 10.929669 11.443742 11.727667 11.952557 9.609107 10.829913 12.144718 8.775043 10.763967 7.489926 9.967117 4.968450 12.519382 8.733357 10.277543 12.610463 9.814077 1.471239 9.438008 11.2842415 11.9283008 12.1075845 1.6936765 11.3191024 10.4494958 14.5732896 9.9341051 8.5516356 8.8707180 12.7634878 8.4115856 7.8635792 10.4968630 8.5850042 10.2317048 11.3245716 8.1786210 6.5587253 12.7372676 11.8311945 10.7969423 11.0335044 5.7064781 6.6411876 11.4987073 2.7931884 0.4712395 9.7255033 8.4806242 11.1909360 11.9128230 11.0658976 11.1682295 11.1072823 8.6108134 2.6936542 4.5867407 9.7492081 7.4936297 11.5891215 6.7628165 4.5301582 10.4608930 11.5878226 10.9466577 12.0216882 10.4494958 9.8806529 9.2515283 7.2871786 10.1670702 -1.1137230 NA 6.8862989 9.6176440 10.0303204 10.4913160 9.5056024 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 & neck squamous cell carcinoma 20 NA 4 white not hispanic or latino 1 6 NA NA NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.184701e-06 7.629113e-07 43.6781609195402 16.0919540229885 0 21.8390804597701 18.3908045977011 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 -0.00175290 -0.00843850 0.43092000 0.44291000 0.44291000 -0.46780000 3.65690000 0.43631000 0.41346000 0.41346000 -0.01425000 -0.01271300 3.65690000 0.41586000 0.00000000 0.00055459 3.63530000 -0.00705760 -0.02068700 -0.03190500 0.91400000 -0.02027500 0.81532000 0.37858000 0.42419000 0.42419000 -0.00249380 0.42116000 0.42116000 -0.00553750 -0.46131000 -0.46131000 -0.44825000 -0.03294400 0.09681600 0.09681600 0.09681600 0.09681600 -0.45018000 -0.00175290 -0.00175290 -0.00981850 -0.01106000 0.44291000 0.44291000 -0.46780000 0.41346000 -0.01425000 -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 0.23566000 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 NA NA NA NA NA NA 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 & neck squamous cell carcinoma NA NA 0 white hispanic or latino 1 6 NA NA NA NA 2 1 2 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 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 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 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 2.912934e-06 9.70978e-07 39.8230088495575 35.3982300884956 2.65486725663717 13.2743362831858 8.84955752212389 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 -0.037218 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 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 0.224840 -0.167010 0.247160 -0.482920 -0.037218 -0.037218 -0.037218 0.190860 0.055373 0.055373 -0.121610 0.228850 0.228850 -0.076812 -0.076812 -0.076812 0.277890 -0.122650 -0.078967 -0.015329 -0.015329 0.219910 0.219910 0.000000 0.202440 0.202440 0.216220 0.216220 -0.132640 -0.126810 -0.137680 -0.129660 0.089127 0.077106 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 -0.475 0.000 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 -0.475 0.000 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 NA NA NA NA NA NA 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 NA head and neck stage iva t2 n2b mx male 2012 NA yes head & neck squamous cell carcinoma, spindle cell variant NA NA 3 white hispanic or latino 2 6 NA NA 1 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 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 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 1.317756e-06 6.588779e-07 40.3508771929825 14.0350877192982 3.50877192982456 31.5789473684211 10.5263157894737 11.1101280 NA 10.6649163 5.1540566 7.3031478 10.3317171 2.1998451 5.5217889 8.1885448 15.6281712 6.3188013 7.0886038 9.4572479 NA 7.8758169 9.5975347 5.4638349 3.0072134 1.5218046 8.0733040 3.8437126 -0.8001235 12.9694913 8.0886033 10.5819437 NA 9.7292907 9.8828547 10.0825032 NA 5.6092497 8.5383515 NA 12.4019839 11.7248914 9.2319059 10.4829484 8.3970769 7.8616384 10.3044588 6.4944812 NA 11.6954653 8.1857021 -0.8001235 6.2551419 4.6742968 12.2068873 6.7155598 NA 4.3291451 2.0072314 NA 15.1392543 14.7466503 12.2702796 9.8985648 12.7530094 NA -0.8001235 5.3083827 9.6039373 8.8810984 10.3970768 9.2401497 1.1998765 16.0915845 12.9799897 10.3603619 NA 3.7848180 4.2873245 11.3223646 NA 8.6633845 1.5218046 9.7333359 9.7659141 10.5727251 16.8907447 8.5727252 5.3896838 6.7544493 11.8850469 NA 11.0946779 10.9924552 7.7194963 10.1656444 12.3354091 2.0072314 8.8509119 10.0072150 9.5013563 NA NA 6.8213263 6.9746475 5.4477875 8.8401050 9.4202384 11.2325946 -0.8001235 NA 4.0578401 0.7848390 10.7881062 8.5705476 13.1250436 10.0208368 9.3982315 9.3534122 NA 4.8722870 13.9811686 7.2605564 12.0603651 10.5007845 10.5167865 9.2592044 6.2873227 11.3191255 4.9003017 0.7848390 8.9379523 9.5541095 12.2154494 10.1821407 9.6531308 11.3562592 2.9002969 9.0984917 8.2740016 2.0072314 1.5218046 3.0072134 0.01467400 -0.00885260 0.04400700 0.39031000 0.41714000 0.00000000 0.00000000 0.30489000 0.30489000 0.31113000 3.65690000 0.38778000 0.09405600 0.09405600 -0.05671200 -0.05104600 -0.34859000 -0.34033000 0.00624810 0.00624810 -0.17018000 -0.17018000 -0.10592000 0.23241000 -0.29343000 0.12682000 0.05508800 -0.00225390 0.17181000 0.32221000 0.24373000 0.01467400 0.01467400 -0.00885260 -0.27894000 -0.27894000 -0.27894000 -0.27894000 0.00000000 0.00000000 0.00000000 0.00000000 0.00041593 -0.32368000 -0.32368000 -0.32368000 0.00666530 0.30489000 0.30489000 0.31113000 -1.02140000 -0.05671200 -0.05010000 -0.39730000 -0.02861100 0.03467700 -0.33087000 0.00624810 -0.39453000 -0.17018000 -0.00083160 -0.00083160 -0.13985000 -0.03572100 -0.03572100 0.23241000 -0.14142000 -0.69505000 -0.09366700 -0.09366700 0.18374000 0.00722170 0.00722170 -0.00225390 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 0.184 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 0.388 0.388 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 0.184 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 0.388 0.388 0.000 0.000 0.000 0.000 NA 5.8863599 11.1449381 12.6411184 10.9243739 10.6428035 10.0763770 4.5217857 11.4080944 11.5554865 NA 3.9547454 6.9277803 10.6720432 10.3970768 11.2418614 4.0144089 12.6337063 5.5574132 8.1850191 6.5574116 10.0763770 NA 10.3226881 5.1540566 8.6376954 7.1127491 9.2040805 8.7801752 4.7234220 1.1998765 5.7997738 4.1998608 8.3136023 10.9282058 10.1642010 6.8509119 3.6592967 0.1998765 4.154057 6.428678 12.270316 8.452502 2.784818 11.844392 13.117325 10.633967 10.933299 8.305769 9.806265 8.336851 9.877580 4.801257 10.992455 9.423862 10.184279 13.889205 3.369788 NA 10.058618 11.223614 12.277677 10.908082 3.287325 10.652616 10.487572 13.372753 6.521789 8.379769 9.005604 11.412356 8.009178 9.057841 11.024023 9.480631 1.521805 9.518403 7.553007 8.310996 11.695465 6.255142 10.926078 9.898565 7.276675 5.057840 10.360362 1.521805 1.199876 8.638652 11.366965 10.165644 12.335409 10.801631 10.007215 10.548588 7.651071 5.675593 3.592182 9.808032 8.575942 12.495486 5.369784 5.057840 10.788106 11.541935 9.353412 12.665299 10.489303 9.657241 10.063272 10.352145 9.939641 1.521805 0.784839 1.784839 9.087462 9.051609 9.352145 10.174992 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 & neck squamous cell carcinoma NA NA 0 white hispanic or latino 1 4 NA NA 3 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.016967e-06 1.040334e-06 20.3389830508475 9.32203389830508 6.77966101694915 38.9830508474576 24.5762711864407 8.06195004 NA 10.63829960 1.49973110 3.49970560 10.54853527 9.09029480 3.89202180 8.42303521 13.79902318 7.96731331 7.87257270 7.98352380 -0.50021788 7.80804712 9.20014752 5.76649446 1.08467660 2.89202180 7.63413437 1.30707874 NA 9.05333701 9.31268741 11.03352418 -1.50021788 10.75119020 10.02767341 10.06433374 2.66963910 0.82162859 8.02432799 NA 13.15210468 7.76415039 10.49900324 10.43487286 7.02718502 4.92597094 12.92341466 3.40660469 -1.50021788 13.61523922 8.95708869 NA 10.46043378 4.62093238 12.19819546 4.47699078 -1.50021788 NA 4.95913953 -1.50021788 12.57727046 13.23103057 12.56492956 11.54870547 12.80826017 0.82162859 NA 1.08467660 10.21137474 9.81032067 11.18883224 10.23610977 -0.50021788 18.00419322 17.63649122 9.57251038 NA -1.50021788 NA 11.64436605 NA 6.00750276 5.93433722 10.73438455 10.29858455 10.31709125 15.36568268 9.56107902 5.59773973 3.54410203 11.34146873 -0.50021788 10.27860626 13.37131857 9.42896623 10.82782172 11.28964896 NA 8.78626571 10.78221712 5.77583280 -1.50021788 -1.50021788 6.27000746 4.38234908 5.05429716 9.54614978 8.33259785 11.29574741 -1.50021788 0.08460858 6.43044586 NA 9.45680984 8.33733556 12.78445965 10.81372452 9.39524514 7.57919297 4.95913953 1.49973110 13.00539534 8.71159608 10.59741078 7.97341382 9.71756248 10.04179178 6.80804648 9.75532659 2.58717294 2.20015905 10.02473924 9.50883665 10.71372330 10.27325921 9.61410080 11.86329506 2.40659109 9.08654761 9.06099579 1.08467660 11.32982683 NA 0.6119000 0.5978200 0.6715900 0.1112500 0.1587600 0.0227250 -0.3307500 0.4228400 0.4228400 -0.6219800 0.3278500 0.3401500 -0.3092100 -0.2969700 -0.3079900 0.0104170 0.1826800 0.2972500 0.6811700 -0.3014500 -0.3280900 -0.3162600 0.0108420 0.5468300 -0.6124900 -0.2575700 0.0043021 0.1445900 -0.2486100 0.0603650 -0.0053992 0.6119000 0.6119000 -0.7064400 -0.6128700 -0.6128700 -0.6128700 -0.6300300 -0.0527340 -0.0527340 -0.3419400 -0.3707600 0.2384500 -0.2944900 -0.2944900 -0.2944900 0.0251100 0.5070700 0.0157270 -0.6219800 -1.1653000 -0.3079900 0.1453300 0.1453300 -0.6123900 0.1705100 0.3005900 -0.3014500 -0.6202600 -0.3280900 -0.0142280 -0.0142280 0.0076392 -1.2929000 -0.2853700 0.3194800 0.5468300 -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 0.326 0.547 -0.612 -0.612 -0.312 -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 0.326 0.547 -0.612 -0.612 -0.312 -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 NA 6.3006070 11.3607948 10.8473292 11.3268520 10.7650299 11.3306191 -1.5002179 11.0879540 5.5220746 NA 4.6082297 7.0035337 10.5372548 10.2057721 14.6030571 2.1202856 11.9312054 9.5475135 8.2983742 5.4185712 11.3306191 0.8216286 10.1927591 2.7476452 10.2707887 6.0310886 9.7523378 7.6825740 2.5871729 1.0846766 7.1721334 4.8395565 7.9915610 9.0330375 9.3038390 7.0466024 1.4997311 -1.5002179 -1.500218 3.200143 11.868760 11.541485 12.259804 12.612310 9.104261 11.645162 11.481453 7.326256 11.257098 6.319887 10.291685 6.150401 13.371319 9.334969 9.783954 13.215120 10.445152 1.307079 9.252088 9.7079421 12.2868962 12.0656429 -1.5002179 11.2701652 10.0393513 15.3523936 9.3654410 9.1923234 9.2018806 10.9506613 9.2892415 9.0173772 10.1672630 9.7500063 2.8920218 11.2614668 9.9835237 4.9915627 13.6152392 10.4604338 10.3202858 11.5487055 6.0996213 4.6895340 9.5725104 5.1721314 -1.5002179 8.5898204 9.4618809 10.8278217 11.2896490 11.1791879 10.7822171 12.0034094 9.5871707 0.4996801 3.0846766 10.4849770 7.6108432 8.6808602 7.6212416 3.0232731 9.4568098 11.2701652 7.5791930 11.9808766 10.5509167 10.8289435 8.2122347 8.0657619 10.3034353 -1.5002179 -0.5002179 8.8451130 7.8136568 10.1840181 9.5858440 11.7963373 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 & neck squamous cell carcinoma 120 1984 1 black or african american not hispanic or latino 1 6 NA NA 1 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 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 1 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 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 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 0 0 0 0 0 7 0 0 0 0 2.150023e-06 9.70978e-07 30.1075268817204 19.3548387096774 4.3010752688172 25.8064516129032 20.4301075268817 7.9547076 NA 10.2984659 0.7388111 3.0607046 10.1174262 5.0117908 4.2830921 8.4322571 16.7918970 6.5288463 8.1282222 7.8577111 NA 10.5445140 9.7208130 5.3436317 2.7387678 12.0882356 7.0303250 1.9611788 NA 7.6295410 3.8542451 10.4931009 3.3237303 10.6803069 10.0172196 10.2746934 -0.8460650 1.1538053 8.3715959 NA 12.8598719 9.6376233 11.2195435 10.2895169 7.6173323 5.0607003 10.9170199 2.9611603 NA 7.0055572 8.3337167 0.7388111 10.4490025 4.5954261 11.0406473 4.9611603 0.7388111 NA 6.6214131 0.7388111 17.0627923 17.5788997 12.3596008 11.5033653 11.6970811 NA NA 1.4757594 10.4217646 7.8403084 11.7765458 8.5461251 2.8239735 18.2025446 19.3463388 10.0919169 NA 1.1538053 -0.8460650 11.6348502 NA 6.9020000 4.8817282 9.6597978 9.3669118 11.4683908 15.6498812 8.7976638 6.8749064 2.6132487 11.6351025 NA 10.2843781 12.9015736 9.9992976 10.1174262 9.4357376 NA 8.2117992 9.9136958 6.7160498 NA NA 7.0403577 3.9086976 4.7976615 8.5266725 8.7795165 12.4750311 0.1538053 1.1538053 5.0607003 0.7388111 10.5119093 6.8885168 14.0760668 11.5853052 8.4936129 9.8030638 -0.8460650 4.5113605 12.4485719 8.3608221 11.1975185 7.7976635 7.8472948 9.8060611 6.9285942 9.6949042 0.7388111 NA 7.7976635 7.6376233 10.5910395 8.7387702 9.6734439 11.0722982 2.1538053 8.6127679 7.9120306 0.1538053 9.9219919 -0.8460650 -0.155650 0.839790 0.954240 2.390500 2.513300 0.345000 0.345000 0.320740 -0.109350 2.228300 0.045120 0.732430 -0.155410 -0.114550 -0.114550 -0.109080 0.281980 0.233780 1.180400 1.783400 -0.125400 -0.125400 0.295620 -0.034514 0.360820 1.289100 0.593650 0.490070 -0.152360 -0.610290 0.144860 -0.157600 -0.132140 -0.153890 -0.644070 -0.608750 -0.613450 -0.613450 0.346950 0.346950 -0.082023 -0.243130 0.174960 -0.191100 -0.191100 -0.119980 0.400920 -0.109350 -0.127080 -0.630560 -0.114550 -0.114550 -0.119020 -0.109350 -0.073762 0.282930 0.219420 -0.118110 -0.138340 -0.125400 -0.109210 0.276920 -0.103960 0.325570 0.325570 -0.034514 -0.034514 -0.653490 -0.105020 -0.249480 -0.131750 -0.379220 -0.366590 0.430720 0.000 0.000 0.219 0.219 0.850 0.850 -0.125 0.277 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 0.071 -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 0.277 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 0.071 -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 NA 5.4757367 11.7181953 11.4615776 11.9157743 11.1855088 11.6511605 1.4757594 12.0461607 6.0726718 NA 2.4757334 7.2145037 10.9534939 10.0032128 13.9290578 5.1701694 11.4777068 8.7198618 8.7356295 6.7685178 11.6511605 0.1538053 10.4695233 4.9086928 8.9645399 7.7795165 8.9835304 7.7043623 3.6132370 0.7388111 5.7519350 5.2412720 8.9675888 10.5429011 9.5832142 8.3187145 1.9611788 2.4757334 NA 5.2623317 10.7694372 10.1116279 8.9977285 10.9111976 8.7007022 12.6576333 11.2515106 7.7160498 10.6997374 8.0726707 11.2534842 5.5894369 12.9015736 8.2279490 9.0696869 13.6664376 7.6851889 0.7388111 10.5637288 10.1007138 12.0491935 11.6285275 -0.8460650 9.9261222 11.0168323 13.7854940 9.2063756 8.2830907 8.3729760 12.0366417 8.2391207 8.7574340 11.1478074 8.8030636 12.0882356 9.6546495 8.1789471 7.3086257 7.0055572 10.4490025 10.2439200 11.5033653 6.5025359 6.2727492 10.0919169 0.1538053 0.1538053 8.6987720 7.9020006 10.1174262 9.4357376 9.5124588 9.9136958 11.0133424 8.2359568 2.3237447 1.4757594 10.3136474 6.5375120 9.6029562 7.0117886 1.4757594 10.5119093 10.1796393 9.8030638 12.5265367 10.8914774 11.0815856 8.3559316 8.0963220 11.0944883 4.1538053 1.1538053 5.4392109 9.2486110 8.0786200 9.4194226 10.3060925 7.6616021 9.5504124 3.6132370 TCGA-KU-A66S 69 1 406 NA head and neck stage iii t1 n1 mx female 2012 NA yes head & neck squamous cell carcinoma basaloid type 50 1962 1 white not hispanic or latino 3 2 NA NA 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 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 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 4 0 0 0 0 0 4 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 4 0 4 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 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 4 0 0 4 0 0 6 0 0 0 1.681873e-05 4.508112e-06 8 19.36 13.28 48.8 10.56 10.8005935 4.5889784 10.7707260 -1.1658551 4.9001761 10.3289437 4.7882837 7.9964791 9.0820157 15.6452369 7.1008747 7.8481084 8.6998212 NA 9.2455991 9.3703352 5.6655861 2.8340842 4.5065131 9.6154477 4.1916416 NA 4.2264083 4.7882837 10.5534769 4.8784801 10.3610763 10.2986338 10.7197844 0.4189995 7.0629064 8.6496636 1.4190534 12.7716458 8.2112984 9.5343023 10.6125760 7.1469708 7.6478692 10.8092195 0.4189995 NA 11.4905129 8.4228027 -0.1658551 10.9228763 7.7972154 10.6446597 9.1458364 2.8340842 1.1560082 4.6920701 2.1560082 15.8139361 15.1685887 12.6580523 10.2661079 12.0303828 -1.1658551 2.8340842 2.8340842 9.1310042 9.5738687 11.7220702 10.0790464 -1.1658551 14.6443333 14.7308225 9.8743777 0.4189995 1.4190534 4.0820128 11.2632332 3.4779493 6.8947838 3.9633724 10.2058920 10.3838727 10.6438562 13.6601896 9.4451130 5.9321202 4.0820128 11.8512444 0.4189995 10.0027602 12.1755833 8.7304205 10.4729764 10.3279435 5.6920701 8.7424806 10.6410404 7.4265449 -1.1658551 NA 7.0779757 4.6920701 4.4190534 8.2666301 8.9607926 10.9866898 9.9235386 NA 3.7882890 NA 10.3448522 8.2519406 12.1235306 9.7228313 9.6138239 10.0748794 2.0039979 2.5345348 13.1448428 7.7258720 11.1220889 10.8914029 10.0374360 9.4405858 6.0139981 8.8241922 2.7409707 2.7409707 10.6975000 8.7273896 11.3236852 10.4218656 9.1355844 10.3948985 5.6920701 9.5594543 8.5956394 -1.1658551 9.7969841 -1.1658551 0.00560150 0.00560150 -0.01610600 1.46860000 1.46860000 -0.00369110 -0.00369110 -0.00908040 0.00143530 0.74544000 0.74544000 0.74544000 -0.01073600 -0.01073600 0.00000000 0.00000000 -0.01211400 -0.01211400 0.00282310 0.00282310 -0.01584300 -0.01624300 0.00226790 0.01521700 0.11028000 0.11028000 -0.01431700 0.04561500 -0.74704000 0.00498740 0.01103100 0.00560150 0.00560150 0.00560150 0.00074178 0.00921920 0.01186700 -0.49367000 -0.01266500 -0.01266500 -0.01266500 -0.01266500 -0.01266500 -0.00839030 -0.00839030 -0.00839030 -0.00147590 0.00143530 0.00143530 0.74544000 -0.72576000 0.00000000 -0.00908040 -0.00908040 -0.00908040 -0.01211400 -0.01211400 0.00115790 -0.01584300 -0.01584300 0.00157400 0.00157400 0.00226790 -0.00728560 -0.00728560 0.01521700 0.01521700 0.01186700 0.01997200 0.01997200 -0.00258380 0.04717600 0.04561500 0.04561500 0.000 0.000 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 NA 6.568798 10.681145 11.556682 10.473881 10.559028 10.647869 8.857842 10.997738 9.419989 NA 8.070102 7.770726 11.159393 10.866134 12.097651 3.730357 11.263233 8.191640 8.882303 7.204776 10.647869 2.534535 10.444190 10.532793 9.365431 5.043541 9.698274 8.880476 2.641454 8.031305 6.277031 7.960793 7.502973 9.096183 10.117176 7.831267 -1.165855 2.156008 3.357651 4.692070 11.448798 6.850897 7.902866 11.098824 13.416465 10.823837 10.600617 7.568797 9.906891 6.285299 11.001506 5.899207 12.175583 9.026381 10.686618 13.684557 12.550800 4.942613 10.482446 10.468899 11.985897 11.800413 2.834084 9.641443 11.462761 15.050699 6.548333 9.817794 9.286329 12.639832 9.711886 8.922876 10.345841 10.780263 4.506513 9.970438 9.329943 10.367904 11.490513 10.922876 9.852288 10.266108 6.685836 5.728906 9.874378 6.568798 1.156008 9.457970 11.299399 10.472976 10.327944 10.462534 10.641040 11.022059 7.978746 5.023912 NA 9.702386 10.697380 9.562008 7.128709 3.226401 10.344852 11.286587 10.074879 13.546239 10.752579 10.263495 8.200410 9.458884 10.002133 -1.165855 3.641442 7.325941 9.826644 10.184475 9.394421 11.187786 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 6 NA NA 1 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 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 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 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 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 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 3.433101e-06 1.213723e-06 35.036496350365 14.5985401459854 5.10948905109489 25.5474452554745 19.7080291970803 10.1905626 -1.3237326 10.6424866 NA 0.6763577 10.5933408 4.6536218 3.9617437 9.2280500 14.9387853 7.5405279 8.1761876 7.7207361 NA 8.6305380 8.1337228 5.4557316 3.4836997 -0.3237326 8.1781788 0.6763577 NA 6.1026056 3.0686536 10.9078629 3.3767766 10.8069123 10.3260470 10.4605676 1.7172542 -0.3237326 9.4708388 4.8260908 14.5425098 6.7316245 10.8502936 11.2361967 5.5467062 3.5343231 12.1973286 0.6763577 NA 13.8450922 8.9824033 NA 11.3914457 8.6306981 11.3663397 7.2836718 -1.3237326 NA 6.4707581 3.5343231 14.1887097 13.6790627 12.5964154 10.4308117 12.0893084 1.2612901 NA 0.6763577 10.5532423 9.0963019 10.2767193 10.0061381 NA 17.5402648 17.7396657 7.6564814 NA -1.3237326 0.9982677 12.1665659 -1.3237326 5.1681967 2.7637940 10.9953533 10.8590465 10.6018961 15.2162729 9.2799680 6.4511287 5.0513808 11.8726364 0.2613503 10.0605858 12.4944105 9.5171196 10.1846317 11.4482438 NA 8.7410844 10.4029856 4.3201958 2.1357647 -1.3237326 5.2613051 5.1357729 3.4836997 8.9301891 8.4194930 10.5608938 -0.3237326 4.8857940 6.3698294 -1.3237326 10.1646840 8.1357734 13.6310833 11.0451210 9.9779407 10.9266401 NA 2.9242709 12.8321877 8.5249648 11.0330688 10.8854904 9.8205346 9.4821017 10.4977171 10.8689427 1.4836739 1.9982677 10.5677457 8.7756896 10.7897583 9.7227836 10.1062715 11.2421578 3.4312352 10.0049829 9.6742269 NA 10.3593363 NA 0.3783900 0.4341200 0.8796600 0.4959700 0.0020805 0.4826800 0.4826800 3.6569000 -0.2083400 3.6569000 3.6569000 1.6798000 -0.3536200 -0.3536200 -0.4860400 -0.4504000 -0.4686500 3.6569000 2.0792000 3.6569000 -0.4737400 -0.4737400 -0.3757200 0.0798800 0.1146200 0.1468200 0.1190200 0.2466900 0.7058800 -0.4860700 0.3076100 -0.2111900 -0.2111900 -0.2104500 -0.1958700 -0.1946200 -0.5003800 -0.5003800 0.1122800 0.0000000 0.0000000 0.0000000 -0.0145030 -1.0843000 -0.4918300 -0.4822900 0.4826800 -0.2083400 -0.2083400 -0.4966300 -1.2929000 -0.4756400 -0.4394000 -0.4394000 -0.4394000 -0.4686500 -0.4907800 -0.3669100 0.3951200 -0.4736300 0.0816100 0.7032600 -0.4496400 0.0872450 0.0872450 0.0798800 -0.5340900 -0.4808100 -0.5372300 0.2629400 -0.4772300 -0.0239770 -0.7153300 0.2551100 -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 -0.344 -0.458 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 -0.344 -0.458 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 NA 6.1439464 10.6345319 10.9758359 10.7799574 10.6033789 10.6478852 0.6763577 10.8340044 5.2762547 NA 2.4836997 6.8362132 10.0852021 10.5135754 13.6618724 4.3413952 11.3963721 9.2251636 8.5077439 4.2309331 10.6478852 0.9982677 11.1288404 2.1357647 8.9538964 4.0686622 10.2589542 7.7193416 4.6987074 -0.3237326 6.9051607 5.9242686 8.4494809 8.0404766 10.0038944 7.8462670 2.9242709 NA NA 4.607082 11.010615 13.751448 9.784866 11.358019 11.545743 10.516726 10.638515 7.312966 11.674050 7.499709 13.903017 4.921417 12.494411 8.697322 10.646807 12.424622 9.196960 -1.323733 13.241027 11.1005080 12.2482128 11.9263440 1.4836739 11.2354798 10.3584585 14.2397138 9.3084282 9.2827470 9.2518810 12.9743326 9.3767813 8.9195156 10.5020956 8.8512674 -0.3237326 10.9515933 8.8930876 4.1026077 13.8450922 11.3914457 11.1306410 10.4308117 5.9524664 5.6650260 7.6564814 -0.3237326 1.6763577 9.7704194 9.4470055 10.1846317 11.4482438 10.4123208 10.4029856 10.7574923 8.7042478 NA 0.2613503 9.2947639 5.9709618 9.3434533 5.9524664 1.8462727 10.1646840 11.0234094 10.9266401 13.0630799 11.1249743 10.1078393 7.7822500 7.6791570 9.8081987 NA NA 3.7638046 8.4510792 9.5343227 9.8747868 11.4280950 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 & neck squamous cell carcinoma 60 1971 1 white not hispanic or latino 4 5 NA NA 3 4 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 7 0 0 0 0 0 7 4.958923e-06 1.803245e-06 17.5879396984925 68.8442211055276 2.01005025125628 7.53768844221105 4.02010050251256 9.9238352 NA 10.1925737 NA 1.0181356 10.2392511 3.5541959 6.7515012 8.8151604 16.3744893 6.4971189 9.0147620 8.1119609 NA 9.2334378 9.9769901 5.6504142 5.2353786 13.3760292 8.0204000 3.1556521 -0.3038281 5.6734999 8.9465177 9.7178933 NA 9.9500668 9.8535663 10.1298047 -1.3036500 1.8661563 8.1084079 NA 13.3582756 7.8611260 9.9954273 10.0062639 7.3109290 3.9441463 11.4693584 -1.3036500 NA 9.9856618 8.4808540 2.0181356 12.6077985 2.0509544 10.8037633 4.5788602 NA NA 3.3966527 3.2811789 15.1495380 15.5851443 12.8196132 11.7750372 12.2848168 NA NA -0.3038281 10.4389497 9.3668756 12.0617215 9.6634455 5.1719514 17.1514782 18.8327987 11.4699766 NA -1.3036500 1.6962164 11.2339230 NA 6.7889767 3.7836871 9.8249934 10.1536002 11.1918245 14.4731920 8.8909762 2.2811938 2.8661365 11.3918826 0.2811938 9.8504044 11.4683193 11.5779068 11.8351310 10.8720806 NA 8.7296422 10.7676816 6.2276005 -1.3036500 -1.3036500 7.8490873 3.9816244 5.8761289 8.3418777 9.9810433 10.9691406 -1.3036500 NA 8.6849039 NA 9.3562151 6.9007907 13.1318244 11.7395884 8.8902618 8.4156083 NA -1.3036500 12.7944159 8.4460887 10.9982869 8.4035783 10.2015346 9.1494898 6.1880725 8.9081077 1.0181356 0.2811938 11.1523169 8.5067907 11.2903105 10.6412973 8.8673961 11.9485890 3.7406146 9.0464403 8.2565522 NA 11.5306903 0.2811938 -0.4390800 -0.4390800 0.4928600 0.5754100 0.5695200 -0.0635990 -0.0635990 -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 0.6046700 -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 0.0213230 -0.5188700 0.0636520 0.0545180 0.0545180 -0.0243880 -0.1043400 -0.1043400 0.0218840 0.0125160 0.0125160 -0.5386500 -0.1248600 -0.7732900 -0.0234290 -0.5515600 0.0406090 -0.0227440 -0.5744700 0.0464170 0.0260920 -0.0538810 -0.5384500 -0.5514600 -0.0559030 -0.2881000 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 NA 6.0885360 10.7985231 12.5404346 11.2903105 11.0290950 10.7656690 0.2811938 11.3546539 3.5035777 2.6962164 5.1719514 7.5819153 10.5460153 10.9968578 15.2756236 4.4731115 11.5605989 8.6834831 8.1510739 8.9477018 10.7656690 -1.3036500 10.1653522 5.1556521 9.5994684 6.0000000 9.0158914 7.9592300 3.8255007 -0.3038281 4.5542020 7.6416631 7.5758024 9.2138887 10.2020309 8.4138957 1.5035523 2.1556521 NA 7.480854 8.447763 8.910538 10.321471 11.337594 6.866144 10.750824 10.423714 9.702545 9.837688 9.303549 11.645316 4.251424 11.468319 9.436000 9.632121 13.071202 11.210687 4.368643 9.497928 10.3405262 11.6173163 12.4765540 2.9441463 10.9187123 10.2512876 14.8917197 8.9068906 8.8934359 8.6431256 12.5610825 10.2181387 9.4104647 11.3427779 9.6106045 13.3760292 10.2158555 10.9208239 8.4857528 9.9856618 12.6077985 10.0669067 11.7750372 6.0360703 6.7241250 11.4699766 NA 0.2811938 8.7783683 9.4873822 11.8351310 10.8720806 10.4697706 10.7676816 11.0427330 6.3756998 NA NA 9.2996879 8.5649028 11.5809622 8.5819157 2.8661365 9.3562151 10.2989181 8.4156083 12.7491269 11.4389497 10.2760065 8.5604054 7.9559625 10.8795445 1.0181356 -1.3036500 9.1920743 10.8652141 9.4241396 9.2839968 11.6793910 7.8177531 8.9417719 4.4511056 TCGA-KU-A6H8 41 1 327 NA head and neck stage iva t2 n2b m0 male 2013 NA yes head & neck squamous cell carcinoma 12.5 1988 2 white not hispanic or latino 3 1 NA NA 4 1 5 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 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 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 5 0 0 0 0 1.005656e-06 2.427445e-07 35.1351351351351 8.10810810810811 0 29.7297297297297 27.027027027027 8.7924477 NA 9.7004310 5.9912270 2.3330229 10.4244516 7.4622994 9.1722200 8.7592810 15.3557091 6.7338952 7.3217009 6.5424701 5.8565774 8.6504289 9.6806377 5.7592810 5.8087506 5.4827644 7.9142171 1.9179663 1.3330229 5.1659079 7.1274321 10.8092561 0.3329657 10.4024660 10.5886350 11.3889765 -0.6670343 3.5029416 9.0051232 NA 13.8232404 12.6226029 9.3801402 10.3643728 9.1563835 10.5222230 11.5624359 6.5809444 NA 11.0519771 9.9759705 -0.6670343 11.6012658 7.7242171 11.5803504 6.4725674 -0.6670343 2.7924389 2.1403860 NA 14.7098413 14.5435232 12.2735134 10.5998028 12.6146565 0.9180045 NA 4.7924493 9.8057071 9.0001276 11.9827215 9.6402171 2.7924389 13.6496513 17.6065888 10.7322941 0.3329657 0.3329657 2.6549396 11.3259546 NA 12.6243308 3.5029416 10.9438381 10.3195694 10.6611302 13.9913393 9.4336785 6.4310479 4.5809414 11.4522816 NA 10.4474092 12.7219134 7.5277733 10.8092561 11.2335057 NA 8.6594458 10.6834029 5.9179783 NA 0.3329657 7.3789945 5.5618363 13.6536053 8.6413553 11.6481658 11.2384032 7.3609226 NA 7.0812086 NA 10.5004344 6.7592810 12.5784204 11.6467496 9.2275310 10.1925510 NA 6.0609358 13.3355676 7.6549446 11.0970585 8.4597205 10.7862869 9.1666022 9.2843011 11.2240404 3.7924493 0.9180045 10.1143760 8.9840678 11.6126268 10.0446832 9.4376150 12.3845651 5.4415399 8.9179789 7.9660116 1.6549396 12.1219384 4.7253322 -0.00249380 -0.00249380 0.00000000 -0.01133500 -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 0.00235810 -0.00290910 0.00055459 -0.00138380 0.00152550 0.01279500 -0.00138580 -0.00138580 -0.00138580 -0.00249380 -0.00249380 -0.00737380 0.00000000 0.00000000 0.00000000 0.00000000 0.00889200 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 0.00506350 0.00506350 0.00506350 -0.00774820 -0.01009400 0.00833510 -0.01904000 -0.01904000 0.00680440 0.00680440 0.00930980 0.01405100 0.01405100 -0.00290910 -0.00290910 -0.04267300 -0.00512270 -0.00512270 -0.02466100 0.00777830 0.01097000 0.01097000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.1627390 7.4571379 10.2240404 13.4579453 11.1863258 10.3301957 10.7096843 15.0091662 10.8492087 7.7338959 2.7924389 5.3553828 7.4044783 8.4151654 10.2406580 14.7294872 4.7842265 11.5166516 5.4204790 8.7727223 7.9028719 10.7096843 1.9179663 10.1094492 5.8876057 8.3897350 8.6549442 10.5779746 7.3832455 5.4415399 0.3329657 7.9319991 7.1143764 8.2696541 8.2578286 10.4118341 7.5228404 3.5809414 5.1659079 0.3329657 5.0879041 9.4480599 9.4124344 10.8687776 12.0847695 10.2384032 10.6566340 10.3560774 8.8368419 9.9226673 9.0369198 10.7821649 4.3900348 12.7219134 10.4257734 10.3964113 13.4860251 9.4738460 4.0334582 9.5558112 11.0076499 11.6700806 12.8888036 3.0334582 11.0208293 10.2886661 13.6565594 8.8208564 8.9142168 9.1659062 11.4568143 8.4984005 8.9085553 9.9198561 9.1192859 5.4827644 10.4487102 8.6549442 10.4859348 11.0519771 11.6012658 9.8904800 10.5998028 7.7037036 6.1274331 10.7322941 7.6091403 -0.6670343 9.3719352 8.1403712 10.8092561 11.2335057 9.9217309 10.6834029 10.8188455 8.0609369 3.9179759 6.7253335 9.7297066 10.2225202 15.3076101 6.0744840 4.9768722 10.5004344 11.3298427 10.1925510 13.0362710 11.4234595 11.2064603 8.5856818 6.9403465 11.0195168 3.7253376 0.3329657 6.4098322 9.6908651 9.5642373 9.6894681 10.5921710 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 & neck squamous cell carcinoma 10 1992 NA white not hispanic or latino 4 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 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 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 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 4 0 0 0 0 1.976634e-06 5.895224e-07 14.8648648648649 47.2972972972973 5.40540540540541 13.5135135135135 18.9189189189189 8.1910316 NA 10.0229376 -0.9537185 3.8537262 10.0421406 8.2799931 5.4386921 8.5078529 16.3468511 6.8792634 7.7223308 7.2990385 NA 9.0975824 9.0784190 4.8012621 3.6902271 5.9888869 7.9830113 1.0463514 NA 6.7328743 8.1910316 10.8285526 0.6313371 10.3901143 10.3598233 10.6716256 NA -0.9537185 9.0344617 NA 13.9634191 8.2966717 9.5806763 10.6294562 9.6360246 4.3683004 13.0511206 1.8537163 NA 12.9201059 9.0435528 NA 12.3568442 5.9269364 11.4368111 4.8537262 NA NA 5.1548991 1.8537163 15.8695539 16.3948621 12.0673534 11.2046675 12.3809261 NA NA 2.0463863 11.0215049 9.4126956 10.9445969 9.3478696 1.6313371 19.2014387 19.4531203 10.2913318 NA 0.6313371 NA 11.5319512 NA 5.9652371 6.5462200 10.7183921 10.0825471 10.1318459 15.7363850 9.3728028 1.6313371 5.0687396 11.5787294 0.6313371 9.9113334 12.1999255 8.8112449 11.7328740 11.6947310 NA 8.3795287 11.2817893 4.4386921 NA NA 7.5406690 3.8537262 4.7468126 8.6537039 8.2582617 11.3245325 3.5058020 NA 6.9592624 NA 10.9012418 7.4300778 13.0771268 12.4548359 9.4449354 11.4105081 NA 3.7468179 13.4000027 7.2655419 11.3128672 6.7810830 9.4006229 9.7403569 8.4557645 10.1009778 -0.9537185 2.0463863 10.0797965 8.2087650 11.7059234 8.9012419 8.8029299 12.0170186 1.3683214 9.0880326 8.4934568 NA 12.2623614 -0.9537185 -0.042156 -0.042156 0.354300 0.151440 0.151440 0.133020 0.133020 0.146970 2.586200 0.133090 0.133090 0.548590 0.360680 0.360680 0.573090 0.813370 -0.043873 2.553600 0.152480 0.152480 0.133620 0.133620 -0.039529 -0.047124 -0.245210 -0.245210 0.170460 0.063223 -0.214530 0.000000 0.000000 -0.042156 -0.042156 -0.042156 -0.200250 -0.200250 -0.200250 -0.200250 -0.042381 -0.057421 -0.057421 -0.057421 -0.057421 0.151440 0.156360 0.156360 0.133020 0.554070 -0.267090 0.148310 0.573090 0.573090 -0.048072 -0.052126 -0.052126 -0.043873 -0.252010 0.152480 0.133620 0.133620 0.142210 0.159500 -0.046410 0.136430 0.136430 -0.047124 -0.047124 -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 0.000 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 0.361 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 0.000 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 0.361 0.573 0.000 0.000 NA 6.3409948 10.5918206 12.5913379 11.7972897 10.9101725 11.0410805 NA 12.1679069 4.5058020 -0.9537185 3.6313371 6.4126952 8.8934308 10.2576534 14.6213217 3.9028647 12.1121261 9.1030110 9.0278692 5.8407905 11.0410805 2.3682934 10.6425632 4.1338347 9.1574960 6.9043540 9.8601546 8.0946425 2.3682934 4.5058020 7.3409939 6.9472407 8.8062615 9.1404512 9.9267222 7.0293667 1.3683214 2.2162996 -0.9537185 7.3131597 12.1964380 10.9232663 11.7802361 11.9261481 8.3817640 12.0435529 11.2727857 8.6629222 10.6009623 6.6902299 10.3795288 4.2365921 12.1999255 9.1311817 9.8480818 12.5557204 8.9741513 -0.9537185 9.8219838 10.73637140 11.86315712 11.34958339 NA 10.63368213 10.58456232 14.78171420 9.60096232 8.48931693 7.62757401 11.88734801 9.02270847 7.81786305 10.26129962 8.47263804 5.98888688 10.77216568 8.94874859 7.30376157 12.92010591 12.35684420 10.46738628 11.20466754 5.31315876 6.63882975 10.29133177 -0.95371850 NA 9.43654249 9.76147743 11.73287397 11.69473101 10.92557373 11.28178934 11.00601317 8.24849736 2.95326524 NA 10.18122321 7.73637149 8.91827859 5.82773266 5.38622465 10.90124184 11.17372298 11.41050811 12.04848521 10.25155579 10.00492619 8.84565501 6.26554191 10.63039637 2.50581473 0.04642121 7.53822619 8.58865093 9.45045061 9.90513154 11.06422574 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 & neck squamous cell carcinoma 28.5 1992 2 white not hispanic or latino 1 2 NA NA 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1.595178e-06 7.282335e-07 48.5294117647059 14.7058823529412 0 23.5294117647059 13.2352941176471 8.904448572 NA 10.206809375 0.990083536 5.848044495 10.091382623 7.851150605 5.967343860 9.595543008 16.181855263 7.088096003 7.651841727 7.947165264 1.311968051 9.896202510 9.717983948 4.604771146 4.797417706 10.749119400 7.676564319 -0.009989098 NA 9.790154441 7.298402632 10.549918537 2.449482140 10.500827642 10.812235959 10.767318779 -1.009843833 2.990065378 8.469500186 NA 13.901923552 8.719684175 10.003386075 10.895074304 8.884881158 5.990063108 12.317616114 4.872705657 NA 12.904822303 8.707739774 -0.009989098 11.855603449 11.690457692 11.207718286 6.320981015 NA -1.009843833 5.835552745 -1.009843833 15.696181714 15.904481541 12.102502966 10.915988772 12.047886001 NA NA 4.481918878 12.270834251 8.800634950 10.737417296 9.556117452 -0.415422269 18.052757892 18.123654750 9.801438222 NA 1.797428082 NA 12.205899768 NA 9.315369007 4.896954763 9.695358981 9.426775060 10.249218243 15.701179221 9.439212127 6.311991657 2.990065378 11.579714604 -1.009843833 9.566547858 12.199973703 6.320981015 10.087437249 11.163115956 -1.009843833 8.401574579 10.529222237 3.797417706 NA 0.575021826 5.330447254 5.199515308 6.237991936 9.137268349 8.651841727 10.853475417 2.575021826 0.575021826 3.575021826 NA 10.684421391 7.457668979 13.014597171 11.620103003 10.299903550 11.584154751 NA 5.990063108 13.371471237 7.575025609 11.249512539 9.411076419 9.559919075 10.155422775 10.771013252 10.884881234 2.690506493 0.575021826 7.851150605 7.958730178 11.208929380 9.294985052 8.883365133 12.093351272 2.311997105 8.864599080 8.578777985 NA 11.344312832 NA -0.00567570 -0.00567570 0.32009000 0.62279000 0.62279000 0.07354600 0.07354600 0.24591000 0.65940000 -0.38644000 1.21080000 1.24200000 -0.35772000 -0.35772000 0.93854000 0.02834100 -0.01436600 3.65690000 0.34226000 -0.34538000 0.71678000 0.71678000 -0.00346270 0.00819590 -0.03925800 1.14420000 0.28232000 0.24326000 0.00000000 0.00000000 -0.00553750 -0.00567570 -0.00567570 -0.00567570 -0.35110000 -0.35277000 -0.34044000 -0.37786000 -0.00705760 -0.00705760 0.00097064 -0.01684100 -0.01409000 0.62279000 -0.01697900 -0.01230000 0.07354600 -0.09366700 -0.09366700 -0.39085000 -0.35772000 -0.02862800 -0.17056000 -0.17056000 -0.17056000 -0.01436600 -0.18370000 0.00263570 0.71678000 0.71678000 0.32914000 0.32914000 -0.00346270 0.70082000 0.70082000 0.00819590 0.00819590 -0.35613000 -0.29520000 -0.25176000 -0.21416000 -0.09446000 -0.10707000 0.20519000 -0.171 -0.171 0.000 -0.154 0.342 0.000 0.717 0.329 0.000 0.701 0.701 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 0.701 0.701 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 -0.009989098 7.056152129 10.393608186 12.633130466 11.926149271 11.054132567 10.764438717 8.240362037 11.897517523 7.390942773 NA 3.797417706 6.228468554 8.958730178 10.543692775 13.682352040 2.998159390 11.716707376 9.697422686 8.929393054 5.955847484 10.764438717 1.990047220 11.433266041 4.633919389 9.131647099 5.256848381 10.214065170 7.275142108 3.449495346 -0.009989098 7.738256454 3.575021826 8.984417035 7.838686467 9.981585262 7.662488940 1.575021826 2.311997105 -1.009844 4.311990 11.902579 10.834765 10.489909 11.645147 8.981585 11.780412 11.045685 7.012431 10.636172 4.633919 9.123206 5.461090 12.199974 8.633920 9.512645 12.760459 7.648275 4.347616 9.019351 10.562290 11.705597 11.265606 NA 10.846489 10.856570 14.593744 10.373768 7.932578 8.457669 11.709452 8.584985 8.192187 10.230855 8.584388 10.749119 10.513135 8.655399 6.848044 12.904822 11.855603 10.623059 10.915989 5.990063 5.758247 9.801438 -1.009844 -1.009844 9.561816 9.837121 10.087437 11.163116 11.577138 10.529222 11.078520 8.739933 1.797428 3.449495 9.789402 7.428855 9.450519 6.149934 3.744947 10.684421 11.439728 11.584155 12.330609 10.711163 10.489909 8.886396 7.266188 10.329913 3.311997 NA 6.473879 8.306979 9.344313 9.801438 10.416328 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 NA NA 2 3 2 1 2 1 0 0 0 0 0 0 0 0 0 7 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 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 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 5 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 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 6 0 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 0 0 0 0 0 7 2 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 2.730771e-06 9.195453e-07 47.0149253731343 13.4328358208955 3.73134328358209 20.8955223880597 14.9253731343284 6.37059500 NA 10.03402294 0.01306915 3.01305128 10.12026017 7.05743727 5.91993353 8.79767774 15.74809657 6.55220183 8.40964763 5.40535934 NA 9.74944493 9.84276580 4.87102550 2.59800782 8.84593314 8.25144785 2.33496865 NA 5.33497223 3.01305128 10.11370532 3.47247477 10.45183484 10.11501867 10.66050146 NA 2.33496865 8.58122733 NA 12.59518502 8.55993762 11.14039255 10.28216976 8.26097033 5.40535934 11.28333837 1.59798399 NA 9.92742821 9.47656740 NA 11.42455400 11.47349892 10.16786117 6.58289917 NA NA 5.62775273 0.01306915 15.06408158 14.68387740 12.57385350 12.09785144 11.61898549 NA NA NA 11.43036813 8.64603806 11.71391619 9.17794992 3.71348687 19.44216777 20.13166986 9.97882727 NA NA 1.59798399 10.95555757 NA 7.17291449 5.94378071 10.98990067 10.31453929 11.61805948 14.44310350 9.71001049 1.59798399 3.01305128 11.80501984 NA 10.20779990 11.26629961 8.23221176 9.56763196 10.59988282 NA 8.72384931 10.80745893 7.67125445 2.01303341 NA 7.75451008 5.18296635 3.82039344 7.83959181 8.74775259 11.89262629 5.29844571 4.26097409 2.01303341 NA 10.37498685 6.18296834 13.36273893 12.65892658 8.88596415 10.09917920 1.01306915 2.59800782 13.02496910 7.47247477 11.05401762 5.47247477 9.54247359 9.18296809 8.39674733 9.28916750 2.59800782 0.01306915 10.35511771 9.41605499 11.44401822 8.15770112 8.95848689 11.12222077 2.59800782 8.67997722 7.21271524 NA 11.47554533 NA 0.0020805 0.0172640 0.0038854 -0.0042929 -0.0042929 0.0000000 0.0000000 0.4880200 0.4732800 -0.0183530 -0.0183530 0.0065262 0.4556400 0.4556400 0.4694700 0.4657000 -0.0095661 -0.0095661 0.4775300 0.4775300 -0.0040162 -0.0040162 0.4728900 -0.0253460 -0.0110600 -0.0110600 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 0.0026357 -0.0042929 -0.0042929 -0.0120240 0.0000000 -0.0344950 -0.5209200 -0.0183530 0.4556400 0.4694700 -0.0123000 -0.0123000 -0.0123000 -0.0095661 -0.0055375 0.4775300 -0.0085766 -0.0085766 -0.0096806 -0.0096806 0.4728900 -0.0305400 -0.0305400 -0.0253460 -0.0253460 -0.0110600 -0.0357210 -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 0.01306915 7.17291449 10.54247359 12.47988424 11.83122572 11.33158587 11.80664636 7.45598635 11.74138874 5.18296635 0.01306915 3.01305128 7.56763215 9.28916750 10.38373042 13.88379304 4.41358054 11.26334145 9.46631368 9.05177014 7.22249643 11.80664636 NA 9.20286751 4.10050676 9.08985854 5.89568554 9.24905726 8.33573736 3.71348687 6.55220183 4.96723779 6.62775273 7.79440287 8.21271524 10.83401976 7.55993762 1.01306915 3.33496865 NA 6.079133 10.590472 8.472434 9.478609 11.832823 7.405360 13.808271 10.547346 8.284506 10.166595 5.057437 11.201632 4.995353 11.266300 9.831625 8.849094 13.516829 9.826824 5.013042 8.993183 10.38590812 11.88994363 12.35706147 2.01303341 10.18421978 11.72341901 14.32123131 9.04921662 9.12417871 7.75451008 12.85303411 9.26189558 8.30766395 10.49181262 9.93190625 8.84593314 10.04371018 9.30306196 6.53660469 9.92742821 11.42455400 9.99888500 12.09785144 6.69954330 6.12156667 9.97882727 0.01306915 NA 8.89262629 7.31682366 9.56763196 10.59988282 10.30995922 10.80745893 10.72728854 6.94378071 NA 1.01306915 10.39789150 6.68546786 8.92293608 5.94378071 3.59800782 10.37498685 10.94968098 10.09917920 13.34703692 10.89262629 11.14939339 8.22736228 6.58289917 10.46631368 0.01306915 NA 5.87102303 9.57245846 9.97449275 8.94378041 10.21394164 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 & neck squamous cell carcinoma 40 1971 0 white not hispanic or latino 2 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 3.225034e-06 1.213723e-06 19.5488721804511 20.3007518796992 1.50375939849624 44.3609022556391 14.2857142857143 8.92701464 NA 10.25286704 2.72874773 5.75428091 10.06413538 8.27232932 6.90438414 8.64419771 15.98174835 7.00885324 7.77001301 8.67961345 -0.07856367 9.78247704 9.91149416 4.89866789 4.70275173 8.71580588 8.09131531 3.09131055 1.24330349 8.98747948 5.74156945 10.72188570 1.24330349 10.65482924 10.06158086 10.60964047 -1.07856367 4.27894375 8.60362968 NA 12.31812872 9.05966190 10.44484428 10.61792307 8.67794651 6.91574317 12.94349785 5.60788953 1.24330349 12.52432096 9.42023942 1.50634805 12.04664217 6.30647552 11.10936076 7.33078067 NA 1.50634805 6.81013330 2.72874773 15.42061321 15.88832826 12.55518008 11.40570960 12.43561107 NA NA 5.26124119 11.66391015 9.03773418 10.64803413 9.52223234 3.50634805 18.31855923 17.19840053 10.99285254 NA 2.50634805 3.16931573 11.56952299 NA 8.19518566 8.18817687 10.13782074 10.37568948 10.84248722 14.85708471 9.76923056 6.14055782 3.96578428 12.23936800 -0.07856367 9.59027509 11.93156857 9.43314286 10.95687662 11.21572373 NA 8.70274999 10.39763004 7.57602624 0.50639883 NA 6.98327410 5.75428091 6.42918410 7.72552100 9.28880495 11.67940510 5.88717430 1.92139824 5.07113624 -1.07856367 10.57781504 7.93261753 13.83927501 11.03089435 9.28293921 10.59734718 NA 5.68957313 13.19918607 7.74793851 11.88084880 8.44691084 9.49709956 10.14572356 10.42322739 10.67669503 3.92138872 1.24330349 8.56344188 7.31799500 11.36148069 9.49124583 9.25342679 11.96936609 3.38082640 8.84049187 8.32865788 1.50634805 11.69019480 2.38081255 -0.031569 0.118000 -0.065850 0.719990 0.743090 0.119610 0.119610 0.551800 -0.019863 1.195900 -0.094592 0.314180 -0.278700 -0.283630 -0.266970 0.120790 0.115210 3.656900 0.137170 0.131690 0.050108 0.052952 -0.075878 0.130360 -0.157450 -0.157450 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 0.122410 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 0.050108 0.050108 0.142660 0.081177 -0.073076 -0.073877 -0.078810 -0.281920 0.130360 -0.275470 0.034818 0.034818 0.054660 0.010564 0.010564 -0.042381 0.000 0.000 0.115 0.115 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 0.720 0.450 0.120 0.120 0.000 0.000 0.035 0.314 -0.267 -0.146 0.000 0.000 0.000 0.000 0.115 0.115 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 0.720 0.450 0.120 0.120 0.000 0.000 0.035 0.314 -0.267 -0.146 0.000 0.000 NA 6.07113624 10.80670524 13.05958196 11.41574578 10.34922682 11.46611318 3.09131055 12.31933215 7.24331872 -0.07856367 4.85212871 7.44886710 9.97802784 10.38389239 14.20570822 3.61849710 11.80880120 9.47885393 8.95985650 7.24781931 11.46611318 -1.07856367 10.24444495 6.09131478 8.42380420 7.02467760 10.10873601 7.44440286 3.92138872 9.87048725 6.36433430 5.74156945 7.52872055 9.24219066 9.69700038 7.39306520 1.24330349 5.83977571 NA 6.206792 11.489821 10.630896 11.849168 11.716618 9.869027 11.096316 9.843975 7.317995 10.374146 6.943758 11.006531 4.586729 11.931569 9.492195 9.622697 12.958200 7.912912 2.621829 10.832408 11.34555644 11.64654337 11.33369537 1.50634805 11.01546788 11.31879743 13.88545752 9.50541302 8.65948257 9.06732222 10.84174304 9.38589518 8.47021227 10.82601349 9.29751564 8.71580588 10.25398619 8.64419771 10.20852531 12.52432096 12.04664217 10.43215435 11.40570960 6.10129919 8.00885324 10.99285254 0.92136016 -0.07856367 9.61574806 9.68957453 10.95687662 11.21572373 11.14297726 10.39763004 11.52733258 8.00619871 4.16931573 NA 9.98197121 7.83688101 9.66622400 9.15860010 5.53609954 10.57781504 11.69040147 10.59734718 12.69494151 10.86133664 9.99553158 9.38797659 7.12596100 10.22117056 6.74793918 1.72874773 9.04292362 9.35561186 9.75507083 9.65948239 10.97395819 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 3 3 NA NA 2 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 1 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 7 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 7 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 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 7 0 0 0 0 0 0 4 0 0 0 0 0 0 1.002188e-05 2.67019e-06 19.0348525469169 69.4369973190349 0.804289544235925 9.11528150134048 1.60857908847185 10.3121627 NA 10.4124959 0.1504297 2.8508394 10.1858875 4.8228270 7.9990242 8.7742824 17.3819973 7.1838239 7.5297796 8.4450219 NA 10.4930313 10.0714980 5.4358019 4.5766672 3.4723318 7.8749150 1.4723318 1.4723318 6.4171875 6.1045967 10.2131217 4.8228270 10.4212803 10.0640384 10.1219445 NA 2.8508394 8.4988859 NA 13.3474641 9.6972955 10.0353347 10.3858169 8.6342168 5.0572900 13.8212232 0.7353489 NA 12.4976071 9.0161341 0.7353489 12.0060481 8.2318845 12.2832220 8.4991291 0.1504297 0.7353489 3.3203258 1.1504297 16.4364168 17.0692285 12.4771113 10.5539456 11.9870431 NA NA 3.3983230 10.2969696 9.5534129 10.3846196 9.3792196 4.3203258 18.5183148 18.3820089 12.5384183 NA 0.7353489 -0.8497003 11.4913637 -0.8497003 7.4124962 8.0512677 9.9026478 10.0292183 10.1602296 15.1170641 9.0497579 3.6739634 3.1503972 11.3947648 NA 8.8715002 12.2942386 9.4541817 10.8482373 11.0829849 NA 8.4358032 10.0752134 3.1503972 NA 2.3203403 6.4637369 5.3402240 5.9832901 8.5035479 9.0021500 10.6783666 0.1504297 NA 1.4723318 -0.8497003 10.4946969 7.4358036 13.3339588 12.0446504 11.0400875 10.6036716 NA 4.6739634 13.6792824 7.6220760 11.4762686 6.3303092 9.8380129 10.3523839 9.2285518 10.9517051 3.7353597 NA 9.8680774 7.8121792 10.3635052 9.2963330 8.5512803 13.1288433 3.7942599 9.3183835 7.7278299 NA 12.4678136 0.1504297 0.00458000 0.00458000 0.00346870 -0.00055444 -0.00055444 0.00527490 0.00527490 -0.00013862 -0.00013862 -0.00083160 -0.00083160 -0.00083160 0.57148000 0.57148000 0.57148000 -0.00249380 -0.00290110 -0.00290110 -0.00774820 -0.00774820 -0.00429290 -0.00429290 0.00138680 0.00235810 0.00055459 0.00055459 0.00291330 0.01014600 -0.00401650 0.00402430 0.00402430 0.00458000 0.00458000 0.00458000 -0.00201600 -0.00201600 -0.00201600 -0.00201600 0.00000000 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 -0.00196380 -0.00290110 0.00597000 -0.00774820 -0.00429290 -0.00429290 0.00291330 0.00291330 0.00138680 -0.00747200 -0.00747200 0.00235810 0.00235810 0.00055459 -0.01477800 -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 NA 6.2272174 10.0421847 13.4121286 11.4461699 10.5427184 10.4835563 0.7353489 10.8355878 3.7942599 -0.8497003 1.1504297 7.9019451 9.7897416 10.1240983 15.2377602 5.3132967 12.0711260 8.3026860 9.0607289 8.9218903 10.4835563 NA 9.7278298 5.7503144 9.9164577 9.3780169 10.1104029 7.4846296 1.4723318 NA 6.6502476 6.1045967 9.1852000 11.5018924 10.3894028 7.6342164 0.7353489 2.6098259 0.1504297 10.5682535 10.5330250 9.7651016 12.3039530 11.7969597 8.6036716 10.3604635 10.7779349 10.0714980 10.8395254 5.3203258 11.9551370 3.8120361 12.2942386 9.1588295 10.4683789 13.2248042 3.1503972 4.2796867 9.8560334 10.4329103 11.6557163 10.9019450 2.3203403 10.5221776 10.6235994 14.2174975 9.5341052 8.7521719 7.9448169 13.0280686 8.4572146 8.1865748 10.2867513 8.6581958 3.4723318 10.7212054 9.1118506 9.0811383 12.4976071 12.0060481 10.3278205 10.5539456 6.0330441 8.9513007 12.5384183 -0.8497003 NA 9.4621493 8.8749150 10.8482373 11.0829849 11.0980379 10.0752134 11.1111270 8.4030666 4.5427162 NA 10.0936044 9.3586354 10.1176273 7.3744022 3.8508394 10.4946969 10.6422541 10.6036716 12.7215611 10.5829429 10.4980223 9.3780169 7.0269184 10.2848273 7.0692639 NA 5.7202566 10.6125351 9.7540273 9.3451579 10.3058518 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 & neck squamous cell carcinoma NA NA 5 white not hispanic or latino 2 5 NA NA NA NA 3 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 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 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 7 2.011312e-06 7.975891e-07 59.7560975609756 15.8536585365854 4.8780487804878 7.31707317073171 12.1951219512195 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.00719580 -0.00719580 0.59152000 -0.00959420 -0.00959420 -0.33583000 -0.33583000 0.29135000 0.29135000 0.29995000 0.29995000 0.29995000 0.53837000 0.53837000 0.53837000 0.53837000 -0.32891000 -0.32891000 0.29326000 0.29326000 -0.31902000 -0.31902000 0.28311000 -0.35931000 0.00332990 0.01181800 0.56081000 0.02118300 -0.00064903 0.00624810 0.00903120 -0.00719580 -0.00719580 -0.00719580 0.28881000 0.59152000 0.59152000 0.59152000 -0.27296000 -0.27296000 -0.27296000 -0.27296000 -0.27296000 0.06336600 0.06336600 0.06336600 -0.35236000 0.31771000 0.27998000 0.29995000 0.53837000 0.53837000 -0.00718720 -0.00718720 0.00000000 -0.28632000 -0.32891000 0.29326000 -0.31902000 -0.31902000 -0.04983000 -0.04983000 0.28311000 -0.05455500 -0.05455500 -0.35931000 -0.35806000 0.01181800 0.23721000 0.25543000 0.00777830 0.03806500 0.03806500 0.03806500 0.000 0.000 -0.329 -0.329 0.293 0.293 -0.319 0.000 0.283 0.000 0.000 -0.359 -0.359 0.000 0.000 0.237 0.237 0.000 0.000 0.561 0.561 0.000 -0.321 0.000 0.000 0.592 0.592 -0.273 -0.273 0.000 0.000 -0.336 -0.336 0.291 0.291 0.300 0.300 0.538 0.538 0.000 0.000 0.000 0.000 -0.329 -0.329 0.293 0.293 -0.319 0.000 0.283 0.000 0.000 -0.359 -0.359 0.000 0.000 0.237 0.237 0.000 0.000 0.561 0.561 0.000 -0.321 0.000 0.000 0.592 0.592 -0.273 -0.273 0.000 0.000 -0.336 -0.336 0.291 0.291 0.300 0.300 0.538 0.538 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 NA NA NA NA NA NA 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 & neck squamous cell carcinoma NA NA NA white NA 1 4 NA NA 1 3 3 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.837923e-06 6.242002e-07 33.3333333333333 13.8888888888889 2.77777777777778 29.1666666666667 20.8333333333333 9.6458585 0.1519887 10.0663882 2.4739427 5.0588922 10.3131350 7.8030546 6.9201873 7.8314833 15.9137361 6.2812865 9.6696724 8.2761244 0.1519887 8.0099842 10.0989094 4.7958604 3.6114321 11.2394659 9.4626160 4.7958604 1.1519887 9.7218586 3.1520049 10.3516755 2.9593621 10.7639500 9.3068211 10.8748106 2.1519887 4.5443185 7.3423218 NA 8.9689867 10.1895501 10.0930507 8.7958591 7.8454901 4.4739297 9.3711716 2.1519887 NA 10.5432467 8.2915543 1.1519887 9.6438562 2.6088092 10.3331554 6.9593575 3.4739297 NA 7.0827409 2.4739427 16.0318256 15.9940985 12.9739783 10.1163440 12.0029712 NA 0.1519887 NA 8.0528701 6.7218593 9.8048480 7.7813597 NA 12.5658954 14.3338542 11.4356703 8.8137812 0.1519887 2.7369728 10.2072855 1.7369512 7.3904080 3.9593621 9.3236554 11.0376995 11.6960016 14.3893625 8.8208880 1.7369512 5.5443215 12.0369367 0.1519887 11.0392237 8.7180571 8.3068214 9.3880173 10.3614565 0.1519887 9.2153981 10.3711716 4.7369674 1.1519887 NA 9.3671236 3.8524384 8.0468206 7.1632300 10.6785023 13.2406257 4.3999298 NA 5.3614561 NA 9.5719633 8.0285200 13.2214529 10.3808217 6.8154896 8.3219281 NA 4.6114321 13.9460127 6.3219281 12.9749722 6.9848935 9.2889943 8.7218586 7.4374050 8.6518489 2.9593621 1.1519887 8.2341521 7.3418275 10.3735903 9.6538404 9.1091051 12.2351500 4.0588966 8.4466239 7.6755647 6.1963966 6.7218593 0.1519887 0.0062481 0.0220300 0.4074400 0.3741300 0.3992800 -0.3466400 -0.0151910 3.6569000 -0.0045695 -0.8098000 0.3369100 0.7522300 0.0035414 0.0035414 0.0000000 0.0000000 -0.3968700 -0.0306770 0.0216030 0.0120970 -0.0419740 -0.0419740 -0.4047300 0.0353830 0.0115390 0.7211200 0.4031100 0.2625200 0.0305910 0.0410340 0.7421400 0.0126550 0.0319990 0.0197830 -0.0503700 -0.0459060 -0.0381700 -0.0662520 -0.4163000 -0.4005200 -0.4039600 -0.4039600 0.3372300 -0.3804400 -0.3804400 0.7017600 -0.4023000 -0.0045695 -0.0314960 -0.8098000 0.0035414 0.0000000 -0.4112400 1.2544000 -0.3595400 -0.3904000 -0.0347440 -0.0317190 -0.0431950 -0.0216470 -0.3695200 -0.3807800 -0.3900700 0.3352900 0.3352900 -0.3579500 -0.3967500 -0.4161900 -0.0513160 -0.0770780 0.4385100 -0.4383200 -0.4383200 0.2442100 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 0.654 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 0.337 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 0.654 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 0.337 0.000 0.000 -0.194 0.244 1.1519887 4.8524434 11.8061916 13.4195213 11.0648924 12.2969799 11.2793527 2.7369728 12.2947484 8.2341521 1.1519887 2.1519887 6.2812865 9.9464190 9.5161377 11.5286711 8.3132862 11.3608471 8.8454901 8.4603420 8.4420220 11.2793527 0.1519887 8.8799235 6.2812865 9.1259587 7.4466235 7.7065920 5.7961487 3.6114321 8.7849983 4.3219281 9.2735366 6.9721826 10.2474002 10.1548181 8.7256502 1.1519887 2.9593621 2.736973 3.959362 8.100370 9.368749 6.691161 13.336569 10.576169 12.305238 8.174371 6.810214 9.908559 4.239467 9.550747 3.897240 8.718057 12.687278 8.455784 14.379395 1.736951 6.380821 8.250035 9.8012592 12.6654840 10.9990605 3.9593621 9.8833221 11.0460629 14.3580246 8.7027500 8.6073303 9.3760047 12.0543782 7.7399682 10.0633951 10.7500556 9.7831801 11.2394659 8.3467601 9.3393552 9.3368785 10.5432467 9.6438562 9.9085594 10.1163440 6.1292830 7.0945180 11.4356703 1.7369512 0.1519887 7.8662484 10.1548181 9.3880173 10.3614565 8.3614565 10.3711716 10.1477702 5.9068906 3.3219281 4.4739297 10.0440297 8.3219281 10.3455284 7.9333625 4.3219281 9.5719633 9.8816238 8.3219281 13.7446937 11.3705663 9.7237558 8.6155274 9.7350858 11.1819804 3.8524384 1.7369512 8.5095549 10.2031440 9.3017502 8.5486077 9.6872784 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 & neck squamous cell carcinoma NA NA NA white hispanic or latino 2 5 NA NA 3 4 3 3 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.2484e-06 3.121001e-07 31.1111111111111 17.7777777777778 4.44444444444444 26.6666666666667 20 11.8238199 NA 9.9787310 NA 2.1052758 11.2046348 7.6130815 7.1276549 8.0623889 16.1859068 6.3436921 9.1095073 8.5294532 NA 9.2422781 9.3744138 5.4272139 7.1713760 10.9330266 8.3532143 4.0121753 0.1052758 4.3532174 10.3123013 10.7079859 NA 10.7396443 10.0159297 10.6784608 0.6902830 2.5647196 8.0098314 NA 11.2833293 8.5891028 9.4879110 10.2196800 10.1881013 4.3147400 11.7827864 8.0968090 1.9126499 11.7712890 8.9270609 3.1052925 11.6312971 4.8378272 11.0345454 8.7400981 NA 3.2752157 3.4272173 1.4272307 15.5797535 16.5419288 12.8600701 10.6911884 11.8340579 NA 4.9381776 4.2345703 10.3561775 8.7291683 11.8709875 9.2914012 NA 15.2118090 17.0229213 13.0275926 4.8332089 -0.8945901 1.1052758 11.1554758 NA 8.3049595 5.7777116 9.8753479 10.3918447 10.4056395 14.4355386 8.7273388 3.4975996 7.2242284 11.9833379 -0.8945901 10.2569379 11.4597871 11.6694365 11.7726203 10.3819930 NA 8.9864010 10.7869647 7.6130815 0.1052758 NA 8.3996321 7.3953062 4.1496821 8.4022033 9.6051328 11.2098857 0.6902830 1.6902383 8.6827158 NA 10.3383074 6.4181697 12.6626310 10.5210287 9.1895639 10.0293572 NA 3.5647196 13.1204407 8.4384422 10.7056645 10.1010541 10.0507308 9.1962065 9.0256398 9.1193074 2.6902606 0.1052758 11.9425207 8.8280946 10.8572494 9.9585965 9.2255249 11.7843272 4.0594851 9.2458868 8.2777147 NA 9.7794792 0.1052758 0.00090736 0.00090736 1.37500000 0.12697000 0.12697000 0.26844000 0.26844000 -0.26492000 -0.26492000 0.58147000 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 0.00235810 0.00750000 0.00750000 0.94106000 -0.03367700 0.00000000 0.00000000 -0.00194020 0.00090736 0.00090736 0.00090736 1.37550000 -0.53825000 -0.54693000 -0.00788630 0.10804000 0.10804000 0.10628000 0.10628000 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 -0.01161100 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 0.556 0.556 -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 0.556 0.556 -0.179 -0.179 0.000 0.000 NA 7.1442055 11.0685443 13.3233204 11.5751831 10.5503018 10.2118500 2.4272039 11.1045824 3.9632707 3.1927465 6.5810198 8.6229563 10.9546921 10.5564981 13.4079259 4.7689148 11.4838528 8.3744135 8.8576007 9.0106741 10.2118500 -0.8945901 9.6190146 7.5357396 9.0150152 6.1052863 9.5050990 7.5613132 5.4272139 4.0121753 6.0121776 7.0419252 7.6091130 9.3837365 9.7135419 8.1632788 2.2752157 4.4628376 4.690249 7.816093 9.174065 8.669436 9.755441 10.887466 11.270194 10.654109 11.007662 9.480326 9.825531 9.675143 11.285818 4.686338 11.459787 10.838302 9.903759 13.199749 11.787623 3.912640 10.096100 10.7540940 11.2629497 12.4335412 3.3532104 10.9756517 10.8186735 13.6975647 9.2963461 9.5544356 8.8501209 12.6348395 9.5194859 9.1193074 10.2118500 9.9562552 10.9330266 9.7643909 9.8013852 11.0739538 11.7712890 11.6312971 9.5357396 10.6911884 6.3906900 10.4986774 13.0275926 3.1927465 0.1052758 8.4911492 9.8891037 11.7726203 10.3819930 10.7878427 10.7869647 10.4294675 7.0825674 2.5647196 NA 9.4309185 9.7951715 10.5956365 10.5825394 8.3413013 10.3383074 10.1081020 10.0293572 12.8900241 10.9130444 9.8635101 9.8676690 7.9879302 11.5037635 5.1927505 0.1052758 11.9777695 11.2694303 9.3987587 8.5419984 11.1787591 8.2216311 9.8272406 6.1927505 TCGA-MZ-A6I9 68 1 489 NA head and neck NA NA NA NA male 2012 NA no head & neck squamous cell carcinoma 14 1962 NA white not hispanic or latino 2 5 NA NA 3 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.283078e-06 6.935557e-07 31.0344827586207 17.2413793103448 5.17241379310345 29.3103448275862 17.2413793103448 7.8281384 NA 10.6999818 -0.1376478 1.1842803 10.2127406 9.5885720 6.0911730 8.3481833 14.8241879 6.1932710 8.9257491 5.3859142 -1.1376478 9.0297720 10.1904677 5.3859142 5.3380856 11.5154229 8.9993450 1.8623522 0.4473147 6.8453470 5.3701468 10.6326048 NA 9.9636729 10.5796019 10.4520050 0.8623522 2.1842803 8.4526226 NA 12.0980689 8.2610978 9.6632537 9.6583934 8.6664850 4.4473147 11.4466117 3.9067463 NA 9.8964650 8.2286759 4.3859142 12.2920221 10.7623452 11.2635000 6.2373935 0.4473147 -0.1376478 4.9916352 2.1842803 13.9143682 13.9768775 12.6377584 10.5536612 11.7893910 NA 2.3217838 1.6697071 10.4543436 8.7662357 12.2047064 9.4907993 NA 13.9841706 17.2701569 9.8474843 NA 0.8623522 -0.1376478 11.1723985 NA 7.6239049 2.0322772 9.8795312 10.1848453 11.0038224 14.1806848 8.8957767 3.1102797 3.5062084 11.2791514 -0.1376478 10.2005330 13.0032635 8.4752223 10.8306607 10.7908722 -1.1376478 8.8847215 10.2626996 5.5347807 NA NA 8.3684829 6.0019058 6.3217856 8.7556554 9.1114672 10.7195573 5.8048693 -0.1376478 6.6825326 NA 9.7334891 6.2717450 13.3072393 11.4061107 9.1172054 9.5089125 NA 4.5062084 13.5242989 8.4510685 10.9455008 8.8524577 9.9858287 8.7460359 9.2823140 9.0657018 3.1842803 -0.1376478 11.2455181 8.3135651 10.6342559 10.4421412 9.2384793 11.2959393 4.3217838 8.2199057 7.6239049 0.4473147 10.9871214 2.3217838 0.0318910 0.0758470 1.2497000 0.0670880 0.1174100 -0.0324610 0.0476940 -0.0241140 0.0432990 -0.1515700 0.0629370 0.1028700 0.1342400 0.2091600 0.0886920 -0.0069007 -0.3647600 -0.0397830 -0.2120600 0.0123760 -0.2808700 -0.3044700 0.0981240 0.0360880 -0.0985500 -0.0495600 0.0569400 0.7773300 -0.0760960 0.0122370 0.0650830 0.0314430 0.0314430 -0.3376300 -0.0551430 -0.0415670 -0.0728390 -0.0319050 -0.3706500 -0.3231600 -0.0614200 -0.0746990 -0.3369900 0.0915230 0.0915390 -0.2166400 0.3399400 0.0319850 -0.0030475 -0.2003700 0.1318400 0.0886920 -0.0371930 -0.0500550 -0.1156100 -0.4040700 -0.0168410 0.0503920 -0.3310100 -0.3057400 0.1043900 -0.3753500 0.0378380 -0.0246610 -0.0521260 -0.0306770 -0.3578300 -0.0636780 0.0141900 0.0141900 0.0955080 -0.0606140 -0.0777450 -0.0787230 -1.293 -1.293 -0.365 -1.293 0.000 0.000 -0.267 -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 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 -1.293 -1.293 -0.365 -1.293 0.000 0.000 -0.267 -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 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 -0.1376478 6.7632203 11.3210168 12.2092830 12.2937209 10.9318036 11.1506432 7.4953490 10.9796723 3.9916352 4.2199042 5.4473180 8.3562094 9.8489071 10.6733271 15.4337214 4.4470171 12.2553420 8.4073183 8.7488278 7.8252501 11.1506432 -0.1376478 9.4426124 6.0121016 9.4031309 4.6952422 8.8735810 7.0747773 3.4473147 7.9040132 5.4597365 7.8567075 7.4510685 6.9338157 10.4719943 7.7722473 1.4473147 4.2546696 NA 3.385914 8.870782 8.024745 11.021910 12.998864 8.136149 11.905381 10.466907 7.912203 9.320760 6.555841 10.860944 6.091076 13.003263 8.538311 9.474301 13.659391 11.303742 4.720333 9.457611 10.3612031 12.1726826 11.5230183 1.1842803 10.8389180 10.1162014 13.8320956 7.6984039 8.4770637 8.1267963 11.5243546 10.0189173 9.3522017 9.7945686 9.3839544 11.5154229 9.5558409 10.5201189 9.9012728 9.8964650 12.2920221 9.2363065 10.5536612 6.4092484 8.0095588 9.8474843 -0.1376478 -1.1376478 8.5627934 9.3461695 10.8306607 10.7908722 10.3646884 10.2626996 10.0711978 7.3258784 -1.1376478 -1.1376478 9.5873110 8.3542071 9.6817346 9.0247452 3.9067463 9.7334891 10.3456658 9.5089125 12.7674588 11.2878321 10.7141029 7.7601990 8.1820258 11.0028642 5.6697100 -1.1376478 10.7152734 9.7859265 9.1546756 8.4604063 10.6964298 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 & neck squamous cell carcinoma 39 1973 2 white not hispanic or latino 2 4 NA NA 2 3 1 2 2 3 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 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 1 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 6 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 0 0 0 6 0 0 0 6 4.716179e-06 2.323412e-06 12.1359223300971 43.6893203883495 1.94174757281553 26.6990291262136 15.5339805825243 7.9843045 8.5470140 11.1085312 NA 2.5395311 10.3266965 7.4248768 7.0975149 9.5618874 15.5689985 7.2583380 7.7489730 9.2869666 0.3696061 8.3295963 9.9164890 7.3121088 3.8290275 5.9843045 7.2024843 NA 4.0700372 4.8614492 8.0025895 8.9676470 2.5395311 9.8166778 9.5532299 10.5180711 -0.6303939 2.3696061 8.6066610 -0.6303939 13.2419808 4.9545593 10.4630121 9.9087533 8.6982695 3.4570558 11.6787866 0.3696061 -0.6303939 12.1100077 9.1059965 0.3696061 11.1410840 5.6260390 10.1394324 5.0420183 NA -0.6303939 5.4781176 2.6915118 13.6880625 13.0832431 12.5457677 11.1745322 10.5863404 NA -0.6303939 0.9545686 9.5581834 8.6222598 11.4620213 8.5984132 -0.6303939 17.5634952 17.4284266 8.4911280 0.3696061 0.3696061 4.0700372 11.7845440 2.1769610 4.7958604 4.6915230 8.3689743 8.9750741 12.0930422 13.5285986 9.1640104 7.0206467 4.7619129 12.8695649 1.3696061 8.7683382 12.7239100 7.6457189 9.3766218 10.4423971 5.1509536 8.2824838 8.9318370 9.0872708 NA NA 5.0445646 7.6363810 3.6175218 9.0630814 7.9843045 12.7408266 2.8290174 NA 6.6915230 NA 10.9704366 6.1769490 13.0854493 10.1194640 9.6375164 11.2376454 NA 0.9545686 13.5202145 9.7381010 11.5848241 6.3808212 10.0449871 9.5519889 9.1704945 9.3208793 -0.6303939 2.3696061 8.1110616 9.8931565 10.6699471 9.1311457 8.5445202 12.0087091 2.9545500 10.1835119 9.1945532 -0.6303939 10.3317676 -0.6303939 0.0338310 0.4195700 0.7432800 1.1249000 1.2101000 -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 1.3293000 -0.0325160 -0.0332690 0.0519560 0.0519560 0.0338310 -0.4156400 -0.2546600 -0.5202000 -0.4971500 -0.4971500 -0.4971500 -0.3612500 -0.3775100 0.5436500 -0.3374500 0.0029675 -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 -0.4120100 0.0502500 -0.0806740 -0.0806740 -0.0309500 -0.0049844 0.0246890 0.1822300 -0.3368700 0.6529500 -0.3298200 -0.0310860 -0.4264800 -0.0015243 -0.4756400 -0.0325160 -0.0325160 -0.0325160 0.000 -0.163 0.000 -0.401 0.305 0.305 0.000 0.000 0.000 -0.365 0.000 0.466 0.000 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 0.305 0.000 0.000 0.000 -0.365 0.000 0.466 0.000 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 -0.6303939 7.0420194 10.1386059 11.1419091 10.6601895 9.8921761 10.9413472 0.3696061 11.7755337 5.7958604 1.6915342 5.1769490 6.6269822 8.4275861 11.3671269 14.9965583 5.0485109 12.7294813 8.9953033 8.6015836 4.1769530 10.9413472 2.3696061 11.1733220 2.3696061 10.2374909 3.0700286 10.8372001 8.8014474 6.6549968 0.9545686 5.6549968 5.9695074 8.1672561 7.0278065 11.1152689 8.4329895 1.3696061 3.5395187 NA 5.998951 10.563736 10.444372 10.954557 10.686442 8.824922 10.239959 10.425555 8.045552 9.626982 9.080401 11.082122 6.348820 12.723910 8.814609 9.687007 13.412607 10.962052 3.070029 9.862449 10.072633 10.903897 10.719981 1.954569 9.660765 10.420803 13.893884 8.696024 8.013451 6.916489 12.677649 9.985077 9.569267 9.409884 11.918657 5.984305 10.006219 9.544520 6.559418 12.110008 11.141084 10.846847 11.174532 8.167256 4.227579 8.491128 4.124485 NA 8.491128 8.804223 9.376622 10.442397 12.092615 8.931837 10.344009 8.774736 NA NA 7.914057 7.478119 8.929927 4.727147 5.744635 10.970437 9.847353 11.237645 13.121557 11.639890 11.375921 6.335380 8.134466 8.485938 3.539519 2.539531 8.192962 7.654118 9.424877 9.047314 8.789555 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 & neck squamous cell carcinoma basaloid type 30 NA NA white not hispanic or latino 3 5 NA NA 3 4 3 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 4 5 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 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 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 0 0 0 0 5 1 0 1 0 0 0 0 0 0 0 0 0 0 4 4 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 4 0 4 4 0 0 0 4 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 5 0 1 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 0 0 0 0 0 7 8.496058e-06 2.947612e-06 19.2192192192192 67.8678678678679 1.8018018018018 6.00600600600601 5.10510510510511 8.9562658 0.8103197 10.9796323 2.8103403 1.8103197 10.1512963 7.2574171 8.0246527 8.8145539 16.1438558 6.2449612 8.1457238 5.3801892 -0.1896803 9.0736028 9.2522404 5.1322601 7.2154748 10.8629016 8.9004460 5.7645293 -0.1896803 4.0197909 3.5107721 10.5871778 NA 9.6814688 10.3677973 11.2674579 -1.1896803 1.6176746 8.6389459 NA 14.0058211 8.7861814 9.7164124 10.7157205 8.5949684 6.2860661 10.6023104 0.8103197 NA 9.9116526 8.6160775 4.0197909 12.4550911 1.1322478 10.9843229 4.5652194 NA -1.1896803 -1.1896803 NA 15.1426836 15.5761933 12.6841621 10.9178776 11.8733915 NA NA 1.6176746 10.7403316 8.9889985 12.0461982 9.8831361 5.3181288 12.8671406 18.4722438 12.7077063 NA 0.8103197 2.1322478 11.3126681 NA 7.8817961 3.8977922 10.2878085 11.0817966 11.1763825 14.0121894 9.1118297 4.1322643 3.4541891 11.5337812 -0.1896803 9.9473247 12.3194850 9.2574168 11.1678856 11.8903182 -0.1896803 8.9096813 11.1271808 3.5107721 NA NA 8.5082916 3.7172213 6.7172240 9.0331284 8.8243542 11.1305700 1.9802447 NA 9.1961959 NA 10.5133719 6.9852591 13.5303105 11.8849768 9.3085445 10.9011076 NA 1.8103197 13.5319134 8.8257487 10.9047412 8.8173607 10.0991996 9.0562665 10.2069383 9.7232229 1.9802447 0.3952822 10.5077356 9.0112323 11.1297234 9.2344999 9.0161269 11.1554615 3.3338960 8.7366296 8.0026266 -0.1896803 11.7703355 0.8103197 0.0011093 0.0011093 0.9618500 -0.0151340 -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 -0.0099565 -0.0187650 -0.0187650 0.0066653 -0.0213730 0.0127950 0.0127950 0.0095883 0.0711040 0.2131500 0.2191400 0.4287300 0.0011093 0.0011093 0.0011093 -0.0213390 -0.0213390 -0.0213390 -0.0213390 -0.0220580 -0.0220580 -0.0220580 -0.0220580 -0.0282180 -0.0151340 -0.0151340 -0.0175290 0.4852700 -0.0085766 -0.0085766 0.0104240 -0.0123000 -0.0123000 0.0000000 0.0000000 0.0000000 -0.0096806 -0.0096806 -0.0099565 -0.0187650 -0.0187650 0.0036076 0.0036076 0.0066653 0.0095883 0.0095883 -0.0213730 -0.0213730 0.0127950 -0.0369460 0.3971200 0.0051359 0.0647970 0.0563480 0.0597900 0.000 0.000 0.000 0.000 0.000 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 0.938 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 0.938 0.000 0.000 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 6.9852591 10.5818230 11.4730019 11.6410468 11.0747761 10.9565840 7.1186722 11.0457495 3.7172213 -1.1896803 4.4827580 8.0700769 9.8669713 11.0078575 14.7349373 4.3401563 11.8101574 4.7645319 8.7269892 9.5826482 10.9565840 NA 9.6006821 5.3021874 9.2407234 7.1853730 8.6014963 7.2818466 3.5652194 1.1322478 4.8977971 7.6990768 7.9188579 10.3363436 10.6245155 8.3319340 -0.1896803 1.8103197 NA 5.318129 8.296163 8.617689 10.082963 12.345244 8.041555 12.062555 10.428260 8.685315 10.064181 5.538253 11.130852 5.521415 12.319485 6.804687 9.859501 13.493406 10.249645 4.202653 9.949245 11.3634828 12.2941493 11.8278380 1.8103197 11.6128499 10.7539473 15.4006403 8.2636044 8.3877623 8.0075504 12.1755624 9.5702967 8.8340880 10.0624076 8.6636431 10.8629016 10.6929766 10.6776123 9.2718129 9.9116526 12.4550911 9.9096813 10.9178776 5.9083662 8.7351461 12.7077063 -0.1896803 -1.1896803 9.1254832 8.9549919 11.1678856 11.8903182 9.9479652 11.1271808 11.0436537 7.3417154 2.1322478 NA 10.2930962 7.1049541 10.3275108 9.0688997 3.2026528 10.5133719 10.5094722 10.9011076 13.3196756 10.9077073 10.8064539 9.1186725 5.5245778 11.0133756 2.8978019 -1.1896803 6.0001578 10.9990460 10.1706320 9.0087785 11.6364848 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 & neck squamous cell carcinoma 9 NA 4 white not hispanic or latino 2 4 NA NA 1 3 4 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.60649e-06 1.491145e-06 25 18.9189189189189 2.02702702702703 27.7027027027027 26.3513513513513 9.3411154 NA 10.9536277 4.4407994 7.3077955 9.9209450 -0.0185857 4.0688256 9.5914679 16.7704342 7.5997515 7.7528556 7.8972453 NA 8.4570993 10.2227531 4.4076315 4.0688256 4.7887222 9.5483711 3.0688256 -1.0185857 11.2149855 6.2197706 9.7228328 NA 10.5311505 10.4351509 10.1773531 2.1513068 3.7362585 7.9565545 NA 13.0816175 8.3100406 10.7257792 9.9918940 7.4201573 6.9586455 10.6225144 3.2292957 -1.0185857 11.3389178 8.3323051 -1.0185857 10.4881692 5.4164952 10.8189938 7.2340309 NA NA 4.1512906 2.1513068 15.3774349 16.2001834 12.6552270 10.5798837 11.5144522 NA NA 1.3032839 10.5526444 8.9743042 11.6863502 8.6324176 0.9813412 17.7854653 18.5982592 9.5691434 -0.0185857 1.9813778 NA 11.3402917 NA 6.9643594 1.7887275 9.6600187 9.7445782 11.4222350 15.5351601 8.8655363 7.3345129 4.0688256 12.3604734 -1.0185857 10.1889903 12.0128878 9.1450156 11.0944568 10.6577637 -1.0185857 8.4118186 10.2440480 8.5205248 -0.0185857 NA 7.1915498 5.4570985 6.6537909 11.0598503 8.6765943 11.7993487 -0.0185857 NA 8.2828619 NA 11.0960842 8.0175395 12.7722234 11.7097116 8.9744034 9.3312000 2.6818091 1.5663281 13.4152120 8.0009566 11.6123155 8.2125868 9.1525427 8.9112455 5.6252208 10.4294822 2.3032839 NA 10.7619056 7.8455521 11.2419914 9.0461085 8.5960757 10.7207245 2.6818091 7.8640090 7.8486448 -0.0185857 10.2434607 -0.0185857 0.324310 0.304570 3.656900 1.081400 2.129300 -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 0.230710 0.195270 0.276160 -0.113910 0.269230 -0.581860 -0.111420 -0.112340 -0.125280 -0.133680 -0.133680 -0.151960 -0.548950 -0.548950 0.623090 -0.137680 -0.137680 -0.126680 -0.126680 -0.126680 -0.130960 0.400280 0.258090 -0.542230 -0.909340 -0.136000 -0.033950 0.226230 0.226230 -0.117040 0.406270 -0.105520 -0.121870 -0.708180 0.823330 0.823330 0.647810 0.638100 0.638100 -0.122460 -0.084926 -0.551460 0.300900 0.528360 -0.127200 0.091010 0.091010 -1.227400 0.000 0.226 -0.117 0.149 0.626 0.000 -0.116 0.823 0.000 -0.138 0.840 -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 0.260 0.260 0.329 0.329 -0.109 0.212 -0.136 -0.136 0.000 0.000 0.000 0.226 -0.117 0.149 0.626 0.000 -0.116 0.823 0.000 -0.138 0.840 -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 0.260 0.260 0.329 0.329 -0.109 0.212 -0.136 -0.136 0.000 0.000 NA 6.2759866 10.4841977 11.7957480 10.8784549 10.7850933 11.3077953 4.0688256 12.7426054 9.1908193 -0.0185857 4.5359534 5.1711908 8.6731094 10.1087154 13.1962920 3.7325080 11.3923471 9.3178725 9.2986540 5.5512207 11.3077953 1.7887275 9.9341070 0.9813412 8.0835251 5.4243108 9.7935271 6.8984986 4.3032912 -0.0185857 5.8640078 4.4732219 9.7619055 9.4581121 10.6621649 8.6956115 1.7887275 2.6818091 -1.018586 4.788722 9.596996 13.676047 9.113223 10.668304 10.433607 11.324274 11.534995 6.473219 10.488665 8.031214 9.464174 4.072217 12.012888 8.516641 11.299344 14.085514 10.931193 NA 9.322329 11.0068515 12.2181275 10.0481277 0.5663768 10.4361791 11.2466879 14.4710558 9.5253642 8.6590854 8.1106488 11.6066180 9.9759527 9.4861848 10.3128427 10.1693364 4.7887222 11.0444238 9.1810382 6.5049270 11.3389178 10.4881692 10.5093314 10.5798837 6.6252223 4.2292957 9.5691434 NA -1.0185857 8.4911408 9.8063245 11.0944568 10.6577637 10.1387127 10.2440480 10.5445621 7.5397862 NA -0.0185857 9.8935665 7.3220615 10.4995272 7.2340309 3.9813686 11.0960842 10.3444054 9.3312000 13.5244581 11.3631791 10.6188964 8.1956847 8.7757818 10.5234303 -1.0185857 NA 4.6818034 8.9118372 8.6052473 9.6626043 9.5738229 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 & neck squamous cell carcinoma NA NA NA NA NA 1 6 NA NA 1 1 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.358089e-06 6.588779e-07 43.6781609195402 6.89655172413793 3.44827586206897 27.5862068965517 18.3908045977011 12.1380994 1.1548424 10.5008912 -1.1671505 4.3874797 11.0985077 -1.1671505 6.2252094 8.8759198 15.9588912 6.6594408 8.0276495 8.8272462 -1.1671505 9.0532710 9.0879213 5.2422824 3.9621788 10.6236483 8.7216358 -1.1671505 0.8329305 7.9621753 12.1914065 10.2041247 5.1548222 11.3222389 10.2343055 10.5315973 NA 4.4178525 8.3368573 NA 13.6190601 10.0423460 9.7352678 10.6830794 6.5877805 7.1182943 11.0155973 4.4178525 NA 12.2201022 8.5911158 1.6402507 6.5123723 3.1071522 11.9256498 5.8663146 2.5333391 0.8329305 2.5333391 NA 14.4680155 14.5440901 12.0458555 11.3344810 11.8444693 NA NA 3.4767446 11.6454711 8.5454198 10.4060664 9.5393886 -0.1671505 16.9709744 15.8894457 13.6091714 7.5436993 2.7397833 -0.1671505 11.9645888 -1.1671505 10.0423460 4.7397833 10.4676402 10.0015647 10.3860419 15.9165070 9.1066883 7.1366733 7.2923244 11.8503970 -0.1671505 10.8935885 11.2211790 7.6305540 9.1286615 11.9976424 NA 8.5402517 10.4323406 7.5944440 NA -0.1671505 5.1291676 5.7636293 7.4328058 9.0325648 9.6273084 10.8087406 2.6402507 NA 4.3247458 0.5063988 10.8915608 9.2337721 12.7220163 9.8215773 10.1835611 9.8711258 2.2923106 5.5877790 13.3980542 8.4658880 11.7356446 11.7558486 10.0820061 9.7755244 3.0808282 11.3227406 2.4178660 0.8329305 10.2758361 9.0115574 11.8212223 9.8922371 9.1446409 12.0362406 4.3874797 9.3939419 9.0605084 -1.1671505 3.7870876 0.4178120 0.0130600 0.0044411 0.1048200 1.5103000 1.5851000 -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 -0.2669600 -0.3247500 0.1108100 -0.1844300 0.0190830 0.0190830 1.0312000 -0.1843300 0.0108420 0.0706730 -0.0142960 0.0130600 0.0130600 0.0044411 -0.3026300 -0.3026300 -0.3026300 -0.3026300 -0.1971200 -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 -0.0336440 -0.3333500 -0.1484500 -0.3482400 -0.2669600 0.0000000 0.0000000 -0.3381400 -0.0585960 -0.0585960 -0.1844300 -0.1490100 -0.3474400 0.0632230 0.0702430 -0.3112000 0.5788000 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 2.0028105 5.7277108 10.5492834 12.6038661 11.5326819 10.0938121 10.5861093 9.8237057 11.3032973 8.2902737 -0.1671505 2.7397833 6.7397833 10.4494415 10.8556071 12.9140431 2.4310078 11.6891236 7.0617114 8.7027330 4.6908752 10.5861093 2.8328900 10.8019193 4.1182933 8.4115483 3.4178525 10.4230118 8.3225199 5.3247458 -1.1671505 7.0799658 0.4178120 8.6240556 7.6337923 9.9634631 7.4103216 1.8328900 1.8328900 -1.167150 9.686982 12.038686 10.688143 7.597764 11.017768 9.837815 9.559962 12.577621 8.143505 10.410793 9.779799 9.797234 4.063253 11.221179 8.849701 10.746904 12.504262 6.387481 3.787088 9.491997 11.810351 12.106688 9.606856 0.417812 11.173021 10.982005 13.821620 7.225210 8.120605 8.668943 11.100850 9.164302 9.073684 10.604795 9.632984 10.623648 10.679558 8.328748 6.547138 12.220102 6.512372 10.465433 11.334481 6.267521 5.372050 13.609171 2.640251 1.640251 8.928290 11.507085 9.128661 11.997642 11.878823 10.432341 11.045693 8.766583 3.533327 4.118293 9.721590 9.370111 11.999526 6.259158 4.356454 10.891561 11.787089 9.871126 12.533982 10.700171 9.675243 9.415035 10.750638 9.773206 NA -1.167150 3.356454 8.341460 9.632174 9.837815 11.089986 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 & neck squamous cell carcinoma basaloid type NA NA 1 white not hispanic or latino 3 5 NA NA 3 4 3 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 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 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 1.2484e-06 4.508112e-07 44.8979591836735 22.4489795918367 2.04081632653061 16.3265306122449 14.2857142857143 9.6623663 NA 10.9287287 NA 2.1671652 10.7188858 7.1558625 8.2457733 8.9041430 16.3320517 7.1482691 8.2981772 8.5948396 NA 9.8031978 8.7063365 6.1806392 5.4891062 10.9281746 9.2669636 -0.4177330 3.0416460 3.7521384 10.9176053 11.6551849 NA 10.3607028 10.2856860 10.7499468 1.6781170 2.5822188 10.2308422 NA 13.4670533 7.0084802 8.4827196 11.6585295 6.4087628 3.9041469 11.4043875 -1.4177330 NA 13.0731912 8.7965342 2.1671652 12.2287737 3.0416460 11.9918711 1.3895668 -1.4177330 1.1671652 2.7521491 -0.4177330 14.8031200 15.7771812 12.8140332 10.0755701 12.9578654 NA -1.4177330 2.5822188 11.2204246 9.9696939 11.4178707 10.4887298 2.9690307 15.5598080 18.1303765 12.7271122 -1.4177330 0.1672295 -1.4177330 11.8494406 NA 6.1969257 2.7521491 11.4267932 10.7220860 9.2608151 14.6965064 9.3219955 4.1671813 7.9086442 10.9066768 -1.4177330 9.5077695 11.6591809 11.5809817 11.8308838 11.8705043 NA 8.8074225 11.6635320 8.0680441 NA NA 7.3560795 5.7521411 4.6907411 8.8560106 11.9569828 10.0875303 0.1672295 0.5821706 8.3927867 NA 7.6156377 8.3570021 13.0099207 11.5347742 9.8341825 10.5804528 NA 0.1672295 13.1173081 8.6307018 11.1111574 9.1830572 10.9274206 9.5854095 7.6374972 9.0210069 0.9041180 2.4891062 11.8164337 8.7855630 11.4464011 10.9594255 9.5327708 11.6068352 5.1213719 9.5649733 9.3586479 -1.4177330 10.0690500 NA -0.00249380 -0.00249380 0.00332990 -0.05037000 0.00324200 0.00173920 0.00173920 -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 -0.00398700 -0.00398700 -0.01381500 0.99800000 0.00194180 -0.69266000 0.00000000 -0.00249380 -0.00249380 -0.00249380 0.00402430 0.00402430 0.00402430 0.00402430 -0.01632100 -0.01632100 0.00319100 0.00319100 0.00319100 0.00324200 0.00324200 0.00324200 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 0.00930980 0.00972760 0.00527490 -0.70890000 -0.73105000 -0.00124730 -0.71622000 -0.00705760 0.01810300 -0.00961300 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 NA 7.2998912 10.3228391 11.6307019 10.9966360 10.0690500 9.9309431 1.9041565 10.7901444 4.0084779 3.2826474 5.4648577 8.2528712 10.1596438 11.3253664 13.0147569 3.8698319 11.6035420 8.2133920 9.0412266 8.7446061 9.9309431 0.5821706 10.4732392 6.0579484 8.9003286 3.0416460 9.7401934 9.4070704 4.0084779 0.5821706 7.1480403 6.5652087 7.5099927 7.0780697 9.4269207 7.6933503 2.7521491 3.2260769 1.582219 7.470958 8.163416 11.720938 13.625926 12.350916 9.799567 10.177472 8.896232 8.824198 10.791668 9.608047 10.780660 5.505958 11.659181 12.195199 11.415500 13.485880 10.505542 6.282655 10.984961 10.319040 11.562176 12.849294 2.830134 11.896090 10.486473 13.675011 10.403590 9.331246 9.800173 12.895169 10.335403 9.512213 11.344180 9.440973 10.928175 10.968347 9.549441 8.990545 13.073191 12.228774 10.184914 10.075570 4.885994 6.983094 12.727112 2.041664 0.904118 9.740825 11.515168 11.830884 11.870504 10.202893 11.663532 11.403391 9.053890 2.752149 -1.417733 9.901492 9.156808 10.893112 6.825389 2.489106 7.615638 11.257069 10.580453 12.133443 10.110669 10.188620 9.887707 5.310137 10.230573 4.074069 0.904118 10.071561 10.489804 9.573028 9.957798 12.302780 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 & neck squamous cell carcinoma NA NA 4 white not hispanic or latino 3 2 NA NA 3 4 3 3 2 3 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 4 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 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 4 0 0 4 0 4 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 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 4 0 7 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 0 4 0 4 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 7 0 0 4 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 8.888938e-06 3.343801e-06 13.0242825607064 78.5871964679912 1.98675496688742 3.75275938189845 2.64900662251656 6.3908757 NA 10.4531315 -1.1009791 1.2209490 9.9738328 10.8691283 4.7570019 8.3564031 15.9860604 6.7192012 8.1445751 7.8386014 NA 9.4821051 9.7350728 5.5137308 3.5994606 11.4586384 8.4225841 3.2209490 -1.1009791 6.5210743 2.8990209 10.3142360 NA 10.3645887 10.3757685 11.1332410 -1.1009791 1.4839834 8.2291548 NA 14.3327382 7.2913402 10.2483036 10.7409797 10.5656902 5.0075454 12.6598462 1.2209490 NA 11.0244358 9.1890412 -1.1009791 13.0135781 4.0689459 11.0607841 4.4225829 NA -1.1009791 5.5137308 2.3584525 14.8285344 15.3686336 12.9931825 10.5068150 12.0387336 NA -1.1009791 1.2209490 10.8951427 9.4117629 11.2391506 9.8698472 0.4839834 16.1330539 18.2953867 9.7421583 NA -1.1009791 0.4839834 12.1281416 NA 6.2913402 1.8990209 9.8434049 9.6836572 10.7421583 13.6449067 9.6795621 1.4839834 2.0689459 11.7396036 -0.1009791 10.2571240 12.9386080 6.1084764 10.4092921 11.6649300 NA 8.7176045 10.2913398 4.8059115 NA NA 7.6516703 3.5428771 7.9597180 8.8208634 8.2675288 10.8374993 0.4839834 NA 6.4304040 NA 10.1187959 6.5925094 13.3080817 11.1760191 8.6976074 10.5437800 NA 2.0689459 13.5694020 9.0114618 11.4110220 8.4821053 10.4750342 9.5613435 11.1655161 7.7192012 1.2209490 1.2209490 11.3365144 8.0283056 9.3988683 9.9345088 9.1611173 11.4724328 1.2209490 8.7350726 7.7382260 NA 12.0769090 NA 0.0083351 0.0083351 1.2167000 -0.0149160 -0.0149160 0.0134920 0.0134920 0.0066653 0.0066653 0.0211830 0.0211830 0.0166720 -0.0011087 -0.0011087 -0.0011087 -0.0149160 3.3491000 -0.8432300 -0.0011087 -0.0068800 0.0084743 0.0084743 -0.0128510 -0.0518560 0.0055529 0.0055529 -0.0165670 -0.0861150 0.0000000 0.0000000 0.0000000 0.0083351 0.0083351 0.0083351 -0.0062286 -0.0062286 -0.8642100 -0.8633400 -0.0021938 -0.0021938 0.0203430 0.0203430 0.0160060 -0.8420300 -0.8420300 -0.8826800 0.0134920 0.0066653 -0.0012473 0.0211830 -0.0011087 -0.0011087 -0.0334050 -0.0116110 -0.0049374 0.0262330 -0.8432300 -0.0068800 -0.0172540 -0.8565400 0.0049969 -0.0683850 -0.0128510 -0.0332690 -0.0332690 -0.0518560 -0.2309200 0.0055529 -0.0894340 -0.0894340 -0.1644700 -0.0615140 -0.0615140 -0.0615140 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 NA 6.3584543 9.9351960 12.5222180 11.7959224 10.0919316 10.4391504 1.4839834 10.1593538 4.1469484 2.4839834 5.6132664 7.3666282 9.9549826 11.0866837 15.9373734 4.3718376 11.8314217 8.3666278 8.8406864 5.5855214 10.4391504 -1.1009791 9.7693871 2.5994606 9.9921824 5.1084743 9.8919465 7.6297639 2.4839834 -0.1009791 4.6539084 8.1157683 6.8933756 8.6081062 9.9678006 9.1410056 -0.1009791 -1.1009791 NA 5.0888455 9.7366504 9.2631462 12.3437784 11.6926257 6.6934382 10.8141548 10.5933802 8.3252870 10.0832779 3.7570019 11.2452590 4.3518827 12.9386080 6.6063815 10.1151619 12.5536371 11.6850877 0.8990209 9.9603936 11.3307811 11.8746912 9.5572339 -1.1009791 11.2669831 10.9220836 14.7479367 8.0962392 9.0424055 8.6572456 12.3024339 9.6352804 9.2999017 10.5780625 9.8869968 11.4586384 10.5160306 10.3383338 5.3747543 11.0244358 13.0135781 9.8006435 10.5068150 6.4839850 4.6269414 9.7421583 3.4225829 -1.1009791 8.5767421 8.0913153 10.4092921 11.6649300 10.6869249 10.2913398 11.3473968 6.9758377 NA -0.1009791 8.5914285 8.2205220 8.1035936 5.5572324 -0.1009791 10.1187959 11.2372016 10.5437800 12.9020131 10.8104143 9.9630914 7.5320177 8.0863746 9.7983793 NA NA 9.1844246 9.2249799 10.2090671 8.9102497 10.9116469 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 & neck squamous cell carcinoma basaloid type 20 NA NA white not hispanic or latino 2 5 NA NA 3 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.98229e-06 1.040334e-06 31.3559322033898 31.3559322033898 0.847457627118644 24.5762711864407 11.864406779661 7.8785470 NA 10.6277391 3.0243906 3.6458861 10.5889872 2.6458861 7.5187153 8.7874827 16.2372568 6.1819394 8.9514922 7.2004749 NA 9.2605962 8.8277841 5.1300248 3.4114262 12.3940792 9.7741385 3.9089186 -0.6759959 7.2248256 6.9963831 11.1195921 -0.6759959 10.1647363 10.3866790 10.4945093 NA 2.6458861 7.3638097 NA 12.7773576 7.3295829 9.5407042 10.4409520 7.4007736 4.8475209 11.8840523 0.3240041 NA 10.7475995 9.1663087 1.6458861 11.9271210 1.3239465 11.6701950 7.7544105 NA -0.6759959 4.4938843 3.1313096 16.2184089 16.9728175 12.4857200 10.4292121 11.3903839 NA NA 0.9088897 10.8107933 8.9999155 10.9745614 10.4403023 3.8919927 13.6626947 17.0006591 10.8327434 NA 2.1313261 -0.6759959 11.1003913 NA 7.4737057 3.8475159 10.3932939 10.3225488 10.6798600 13.5561544 9.7087421 2.9089282 4.8785488 11.5035564 -0.6759959 10.2073653 12.7083185 9.8047485 12.1357344 11.0679512 0.3240041 8.7227020 11.2043071 5.3900485 NA NA 7.7823240 7.6503876 6.3239591 9.8307617 8.8804642 10.5866404 1.6458861 NA 8.2127016 NA 10.6368413 7.5137829 13.2388106 12.0141746 9.2752867 10.6599069 NA -0.6759959 13.4066064 8.8017164 11.2774273 6.4737057 10.6152153 8.7033368 7.0586683 9.8766274 3.6458861 2.7833938 10.7808261 8.7418108 10.9418849 9.8698881 9.9405071 12.0452712 3.2308486 9.4458157 8.5334115 -0.6759959 10.6492637 0.9088897 0.000000 0.000000 1.084400 0.143100 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 -0.027534 0.047126 -0.025483 -0.025483 -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 -0.335030 0.133320 0.133320 0.133320 0.143100 -0.035115 -0.020001 0.567740 0.032563 0.032563 -0.025483 0.120200 0.120200 -0.017803 -0.026566 -0.027923 -0.187350 -0.280250 0.045849 -0.064374 -0.064374 0.036512 0.018243 -0.021373 -0.127330 -0.127330 0.047126 0.047126 -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 NA 6.8158111 11.1284927 11.1881445 11.0304543 10.7803127 11.0717317 1.9089282 10.8698881 5.5718861 0.3240041 4.4938843 8.1505069 10.2081289 11.0612056 14.9228831 4.4692283 11.8250491 7.2066012 8.7364435 8.3267733 11.0717317 -0.6759959 9.4350939 4.7162776 8.4415495 6.7162762 8.8337332 7.6283325 2.1313261 3.2308486 5.1767057 8.2897427 7.4686167 9.7844142 10.5539787 7.6682539 1.6458861 4.7162776 -0.6759959 8.5695108 7.8938142 9.6081925 11.6351390 11.9815001 8.4988839 12.0311017 10.3414627 10.1305079 10.0962729 6.3900468 11.1659157 5.5402195 12.7083185 11.1694483 9.3197254 12.8466968 11.9950570 4.9678142 10.0313174 10.9794890 12.0834304 12.3965934 1.9089282 11.4024427 10.8919144 15.0573413 8.3239582 9.0364852 8.7710414 12.3223724 9.6581310 9.3724452 10.1655227 9.8158114 12.3940792 10.4551723 10.3274762 10.5807567 10.7475995 11.9271210 10.0628950 10.4292121 6.0518789 8.2428216 10.8327434 NA 1.9089282 8.0382040 7.9785944 12.1357344 11.0679512 10.1686641 11.2043071 10.4596676 7.4061072 0.3240041 NA 9.3610384 9.1912372 10.1950935 10.3683525 6.2664736 10.6368413 11.0892444 10.6599069 13.0253731 10.7071226 10.1497122 8.7460232 7.3295829 11.0038782 2.7833938 NA 8.2983728 10.4829466 9.6837079 8.7055014 11.0645824 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 & neck squamous cell carcinoma 100 1954 1 white not hispanic or latino 1 6 NA NA 1 1 1 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 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NA NA 2.5803626 11.8918745 8.3387988 11.1708155 9.6607267 NA 15.9043744 18.8920389 7.3209215 NA -1.3266245 NA 11.6885292 NA 8.3721673 6.9449252 10.8307938 11.0897324 11.3350181 16.5931524 9.6370813 2.4808080 2.7609235 12.5033835 NA 10.3272034 11.1295192 8.6860873 11.5213030 12.1020845 NA 8.5697952 10.7920793 4.1653171 NA NA 5.9506107 3.8433910 8.2145591 9.5298881 10.2082519 11.9510406 2.6734660 -1.3266245 7.6874835 NA 10.9729569 8.1122544 12.9193867 12.1698171 9.8286160 10.2145593 NA 0.9953760 13.2793472 8.7341585 11.6383450 7.5561060 10.2779788 9.5994398 5.8027464 11.9147010 1.2583983 0.6734660 7.8001674 8.1733084 11.7489418 8.7975840 8.9460925 12.1179599 2.4808080 8.6383668 8.7688595 -0.3266245 9.9028823 0.6734660 -0.0794760 -0.0737430 0.6478100 0.4262000 0.4189800 0.0297470 0.0297470 0.6974600 3.6475000 -0.5905800 0.0411750 0.0411750 -0.6099000 -0.5955600 -0.5955600 0.0108420 0.0355240 3.6569000 0.0165650 0.0094491 -0.2527300 -0.2532200 0.0174040 -0.3097700 0.0298880 0.0298880 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0.000 -0.596 0.000 0.000 0.000 3.4283568 6.2508915 10.9720980 11.1334065 11.5289152 10.9364384 11.5891553 9.5871002 12.2651019 7.0485021 NA 0.9953760 6.8078894 8.7516133 10.9355575 12.6364490 4.1358385 11.0558165 9.5244308 9.2273031 5.2126199 11.5891553 2.9953941 10.5267722 0.6734660 9.0446403 3.3738987 10.6787363 8.0958638 4.0310158 NA 5.8533719 6.9355576 7.4316856 6.7502782 9.2433182 7.7819871 2.2584285 0.2584586 -1.326624 3.580351 13.493791 12.482092 10.948423 10.917232 8.698602 10.139029 11.954088 6.734158 10.778716 7.008853 9.873748 5.228207 11.129519 7.835854 10.277553 13.222245 8.613042 NA 8.985211 10.9231687 12.2475831 10.1618049 -1.3266245 11.6466219 11.0918424 15.8478110 11.0310147 9.2471098 8.9213902 13.0248850 10.1528944 8.7648981 10.9414198 9.3790950 10.5087236 10.9264237 8.3082735 5.9118665 12.7667151 11.7824771 10.9346761 10.5814800 4.9213887 4.0997244 7.3209215 2.9953941 0.6734660 8.5047697 7.4515400 11.5213030 12.1020845 11.5595402 10.7920793 11.3625870 8.3352407 1.2583983 2.9213982 9.0587751 6.1410690 11.2397546 4.6958324 1.6734660 10.9729569 11.0579766 10.2145593 12.9830811 10.9163390 9.7348339 8.2242096 9.2752334 10.5322207 -0.3266245 1.4368548 2.2584285 8.6476333 9.8263812 10.5587777 10.8200313 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 & neck squamous cell carcinoma 30 1976 0 white not hispanic or latino 3 6 NA NA 1 3 4 2 1 2 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 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 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 7 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 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 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 5 0 0 0 0 2.67019e-06 1.005656e-06 38.3177570093458 14.018691588785 2.80373831775701 23.3644859813084 21.4953271028037 8.2882543 NA 10.6863766 0.8386695 4.4709598 11.2438342 0.1017845 6.7065886 8.5363552 15.0227932 7.1962451 7.8228264 8.0403264 NA 9.1073518 9.8096614 5.6563162 1.8387098 0.1017845 8.6499068 0.1017845 NA 9.5097030 4.2716498 11.0759027 1.1017173 10.9461714 10.2741546 10.7038074 1.9761803 2.5167716 9.0830947 NA 15.1779164 10.5068686 9.4130971 10.2866025 6.0790068 8.1533894 11.6247990 1.5167716 NA 13.9268184 10.4515612 -1.4831780 11.6397544 6.5479834 12.4917169 3.2171997 -0.4831780 -1.4831780 3.5611550 0.5167212 14.3235650 13.9207170 12.3024214 11.2284316 12.4864210 NA NA 2.1017173 10.9521745 9.4563439 11.7930345 9.6376505 -0.4831780 17.8270740 18.9096962 8.9864064 NA 0.8386695 NA 13.1545216 4.7646912 5.4940443 2.4236588 11.1718548 10.3700742 10.1953648 15.5514776 9.5625243 7.8699115 5.3241193 11.1529361 0.1017845 7.2067624 11.9486174 5.4592808 8.9679758 10.9082768 5.2310099 8.3241198 10.9542567 8.2137322 -0.4831780 1.6867022 6.8177575 4.4474999 3.8021622 9.5453615 10.5999115 10.9697780 -0.4831780 NA 3.4236588 -1.4831780 9.7473856 8.6395925 12.7337378 10.6425010 10.7552440 11.1933829 NA 2.8386896 13.8458952 8.3855872 10.5597920 7.6991588 10.2302285 9.6115022 3.7262209 12.3385386 1.3241193 1.9761803 9.9063959 10.5546547 11.6988486 9.3669514 9.3030343 12.2480837 2.2171997 9.6015730 8.6357058 NA 6.1678155 -1.4831780 -0.00235530 0.00000000 0.01126100 -0.02821800 -0.02821800 -0.25140000 -0.25443000 0.00569190 0.00569190 0.00757280 0.00757280 0.10235000 -0.00332430 -0.00332430 0.00527490 0.00527490 -0.11247000 -0.03367700 0.00055459 0.00055459 0.01042400 0.01042400 0.00499690 -0.06477700 -0.25285000 -0.25285000 0.67827000 -0.01849000 0.00777830 0.00861350 0.00861350 0.00000000 0.00000000 0.00000000 0.00027728 0.00027728 0.00027728 0.00027728 0.02230400 0.00152550 0.00152550 0.00152550 0.00485790 -0.02821800 -0.06791600 -0.06791600 -0.25140000 0.00569190 0.00569190 0.00757280 -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 -0.02903800 -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 NA 7.1997597 11.1630983 10.3079276 11.2639086 11.0091186 10.5972491 -1.4831780 11.3034427 6.6095215 -0.4831780 -1.4831780 7.1461216 10.2442598 10.7413693 12.3393355 4.2886539 11.6321335 8.6029007 8.1195191 5.0559245 10.5972491 -1.4831780 10.4352552 0.1017845 9.2365127 5.2582325 9.6499068 9.1200385 3.8386896 NA 7.9362822 3.0403314 9.3200886 8.9472173 10.1208545 7.3337484 0.5167212 -0.4831780 NA 5.883088 11.507223 11.809792 8.917644 10.900469 8.617427 13.817939 11.965268 7.947217 10.795214 6.913369 10.041306 5.270581 11.948617 9.499045 10.295663 12.476520 7.998564 1.838710 9.853271 10.9446012 12.0511891 11.3484677 0.1017845 11.4543224 11.1199273 15.4218196 8.9955343 8.6473354 8.8409453 11.5674636 9.2141666 8.2480836 10.3602932 8.6879415 0.1017845 11.0744676 8.4767665 3.3241193 13.9268184 11.6397544 10.4005534 11.2284316 6.6042270 3.3241193 8.9864064 1.8387098 -1.4831780 9.5398259 8.9628142 8.9679758 10.9082768 11.2169876 10.9542567 11.2718608 9.9843702 6.4296545 NA 10.8091984 8.6612825 11.0684729 7.0285172 7.2683090 9.7473856 11.7809140 11.1933829 12.0933671 10.2795619 9.9197767 8.5040288 8.1240949 10.5604755 NA 0.8386695 -1.4831780 8.1060787 9.7917250 9.4861512 10.9343535 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 & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 4 3 NA NA 1 1 2 1 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.525823e-06 9.363002e-07 33.3333333333333 22.2222222222222 6.94444444444444 23.6111111111111 13.8888888888889 10.6593762 NA 10.3400378 -0.2159149 5.1590519 10.7110480 0.3689359 3.3689778 8.3289751 15.7652659 6.4634917 7.9337579 8.8188097 NA 9.7980314 10.3188000 5.6419910 NA 10.8174339 8.8474060 1.1059462 -1.2159149 7.5221028 8.9934643 10.5735445 6.6909017 9.9763036 10.2783664 9.8494270 NA 2.7840014 8.1396925 NA 14.5256095 7.6969001 10.3452988 10.6330249 6.7147483 4.8714741 12.6022934 0.7840014 NA 13.7225797 8.7811902 -0.2159149 10.3328328 5.9723526 11.2695886 3.5913683 NA NA 2.3689639 0.3689359 14.3269306 15.8082266 12.2118880 12.1614925 12.4756453 NA -0.2159149 2.3689639 10.8443690 8.9589366 10.8015153 9.7132693 NA 17.4700052 18.6284362 8.9286691 -1.2159149 1.9539357 NA 11.4905069 NA 6.2758638 5.0694143 10.7348474 9.5759877 10.7994259 15.1030831 8.9003548 NA 2.7840014 11.6470355 NA 10.1194012 11.3519527 8.8406486 12.5050032 11.1771331 NA 8.3424316 11.3371601 2.7840014 NA 3.8284082 6.3643063 4.6666544 4.8925367 8.7058518 9.5422341 12.4426686 0.7840014 -0.2159149 1.7840014 NA 11.2087020 8.0670993 12.5329374 10.6860091 10.5370813 10.7790713 NA 1.1059462 13.7298661 7.6232143 12.2445947 10.0895027 10.3442385 10.6558237 4.3987198 12.5074585 0.7840014 1.3689918 10.2607570 7.8714734 11.3263173 9.9769201 8.5254777 13.0879343 2.3689639 9.1147150 8.4368560 NA 9.2526349 NA -0.00207840 -0.00064362 -0.00995650 0.72754000 0.72754000 0.74956000 -0.01305600 -0.01409000 -0.01409000 -0.02767100 -0.02767100 -0.02411400 0.68719000 0.70588000 0.69243000 0.70682000 1.35640000 -0.01601700 0.74861000 0.00000000 -0.02288100 -0.02288100 0.00917050 0.02146300 -0.01739100 -0.02096100 0.01698500 0.08666600 0.00346870 0.00346870 -0.00650500 -0.01050800 -0.01050800 0.00138680 -0.01659700 -0.00995650 -0.00995650 -0.00995650 -0.00747200 -0.01505400 -0.02155800 -0.02155800 -0.02155800 0.72754000 0.70626000 0.70626000 0.01544700 -0.01409000 -0.01409000 -0.02767100 0.69243000 0.69243000 -0.76055000 -0.72084000 0.69223000 1.36060000 -0.03081300 -0.04644800 -0.02288100 -0.02288100 0.00083195 0.00638710 0.00917050 0.00458000 0.00458000 0.02146300 0.02146300 -0.02096100 0.06981200 0.04004400 -0.74525000 0.14117000 0.08666600 0.08666600 -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 NA 6.3913416 10.7913886 11.4215414 10.6965260 11.2341911 10.7443749 4.5119297 11.1313554 5.2269554 NA -0.2159149 5.8714741 5.7612906 10.5719134 12.7247832 4.1961113 11.0994435 8.3913411 9.3168829 4.7612906 10.7443749 -0.2159149 10.2475352 2.6909087 9.2784464 7.3538667 9.8521173 8.2556457 2.4844475 NA 7.8053795 4.9337567 7.8767680 9.8957985 10.4542244 8.0624601 1.3689918 0.3689359 -1.215915 6.933758 11.892535 10.995266 9.791038 10.780837 8.340517 10.598593 11.754836 8.201863 10.695403 5.193401 10.958000 4.517093 11.351953 10.030751 10.316854 12.939626 7.145955 5.087790 9.544731 11.2066013 11.6634027 6.8661600 0.3689359 11.1366061 11.1851570 14.8281447 10.7213847 9.1687947 8.6326339 11.2113237 10.0834535 7.9934643 11.5044689 9.9464022 10.8174339 10.5678276 9.0809270 4.5913683 13.7225797 10.3328328 10.1960514 12.1614925 5.4278676 4.3987198 8.9286691 NA NA 9.1644718 9.5229475 12.5050032 11.1771331 11.6151201 11.3371601 12.1848903 9.5865272 -0.2159149 -1.2159149 9.7314725 8.8807259 10.0253982 3.3689778 1.5913443 11.2087020 11.3820633 10.7790713 12.9747615 10.9839899 10.2758640 9.1709511 7.9614306 10.5016872 0.3689359 NA 1.3689918 8.6363375 9.3443436 9.3736619 11.6095660 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 & neck squamous cell carcinoma NA NA 2 white not hispanic or latino 1 6 NA NA 2 1 2 1 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.4014803 5.2143930 9.9693727 10.0034015 10.4837732 16.5727923 9.4039153 6.2900594 3.0989248 12.0429951 -0.8079321 9.6256124 11.5184564 6.7618823 7.6308190 10.2018556 3.2794862 8.8048954 10.0593057 4.2364237 -0.8079321 NA 4.6861251 3.6514536 4.7155914 9.3057690 8.7214574 10.9602112 0.7770304 NA -0.8079321 0.1920679 10.8794026 8.5473781 13.0670083 10.6702909 9.9415361 11.0876022 -0.8079321 -0.8079321 13.0793427 8.5495791 11.5170512 8.8159084 9.8741436 9.7754481 8.4136140 10.5268588 -0.8079321 -0.8079321 9.7214282 9.0153941 10.9856302 9.0928937 9.8058164 13.4673512 2.5139455 9.4987609 8.6838799 0.1920679 9.0792474 NA -0.027671 -0.012024 0.414120 1.204100 1.204100 0.734540 -0.041431 0.391470 -0.021510 -0.463440 1.112100 1.123800 -0.449210 -0.449210 -0.449210 -0.443830 0.294060 3.656900 0.000000 -0.391520 0.788710 0.753950 -0.147470 -0.023418 0.805780 -0.046312 0.375160 0.128760 0.286910 0.286910 0.051387 -0.019040 -0.012024 -0.019589 -0.447920 -0.447920 -0.447920 -0.447920 0.323020 0.323020 0.027076 0.027076 -0.014503 -0.441890 -0.441890 -0.451660 0.734540 -0.021510 -0.021510 -0.463440 -0.449210 -0.449210 -0.394300 -0.019177 -0.019177 0.294060 -0.449540 -0.017542 -0.873620 0.356590 0.715280 0.419670 -0.140780 0.416970 0.416970 -0.023418 -0.022087 -0.099734 -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 0.000 0.000 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 0.000 0.000 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 NA 6.3417741 11.2581161 12.1449501 11.1473136 10.5178945 11.0441662 5.1462235 11.9248303 6.8430781 0.7770304 2.1920363 5.6514593 10.4069531 10.4664050 14.3372426 3.1628867 11.9398003 8.3366851 9.0415414 3.7155859 11.0441662 1.9993867 10.7652007 1.9993867 8.9696438 5.0746681 10.7365084 7.6092046 2.7769883 NA 6.8573627 2.3619648 8.1920269 8.4658227 9.6818749 6.7618823 0.7770304 1.1920047 -0.8079321 6.0623916 12.3008780 11.5767540 11.8885598 11.2074419 8.2116177 11.2962981 11.7993572 6.5583488 10.3474776 6.8140787 9.4196430 4.4972675 11.5184564 8.4087726 10.1056643 13.3441335 6.2143949 3.4399555 8.8067368 11.1279286 12.1310551 10.7722855 0.1920679 10.6167181 11.0272878 14.8272893 9.8993861 9.4912350 8.8889943 13.1577210 8.1213444 8.8122466 10.6151429 9.6203870 11.1534766 10.7355421 8.1606938 5.5670678 13.0929880 10.1198049 10.5418610 11.0066094 7.1807118 4.6514593 7.6349707 0.1920679 NA 7.7542695 10.3719360 7.6308190 10.2018556 11.9746157 10.0593057 11.7680388 8.8872553 NA NA 9.0335912 7.0249169 9.5274172 4.3213076 1.1920047 10.8794026 11.6481246 11.0876022 12.5715407 10.8367845 9.3719360 8.5162075 8.1198049 10.8272916 NA -0.8079321 3.7769883 7.2248989 9.6738263 9.8241134 10.7442157 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 & neck squamous cell carcinoma 40 1968 1 white not hispanic or latino 1 4 NA NA 2 3 1 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 7 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 6 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 4.646823e-06 1.595178e-06 13.1868131868132 46.1538461538462 2.1978021978022 18.6813186813187 19.7802197802198 8.00674010 -0.93566895 10.26512391 2.76466462 4.92220736 10.33802098 8.06422540 5.58778802 9.64730803 15.09167784 7.94686827 7.40852166 8.84558508 -0.93566895 10.07265397 10.08659312 5.95904213 5.04150584 3.58778502 7.96207063 1.06419306 -0.93566895 8.25404976 8.47996695 11.60120102 -0.93566895 10.82743774 10.64118202 10.91206569 3.81376067 3.38614875 9.65126216 3.92220736 12.45022253 7.76812873 9.10314432 11.69926323 8.78018738 7.13568774 13.07789696 2.38614875 -0.93566895 12.38206189 8.74546391 -0.93566895 12.35898967 11.96573902 11.67778464 8.66413827 -0.93566895 1.64920156 8.21397225 1.38614875 14.90179933 16.00620575 12.39233924 9.67617236 13.18194960 -0.93566895 -0.93566895 2.38614875 10.82536103 9.50924018 11.46002722 10.28943278 0.64920156 17.48528342 18.65109445 11.49127625 6.92841178 -0.93566895 1.64920156 11.92628146 1.64920156 5.81911378 8.23415017 11.36907857 10.90224742 10.25219589 15.56573602 9.85049504 7.78190193 5.70808237 11.91831452 0.64920156 10.15036153 11.84013805 9.54097151 10.25343222 12.11730274 NA 8.77675246 11.70356604 7.58386127 2.76466462 NA 6.27572412 3.38614875 5.81911378 10.13367513 8.61304721 10.62312429 3.38614875 NA 5.40407543 NA 10.58337015 8.32161337 12.69756119 11.46136515 9.37770920 10.28036493 NA 2.23416406 12.72900594 9.01405200 11.37739183 6.83241030 9.72243682 10.46158442 11.06140481 10.33802098 2.64917856 2.76466462 7.49885319 8.18834652 12.08329479 9.25651819 9.70808151 12.63099293 2.76466462 8.94364007 9.05999251 1.87156770 11.76141011 0.06419306 -0.0149160 -0.0322150 1.3024000 0.3283400 0.3507200 0.0589370 0.0589370 0.4434200 0.1483100 -0.3738100 -0.3738100 0.6157100 -0.3612500 -0.3612500 -0.3659000 -0.0520930 0.3201200 3.6569000 -0.0206870 0.1481600 0.1429500 0.1429500 -0.3665800 0.0200630 0.0072217 -0.0038779 0.1700100 0.3053200 -0.0099565 0.0000000 -0.0242510 -0.4067200 -0.0322150 -0.0322150 -0.3778600 -0.3707600 -0.3707600 -0.3707600 -0.2959100 -0.3275100 -0.3275100 -0.3275100 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 -0.4034900 0.2328700 -0.3042800 -0.1451500 -0.1451500 -0.8136700 -0.333 0.000 0.320 -0.060 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 0.443 0.000 0.000 -0.352 0.000 -0.145 -0.145 -0.333 0.000 0.320 -0.060 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 0.443 0.000 0.000 -0.352 0.000 -0.145 -0.145 NA 7.76119284 10.72466698 12.51259982 11.36600730 10.88639780 11.14404344 0.06419306 11.89928883 5.08659272 1.64920156 4.31214963 7.66041527 9.22661666 10.67663316 14.04315920 5.03921298 11.68581938 8.34034996 9.57449495 5.42177872 11.14404344 1.06419306 10.87840725 2.23416406 8.38249693 4.70808237 10.64068608 7.26855229 6.17274952 NA 6.98225322 6.70085027 9.06563343 7.88440438 9.60338414 6.85212747 4.38615565 2.97111126 3.971120 6.283394 10.546529 11.693923 11.704244 11.914217 8.599501 12.265430 10.522119 7.239151 11.162586 7.771585 10.775892 6.593656 11.840138 7.660415 10.590235 13.316186 8.537931 -0.935669 9.371426 10.783186 12.090057 12.185759 1.649202 11.497028 10.643070 14.474344 9.734882 9.464037 9.299043 12.194635 7.529343 8.089365 10.187053 10.064225 3.587785 11.645426 8.229132 7.198651 12.382062 12.358990 11.045079 9.676172 4.618814 5.858640 11.491276 3.649190 -0.935669 8.847224 8.682611 10.253432 12.117303 10.670631 11.703566 10.997916 8.691759 5.064223 7.893948 9.256469 6.914349 9.462969 6.312153 6.439264 10.583370 11.585335 10.280365 12.075103 10.562077 9.850495 9.328668 6.151688 10.064930 -0.935669 1.649202 5.331014 9.438917 9.941510 10.727783 9.633131 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 & neck squamous cell carcinoma 15 NA 0 white not hispanic or latino 1 6 NA NA 2 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 6.727491e-06 3.051645e-06 24.4755244755245 39.8601398601399 2.7972027972028 20.2797202797203 12.5874125874126 8.0756818 NA 10.9622690 2.4757594 5.4606607 10.2674747 6.3086594 4.3170725 8.5808046 15.8873022 6.0097480 8.8081788 7.6153207 NA 8.6221258 10.8417270 5.2127366 6.8450032 4.2127327 8.3233485 2.4757594 NA 8.6204273 6.2306565 10.6598179 2.2127250 10.5101096 10.2538463 10.6263627 -0.1092031 1.4757594 8.5777098 NA 14.6510068 8.5929795 9.6729859 10.5449951 8.1715771 6.5128590 12.1602256 1.8907969 -1.1090475 13.4396285 8.8766486 NA 13.5397259 7.9100640 11.4292381 5.6852225 NA NA 5.9888392 0.8907969 15.9879222 15.8138636 12.5497991 11.0797045 11.5126296 NA NA 3.8449982 11.6214890 8.8493594 11.8135768 9.6144677 -0.3437325 18.2067544 19.2065411 10.8395388 NA 0.8907969 0.4758112 11.7448958 -1.1090475 6.6322740 4.1762111 9.7386469 9.9802571 11.3264769 15.6554320 8.8081788 6.2217244 3.2127405 11.8639659 -0.1092031 10.0032461 12.1508441 6.3420178 11.1793843 10.6461115 -1.1090475 8.5525846 10.2593131 3.7487832 NA 4.6721651 7.1022077 4.5632314 5.2127366 9.2560355 8.3806546 11.5022926 4.1002628 NA 6.7549930 NA 10.5160589 8.8435480 13.1985055 11.6573355 9.0117184 10.9317812 2.4757594 2.5912486 13.1781583 8.2980745 11.0087743 7.1854275 9.2639109 9.0564172 11.3033765 10.3430479 1.2127561 -0.1092031 11.3481798 9.3471611 10.5724842 9.3522860 9.5981657 11.3530532 3.6456901 8.2916860 7.6787093 -0.1092031 10.1814015 1.8907969 0.2457500 0.2457500 0.8410000 0.2355700 0.4154600 0.0000000 0.0000000 0.0186630 0.0186630 -0.3015700 0.5001200 0.5070700 1.1547000 1.1547000 1.1716000 0.4807900 -0.2769100 0.4321000 -0.2732000 -0.2732000 0.4425700 0.4479900 -0.3456400 0.0269350 -0.2369200 0.0975420 0.1312500 0.1820700 0.7343500 -0.2794100 0.5965600 0.2457500 0.2457500 0.2424900 -0.5704100 -0.5704100 -0.5704100 -0.5704100 0.5159400 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 -0.2826300 -0.2660000 -0.2660000 -0.2769100 -0.5682300 -0.2597400 0.4425700 0.4425700 -0.0102320 -0.0056757 -0.3490500 0.1557700 0.1557700 0.0269350 0.0269350 -0.5619600 -0.0254830 -0.0342230 -0.2921300 -0.1658600 -0.0756120 0.1678400 -0.266 -0.266 0.195 0.472 -0.273 -0.273 0.443 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 0.272 0.842 0.516 0.000 -0.012 -0.248 0.000 0.000 0.000 0.000 0.193 0.494 1.172 1.172 0.168 0.168 -0.266 -0.266 0.195 0.472 -0.273 -0.273 0.443 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 0.272 0.842 0.516 0.000 -0.012 -0.248 0.000 0.000 0.000 0.000 0.193 0.494 1.172 1.172 0.168 0.168 NA 6.422188 10.455432 11.891335 11.001616 11.063859 11.287679 -1.109048 12.607840 6.748787 -1.109048 2.212725 5.797698 11.778218 10.498599 13.856501 4.257825 12.031157 10.285805 8.674083 6.119626 11.287679 2.698152 9.902733 3.060739 8.400522 6.265846 9.413388 7.332423 3.844998 5.736296 7.303292 5.490721 9.504596 9.171577 9.478584 8.756540 2.060739 5.382660 -0.1092031 6.0200888 10.0162201 9.4202274 10.1934455 11.5603561 9.4795212 11.6649760 10.8840988 7.7109855 9.7757403 5.0405549 9.4202371 5.7215449 12.1508441 9.6876574 9.5445474 13.1791652 8.5543648 1.2127561 8.9447326 10.9986775 12.2943513 11.7203312 0.8907969 11.1721571 10.8504464 13.8626160 10.0361020 8.3665399 8.2217234 11.7732586 8.3966776 9.4348050 10.5605775 9.1256240 4.2127327 9.4804578 9.1587637 6.7673237 13.4396285 13.5397259 10.1529015 11.0797045 6.3170707 6.3502391 10.8395388 -1.1090475 NA 9.6540189 9.6565071 11.1793843 10.6461115 10.0787773 10.2593131 10.4260820 7.7236964 2.9782689 NA 9.2257391 6.6981615 9.3430478 5.8333202 3.7487832 10.5160589 10.5233475 10.9317812 13.1885827 11.3946324 9.9249177 8.0557136 7.9433746 11.3751261 -0.1092031 NA 4.9993326 9.4163960 8.6770762 9.5516938 10.9858739 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 3 4 3 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 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 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.987945e-06 1.075011e-06 18.6666666666667 36.6666666666667 2.66666666666667 22 20 8.1038375 NA 10.5679182 NA 2.0248870 10.4410506 6.5103132 4.1623873 7.6916430 15.8345942 6.8628295 8.5640450 4.5609411 4.8728829 9.3323150 9.4777453 5.1120078 0.7029235 12.3229489 7.4376680 1.2879450 NA 6.3894584 4.3468151 10.5740935 0.7029235 9.8865937 10.2709143 9.6277708 -0.2970765 2.0248870 8.7201286 -0.2970765 11.8091941 7.4973745 9.7930707 9.9615244 5.4578471 5.3176695 11.3107509 5.8114839 NA 11.9638778 8.3964451 NA 11.5346614 4.3611718 10.8785079 5.1292212 NA NA 2.7029678 NA 15.6336698 14.6618005 12.8067378 10.0338751 11.9903821 NA -0.2970765 NA 10.2087699 8.5103132 11.7821097 9.5779397 NA 16.5957027 17.4214042 7.7744207 NA 1.2879450 5.0605100 11.0282637 NA 6.3028710 NA 10.3218576 10.2594643 10.7930707 13.8148275 9.4545023 0.7029235 2.7029678 11.8992530 3.7029567 10.3656267 12.6243957 6.5856011 10.2527430 11.2493705 NA 9.1417500 9.8753858 8.4308786 NA NA 8.0319471 3.6098495 6.7690470 8.0516864 8.4137646 11.1847577 3.6098495 NA 7.1375865 NA 10.3495170 6.5103132 13.4362914 11.8114828 8.2016079 10.3019413 NA 3.0248870 13.4809327 7.5917019 11.5437362 6.4172044 10.0845012 8.1974541 10.4645095 8.3250099 2.5103037 3.1623873 10.7377572 8.2107532 10.4998091 9.6888002 8.9050822 10.0670929 3.5103164 8.9248113 9.0995629 NA 10.8244918 -0.2970765 -0.01725400 0.73379000 0.01936300 0.64066000 0.03707600 -0.07441100 -0.07441100 0.24591000 0.24591000 0.00027728 0.00027728 0.72985000 -0.00207840 -0.00207840 -0.00207840 -0.01111200 0.48492000 -0.01904000 0.01405100 -0.00152430 0.00291330 0.00736090 0.87388000 -0.02876500 1.28160000 -0.00526100 -0.02205800 1.29090000 -0.01890200 0.02567100 -0.02196000 0.71227000 0.03465700 -0.71933000 0.03129500 0.02721600 0.01936300 0.01936300 -0.01656700 -0.02534600 0.03163300 0.03163300 0.00777830 0.03707600 -0.69577000 -0.00885260 0.72452000 0.24591000 0.23513000 -0.73382000 -0.00207840 -0.00207840 -0.02590300 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 -0.75366000 -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 NA 4.8322419 10.4834981 11.8428294 12.5356506 10.9020171 11.2541859 4.7029567 10.8552431 4.0248870 -0.2970765 6.5484490 8.0952757 8.9767540 10.5342655 15.0431561 5.2377664 11.3767090 6.8728829 8.5752946 5.9317776 11.2541859 -0.2970765 9.8703764 5.8527055 9.8196142 1.7029678 8.6888004 7.1772321 3.0248870 0.7029235 5.8527055 7.3894584 8.4342775 5.4033973 10.6173434 8.3540100 -0.2970765 -0.2970765 2.702968 3.162387 9.782443 9.391209 9.777100 11.986336 7.941363 12.987638 11.429176 7.821900 10.113410 4.560941 10.375384 6.955623 12.624396 9.269012 9.621821 14.716184 10.531888 4.287923 9.870376 9.6484022 11.6898669 9.9662276 0.7029235 11.0643538 10.0747349 13.8801372 5.9124127 8.8501631 9.0670931 12.5093065 9.5250033 9.4240575 9.6644080 9.8903103 12.3229489 10.4129036 10.8283718 5.4308774 11.9638778 11.5346614 9.1208107 10.0338751 7.3824381 3.1623873 7.7744207 1.7029678 -0.2970765 9.0605103 7.2421175 10.2527430 11.2493705 9.9825688 9.8753858 10.2869813 6.4843186 2.5103037 4.2265239 9.3027595 7.4973745 9.1017021 4.3468151 2.0248870 10.3495170 10.3000797 10.3019413 13.6008983 10.7113869 10.1887876 7.0866628 7.2803875 9.7757609 NA NA 6.6454725 9.1027702 9.5231373 7.9269601 11.6683819 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 & neck squamous cell carcinoma 80 NA 2 white not hispanic or latino 1 3 NA NA 2 3 4 3 2 2 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 4 0 0 0 0 0 0 0 0 0 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 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 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 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 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 3.779879e-06 1.421789e-06 24.3421052631579 30.2631578947368 0.657894736842105 19.0789473684211 25.6578947368421 9.36152296 NA 10.26648731 2.13376078 4.69176864 10.06385357 2.42328234 4.84649332 9.72373653 16.40021833 6.69176864 8.26991024 8.72871984 NA 9.17938141 8.68836222 4.91804269 2.66427803 2.42328234 9.50977817 -0.03608204 -1.03622997 7.84343180 10.85525238 10.94684196 NA 10.50252235 9.97017450 10.78960219 NA 3.28577209 8.34196974 NA 12.64563581 7.94112803 10.46170023 10.71497398 6.49522986 4.84649332 12.71581079 1.28575730 NA 12.18634143 9.07759044 NA 12.53192325 5.45570203 11.29588491 6.55630525 -1.03622997 NA 4.84649332 1.28575730 15.37104924 16.04701665 12.58114250 10.98030848 12.60058628 -0.03608204 NA 3.21177540 10.37694735 9.01505733 11.18694507 9.96806886 1.77120949 18.76575404 19.22049360 9.10339981 -1.03622997 1.28575730 0.54883115 11.67357842 NA 5.99727208 8.01369673 10.71946626 10.47164301 11.14375749 15.47192166 9.78003199 5.37324103 2.66427803 12.41994607 NA 9.61848443 11.64442765 9.93323491 9.85030703 12.63406202 NA 8.52418124 10.67637541 2.87073952 NA NA 8.04554508 4.39011047 5.99727208 8.88717583 7.74520842 11.46518798 -0.03608204 -1.03622997 5.83421314 NA 11.22653051 7.22123619 12.82726032 11.87785972 9.94101385 9.42225508 NA 0.96384400 13.03966174 7.85866611 11.69006652 6.74520775 9.03932760 9.87034067 5.11359633 11.02319283 2.87073952 -1.03622997 7.14375768 6.61489974 11.50784681 8.99451552 9.44564788 12.24476409 2.42328234 8.16280922 8.72373670 NA 11.11391292 0.96384400 -0.43192000 0.00583090 0.40494000 0.00610900 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 -0.00027724 -0.01285100 -0.01312800 -0.00290910 -0.00290910 0.01335300 0.00583090 0.00583090 -0.42746000 -0.42746000 -0.42746000 -0.42440000 0.01028500 0.01028500 0.01028500 0.01028500 0.01028500 0.00610900 0.00610900 0.00508140 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 -0.47923000 0.34323000 -0.00263220 -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 NA 6.92963243 10.81403524 11.93467329 11.87954106 10.91549737 10.91476870 -0.03608204 12.35871295 6.97507527 NA 0.54883115 6.01913033 9.32359795 10.70868223 14.56030022 4.23661507 11.75927928 10.63317634 9.16587426 5.96384862 10.91476870 NA 10.53227955 3.42328234 8.12283679 5.83421314 10.56283131 6.94484439 NA 3.66428941 6.10278619 4.82182754 8.46568557 7.92963243 9.26762919 7.27673114 2.66427803 1.28575730 NA 7.475601 10.997271 10.310905 10.782431 12.380646 9.256170 11.067136 11.505671 9.214147 10.550688 6.607705 10.342685 4.632024 11.644428 9.041999 9.749301 12.626273 8.343227 3.051320 9.001395 11.9346733 11.8789808 11.7476651 -1.0362300 11.1158162 10.9165896 15.4500832 10.2105889 8.6625530 8.2235915 12.4673015 9.2672752 8.9439878 10.6282956 8.1926671 2.4232823 11.0944189 9.2857765 6.5030068 12.1863414 12.5319232 10.6455260 10.9803085 5.2857758 5.6077031 9.1033998 NA NA 8.6951674 8.8202738 9.8503070 12.6340620 10.9092922 10.6763754 11.3153398 7.8677303 3.8218326 NA 8.8786073 6.7120413 10.1872468 5.5030084 3.6077091 11.2265305 10.9631438 9.4222551 12.7275795 11.0569358 9.8140352 8.7002504 6.7647482 10.3405164 0.5488312 -1.0362300 4.0082448 8.9241691 9.1962694 9.7631300 11.1271836 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 & neck squamous cell carcinoma 30 1980 2 white not hispanic or latino 1 1 NA NA 1 1 5 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 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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 0.0718220 -0.0740100 0.0105640 -0.4248400 -0.1234300 0.0583670 -0.5256300 -0.4077100 -0.4361500 -0.4263700 -0.4263700 -0.4476000 -0.4401600 -0.4401600 -0.0557690 -0.0557690 -0.1074900 -0.4335500 -0.4335500 0.0464170 -0.4314800 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 -0.0606140 0.0468420 -0.4344200 -0.4361500 -0.0132640 -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 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12.0328101 10.5088770 10.7217871 5.2372807 5.9659782 10.0570948 2.8084468 1.4299105 9.3945553 9.8205246 9.8119013 11.6217252 9.6938991 11.5064741 11.0658252 9.1551215 3.5003177 3.6929628 9.7880582 8.7146618 12.4355503 6.0268598 5.7373542 11.0770243 11.4663741 10.3974402 12.3310943 10.5295366 10.0186403 10.0424257 8.7874778 9.8418604 NA NA 9.8075700 9.3996518 8.7446223 10.0379958 10.3759547 6.9088970 9.9814417 5.7079113 TCGA-QK-A64Z 79 1 641 NA head and neck stage iva t4 nx mx female 2011 NA no head & neck squamous cell carcinoma NA NA NA white not hispanic or latino 1 3 NA NA 1 3 1 2 2 2 0 0 0 0 0 0 7 0 0 5 0 0 0 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 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 0 0 0 0 0 7 0 5 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 0 0 0 0 0 0 0 0 4 0 0 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 0 0 0 0 0 0 0 4 0 0 0 0 2.462123e-06 1.421789e-06 29.8245614035088 39.4736842105263 2.63157894736842 18.4210526315789 9.64912280701754 9.8910775 NA 10.7860660 1.7413160 2.7413375 10.0800667 1.7413160 5.0632570 8.3761415 16.6618460 6.4692511 8.5373698 7.8859885 NA 9.4547169 9.7979680 5.3111870 3.2007554 6.1759577 7.9868830 0.7413160 -0.2585977 9.0081168 7.1966572 10.9255858 2.9892662 10.4827973 10.4382978 10.6197645 -0.2585977 3.2007554 9.4973445 NA 13.6348215 8.6998830 9.8980012 11.2838786 6.5678785 4.8287940 11.4641378 2.9892662 NA 11.8416642 8.8808817 0.3263072 12.2891888 5.8175056 11.0451111 6.7966133 NA -1.2587703 3.3851825 -0.2585977 15.2334010 16.4734582 12.1777816 11.1136513 12.4704200 NA NA 1.5486832 11.0244187 9.7553508 10.9996019 9.6039677 NA 16.7577306 18.8345080 9.9635215 NA 1.0632268 1.5486832 11.3608626 NA 6.4417706 4.7186082 11.2140897 10.6004768 10.6958901 15.3424482 9.1507214 7.5678785 2.7413375 11.4705262 -1.2587703 10.1675951 12.3255882 8.6270268 12.5223826 11.5115812 NA 8.5144695 11.0004851 6.5678785 0.3263072 2.7413375 6.6923240 4.5993118 3.7413268 10.1806418 11.3363546 11.1472696 0.7413160 NA 6.0267315 NA 11.3923820 8.0856265 12.7881986 11.6103458 10.0485653 10.9363949 NA 0.7413160 12.6463412 9.4649913 11.3672674 7.0677602 9.2313489 10.2334740 7.3887888 11.3237075 2.5486832 2.7413375 10.3173422 8.3035725 12.0728072 9.4836399 9.3291079 11.3668109 2.5486832 9.2112468 9.2371853 -1.2587703 10.6871399 NA -0.00950780 -0.00950780 1.70670000 0.86745000 0.86745000 -0.00232040 -0.01598200 0.07315100 0.07315100 -0.43167000 0.41701000 0.41701000 -0.43428000 -0.43645000 3.65690000 0.37928000 0.00058957 0.00058957 0.32209000 -0.01666900 -0.00867980 -0.01464200 0.00600500 0.01241100 0.00114430 0.91344000 0.01018100 0.00072824 0.03175300 0.00000000 0.00000000 -0.00950780 -0.00950780 0.00906640 -0.43775000 -0.43775000 -0.43775000 -0.43775000 -0.01446900 -0.01446900 -0.01446900 -0.01446900 -0.44908000 -0.05937000 -0.06614500 -0.06614500 -0.00232040 -0.41879000 -0.01323000 -0.43167000 -0.43645000 0.36744000 -0.43991000 -0.43991000 -0.00121230 0.00058957 0.00058957 -0.01831800 -0.00867980 -0.00867980 0.00031225 0.00031225 0.00600500 0.00711770 0.00711770 -0.37985000 0.01241100 -0.43569000 0.00156050 0.00156050 -0.05506100 0.00072824 0.00072824 0.00072824 -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 -0.434 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 -0.434 0.367 0.000 0.000 NA 7.5161176 11.3874390 11.3323851 11.6829282 10.6538455 10.5045676 NA 11.1128347 6.6661430 2.3262785 -1.2587703 6.0542125 9.2775775 10.8334267 13.4849551 4.3175501 11.6627994 8.3505092 9.1629008 4.9112554 10.5045676 3.6955262 10.7228976 3.1336457 8.6710474 6.4278307 9.8866256 8.4062399 1.9112697 -0.2585977 11.5667423 6.2089366 9.3560401 8.4760398 9.2058761 7.4066659 -0.2585977 NA NA 6.333787 12.010603 11.423647 10.099432 11.378181 7.774753 10.074486 11.461361 7.348661 11.095855 7.852466 10.260475 5.090057 12.325588 6.828793 10.044540 12.487010 9.970750 4.785723 8.888535 11.4450176 12.3123719 11.5062019 NA 11.3858626 10.9178152 15.3458672 9.7193257 9.1228733 8.5710529 12.6342526 8.7886723 7.8986776 10.5235095 8.7071148 6.1759577 10.9734514 8.7733760 4.3560381 11.8416642 12.2891888 10.7778474 11.1136513 4.8074219 4.0632613 9.9635215 -1.2587703 NA 9.5844663 7.7993218 12.5223826 11.5115812 10.8754357 11.0004851 11.2216156 9.1811612 3.4417756 -0.2585977 10.3363126 7.2593544 11.0081169 7.2251457 3.3851825 11.3923820 11.1488636 10.9363949 12.3152142 10.4895232 10.3838333 9.0834051 6.3035725 10.5702602 NA 0.7413160 2.8287940 9.6600221 9.5860360 9.9779426 10.6679969 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 1 1 NA NA 4 1 5 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 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 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 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.629856e-06 4.161334e-07 44.0677966101695 13.5593220338983 3.38983050847458 25.4237288135593 13.5593220338983 9.0451778 NA 10.3429689 2.7597737 4.4796703 10.5971252 7.3411977 7.1027652 8.9795135 16.8527220 6.8571885 8.2211347 7.2421680 1.2572521 9.7214805 8.9783744 5.4757983 6.5488296 9.0785178 7.2943643 2.3727571 0.2572521 7.2345550 11.6659587 10.9769491 3.1317376 10.8664539 10.2666372 10.7316571 NA 3.5792043 8.7318733 NA 13.8969927 10.0293147 9.6544792 11.2881721 8.3197710 7.4371845 11.8756606 4.1317459 NA 13.0434767 9.4892963 0.2572521 11.6384575 11.4166104 11.8811566 7.5083629 NA 1.6723348 4.7808350 -1.3277104 16.0145950 16.8546468 12.0943774 10.9978992 12.4267826 NA NA 3.7167056 11.2752435 9.3107486 10.9285213 9.9772343 0.2572521 17.5701020 18.1285226 11.1144786 NA 0.6722896 1.2572521 11.5499802 NA 10.6873792 5.0646285 10.8810743 9.9243866 10.3792403 15.0291256 9.4908948 6.0985775 2.8422347 11.5650452 -1.3277104 9.4305358 12.1258328 7.3934119 9.8670694 11.0457216 -1.3277104 8.6118920 10.3465049 4.5792043 NA -1.3277104 6.4418204 5.2114717 9.5541913 8.9565582 9.3976789 11.0901652 4.3727502 3.1958673 5.9011324 -1.3277104 10.7050472 7.7938465 12.7536296 11.8358051 9.5677896 10.4487457 NA 4.2269015 13.0182029 7.7029795 11.2269015 8.3710173 9.6841339 9.5504555 11.5457567 10.5411352 3.4272039 1.8422548 10.8102643 9.8664538 11.4577651 9.6359312 9.7703448 12.2210142 2.9942358 9.1414864 8.8422375 0.2572521 11.4411173 2.1317541 0.00819590 0.00819590 0.21345000 0.89133000 0.90633000 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 0.00992240 0.00666530 -0.02712400 -0.02712400 0.00903120 -0.00124730 0.06107900 0.06107900 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 -0.00705760 -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 0.00666530 -0.02712400 -0.02712400 -0.00830050 -0.00830050 0.00903120 -0.01243800 -0.01243800 -0.00124730 -0.00124730 -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 4.9577150 5.8220596 10.7333462 12.3143643 11.8059365 10.0811730 10.5919209 12.5454683 10.9352883 7.3411977 -0.3277104 3.6723122 6.9344080 10.1651673 10.1591477 14.3402558 4.0196219 11.6997003 9.5357246 8.8812908 7.5701578 10.5919209 3.1958673 10.3714513 4.6030506 8.9462481 7.1801071 10.0549366 8.1338127 3.5792043 NA 6.9059321 4.6265092 9.5511299 8.8283958 9.3710173 7.7990173 1.8422548 5.6265092 NA 6.770344 10.606372 10.127121 11.021041 11.891481 8.783448 10.607846 11.165167 8.334091 10.378265 7.043000 10.341198 5.283929 12.125833 8.432201 9.814420 12.434646 8.589685 3.372757 8.955401 10.7928745 11.8177672 12.2246215 1.8422548 11.3098432 10.6326766 13.3677008 9.4996554 9.0254594 8.7477919 12.1810978 8.4672807 8.2628996 10.7002186 8.7847523 9.0785178 9.9755226 8.6074775 7.2345550 13.0434767 11.6384575 10.4900957 10.9978992 6.3089378 6.9669334 11.1144786 3.5792043 0.9942176 9.2943643 9.3640561 9.8670694 11.0457216 10.0049086 10.3465049 11.0795804 8.4892961 1.2572521 4.0985796 10.1609712 7.6567023 12.5474860 6.9059321 4.0646328 10.7050472 11.2957369 10.4487457 12.2768659 10.4928906 10.4099825 8.7663904 6.7703441 10.3938391 5.2269015 0.2572521 5.3447397 9.9826016 8.9202403 9.7544616 9.8309224 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 & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 3 4 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 7.975891e-07 3.121001e-07 42.4242424242424 15.1515151515152 3.03030303030303 24.2424242424242 15.1515151515152 10.0830093 NA 10.1230750 -0.6217103 2.5481653 11.1554965 6.3669254 8.5876946 9.0821448 15.3984181 6.5279883 8.3469081 6.3894687 1.9632152 9.6010361 9.7024217 5.0506671 5.7532809 10.3163504 8.7291802 2.9631967 5.2111329 6.7532809 10.7780531 11.5998282 NA 10.3425820 10.4171601 10.6751573 0.3782897 3.7001733 9.6623713 NA 10.7080375 7.3266084 8.9251357 11.3490661 8.4253649 5.7001706 10.3859693 6.9328301 NA 12.4130401 8.5803649 6.7091583 9.8800783 6.1959932 10.4185309 5.5075251 0.3782897 5.4006097 NA NA 14.0229976 14.4650777 13.1309354 9.0838737 12.5455025 -0.6217103 2.1855811 4.2851285 10.4164742 9.6046533 10.8745957 10.5846451 4.2362247 14.7088430 17.4643618 13.8248722 3.1855970 -0.6217103 3.7705542 11.3775365 -0.6217103 9.2806163 4.2851285 11.6959392 11.7796540 9.8128694 14.6751573 9.8630641 5.2608838 6.5876950 10.4362329 0.9631782 10.0066867 11.5305133 11.8956645 11.8489000 11.2501464 NA 9.1546741 11.3269734 7.9518885 0.3782897 NA 8.2659493 6.1197089 5.3782411 8.3148791 11.0007506 9.8830601 4.4226367 3.6261704 8.1431128 1.9632152 10.6485364 6.7532809 12.3062042 12.1870043 9.6244354 10.5017159 NA 4.5075219 13.2832520 7.8539744 11.0528748 9.0959176 11.1571971 9.2860032 5.1331278 10.3200224 0.9631782 2.7001733 12.6559644 9.5139504 11.1095602 10.9514149 8.4893768 13.1505557 4.0786781 9.2344956 8.5049457 -0.6217103 9.0400192 0.9631782 -0.00498440 -0.00498440 0.01544700 0.01126100 0.01126100 0.00763920 0.00763920 0.00805670 0.00805670 0.00638710 0.00638710 0.00638710 0.00000000 0.68570000 0.00569190 -0.00622860 -0.01739100 -0.01739100 0.52503000 0.52503000 0.01223700 0.01223700 -0.00954260 -0.03435900 0.01307400 0.01307400 -0.01615400 -0.04265200 -0.01367700 -0.01367700 0.00847430 -0.00498440 -0.00498440 -0.00498440 0.00513590 0.00513590 0.00513590 0.00513590 0.00277450 0.00277450 -0.60226000 -0.60226000 -0.20261000 0.01126100 0.01126100 -0.00293400 0.01223700 0.00805670 0.00805670 0.01098200 0.00569190 0.00569190 -0.64587000 0.00055459 0.00013863 -0.41652000 -0.62484000 0.42016000 0.01223700 0.01223700 0.00430210 -0.01615400 -0.00954260 -0.64706000 -0.64706000 -0.03435900 -0.05729600 0.01307400 -0.05752000 0.23411000 -0.00526100 -0.04265200 -0.04265200 -0.04265200 -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 -0.6217103 6.9328301 10.5828123 12.4199003 11.0346660 10.4736382 9.9706982 5.1855970 10.0121446 6.7532809 -0.6217103 4.4657068 8.7833827 10.9551978 11.4085634 12.5612562 3.0820042 11.1410384 7.6774490 8.9170704 9.6774492 9.9706982 -0.6217103 9.8097387 5.9632036 8.6394192 5.5481653 8.9929143 9.0671383 2.5481653 3.7705542 6.5481669 5.5481653 7.5779137 8.4470196 9.5254460 7.9855716 3.1855970 6.1596009 2.378234 5.548165 10.329526 10.814932 10.007598 13.229014 13.870219 9.928026 10.859031 8.403381 10.922240 9.535588 11.385268 4.666598 11.530513 13.532426 10.610662 13.355611 10.229990 6.517792 10.013052 10.780187 11.710278 12.815603 5.355520 11.873347 10.470338 14.419125 9.641510 9.972566 9.648536 12.634007 9.519263 8.886036 10.108711 9.999377 10.316350 10.404765 10.560635 10.527353 12.413040 9.880078 9.646198 9.083874 5.932829 9.605857 13.824872 5.133128 1.963215 9.730285 10.116333 11.848900 11.250146 10.495884 11.326973 10.922240 7.465704 6.497183 NA 9.657109 7.260884 10.645613 10.563736 5.587695 10.648536 11.376126 10.501716 12.827648 10.155496 9.869092 10.684303 6.092487 10.474956 8.709158 4.246134 7.192022 11.130028 10.109560 9.064742 11.684588 7.320755 9.866081 5.963204 TCGA-QK-A6IG 69 1 222 NA head and neck stage iii t2 n1 m0 male 2013 NA yes head & neck squamous cell carcinoma 40 1973 1 white not hispanic or latino 4 3 NA NA 1 1 2 1 2 2 0 0 0 0 0 0 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 7 0 0 0 0 3.745201e-06 9.363002e-07 27.007299270073 40.1459854014599 5.10948905109489 16.7883211678832 10.9489051094891 10.1593883 NA 10.3814611 0.8261925 1.8262332 11.1892726 -0.7587700 5.1481613 9.1223844 15.6366372 5.8262332 8.3313828 7.8669790 -0.7587700 8.9330140 9.0356863 4.9691919 1.2412911 9.3247499 7.9030485 2.0486198 NA 7.3180863 4.5632008 9.5586830 2.2412605 10.9012664 9.9163454 9.5766608 0.2412300 2.0486198 8.1148069 -0.7587700 12.0941900 8.9330140 11.2746934 9.1954667 6.8923218 4.8851253 11.1200877 2.5632070 NA 7.5676998 8.7881650 1.5632070 7.2580789 1.5632070 10.1231491 6.8633227 NA NA 4.2856611 2.9417073 15.7585704 16.3884681 13.0281159 11.8681202 12.5430524 NA NA -0.7587700 11.5479018 8.5010135 10.7530231 9.1983724 0.2412300 18.2711562 17.8168725 12.3891113 NA -0.7587700 0.2412300 11.1315347 NA 7.8522954 5.0992531 9.7490651 9.9844219 11.6630723 15.4612141 9.1421372 5.0226297 1.2412911 11.8729022 0.8261925 11.0777153 10.6965977 9.0961388 9.5197200 10.3954556 NA 8.9066062 9.9666367 5.1481613 NA NA 6.8177921 5.0486242 5.7958604 7.6032139 8.0709930 11.4799737 0.8261925 NA -0.7587700 NA 10.6675351 6.9417097 12.6517218 10.1881767 8.6558076 9.7784888 NA 3.2412758 13.5175403 7.5631986 12.0654336 7.5944172 10.0702319 9.5057131 7.9172277 10.3240848 0.8261925 2.4111822 8.7920172 9.2883943 10.8742657 9.7530232 9.3756968 12.9721651 3.5631947 9.3849087 8.5404784 NA 7.3705532 -0.7587700 -0.0060107 0.0221050 -0.0405380 0.3920700 0.4355700 0.2647600 0.2647600 -0.0816610 -0.0816610 -0.2317100 0.6398500 0.6506700 0.0938490 0.1238100 0.2022400 0.2267800 0.5270600 0.4447000 0.5200600 -0.0585190 -0.1703600 -0.1703600 -0.3697900 0.2081800 -0.0466400 0.2095600 0.8720000 0.0081370 0.0482520 0.0000000 -0.0221240 -0.7021200 0.0445140 -0.3065600 -0.0601330 -0.0448790 -0.0448790 -0.0448790 -0.0622830 -0.0622830 -0.2031700 -0.2031700 -1.1923000 -0.3913700 -0.3913700 -0.4770600 0.2647600 -0.0816610 -0.0816610 -0.2844700 0.1238100 0.2022400 0.1676900 0.1676900 0.1676900 -0.0046281 -0.1593000 -0.0585190 -0.1813700 -0.1813700 0.3029100 0.2540900 -0.3697900 -0.0500220 -0.0873700 0.2081800 0.1615400 0.2014600 0.0507590 0.0919640 -0.1995200 0.0482810 0.0482810 0.0081370 0.168 0.168 0.527 0.381 0.520 0.000 -0.181 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 0.527 0.381 0.520 0.000 -0.181 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 NA 5.349793 10.745096 11.880837 10.702750 10.362156 11.780672 8.496299 12.221053 5.899483 -0.758770 1.826233 6.318085 8.659123 10.602666 12.965465 3.633582 11.371519 8.224264 8.997577 7.002822 11.780672 -0.758770 10.293838 4.285661 8.817585 7.474890 9.059852 8.131900 -0.758770 0.241230 5.123914 3.411196 8.120854 10.299939 10.426146 8.006142 -0.758770 0.241230 NA 7.753023 11.145529 9.042170 7.941710 11.063443 8.339303 10.836994 10.172008 7.692482 10.330059 7.616310 9.626054 4.883973 10.696598 9.718017 9.819643 13.524283 2.411182 4.563201 8.958947 11.1200877 12.1780924 9.8365279 NA 10.5643252 11.4688864 13.5241380 8.0193478 8.5744259 7.8994820 11.5637620 9.5436353 8.7007022 10.7144688 10.9982437 9.3247499 10.1246775 8.9657843 6.4310947 7.5676998 7.2580789 10.1360882 11.8681202 5.7170046 5.9691919 12.3891113 0.2412300 NA 8.5220412 11.2088570 9.5197200 10.3954556 11.0172921 9.9666367 11.2405658 7.5127334 6.0356855 0.8261925 9.4454259 7.1116354 9.7139612 4.9417120 2.7007060 10.6675351 11.0164692 9.7784888 13.0128631 11.1578964 10.1504135 9.2636382 8.0992515 10.4921609 2.4111822 -0.7587700 4.3705549 8.9992771 9.1910972 9.0534478 11.3550126 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 & neck squamous cell carcinoma NA NA 3 white not hispanic or latino 1 6 NA NA 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 2.184701e-06 6.242002e-07 32.0987654320988 25.9259259259259 4.93827160493827 23.4567901234568 13.5802469135802 6.7352175 NA 9.9570247 3.1826764 5.9051439 9.6723910 -0.7242777 3.1826764 8.3658985 15.6180520 6.6156370 8.5999668 7.9087817 NA 7.9196428 9.6078228 4.5611856 2.8607443 10.0381684 6.0571470 1.2757818 NA 9.5600320 4.6333382 10.3625860 1.2757818 9.7845715 9.8465908 10.4711585 2.0831453 NA 8.3676712 2.0831453 12.5281561 9.4556955 10.7560716 8.7372656 7.1275353 5.9051439 11.5115014 -0.7242777 NA 10.4381776 10.3986143 NA 12.9149009 6.0889260 11.8054609 5.5425738 NA -0.7242777 7.3947276 2.5977219 14.5407401 15.2418882 12.6348495 12.1811733 12.0557108 NA NA 1.2757818 11.1181367 8.8265332 11.7998382 8.8701110 NA 19.4069953 18.9824172 9.2080012 NA NA 0.2758414 10.8105755 2.2757818 6.6766652 4.2757893 9.2791637 8.8831167 11.0710143 14.6762655 8.7166556 6.8904965 4.1826764 12.3293729 0.2758414 10.0587846 11.2602012 7.0505735 10.4185316 10.3921303 7.5977144 8.8812657 9.5852627 6.0959645 0.2758414 NA 7.5752692 1.8607642 5.6851777 8.5284518 7.3790742 12.8176089 NA 2.8607443 5.3632482 -0.7242777 10.1086763 7.0895670 14.5534006 11.4572492 8.5672332 8.9499787 NA 4.7352189 13.0888660 6.4852400 11.1834281 8.3816948 9.3856170 9.2573537 9.1259731 10.2953770 2.0831453 NA 9.2343389 8.2587799 11.0762818 9.2256131 9.6067032 11.8178509 3.2757818 8.6766659 7.7716413 0.2758414 10.1584293 NA 0.080024 -0.070937 0.168650 0.274900 0.274900 0.000000 0.000000 1.339700 0.079880 -0.703310 0.938950 0.972720 -0.676740 -0.676740 -0.676740 0.032986 -0.234960 3.656900 0.049256 0.041883 0.128140 0.168950 0.109500 0.071678 -0.667440 -0.335950 0.084498 -0.175170 0.046700 -0.051586 -0.051586 -0.105390 -0.828670 -0.070937 -0.675910 -0.675910 -0.668460 3.656900 0.127410 0.110380 0.113600 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 0.040326 0.040751 0.109500 0.080456 0.080456 0.081466 0.071678 -0.672420 -0.068395 -0.141680 -0.200870 -0.164340 -0.168530 -0.169930 -0.692 -0.692 -0.157 -0.611 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 -0.157 -0.611 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 NA 5.1584299 11.7643797 13.1622450 11.6691768 11.0718259 12.5342051 3.4457135 12.4863055 5.0571470 NA 3.3632552 5.3201814 7.6681035 10.2559259 13.8798182 5.1896348 11.9189661 9.4494634 7.9411222 5.4050700 12.5342051 0.2758414 10.4153376 2.5977219 8.5316411 5.6508249 9.2153655 6.4916591 4.8904953 2.8607443 3.6681078 6.9268380 8.5402288 8.6809277 10.1849294 7.1886759 2.5977219 NA NA 2.735219 11.499185 10.232888 8.020620 11.778370 8.841840 10.647018 11.195767 5.990031 9.937564 5.948211 8.832292 4.722045 11.260201 7.465610 8.935782 13.517455 7.379074 4.860749 8.303692 10.5414014 11.9101436 11.4356577 NA 10.7820939 11.6173051 14.7796062 9.8607488 8.5331740 7.9339980 13.0462437 8.0814978 8.5021985 10.3744764 9.1275353 10.0381684 9.5319951 8.5565570 4.4050666 10.4381776 12.9149009 9.7269974 12.1811733 5.9762261 2.9762170 9.2080012 NA -0.7242777 8.1614826 7.0239794 10.4185316 10.3921303 10.8969225 9.5852627 10.5565571 7.2299830 NA NA 9.7905300 6.7835811 9.2602047 2.5977219 1.8607642 10.1086763 10.7601057 8.9499787 13.1465363 10.8654374 8.9087814 8.3472489 7.9411222 11.9692733 1.5976980 3.3632552 2.4457002 9.1194719 8.8168829 9.2658902 10.6546231 7.1584289 8.9552663 3.2757818 TCGA-QK-A6II 52 1 284 NA head and neck stage iva t4a n2c m0 male 2013 NA yes head & neck squamous cell carcinoma 30 1983 4 white not hispanic or latino 3 3 NA NA 2 1 2 1 2 1 0 0 0 4 0 0 0 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 4 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 5 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 5 4 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 4 4 0 0 0 0 0 6 0 0 0 0 1 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 4 0 0 0 0 4.750857e-06 1.803245e-06 15.1041666666667 48.9583333333333 2.60416666666667 15.1041666666667 18.2291666666667 6.6974472 NA 9.4389999 NA NA 8.8206790 2.9877938 4.5321112 8.2037263 16.6756566 6.9952833 9.1956168 7.1643780 NA 7.9952833 9.7111655 4.7603806 3.2101862 11.5359686 6.2608067 1.7247376 NA 2.2101706 6.7515548 10.0690504 1.4028313 10.3936395 9.3671673 9.5852208 NA NA 8.0242925 NA 12.6055625 8.5398176 10.3320848 8.5951191 6.1032668 2.9877938 12.6422758 0.9877574 NA 10.6830172 8.6578551 NA 12.5785319 7.0371296 12.2021080 5.7951435 NA NA 3.7951435 3.7951435 15.9843505 16.6847301 12.2889040 12.6206327 10.1751409 0.9877574 NA -0.5972778 10.7077481 8.4608183 11.5614361 8.2639133 NA 20.3203340 19.1404270 9.1426069 NA -0.5972778 -0.5972778 10.9066522 NA 7.5975833 5.8946795 8.9444845 9.3985936 11.1264873 14.7096713 8.4472205 NA 2.2101706 12.3801063 -0.5972778 9.0340035 11.3104682 8.6531249 9.4279660 10.7565246 NA 8.6882286 9.4742888 1.7247376 NA NA 6.0756760 2.5727442 5.4472221 7.5626981 6.6219947 12.6263757 NA NA 2.2101706 NA 10.8689029 7.2731914 14.0546069 12.1301088 9.5482110 9.1136328 NA 3.9263885 13.8043060 5.6696136 11.3082134 5.8122184 9.3971798 8.8724683 11.4648725 8.7908437 NA NA 8.6928453 7.0175367 11.6104509 8.1067299 8.6928453 12.5934228 2.5727442 8.5059044 8.1136328 NA 10.7128711 NA 0.00319100 0.01445700 0.00527490 -0.00664320 -0.00664320 0.00383140 0.00383140 0.56756000 -0.00733390 -0.01807800 1.09450000 1.10050000 -0.00318590 -0.00318590 -0.00318590 0.56756000 -0.00360110 -0.00360110 0.00083195 0.00083195 -0.01050800 -0.01326400 0.00583090 0.00282920 -0.00290910 -0.00290910 -0.00387790 0.07182200 0.00000000 0.00332990 0.00332990 0.00319100 0.00319100 0.01445700 -0.00802440 -0.00419700 -0.00221680 -0.01780300 -0.00788630 -0.00788630 -0.59711000 -0.00539920 -0.00304750 -0.00664320 -0.00664320 -0.00664320 0.00013863 -0.00733390 -0.00733390 -0.01807800 -0.00318590 -0.00318590 -0.00567570 -0.00567570 -0.00567570 -0.00360110 -0.00360110 0.00083195 -0.01050800 -0.01050800 -0.00553750 0.00416320 0.00583090 -0.01491600 -0.01491600 0.00282920 0.00282920 -0.00290910 -0.53591000 -0.00926660 0.00208050 -0.01037000 -0.01037000 0.07182200 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 NA 5.260809 10.105865 13.188483 11.924917 11.227387 11.696873 9.087575 13.074920 3.862263 NA NA 5.260809 8.984027 9.208570 14.786463 5.490288 11.802371 9.768055 9.026708 7.345340 11.696873 NA 9.961247 4.862258 8.405641 5.572750 9.075252 5.463305 3.795144 1.724738 4.490288 8.490289 8.200488 8.717976 10.647785 8.017536 1.987794 2.210171 NA 7.203727 10.454035 9.267013 10.877039 12.002507 6.157715 11.605868 10.435561 7.890666 10.148501 4.532111 9.484976 3.370918 11.310468 7.894680 8.529531 15.287022 4.760381 4.157715 8.662570 10.9574153 10.9636369 10.2677864 NA 9.7962168 10.7653183 13.7760158 8.3246675 8.3714931 6.3915117 12.1618824 7.4316714 8.7134391 10.8175117 8.3686108 11.5359686 9.2117905 8.2576947 6.2357156 10.6830172 12.5785319 9.7865307 12.6206327 7.0175367 5.5727502 9.1426069 -0.5972778 0.9877574 8.4982233 9.1084589 9.4279660 10.7565246 10.2451768 9.4742888 10.1825458 7.2101814 0.9877574 NA 9.9724447 6.7157095 9.2900470 3.6507531 3.4902877 10.8689029 9.6448095 9.1136328 13.8196239 11.2238031 9.4553944 7.2608076 6.9263885 10.7476771 1.7247376 NA 1.4028313 10.1230279 9.1743158 8.9303033 9.7460121 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 & neck squamous cell carcinoma 40 1963 1 white not hispanic or latino 1 2 NA NA 2 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 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 1 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.288734e-06 9.363002e-07 45.8333333333333 14.5833333333333 4.16666666666667 19.7916666666667 15.625 7.7201444 NA 9.0333608 NA 0.4961044 10.5323161 8.0391740 4.4503403 8.3416327 16.0234056 6.0811052 9.5143426 6.6254254 NA 8.2476864 8.9328540 3.5836033 4.4030359 11.8501163 7.2840449 3.7440750 NA 1.8180734 5.1108518 9.8010642 NA 9.8459766 9.4876644 10.1756225 NA NA 7.9828168 NA 12.8404384 7.5129506 11.2270371 8.4357215 7.1826426 2.3034885 11.6641877 1.4961555 NA 10.2112465 8.2103879 2.3034885 12.5592004 5.1362447 11.0946603 5.5405357 -0.5038956 NA 4.8180683 0.4961044 17.0133580 17.3479152 12.2060878 13.5284465 11.4858917 NA NA NA 10.4798487 6.5622317 11.2966380 8.3034972 NA 19.4065612 18.5987026 10.5855930 NA NA 0.4961044 10.4819844 -0.5038956 6.7629294 6.2643262 9.0549459 9.2052263 11.8597297 14.2961323 8.5378016 5.4268786 3.3035031 12.0976811 1.4961555 10.3726594 10.8985684 7.2443353 9.8852360 10.2701058 NA 8.7815446 9.4604833 6.7722671 NA NA 7.7703111 3.9555732 2.3034885 7.5622317 7.8755208 12.6737177 NA 0.4961044 6.8180708 NA 10.2601847 6.9959887 13.3503291 12.1843928 6.9376763 8.8602772 NA 3.8180734 12.9282928 6.2510298 11.4568685 6.0811052 9.3099238 8.6884353 8.2840449 8.1507785 0.4961044 -0.5038956 7.9055332 8.1756224 10.6729389 8.9411574 8.9839826 11.8668299 3.4030359 8.5968047 6.8970213 NA 9.8225719 NA 3.6569000 0.0597940 0.3218900 0.1246100 0.1836600 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 0.0192500 0.0196430 -0.0950750 -0.0690160 -0.0497910 -0.0123000 -0.0841300 -0.0841300 3.6569000 0.0211830 0.0080144 0.0120970 0.0084700 0.0597940 0.0597940 -0.1064400 -0.2590200 -0.2590200 -0.2590200 -0.2590200 -0.0404800 -0.0404800 -0.0442410 -0.0442410 -0.0483420 -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 0.0123930 -0.0950750 -0.0950750 -0.0525310 -0.0525310 -0.0518560 0.1949700 0.1949700 -0.0123000 -0.1281000 -0.0841300 -0.1102400 -0.1102400 -0.1899900 -0.0149160 -0.0149160 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 NA 5.251030 10.998974 12.786593 11.612811 11.142701 11.431676 5.277501 12.778217 1.496156 1.496156 4.888461 5.168566 8.498958 9.957622 14.678459 6.760866 11.509116 7.341633 8.731056 8.556838 11.431676 3.303503 8.615084 5.224063 9.019704 6.168568 7.822572 6.656216 2.303489 1.818073 3.818073 8.058385 7.767606 9.471990 10.753530 7.905533 1.081135 1.081135 NA 4.496143 9.911884 8.797639 9.398518 12.190065 5.939085 11.787313 10.503170 6.799923 9.448884 5.251030 9.594175 3.702469 10.898568 10.565592 8.110852 13.851801 8.779231 4.354121 8.415006 9.7652692 11.2860836 12.5176430 -0.5038956 9.1218513 11.2493592 13.9803920 8.2643267 7.3970089 7.3290321 11.4528816 7.7626013 9.4430488 10.4590385 9.2069489 11.8501163 9.3353464 8.6760516 6.0659988 10.2112465 12.5592004 8.9139949 13.5284465 6.4848277 6.1965815 10.5855930 -0.5038956 -0.5038956 7.8090253 7.5676048 9.8852360 10.2701058 10.3298232 9.4604833 10.3649650 6.5514253 NA NA 10.0091792 6.2510298 9.1561385 6.5185100 2.0811010 10.2601847 9.6884353 8.8602772 13.1574752 10.5198969 9.6908993 7.8270594 7.8536944 11.0231306 4.2510298 NA 8.1034730 10.5009739 8.3695864 8.3848856 10.1245880 7.8404387 8.6685698 3.4961427 TCGA-QK-A6V9 56 0 NA 833 head and neck stage ii t2 nx m0 male 2012 NA no head & neck squamous cell carcinoma NA NA NA white not hispanic or latino 3 5 NA NA 3 4 3 3 3 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 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 7 0 0 0 0 0 0 0 0 0 0 2.358089e-06 1.005656e-06 45 23 6 15 11 9.6678448 -1.4161921 10.4834352 NA 0.5837116 11.0269033 8.1965692 7.2806678 9.1392485 15.7683049 7.4416818 8.1630166 8.0204122 NA 9.4221167 9.8510727 5.7129836 4.7129864 10.9092872 9.8563304 2.1686741 6.2347523 5.5262160 9.6443966 11.5550646 -1.4161921 9.3022336 10.6470958 11.0104896 1.7536045 2.3910528 9.4009082 NA 14.6434254 6.8457961 8.8845909 11.3107703 6.7536259 3.5378924 11.6462528 1.3910528 NA 13.0012236 9.5092552 6.0513068 13.9683496 6.0083704 11.6222768 4.0431345 NA 3.0431345 3.4416827 2.0431345 15.2321685 15.5892227 12.9058817 10.6301426 13.4485639 NA 2.1686741 2.3910528 10.4586820 10.4181717 12.1902216 10.4586820 4.4905894 14.2055236 18.6519660 11.2354252 4.8125188 -0.4163846 1.5837116 11.5727403 NA 7.2020866 2.1686741 11.1737708 10.9633498 10.1165436 14.3148075 9.1733518 2.9760153 7.0954529 10.7830663 -1.4161921 10.1449887 13.3719607 11.2754442 12.4310517 10.9709103 0.1686420 9.3344076 11.4128288 6.6711631 NA NA 7.6519414 5.0099652 3.7931572 9.5025639 10.5606228 10.3966801 1.9056205 NA 10.7784576 NA 7.5085134 7.8760220 12.7131447 11.3329416 9.6934399 8.5963251 NA 0.5837116 12.0200218 8.9335349 10.0477359 9.6321875 10.7933308 9.5987742 5.3910562 8.4260509 1.9056205 3.3385813 11.4432355 9.3707870 12.4039794 10.5819385 9.2832731 11.5252986 3.5378924 9.5659671 8.9190910 -1.4161921 10.3882351 0.1686420 0.00541390 0.00541390 1.26710000 0.59890000 0.00263570 0.00110930 0.00110930 -0.00456950 -0.00456950 0.00166420 0.00166420 0.00166420 0.00044223 0.00044223 0.00044223 -0.01904000 -0.00761010 -0.00761010 0.00000000 0.00000000 -0.61920000 -0.61920000 -0.00249380 -0.02315500 0.00555290 0.00555290 1.12860000 -0.05765400 -0.00899060 -0.00899060 -0.00539920 0.00541390 0.00541390 0.00541390 -0.62865000 -0.62865000 -0.62865000 -0.62865000 0.48853000 0.57309000 0.57309000 0.57309000 0.62351000 0.00263570 0.00263570 0.00263570 0.00110930 -0.00456950 -0.00456950 -0.00761010 0.00044223 0.00044223 -0.62350000 -0.62350000 -0.88550000 0.61552000 -0.61911000 0.00000000 -0.61920000 -0.61920000 -0.00013862 -0.00013862 0.00166420 0.01153900 0.01153900 -0.02315500 -0.02315500 0.00555290 0.45360000 0.49649000 0.00402430 -0.05010000 -0.05010000 -0.05010000 -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 NA 7.971718 10.564554 12.226204 10.833703 10.346083 10.257451 -1.416192 10.487206 3.628097 2.583712 4.958741 7.157348 10.083048 11.317352 13.913007 3.402859 11.912656 8.589325 7.933093 8.555244 10.257451 0.168642 9.635589 4.712986 9.173296 4.712986 9.281468 8.791813 4.812519 3.490596 6.611109 6.466343 8.819715 8.020412 9.301377 7.864472 3.338581 4.663504 -1.416192 6.526216 7.617124 11.206183 13.108916 11.155453 7.505542 10.862731 10.634570 9.091495 10.553807 8.211235 11.118247 4.752021 13.371961 9.191031 11.092733 13.169498 12.564644 5.338588 10.494343 10.9420772 11.5842289 12.0744263 2.7536259 11.8359226 10.3222153 14.4198482 10.2940766 9.5444267 8.8702584 12.3901496 10.3301562 8.6896091 10.6905907 9.6744748 10.9092872 10.9307684 10.5858125 8.5780541 13.0012236 13.9683496 10.0015532 10.6301426 6.0183293 6.9674050 11.2354252 2.7536259 0.5837116 8.6948363 10.4529090 12.4310517 10.9709103 10.9872454 11.4128288 11.8218068 7.7052343 0.5837116 NA 8.4526313 9.5829961 10.1719469 8.0715407 2.1686741 7.5085134 10.9459185 8.5963251 12.3410907 10.2410192 9.8393194 9.0214528 7.3910554 10.9423519 5.6060691 NA 9.8633113 10.6546769 10.1812877 9.2428047 12.8593887 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 & neck squamous cell carcinoma NA NA 0 white not hispanic or latino 1 2 NA NA 3 2 4 2 1 2 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 4 0 0 0 6 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 4 5 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 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 7 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 1 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 6 0 0 0 7 7 0 0 0 0 0 0 4 0 0 5 0 0 0 0 1.182513e-05 4.161334e-06 27.1367521367521 5.12820512820513 2.56410256410256 44.8717948717949 20.2991452991453 7.78482915 NA 11.05807509 2.67301362 3.55436783 10.80120523 9.25955097 2.51253031 9.53229689 13.69902112 7.55436322 7.92093518 7.05443610 NA 9.99967338 8.22274130 5.82595858 -0.57497045 9.77932917 9.45367663 2.23244587 NA 9.56782511 6.11856738 11.87744983 -0.57497045 11.20951021 11.01590082 11.07747675 2.59500231 1.88451978 9.63816581 NA 11.93349367 8.00250845 9.96587142 11.39266641 6.61983701 4.59500231 11.62429212 2.94863822 NA 12.05489181 8.72771867 NA 12.54564176 3.71048136 12.36951741 4.76492996 NA NA 4.96423689 0.42502955 13.36355405 13.09792615 12.57053442 11.07500963 12.94539160 -0.57497045 3.51254296 3.23243052 10.63575122 10.44571264 11.77090088 10.61057476 NA 15.95694103 17.45794082 9.42367040 4.65389695 1.23241517 1.01006368 11.66139311 NA 6.21949575 3.06892872 11.59278964 10.79576727 10.27174559 14.71392792 10.04941840 7.18663129 6.98350099 11.56718691 0.01006368 9.58872962 12.44796779 6.81309751 9.36098158 11.27585271 -0.57497045 8.93584394 9.78702362 8.58116291 -1.57475556 NA 6.12725357 4.53360695 6.40236064 8.80986361 9.95646139 10.96156994 0.01006368 -1.57475556 3.55436783 NA 9.78647548 8.00061921 11.78428034 10.46296997 8.96059830 11.45522970 -1.57475556 3.78262873 12.96478395 8.77601908 10.70845765 8.40092767 10.33989475 10.92624528 9.83447073 8.91191474 3.42508327 1.23241517 11.18891468 8.98827624 11.92617062 10.15342562 9.76102841 10.82649272 1.88451978 9.43857710 9.44119171 -0.57497045 10.37454190 0.01006368 0.268440 0.304730 0.510200 0.437830 0.437830 0.456090 0.456090 -0.043331 -0.043331 -0.146180 1.291200 0.872090 -0.562350 0.054091 -0.542390 -0.571600 0.843170 -0.050370 0.405770 0.408440 1.500100 -0.055769 -0.078011 0.338040 -0.084262 -0.036674 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 -0.518870 -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 0.095072 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 NA 7.5018953 10.9030910 11.7035293 11.4331583 10.2962151 10.8410856 3.0100458 10.2571787 6.7738078 -1.5747556 4.8001182 8.1272525 10.4701569 10.8318164 14.1712530 3.2048606 11.3719861 7.2194958 8.4399231 4.3319703 10.8410856 NA 10.8355312 2.8845198 8.3743957 4.2830624 9.6507694 8.1120532 3.5543678 3.7470114 6.7055260 3.1255189 8.0361049 8.0975055 9.5171763 8.6111941 1.2324152 -0.5749705 -1.574756 3.425083 10.236455 10.443259 13.479345 11.634990 8.603745 13.424054 10.451257 7.010042 11.358378 4.964237 10.806623 4.893173 12.447968 10.783731 10.921185 12.797120 11.418726 1.010064 10.540449 11.4020019 12.1188935 11.1326547 1.7470006 11.9344838 11.1675999 13.4299534 10.4289491 9.2178702 9.3528578 11.2832552 9.6470475 8.9729384 10.7208488 9.8136353 9.7793292 11.0384090 9.5277118 4.0100458 12.0548918 12.5456418 10.7228559 11.0750096 4.6149042 2.0100279 9.4236704 4.9169352 NA 9.8280919 9.6161391 9.3609816 11.2758527 11.2284038 9.7870236 12.5565350 8.7957673 -1.5747556 NA 8.8866105 8.1974108 9.6994579 2.1255189 2.5950023 9.7864755 12.0091028 11.4552297 12.3563714 10.7156748 10.2555950 7.6124321 8.7345562 10.4484877 -0.5749705 NA 9.2869421 7.8913602 10.1563989 10.0819517 10.8256925 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 & neck squamous cell carcinoma NA NA 1 black or african american not hispanic or latino 2 1 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 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 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 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 4 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 0 0 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 6.450068e-06 2.011312e-06 11.6935483870968 55.241935483871 2.41935483870968 21.3709677419355 9.2741935483871 8.9134136 NA 11.1060588 1.2731578 3.0805212 10.2850948 8.0479560 7.9349469 8.6889105 16.6157123 7.9942680 8.6285199 7.9061643 0.2732175 9.6633377 8.5376114 6.2342139 7.0010895 7.2561624 8.2590107 1.2731578 1.2731578 10.1504529 4.1800603 11.1462284 0.2732175 9.9482437 10.3031461 10.5085847 0.8581402 1.8581402 8.9678052 -0.7269019 12.6599743 7.8045505 9.6673741 10.6978600 8.7888687 5.5210979 14.1436298 -0.7269019 NA 13.1017020 9.0917509 2.2731578 12.1834367 6.5603267 12.9971496 5.8581302 3.7967327 -0.7269019 6.9242211 NA 16.0958880 16.4705139 12.8919569 10.6820292 12.2977890 5.6994323 NA 3.6654837 9.1044761 10.0347200 11.2411155 10.1778035 3.0805212 14.1266733 18.3559623 11.6057648 -0.7269019 1.5950739 1.2731578 11.8082011 0.2732175 7.7569846 5.1558099 10.3206336 10.4082367 10.0861483 14.8956210 9.5928408 4.0805212 3.7967327 10.9792330 -0.7269019 8.9170250 12.5357041 10.3914610 11.8961357 10.9251174 4.4430960 8.7789803 10.1404475 5.6307200 -0.7269019 -0.7269019 7.9522619 6.1800603 4.6994350 9.2461487 9.5689377 10.7710206 0.8581402 -0.7269019 8.0413531 -0.7269019 10.7331126 8.4703856 13.7987508 11.9500074 8.9249203 10.7356711 NA 2.8581402 13.4174287 8.8674934 11.2005764 7.0869504 10.1407564 9.7843383 8.6740482 9.6362084 5.1558099 0.2732175 8.8468161 7.9061643 11.8382709 9.5917116 9.0659592 12.0657558 2.7325948 9.3513196 8.7140380 -0.7269019 11.7202520 1.2731578 -0.05185600 -0.05185600 0.32447000 0.28089000 0.28089000 -0.00583060 -0.00583060 0.14905000 1.59980000 1.62230000 -0.00059249 0.38303000 -0.19925000 -0.19925000 -0.20672000 0.17242000 0.08637700 0.04945100 -0.01271300 -0.01271300 -0.06786000 0.25445000 -0.19462000 0.14191000 -0.12278000 -0.12278000 0.24581000 0.02939300 0.00000000 -0.36113000 0.31659000 -0.05185600 -0.05185600 -0.05185600 -0.18370000 -0.18370000 -0.09689900 -0.09689900 -0.20685000 -0.21988000 0.32527000 0.16415000 0.16415000 -0.38493000 -0.20809000 -0.20809000 0.01502800 1.93560000 -0.00968060 -0.40804000 -0.59643000 -0.20672000 0.22484000 0.22484000 0.02788200 -0.04441500 0.04945100 -0.01271300 -0.06786000 -0.06786000 -0.03585700 -0.03585700 -0.19462000 0.07988000 0.07988000 -0.20149000 0.14191000 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 0.8581402 6.9942674 11.0322247 13.1053665 10.9583556 10.3010748 10.6323693 3.1800524 11.5591489 6.1186587 -0.7269019 4.7650202 7.5905811 8.9544072 10.7809634 15.0028692 4.4704848 12.5507468 6.5019868 9.0636477 8.3526535 10.6323693 2.5950978 9.2288187 4.7967327 9.6903251 5.4430927 8.8335018 8.0497337 3.0805212 4.6307200 5.4430927 6.8045505 7.8804988 9.4838402 10.3189285 8.8693585 2.0805212 0.8581402 NA 6.973609 9.960544 10.088520 13.156003 12.269819 8.926014 11.427354 9.044658 9.128037 10.405669 8.167987 10.773015 5.824070 12.535704 8.480183 10.510976 13.081109 9.460521 1.858140 11.886958 10.9614191 12.0259675 12.5298198 2.9736113 11.3048700 10.9792330 13.1111859 7.3606320 8.9007026 8.8123275 12.8751716 8.4307432 9.5055897 10.4801648 8.8712211 7.2561624 10.8272779 9.4075951 9.0692083 13.1017020 12.1834367 10.0602551 10.6820292 8.8025994 8.6825596 11.6057648 1.2731578 1.2731578 10.0104161 10.1381287 11.8961357 10.9251174 9.9770724 10.1404475 10.7433192 8.5928408 NA 0.8581402 9.6508999 8.0110243 10.1740356 8.6719125 2.9736113 10.7331126 11.0524778 10.7356711 12.7229623 10.5287875 10.5712314 9.4203738 5.9170259 10.7625150 4.5585738 1.2731578 10.9679619 11.5156998 9.0708304 9.6772459 11.0116833 8.2871892 11.0095707 5.0280563 TCGA-QK-A8Z7 59 0 NA 392 head and neck stage iva t4a n2c m0 male 2013 NA yes head & neck squamous cell carcinoma basaloid type 8 1973 5 black or african american not hispanic or latino 2 2 NA NA 3 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 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 5 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 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 7 0 0 0 0 4.508112e-06 1.2484e-06 21.8934911242604 17.7514792899408 4.73372781065089 40.8284023668639 14.792899408284 7.4570763 NA 12.2633975 0.8168045 3.3403914 10.6925805 7.6685801 5.7826156 9.3106866 14.1783980 8.0456499 6.9305730 8.0456499 -0.1831136 9.0576225 8.7342032 5.4575089 3.4606901 -0.1831136 9.8741461 1.4017943 3.0647622 8.9305733 5.1743824 11.5773432 1.4017943 10.7582456 10.5887332 10.8108309 1.8168454 3.6748109 7.7140112 -0.1831136 13.1385479 7.1918705 9.5386482 11.5723447 7.9409525 6.2346833 11.0824461 1.8168454 NA 11.9490095 8.0552358 -1.1831136 11.2211744 5.8576128 11.8671900 7.4927881 1.1387489 1.1387489 3.8612209 1.1387489 13.6226254 13.7280527 12.8125815 10.6249909 12.3933155 NA 2.8168250 4.5447512 11.0626809 8.7312162 12.1136040 10.4593342 -0.1831136 16.6999636 16.3175019 9.3186682 6.3482129 0.4017397 1.8168454 11.5263458 0.4017397 6.6177305 2.9867568 11.1370930 10.9522198 10.9390120 14.9035893 9.7070954 6.2597753 3.6241828 10.0275024 2.7237115 9.5310767 13.1732102 9.6193475 10.8409319 11.1146072 -0.1831136 9.1798708 10.8097695 8.8653179 1.9867386 NA 8.6877508 6.1387592 6.3714195 10.0072732 8.5850155 10.0189550 7.1206122 NA 6.0066548 NA 10.0311502 8.3771641 13.0952080 11.5580874 8.8113259 10.2803555 2.5172757 4.2762659 12.4399124 9.2680423 10.9870692 7.8111846 10.4352946 9.6468631 4.9665781 8.4892563 3.3403914 2.4017943 8.1655593 8.1983738 11.1924137 10.4333799 9.2441440 11.1572376 4.4606901 9.7610307 8.8748228 0.4017397 11.9284559 0.8168045 1.0417000 -0.1260300 2.4865000 0.1345000 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 -0.3510200 1.1470000 0.1331700 0.1784500 0.1319900 0.1431000 -0.0241140 -0.7374000 0.1435500 1.0017000 -0.1815800 -1.2929000 -0.1214000 -0.6843300 -0.6843300 -0.6843300 -0.6843300 -0.7177000 -0.6973200 0.1508400 0.1508400 -0.2285900 0.6812400 -0.6694700 -0.7152400 1.1294000 0.7017600 0.6745200 0.0000000 -1.2929000 0.1007400 0.0716780 0.0933510 -0.0120240 -0.2563000 -0.2317800 -0.1751200 -0.2172300 -0.1992500 -0.6688300 0.1196100 0.3828700 0.1724200 0.1849500 -0.7125600 0.8331400 0.0339720 -0.7397600 -0.6973000 -0.6849700 -0.0372290 -0.0053992 -0.0241140 0.000 0.000 -0.256 -0.256 0.000 0.000 -0.199 0.135 0.383 0.152 0.152 0.121 0.833 0.178 0.178 0.095 -0.536 0.144 0.144 0.143 0.143 -0.685 0.176 0.428 -0.121 1.028 1.713 -0.229 -0.229 0.000 -0.669 0.289 0.289 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 0.135 0.383 0.152 0.152 0.121 0.833 0.178 0.178 0.095 -0.536 0.144 0.144 0.143 0.143 -0.685 0.176 0.428 -0.121 1.028 1.713 -0.229 -0.229 0.000 -0.669 0.289 0.289 0.313 0.313 0.000 0.000 -0.647 0.000 0.000 0.000 NA 6.1022340 11.8719440 12.1708049 11.8163027 9.9848764 10.9582997 4.2762659 10.8371166 6.4461884 1.4017943 5.4750427 6.6748123 9.3501608 10.3885838 13.6697507 1.6567709 11.0468516 9.6096215 8.9942507 5.9563820 10.9582997 1.1387489 9.6225750 3.6241828 9.3820380 2.7237115 8.9199746 9.0577059 3.4606901 1.4017943 6.6047341 4.8612259 8.1809659 7.0115884 9.5164037 8.5800433 0.4017397 4.9042962 -1.183114 1.986739 10.665063 14.122519 9.671700 11.956223 12.506392 11.140730 12.410572 6.531077 10.293577 6.741644 10.580459 5.767416 13.173210 10.349674 10.183700 13.175129 14.352501 3.723722 10.807644 10.6860394 12.1123131 9.1622365 2.2762584 11.3071806 10.9920688 14.7973034 10.0171167 9.8454280 9.2945893 11.1929565 10.4911602 8.2304591 10.3805040 10.1638988 -0.1831136 10.5916182 11.0941185 7.4998260 11.9490095 11.2211744 10.4710196 10.6249909 6.2844364 4.6241886 9.3186682 3.3403914 NA 9.5181375 10.4530025 10.8409319 11.1146072 10.6933481 10.8097695 11.4017936 8.7681158 8.8557502 1.9867386 9.3843499 7.2346833 8.7955416 7.7797272 3.8168352 10.0311502 11.2803555 10.2803555 12.3701004 10.1421365 10.4566240 7.4570763 9.4588827 9.7941110 5.4315394 1.4017943 4.3403914 7.7431272 10.2864730 8.9370689 11.2150404 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 & neck squamous cell carcinoma 80 NA NA black or african american not hispanic or latino 2 2 NA NA 3 2 1 2 2 3 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 0 0 0 0 0 6 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 5 0 5 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 6 0 0 6 0 0 0 0 0 0 0 0 1 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 5 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 7 0 4 0 0 0 0 0 0 4 0 0 0 0 1.050737e-05 4.022623e-06 8.03782505910165 13.4751773049645 13.7115839243499 40.4255319148936 24.3498817966903 6.1619663 NA 10.6808616 0.7107899 NA 10.2066107 8.8153545 4.8806806 8.9128795 15.9617757 7.3618078 8.3653916 6.0145361 NA 9.8316415 8.5733931 5.9586826 1.2957230 8.8528628 10.0343735 1.2957230 3.2957230 2.4111822 0.2957230 11.5138778 NA 10.4929349 10.5911045 10.7929048 1.0326651 -0.2892982 8.9971865 2.6176511 12.9551939 7.9128798 9.2689946 11.6264484 8.8061526 6.3902360 10.8515855 0.7107899 NA 11.1768322 7.9443753 -1.2891219 11.4000985 8.5637999 11.6104902 7.7414232 2.9586757 -1.2891219 3.9961537 -1.2891219 15.1975279 15.3301348 12.2823899 9.7510454 12.8043383 NA 3.5181071 3.6176511 11.1309791 10.0494921 10.4822452 10.2605404 0.1330374 17.0419220 17.2905615 9.0661067 2.1701815 0.2957230 -1.2891219 12.1399009 NA 6.6236445 6.1453840 11.5626082 10.3245452 10.2120953 14.4957228 9.9244675 7.9822190 1.2957230 10.8987263 NA 9.8968700 13.6358808 8.4555894 8.7275642 10.7170818 NA 8.4454652 10.6240192 8.0966182 NA NA 5.5938886 4.6880349 5.7875709 9.7058162 9.7875714 10.7345101 2.6176511 NA 2.0327004 NA 10.3451130 7.9491602 11.2667827 11.5895730 9.8188031 10.2328468 5.0326827 2.2957230 12.5604540 8.9551195 11.1568051 6.3328082 9.5331512 10.2233777 9.2303921 8.7022776 3.8806855 NA 10.2155747 7.8554142 11.7436624 10.2308833 8.9857162 11.7781901 2.7982165 8.9695926 8.9479656 NA 11.8627236 -0.2892982 -0.0091286 0.0084743 0.7413800 0.1518800 -0.0198630 0.0028579 0.0028579 3.6569000 0.0171240 3.6569000 0.0089567 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 0.0000000 0.4336100 -0.0051227 -0.7344000 0.0839200 -0.0091286 -0.7388800 0.0025951 -0.7321400 -0.7321400 -0.7321400 -0.6987500 -0.7643200 0.0312950 0.0311550 0.0311550 -0.7280000 -0.0198630 -0.0198630 -0.0584620 0.0076392 0.0171240 0.7015700 -0.7295800 -0.7164900 -0.7164900 0.7391000 0.6998900 0.0080567 -0.0410400 -0.0103700 -0.0156040 -0.7096200 -0.7096200 0.0162860 -0.0060904 -0.0140570 -0.0117490 -0.0321780 -0.7553800 0.6703000 -0.7241800 -0.7637200 -0.0454990 0.0162860 -0.1605200 -0.1605200 -0.1552800 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 2.675 1.960 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 2.675 1.960 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 -1.2891219 8.4673121 10.6492326 11.8477468 11.5613332 10.4373996 9.3911153 3.4111957 10.8803676 3.2957230 0.2957230 5.3831824 5.4522231 11.6464733 10.4978421 14.3935583 2.8966206 12.1267615 8.1864892 8.8588889 6.2653450 9.3911153 -1.2891219 10.2289170 3.7107569 8.6456703 5.3831824 10.0825324 8.6348557 5.1701855 0.7107899 7.1201041 3.5687375 8.8668388 7.1578390 9.2294089 7.8192799 1.7107458 -0.2892982 1.032665 4.234317 11.526139 14.141358 12.290779 12.183700 7.986880 13.231313 11.033529 7.276809 10.438251 7.166083 11.255479 5.832806 13.635881 10.182939 10.419839 12.274852 11.694640 3.295723 12.795647 11.154476 12.043492 11.677622 1.710746 11.758221 11.104950 14.355203 9.269176 9.567959 9.348286 11.689109 9.146863 9.409460 10.203110 8.690895 8.852863 11.089051 9.032684 8.139116 11.176832 11.400099 10.544832 9.751045 5.688035 6.050606 9.066107 3.465648 NA 8.746929 9.601780 8.727564 10.717082 10.330976 10.624019 11.497638 9.458949 6.511656 NA 9.571338 6.295718 9.590339 7.157839 4.354614 10.345113 11.753099 10.232847 12.256927 10.943776 11.055329 8.377867 8.672205 9.613131 2.032700 1.518132 8.039431 9.293058 9.360012 9.729651 10.364496 8.338290 10.816991 5.819280 TCGA-QK-A8Z9 56 1 449 NA head and neck stage iva t4a n2b m0 male 2013 NA yes head & neck squamous cell carcinoma 35 NA 2 black or african american not hispanic or latino 1 3 NA NA 1 3 1 1 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 4 3.398423e-06 1.421789e-06 19.1489361702128 21.9858156028369 3.54609929078014 28.3687943262411 26.9503546099291 10.4206816609 -0.9991346426 10.8699297647 5.7820808808 8.4539920070 10.9751361154 -0.9991346426 6.6227737187 9.1453796648 16.1976693806 6.1402735423 8.7063540727 8.3293963188 NA 9.8048525110 9.7115279451 5.1190407087 6.0230889803 4.2861270835 8.0881845386 3.4601527859 -0.9991346426 13.7178088425 8.8446426893 11.3430740383 2.0007211672 10.2331424540 10.3505555902 10.8776221033 2.7011719775 4.8833666606 9.3311791828 0.0007211672 15.3022355867 9.4955770515 9.6633899875 11.0351766407 8.6553575536 7.9076123637 10.3930389119 1.3226781013 NA 13.1356290861 10.0661376384 1.0007211672 12.4026676642 3.8080760893 12.4947020338 7.6117463333 NA NA 4.8587021624 0.5857317330 16.4044964351 16.2184077866 12.4233119689 9.6490791985 11.9059204704 -0.9991346426 0.0007211672 4.7286443425 10.9307195994 8.9195847024 10.7417671234 10.2480557605 0.9825829469 17.3377335839 18.0453397700 11.1507860953 NA 3.1706461687 3.1706461687 11.3773896087 2.4601658947 8.9403006752 4.0007211672 10.9252371604 10.2289390303 10.3697735559 15.7033947618 9.0423805925 6.5321034072 4.9314608687 11.2976377180 0.5857317330 10.0715133119 11.7572090569 7.7421888275 11.9847838929 12.0312162489 NA 8.4143495191 11.1180399503 5.9894069894 3.9076117629 2.8080760893 6.8350031530 7.0828707407 5.3930385900 9.2113928761 9.8288579687 10.2095654626 1.3226781013 -0.9991346426 5.5705782934 NA 10.8936437321 8.1555397823 12.1684532844 10.8161048632 9.6120876093 10.1319353938 NA 2.0007211672 13.3856401567 8.5359969325 11.4888127213 8.7539384177 10.2789444430 9.3308877551 7.2052928003 11.6856892647 4.1300083041 2.4601658947 11.6177297622 10.1837364782 11.3002157781 10.1254890259 9.7951373584 12.0411824976 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1.107887e+01 1.281909e+01 6.666058e+00 5.857317e-01 9.173149e+00 10.9439689 12.2209487 12.0705069 1.5856837 11.8163050 11.0898409 14.0686566 10.1498335 9.5978429 9.4734123 12.1156026 8.3659943 8.4845373 10.3277127 9.5095066 4.2861271 10.9259050 7.6337167 7.5005671 13.1356291 12.4026677 10.9805040 9.6490792 5.2486487 6.4101121 11.1507861 NA -0.9991346 9.2174673 10.1332212 11.9847839 12.0312162 10.5345379 11.1180400 10.8458195 9.0175297 6.3494502 4.4601528 9.8263640 7.8399256 10.1370718 6.0775378 5.2675096 10.8936437 11.0045908 10.1319354 12.0987536 10.5577065 9.8879421 9.4875565 9.0573593 10.2241199 3.0881925 4.5242831 3.2486563 10.1863403 9.2768460 10.1580685 10.1300046 7.5705768 10.1731491 5.3045037 TCGA-QK-A8ZA 60 1 371 NA head and neck NA t2 n2b mx male 2013 NA yes head & neck squamous cell carcinoma 15 1983 NA black or african american not hispanic or latino 1 4 NA NA 3 2 3 3 2 3 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 4 0 0 0 0 0 0 0 0 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-0.01931659 2.30261151 3.30261151 13.95751672 13.92648308 12.16401474 9.56189010 12.38410103 -1.01917038 NA 3.06815486 10.63218968 9.36331346 11.67046913 9.92905671 -0.01931659 18.23100874 18.32855521 9.82852988 NA -1.01917038 NA 11.86657649 NA 5.70860939 3.98069255 10.41466082 10.31216631 10.91806335 14.92091132 10.20348443 7.80723770 0.98068341 12.07625137 -1.01917038 10.50474144 13.67590963 9.74307160 10.91879885 12.02115048 NA 8.83087643 11.85297961 8.31831142 -0.01931659 NA 6.90157772 3.83866945 4.47253976 9.31831142 9.02097911 9.98561214 2.30261151 2.88758376 7.88758010 -1.01917038 10.70988535 9.14308087 11.98596315 10.86638589 8.77895070 10.34974156 -1.01917038 1.30264075 12.47003573 9.33934074 11.00686708 6.98631422 9.90435117 9.56797014 4.95797030 8.55622860 1.30264075 2.44012832 10.99051813 8.17544626 11.47329378 10.39272999 9.05081048 11.32581750 2.68113438 9.08332135 8.95366917 -1.01917038 10.85950676 NA 0.4024400 0.7324000 0.8990900 0.7722700 0.0997240 2.9692000 0.1073400 0.1004500 0.1004500 -0.8003600 0.0365120 0.0080567 3.6569000 -0.7384500 2.3994000 -0.9257000 -0.7600300 3.6569000 0.3556100 0.3068100 0.0498240 2.6008000 -0.0540160 -0.1305700 0.1175600 0.1175600 0.0296270 -0.3165700 -0.0852330 0.0068044 0.7819600 -1.1247000 -0.8337300 -0.0291270 -0.7665500 -0.7256200 -0.7349500 -0.7124800 -0.7611500 -0.7248200 -0.7094400 -0.7094400 -0.7437700 -0.7615800 -0.7452500 0.0759910 -0.8093900 0.1004500 0.0552300 -0.7912600 -1.2929000 -0.7093500 -0.8147600 -0.7597800 -0.3411300 -0.8572900 -0.2858400 0.2549600 -0.1002600 -0.1042100 1.2398000 1.0786000 -0.3127300 -0.2047300 -0.2047300 -0.8177800 -0.1651000 -0.7400200 -0.1071000 -0.2443600 0.7459400 0.7800500 0.7683000 -0.2562400 -0.760 -0.341 -0.695 -0.208 0.289 0.289 0.000 1.381 -0.123 -0.223 -0.223 -0.186 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 1.381 -0.123 -0.223 -0.223 -0.186 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 NA 7.875507 10.984207 11.459712 11.356543 10.650460 10.360068 NA 11.343181 4.653117 1.302641 6.256814 6.595399 11.288460 10.920269 13.432673 3.590087 11.734742 8.127894 8.719305 4.266089 10.360068 1.302641 9.970084 5.068151 8.778351 6.099630 11.076087 9.045580 3.440115 NA 8.888827 5.887579 8.732234 8.431901 9.487493 7.468530 3.302612 -1.019170 -0.01931659 9.04138537 11.25010842 11.58567353 10.48401836 10.57408059 6.97504316 13.43575980 12.08135185 7.57314651 10.97008403 9.38476670 11.74887382 4.58149587 13.67590963 9.32053951 10.58246032 13.02978758 11.69600803 3.83866945 9.32387532 11.054162 12.739745 11.117360 -1.019170 11.400123 10.728043 15.412167 10.165565 9.912166 9.145596 11.968309 9.479967 8.396431 10.193788 11.175754 3.150608 11.958327 9.798473 5.550544 12.182813 12.126622 11.820484 9.561890 4.595402 4.535275 9.828530 7.104810 2.302612 9.515965 7.937792 10.918799 12.021150 11.566826 11.852980 10.518393 9.687185 3.788049 6.355728 8.477483 8.204691 11.995059 11.079380 8.033258 10.709885 12.195767 10.349742 12.735994 11.240433 10.900670 8.214309 10.167423 10.023033 -1.019170 2.788038 7.436017 8.209893 10.312166 11.215507 10.996105 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 & neck squamous cell carcinoma NA NA 0 black or african american not hispanic or latino 1 4 NA NA 2 3 1 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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 5 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 4 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 3.259712e-06 1.075011e-06 20.9302325581395 30.2325581395349 3.87596899224806 27.906976744186 17.0542635658915 9.188725568 NA 10.293463947 1.583037624 1.413106603 10.442747496 7.967704099 6.258605604 9.328247665 15.722662593 8.110082875 7.902962927 8.249165612 -1.586839224 8.257036084 8.728264755 5.847743912 5.013028940 9.693305912 8.885806173 2.936685047 2.319993587 8.949362465 5.689240445 11.547060081 5.670503298 10.916692495 10.248770935 10.405345405 1.480058269 3.320008033 9.291043350 4.113558823 14.331652368 8.957113653 9.221580596 11.587884847 9.551387008 7.168003134 12.788629823 4.295759753 0.413160776 10.085540576 10.182539857 -0.001876724 12.536589997 12.194543543 12.307932959 7.595509628 NA 1.872552996 5.424340998 0.998051046 14.819817131 14.987879580 12.581395549 10.588664702 13.029376840 0.413160776 -0.001876724 3.583037624 11.356911997 9.527508284 10.235287637 10.325256090 1.413106603 17.871205343 18.774427181 10.194884746 -1.586839224 0.998051046 1.998087162 12.013144227 3.583037624 7.744031893 7.346806232 10.915705827 10.530758335 10.407468644 15.540646102 9.775606989 7.123921699 4.920907792 11.090394379 0.735002193 9.559047403 12.045224318 9.676384311 10.220067504 10.856317750 3.936675625 8.406053605 10.966024401 7.168003134 -1.586839224 -0.001876724 5.534855340 5.583040633 5.779438339 9.388963125 9.182126399 10.979882798 3.113550488 -0.001876724 5.698518545 NA 11.154371501 8.891884840 12.721098612 11.399846077 9.385951461 10.186666568 0.413160776 1.583037624 12.923941150 7.723727831 11.352327080 9.294994009 9.470518156 10.378506313 12.198158899 10.572986558 4.168000125 1.220453786 8.255465326 8.758520386 12.266132261 9.693305912 9.049739935 12.061248049 1.872552996 9.367260535 8.823566592 2.998069104 11.663413605 1.220453786 -0.43604000 -0.45104000 0.03340800 0.06436800 0.07570300 0.02034300 0.02034300 0.02496900 0.02496900 1.18940000 0.43418000 0.44054000 -0.43799000 -0.43799000 -0.43799000 -0.48099000 0.00000000 0.00000000 0.01251600 -0.02466100 -0.08346500 0.02132300 0.00569190 0.01042400 0.65811000 0.02454800 -0.00083160 -0.09181600 -0.03095000 -0.42680000 -0.00929220 0.01028500 -0.37290000 -0.43832000 -0.43637000 -0.42844000 -0.43983000 -0.41729000 0.00708260 0.01712400 0.01992300 0.01544700 -0.50256000 -0.43138000 -0.43138000 -0.02123500 0.00433170 -0.41937000 -0.45617000 -1.29290000 -0.43799000 -0.43799000 -0.44405000 -0.44405000 -0.00055444 0.00000000 0.00833510 0.48975000 -0.43888000 -0.42985000 -0.04360200 -0.03040400 0.00569190 0.00527490 0.00527490 -0.46334000 0.01042400 -0.45351000 -0.43094000 -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 NA 7.020446 11.023448 10.939614 11.704861 10.891632 10.448945 2.805437 10.850087 7.928815 0.998051 3.698519 7.516403 10.595199 10.372755 13.828296 4.315914 11.723302 8.620130 9.206052 5.583041 10.448945 0.998051 10.970579 4.343855 8.299101 4.936676 10.429227 8.134949 4.085544 9.487257 6.716896 4.856059 8.309448 9.200201 9.398246 8.320006 2.735046 5.367312 0.998051 3.839375 12.377456 12.298035 11.238074 11.540787 10.027365 10.902351 11.912338 7.511147 10.923138 7.370217 10.995257 4.856557 12.045224 8.357095 10.662525 12.594995 9.085540 1.413107 11.499749 10.063718 11.518860 12.518205 1.998087 11.276334 9.772865 13.943274 8.483236 9.681072 9.153739 12.650997 8.581537 8.914952 10.511799 9.177157 9.693306 10.443782 7.940592 10.463644 10.085541 12.536590 10.532056 10.588665 5.233294 7.130792 10.194885 3.113550 -1.586839 8.578022 10.682826 10.220068 10.856318 10.465344 10.966024 11.512956 9.647334 1.583038 8.285020 9.425447 7.617099 9.905469 9.439639 4.521641 11.154372 11.917686 10.186667 12.266522 10.479204 10.848785 8.904968 7.334956 9.796819 2.113567 4.500579 8.103113 9.398530 9.541110 9.964823 10.375288 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 & neck squamous cell carcinoma basaloid type NA NA NA black or african american not hispanic or latino 1 2 NA NA 3 4 5 1 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 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 0 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 3.433101e-06 1.491145e-06 11.8055555555556 37.5 2.08333333333333 22.2222222222222 26.3888888888889 7.26654670 NA 11.79198028 0.71501475 0.39308666 10.28564577 9.28412728 5.81095459 9.33488421 16.11805644 5.99301535 7.93419979 7.42376976 1.20044158 9.64872176 9.24016046 5.80249310 1.20044158 3.29999190 9.10734865 -1.60691334 -1.60691334 4.75065474 2.20047297 11.76474353 -1.60691334 10.47092014 10.96153420 11.07894681 2.30000655 2.20047297 9.81741109 NA 13.59495890 7.04056152 9.13437626 11.45210937 6.98929231 4.52238851 12.97253681 3.03696042 NA 13.11420220 8.95152369 0.39308666 12.00516518 7.89490020 12.96289929 7.70371605 NA -0.60691334 4.03696042 2.09352637 15.15026966 15.58778927 12.63165702 9.95391342 12.31103445 2.09352637 3.91666772 3.39310039 8.69459922 9.89990640 11.67633609 10.45885566 3.91226663 14.71145162 17.88876288 10.64931169 NA -0.02195084 0.39308666 11.89717711 NA 6.67387438 3.25108280 11.49032859 10.62642307 9.90139293 14.98355848 10.00827286 5.51204354 2.09352637 10.09743896 1.85251827 10.26346769 13.14946908 8.99394518 10.81016431 11.91764470 NA 8.83915244 10.45109476 6.36464597 2.20047297 NA 7.98170541 3.97806747 5.27574460 9.33708285 8.83500979 9.58230986 1.85251827 NA 7.50944724 -1.60691334 10.25224947 8.84843015 12.15226301 11.88745859 8.85679090 11.48040010 1.56301166 4.69688409 12.69188159 9.18670630 10.77626729 8.93903288 9.93403019 9.06464416 10.11462952 9.76160940 3.56302386 3.71502574 11.45329229 8.14464703 11.50717066 10.88920779 9.38462490 12.55384108 3.78542500 9.02415260 8.33121211 NA 9.95056669 -0.02195084 -0.0253460 -0.0253460 0.7317000 0.7425200 0.7425200 0.0068517 0.0068517 -0.7349500 1.9795000 0.8429700 -0.0044312 0.0023581 -0.7285300 -0.7386200 -0.7499400 0.0020805 -0.7366100 2.1179000 0.0069435 -0.0049844 0.0034951 0.0160060 0.7856200 -0.0446860 0.0469450 0.0569400 -0.0054922 -0.1449000 0.0015255 0.0015255 0.6771500 -0.0253460 -0.0253460 -0.0191770 -0.7196000 -0.7225600 -0.7199500 -0.7199500 -0.7834100 -0.7388800 0.0227250 0.0227250 0.0098669 -0.7462900 -0.7462900 -0.7462900 0.0283410 1.9795000 -0.7516700 -1.2929000 -1.2929000 0.0122280 -0.0134020 -0.0018539 0.0239470 -0.7410000 -0.7469800 0.0289030 -0.0049844 0.0034951 -0.7504600 0.0157270 0.0065262 0.0469840 0.0469840 -0.0446860 -0.0283550 -0.7559900 -0.0900010 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 NA 6.924485 11.058439 12.030067 11.725699 9.385333 9.536486 6.573012 10.012406 3.750660 3.563024 5.947692 6.370382 10.126542 10.771398 15.630864 2.712134 12.229055 10.424115 9.083642 6.512044 9.536486 -1.606913 10.273069 4.852533 9.383242 5.051316 9.152159 8.430650 8.552975 2.563036 6.007812 7.928379 9.006892 8.051314 9.586628 8.467244 1.715015 4.767967 -1.606913 4.121024 11.896929 10.353818 11.132884 12.630985 8.347299 10.484869 12.033348 8.093543 10.783272 9.193194 11.287731 4.487338 13.149469 8.731839 10.627621 12.329547 12.170872 1.978049 11.438863 11.2715371 12.1711801 12.2505009 -0.6069133 11.9269194 10.7426607 14.9690111 8.4320219 9.0831009 9.2283639 12.5569099 9.9881879 8.6303130 9.2084782 8.8391524 3.2999919 11.5133409 8.9686423 8.7451466 13.1142022 12.0051652 10.4927795 9.9539134 7.4884997 6.8484302 10.6493117 0.9780492 -1.6069133 9.3603292 9.4963908 10.8101643 11.9176447 10.9660401 10.4510948 10.6917384 7.9361350 -1.6069133 3.2004573 8.3193397 8.1244222 9.5982854 7.5829278 3.3472971 10.2522495 11.2291534 11.4804001 12.8369531 10.4446518 9.9371014 9.3022462 8.3617697 10.4904768 1.7150147 0.2209490 10.6177077 9.1105825 10.3642872 9.6779271 10.8954376 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 & neck squamous cell carcinoma NA NA 4 black or african american not hispanic or latino 2 1 NA NA 1 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 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 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 2.808901e-06 9.363002e-07 22.0183486238532 16.5137614678899 4.58715596330275 30.2752293577982 26.605504587156 11.2797490 1.0820894 10.2678242 4.9565911 6.3300510 10.6974459 -0.5028731 6.1695863 8.9483713 16.1294171 6.8980402 8.0555807 8.2817951 NA 9.0324356 9.5305833 4.1410158 2.8190959 6.0670148 7.4513562 2.4971525 0.4971269 9.8458885 7.1976001 10.4622230 2.8190959 10.1173801 9.9678191 10.2915762 NA 4.9565911 8.0978910 4.8547138 11.7111758 9.7041746 10.0894024 9.8991064 8.9442435 8.2419941 10.8596520 3.8190857 NA 11.9328305 9.1976001 NA 7.1265166 3.7810869 11.3980270 7.1695853 NA 3.7450867 3.5846258 1.4971780 16.2019265 16.0483178 12.8694812 10.5786437 12.2501680 -0.5028731 NA 2.8190959 10.3157424 8.7355648 10.5679521 9.9809760 2.0821235 13.2802608 14.6893760 10.8819440 6.4629439 1.0820894 4.1410158 11.0192513 4.6264450 8.2250806 5.6670860 10.2764200 10.5605553 10.5531205 14.9249968 8.9463089 6.6570311 7.0207222 11.9401037 0.4971269 10.8291968 10.6894530 8.5925572 11.5537979 10.9197506 6.1695863 8.8700253 10.6968325 8.2553837 1.0820894 NA 8.4106180 6.0049553 7.6161011 8.3237087 10.2562162 11.4491734 -0.5028731 NA 4.1410158 NA 10.8202150 8.5659387 12.8968387 9.4278976 9.2868569 9.3268829 NA 1.8190959 13.3306434 8.2045193 11.4411401 10.5679521 9.8735896 9.6999942 7.3489096 10.4578862 6.0363187 2.4971525 11.6135042 8.6082959 10.9960095 10.0450187 9.6469073 11.7262795 3.3045110 8.9650509 7.9850005 NA 5.3300492 -0.5028731 -0.1247300 -0.1021100 -0.1392300 1.8187000 1.8936000 0.0975420 0.0788390 0.4388500 -0.0313590 0.2560500 0.2560500 0.2560500 0.1001600 0.1001600 0.9894900 0.9312700 -0.1407700 3.6569000 -0.0015243 -0.0030472 -0.3841400 -0.4096500 0.0148880 0.4478000 0.0330710 0.0472680 0.0295650 0.0123760 -0.0398490 0.0179630 0.0467790 -0.1247300 -0.6549100 -0.1225200 -0.1262900 -0.1475900 -0.1370400 -0.1370400 -0.4160900 -0.4160900 -0.3842300 0.2613700 0.2468400 0.0952670 0.0952670 0.0682010 0.0778620 -0.0313590 -0.0313590 -0.4234500 -0.8364800 0.0496820 -0.1789100 -0.1789100 -0.1789100 -0.1990000 -0.1665000 -0.0615750 -0.3943100 -0.3943100 0.2684400 0.2897700 0.0000000 -0.0965720 -0.0902290 0.0072217 0.4520700 -0.4487000 -0.2909500 0.2554600 -0.1588600 0.0231450 0.0231450 0.0193000 -0.179 -0.179 -0.152 -0.152 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 -0.152 -0.152 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 -0.5028731 6.9150129 10.7551373 12.7876111 10.8230278 10.5517646 11.4858840 2.4971525 11.4936337 9.6956054 NA 3.5846258 7.9317882 8.5739758 10.2752373 8.5305831 2.3610946 11.2071056 6.6968326 8.3332108 7.9524873 11.4858840 NA 9.8547123 6.8100433 8.1261159 8.5250662 9.4278976 8.3538036 3.8894735 5.9728948 6.1695863 4.0821235 7.5195278 10.6664589 9.9442435 7.7355648 3.0821235 3.8894735 -0.5028731 4.9890118 11.0546239 9.4234563 NA 11.1633843 11.7894819 10.6004481 12.4950454 7.9769404 9.7975129 10.0372883 10.7586675 5.0068545 10.6894530 9.0877474 9.9012374 13.5937758 5.8190882 2.8190959 9.7139061 10.5076883 12.3436301 11.5922275 2.3045110 10.6745798 11.1993329 13.1569276 8.7917809 8.8370104 8.7709559 11.3828566 9.1951529 8.9421752 10.2139797 9.9255205 6.0670148 10.2419941 8.9688355 8.1410163 11.9328305 7.1265166 10.4197446 10.5786437 5.1695843 7.1624961 10.8819440 2.0821235 0.4971269 8.6030688 10.7253777 11.5537979 10.9197506 10.6341513 10.6968325 10.7715384 7.3426499 3.5846258 NA 10.0155183 9.4055529 10.8808646 7.7211621 6.8190882 10.8202150 10.5558285 9.3268829 12.5925573 10.3919780 10.0546240 9.9678191 9.6290172 10.5892567 4.5846258 2.8190959 3.4040448 9.7528026 9.0108878 9.5429198 9.6857490 7.6004482 9.7662869 6.0670148 TCGA-RS-A6TO 82 1 387 NA head and neck stage iva t4 n2c m0 female 2013 NA yes head & neck squamous cell carcinoma NA NA 4 white not hispanic or latino 4 6 NA NA 1 3 2 2 2 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 7 1 0 6 7 1 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 0 0 0 0 0 0 4 0 0 0 0 0 0 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 5 7 4 0 0 0 0 0 0 0 0 0 6 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 7 0 0 0 0 5.062957e-06 2.080667e-06 26.7942583732057 38.2775119617225 4.78468899521531 17.7033492822967 12.4401913875598 10.8529976 -0.3219281 10.3706874 1.2630344 6.5969351 10.5022351 3.2630344 5.2927817 8.8777442 15.8934343 7.7708290 8.2172307 8.3146965 NA 9.2630344 8.9116916 5.6780719 0.6780719 9.1230868 8.8379432 2.6780719 0.6780719 11.7578900 3.3785116 10.7045953 3.2630344 9.8442350 9.7169909 10.2240017 NA 2.6780719 8.3818371 8.2364926 12.4138395 8.6667566 10.5555631 10.1917995 7.9212459 7.6780719 12.0778839 4.1375035 NA 12.5666249 8.7142455 -0.3219281 10.2152903 9.5371873 11.7004397 6.5849625 3.2630344 NA 6.5235620 3.6780719 14.8261083 15.5733885 12.5008817 11.0585330 12.4212233 1.2630344 NA 0.6780719 10.3636967 9.3487282 10.6445774 9.6822924 2.0000000 18.8107097 18.2799043 11.3685065 7.6380738 -0.3219281 3.7655347 11.2826251 4.5849625 7.3434078 6.2172307 10.4781710 12.6143418 10.0465784 15.0478737 9.4724878 6.4724878 8.3327079 11.8259128 -0.3219281 10.1739269 10.7420938 10.2982917 10.4262648 11.8259128 6.9068906 8.7279205 10.0367231 7.0531113 1.6780719 -0.3219281 7.2733667 5.5360529 5.3504972 8.4262648 8.1168638 10.5164880 2.0000000 NA 2.0000000 1.2630344 10.2016339 8.0134623 12.7670257 11.4805883 9.4438055 9.8137812 NA -0.3219281 13.5787501 7.8826430 11.5565061 7.6892992 9.3074285 9.5836545 7.6438562 10.9571020 4.4329594 2.0000000 9.4610701 8.6780719 11.8951208 9.7197311 10.0011267 11.9553593 6.8176233 8.6028844 9.1598713 4.4854268 10.9342806 -0.3219281 0.173400 -0.064106 0.263260 0.219290 0.217140 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 0.052233 0.097688 -0.056442 -0.056442 -0.056442 -0.101320 -1.015800 -0.064106 0.250900 0.250900 -0.078677 -0.078677 -0.086916 -0.086916 -0.090307 -0.090307 -0.090307 -0.072140 -0.078677 -0.092366 0.252930 0.228080 0.228080 -0.118950 0.538010 0.538010 -0.077840 -0.011749 0.000000 -0.067726 -0.067726 0.297870 -0.424860 -0.081339 0.225760 0.232250 -0.265400 -0.409040 -0.409040 -0.061555 -0.074277 -0.444520 -0.411680 -0.062629 -0.045459 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 -0.3219281 5.4059924 11.5857137 11.8644957 11.3318127 10.1261882 11.2569163 3.3785116 11.3750394 6.3504972 NA 2.0000000 6.9448584 9.6524865 9.9611603 14.4534250 3.8694766 11.1699250 10.8936049 8.8717451 6.3785116 11.2569163 1.2630344 10.4170086 3.3785116 7.4502875 7.3074285 9.3818371 7.7393621 1.2630344 1.2630344 6.4329594 6.9541963 7.4789718 10.2900188 10.0650122 7.6667566 0.6780719 NA 4.321928 7.263034 10.466790 9.760208 8.436295 12.173177 10.744161 10.246978 10.493455 8.504620 10.559951 7.902074 10.443772 5.920103 10.742094 8.251719 10.337176 12.920088 6.807355 3.000000 9.400879 11.5042231 11.6983574 11.5457368 2.8479969 10.5062084 11.1947569 13.4730888 7.6496155 9.7468502 8.8703647 11.8783575 8.5351509 8.4429435 11.0223567 9.4195389 9.1230868 10.1137422 9.3750394 6.6438562 12.5666249 10.2152903 10.5492071 11.0585330 5.2016339 6.0000000 11.3685065 3.0000000 2.0000000 8.4561490 9.8703647 10.4262648 11.8259128 10.6794801 10.0367231 11.1674181 8.4025858 5.1043367 0.6780719 10.0216685 8.5422580 10.3854310 4.8073549 4.3219281 10.2016339 10.8278190 9.8137812 12.1040745 10.6752514 10.0606959 9.5834589 6.9164766 9.9909549 3.2630344 2.5479433 2.2630344 9.8105588 9.0810839 8.9378152 10.1769211 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 & neck squamous cell carcinoma 10 1980 NA white not hispanic or latino 3 5 NA NA 3 3 3 3 2 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 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 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 3.814557e-06 1.525823e-06 21.5189873417722 56.9620253164557 0.632911392405063 13.2911392405063 7.59493670886076 7.1745752 NA 10.1007291 1.9354220 1.0423642 12.2816935 -0.7648857 7.0228982 8.9865398 16.5439124 7.3745474 8.3642787 7.3091371 NA 8.7388215 8.6100352 5.6693727 0.5568953 12.6295254 9.3487379 -0.7648857 NA 4.8932069 0.2349917 12.1107451 NA 10.0515794 10.9882125 9.9496706 1.9354220 1.0423642 7.6135287 NA 12.5652824 5.8199593 7.9179902 11.9651474 6.6401379 2.2349917 12.6310653 NA NA 12.6088804 8.5659128 -1.7651308 13.1336916 3.2710521 12.2435119 10.0531784 NA NA 4.6944289 2.5569198 16.0534593 17.2824612 12.2431617 11.1712656 12.3683788 NA 0.5568953 -0.7648857 12.1626811 9.5754022 11.8480945 10.4211100 3.1891920 16.8806085 18.8252694 9.5670324 NA NA -1.7651308 11.7717286 NA 4.2573652 3.8788528 11.3951319 11.1996976 10.2094104 15.0887074 9.0048337 NA 8.0836187 11.1070935 -1.7651308 9.9903007 12.6766996 9.6789752 13.1859161 11.3037740 NA 9.3610549 12.0857686 7.7972381 NA NA 5.5766249 0.8199951 1.5569444 9.9718204 8.3707048 10.8522336 -1.7651308 NA 8.9109527 NA 11.3290735 8.4480998 12.4931937 12.5463893 9.9802667 9.5255907 -1.7651308 -1.7651308 13.3789768 8.7457600 11.0387233 5.7895858 10.3981045 9.6753511 1.0423642 6.3171449 -0.7648857 1.2349917 10.7286011 8.9923858 11.2653180 9.3389391 8.7358376 12.6991586 1.8199542 9.1461107 9.1862804 NA 10.5767925 -1.7651308 0.01038000 0.01038000 1.58180000 0.00416320 0.00416320 0.01782400 -0.02395500 -0.04700500 -0.00622860 0.00476460 0.00476460 0.00476460 -0.00493150 -0.00493150 -0.00263220 -0.00263220 0.00102410 0.00102410 -0.83405000 0.02356600 -0.02943800 0.81064000 0.00000000 -0.02698800 -0.00443120 -0.00443120 3.65690000 -0.05354600 0.00402430 0.00402430 0.00402430 0.01038000 0.01038000 -0.83736000 -0.01202400 -0.01807800 -0.01807800 -0.03803900 -0.01931400 -0.01931400 0.00041593 0.00041593 -0.00152430 0.00416320 0.00416320 -0.01519100 -0.00373220 -0.00415460 -0.01337500 0.00476460 -0.00263220 -0.00263220 -0.00567570 -0.00567570 0.00736090 0.00102410 -0.82594000 0.00541390 -0.00083160 -0.81770000 -0.00899060 0.00319100 0.00000000 -0.01381500 -0.01381500 -0.02698800 -0.85326000 0.00972760 -0.04973400 -0.04766600 -0.03258700 -0.03176800 -0.05354600 -0.05354600 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 NA 8.0519794 10.5817865 12.8404174 10.7378275 11.2047420 10.1760433 1.9354220 10.9859121 4.1891920 -0.1800049 4.0423467 8.2364041 10.1478851 10.8344437 14.4416286 3.7911160 11.2072576 5.4923852 8.9856191 6.2684194 10.1760433 NA 10.2399184 3.2793970 8.2159348 4.3435215 9.2362561 7.0519158 3.2793970 -1.7651308 7.6646748 5.5017831 8.2250999 7.8367668 9.7585577 7.5157668 2.2349917 0.2349917 NA 7.309137 7.993219 12.155711 12.061842 11.652848 5.766378 10.911614 11.638540 9.327092 9.610035 3.907419 11.722585 5.881014 12.676700 8.844174 10.518084 12.590752 8.686207 2.819954 10.764670 9.346131 12.127539 10.415837 1.234992 11.615051 10.296704 15.411739 5.547879 8.889632 9.116110 11.748600 10.109278 8.801050 10.255274 8.944941 12.629525 10.582617 11.171450 7.663356 12.608880 13.133692 10.151995 11.171266 5.223681 3.482926 9.567032 6.789585 -1.765131 9.408673 6.035897 13.185916 11.303774 11.189919 12.085769 11.671577 8.255976 NA NA 8.954727 7.736833 9.888289 1.404903 1.404903 11.329073 11.406016 9.525591 12.027684 10.283823 9.087525 8.656009 7.311811 11.290787 1.042364 NA 7.568151 10.061493 10.310141 9.215135 13.063975 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 & neck squamous cell carcinoma NA NA 1 white not hispanic or latino 3 3 NA NA 1 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 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 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 4 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 7 0 0 0 0 0 4 0 7 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 7 5.964579e-06 2.011312e-06 23.4042553191489 56.5957446808511 2.5531914893617 11.063829787234 6.38297872340426 11.3455404 NA 10.6481720 NA NA 10.2638264 1.0284277 6.5282556 8.7698775 17.0077352 6.2951977 8.5021161 6.9353006 NA 10.2286961 9.3264731 5.5362052 2.4878465 4.8097694 7.9110534 3.6722669 NA 4.7008336 1.6133902 10.1933174 1.0284277 10.2014629 10.0021078 10.4904015 -0.9717138 2.8357624 8.5128305 NA 13.6299491 8.9913064 9.5292523 9.8964614 7.7426557 3.6133784 10.6204002 -0.9717138 NA 12.7100881 9.1654015 0.0284277 10.6283233 3.8607940 10.4672023 5.3682620 NA NA 4.0284100 1.6133902 16.3899601 16.8888139 12.6545050 12.0792794 11.8327432 -0.9717138 NA 2.3503275 10.3859625 8.8501843 10.9401770 9.1447543 1.9139904 17.7784697 18.6848877 12.0261192 NA NA NA 11.2712868 NA 6.8421919 5.6577657 10.1185890 10.2108048 10.7635434 15.0988040 8.9941947 3.3503417 2.4878465 11.6921909 0.0284277 10.3207321 10.9947897 9.2608313 12.8006219 10.7807911 NA 8.5162504 10.3615658 7.2763375 NA -0.9717138 8.9784122 3.2763329 3.4878465 8.0284106 9.0904565 12.2681581 NA NA 7.0396374 NA 11.1002080 7.1211677 12.5227661 11.2089413 9.5704654 10.5529521 NA 3.2763329 13.6799107 7.1882822 11.1612315 6.9999538 9.9234480 9.7681995 3.7832995 11.2954897 1.3503275 2.1983370 10.8207941 8.1473515 11.2650227 9.4515264 9.0535502 10.9898602 2.6133666 8.8925965 8.2787087 NA 10.4878420 -0.9717138 0.00221930 0.00221930 0.00055459 -0.01161100 -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 -0.01281600 0.00569190 0.00569190 -0.00636680 -0.01257600 -0.00567570 -0.00304750 -0.01119800 -0.01119800 -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 -0.00263220 -0.01161100 -0.00263220 -0.00263220 0.00000000 -0.00636680 -0.00636680 0.38634000 -0.80542000 0.37858000 -0.11439000 -0.02698800 -0.01125700 0.37545000 -0.01281600 -0.02282400 -0.01618200 -0.00636680 -0.00069303 -0.00494590 -0.00567570 -0.01532900 -0.01532900 -0.00304750 -0.00304750 -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 NA 5.9110540 10.7961811 11.3812815 11.3319058 10.5247649 11.2148404 -0.9717138 11.6959656 3.6722669 -0.9717138 4.1158739 7.2905055 9.4651221 10.6857289 13.0433027 3.9567815 11.2478815 6.0396385 8.6258111 8.8130452 11.2148404 0.0284277 10.2348144 5.0507803 8.8192639 7.5829993 9.3760318 7.9846702 0.6133431 -0.9717138 5.7698775 6.7357699 8.4734253 10.6463370 10.4515264 7.6830465 -0.9717138 NA 0.0284277 8.1185227 11.0046166 9.5182483 6.9767772 11.0326310 7.7899620 10.6857289 11.5220158 9.2798928 10.1602674 7.6467963 10.6700107 4.4657068 10.9947897 9.2822579 9.5925600 13.1267716 7.8421919 4.2763403 9.8691884 11.1961422 12.1298938 9.5762689 0.6133431 10.4056210 11.5858742 14.6478252 9.1447543 8.4713541 8.2857984 11.4327537 9.2306690 8.6758688 11.5436175 9.0298186 4.8097694 9.7017195 9.5232661 9.3525910 12.7100881 10.6283233 9.9209533 12.0792794 6.6866224 7.9796950 12.0261192 0.0284277 1.8357624 8.9457827 9.9420479 12.8006219 10.7807911 10.5187600 10.3615658 11.5043971 8.6614058 NA NA 9.9651221 7.1211677 10.2194697 8.0170951 5.6133725 11.1002080 10.7240737 10.5529521 12.6308774 11.0638969 10.3299066 9.7766033 7.3815577 10.8465931 2.7288565 NA 1.8357624 10.7749122 9.2632279 8.9694582 10.9435429 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 & neck squamous cell carcinoma 40 NA 2 white not hispanic or latino 1 7 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 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 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 5 0 0 0 0 3.051645e-06 1.213723e-06 23.5772357723577 26.0162601626016 2.4390243902439 24.390243902439 23.5772357723577 7.4851958 NA 9.6809374 1.7482465 3.7482251 10.5853327 5.4851949 3.8637105 8.8532659 15.6044614 7.0580859 9.5895326 8.2613000 NA 6.9706225 10.5662799 5.6868310 3.7482251 11.5630799 6.6868296 4.0701574 NA 7.1966906 8.4806804 10.0880804 NA 10.4463563 9.5958098 9.9297968 NA 2.1632733 7.5322983 NA 12.5194447 8.1800762 9.8723517 9.4555896 7.3231395 4.5555830 11.6440581 4.3331947 NA 10.7425839 8.2507309 0.1632411 10.4975412 2.9706144 11.2685217 5.3727223 NA NA 7.0087580 3.4851949 15.8141233 16.6435398 12.8822288 11.8958594 12.0607353 NA NA NA 10.7668943 7.5469724 11.7533871 7.8286037 1.1632411 18.0055507 18.3935042 9.8445063 NA NA 0.1632411 10.3381936 NA 7.0212487 2.7482251 9.2825204 10.0134547 11.8911884 14.7809649 8.1856357 3.1632733 3.7482251 12.5950267 NA 10.3968876 10.7168972 8.4253628 10.7971713 8.9738397 NA 8.6308736 10.0274540 4.8637056 NA NA 8.6932061 2.9706144 4.0701574 7.5031181 7.1057828 12.7140147 NA NA 7.8637074 1.1632411 10.7004864 7.7101624 13.3958387 11.4693296 7.6578436 6.8911883 NA 1.7482465 12.7759061 6.8356930 11.8062221 6.5895328 8.8497685 9.4920551 9.7388072 8.8843671 1.1632411 0.1632411 11.5921515 7.6946497 9.6907450 8.8462626 8.9738397 13.0247426 0.1632411 7.5119961 8.3231395 1.1632411 8.9013602 NA 0.455130 0.467410 0.876870 0.944050 0.954270 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 1.027400 1.395000 0.172870 -0.444050 -0.025072 -0.379540 0.468270 -0.392860 -0.379540 -0.343660 -0.376280 -0.376280 -0.365330 -0.365330 -0.117040 -0.483340 -0.136260 -0.945760 -0.109460 -0.133550 -0.043092 0.089706 0.029466 -0.385150 -0.139870 -0.134710 -0.173730 0.005970 -0.138090 -0.138710 -0.353270 -0.142840 -0.298630 -0.298630 0.457860 0.407440 -0.357830 0.617520 0.668170 -0.179170 -0.166630 -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 0.236 0.236 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 0.540 0.680 -0.326 -0.326 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 0.236 0.236 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 0.540 0.680 -0.326 -0.326 NA 6.2293572 11.5958098 13.7461156 10.6062114 10.9617397 11.9064193 6.8497679 11.9433976 6.3130154 0.1632411 2.9706144 6.7331238 9.4601841 9.8125241 14.1536378 4.4604608 11.4064419 9.6390013 8.7140147 7.8071243 11.9064193 4.1632652 9.6591229 4.2507342 8.5675580 5.1632693 8.8843671 6.3221301 5.2507305 1.7482465 4.6868310 7.4300544 7.8356930 7.9961577 10.0550516 7.8286037 1.1632411 3.6226961 0.1632411 3.9706236 9.5726589 9.2185504 8.6789677 11.0001073 8.2717921 12.1956581 10.7779778 6.7024262 9.1547898 4.8071230 8.8286040 5.4721531 10.7168972 9.7631808 9.2951249 15.2446790 3.7482251 3.4851949 8.3281749 9.2374093 11.7264642 10.5999795 0.1632411 10.1980668 11.0984330 12.4538571 9.5469722 8.2400834 7.7853197 11.4795494 8.1700708 10.5884838 10.6051746 10.4567395 11.5630799 9.4761508 9.4761508 9.2925510 10.7425839 10.4975412 10.0671498 11.8958594 6.8775136 6.4486697 9.8445063 0.1632411 1.1632411 7.9114609 9.7004864 10.7971713 8.9738397 9.1800762 10.0274540 10.4567395 6.2293572 1.1632411 1.7482465 9.2572400 6.1405476 9.4806806 9.0880804 4.7482304 10.7004864 9.4647640 6.8911883 14.3819068 11.2103918 9.3992822 7.1519521 8.2507309 11.6660997 3.6226961 NA 4.1632652 9.8995346 8.1174644 9.0181362 9.8843671 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 & neck squamous cell carcinoma 10 NA 0 white not hispanic or latino 2 5 NA NA 3 4 3 3 3 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 1 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.733889e-06 7.975891e-07 51.3157894736842 13.1578947368421 0 18.4210526315789 17.1052631578947 7.5850760 NA 11.0331042 1.1350751 1.3276874 10.8473241 9.6569236 6.1350423 8.5113233 15.6711281 8.7005528 7.0792320 10.0307262 0.6496614 9.1949666 10.3451922 5.6434724 2.9715528 11.9568167 9.6669811 0.9126499 3.6852450 8.4837710 5.7200048 11.4678785 NA 10.4476016 10.7578790 11.0084868 3.3834002 2.3276874 8.7723403 NA 10.3167274 7.5589089 9.1620640 11.0894468 7.3500561 5.1090471 9.9934679 2.0281448 -0.6723126 11.8236677 8.6686507 1.3276874 12.0441858 6.2525008 12.6967398 6.5125635 NA 0.9126499 3.4976124 1.3276874 15.0722554 15.3062459 13.0095011 10.2661647 12.4541503 -1.6720827 -1.6720827 3.1350423 9.9112408 8.9022813 11.5650472 10.6572039 0.8234233 15.4833559 18.7285214 12.6406416 -0.0872735 -1.6720827 1.7871399 11.5138020 NA 6.9965729 3.4976124 11.0519885 10.7226863 10.4994902 14.7171175 9.9805328 9.6371641 7.3720824 10.0859110 -1.6720827 9.7476480 14.0742714 9.0445072 12.8555313 11.4085053 -1.6720827 8.8512496 11.5295054 8.6797313 NA NA 7.9218820 6.5026138 7.7973295 9.4837708 11.7650498 10.2277999 4.7871190 -0.6723126 8.3897341 NA 8.8334992 8.1478668 12.5473857 11.0457926 10.0117262 9.5340918 NA 1.3276874 13.4565682 9.5809444 10.9972373 6.3049673 10.8246514 9.9383897 7.5637019 9.7695946 4.3500587 2.5756270 11.5281267 8.3775363 11.4980824 10.2038210 8.8937417 11.2610097 2.1350423 9.8322934 8.7518540 -0.6723126 10.7202736 -0.6723126 0.0060628 0.0096813 2.1679000 -0.0236110 -0.0236110 0.0073146 0.0073146 0.0680440 0.0680440 0.0311080 0.0043949 0.0043949 0.0361820 0.0476470 -0.0001847 0.7024500 0.0049507 0.0142840 -0.1241200 0.1576600 -0.6920000 -0.7559300 0.7592300 -0.0025398 0.0154010 0.0154010 -0.0571600 -0.0575640 -0.7506600 0.2263300 0.0912520 0.0096813 0.0096813 -0.0226520 -0.0012933 -0.0086225 0.0167980 -0.0212260 0.0046728 -0.7298800 -0.7177600 -0.7177600 0.0174970 -0.0236110 -0.0236110 -0.0489280 0.0100990 0.0680440 0.0089850 0.0311080 -0.0001847 -0.0001847 -0.7434500 -0.1351400 -0.7296100 0.0049507 -0.7466800 0.1576600 0.0264670 -0.6920000 -0.0299030 -0.7784000 0.0124690 -0.0743220 -0.0743220 -0.0025398 0.4993700 0.0154010 -0.0241590 -0.0241590 -0.7646100 -0.0575640 -0.0575640 -0.0575640 -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 0.147 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 0.702 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 0.147 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 0.702 0.000 0.000 NA 6.5420073 10.9963512 11.8323827 10.8639350 10.5386635 10.5900763 3.8512493 10.5453426 5.3163739 6.8433872 4.7871190 8.3333124 10.5340918 10.6717063 14.8816620 3.7034219 11.3732769 8.7005528 8.1828209 7.3305028 10.5900763 0.3276874 9.9446961 3.6130955 9.7142294 5.9858988 8.8547054 8.2704224 2.1350423 0.3276874 6.6360271 6.0211754 7.3389155 9.4230848 10.3545571 8.6951026 1.4976379 4.1605814 NA 9.274594 8.045364 10.657170 12.523060 10.601483 9.483771 10.476164 9.695103 8.362487 10.531036 7.492595 11.258979 4.539091 14.074271 10.416476 10.763098 11.982309 12.574651 4.028127 10.533176 11.5544010 11.8027879 10.2694691 0.9126499 10.9574997 11.1770929 15.9951718 10.3056832 9.8512498 9.3375164 13.0073878 10.1593435 8.1237272 10.4378449 9.6852399 11.9568167 10.8377102 10.3700312 9.1833349 11.8236677 12.0441858 10.4453309 10.2661647 5.8195405 6.3720815 12.6406416 5.3611121 0.6496614 9.7804438 10.0942167 12.8555313 11.4085053 10.4482497 11.5295054 11.8211680 8.0504952 4.0001172 NA 9.3473689 9.8249309 12.0247640 8.9867918 1.3276874 8.8334992 11.6181387 9.5340918 11.0842442 9.9276007 9.8615041 8.9769441 8.1763108 10.1806074 2.3276874 -1.6720827 6.4204453 9.4675909 10.1281833 9.7328293 12.1113000 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 & neck squamous cell carcinoma 25 NA NA white not hispanic or latino 3 3 NA NA 1 3 1 2 2 2 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 7 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 7 1 0 0 0 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 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 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 7 1 0 0 0 0 4 0 4 0 0 1 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 1.081947e-05 3.60649e-06 13.0952380952381 68.8095238095238 3.33333333333333 10.4761904761905 4.28571428571429 9.3091205 -0.3329708 10.5565726 2.8369946 6.2964262 10.3145272 2.4744360 5.7545321 8.5466518 15.3768795 6.5859315 8.4744235 8.0593861 NA 9.9651313 9.3055046 5.2216567 2.2520220 4.4219571 7.9006881 2.2520220 -0.3329708 10.1778329 4.5250478 11.0679482 6.5125588 10.2641902 10.1016970 10.5724557 NA 2.9889936 9.5667126 NA 13.9264442 8.4085357 9.8078984 11.1925895 8.2216577 5.5250509 10.6314095 0.6670292 NA 13.5870493 9.0572377 0.6670292 12.1084567 7.8820194 11.9072638 5.7114619 NA NA 1.6670746 1.6670746 15.6805000 16.1077830 12.3922219 11.3727011 12.6709379 NA NA 2.8369946 11.5289310 8.8862374 11.0668806 9.6600069 4.2526352 18.9025267 19.7087212 10.9144028 NA 2.2520220 NA 11.6396896 NA 7.0421080 4.5739622 11.3078739 10.7551944 10.4936172 15.5336956 9.4711997 -0.3329708 2.4744360 11.3949891 -0.3329708 9.6894365 11.6112573 9.0268183 11.2743990 11.5799580 NA 8.4451457 10.7398712 7.5679355 NA 0.6670292 6.5878390 5.0246211 4.5250478 8.4582315 10.0046906 11.3911561 NA 4.1906307 4.4219571 -0.3329708 11.1713911 7.8716398 13.5239805 11.6357355 10.5575154 10.6154359 NA 4.1265021 13.5286403 7.5978060 11.3583760 7.8813881 10.4215220 9.6044719 10.1896503 11.4119025 2.4744360 1.2520523 9.4983759 8.8040597 10.0035753 9.1448270 9.7808109 12.2016148 2.4744360 9.2237471 9.4566023 0.6670292 11.6880486 NA 0.00402430 0.00248380 -0.01216200 -0.01188700 -0.01188700 -0.00138580 -0.00138580 1.21990000 -0.01119800 -0.02219500 1.14270000 1.14840000 0.04996600 0.04755200 0.01502800 0.01502800 -0.00170410 -0.01009400 -0.00635060 0.00069327 -0.01986300 -0.02890100 0.00791750 0.01922300 0.44314000 0.41145000 0.01195800 0.06379500 0.01740400 0.00000000 -0.02972100 -0.00709650 -0.00709650 0.00485790 -0.01162600 -0.01162600 -0.02191400 -0.05193000 -0.01436600 -0.01436600 -0.01436600 -0.01436600 -0.01958900 -0.01188700 -0.01188700 -0.01188700 -0.00484610 -0.00843850 -0.01364900 -0.05158600 -1.19250000 0.01502800 -0.00816240 -0.00816240 -0.00097017 -0.00263220 -0.01009400 0.00069327 -0.01849000 -0.01986300 -0.01188700 0.02146300 0.00291330 0.00152550 0.00152550 0.01922300 0.01922300 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 1.128 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 0.000 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 1.128 0.000 0.000 0.000 0.000 NA 6.6557540 10.5985449 11.4148421 11.7165769 10.6168954 11.7442182 1.2520523 11.5019347 7.0069185 NA -0.3329708 7.7331577 7.9524710 10.0700807 13.7805667 3.3417581 11.0753985 9.1945456 9.1429438 7.0507727 11.7442182 1.2520523 10.7670739 3.4744231 9.0856804 7.5618867 9.7331579 7.9509443 4.9149950 1.2520523 6.9143313 6.4352535 9.1079379 10.1100123 9.9570875 7.0157964 2.4744360 NA NA 6.689436 11.541666 12.013236 9.048612 11.422791 9.509419 10.257656 11.533188 9.160924 10.774286 6.435254 10.716917 5.500464 11.611257 8.945518 10.291864 12.957466 7.895887 3.474423 9.823152 10.8734726 11.7879545 10.4236250 0.6670292 11.4207033 11.2665167 14.4390708 9.8344869 9.1265003 8.6443488 12.1874418 8.3472524 8.0764597 10.2548463 8.5918813 4.4219571 10.4824520 8.9524710 5.7114619 13.5870493 12.1084567 10.5933647 11.3727011 6.4999591 5.3675074 10.9144028 NA 0.6670292 8.7331581 7.5312551 11.2743990 11.5799580 10.6190819 10.7398712 11.3000639 9.3018798 2.9889936 NA 10.8099799 8.5466518 10.6529107 4.4219571 3.6670633 11.1713911 11.0604592 10.6154359 12.4026247 10.2863717 9.7611465 9.1326352 6.8862367 10.9861763 2.2520220 NA 0.6670292 9.6339346 9.8850264 9.7169172 10.2623262 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 & neck squamous cell carcinoma 20 NA 4 black or african american not hispanic or latino 1 4 NA NA 1 3 1 2 1 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 4 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 4 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 6 1 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 4 0 0 0 7 0 0 0 1 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 5 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 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 5 0 0 0 6 1.050737e-05 3.121001e-06 13.0864197530864 57.5308641975309 4.19753086419753 14.0740740740741 11.1111111111111 10.0588937 NA 11.0966213 5.1885275 5.3095437 10.9994219 3.6739521 7.1749397 9.0402779 15.7544878 6.9907223 8.8047102 8.9164495 NA 9.2097867 8.9178097 6.4208057 5.9855414 4.9751257 10.0717832 3.0365209 0.8666311 11.1094772 6.1520029 11.2153290 8.0440203 10.0352730 10.5509111 10.5949466 1.1885275 4.7734900 8.7801487 4.5945187 13.6257609 8.5425579 9.7284632 10.5592164 9.2153291 8.3504168 10.7435015 5.0365253 NA 11.5728810 9.1121535 0.8666311 11.0915070 3.7935526 10.6122752 6.5460811 1.8665915 2.1885275 6.7553443 3.0365209 15.2469919 16.6061099 12.7396604 11.0321360 12.5629164 -1.1335272 -0.1333689 3.6214893 10.5966464 8.7614186 10.4632566 10.0315078 1.8665915 16.3329642 17.3364136 11.1888107 4.0760545 1.4515408 2.4515672 11.0632030 6.2844531 7.9698890 5.5248128 10.2952123 10.9747986 10.6622347 14.8766481 10.0918084 7.4211896 7.2717422 11.7398527 -1.1335272 9.1403965 11.6096470 9.2208504 11.9298274 10.8595392 4.8438784 8.7183500 11.0333916 8.9164495 -0.1333689 NA 7.8570734 5.4665129 4.6739577 9.6955307 9.7050170 10.7761190 3.4515672 -1.1335272 7.1794842 NA 10.5889815 7.8750293 12.9519903 10.3193569 9.3748908 10.0118962 NA 3.5104556 13.1050056 9.2175400 11.6084891 7.6771728 9.9798156 9.7643027 9.2980985 10.4748557 2.6739634 3.2589108 9.2791706 8.7764939 10.9065481 9.7477148 9.8331064 11.0153952 3.5670465 9.1397902 9.2329231 NA 10.9065481 2.6739634 -0.00415460 0.35072000 1.07950000 0.31001000 -0.01615400 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 0.35830000 0.22854000 0.01123600 -0.31757000 0.17981000 -0.10118000 -0.10118000 -0.09022900 -0.34813000 -0.33687000 -0.36612000 -0.31926000 -0.35715000 -0.00055444 -0.31774000 -0.31774000 -0.32391000 -0.31751000 -0.31625000 -0.00443120 -0.00802440 -0.31552000 -0.34767000 -0.34733000 -1.00800000 0.01159100 -0.39141000 -0.33583000 0.01241600 0.00138680 -0.60274000 -0.37887000 -1.01980000 -0.30357000 0.02020300 0.05248600 -0.31949000 0.01042400 0.01042400 0.00000000 -0.00193990 -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 -0.320 -0.320 -0.166 -0.166 0.000 0.000 0.067 0.358 0.000 -0.343 0.000 0.000 -0.346 1.001 -0.324 -0.324 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 -0.320 -0.320 -0.166 -0.166 0.000 0.000 0.067 0.358 0.000 -0.343 0.000 0.000 -0.346 1.001 -0.324 -0.324 0.000 0.000 0.000 0.000 0.000 0.000 0.032 0.371 -0.304 0.000 -0.346 0.187 NA 6.621488 10.940408 11.127226 10.912019 10.601311 10.889662 1.451541 11.400417 8.346381 1.866592 4.866601 8.342334 9.511359 10.718350 12.787884 3.408236 11.175224 7.174940 8.905780 7.897268 10.889662 1.866592 10.747332 4.152005 8.757625 6.405759 9.570478 8.828629 3.995882 3.036521 6.267053 6.580846 8.570504 10.011896 9.656135 8.806180 2.188528 3.036521 0.4515408 6.2589184 11.2247026 11.0058068 9.4221487 10.7480972 11.1438883 11.2714763 11.1646634 8.1427254 11.1797674 8.3504168 10.3152335 6.0731261 11.6096470 8.4459166 10.9855419 13.0111062 9.0099842 NA 12.0822856 10.7477148 12.0847100 12.5520067 2.0365385 11.6446780 11.2285447 13.8050764 9.2621350 8.4173475 9.7854641 11.7265238 9.3520278 9.2219520 10.7454182 9.8273268 4.9751257 11.1879653 8.9894288 9.3229552 11.5728810 11.0915070 10.4576556 11.0321360 6.4515639 7.8609541 11.1888107 2.3260195 1.1885275 9.1646634 9.7644463 11.9298274 10.8595392 10.7315608 11.0333916 11.3069510 8.1520029 NA 5.9540637 9.3986646 7.7071582 10.1525810 8.4904823 5.4813119 10.5889815 11.6475507 10.0118962 12.1486757 10.9212052 9.7965989 9.6891718 8.3178119 10.6561345 0.4515408 3.7015158 4.7492446 10.0743961 9.2632056 9.3311467 10.9500802 8.2197479 10.3911426 5.3260339 TCGA-T3-A92N 79 1 95 NA head and neck stage iva t2 n2c mx male 2013 NA no head & neck squamous cell carcinoma 50 1963 6 black or african american not hispanic or latino 4 4 NA NA 1 2 3 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 4 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 3.650316e-06 1.421115e-06 22.8723404255319 32.4468085106383 2.65957446808511 21.8085106382979 20.2127659574468 10.6117112 NA 10.4777648 1.1218774 NA 10.4744585 3.0287459 4.7657204 8.5812947 15.7324556 5.8223019 8.2716106 6.4527799 NA 9.1825592 9.8153502 6.0287548 2.7068178 2.4437923 7.9922280 0.7068178 NA 8.6821961 6.0643785 10.8343902 NA 10.4130339 10.1791781 9.8742438 NA 0.7068178 8.1804234 NA 12.5410334 7.1330908 10.7782881 10.7291936 6.5894684 5.0991437 12.6514158 1.7068178 NA 12.4040829 8.4728025 NA 11.4089984 4.5753789 10.8888062 7.2665214 NA -0.8780563 4.6137143 NA 15.4127461 15.4302848 12.2398309 10.2911619 11.9640171 -0.8780563 NA -0.8780563 11.7402487 8.3933261 10.9496028 9.9983801 0.1645289 16.9618113 18.6586246 10.0466758 NA NA -0.8780563 11.0440760 NA 5.6764508 4.2917877 11.2257510 10.3116878 10.8966503 15.3750829 9.8892201 4.6137143 1.7068178 11.8416798 1.1218774 9.7310420 10.7498530 9.1744314 11.7702208 10.6251921 NA 8.5668779 10.5894688 8.9097659 NA -0.8780563 6.7955605 8.2225254 3.8767527 8.8982963 9.6316382 10.3632506 NA NA 8.1852585 0.1218112 10.7049460 8.3190800 13.2482451 12.0789653 9.5911896 10.7425413 -0.8780563 0.7068178 13.0010635 8.4550185 11.8313779 4.2093286 9.8659570 9.2518289 6.4164834 9.0833128 1.1218774 3.3697875 10.4892780 7.7621083 10.8850756 9.8343903 8.3458647 11.9646064 1.7068178 8.3909900 8.8257669 -0.8780563 10.5975966 1.7068178 0.0269390 -0.4514900 0.4718700 0.0069152 0.0069152 -0.4617600 -0.4617600 0.6533300 0.6533300 0.0239580 0.0239580 0.8830200 0.3087900 0.3186400 -0.0219490 0.7535200 -0.4652800 -0.4685700 0.4413500 0.4162700 -0.1140100 -0.0918430 -0.4679300 0.0248000 -0.4678300 -0.4678300 0.0214350 0.2989600 0.0224160 -0.4981100 -0.2277500 0.4821300 -0.4822700 -0.4588300 -0.4699100 -0.4699100 -0.4999200 -0.4964400 -0.4822000 -0.4822000 -0.4686800 -0.4686800 -0.4664500 0.0159780 0.0159780 0.0133240 -0.4617600 0.6533300 0.7265600 -0.9784400 -1.2929000 -0.0219490 -0.9818300 0.0088636 0.0221820 -0.4739600 -0.4764600 0.4122500 -0.1140100 -0.1140100 0.4723400 0.0283120 -0.4785200 -1.0475000 -0.1447900 -0.4711200 0.0248000 -0.4708000 -0.4444600 -0.0148070 -0.4724900 -0.6177900 -0.0436290 0.2856100 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 NA 6.2511453 11.0125075 11.6370703 11.7035346 11.0492709 11.3641442 2.2917803 10.5838542 6.8083632 0.7068178 3.2093286 6.1771464 8.9468221 10.8114245 14.3406913 2.7342219 11.0410990 8.5098807 8.9507297 6.1986788 11.3641442 0.7068178 10.3067385 3.2917951 8.0239971 5.6917184 11.4150474 9.0023498 1.1218774 NA 6.5218893 6.3215349 8.7747083 9.5280682 9.9162791 7.9484116 1.4437658 1.1218774 NA 7.680284 12.377039 11.629638 10.082589 11.078239 7.127488 14.053654 11.775380 8.806612 10.630153 8.130292 10.812298 5.694298 10.749853 9.086204 9.564807 14.025351 9.370977 2.581303 9.691719 10.0540780 12.1437107 10.2013480 0.1218112 11.1679641 10.5858984 14.5137771 8.9130261 9.3554828 8.1358837 12.6717682 8.9987946 7.7836413 10.3190799 10.6759724 2.4437923 10.2690681 9.9657843 6.3506811 12.4040829 11.4089984 10.2741481 10.2911619 7.1442310 5.0045059 10.0466758 NA 0.7068178 9.6006329 9.6503174 11.7702208 10.6251921 10.3367894 10.5894688 10.7951723 8.2329988 5.5481283 7.4164843 9.3714389 8.7585424 9.6217090 6.5481283 4.6764536 10.7049460 11.2501798 10.7425413 13.1807006 11.0006805 10.0287538 9.2804729 7.1162171 10.0673070 0.7068178 NA 6.0166813 10.4473149 8.9906857 9.4794153 10.9891420 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 & neck squamous cell carcinoma 16 1980 2 white not hispanic or latino 4 5 NA NA 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.8726e-06 4.508112e-07 47.7611940298507 14.9253731343284 1.49253731343284 23.8805970149254 11.9402985074627 8.0934894 1.8791568 10.0603226 0.8791568 3.0490905 11.5564495 4.3386027 6.4641324 8.8128611 15.0709236 6.7371513 9.1668826 7.9506329 NA 7.3303818 11.2295571 5.1270967 1.8791568 12.7858731 9.6670729 4.4027290 4.6865229 8.5621649 4.6865229 10.0812942 2.2011006 10.8966747 10.1211535 10.3599606 -0.1207648 3.6865229 7.5256210 -0.1207648 11.1133890 7.5445063 10.6580688 8.8507138 6.8449543 5.4337607 8.7739881 6.8449543 -0.1207648 10.5639190 8.5691683 1.8791568 9.1389135 0.9902288 9.8521501 7.3629862 2.4641455 0.8791568 5.9452589 2.8791764 14.8306372 15.4726767 13.1472737 12.0084533 12.1628375 NA 0.8791568 1.4641455 9.5761379 7.8391723 11.8517912 8.5691683 3.4641324 14.8771436 14.4169347 11.2055998 NA 2.2011006 1.4641455 10.2278984 -0.1207648 7.7618132 3.9666335 9.8803532 10.3948702 11.2885613 13.2643587 8.2628747 0.8791568 8.7340386 12.8481970 NA 10.3210770 11.2112069 7.4337590 12.3655026 10.0640456 1.8791568 9.5157950 9.9344528 9.0788428 -0.1207648 NA 9.4142123 6.1270988 3.6865229 6.9015379 8.4490260 12.5239279 3.0490905 NA 9.9666332 0.8791568 10.1199616 6.4938795 12.6863240 10.0365172 7.4596931 9.5230265 NA 4.0490992 13.2177675 7.3467761 11.9259533 6.5515960 9.7830522 8.6758590 4.1270967 8.6104893 2.4641455 0.8791568 11.7537675 8.2010986 10.9646428 10.0714632 8.6605301 10.9499621 4.7860631 8.8362723 8.5968468 NA 8.0739273 NA 0.6330000 0.0155870 3.6569000 1.1716000 1.2707000 -0.0092666 -0.0092666 -0.0460410 -0.0460410 2.4454000 2.4454000 2.4466000 2.5074000 2.4064000 2.4134000 1.2400000 -0.0674380 -0.0442800 0.6819800 0.6819800 -0.0041546 -0.0139130 -0.0399370 0.0060999 -0.0600760 -0.0600760 1.8766000 0.3393900 -0.0247980 -0.0247980 -0.0247980 0.6560800 0.0155870 0.0155870 0.6682600 -0.0271240 -0.0271240 -0.0271240 0.0027745 -0.0733430 0.0058309 0.0058309 -0.0663860 -0.0143660 -0.0143660 -0.0198630 -0.0346240 -0.0460410 -0.0460410 2.2027000 2.4064000 1.2468000 0.6226000 0.6226000 0.6606900 -0.0338140 -0.0212350 0.6819800 -0.0389190 -0.0041546 0.6657200 0.6766000 -0.0399370 -0.0884030 -0.0884030 -0.0278080 0.0060999 -0.0600760 0.6969000 0.6010600 0.5448800 0.3759400 0.3751200 0.3393900 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 1.172 0.000 0.000 0.000 0.000 0.000 2.445 1.322 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 1.172 0.000 0.000 0.000 0.000 0.000 2.445 1.322 1.247 1.247 0.339 0.339 NA 5.8564504 10.6857200 13.6534426 11.2184636 10.8931908 10.7316999 2.2011006 11.9709363 6.3869644 2.2011006 6.8791703 7.6340581 10.1211535 10.4385475 12.3041239 3.7696131 10.6638052 9.1829510 9.1411712 9.7152207 10.7316999 NA 9.6423826 6.2542104 8.2885611 7.0590794 8.4598812 7.2083836 3.5796146 5.2367222 4.3386027 8.2323173 7.3386018 9.5656709 10.0135967 7.9613195 -0.1207648 3.6865229 -0.1207648 4.0490992 8.6307145 6.7120606 8.2100873 10.7800372 13.0061974 11.1564577 9.3948702 7.4183291 9.8889989 5.5515960 10.8728164 4.0224033 11.2112069 12.2536665 9.2323171 14.7312311 13.9502136 3.7860631 10.8158083 10.3498292 11.9811460 11.0200001 2.4641455 10.2938556 11.1726420 14.2772433 9.1714921 9.5865295 7.8039825 12.7340387 9.5073243 9.9811460 10.4086008 10.8024978 12.7858731 8.9850788 10.8671449 10.4461757 10.5639190 9.1389135 9.1943198 12.0084533 5.6340588 8.7890634 11.2055998 2.2011006 2.4641455 7.8216847 10.6678887 12.3655026 10.0640456 9.6881345 9.9344528 10.4901951 5.3054343 2.4641455 -0.1207648 9.3470409 7.7155996 9.1294688 10.0565899 3.3385956 10.1199616 10.0640456 9.5230265 13.7854033 10.8514322 9.7815454 7.7371513 9.4125000 11.1318357 5.8333658 2.4641455 8.4337590 10.6330389 8.9559861 8.0788425 11.3447368 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 & neck squamous cell carcinoma NA NA 4 white not hispanic or latino 1 6 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 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 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 3.467779e-06 1.040334e-06 15.6716417910448 47.0149253731343 2.23880597014925 24.6268656716418 10.4477611940298 8.2095884 NA 10.6687278 -0.6009930 0.9839695 10.1132621 8.5385680 5.8084082 8.7718816 15.6874683 7.2255651 8.1063761 8.0210682 0.9839695 9.3590186 9.8378086 5.5467309 4.1539026 5.0137258 8.7697040 0.3990070 -0.6009930 1.3990070 6.8666224 10.5455854 2.5689320 10.3319696 9.9612591 10.8706919 1.3990070 2.3990070 8.8606394 NA 14.1924168 7.9420488 10.1328795 10.6569938 8.4130372 4.5689441 12.8830843 5.4213849 0.9839695 10.5121077 8.8706918 2.7209351 13.7000841 10.6362386 11.7471915 7.1605683 NA NA 4.8908698 0.9839695 14.8136005 14.5340490 12.5906928 11.5221681 12.5303914 NA NA 3.4864827 10.9102752 8.9186531 11.2659092 9.7152983 0.4205094 17.4529055 19.1608325 9.9352639 0.3990070 0.9839695 1.9839695 11.6063361 NA 7.2998839 5.9068112 10.7775825 10.6475373 10.7288130 15.0319835 9.3503014 6.6564048 4.3059049 11.6106008 1.3990070 10.4704790 12.5757867 8.6564045 10.6763041 11.5730061 NA 8.5689419 10.7203811 3.8584486 0.3990070 -0.6009930 6.9480693 5.3762973 6.8084082 8.7410914 10.4576850 11.7579426 4.8252819 3.8584486 7.0643526 NA 10.3834352 8.3734311 13.4919390 12.0800354 10.0793234 10.8455831 NA 5.0994551 13.3339975 8.6774663 11.0714420 8.4917737 9.6249833 9.6017895 9.7945509 9.9583938 4.5689441 1.9839695 9.5973636 8.5689419 11.4586991 9.0872671 9.0392615 11.5366483 3.7913348 9.2997477 8.3178797 0.9839695 11.3047797 0.3990070 0.0213230 -0.0117490 0.2077900 0.0404680 0.0404680 0.3165900 -0.0932710 0.4578600 -0.0278080 0.5058500 0.2185200 0.4006100 -0.0076101 -0.0076101 1.1031000 -0.0186220 -0.1089300 0.0091705 0.0497310 0.0497310 0.3009000 0.2039600 0.3861800 -0.0329270 -0.2293200 -0.2293200 0.3419300 0.4777000 -0.0484780 0.0628860 0.2097800 0.0213230 -0.0117490 -0.0117490 -0.2314100 -0.2314100 -0.2277300 -0.4698200 0.3265600 -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 0.0384890 -0.0239550 -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 0.457 0.457 -0.023 0.219 0.000 0.000 0.280 0.493 -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 0.457 0.457 -0.023 0.219 0.000 0.000 0.280 0.493 -0.6009930 7.4158246 10.5023045 11.6666812 12.0654626 10.4025346 11.0634640 0.9839695 11.5340846 4.3990138 0.3990070 4.0994551 7.2507655 9.6469442 10.5443120 14.8605601 4.2006927 12.0953322 9.2554422 8.6942806 6.1934327 11.0634640 1.9839695 10.2908004 4.7565697 9.1307260 5.5075410 9.6563927 7.8106545 4.4434077 11.9526460 6.6736511 7.0283736 7.6421904 8.2908004 10.2569976 7.5179575 2.5689320 2.2063619 -0.600993 4.684420 10.873737 11.384140 11.946152 12.007734 7.533443 11.481831 11.283187 8.497049 10.683262 6.983980 10.931860 5.689405 12.575787 9.073209 10.033828 13.793641 10.242153 2.720935 10.353940 11.662873 12.048048 12.150352 1.399007 11.165960 10.940597 15.261530 9.418607 8.123531 8.563923 12.080035 9.717198 8.784879 10.438621 9.263203 5.013726 11.100323 9.066128 8.736639 10.512108 13.700084 10.227153 11.522168 5.486479 7.140483 9.935264 2.206362 NA 8.630238 8.789186 10.676304 11.573006 10.530231 10.720381 11.140062 8.467795 NA NA 9.952147 8.311906 10.293076 8.157240 3.305912 10.383435 11.304028 10.845583 12.680077 10.795622 10.399721 8.370560 7.558888 10.611513 4.443408 -0.600993 9.623018 8.796413 9.774056 9.902842 11.127788 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 & neck squamous cell carcinoma 10 1993 3 white not hispanic or latino 3 5 NA NA 3 4 3 3 3 3 6 0 0 0 0 4 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 4 0 0 0 0 4 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 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 4 0 0 0 0 0 4 0 0 0 0 0 0 0 7 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 1 0 0 0 0 0 0 4 0 0 0 4 0 0 7 1 0 4 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 4 0 0 4 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 4 0 1 0 0 4 0 7 4 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 1.799777e-05 6.90088e-06 13.8964577656676 74.1144414168937 2.58855585831063 6.53950953678474 2.86103542234332 9.49109669 NA 10.63869646 -0.97143085 -0.97143085 10.87917198 4.45486022 7.70807478 8.01727890 16.48988998 6.15787642 9.00444240 8.51241021 NA 9.43586212 9.32894706 4.80995458 5.65795149 12.90511134 7.99149067 2.02860451 -0.97143085 4.45486022 8.25741330 10.75906451 0.02856915 10.70851429 10.22273562 10.78097505 1.35049725 2.02860451 8.11905109 NA 12.81670095 7.60979485 9.56567695 9.67605280 7.84557786 4.67244797 11.38916716 0.61353165 NA 10.52594729 8.34600704 4.48802649 12.24867038 1.02856915 11.66974299 4.70102223 NA -0.97143085 3.19852558 1.61357880 15.34796664 16.01565474 13.05598209 11.49032960 11.78034767 NA -0.97143085 0.61353165 11.03351709 8.31861330 12.72545328 9.27652202 7.11122228 15.74485120 18.59484544 12.39053818 0.02856915 -0.97143085 1.02856915 10.81282028 0.61353165 7.44644731 4.93548332 9.83458008 10.16430371 11.00551648 14.26834208 8.88812921 2.61355523 2.19852558 11.21222977 -0.97143085 9.94148372 12.53353502 10.13777208 10.68009461 10.36565875 0.02856915 9.03842301 10.97550065 7.10005675 -0.97143085 -0.97143085 10.07230521 3.02858683 5.19851773 8.23804784 9.22581115 11.81159261 2.61355523 -0.97143085 8.03421902 NA 11.20912519 7.07298899 13.12448587 11.79139165 8.45699625 9.52345003 -0.97143085 2.93547861 13.42339201 7.69747916 11.29333019 5.15787642 10.62804239 8.99015985 5.13711821 9.05650035 1.02856915 -0.97143085 11.05857173 8.73249783 10.82706621 9.85116529 8.75140179 12.43213907 3.11606527 8.37066910 7.94148372 -0.97143085 12.58964363 1.02856915 0.00291330 0.00291330 0.45973000 0.00041593 0.00041593 0.00263570 0.00263570 0.00263570 0.00263570 0.00000000 0.00000000 0.00263570 2.91260000 0.87827000 -0.00581400 -0.00581400 -0.00885260 -0.00885260 -0.00221680 -0.00221680 -0.44843000 -0.44843000 -0.00719580 -0.02054900 0.00416320 0.00416320 -0.01986300 -0.02013800 -0.01251300 0.00235810 0.00235810 0.00291330 0.00291330 0.00291330 -0.01394500 -0.01394500 -0.01394500 0.00097064 -0.00318590 -0.00318590 0.00777830 0.00777830 0.00777830 0.00041593 0.00041593 0.00041593 0.00263570 0.00263570 -0.48092000 0.00000000 -0.00581400 -0.00581400 -0.00830050 -0.00830050 -0.00263220 -0.00885260 -0.46440000 -0.00221680 -0.46460000 -0.44843000 0.56739000 -0.01670400 -0.00719580 -0.01216200 -0.04691900 -0.02054900 -0.02054900 0.44426000 0.39396000 -0.03438400 0.45343000 -0.02013800 -0.02013800 -0.02013800 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 0.02856915 6.68680584 10.85514287 12.97960584 11.17834155 11.00049718 11.35698884 2.93547861 12.26026562 5.07298899 2.19852558 5.45486022 7.30005781 9.58222367 10.46061429 15.21377957 5.19068202 11.70631405 7.35502420 8.93883240 10.15529893 11.35698884 1.02856915 9.11738259 6.08387711 9.58349972 6.26699825 7.76992642 6.51828176 1.35049725 3.11606527 4.13837216 7.78013815 8.24291351 10.29947375 11.04226601 7.90203860 1.02856915 3.55215571 NA 8.011588 8.022948 8.637736 10.274741 11.023655 7.929461 10.868192 9.487001 10.365101 9.985696 7.661589 10.597026 5.135654 12.533535 9.657951 9.622919 14.182192 9.449607 4.386149 9.537380 10.42305707 11.99618093 12.72719056 1.02856915 10.62291901 11.46009200 14.82531619 7.65795077 8.52444925 8.10540989 13.34140646 8.19302359 9.54034699 10.89006907 10.95192191 12.90511134 9.55509371 9.54232190 9.45276076 10.52594729 12.24867038 8.98569652 11.49032960 6.41229885 7.89587333 12.39053818 0.61353165 -0.97143085 7.90511138 9.24048273 10.68009461 10.36565875 10.40200338 10.97550065 10.82544523 6.45485858 -0.97143085 0.02856915 9.37104695 9.08793880 9.96007059 10.19663962 2.93547861 11.20912519 10.11340281 9.52345003 13.48090000 11.61871356 10.15787743 8.97987901 7.63222095 11.70146168 6.07298899 1.61357880 11.78139316 11.57961529 9.50128527 7.78348219 11.04887992 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 & neck squamous cell carcinoma 50 1959 0 white NA 1 1 NA NA 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 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 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 5 0 0 0 0 1.941956e-06 5.548446e-07 27.027027027027 8.10810810810811 12.1621621621622 28.3783783783784 24.3243243243243 9.2469660 NA 11.3298277 1.1135672 4.3462265 10.1914508 7.2304307 7.2794787 8.9426552 15.6779784 6.4063479 8.5431830 8.9040782 -1.2082276 9.0312375 8.8469214 5.3766030 4.9001616 9.0431214 8.2551632 -0.2083943 2.9615678 10.4689180 6.4498502 11.1144120 1.3766238 10.7356187 10.3156908 10.5573393 -0.2083943 6.4640638 9.6883269 -0.2083943 14.5352373 9.2984423 9.6803820 10.8053104 8.1113110 6.6558255 12.9512737 2.9615678 NA 10.8949266 10.2969542 1.7916474 12.7076115 8.8703900 11.8105344 7.8387627 -0.2083943 NA 5.7916396 1.1135672 16.0675981 16.0761074 12.1877084 9.8153932 12.6868354 NA NA 4.1491943 10.9897769 9.2934760 11.2472229 9.9445575 2.1135672 17.8315107 19.0178840 10.7955080 NA 1.7916474 1.9615492 11.4708990 -0.2083943 7.6773349 3.8360352 10.8575228 10.4363964 11.0059580 15.7264584 9.6496198 8.0395661 5.5860561 11.2832414 -0.2083943 9.9590569 12.8456495 9.6581451 12.1820765 11.1033872 NA 8.4026638 10.9989582 7.5297312 2.1135672 5.1135672 6.3477613 6.0770400 4.3766030 9.0383794 9.9515101 10.9826980 4.5195608 7.3033917 7.7400060 1.1135672 9.5506948 9.0180510 12.6440708 11.3075850 9.7605648 10.3562647 2.2510828 5.0770421 12.8269534 7.8711235 10.5352110 11.2254850 10.3096231 9.3394973 13.7964737 9.1146937 2.9615678 NA 9.0083846 8.7958591 11.6261099 9.8975474 9.7909343 11.3510159 3.7916370 9.1902650 9.2210455 -1.2082276 10.0982702 1.1135672 -0.0201380 -0.0201380 0.4520700 0.0000000 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 -0.0037395 -0.4520100 -0.4520100 -0.3780400 -0.0178030 0.0030522 0.0030522 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 0.0069435 -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 -0.4641900 0.4452800 -0.0037395 -0.4520100 -0.4520100 -0.0103010 0.8978800 -0.3780400 0.0127950 0.0127950 -0.0178030 -0.0178030 0.0030522 -0.5232800 -0.0290380 0.0132130 -0.0429240 -0.0581430 -0.0645650 -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 NA 7.5263482 10.9154369 11.7356187 10.9053810 10.6402617 10.3676507 1.3766238 11.6383045 7.0954192 0.3766238 2.9615678 7.4816364 10.6535011 10.7164513 14.5866892 3.6540918 12.2975744 9.8209260 8.0474702 7.7774809 10.3676507 2.5989845 10.4938115 5.0010906 8.0147715 6.5989934 10.4737556 7.9005028 6.4426898 11.0380825 8.1154365 6.1579613 8.6355600 9.1568676 9.2031498 6.8305583 2.4920839 3.9209221 NA 6.104521 11.258990 12.531593 11.546318 11.439996 9.937571 10.645728 11.022260 7.242850 10.655438 6.299433 10.285994 4.348679 12.845650 8.658918 10.510172 12.759116 9.348145 1.598984 9.842848 10.9327880 12.9004899 12.3004240 3.1839628 11.7144090 10.2047378 14.7768553 10.5985911 9.9640663 9.0156406 13.0294463 8.5503616 9.1270291 9.7710569 9.3093083 9.0431214 10.4998605 8.0059580 8.6386962 10.8949266 12.7076115 10.5165790 9.8153932 6.4711192 7.8278127 10.7955080 1.5989845 -0.2083943 8.8949266 9.6917508 12.1820765 11.1033872 9.8870358 10.9989582 10.4017408 9.9906977 0.3766238 3.7458397 10.4191590 7.4415059 10.2376882 8.6449483 4.7458343 9.5506948 11.6165975 10.3562647 13.1399520 11.0657257 10.9186659 8.8167782 9.2924806 9.8737878 4.2834922 2.5989845 6.2834922 9.7641592 8.9640665 10.1253533 10.9857800 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 & neck squamous cell carcinoma NA NA 0 NA NA 1 2 NA NA 3 2 3 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.779879e-06 1.075011e-06 26.7605633802817 11.9718309859155 4.22535211267606 31.6901408450704 25.3521126760563 6.59508140 NA 11.00726882 NA 1.89967836 10.32938712 9.69411094 3.52772095 9.44026352 15.63846869 8.51440477 7.82612579 7.06231495 NA 10.44518612 7.99868407 5.65943083 3.19515859 3.19515859 10.10959145 1.44026124 NA 6.85811655 1.89967836 11.42058161 NA 10.47643708 10.46436430 11.50500624 0.02517058 1.24762376 7.95728317 -1.55979192 13.92158992 7.55400552 9.67938456 11.56793545 8.87697516 3.79781195 12.78060042 NA NA 12.33555474 8.56050136 0.02517058 12.28192609 4.15561163 11.76374050 6.41180755 3.48465375 NA 6.75767669 3.19515859 15.31237319 15.40387137 12.32710318 9.44026352 11.96480519 -1.55979192 1.24762376 3.02522374 10.77425740 9.26681207 11.34131889 10.15106996 2.14071323 17.47413273 17.45034351 9.10559951 8.01201605 -0.55979192 -1.55979192 11.96161855 -1.55979192 6.24761806 4.89969286 10.75947836 10.04064097 10.36098849 15.06435923 9.54092581 5.75314720 -1.55979192 10.44799155 0.02517058 9.52108098 13.63279941 9.43461697 10.22162325 10.85917018 1.24762376 8.76106416 10.77537464 6.68819155 NA NA 6.92926788 3.61019215 2.76219997 9.24922773 8.63132259 10.03178583 0.02517058 NA 8.35165527 NA 8.71172650 9.02240554 11.84100953 11.39718410 9.17963918 10.88837979 5.70704985 1.61018033 12.84320891 8.96676268 11.12938787 7.05128835 9.85917026 9.28800204 9.99293253 7.48738746 2.61018033 1.02524146 10.95275704 8.21175302 10.66938266 9.53961133 9.29357304 12.22796202 2.02524146 9.33590682 8.37395396 1.02524146 11.17476144 NA 0.4358100 0.4358100 0.2524100 0.0620800 0.0620800 0.3828700 -0.0388500 -0.4748000 0.4660100 0.1556200 0.1556200 0.1556200 -0.4697200 -0.4697200 -0.4698200 -0.4698200 -0.4629100 0.1958800 -0.0964400 -0.2691000 3.6569000 0.2393800 0.0408920 0.2259200 1.2985000 -0.4439400 -0.3856000 0.3411200 0.0011093 -0.4619300 0.4095500 0.4358100 0.4358100 0.4358100 -0.4746300 -0.4695000 -0.4695000 -0.4695000 0.0101460 0.0101460 -0.2224400 -0.2224400 0.2042700 -0.4571500 -0.4571500 -0.4760700 0.3603500 0.4660100 0.4564900 0.1556200 -1.2929000 -0.4698200 0.0105640 0.2853300 -0.9447400 -0.4629100 -0.2989800 -0.3243700 -0.4809200 -0.6688300 -0.5326600 0.4032700 -0.3134200 -0.1510600 -0.1510600 0.4775300 -0.3074500 -0.4439400 -0.5160900 -0.5041100 0.0098669 -0.5934100 -0.5934100 0.3411200 0.000 0.000 -0.433 -0.433 0.000 0.000 0.311 0.000 0.000 -0.151 -0.151 0.474 0.000 1.240 0.796 -0.504 -0.504 0.497 0.497 -0.318 -0.318 0.000 0.255 0.000 0.436 -0.216 0.254 0.000 0.000 0.000 0.000 0.360 0.212 -0.475 0.466 0.156 0.156 -0.470 -0.470 -0.508 0.341 0.000 0.000 -0.433 -0.433 0.000 0.000 0.311 0.000 0.000 -0.151 -0.151 0.474 0.000 1.240 0.796 -0.504 -0.504 0.497 0.497 -0.318 -0.318 0.000 0.255 0.000 0.436 -0.216 0.254 0.000 0.000 0.000 0.000 0.360 0.212 -0.475 0.466 0.156 0.156 -0.470 -0.470 -0.508 0.341 NA 7.04759401 10.73746639 11.67178469 11.84007544 9.97359320 10.07598153 5.12676228 10.57693428 4.14070505 NA 5.23467758 4.94805880 9.83526202 10.49859355 15.37096617 3.29026219 11.33394420 7.76219133 8.47594253 5.56954578 10.07598153 0.02517058 10.17115815 3.64971892 9.13935003 4.32290879 9.70822052 7.22195149 2.68818036 2.24762376 6.38277791 4.93211788 8.38570712 7.70470600 9.63378882 8.82288754 1.24762376 NA -1.559792 5.874893 11.670734 10.482573 11.619706 12.594211 7.612691 12.731218 11.115559 7.388630 10.839274 5.382778 11.189923 5.075148 13.632799 8.893534 10.320995 12.093050 11.397366 2.247624 10.607682 11.2407590 12.3668374 10.2367087 0.4403144 11.6609441 11.7738382 13.4732541 9.4493922 9.0289782 9.6026549 10.6285432 9.8182493 8.7565450 9.8649547 8.3183146 3.1951586 11.2925979 10.5310375 6.4402629 12.3355547 12.2819261 10.4257497 9.4402635 5.9871571 4.8496541 9.1055995 0.4403144 -1.5597919 9.1976534 7.6881909 10.2216232 10.8591702 10.2508351 10.7753746 11.4716201 9.1135726 4.4846602 0.4403144 9.3321003 7.8555618 9.0034597 6.8065857 4.8496541 8.7117265 10.4296580 10.8883798 11.5912800 11.0659723 10.8027553 8.2826140 7.7508764 9.8120401 -1.5597919 2.0252415 10.0181643 9.4216666 9.7845594 9.7989147 11.5706732 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 & neck squamous cell carcinoma NA NA 9 white NA 2 4 NA NA 4 1 1 1 2 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 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 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 5 0 0 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 0 0 0 0 0 0 0 0 0 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 5.583124e-06 2.219378e-06 13.0434782608696 19.5652173913043 2.60869565217391 37.8260869565217 26.9565217391304 10.5250644 NA 10.7084584 2.6419852 4.1200284 10.5406942 5.7049937 6.1921823 9.0513756 13.7149787 9.3001963 7.2899571 8.3718481 2.7415101 9.1084254 9.6564039 5.8569981 4.5895178 2.7415101 9.0477341 3.1565584 1.1565261 11.2817131 7.4892659 10.9310156 -1.1655315 10.2210313 10.1649866 9.7786097 NA 3.7888214 7.9993862 -1.1655315 13.6345691 9.3334792 10.0231939 11.3908964 7.6516136 7.9664870 10.1055092 3.6419852 0.4195389 11.9952892 7.9945011 NA 12.0332284 7.3030501 11.4082771 7.8289831 -0.1653697 -1.1655315 3.5350700 NA 12.8827761 12.8731100 12.5863559 10.3159248 12.2602392 NA -1.1655315 2.2940472 10.0990725 8.7157438 11.3647923 10.1229192 -1.1655315 18.0618439 17.5060016 9.7534931 NA 1.8346303 3.4784800 12.0940789 -0.1653697 9.5419891 2.4195928 10.8333225 10.5697628 10.2619427 15.9517453 9.3144101 7.9273869 4.4493369 11.6822745 -1.1655315 10.9932396 13.3376431 9.1014163 11.4111142 10.3133995 -1.1655315 8.6516136 10.8776571 8.6832529 -1.1655315 NA 6.7195326 4.9007171 10.4139458 10.1292507 9.0293866 10.7508826 3.5350700 -0.1653697 9.4438086 0.8346303 10.6233482 7.4928410 12.0465182 11.9310156 8.8156263 9.4520973 3.0045553 5.0825578 12.9027363 8.4419602 11.1249368 7.8430586 10.4508341 9.0861123 6.2269477 9.7527478 4.8119077 1.4195928 9.2682154 9.0801825 11.5651000 9.8844784 8.8939743 10.6663329 3.5350700 8.3564071 8.5505917 0.8346303 9.2713414 2.1565584 0.482840 0.436990 2.256900 1.309900 1.309900 -0.061689 -0.061689 0.457510 1.312900 -0.489000 0.427210 0.469980 -0.411020 -0.411020 -0.402960 -0.027856 -0.372000 -0.372000 0.462290 0.841400 -0.119180 -0.053071 0.021744 0.488020 3.656900 0.055088 0.730000 0.564900 -0.438860 -0.838650 0.015866 -0.033132 -0.982730 -0.524300 -0.405950 -0.372780 -0.382130 -0.382130 -0.498400 -0.960130 -0.048748 -0.048748 -0.083200 -0.477860 -0.477860 -0.061896 -0.103140 1.403500 0.746010 -0.539970 -1.292900 -0.402960 -0.230550 -0.230550 0.036935 -0.399300 -0.300280 0.497530 -0.215520 -0.194020 0.465740 0.569340 0.014749 -0.473950 -0.473950 0.016565 0.041458 0.056655 -0.520920 0.810250 -0.460890 -0.074945 -0.074945 -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 0.000 0.000 1.409 0.000 -0.461 1.576 0.535 0.535 -0.406 0.625 -0.336 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 0.000 0.000 1.409 0.000 -0.461 1.576 0.535 0.535 -0.406 0.625 -0.336 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 3.3581852 6.6675203 11.3618625 13.1046331 11.5672213 10.6623695 10.1292507 10.7279314 10.2306995 8.4006839 0.4195389 4.9431524 6.5281165 10.0718399 9.9600434 12.8465559 2.9456639 11.0431691 9.7119140 8.9309892 5.9220932 10.1292507 3.2940619 10.2253363 3.5895118 6.6279409 6.5557287 9.7659658 8.4209632 4.1565584 1.1565261 6.0704516 5.8346303 7.8514380 8.6722577 9.4044855 8.0020482 3.5895118 4.0440793 NA 6.548876 9.861845 10.437765 10.236043 12.817178 9.995132 13.807116 11.579043 7.019505 10.935949 7.958751 11.103172 5.729327 13.337643 9.934635 10.126952 13.765084 12.414299 3.226940 9.428955 10.0281553 12.6371462 11.3040173 0.8346303 10.0446923 10.2593211 13.3726339 9.0070573 9.1258006 8.9154474 11.9194383 9.2341962 8.4585112 10.0670508 10.2739414 2.7415101 10.1423999 10.0330750 5.3737874 11.9952892 12.0332284 10.8036566 10.3159248 6.6094166 2.5350576 9.7534931 6.1292500 -1.1655315 8.6816871 10.6902771 11.4111142 10.3133995 9.6476093 10.8776571 10.6734398 8.8899125 2.7415101 3.2269400 9.5813793 8.2940615 11.4451934 2.7415101 4.2608913 10.6233482 11.4658069 9.4520973 12.3032539 10.4874749 10.4470377 8.8528300 7.8458570 9.7233731 2.0045373 -1.1655315 7.4308197 8.8514383 8.4289543 9.2827463 10.4172423 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 & neck squamous cell carcinoma 30 1970 0 white NA 1 2 NA NA 1 2 1 2 2 3 0 4 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 4 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 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 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 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 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 4 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4.265368e-06 1.907278e-06 19.5530726256983 20.6703910614525 2.23463687150838 32.4022346368715 25.1396648044693 9.0773554 0.1871343 11.5233187 1.9944349 4.0939826 10.1369178 6.0574568 7.4062594 8.6049435 15.3601631 7.3266425 8.0969844 8.6238025 NA 9.2491372 8.2287504 5.5269421 4.5446461 4.3163775 9.7116327 2.1871026 -0.8129924 10.3362030 7.9585806 10.8844931 3.7720546 10.3651335 10.2403382 10.3953255 -0.8129924 1.9944349 8.4911913 -0.8129924 13.3816171 8.7999596 10.3163741 11.1044632 7.2094592 8.0849364 11.4891588 3.4350151 NA 13.0997934 8.8237156 NA 10.8836240 7.0733972 11.0314046 6.0697344 -0.8129924 NA 4.2745524 2.1871026 14.5845943 14.9784000 12.7037761 10.7967316 12.0553349 -0.8129924 NA 3.1870868 9.2094590 8.5901031 11.9478110 9.5707953 1.1762589 17.1488912 16.9268190 10.3682433 NA 1.7720546 0.7720546 12.2934905 NA 7.4538780 5.7262509 9.7731803 10.2712352 10.5996609 15.7861031 9.7368758 7.4632154 3.7106577 10.6577499 -0.8129924 10.9086176 12.6404132 9.6678813 10.8648108 11.1478171 NA 8.8381428 10.3221590 7.6506152 NA NA 7.5113170 5.9419796 5.1643720 8.7223666 9.2598936 11.2194813 0.7720546 1.5090370 5.6789451 -0.8129924 10.5810178 8.5336050 12.7477822 10.5050689 9.0108086 11.0890893 3.3570171 1.1870709 12.9321351 8.5943589 11.1178285 8.4885873 9.4496676 9.4439603 8.2956156 10.4544630 3.8875350 2.1871026 10.3595186 8.2956156 10.9988672 9.4851537 9.1369178 10.9306633 2.5090117 8.8524271 8.5336050 NA 10.1693717 1.9944349 0.0164990 0.1728700 0.5659600 0.5364300 0.5364300 -0.0615550 -0.0615550 0.0253900 0.0253900 0.0762790 0.0762790 0.6091900 -0.5066000 -0.5066000 -0.4930800 -0.0550210 -0.1724600 1.0447000 0.5283600 0.0079175 0.0000000 -0.0463120 -0.0798750 -0.0116110 -0.0407520 2.0011000 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 -0.5025600 0.0546600 0.0546600 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 -0.0150420 -0.0156040 -0.0015243 -0.4786000 0.0502500 -0.0798750 0.0225850 0.0037465 -0.0116110 -0.0116110 -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 -0.445 0.107 -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 -0.445 0.107 NA 5.8735918 10.8040993 11.6724173 11.5098643 10.3582679 10.8223557 NA 12.0725968 5.9419796 -0.8129924 3.4350151 6.6383027 10.2818286 10.7194470 12.9238101 3.7471940 11.6393323 9.0388403 8.2047623 6.7416800 10.8223557 2.3570171 10.4432998 3.5090244 9.2539741 7.3519984 9.1913114 8.2654289 4.2745524 1.7720546 6.1280810 3.8875350 8.7944214 9.7739309 9.6070514 8.0481779 2.1871026 0.7720546 NA 3.941980 10.777210 10.672905 9.561044 11.028262 9.858632 13.344912 10.967221 6.801801 10.588888 6.894450 10.339376 6.590274 12.640413 8.585835 9.858632 13.377473 10.887531 NA 10.095484 10.8810136 12.3084627 12.0674399 -0.8129924 11.0337568 11.5525934 14.8170996 9.6638374 8.8683296 8.7814158 11.7201774 9.6578618 8.7531452 10.6091454 8.8470871 4.3163775 10.4497733 9.0849364 9.4338316 13.0997934 10.8836240 10.2758794 10.7967316 6.8595162 7.6909171 10.3682433 5.0450716 NA 9.2011116 9.3916623 10.8648108 11.1478171 10.9209539 10.3221590 11.2572120 8.5313869 4.8875301 NA 9.6720247 7.3719665 9.4290742 8.7126119 3.7106577 10.5810178 11.5561431 11.0890893 12.7558785 10.6501045 10.0056732 9.0168139 8.5180079 10.6978553 2.1871026 2.1871026 7.1700843 9.0822725 9.6383021 9.5468406 11.0187942 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 & neck squamous cell carcinoma 22 1967 0 white NA 2 2 NA NA 3 2 1 2 2 3 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 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 4 0 0 0 0 0 0 0 4 0 4 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 6 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 6 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 5 0 0 0 5 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 0 0 6 0 0 0 0 1.262271e-05 4.820212e-06 12.573673870334 17.0923379174853 8.64440078585462 40.8644400785855 20.8251473477407 6.3578845 NA 10.4808125 -0.3426344 1.2423891 10.5130925 8.8522021 4.7018373 8.4322324 15.2300567 7.7502025 7.2499023 6.5763090 -0.3426344 9.5867036 9.0774054 5.8273694 2.4647989 7.3013014 8.4123327 1.2423891 -0.3426344 2.2424196 2.9793669 11.5654625 NA 10.4428977 10.4591536 10.2206416 -0.3282537 1.2423891 8.7521036 -0.3426344 13.3044539 7.4453476 9.9907460 11.5169801 9.2994970 3.6574457 11.7925132 1.2423891 NA 12.4830004 9.1209695 1.2423891 12.0628527 11.4515361 12.2211182 8.4583451 NA -0.3426344 6.2424082 0.6574571 14.0774054 13.8993122 12.1824766 9.9101107 12.6021573 NA -0.3426344 2.6574342 9.9300751 9.4664093 11.2587518 10.0486889 -0.3426344 16.3967908 17.1376832 9.3067015 NA NA NA 11.9480401 NA 6.5154255 4.1168804 11.2588168 9.8097300 10.5984929 14.9624026 10.0731871 5.2120323 0.6574571 10.5718304 0.6574571 9.7409245 13.9185118 6.9703280 10.6735571 11.5107548 NA 8.8717645 9.7815666 7.2120343 NA NA 6.9819862 4.9053750 4.8273719 9.6072720 8.5613273 9.9894818 3.1168804 8.4453476 5.7659696 0.6574571 10.2976902 9.5416157 13.1434003 11.7574505 9.0194987 10.4089894 NA -0.3426344 13.7768728 8.2196879 11.4623829 6.4518606 9.5424552 9.3281015 9.1513007 9.3630778 3.3578898 -0.3426344 8.2461601 7.5643355 11.4119152 9.6332932 8.4256297 10.8874657 1.6574571 9.0101949 8.4223167 -0.3426344 12.0615224 1.6574571 0.00513590 0.01894300 0.13362000 0.60359000 0.60359000 -0.00885260 -0.00885260 -0.00678130 -0.00678130 0.00055459 0.05950800 0.20106000 -0.61056000 -0.61056000 2.10650000 0.00013863 -0.61395000 2.30260000 0.01006100 0.01006100 -0.61164000 0.00000000 0.00124810 -0.05361100 0.59045000 -0.60941000 0.18359000 -0.09168400 -0.63206000 -0.42429000 0.17799000 0.00069327 0.01335300 -0.61614000 -0.00664320 0.13362000 0.13362000 0.13362000 -0.03655500 -0.03655500 -0.35225000 -0.00249380 -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 -0.61395000 0.40077000 -0.05469000 -0.61164000 -0.61164000 -0.42647000 -0.44582000 0.00013863 -0.01491600 -0.01491600 -0.05361100 0.00819590 -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 0.172 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 0.172 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 NA 6.6347254 10.6239507 11.5351128 11.5366456 9.7880158 11.0111434 4.6574457 11.2517699 3.9793760 -0.3426344 5.9242329 7.3921551 8.8910649 9.8778235 15.7104590 3.6619434 11.9520660 9.5583120 8.9178945 6.1810071 11.0111434 0.6574571 10.5545344 3.5643416 9.5060681 5.3578862 10.0313871 7.5080071 4.0497614 10.8632385 7.7810495 5.7867270 7.9657843 8.1810071 10.1301361 8.4123327 0.6574571 2.2424196 -0.3426344 4.9793715 10.6517987 11.2582409 11.5896600 12.0713376 7.8373542 11.5021510 11.4986164 7.2940702 10.7106924 8.4420801 11.2268262 3.9121900 13.9185118 7.8021034 10.2712347 12.1104020 11.8832552 1.6574571 10.3227812 10.3734072 11.2666240 10.9861202 0.6574571 10.4792192 9.7581076 14.3030429 6.9972958 9.2994970 9.0941569 12.0497627 9.2816009 8.3751216 9.6418494 9.0561890 7.3013014 10.3768341 9.7462335 8.1209698 12.4830004 12.0628527 10.0763520 9.9101107 6.3716913 6.6574457 9.3067015 2.2424196 NA 8.4156683 7.8273700 10.6735571 11.5107548 10.7989138 9.7815666 10.8522021 9.6714657 4.2424043 -0.3426344 10.3930267 7.8323711 7.5216311 7.8323711 0.6574571 10.2976902 11.8248634 10.4089894 12.0147223 9.7776832 11.0988333 7.8668987 8.1127726 10.4106620 5.0837112 1.2423891 5.1168762 7.5273167 9.6489671 9.4855818 11.1800268 6.7342612 9.7554773 4.4123344 TCGA-UF-A71E 63 1 1504 NA head and neck stage iva t4a n0 m0 male 2010 NA yes head & neck squamous cell carcinoma basaloid type NA NA 0 white NA 2 4 NA NA 3 2 3 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 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 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4.54279e-06 1.941956e-06 27.8947368421053 14.7368421052632 5.26315789473684 29.4736842105263 22.6315789473684 7.9258250 -1.1590736 11.2349434 NA 2.4259695 10.4996745 7.6643840 4.3328726 8.0059237 15.1190850 7.9573609 7.6989977 9.0034080 NA 8.5327603 8.5063528 6.4620425 3.5414529 3.7952163 7.3167504 2.0109588 -1.1590736 8.5604054 6.6483720 11.3975228 -1.1590736 10.7456514 10.2963439 10.3655585 -1.1590736 2.0109588 8.4765899 2.4259695 13.3426052 7.8410170 9.8317447 10.6471636 6.9907643 6.1356375 11.5873211 2.4259695 -1.1590736 11.8539904 8.7067502 NA 12.2446946 7.3936856 12.0388477 7.8240104 NA NA 5.7598802 -1.1590736 13.8702945 14.0493022 12.6704422 10.5218157 11.6327901 NA -1.1590736 2.4259695 10.8925656 8.7082955 11.8651175 9.6989977 NA 18.6749445 18.2817501 8.8367838 NA 0.8410070 NA 11.4381382 -1.1590736 6.6158032 1.4259963 10.7352889 10.4947575 10.1066318 14.9842206 9.4259793 8.7297601 3.4848728 11.7639727 -0.1589125 10.0788242 11.7486585 8.4089729 11.3172566 10.8204419 NA 9.2117041 10.6931560 8.3762921 NA 0.4259963 7.9429138 5.4259795 3.1629512 9.5748794 8.1941634 10.0692343 -1.1590736 6.0698353 7.4446431 NA 10.0794214 8.3368716 12.1564494 12.0008881 9.1928505 10.0984046 1.1629190 1.8410070 12.6697483 8.6531940 11.0175016 6.9754433 10.4252371 9.0568894 6.3086230 8.2418964 1.4259963 3.0889387 8.7791261 9.0146939 10.8075222 9.7236597 9.1663223 10.0930908 3.1629512 8.4089729 8.7052028 -1.1590736 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0.000 -0.284 -0.284 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 -0.309 0.597 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 -1.1590736 6.8125598 11.0659228 13.6290213 11.9554098 9.8543394 11.5282065 2.1629512 10.5887901 4.1264195 1.1629190 1.6483734 6.5345037 10.6455512 10.2220189 15.2472716 3.4211560 10.9799284 10.6435331 9.2528877 5.8854109 11.5282065 2.0109588 10.1499245 3.3004459 7.9456943 4.0109409 10.6162031 7.7801257 5.4703742 2.5414653 4.7717536 8.2073390 8.3762921 7.5586932 9.7426379 8.4884752 1.1629190 -0.1589125 NA 6.332869 8.628919 10.756504 10.479905 11.801019 9.094864 14.202686 12.436274 7.040689 10.846992 4.795211 10.664782 6.062700 11.748659 8.822584 9.884728 12.802495 12.821692 1.841007 9.391764 10.6145681 11.3480681 10.2193116 1.1629190 10.9850376 10.5544032 13.9641650 9.8304113 9.2756450 9.2040563 13.1851046 9.5444964 8.2482843 10.1031117 10.2593964 3.7952163 9.8010186 9.9044118 7.9390491 11.8539904 12.2446946 9.9856750 10.5218157 5.8297024 5.6483705 8.8367838 3.0889387 -0.1589125 8.9057594 8.8606075 11.3172566 10.8204419 9.5143259 10.6931560 10.9508474 8.1808669 NA 0.8410070 9.3405836 8.6004723 8.9920334 8.8744398 5.3801753 10.0794214 11.1275745 10.0984046 11.8758157 10.2067924 10.0984046 7.5518228 9.1066318 10.4460332 NA 3.5959094 7.6386785 8.0569623 9.3517809 9.0901302 10.5331964 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 & neck squamous cell carcinoma 25.5 1951 0 white NA 2 4 NA NA 3 1 5 1 1 1 0 0 0 0 0 0 0 0 0 6 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 0 0 0 0 4 0 1 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 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 7 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 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 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10.4693942 8.8004793 6.3791045 10.4025297 2.7523204 10.0646718 3.3087104 7.9539566 7.7733845 10.3955167 8.5411311 6.4063275 -0.3351531 6.3078492 6.6982824 7.6219617 10.1000092 9.6029692 8.5103500 1.4722278 4.7309497 -0.3351531 7.1446399 10.4029520 11.1752828 10.3355161 11.3648659 10.7589375 10.7648650 11.5473118 7.9456305 11.7949477 6.6421398 10.9640678 3.8068602 13.8271331 9.9686406 10.3509225 12.6783125 13.0612639 2.1242950 10.7909189 11.6398121 11.5694944 10.2403990 1.6648469 10.9491055 10.7909189 14.1537010 8.8472541 9.4922025 9.3713559 13.0850832 9.6133147 8.6392745 9.8669653 10.1078033 11.1196731 9.5158279 9.4649508 5.8347845 11.3172566 10.9479482 9.8391613 10.8571526 6.1405926 5.3087176 10.6972500 5.1405946 -0.3351531 9.2582508 11.4264110 11.5386884 11.4602907 10.1751295 10.7572866 11.2434683 9.2127184 1.8347921 7.9269548 9.6977733 9.6829418 10.4965629 6.2942164 3.5717496 10.4151481 11.8321211 10.3752357 11.9389467 9.8441469 10.1436294 9.4113741 9.2223235 10.3199432 2.3653006 NA 7.6563820 9.2036793 9.4297314 9.0668058 10.9760404 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 & neck squamous cell carcinoma NA NA 1 white NA 2 1 NA NA 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 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 7.559757e-06 2.150023e-06 15.6028368794326 45.3900709219858 3.19148936170213 17.3758865248227 18.4397163120567 8.8201790 NA 10.9013698 2.7369728 5.9385987 10.9233275 5.3923174 6.9772799 8.4811266 15.2915305 7.8328900 8.5974317 8.8517490 NA 8.7233766 8.3779336 5.5024993 3.5849625 2.7369728 9.5812006 4.5443185 1.7369512 11.1344263 11.2624864 11.3268040 5.3219281 11.0808175 10.3692338 10.5609697 1.0000000 2.8744626 9.0249180 5.7548875 12.0093621 8.4784327 9.9933442 10.7648716 9.6570206 9.9648221 11.2873276 7.0945180 1.7369512 9.3053019 8.5209459 NA 12.2455527 7.3737065 13.5596161 7.4262648 0.4150014 2.8744626 6.6724253 2.4150285 14.6438938 15.7103085 12.5410966 9.9638595 12.5865271 2.4150285 NA 2.4150285 10.7159620 9.8517490 10.6140963 10.0269844 NA 16.9082910 17.2910987 11.4747199 5.3219281 1.7369512 -0.5848904 11.4044320 6.1699250 6.9541963 3.8744724 10.8448993 11.0710153 9.9238226 14.5034945 9.1514395 7.6724253 7.9848929 11.0325050 2.2224027 10.0768156 11.3485142 10.4518980 11.6116396 11.3826240 6.5647851 8.3249307 11.1918817 9.0352574 -0.5848904 NA 8.8075697 5.2223911 5.5849625 10.0588937 9.2159375 10.1522848 6.2976812 NA 6.6048616 NA 10.6348111 8.8052063 12.7195314 11.8257538 9.0290663 10.4797803 3.9385963 5.7188192 13.0253703 8.9088930 11.0297474 8.6677030 9.7245139 9.0385714 7.5025001 11.1080888 3.4150420 4.3219281 10.2605276 8.7944159 12.0883466 9.7780771 9.2667865 9.8486229 4.3692361 8.6481059 10.3014962 NA 9.9971795 NA 0.023426 0.000000 0.825680 0.400280 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 -0.027480 -0.027480 3.656900 -0.243380 -0.141940 -0.072541 0.289920 0.289920 0.289730 -0.020412 0.039302 0.039302 0.148590 0.023426 -0.565750 0.000000 -0.090361 -0.090361 -0.090361 -0.229200 0.098415 -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 -0.029645 -0.049289 -0.049289 -0.209700 0.157560 -0.141940 0.166400 0.166400 -0.072541 -0.072541 -0.225150 0.058367 0.144290 0.102050 0.196640 0.196640 -0.234560 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 0.084 -0.206 0.000 0.000 0.000 0.000 0.569 0.290 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 0.084 -0.206 0.000 0.000 0.000 0.000 0.569 0.290 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 -0.5848904 7.0516625 11.5229084 11.0315863 10.9791870 10.0343405 11.5170132 3.5849625 11.1374182 7.9188632 3.8073549 5.7004397 7.8073549 10.9561341 10.5565061 13.1987520 4.2962151 12.0642937 9.3604813 8.9316042 5.5849625 11.5170132 2.0000000 10.7085091 3.7369620 7.6518647 4.4594316 8.7741061 8.3841936 7.0074949 5.4374042 6.6438562 6.3923174 8.8496656 8.0334230 9.2272147 6.9464186 3.5849625 6.0149511 4.058897 4.662963 10.887728 11.723044 10.592457 11.873188 9.930737 9.888743 11.511423 6.807355 10.882134 9.584963 10.016808 5.197445 11.348514 8.464886 11.012625 12.342793 8.572385 4.502502 9.588715 10.6853329 11.7919768 12.1978310 1.7369512 11.6263174 11.2380066 14.0970412 10.2566018 9.1309996 9.4065594 11.8381534 8.5304972 8.9405582 10.1881602 8.5287795 2.7369728 10.2877124 8.0037523 6.6048616 9.3053019 12.2455527 9.8062810 9.9638595 6.8159174 4.9068906 11.4747199 4.9068906 0.4150014 9.3531468 9.1015379 11.6116396 11.3826240 10.8907710 11.1918817 10.4484605 8.7347096 NA 8.0443941 9.8956157 7.7630576 10.2558155 4.1154744 5.4594316 10.6348111 11.5077946 10.4797803 12.4148614 10.7526594 10.0416592 8.5974317 8.2223926 10.4241663 NA 6.3602466 4.4594316 10.3895095 9.4811268 9.2368114 11.4522412 8.9228320 10.4065593 5.6629660 TCGA-UF-A7JC 42 1 546 NA head and neck stage iva t3 n2b m0 male 2012 NA yes head & neck squamous cell carcinoma 38 1984 3 white NA 1 6 NA NA 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1.768567e-06 4.85489e-07 19.4029850746269 19.4029850746269 1.49253731343284 35.8208955223881 23.8805970149254 7.7755063 NA 9.6990140 NA 2.6927619 10.1190306 2.8447673 3.6927619 8.9301087 15.8412071 7.5001208 7.6417815 7.9781682 -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 NA 1.1078218 9.0611462 NA 13.6750464 8.8582313 10.1845476 11.4671868 5.8447698 3.3301998 12.7277176 -0.4771407 NA 13.4767644 9.4221977 NA 12.7543620 13.9092173 11.7648240 6.1952669 NA -0.4771407 6.6103029 1.1078218 14.8945800 14.9434544 12.3582991 10.3350181 13.1294773 -0.4771407 NA 2.3301855 11.6776589 9.2215456 10.4108229 9.6952683 NA 18.9819181 19.2438348 8.3074754 NA 1.1078218 1.1078218 12.1664716 NA 6.3172570 5.8978793 10.9448950 10.4077744 10.6858614 15.8807879 9.6195559 4.6521251 -0.4771407 11.5008362 -0.4771407 9.9657843 11.8531667 7.6877480 11.3446148 12.1788187 NA 8.5645001 10.7689876 1.5228593 -0.4771407 2.8447673 5.1090053 3.3301998 5.2777282 8.7636320 8.0735878 11.3581017 -0.4771407 2.1077883 4.8082409 -0.4771407 10.4342328 8.5672347 12.4570845 11.3354192 9.2187475 10.4267227 NA 5.2232797 12.7197502 7.9532932 11.1049828 9.0812616 9.3260517 10.2056510 11.8856065 10.2626214 1.5228593 0.5228593 7.4712078 9.0005989 11.9838086 9.2592428 9.5072593 12.1848415 2.9822726 9.6411849 8.5535080 NA 11.7414040 -0.4771407 0.0267950 -0.0088526 0.0839200 0.0749840 0.0749840 0.0546600 0.0546600 0.0632230 0.0632230 0.1607400 0.1607400 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 0.0206670 -0.0973630 -0.0116110 -0.2082100 -0.2082100 0.0267950 -0.1178600 -0.0282180 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10.5644999 11.1480930 3.1078050 11.6026589 5.3557317 NA 3.8447673 6.1375507 9.9616326 10.3342155 13.5085049 2.9992243 11.5986542 10.4191732 9.1142884 4.6521251 11.1480930 3.5228467 9.7261889 2.5228342 8.7863213 4.4297298 10.3406239 7.5915119 1.5228593 1.1078218 7.9771815 5.8626919 8.8174615 7.6877480 8.9822723 8.6339764 2.8447673 -0.4771407 -0.4771407 7.0926969 11.7805233 11.9934666 11.9603328 12.2273929 7.4653550 11.6874335 11.4267227 8.1152981 10.3742776 3.6102985 10.2693551 5.1861836 11.8531667 8.0735878 9.9740519 12.4574568 8.6103036 1.1078218 10.0405102 11.2768931 12.0326158 11.0086701 NA 11.5200203 10.6617525 13.8320961 9.8693545 8.9279824 8.4624201 10.7039930 9.3708221 8.0697355 10.6864905 8.5452085 1.8447874 11.2760576 8.6725880 4.8447673 13.4767644 12.7543620 10.7907979 10.3350181 5.7896275 3.7707656 8.3074754 NA 1.1078218 8.8447688 9.1059234 11.3446148 12.1788187 11.3698981 10.7689876 11.5579835 8.5256559 1.1078218 NA 9.8054081 6.4653558 9.6559830 3.6102985 1.8447874 10.4342328 11.4591107 10.4267227 12.0862754 10.3831518 9.2215456 8.3901195 5.7126646 10.4024241 0.5228593 0.5228593 0.5228593 8.1756139 9.8503935 10.4668207 11.7582567 7.7896275 9.9761114 5.7516592 TCGA-UF-A7JD 71 1 739 NA head and neck stage iva t4 n2b m0 male 2012 NA yes head & neck squamous cell carcinoma 61 1951 2 NA NA 1 2 NA NA 1 1 1 1 1 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 3.363745e-06 1.144367e-06 25.5639097744361 14.2857142857143 4.51127819548872 27.8195488721804 27.8195488721804 11.2282047 -0.4552179 10.7308856 4.8301742 3.8667003 10.9392341 NA 6.2029838 8.9710362 14.5073512 7.8934993 7.0839303 8.9897862 -0.4552179 8.2896053 8.9605132 5.4989688 2.8666904 4.0683355 11.0658810 2.5447821 1.5447821 13.0416252 7.8393921 10.9809624 1.5447821 10.2417389 10.0790743 10.5482893 NA 4.1886304 8.2488133 7.6162334 13.3808218 10.7909182 10.2624478 10.9083587 8.0123770 8.8324837 10.0790743 6.2029838 NA 12.0885283 8.3063229 -0.4552179 9.2434761 5.5110189 12.1727612 8.6269206 2.3521370 0.5447821 6.0205044 2.3521370 13.9466442 13.9185345 12.4147508 10.0565241 12.0513270 -0.4552179 0.5447821 3.6322333 10.9493809 9.5475865 11.5626238 10.1041486 0.5447821 16.0218023 14.6822429 13.5549498 9.1222003 3.2452066 3.2452066 11.8071600 3.3521229 9.6585136 4.1886304 10.5803335 10.2633043 9.9219819 16.4851424 9.3228486 6.7444437 6.1741287 11.5472349 1.8667102 10.8451240 11.2382584 9.3359343 10.2684324 11.8840647 3.0041957 8.8823933 10.8456959 7.0761529 0.5447821 -0.4552179 7.3782307 6.0042025 8.2171968 9.4561634 9.5850611 10.9192676 4.5447697 NA 4.2452142 3.4185813 10.9028731 9.2330216 12.2428249 9.8934996 9.5753282 9.6229223 NA 3.6322333 13.5050449 8.3456714 11.5408918 9.2538553 10.0336157 9.8650418 7.4274143 10.7723874 4.9710377 2.5447821 9.3112340 9.1390960 11.0495904 10.8553842 9.1613204 11.3581518 4.1886304 8.7464542 9.0604711 1.5447821 7.6585136 3.0041957 0.068522 0.026092 0.580590 -0.226990 -0.121080 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 0.040751 0.243110 -0.255030 -0.255030 0.422170 0.686630 -0.664300 -0.054960 -0.293310 -0.293310 -0.293310 -0.271520 -0.285370 -0.285370 -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 -0.020967 -0.046718 -0.046718 0.211770 0.201060 -0.573180 0.332540 0.332700 0.015168 0.037500 -0.451050 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 -0.228 -0.228 -0.227 -0.227 0.152 0.000 0.000 0.000 -0.169 0.261 -0.593 -0.232 -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 -0.228 -0.228 -0.227 -0.227 0.152 0.000 0.000 0.000 -0.169 0.261 -0.593 -0.232 -0.362 -0.119 4.2452142 6.8208963 10.8835078 12.7640912 10.9273955 10.4066338 10.6041159 9.9531012 11.1278542 9.8324839 -0.4552179 5.9198120 6.9456510 10.9589281 10.4243546 12.1495563 5.3451551 10.9573413 7.5105561 8.9328965 5.7146961 10.6041159 NA 10.6675995 4.6322333 7.7064573 6.4636339 9.7783911 8.4231903 6.2029838 4.0042047 7.0437404 6.9710365 8.5754387 10.3228485 9.6663050 8.3063229 2.3521370 2.8666904 3.544770 5.734596 10.689430 12.316191 8.103192 11.342028 11.551098 11.116524 11.443373 7.339187 11.294641 7.658514 10.575439 4.883552 11.238258 9.319559 10.218081 13.232468 6.312956 1.129745 9.501873 10.8745678 12.0805328 9.8174012 2.8666904 11.0042030 11.4011970 14.0600333 6.2996586 9.0406264 10.0184771 11.1773123 8.6337716 8.2242516 10.7944775 10.1022352 4.0683355 10.7867546 8.9219819 9.3212045 12.0885283 9.2434761 10.7027499 10.0565241 7.4151358 6.7345958 13.5549498 1.5447821 3.2452066 9.5768171 11.8229305 10.2684324 11.8840647 11.0673529 10.8456959 11.4085705 8.1741282 2.3521370 3.2452066 9.0463898 8.9407338 11.9804417 8.0285874 5.2452104 10.9028731 11.6804807 9.6229223 11.8147747 10.1390961 9.3310410 9.5726775 9.7308856 9.9699874 2.1297446 -0.4552179 1.1297446 8.9846437 9.5220514 9.8934996 10.8434068 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 & neck squamous cell carcinoma 42 1940 2 white NA 1 2 NA NA 3 2 3 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 4 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 0 4 0 0 0 0 0 4 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 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 4 0 0 0 0 4 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 6 0 7 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 7 0 0 0 0 3.016967e-06 1.109689e-06 19.0082644628099 17.3553719008264 4.13223140495868 32.2314049586777 27.2727272727273 7.8432270 NA 10.0481394 1.0019463 2.5868848 9.9925016 9.2227063 6.9326624 8.2081251 15.2548251 7.0893880 8.9247570 6.1448825 0.4169478 8.0572071 8.7568125 5.2749437 6.4937786 3.0019283 7.3536003 3.2243182 -0.5829441 5.6264158 6.2873264 9.8794647 -0.5829441 10.4661302 10.2980763 10.8820185 0.4169478 2.0019103 7.4924950 -0.5829441 12.5887647 7.2749437 10.7253014 9.4309829 7.7478794 7.5410834 12.1431805 1.0019463 NA 11.2803743 7.5616209 2.0019103 12.0515466 10.1337476 12.0335112 8.5410838 NA -0.5829441 6.6067872 0.4169478 14.4308943 14.9653264 12.5477501 11.7363522 11.6583497 NA -0.5829441 1.7388975 8.3565418 8.0019249 11.5790390 8.8495042 0.4525954 17.0506459 18.1968869 10.6749395 NA NA 2.4169748 10.8702330 0.4169478 6.6553676 4.0019283 9.5552214 10.0019249 11.4060020 14.3829721 8.7366346 4.5044234 3.4169613 11.3384314 NA 9.9483439 12.0689087 6.6648895 10.2896373 10.2056807 1.0019463 8.6141790 9.0463189 7.5149941 NA -0.5829441 7.1272866 5.2996037 4.4169613 7.6696278 9.1139299 11.7922734 4.9405239 NA 7.2435110 NA 9.6517799 7.4884250 13.0358067 11.4403702 8.3753410 10.1234584 2.5868848 2.5868848 13.2021083 8.0499574 11.0117535 6.3594772 9.5321361 8.9569935 9.0715983 9.4197774 1.0019463 NA 10.2522233 8.6457809 10.7224542 9.2291397 9.8619772 10.3899422 3.5868848 8.9221190 7.8640456 -0.5829441 10.1975021 -0.5829441 0.1432200 0.2118900 0.8926200 1.0219000 0.9633800 0.2396600 -0.4981100 0.0415670 0.0402940 0.5467800 0.5467800 0.5117500 -0.5881600 -0.5881600 -0.5961600 0.4204500 0.0000000 0.0000000 0.6265600 0.0381740 0.0603320 -0.0092984 0.5782200 -0.0245560 0.2524200 -0.2897900 0.5430800 0.0221320 -0.0086084 -0.0086084 -0.0086084 -0.4298400 -0.4298400 0.1763000 -0.3637100 -0.3449500 -0.3449500 -0.3199800 -0.3730700 -0.3101800 -0.2884800 -0.2884800 -0.2884800 -0.2404900 -0.2404900 -0.2727600 0.2396600 0.0402940 -0.0015563 -0.0379290 -1.1637000 0.4489700 -0.0316630 -0.0316630 -0.0316630 -0.0175600 0.0000000 -0.6489500 0.0166920 0.0363380 -0.5749900 0.0385980 -0.0245560 0.5222600 0.5222600 -0.0245560 -0.0245560 -0.9538800 -0.0499960 -0.0499960 -0.0326180 0.0393040 0.0114920 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 NA 6.916809 11.253013 14.193087 11.304945 10.645781 10.992502 7.778906 12.081632 5.198321 2.586885 7.323853 5.504427 10.290406 9.837975 15.397191 4.595277 11.640964 8.676706 8.859222 7.611719 10.992502 2.001910 9.455881 5.171851 9.034338 5.416961 8.841129 7.635841 4.774513 14.150878 1.416948 8.741143 8.356542 9.069807 10.475631 8.005677 2.416975 3.323860 0.4169478 2.7388975 9.8630119 9.1499269 9.6493834 12.2178623 8.1584294 13.4222360 9.6409641 6.3827468 10.2710515 6.5044249 9.7679015 4.5968696 12.0689087 8.2934795 8.8348149 13.1541611 10.4964472 2.0019103 9.5004418 10.3261054 12.2733879 12.4075982 2.0019103 10.3769643 11.4914384 14.8476736 8.2593125 9.0261411 7.9326624 12.9583010 8.5669890 9.6672608 10.7064049 8.9128175 3.0019283 9.3638686 8.5359033 7.0608180 11.2803743 12.0515466 10.0626208 11.7363522 6.3942415 5.3942432 10.6749395 4.9088177 NA 8.6457809 11.0005153 10.2896373 10.2056807 9.6977332 9.0463189 10.8495042 6.7568125 -0.5829441 7.5768335 9.3786581 7.9729321 8.5513887 8.6767057 8.3388032 9.6517799 9.8967426 10.1234584 13.1858704 11.1174021 10.5686132 7.7207429 7.8599056 10.9934467 -0.5829441 2.0019103 9.5692473 10.0254297 9.1516719 8.6385496 10.0168753 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 & neck squamous cell carcinoma 52 1960 0 black or african american NA 2 2 NA NA 4 1 5 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 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 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 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 5 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 2.115345e-06 8.669447e-07 30.3370786516854 16.8539325842697 8.98876404494382 29.2134831460674 14.6067415730337 8.30012739 -0.97596406 10.46487223 4.23345862 5.45026769 10.34423953 7.02962736 6.29078931 8.65699825 16.57551606 7.29546590 9.05604887 7.71748999 NA 8.03523019 9.00557038 5.68221370 6.07928637 4.27193358 9.29546613 3.27193358 0.02403594 12.74702398 6.93089342 11.13187393 NA 9.92637814 10.57474980 9.94955755 0.02403594 3.72444291 8.13628625 NA 13.13839609 9.72010126 9.69685263 10.58815253 8.30477386 8.09009230 11.31113825 3.19392941 NA 11.48573826 8.21382745 NA 11.40067113 10.48735882 11.53945648 7.31862415 -0.97596406 0.02403594 9.18261285 3.66785807 15.83345505 16.17628808 12.62356725 10.75362376 11.45680589 NA NA 4.11146539 10.84577699 8.27193078 11.19861668 10.24074889 NA 18.97932801 18.83221625 11.03313182 NA 3.11146539 3.02400046 11.29108233 NA 9.60896555 4.66785807 10.57551901 10.85728848 10.83176041 15.19326259 8.62577385 3.54756088 4.38155333 11.99428873 1.60895114 9.35043249 11.44442124 7.76883670 10.74167950 10.95510985 NA 8.58242391 10.35155567 5.19392941 NA NA 8.71330231 5.84418225 7.97528797 8.07385182 9.63963266 10.92071386 3.02400046 7.90664592 5.69642789 NA 10.37935411 7.92788461 12.97090933 11.44422648 9.47924815 11.00735299 NA 3.27193358 13.43478561 7.93389598 11.38704265 7.36829866 10.42924562 9.58529101 7.57475018 10.01764915 4.06839566 0.60899844 8.91578678 8.86005338 10.47881643 9.64422295 10.20577651 11.30969422 2.72443200 8.69075964 9.01552489 -0.97596406 11.62135731 1.34590727 0.0000000 0.0186630 0.4558100 0.1932600 -0.1937500 0.4770100 -0.4274600 3.6569000 -0.0184900 1.4066000 1.4066000 1.6336000 -0.4440500 -0.4440500 -0.4434000 0.3881600 -0.3323700 -0.3323700 2.3708000 3.6569000 0.5962000 0.5623600 0.3827000 0.1361300 -0.0511810 -0.0264410 -0.0449050 0.3701900 -0.0528010 -0.0022168 0.3562000 0.0186630 0.0186630 -0.4428600 -0.4590700 -0.4496400 -0.4496400 -0.4280600 -0.4692900 -0.4574700 0.0160970 0.0160970 -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 0.3994000 0.3873300 0.3873300 -0.5839200 0.1422100 -0.0343190 -0.4596100 -0.0534760 -0.9304600 -0.4591800 -0.4591800 0.3602100 0.000 0.000 -0.433 -0.433 0.415 0.000 0.596 0.405 0.399 0.336 0.336 0.199 0.199 0.000 0.000 0.000 0.000 0.376 0.376 0.000 0.000 -0.416 0.000 0.000 0.000 -0.410 0.000 -0.415 -0.415 -0.202 -0.202 0.413 -0.015 0.000 0.000 1.235 1.235 -0.055 0.388 -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 0.199 0.199 0.000 0.000 0.000 0.000 0.376 0.376 0.000 0.000 -0.416 0.000 0.000 0.000 -0.410 0.000 -0.415 -0.415 -0.202 -0.202 0.413 -0.015 0.000 0.000 1.235 1.235 -0.055 0.388 -0.113 0.341 4.2719336 6.3903255 10.9108427 12.7809763 11.9241151 11.0543253 11.0048566 9.2285741 11.1406719 8.3793541 -0.9759641 4.8819827 6.2907893 8.5218548 10.5524572 13.3339057 3.6357660 11.2082586 9.1429441 8.9554055 7.2285744 11.0048566 -0.9759641 10.7083134 4.5475670 8.6541065 5.5631612 10.1344864 7.0319278 4.4163196 0.6089984 5.2719298 7.1481247 7.8184192 10.0112671 9.7637837 8.6033189 1.8313503 7.5198179 0.6089984 4.9066453 10.0247072 13.0830635 9.0225934 11.7890819 10.3487462 10.6730077 10.3897787 7.4120202 11.6911146 5.7788893 12.4912265 4.8834742 11.4444212 8.9840051 9.4534098 13.9487311 9.4492190 0.6089984 10.3810051 10.6728100 11.9781993 10.3266419 1.3459073 10.8905092 10.6271657 13.9286353 9.5891050 9.0806409 8.2552241 11.6531320 8.8590903 9.1507074 10.5313022 9.9316448 4.2719336 9.9854528 9.2743015 7.0574264 11.4857383 11.4006711 10.7578657 10.7536238 6.1325275 6.4163213 11.0331318 -0.9759641 -0.9759641 9.1724795 8.7244429 10.7416795 10.9551098 10.6660548 10.3515557 10.9491865 7.8313579 1.8313503 3.4834289 9.0811012 7.9438200 10.0183565 5.1114654 3.4163263 10.3793541 10.5007493 11.0073530 12.8724304 10.7892892 10.0629220 9.0954653 8.1863946 10.6995191 2.3459357 NA 2.0240005 9.2204453 9.5544095 9.3380196 10.2492105 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 & neck squamous cell carcinoma 80 1953 0 NA NA 3 1 NA NA 1 3 2 2 2 2 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 0 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 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 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 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 4 0 0 0 0 0 6 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 0 6 0 0 0 0 3.016967e-06 7.629113e-07 11.7117117117117 18.9189189189189 8.10810810810811 34.2342342342342 27.027027027027 9.7662393 NA 10.0405495 6.0072471 6.5762682 10.4353545 6.0072471 7.6793619 8.7161987 17.2527480 7.2742402 7.6743787 7.7473807 -0.5006261 9.0862926 8.9812522 5.3717888 6.1288089 8.0072477 7.9711279 3.8917691 NA 12.7985178 6.7848547 10.8365172 4.5869148 10.4448967 10.2971144 9.3866734 -0.5006261 4.5869148 8.9173264 NA 13.1404885 9.2222605 9.0712054 10.4959264 9.1104776 8.5682313 11.6415599 3.7473767 NA 12.5705800 9.2375451 2.0844045 11.7064672 8.9377249 12.5806034 7.8032335 -0.5006261 -0.5006261 5.0844172 -0.5006261 15.6654780 16.4663021 12.6300234 9.8820769 12.3618965 NA -0.5006261 5.3574324 10.6649880 9.5695739 10.7204357 9.9650193 0.4994760 17.4309695 17.9735271 12.1390197 NA 3.5869208 2.6693670 11.3651861 NA 8.3228200 6.3196324 10.3147160 10.8498396 10.2987345 14.6330767 9.5106801 6.7568405 5.4063428 11.3279861 -0.5006261 9.7485664 12.4827814 9.7638955 9.7450055 11.9016655 -0.5006261 8.1894510 10.3759698 6.6287357 -0.5006261 NA 6.9851213 6.0693090 7.6793619 9.0190892 10.1990253 10.7137720 1.4994760 3.7473767 4.5438485 0.4994760 11.0244842 7.7521183 12.6807605 10.9877952 9.5608917 9.7709159 NA 6.2409191 13.2483795 7.7426267 11.4648764 9.1701091 9.9537521 9.7210400 10.5882411 11.2367002 4.3068091 0.4994760 9.1049323 8.5328760 11.5510017 9.3496397 9.5064802 12.4704575 3.8213837 9.4063434 8.6892775 -0.5006261 11.2239667 0.4994760 0.5829100 0.3769600 0.0276000 0.0020805 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 0.1277100 -0.0013858 0.0036076 0.0036076 0.0263730 0.0287630 0.0287630 -0.2481200 -0.0667180 -0.0667180 -0.0667180 -0.0667180 0.0224440 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 -0.0398540 -0.0026322 0.0056919 0.1133000 -0.0105080 -0.0503700 -0.0503700 0.0358060 0.0358060 0.0104240 0.0447150 0.0447150 -0.0135400 -0.0135400 -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 0.276 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 -0.141 0.166 -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 0.276 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 -0.141 0.166 -0.119 -0.119 0.000 0.000 NA 6.586916 10.817431 10.798661 11.658063 10.372128 10.069309 1.084404 11.037642 9.252670 NA 4.199892 8.646658 11.465237 10.061695 13.889420 3.966735 11.783988 8.706467 8.841172 8.125162 10.069309 1.084404 10.447820 4.084413 8.702066 7.794073 9.718621 7.955191 5.607978 2.306816 6.607977 5.649199 9.473867 11.120589 9.499453 7.388196 3.306802 0.499476 0.499476 5.821381 10.866868 10.134200 11.404087 11.170552 11.933038 11.244522 10.974173 8.570915 10.476017 6.784855 10.839303 4.917642 12.482781 8.594850 10.666244 12.819423 6.983268 2.084404 9.400320 10.2668097 11.8627663 11.9008658 1.0844045 10.8448581 9.5974850 14.5121608 9.2906159 9.1049323 8.6079772 12.8320489 7.8766637 8.2808125 10.2526696 8.9832687 8.0072477 10.1603401 8.0956428 10.7408402 12.5705800 11.7064672 10.5314986 9.8820769 5.9088441 8.1251618 12.1390197 1.0844045 -0.5006261 8.5050775 9.5547352 9.7450055 11.9016655 10.6027407 10.3759698 10.9056578 8.7986610 NA -0.5006261 10.1001743 7.6027404 10.6261574 10.1522978 5.8032348 11.0244842 10.9008658 9.7709159 12.0636023 10.5981430 10.5709152 9.3035840 8.0730999 10.2889865 4.3068091 5.0540410 7.5438469 10.5522723 9.5424802 9.3228200 10.3386566 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 & neck squamous cell carcinoma NA NA 3 NA NA 1 6 NA NA 1 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 0 0 0 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 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 2 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 2.535716e-06 1.253925e-06 28.5714285714286 13.5714285714286 6.42857142857143 25 26.4285714285714 8.6704743 NA 10.3786148 0.1527675 4.8807247 10.1924093 4.2402685 3.4007292 9.2613294 16.2705798 6.8110163 7.0776169 8.5386674 NA 8.9729838 9.5621957 6.0208244 3.3227358 1.4747216 7.7340057 -0.8471027 NA 7.1471581 5.6606007 11.0656941 5.5621966 10.6812589 10.5092568 10.6576238 1.1528324 2.7377733 7.7562828 NA 14.3690202 9.9292378 10.4101927 11.0604466 5.7675144 4.4382063 11.5273010 1.4747216 -0.8471027 7.6204105 9.3063568 NA 13.1062738 11.0342706 12.2038438 7.5664324 NA NA 3.6122345 1.1528324 15.7786841 15.4702687 12.4885985 10.6586164 12.7019878 NA -0.8471027 3.7377625 12.8129122 9.2322895 10.6416492 9.9423384 NA 16.6216595 19.1525984 8.5191271 -0.8471027 1.1528324 -0.8471027 11.6112114 NA 5.5621966 2.6122345 10.7298276 9.7517877 10.7592100 15.3145075 9.1272195 6.4195911 2.1528000 12.0876014 0.1527675 10.1322301 12.1370239 8.1723955 9.8208033 10.4565855 NA 8.4971006 11.1751726 5.8393046 1.1528324 -0.8471027 4.3587479 3.2402685 5.1070015 9.8119088 9.9308819 11.4413825 4.4382063 NA 4.1971970 NA 10.8967977 8.1834721 12.8158069 11.4656878 8.3590867 11.1286528 NA 1.4747216 13.0051392 9.0076732 11.3674275 9.0997110 8.8082998 9.5850440 7.2872312 11.9312927 1.1528324 -0.8471027 11.0342897 9.6325850 11.8986892 9.2691487 9.4031032 11.5520827 3.7377625 9.4260643 8.2376134 NA 10.4341553 0.7377733 -0.0396650 -0.0106460 1.2784000 0.4474800 0.4474800 0.4054400 -0.3988600 3.6569000 -0.4112400 -0.4480300 0.4549600 0.4391900 -0.4620600 -0.4359400 -0.4113500 -0.4113500 -0.0522610 -0.0774630 0.8495400 0.0150280 3.6569000 -0.4332200 0.6231500 0.0884030 0.4451100 -0.0336770 0.3899800 0.0308960 -0.0532060 -0.4087100 0.0218840 -0.0396650 -0.0106460 -0.0106460 -0.4451200 -0.4451200 -0.4640800 -0.8479500 0.4524100 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 -0.0996960 0.0162860 -0.0370730 -0.4607800 0.9285800 0.7232500 0.7172600 0.6231500 -0.0358570 -0.0716060 0.0884030 0.0884030 -0.9629900 -0.4688700 0.7681100 -0.4640400 -0.0073339 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 -0.880 -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 0.471 0.066 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 -0.880 -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 0.471 0.066 0.007 0.455 -0.411 -0.411 0.000 0.000 NA 7.447425 10.551549 9.667519 12.194293 11.128653 10.855410 2.737773 10.752718 7.707394 NA 4.059693 6.553685 11.495157 10.520220 12.943051 3.004807 11.165429 9.168220 9.210350 3.612235 10.855410 3.545128 10.649659 3.240269 8.751285 3.960160 10.510357 7.457544 2.853237 10.521311 6.250837 6.059695 8.794856 6.887514 9.679304 7.884124 1.960178 1.152832 NA 4.676369 11.375901 15.138440 10.234288 11.977366 7.648660 11.250350 12.763253 6.767514 11.154565 5.998295 9.833164 4.634686 12.137024 7.540822 9.845420 12.914857 9.172396 2.474722 9.049137 11.0949527 12.5334012 12.0703634 -0.8471027 11.2252724 10.8841239 13.7251486 10.0649456 9.0850196 8.7433918 12.3784642 9.1399552 8.4859601 10.3995454 9.2135006 1.4747216 10.9280035 7.9982948 4.8532422 7.6204105 13.1062738 10.9060216 10.6586164 5.5957483 0.7377733 8.5191271 0.1527675 -0.8471027 9.2080873 8.0138915 9.8208033 10.4565855 10.6234637 11.1751726 11.2833754 9.2415931 NA -0.8471027 9.8148945 6.5675318 10.6739145 6.4565860 1.7377733 10.8967977 11.2885141 11.1286528 12.4954351 10.6091592 10.5142004 8.4312544 7.8393052 9.9110280 NA -0.8471027 5.1528040 8.1231695 9.0953192 10.3671239 10.8580052 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 & neck squamous cell carcinoma NA NA 0 white NA 3 3 NA NA 3 2 4 2 2 2 0 4 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 7 4 4 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 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 6 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 4 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 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 6 7 0 0 0 0 0 0 7 4 0 0 0 6 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 4 0 0 0 0 5.062957e-06 2.011312e-06 29.951690821256 39.1304347826087 2.89855072463768 19.3236714975845 8.69565217391304 9.6158786 NA 10.8339555 0.2635152 3.9639087 10.0194676 5.8781760 8.0049345 8.6151426 16.4849159 6.2784179 7.5457839 7.4532920 NA 9.5680087 8.3491609 5.3898628 6.6327015 8.7765370 8.4047231 4.1047728 -1.3215675 9.6890328 7.6813199 10.1068649 1.4858390 10.1476378 10.1932188 10.8729539 0.6785227 2.4858647 8.3557488 NA 12.1732354 8.5082274 10.1932188 10.3566648 8.3509299 6.3295560 10.0475568 3.4858647 NA 10.8775636 8.2690916 0.6785227 10.4042971 5.4531587 11.1092187 6.9358923 NA NA 3.4333868 1.0004327 15.8260871 14.9236838 12.7077057 11.2338129 12.2861818 NA -1.3215675 -0.3215675 10.0681362 8.9311701 11.5912070 9.2059819 0.5184344 17.1638193 18.4647856 12.6233998 NA -0.3215675 1.2634551 11.5214443 -1.3215675 6.9822852 5.3927502 11.1960806 10.4950885 10.7824482 15.0007146 9.5573220 5.7870302 1.8484377 11.7397072 -1.3215675 10.1966662 12.2015545 9.9470467 9.6925252 10.5046560 NA 8.5958770 10.6749783 8.3858641 -1.3215675 NA 7.9322815 5.1542389 6.9913881 8.3910317 9.6728583 11.0052151 -1.3215675 NA 4.9264312 -1.3215675 10.5981130 6.6268713 12.6179922 11.4680384 8.8671184 10.2788823 NA 0.6785227 13.4266976 8.5642013 10.9361872 5.7765357 9.5831394 11.1183227 4.9822863 9.9817147 2.9264360 1.2634551 10.6482511 8.6925252 11.4936879 8.9488000 9.3658804 11.5072363 2.9264360 9.0554441 9.1297160 NA 10.1853082 0.6785227 0.044574 0.049540 0.258710 -0.155790 -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 0.040751 0.264510 -0.164420 0.000000 0.000000 0.044574 -0.296860 0.056228 -0.158860 -0.158860 -0.158860 -0.158860 0.064797 0.064797 -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 -0.186220 0.195120 0.021323 -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 0.487 0.649 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 0.487 0.649 0.000 0.000 -0.134 -0.134 -1.3215675 7.0921324 10.1230020 11.6878086 11.2042703 10.4233387 10.7752200 4.0004327 11.6272370 6.0793845 0.2635152 2.1379297 6.9169101 10.8701809 10.4878710 13.3373857 4.5456595 11.1608085 8.5034636 8.7742712 8.3331406 10.7752200 NA 10.7098614 5.6897325 7.9721831 8.3438408 9.6875846 7.4121303 0.6785227 -0.3215675 5.9519281 5.2634664 8.7499673 10.3504881 10.1758576 7.0878956 2.1379297 -1.3215675 -1.321567 7.838376 9.964485 9.052327 8.792247 13.597927 8.848430 14.429002 9.666479 9.124554 10.270340 7.647171 12.432766 4.750183 12.201555 8.597368 9.967947 12.762838 11.875875 2.137930 9.646451 11.672505 12.505748 13.235190 NA 10.693223 11.537069 14.746755 10.072431 8.806499 8.009422 11.335823 9.358205 8.184317 10.917199 9.644289 8.776537 10.527519 9.210861 6.365005 10.877564 10.404297 10.687984 11.233813 5.511395 7.170358 12.623400 2.485865 NA 9.517709 9.618084 9.692525 10.504656 10.354903 10.674978 11.225158 8.886739 -1.321567 -1.321567 9.996025 8.209886 10.464774 8.944120 5.991388 10.598113 11.030548 10.278882 12.165214 11.019468 11.240986 9.047011 8.459864 10.575216 5.350929 1.263455 7.018355 9.937218 9.277488 9.605542 11.353580 7.728353 9.739201 5.154239 TCGA-UF-A7JS 59 1 680 NA head and neck stage iva t4a n2b m0 male 2012 NA yes head & neck squamous cell carcinoma 25.5 1962 4 white NA 2 3 NA NA 4 1 5 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1.907278e-06 7.975891e-07 26.5822784810127 27.8481012658228 5.06329113924051 20.253164556962 20.253164556962 7.9108388 2.1648828 9.3348094 2.9018420 4.8278495 10.4883145 4.1648828 5.0393534 8.3010210 15.5968607 5.4868109 10.2001418 8.5165597 2.5799283 7.2941677 9.1723790 3.7498453 4.0393578 4.3872798 7.6884462 4.5799223 1.5799042 5.1648828 4.1648828 9.6022897 4.2803625 9.5399238 9.0797677 10.4518271 NA 3.1648828 7.2442620 NA 12.0672595 9.2872811 10.6500428 8.2309734 7.2092789 5.1648828 10.6311308 2.5799283 NA 10.3872768 8.9462440 0.5799525 12.2668600 4.9018516 10.2237780 7.2381334 0.5799525 NA 7.1648848 4.4868109 17.5499826 17.7302068 11.7685107 13.3888861 12.1844751 NA NA NA 8.9374739 6.6022891 11.8426040 7.6243159 NA 19.1157630 17.7554130 10.7560950 0.5799525 NA 2.1648828 9.4379029 0.5799525 9.4001009 5.2803625 9.5707350 9.6962658 12.7890706 13.0864774 8.9197718 3.1648828 2.1648828 13.0571742 2.5799283 10.2838255 8.6078278 6.7697466 10.7040432 9.9893129 NA 9.2417001 9.7322068 1.5799042 3.5799163 0.5799525 10.2625128 3.3872798 7.8560464 5.1648828 7.6884462 14.5057545 4.4868109 1.5799042 4.1648828 NA 10.2820946 8.3612815 13.9129374 10.9516985 5.5087646 7.5572018 NA 5.1034851 12.7762166 4.4868109 12.7024264 7.6779543 9.5827368 8.6297704 10.2558789 7.1190812 2.9018420 1.5799042 11.2629165 7.7397934 10.2786266 9.1535690 9.4316710 10.7385316 2.1648828 9.0228655 8.5686068 2.1648828 6.5341176 1.5799042 0.02595200 0.02595200 0.01335300 1.98230000 1.39330000 0.00124420 -0.01191700 -0.00027724 0.59458000 0.52958000 1.07290000 1.05380000 -0.59039000 -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 -0.00498440 0.39048000 0.00000000 0.00000000 0.55301000 0.02595200 0.02595200 0.02595200 -0.60235000 -0.59818000 -0.59818000 -0.59818000 -0.60960000 -0.60960000 0.00527490 0.00527490 -0.00650500 -0.57989000 0.00597000 -0.02247800 0.03143600 0.59458000 -0.60361000 -0.06410600 -0.58823000 0.53380000 -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 -0.61210000 -0.04549900 -0.04793600 -0.03116900 -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 -0.587 0.534 -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 -0.587 0.534 -0.431 -0.167 4.280362 4.486811 10.328115 13.657405 11.016633 11.467143 12.418732 12.685176 12.871956 4.280362 NA 2.164883 3.579916 7.749847 9.786936 13.710975 6.134511 10.261160 9.348106 8.551465 7.749847 12.418732 2.164883 8.194632 6.510660 8.455763 7.808740 7.412812 5.901849 4.039358 3.579916 3.164883 8.006186 6.437904 10.333139 9.297598 6.937474 2.579928 2.901842 NA 3.749845 10.625682 7.946244 7.412812 11.245258 8.568607 12.073777 9.409645 6.557202 9.820713 6.307842 9.039353 3.397543 8.607828 9.227380 7.980801 14.976473 4.579922 5.534118 9.618841 10.2523472 11.2890057 11.4928112 2.1648828 9.5911490 12.2074558 14.1270538 8.4379027 8.3612815 6.7697466 10.7143482 6.9197715 8.5282892 11.1015223 9.7722148 4.3872798 8.5106593 7.3213888 6.6460114 10.3872768 12.2668600 9.0393534 13.3888861 6.7697466 5.4868109 10.7560950 3.1648828 1.5799042 7.2237778 8.3872768 10.7040432 9.9893129 9.8995941 9.7322068 9.8159361 4.9722377 3.3872798 0.5799525 9.9491920 6.6460114 9.7722148 6.6022891 5.2803625 10.2820946 9.0019866 7.5572018 14.2428127 11.1034839 8.3078424 7.8560464 9.1345108 11.3171692 3.5799163 3.5799163 1.5799042 11.2092785 9.3481062 8.0717750 8.8606925 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 & neck squamous cell carcinoma NA NA 3 white NA 3 3 NA NA 2 3 4 1 1 2 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 7 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 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 6 0 0 0 1 0 0 0 4 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 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 4 0 0 0 6 0 0 0 4 7 0 4 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 4 0 0 0 0 5.756513e-06 2.150023e-06 23.4782608695652 44.3478260869565 3.04347826086957 22.6086956521739 6.52173913043478 9.9399481 NA 10.4538852 1.1140338 2.4925454 10.2939444 4.4068155 6.0494957 8.7287450 17.3214614 6.5734669 8.6531940 7.9418540 NA 10.1529542 10.5037742 5.4900470 0.3770682 4.4359619 7.8473894 3.1844231 NA 9.2381565 4.2183705 10.2308990 3.8364998 10.2984148 10.1027199 10.4786076 2.2515373 3.4925454 8.5967544 4.3466946 11.9302189 9.1004460 10.3076985 10.0124854 8.3156690 6.1671471 11.7327878 3.6989963 NA 11.7443024 8.7765255 NA 9.4812315 8.5469446 10.4742239 6.5536585 -0.2078943 NA 6.1230247 2.2515373 16.3666852 16.6859990 12.5529310 11.7329713 12.0664853 0.7921057 NA 1.3770682 11.9689036 9.1049902 11.3373130 9.0970287 2.2515373 17.3801520 17.7407567 13.2112773 -1.2078943 1.3770682 3.0400332 10.9274958 0.3770682 7.7139480 6.7751006 10.1611973 10.1441505 11.0334945 15.3217970 9.1779696 3.1140338 2.6989963 12.0246780 NA 10.1844246 11.1419191 8.2939443 11.5952292 10.6570671 -1.2078943 8.7228444 10.6356357 6.3695363 -1.2078943 NA 8.1535029 4.4068155 5.4786062 8.5734669 9.0958878 12.3037363 0.7921057 -1.2078943 4.3466946 NA 10.8878338 7.7079865 12.7813242 11.1803936 9.2619219 10.2241270 NA 3.3770682 13.7296649 7.4574433 11.7852224 6.3466963 9.1608100 9.6220597 9.1196599 11.7488463 1.9620307 1.5994606 10.7184032 8.4269180 11.3090382 9.0376598 9.2637823 11.4509880 3.3156677 8.6416685 7.9367651 NA 10.6808504 1.1140338 -0.00075018 0.00694350 0.45318000 0.00000000 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 -0.00926660 0.00638710 -0.02274400 -0.00581400 -0.00304750 0.06866500 -0.40506000 0.00694350 -0.00691950 -0.00691950 -0.00691950 -0.00691950 -0.02123500 0.00360760 -0.00373950 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 -0.02479800 -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 NA 6.0958886 10.9287779 12.1474582 11.3600632 10.9078011 11.3610133 5.0958865 12.0619644 5.9819325 -0.2078943 1.7921057 7.1230236 9.3156690 10.5913887 13.5549563 4.1667958 11.3791814 7.9316582 9.2178370 8.7807917 11.3610133 -1.2078943 10.4960107 5.4214623 9.3627789 8.8901393 9.1758115 7.2557953 1.3770682 4.1140338 5.6500896 6.4715874 8.3676463 11.2360867 10.3840969 7.7257977 -1.2078943 -1.2078943 -1.207894 8.192987 11.402440 9.627360 8.086728 10.821394 9.125263 10.470707 10.775813 9.244348 10.337072 6.226736 10.295436 4.261343 11.141919 9.376130 9.651642 13.207902 8.993006 4.149658 9.618656 10.7868142 12.2182408 11.3406883 0.3770682 10.4309956 11.4682846 14.4579130 9.0588936 8.3864316 8.0798197 11.4888574 9.1172215 9.0027785 10.8409345 9.4503186 4.4359619 9.8715919 9.5436511 8.3038597 11.7443024 9.4812315 9.9930057 11.7329713 6.6249972 7.4960109 13.2112773 1.3770682 0.3770682 9.0717176 8.4556655 11.5952292 10.6570671 10.6469755 10.6356357 10.8980157 8.0112759 5.0400332 -0.2078943 10.8337834 8.1252626 9.6273681 7.5832701 4.9819303 10.8878338 10.5763330 10.2241270 12.7420250 11.1964504 10.3576853 9.7892867 7.1714851 11.1755414 5.3770682 1.1140338 5.4503172 10.8042672 9.0015605 9.2474344 10.9588979 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 & neck squamous cell carcinoma NA NA 5 white NA 3 1 NA NA 1 3 3 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.462123e-06 9.70978e-07 14.7058823529412 42.156862745098 1.96078431372549 26.4705882352941 14.7058823529412 12.7402566 0.9429836 10.7131687 0.9429836 0.6210555 10.6962171 1.7909805 5.3759604 8.6210724 16.1593673 6.8546914 8.2576971 7.7834639 -1.3789445 8.7348146 10.6458656 5.6031545 4.2357807 5.8207457 8.7934999 3.6654610 -1.3789445 7.0805042 12.3563110 10.5302153 5.9961108 10.6661493 10.3464385 9.6918641 0.6210555 2.2060493 8.7444047 -0.3789445 12.7086180 8.3859439 9.9242822 10.4575171 8.5839684 5.7909961 12.2063869 2.3215241 NA 13.0692531 8.5997827 -1.3789445 8.7400134 2.8320799 11.3515424 4.5279649 NA NA 3.9430024 0.9429836 15.3611416 15.8485921 12.5402149 11.7028886 12.0452386 NA -0.3789445 2.5279711 10.1660368 9.1159280 10.3511178 9.6026395 -1.3789445 16.9584982 17.5567438 11.5508855 -1.3789445 -0.3789445 0.9429836 11.4515875 NA 6.6266961 6.0047755 10.4694292 10.3075728 10.5962037 15.7493385 9.0557005 2.6210790 4.5037176 11.6753374 0.2060180 9.7276353 11.0008161 9.4883509 12.7115983 11.4258083 NA 8.4665623 10.5234474 8.2864081 -0.3789445 NA 6.6952144 6.8546914 5.6323002 8.5458846 9.9435637 11.4067291 -0.3789445 NA 4.8305241 NA 10.9868479 8.8121314 12.3270286 10.3254082 10.1015646 10.6047785 NA 2.0804871 13.8399004 7.4380558 11.7090323 7.2613174 10.0968057 9.3806193 5.7085349 11.6861518 0.9429836 1.6210555 10.6783872 8.9653682 11.4195441 9.8213579 8.9775244 12.5593654 3.4284238 9.2726442 8.5694394 0.2060180 9.7335118 -0.3789445 0.00551080 0.01377200 0.00541390 -0.04359600 0.00402430 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 -0.03531200 -0.00995650 -0.00802440 -0.02046700 -0.00027724 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 -0.00069303 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 -0.01064600 0.00736090 -0.00512160 -0.00512160 -0.00705760 -0.00098537 -0.00995650 -0.01904000 -0.01904000 -0.00802440 -0.00802440 -0.11533000 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 -1.3789445 6.4539620 10.9328206 11.5770853 11.1296098 10.9821936 10.9151186 NA 11.5873975 6.4914363 1.2060180 3.9064770 5.8305266 10.6118854 10.7091980 13.8418285 4.3380607 11.3755423 7.4665627 8.8982667 6.2357826 10.9151186 -1.3789445 10.2149302 3.7085404 8.4037922 8.8618636 9.5672475 8.5571508 3.3759569 -1.3789445 6.2640635 4.6434406 8.5547630 11.8245732 10.0666045 8.1089123 NA 0.9197596 -0.3789445 10.2139964 11.0863836 11.0504031 9.6538069 11.2736932 8.1446343 10.6193101 10.6122398 9.7276353 10.2527041 6.8402404 11.0725410 3.9772158 11.0008161 10.9852070 10.2996725 13.0703383 4.8498892 3.4284238 9.1573194 11.0769132 12.2908432 10.4110134 -0.3789445 10.8831672 11.1928249 14.3470738 8.1109202 9.4507949 8.6295009 12.6653810 9.4694526 8.5021862 10.6316003 9.1727805 5.8207457 10.4571226 8.5174048 7.0262136 13.0692531 8.7400134 10.0727985 11.7028886 6.5810740 6.0805042 11.5508855 0.2060180 -1.3789445 9.1679668 9.9105149 12.7115983 11.4258083 11.4404531 10.5234474 11.1219141 9.2467812 NA NA 9.9932680 8.0801556 11.2212175 4.8689978 4.3759569 10.9868479 11.5037153 10.6047785 12.5656013 10.6756766 9.9122430 10.6810926 8.7230479 10.5668818 NA 0.6210555 7.6350927 10.5237451 9.5510703 9.0047766 11.2934976 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 & neck squamous cell carcinoma NA NA 14 white hispanic or latino 3 5 NA NA 3 4 3 3 3 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 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 1.109689e-06 3.814557e-07 42.2222222222222 8.88888888888889 2.22222222222222 26.6666666666667 20 10.69164443 NA 10.29323321 1.47943753 3.64937403 9.96879824 6.41019014 5.71785735 8.68402306 16.16942954 6.73211721 8.29162934 7.44811878 0.06446902 8.75557629 10.26163118 6.38634193 7.14833726 12.04800198 7.70103887 0.80140702 0.80140702 9.21500800 11.30162451 9.85720487 0.06446902 9.97730383 9.50251320 9.92963228 0.06446902 2.38634193 7.66895517 NA 11.17402759 7.41018929 9.60357331 9.84358663 6.88884308 6.04930839 10.97805195 1.28682202 -1.52035553 10.98153796 8.64310182 2.17989317 12.63086504 2.06440003 10.85855959 4.95518724 NA -0.52056247 2.64938553 -1.52035553 15.09646026 15.68710452 13.33475123 11.31786813 12.77277997 NA -1.52035553 2.06440003 10.65967201 8.56026939 11.54183554 9.59579604 NA 16.80785524 18.80658469 11.26551742 -1.52035553 0.47943753 1.06440003 11.07003908 -1.52035553 6.83700342 2.28679245 9.87379152 10.14833701 11.06065264 14.93129097 8.65312918 1.06440003 7.32180276 11.99675233 0.47943753 10.62792861 12.17774865 11.99404280 11.95518546 10.75935277 -1.52035553 8.96024236 10.83865251 8.11969699 -1.52035553 -1.52035553 7.41069217 5.38634193 5.07936531 7.59579604 10.14523202 12.57550415 1.47943753 0.06446902 9.65437772 NA 10.19326809 7.07190958 13.68081022 12.18627178 8.77634518 6.94297656 NA 3.33743994 13.77076665 7.77407278 11.46119768 8.96024236 10.45929523 8.88346533 5.26081230 9.31944317 1.47943753 2.56691255 11.61884352 9.21754433 8.95923229 9.47380538 8.26408693 10.97380763 3.72737594 8.21246720 7.62665669 0.80140702 10.07889999 1.47943753 -0.01844100 -0.00193990 -0.00387790 0.74366000 0.72455000 -0.84042000 -0.84042000 0.00374650 0.00374650 0.03439500 0.03439500 0.03439500 -0.83503000 -0.83503000 -0.83332000 0.84317000 0.00138680 -0.84259000 0.00555290 0.00555290 -0.83720000 -0.83720000 0.00055459 0.00402430 -0.00166290 -0.00166290 0.00221930 -0.22552000 0.00000000 0.00000000 -0.00567570 -0.01844100 -0.01844100 -0.84355000 0.00249690 0.00249690 0.00249690 0.00078302 0.00889200 -0.00277070 -0.82725000 -0.82725000 0.04075100 0.00471900 0.00471900 0.00722170 -0.84739000 0.00374650 0.00374650 0.03439500 -0.83503000 -0.83332000 0.00624810 0.00624810 -0.83664000 0.00138680 -0.84259000 0.00555290 -0.00940460 -0.83785000 0.00958830 0.00958830 0.00833510 -0.83623000 -0.87694000 0.00402430 -0.83300000 -0.00166290 -0.80642000 -0.01945200 0.00791750 -0.22552000 -0.22552000 -0.22552000 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 NA 6.3374328 10.8444074 10.6431017 11.2185997 11.4003631 10.5166558 4.5669125 12.4263583 6.7877916 -0.5205625 5.9632683 6.9306628 10.1975568 10.5645925 14.5134772 4.1807208 11.2687819 8.6643275 7.8237481 7.7178567 10.5166558 -1.5203555 9.5635961 5.8281797 9.0923851 4.0941600 8.5101193 8.0654285 4.8013811 1.0644000 3.8370047 7.7555766 7.8674690 9.4124049 10.6013093 8.3742696 2.5669125 9.8299935 -1.520356 4.854489 8.203966 9.480853 11.146342 12.803281 8.950111 11.821249 10.598717 7.873915 9.952650 10.059239 11.386155 5.848307 12.177749 9.972807 8.911994 13.059129 10.548902 4.386342 9.600338 9.13766362 12.49434428 14.05357247 3.00300849 10.85774685 11.26081177 14.98392687 8.02054887 9.51287495 8.99317957 12.14778306 9.41658306 9.96779429 12.60841138 9.58011439 12.04800198 9.18767374 10.06488406 8.66432745 10.98153796 12.63086504 9.77751457 11.31786813 7.11244680 6.89307942 11.26551742 1.64938553 -1.52035553 8.75673944 8.85449161 11.95518546 10.75935277 10.26040186 10.83865251 11.11176570 6.42781901 0.06446902 NA 9.50904298 8.03392565 11.94310411 11.06135870 3.83700468 10.19326809 9.98625548 6.94297656 12.62697498 11.36781480 10.03019881 9.81763125 8.68035073 10.57616715 1.80136563 0.47943753 10.20225951 11.46142240 9.35673608 9.10880852 11.49852145 8.32023013 9.67605421 4.03403959 TCGA-WA-A7GZ 58 1 625 NA head and neck NA t2 n0 NA male 2012 NA no head & 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 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 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 4 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 2 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 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 0 0 0 0 4 0 4 0 0 0 0 6.033935e-06 2.150023e-06 21.8106995884774 34.9794238683128 4.11522633744856 20.9876543209877 18.1069958847737 8.5882694 -1.2108968 10.2183946 2.5963389 5.7431837 10.7829876 9.3435766 6.0651113 8.4036976 15.7806204 6.4256120 7.7315023 8.9066309 NA 8.3889007 7.9131090 6.3046881 3.7889884 3.7431810 8.4649447 2.2484134 2.1109311 9.0428353 5.6218790 11.2710394 4.9387327 10.8506965 10.5296118 10.1086600 1.4625235 2.2484134 8.8800925 2.5963389 13.0792227 9.1377159 9.4881958 11.1753892 6.2808413 6.0743898 12.2224428 3.2484134 1.1108977 14.2177078 8.9862044 NA 11.7789144 8.6522294 11.8997973 5.6958797 -0.1684470 NA 5.2484210 -0.2110638 15.2692070 15.9407233 12.7606688 11.7900441 13.3153036 0.3739544 NA 3.8333860 11.5908982 9.0627834 11.8909635 10.0244038 -1.2108968 18.0089790 18.6854678 12.4264051 2.1109311 0.3739544 3.3125490 11.6741122 3.7889884 8.4789860 4.8333810 11.1889092 11.1352245 9.6383928 15.8500109 9.5629512 7.8523828 2.3739544 10.1775434 1.3739544 10.1018708 10.9453775 9.2576118 11.8332111 11.2319313 5.7197256 8.4237987 10.6924931 8.2808408 1.3739544 2.6958825 6.8678853 4.3435784 7.0881957 9.2256993 9.8388363 11.0502013 3.0369077 1.7889780 6.8975127 1.7889780 10.1426861 8.4842163 12.3735981 11.7389968 8.7792338 10.9422232 0.3739544 4.8333810 12.6708665 8.5287686 10.9688969 10.2225732 10.3293533 9.7268324 11.8986552 10.6551076 2.7889780 2.1109311 11.7186161 10.0841828 11.6115587 9.3673606 9.2535336 11.6581960 3.0369077 8.7424715 9.0475539 6.0463754 10.5006548 0.3739544 0.076135 -0.623890 1.076100 1.212100 0.743850 -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 0.660140 1.118200 -0.274560 -0.212800 -0.225760 -1.259600 0.676040 -0.531440 0.043723 -0.542700 -0.571200 -0.526040 -0.579790 -0.550660 -0.173100 -0.183220 -0.281600 -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 -0.240940 0.371010 0.121820 -0.549250 0.055088 0.072971 0.037641 0.036935 0.035242 0.018383 0.062508 -0.601970 0.000000 0.051103 -0.114280 -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 0.660 0.660 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 0.660 0.660 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 1.958917 6.788988 11.710829 11.392846 11.653367 10.386575 11.500440 9.610762 11.358369 6.811355 2.788978 4.570348 6.557173 9.761250 10.472421 12.862962 3.509265 11.371130 8.676209 8.580037 5.543876 11.500440 -1.210897 10.710457 2.958917 8.215546 6.288833 8.703343 8.835962 4.461411 3.110914 7.060078 6.101871 9.391687 8.744638 9.321344 7.573623 3.248413 2.788978 0.3739544 4.1465412 12.4664872 12.5027921 11.5415775 11.7581944 9.7726940 12.3361233 11.7578346 7.3435766 10.6917398 6.5100869 9.9118157 6.2740920 10.9453775 7.6027686 9.9488591 13.4567785 9.0881959 NA 11.1151363 10.636045 12.414354 11.864300 -1.210897 11.353614 10.917949 14.225925 9.460529 9.459644 8.440039 11.918915 9.924973 8.097327 11.373011 8.845626 3.743181 10.998441 8.358843 4.516910 14.217708 11.778914 10.431491 11.790044 6.871136 3.695882 12.426405 2.876448 NA 9.874460 9.200499 11.833211 11.231931 10.144339 10.692493 11.958913 9.239168 2.110931 7.570348 10.273876 6.833382 10.506236 4.811358 4.248421 10.142686 11.385876 10.942223 11.940797 10.237620 10.629372 8.667039 7.236071 9.841556 -1.210897 6.065111 5.036916 9.044854 9.781926 10.078430 10.480731 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 & neck squamous cell carcinoma 25 1963 NA white not hispanic or latino 3 1 NA NA 4 1 5 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 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.566156e-06 6.588779e-07 26.5957446808511 32.9787234042553 4.25531914893617 14.8936170212766 21.2765957446809 10.2282405 2.6803919 10.6999728 3.7678455 5.7027490 10.8714413 5.7889075 8.0068113 8.5992453 15.5733754 7.0023098 8.4941632 7.6519257 -0.3195856 9.0467044 8.5037494 5.5318805 6.3097383 3.5872690 9.5492046 1.6803694 2.0023065 10.6029665 8.0157724 11.2983086 4.4877372 10.0213448 10.2311289 10.5599653 1.8757408 4.4877372 9.7779402 1.2653169 15.5253330 9.6916094 9.1842079 10.9926978 8.2349712 7.9471688 10.6598073 4.3808195 0.6804144 12.1160523 9.0918931 0.6804144 10.9085995 7.0896030 11.0897730 7.0291105 NA 2.0023065 2.6803919 NA 15.1080727 15.6796827 12.4004125 10.3764802 12.1629380 1.6803694 1.2653169 4.9657843 11.7592000 8.6490488 10.7484886 9.6662240 1.2653169 16.4494838 17.3104714 10.8745233 -0.3195856 2.8502994 4.0023065 11.5172214 3.3808264 10.8478002 4.0726975 11.0919990 10.2107885 10.3589822 15.4387094 9.6007349 7.5872727 5.2349726 11.1946030 0.6804144 10.1581403 11.3883666 8.5660784 11.6905605 11.4095779 3.5872690 8.7027500 11.0801940 6.6803820 1.2653169 1.2653169 6.3678620 6.6345787 7.8652576 9.2330511 11.3950569 10.5835107 8.2802947 2.0023065 5.2039450 NA 10.6598073 8.6022230 12.5899002 10.7138051 10.6236514 10.7718174 NA 4.2653469 13.1766117 8.4117012 11.1722352 9.0467044 10.1029725 9.4633310 9.7744598 11.1906517 4.9657843 3.0023065 9.4167840 9.4682846 11.2473874 10.2960117 9.9283096 11.6504880 3.2653469 10.4399207 9.0791258 2.6803919 9.2137118 2.4877436 -0.0308130 -0.0308130 0.0000000 0.0167050 0.0167050 0.3944600 0.0372940 -0.0055375 -0.0055375 0.1746800 0.1746800 0.2837400 -0.1425300 -0.1425300 0.9834900 -0.0693320 0.0401850 0.0401850 -0.0190400 -0.0146410 0.0208720 0.0208720 -0.0239440 0.0088920 -0.2041100 -0.2041100 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 0.0788710 0.0167050 0.0167050 -0.0317730 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 0.0417460 0.0417460 0.0088920 0.0088920 -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 3.6803806 6.9750030 10.9037805 10.5507468 11.1418615 10.4917567 10.4601014 10.5321311 10.5804941 9.1087422 -0.3195856 4.7247758 7.7625309 10.7151810 10.8708241 13.1797297 3.5492625 12.0603019 8.4747978 8.6148099 6.5752004 10.4601014 NA 10.3721256 6.0726997 9.4839965 6.8898349 10.0357332 8.7206444 4.6345758 10.9271227 9.1620202 6.1398133 8.5599651 9.0246779 9.6461664 7.6287495 1.6803694 4.1398133 -0.3195856 5.1398133 11.7605334 11.2078297 11.1439064 11.2243805 9.7288690 10.7698326 11.6544381 7.9657843 10.3015181 7.7356643 10.3756103 5.5807666 11.3883666 10.9830210 10.5683642 13.0586688 9.5827571 -0.3195856 10.1662114 10.9342296 11.7757791 11.1238437 3.1398133 11.4989643 10.7089788 14.2203260 9.3510384 8.3808216 8.8995506 11.5231253 9.2026694 8.8096649 10.3233363 9.6957971 3.5872690 10.7764383 8.7571976 9.2521346 12.1160523 10.9085995 10.5797390 10.3764802 6.3946273 8.0246782 10.8745233 1.6803694 -0.3195856 9.4518715 10.3572207 11.6905605 11.4095779 11.1061225 11.0801940 11.0929519 9.8006199 2.6803919 4.8503094 10.2463410 8.3624988 12.1614246 7.2578112 4.9283087 10.6598073 11.7186152 10.7718174 12.5507468 10.5344713 10.4853197 9.4252159 8.4715448 10.4218491 2.8502994 1.6803694 9.2156575 9.8202787 9.8664963 9.9921304 11.5301781 7.6111193 10.4285749 5.9657843 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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0.006165449 0.07699767 6.76903e-13 0.05051347 0.01162598 4.061418e-13 0.02458878 0.05447946 0.01016556 1.528108e-10 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.2196e-05 1.9493e-08 4.7635e-57 6.6095e-05 0.018866 0.00014957 0.026047 1.2742e-52 1.4032e-10 6.1818e-19 2.8683e-07 5.9927e-22 8.6449e-11 1.4368e-08 6.4212e-14 0.22558 0.00038352 7.9657e-252 0.00099519 1.2936e-10 7.5451e-12 0.0020352 0.094823 7.0496e-05 3.9504e-06 2.8817e-06 5.7791e-06 0.0095371 7.0766e-07 7.836e-19 0.038263 7.8713e-31 1.6309e-42 1.278e-25 0.036149 0.0010943 1.1594e-06 1.2348e-10 0.00046209 0.00087216 1.0151e-05 4.6829e-09 9.0308e-36 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