tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_primary_site_of_disease CLI_neoplasm_diseasestage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage CLI_dcc_upload_date CLI_gender CLI_date_of_initial_pathologic_diagnosis CLI_days_to_last_known_alive CLI_radiation_therapy CLI_histological_type CLI_radiations_radiation_regimenindication CLI_number_pack_years_smoked CLI_year_of_tobacco_smoking_onset CLI_number_of_lymph_nodes CLI_race CLI_ethnicity CLI_batch_number CLUS_CN_cNMF CLUS_Methlyation_cNMF CLUS_RPPA_cNMF CLUS_RPPA_cHierarchical CLUS_mRNAseq_cNMF CLUS_mRNAseq_cHierarchical CLUS_miRseq_cNMF CLUS_miRseq_cHierarchical CLUS_miRseq_Mature_cNMF CLUS_miRseq_Mature_cHierarchical SMG_mutsig2.0_ADAM19_cosmic SMG_mutsig2.0_AGTR1 SMG_mutsig2.0_B2M SMG_mutsig2.0_BRAF_cosmic SMG_mutsig2.0_C5orf38 SMG_mutsig2.0_C6 SMG_mutsig2.0_C6orf136 SMG_mutsig2.0_CASP8 SMG_mutsig2.0_CBWD1 SMG_mutsig2.0_CD1E SMG_mutsig2.0_CDKN2A SMG_mutsig2.0_CFHR4 SMG_mutsig2.0_CNTNAP5 SMG_mutsig2.0_CTCF SMG_mutsig2.0_CUL3 SMG_mutsig2.0_DCAF12L2 SMG_mutsig2.0_DOK6 SMG_mutsig2.0_DPP10 SMG_mutsig2.0_EBF3_cosmic SMG_mutsig2.0_EP300 SMG_mutsig2.0_EPDR1 SMG_mutsig2.0_EPHA2 SMG_mutsig2.0_EYA1 SMG_mutsig2.0_FAM150A SMG_mutsig2.0_FAM19A2 SMG_mutsig2.0_FAT1 SMG_mutsig2.0_FBXW7 SMG_mutsig2.0_FCRL4 SMG_mutsig2.0_FGFR3_cosmic SMG_mutsig2.0_GATA2 SMG_mutsig2.0_GRXCR1 SMG_mutsig2.0_HBG2 SMG_mutsig2.0_HIST1H3C SMG_mutsig2.0_HLA-A SMG_mutsig2.0_HLA-B SMG_mutsig2.0_HRAS SMG_mutsig2.0_ITGA8 SMG_mutsig2.0_KCNT2 SMG_mutsig2.0_KEAP1 SMG_mutsig2.0_KHDRBS2 SMG_mutsig2.0_KIR3DL2 SMG_mutsig2.0_LCP1 SMG_mutsig2.0_LIN28B SMG_mutsig2.0_MAPK1 SMG_mutsig2.0_MEFV_cosmic SMG_mutsig2.0_NEDD8 SMG_mutsig2.0_NEUROD6 SMG_mutsig2.0_NFE2L2 SMG_mutsig2.0_NLRP8_cosmic SMG_mutsig2.0_NOTCH1 SMG_mutsig2.0_NPFFR2 SMG_mutsig2.0_NRF1 SMG_mutsig2.0_NSD1 SMG_mutsig2.0_NXPH1 SMG_mutsig2.0_OR2L13 SMG_mutsig2.0_OR2M2 SMG_mutsig2.0_OR2M5 SMG_mutsig2.0_OR5D13 SMG_mutsig2.0_OR5L1 SMG_mutsig2.0_PIK3CA SMG_mutsig2.0_PIK3R1_cosmic SMG_mutsig2.0_POM121L12 SMG_mutsig2.0_POTEG SMG_mutsig2.0_PRB2 SMG_mutsig2.0_PSG8 SMG_mutsig2.0_PTEN SMG_mutsig2.0_RAC1 SMG_mutsig2.0_RASA1 SMG_mutsig2.0_RB1_cosmic SMG_mutsig2.0_REG1B SMG_mutsig2.0_RHOA SMG_mutsig2.0_SMAD4 SMG_mutsig2.0_SPANXN2 SMG_mutsig2.0_SPATA16 SMG_mutsig2.0_TGFBR2 SMG_mutsig2.0_TP53 SMG_mutsig2.0_TRIM43 SMG_mutsig2.0_ULK2 SMG_mutsig2.0_ZNF676 SMG_mutsig2.0_ZNF750 SMG_mutsig.CV_ADAM19_cosmic SMG_mutsig.CV_ADCY8 SMG_mutsig.CV_ADSS SMG_mutsig.CV_ASXL1 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_CDKN2A 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_DST SMG_mutsig.CV_EBF3_cosmic SMG_mutsig.CV_EP300 SMG_mutsig.CV_EPB41L3 SMG_mutsig.CV_EPDR1 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_GATA3 SMG_mutsig.CV_GFRA4 SMG_mutsig.CV_GPR123 SMG_mutsig.CV_HFM1 SMG_mutsig.CV_HIST1H1B SMG_mutsig.CV_HLA-A SMG_mutsig.CV_HLA-B SMG_mutsig.CV_HNRNPL SMG_mutsig.CV_HRAS SMG_mutsig.CV_HUWE1 SMG_mutsig.CV_IL1RAPL1 SMG_mutsig.CV_KCNT2 SMG_mutsig.CV_KEAP1 SMG_mutsig.CV_KRT5 SMG_mutsig.CV_LRRC4C SMG_mutsig.CV_MAPK1 SMG_mutsig.CV_MEFV_cosmic SMG_mutsig.CV_MRPS15 SMG_mutsig.CV_NECAB1 SMG_mutsig.CV_NF2 SMG_mutsig.CV_NFE2L2 SMG_mutsig.CV_NLRP8_cosmic SMG_mutsig.CV_NOTCH1 SMG_mutsig.CV_NOTCH2 SMG_mutsig.CV_NPFFR2 SMG_mutsig.CV_NSD1 SMG_mutsig.CV_OLFM3 SMG_mutsig.CV_OR2M5 SMG_mutsig.CV_OR8U1 SMG_mutsig.CV_PIK3CA SMG_mutsig.CV_PIK3R1_cosmic SMG_mutsig.CV_PPP1R9A SMG_mutsig.CV_PRIMA1 SMG_mutsig.CV_PTEN SMG_mutsig.CV_PTH2R SMG_mutsig.CV_RAC1 SMG_mutsig.CV_RB1 SMG_mutsig.CV_RELN SMG_mutsig.CV_RHOA SMG_mutsig.CV_RIMS2 SMG_mutsig.CV_SI SMG_mutsig.CV_SMAD4 SMG_mutsig.CV_STEAP4 SMG_mutsig.CV_TBC1D10A SMG_mutsig.CV_TGFBR2 SMG_mutsig.CV_TP53 SMG_mutsig.CV_USP9X SMG_mutsig.CV_VPS33B SMG_mutsig.CV_ZFP36L2 SMG_mutsig.CV_ZNF750 SMG_mutsig.CV_ZNF835 SMG_mutsig.CV_ZNF880 SMG_mutsig.2CV_ADAM19_cosmic SMG_mutsig.2CV_ARID2 SMG_mutsig.2CV_ASXL1 SMG_mutsig.2CV_B2M SMG_mutsig.2CV_BRAF_cosmic SMG_mutsig.2CV_CASP8 SMG_mutsig.2CV_CBWD1 SMG_mutsig.2CV_CDKN2A SMG_mutsig.2CV_CES2 SMG_mutsig.2CV_CREBBP SMG_mutsig.2CV_CTCF SMG_mutsig.2CV_EBF3_cosmic SMG_mutsig.2CV_EP300 SMG_mutsig.2CV_EPHA2 SMG_mutsig.2CV_FAT1 SMG_mutsig.2CV_FBXW7 SMG_mutsig.2CV_FGFR3_cosmic SMG_mutsig.2CV_HLA-A SMG_mutsig.2CV_HLA-B SMG_mutsig.2CV_HNRNPL SMG_mutsig.2CV_HRAS SMG_mutsig.2CV_HUWE1 SMG_mutsig.2CV_IRS4 SMG_mutsig.2CV_ITGB1 SMG_mutsig.2CV_KDM6A SMG_mutsig.2CV_KEAP1 SMG_mutsig.2CV_KRT5 SMG_mutsig.2CV_LRRC37B SMG_mutsig.2CV_MAPK1 SMG_mutsig.2CV_MEFV_cosmic SMG_mutsig.2CV_NAP1L2 SMG_mutsig.2CV_NFE2L2 SMG_mutsig.2CV_NLRP8_cosmic SMG_mutsig.2CV_NOTCH1 SMG_mutsig.2CV_NSD1 SMG_mutsig.2CV_PIK3CA SMG_mutsig.2CV_PIK3R1 SMG_mutsig.2CV_PPFIA4 SMG_mutsig.2CV_PTEN SMG_mutsig.2CV_RAC1 SMG_mutsig.2CV_RASA1 SMG_mutsig.2CV_RB1 SMG_mutsig.2CV_RGL4 SMG_mutsig.2CV_RHOA SMG_mutsig.2CV_SMAD4 SMG_mutsig.2CV_TGFBR2 SMG_mutsig.2CV_TIGD4 SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_VPS33B SMG_mutsig.2CV_ZNF750 rate_non rate_sil SMG_ADAM19_mRNA SMG_ADCY8_mRNA SMG_ADSS_mRNA SMG_AGTR1_mRNA SMG_ARID2_mRNA SMG_ASXL1_mRNA SMG_ATXN3_mRNA SMG_B2M_mRNA SMG_BRAF_mRNA SMG_C1orf159_mRNA SMG_C5orf38_mRNA SMG_C6orf136_mRNA SMG_C6_mRNA SMG_CASP8_mRNA SMG_CBWD1_mRNA SMG_CD1E_mRNA SMG_CDKN2A_mRNA SMG_CES2_mRNA SMG_CFHR4_mRNA SMG_CNTNAP5_mRNA SMG_COL11A1_mRNA SMG_COL22A1_mRNA SMG_CREBBP_mRNA SMG_CSMD3_mRNA SMG_CSNK2A1_mRNA SMG_CTCF_mRNA SMG_CUL3_mRNA SMG_DCAF12L2_mRNA SMG_DCDC1_mRNA SMG_DOK6_mRNA SMG_DPP10_mRNA SMG_DST_mRNA SMG_EBF3_mRNA SMG_EP300_mRNA SMG_EPB41L3_mRNA SMG_EPDR1_mRNA SMG_EPHA2_mRNA SMG_EYA1_mRNA SMG_FAM150A_mRNA SMG_FAM19A2_mRNA SMG_FAT1_mRNA SMG_FBXW7_mRNA SMG_FCRL4_mRNA SMG_FGFR3_mRNA SMG_FLG_mRNA SMG_FOSL2_mRNA SMG_GATA2_mRNA SMG_GATA3_mRNA SMG_GPR123_mRNA SMG_HBG2_mRNA SMG_HFM1_mRNA SMG_HIST1H1B_mRNA SMG_HIST1H3C_mRNA SMG_HLA-A_mRNA SMG_HLA-B_mRNA SMG_HNRNPL_mRNA SMG_HRAS_mRNA SMG_HUWE1_mRNA SMG_IL1RAPL1_mRNA SMG_IRS4_mRNA SMG_ITGA8_mRNA SMG_ITGB1_mRNA SMG_KCNT2_mRNA SMG_KDM6A_mRNA SMG_KEAP1_mRNA SMG_KIR3DL2_mRNA SMG_KRT5_mRNA SMG_LCP1_mRNA SMG_LIN28B_mRNA SMG_LRRC37B_mRNA SMG_LRRC4C_mRNA SMG_MAPK1_mRNA SMG_MEFV_mRNA SMG_MRPS15_mRNA SMG_NAP1L2_mRNA SMG_NECAB1_mRNA SMG_NEDD8_mRNA SMG_NF2_mRNA SMG_NFE2L2_mRNA SMG_NOTCH1_mRNA SMG_NOTCH2_mRNA SMG_NPFFR2_mRNA SMG_NRF1_mRNA SMG_NSD1_mRNA SMG_NXPH1_mRNA SMG_OR2L13_mRNA SMG_PIK3CA_mRNA SMG_PIK3R1_mRNA SMG_PPFIA4_mRNA SMG_PPP1R9A_mRNA SMG_PRB2_mRNA SMG_PRIMA1_mRNA SMG_PSG8_mRNA SMG_PTEN_mRNA SMG_PTH2R_mRNA SMG_RAC1_mRNA SMG_RASA1_mRNA SMG_RB1_mRNA SMG_RELN_mRNA SMG_RGL4_mRNA SMG_RHOA_mRNA SMG_RIMS2_mRNA SMG_SMAD4_mRNA SMG_STEAP4_mRNA SMG_TBC1D10A_mRNA SMG_TGFBR2_mRNA SMG_TIGD4_mRNA SMG_TP53_mRNA SMG_ULK2_mRNA SMG_USP9X_mRNA SMG_VPS33B_mRNA SMG_ZFP36L2_mRNA SMG_ZNF676_mRNA SMG_ZNF750_mRNA SMG_ZNF835_mRNA SMG_ZNF880_mRNA Amp_2q11.2 Amp_2q31.2 Amp_3q26.33 Amp_5p15.33 Amp_6p12.1 Amp_6q12 Amp_7p11.2 Amp_7q21.3 Amp_8p11.23 Amp_8q11.21 Amp_8q24.21 Amp_9p24.1 Amp_9p23 Amp_9p13.3 Amp_9q34.3 Amp_11p13 Amp_11q13.3 Amp_12p13.33 Amp_12q15 Amp_13q22.1 Amp_13q34 Amp_15q26.3 Amp_17q12 Amp_18p11.31 Amp_18q11.2 Amp_19p13.2 Amp_20p12.2 Amp_20q11.22 Amp_Xq28 Del_1p36.21 Del_1p13.2 Del_1q44 Del_2q21.2 Del_2q22.1 Del_2q36.2 Del_3p26.2 Del_3p24.1 Del_3p14.2 Del_3p12.1 Del_4p15.2 Del_4q21.3 Del_4q22.1 Del_4q35.2 Del_5q12.1 Del_5q15 Del_5q35.3 Del_6p25.3 Del_7q31.1 Del_7q36.1 Del_8p23.2 Del_9p21.3 Del_9q21.11 Del_10p15.3 Del_10p11.21 Del_10q23.31 Del_11p15.5 Del_11q23.1 Del_12q24.33 Del_13q12.11 Del_13q14.2 Del_14q11.2 Del_14q32.32 Del_15q15.1 Del_16q23.1 Del_16q23.3 Del_17p11.2 Del_17q25.3 Del_18q21.2 Del_18q23 Del_19p13.3 Del_19q13.43 Del_21q22.3 Del_Xp22.2 Del_Xp21.3 Del_Xq21.33 CN_10p_Amp CN_10q_Amp CN_11p_Amp CN_11q_Amp CN_12p_Amp CN_12q_Amp CN_13q_Amp CN_14q_Amp CN_15q_Amp CN_16p_Amp CN_16q_Amp CN_17p_Amp CN_17q_Amp CN_18p_Amp CN_18q_Amp CN_19p_Amp CN_19q_Amp CN_1p_Amp CN_1q_Amp CN_20p_Amp CN_20q_Amp CN_21q_Amp CN_22q_Amp CN_2p_Amp CN_2q_Amp CN_3p_Amp CN_3q_Amp CN_4p_Amp CN_4q_Amp CN_5p_Amp CN_5q_Amp CN_6p_Amp CN_6q_Amp CN_7p_Amp CN_7q_Amp CN_8p_Amp CN_8q_Amp CN_9p_Amp CN_9q_Amp CN_Xp_Amp CN_Xq_Amp CN_10p_Del CN_10q_Del CN_11p_Del CN_11q_Del CN_12p_Del CN_12q_Del CN_13q_Del CN_14q_Del CN_15q_Del CN_16p_Del CN_16q_Del CN_17p_Del CN_17q_Del CN_18p_Del CN_18q_Del CN_19p_Del CN_19q_Del CN_1p_Del CN_1q_Del CN_20p_Del CN_20q_Del CN_21q_Del CN_22q_Del CN_2p_Del CN_2q_Del CN_3p_Del CN_3q_Del CN_4p_Del CN_4q_Del CN_5p_Del CN_5q_Del CN_6p_Del CN_6q_Del CN_7p_Del CN_7q_Del CN_8p_Del CN_8q_Del CN_9p_Del CN_9q_Del CN_Xp_Del CN_Xq_Del Amp_ABL1_9q34.3_mRNA Amp_ATP2B3_Xq28_mRNA Amp_BRD3_9q34.3_mRNA Amp_CD274_9p24.1_mRNA Amp_CDK6_7q21.3_mRNA Amp_EGFR_7p11.2_mRNA Amp_EHF_11p13_mRNA Amp_ERBB2_17q12_mRNA Amp_FGFR1_8p11.23_mRNA Amp_FNBP1_9q34.3_mRNA Amp_G6PD_Xq28_mRNA Amp_IGF1R_15q26.3_mRNA Amp_JAK2_9p24.1_mRNA Amp_KDM5A_12p13.33_mRNA Amp_KLF4_9q34.3_mRNA Amp_MDM2_12q15_mRNA Amp_MTCP1_Xq28_mRNA Amp_NFE2L2_2q31.2_mRNA Amp_NFIB_9p23_mRNA Amp_NOTCH1_9q34.3_mRNA Amp_NUP214_9q34.3_mRNA Amp_PHF3_6q12_mRNA Amp_RALGDS_9q34.3_mRNA Amp_RPL10_Xq28_mRNA Amp_SET_9q34.3_mRNA Amp_SOX2_3q26.33_mRNA Amp_TAL2_9q34.3_mRNA Amp_TERT_5p15.33_mRNA Amp_TSC1_9q34.3_mRNA Amp_WHSC1L1_8p11.23_mRNA Del_ACSL3_2q36.2_mRNA Del_AKT1_14q32.32_mRNA Del_ALDH2_12q24.33_mRNA Del_ANKS1B_12q24.33_mRNA Del_ARID1A_1p36.21_mRNA Del_ATIC_2q36.2_mRNA Del_ATP1A1_1p13.2_mRNA Del_BCL11B_14q32.32_mRNA Del_BCL2_18q21.2_mRNA Del_BCL7A_12q24.33_mRNA Del_BCL9_1p13.2_mRNA Del_BTG1_12q24.33_mRNA Del_BUB1B_15q15.1_mRNA Del_CAMTA1_1p36.21_mRNA Del_CARS_11p15.5_mRNA Del_CCNB1IP1_14q11.2_mRNA Del_CDKN2A_9p21.3_mRNA Del_DICER1_14q32.32_mRNA Del_EZH2_7q36.1_mRNA Del_FAM46C_1p13.2_mRNA Del_FAT1_4q35.2_mRNA Del_FHIT_3p14.2_mRNA Del_GOLGA5_14q32.32_mRNA Del_HRAS_11p15.5_mRNA Del_IMMP2L_7q31.1_mRNA Del_IRF4_6p25.3_mRNA Del_LRP1B_2q22.1_mRNA Del_MALT1_18q21.2_mRNA Del_MDS2_1p36.21_mRNA Del_MPHOSPH8_13q12.11_mRNA Del_NEDD9_6p25.3_mRNA Del_NOTCH1_9q34.3_mRNA Del_NOTCH2_1p13.2_mRNA Del_NRAS_1p13.2_mRNA Del_NSD1_5q35.3_mRNA Del_NUP98_11p15.5_mRNA Del_PAX3_2q36.2_mRNA Del_PAX7_1p36.21_mRNA Del_PDE4D_5q12.1_mRNA Del_PDE4DIP_1p13.2_mRNA Del_POU2AF1_11q23.1_mRNA Del_PRDM16_1p36.21_mRNA Del_PTEN_10q23.31_mRNA Del_PTPN11_12q24.33_mRNA Del_RB1_13q14.2_mRNA Del_RPL22_1p36.21_mRNA Del_SDHB_1p36.21_mRNA Del_SDHD_11q23.1_mRNA Del_SH2B3_12q24.33_mRNA Del_SMAD4_18q21.2_mRNA Del_SMYD3_1q44_mRNA Del_STK11_19p13.3_mRNA Del_TCF12_15q15.1_mRNA Del_TCL1A_14q32.32_mRNA Del_TCL6_14q32.32_mRNA Del_TMPRSS2_21q22.3_mRNA Del_TNFRSF14_1p36.21_mRNA Del_TRIM33_1p13.2_mRNA Del_TRIP11_14q32.32_mRNA Del_WWOX_16q23.1_mRNA Del_ZMYND11_10p15.3_mRNA Del_ZNF132_19q13.43_mRNA TCGA-4P-AA8J 66 0 NA 102 head and neck stage iva t2 n2c mx 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA NA 6 black or african american not hispanic or latino 403.15.0 1 1 NA NA 1 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3432184 NA 10.0935360 3.9454111 8.2114523 10.6629548 8.8073707 16.1670992 6.5110125 8.5399641 9.0447108 8.7088270 -0.6985294 8.8958839 10.1233332 6.4411099 5.0020004 11.2572091 -0.6985294 0.8865111 11.4817792 9.5858050 10.0845574 0.3015876 10.0572814 9.7330569 10.4002493 0.3015876 -0.6985294 3.5494844 NA 12.8218096 6.1963769 9.6041981 7.9490178 8.2845530 10.2211674 4.8865209 2.1089258 1.6234923 10.6624063 8.4100837 3.3890161 11.1221371 5.1842009 11.2054411 7.9051854 8.9399952 4.1089175 NA 0.8865111 -0.6985294 1.3015876 15.2196056 16.3230684 12.6389024 11.6377868 12.0305426 -0.6985294 NA 3.8251242 14.8016231 3.2084548 8.2702262 11.5712704 2.6234923 17.9436709 11.8580653 NA 7.2788388 1.6234923 10.4808463 3.8251242 10.7563726 7.0894621 5.6234865 11.2285964 9.9445135 11.3558244 10.1579848 10.2426068 3.1089091 8.5399641 10.0472335 0.8865111 NA 8.2731028 9.4217970 7.6938765 1.3015876 -0.6985294 3.9454111 2.9546244 10.4276183 5.9309147 12.8686835 9.4184360 9.3837082 5.4513067 4.0316599 13.1467552 6.3349829 8.9950463 8.3377329 9.1666429 10.4601690 1.3015876 9.6841834 8.6053399 10.8902739 8.6656941 12.0413398 1.8865111 8.2293370 2.7609873 4.7609927 0.02193500 -0.03975200 0.03602300 0.81349000 0.00000000 0.00000000 0.06013200 0.06013200 -0.36992000 0.39768000 0.39402000 0.00032788 0.00296400 -0.37433000 0.04632700 0.02067400 0.02067400 0.18394000 0.02244800 0.02642500 -0.02762100 -0.05720100 0.02684000 0.03585700 0.38739000 0.39386000 0.02459900 0.03064300 -0.01910400 -0.08328400 -0.10101000 0.00227000 -0.03619200 -0.03619200 -0.03526300 -0.36810000 -0.36810000 -0.36810000 -0.36109000 -0.09203300 -0.42829000 -0.04964500 -0.04680400 0.00088257 -0.00396570 -0.00269160 -0.37647000 0.03850400 0.03850400 -0.39482000 0.00296400 0.02811100 0.00213120 -0.00050386 -0.03370500 0.02067400 0.02067400 0.02221500 0.02333700 0.02825100 -0.29540000 -0.32201000 -0.05720100 0.03247300 0.03247300 0.02095400 0.03092400 -0.70609000 -0.41446000 -0.37365000 0.40350000 -0.10350000 0.00018924 -0.01910400 -0.01910400 0.000 0.000 0.000 0.000 0.161 0.000 0.000 -0.298 0.000 -0.133 0.000 0.000 0.000 0.000 -0.360 0.000 0.369 -0.101 -0.101 0.000 0.000 -0.110 -0.312 0.000 0.000 -0.361 0.000 0.000 0.000 0.757 0.000 0.000 0.000 0.000 0.000 0.034 0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.161 0.000 0.000 -0.298 0.000 -0.133 0.000 0.000 0.000 0.000 -0.360 0.000 0.369 -0.101 -0.101 0.000 0.000 -0.110 -0.312 0.000 0.000 -0.361 0.000 0.000 0.000 0.757 0.000 0.000 0.000 0.000 0.000 0.034 0.394 0.000 0.000 0.000 0.000 10.9535079 NA 9.0865211 5.7445029 11.0311800 9.4975465 8.7914071 11.7421689 10.0175212 9.6667880 10.4836369 10.8431399 7.7609907 10.3113879 8.4074679 9.5938809 4.4000119 11.3558244 9.4179031 10.1579848 10.3696657 9.8270800 11.1880180 13.5647243 12.6288312 6.2204228 0.8865111 4.6234865 9.2528440 8.7833588 10.3106880 11.6825614 10.6155759 0.8865111 10.3507271 11.0656015 13.0608212 8.4814685 6.5869614 8.6234872 8.2816987 11.4926185 8.1558044 9.1903025 10.9313712 9.4308422 5.0020004 9.6776846 8.1811423 8.3810441 10.6624063 2.7609873 10.1273130 11.6377868 6.5683453 6.9810398 3.1089091 8.4334160 1.3015876 9.1056904 8.8348891 10.1579848 10.2426068 9.4087764 10.0472335 10.6574609 5.8714149 2.6234923 7.7878712 10.9047219 8.9199449 5.2788397 10.4276183 10.3636054 9.3837082 12.5375734 10.5225421 10.3120873 9.2659000 8.9950463 9.3294652 10.4404710 9.4321297 3.1089091 3.8865209 6.9309159 10.5741890 8.5134477 9.4752363 7.9704442 9.9354627 5.5494874 TCGA-BA-4074 69 1 462 462 head and neck stage iva t2 n2c m0 19-3-2015 male 2003 437 NA head and neck squamous cell carcinoma no 51 1951 5 white not hispanic or latino 54.67.0 2 2 1 1 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.954491e-06 1.318164e-06 9.7924053 NA 10.9476963 4.4057201 9.1789489 9.6816748 8.2017887 17.5582630 7.1121997 7.8166528 6.5843613 7.9686559 0.2092662 9.1111949 9.1846929 3.4823449 5.3522818 9.4163369 1.2093286 NA 10.8755465 8.7905231 8.9906821 -1.3755715 9.2879180 9.4469309 10.5054740 0.2092662 -0.3755715 4.2093208 0.2092662 13.3737057 3.9819074 9.8975728 7.2932454 7.8651511 9.6639645 5.1942171 NA 3.2682098 12.6473346 7.8911463 -1.3755715 9.6951517 5.4264224 10.2641529 6.2017887 4.9281429 1.2093286 2.5312442 1.2093286 5.3658255 5.4445379 15.3973177 15.0919361 12.6193604 10.2321526 10.8408027 NA 1.2093286 4.6687545 15.0117394 3.5312567 8.9797110 10.0427397 NA 16.3866577 10.6261200 6.6355875 5.3522818 0.9462817 12.2291448 5.2093208 12.5282418 6.5432237 6.6467272 13.0531127 9.9977690 11.6810586 8.2353848 10.3047195 1.7942703 8.1808659 9.1808659 0.6243349 NA 8.0485261 8.6687542 4.7741071 0.2092662 -1.3755715 6.1789496 NA 10.0569018 NA 13.3779946 8.8729872 10.3590696 5.7118225 2.8477765 14.0922839 6.5432237 10.6442773 6.4057201 10.8280139 9.2353848 0.9462817 10.8181933 9.2130746 11.0292355 7.5872562 10.3441766 0.6243349 6.9906826 0.2092662 5.7639108 0.03778200 0.03778200 0.08854800 1.80500000 0.07239600 0.07239600 0.56899000 -0.49267000 -0.49417000 0.01964300 0.04939800 -0.48649000 -0.48649000 -0.48586000 0.06393900 -0.08903700 3.65690000 0.00083195 0.00194180 -0.47807000 -0.50069000 0.02048300 0.00636190 0.00499690 1.47550000 -0.09463800 -0.47754000 0.05266800 -0.14952000 -0.13684000 -0.04817400 -0.55567000 0.03778200 0.03778200 0.03778200 -0.49538000 -0.48638000 -0.48638000 -0.50191000 -0.49287000 0.00638710 0.00638710 0.00638710 -0.47321000 -0.47341000 -1.15970000 0.07239600 -0.49267000 -0.49267000 -0.53370000 -0.99861000 -0.48586000 0.02777800 -1.16650000 -0.47459000 -0.08903700 -0.48113000 0.00194180 -0.49861000 -0.47807000 -0.01986300 -0.08770400 0.03820600 0.00833510 0.00833510 0.00636190 0.00636190 -0.46812000 -0.46812000 -0.09463800 -0.05617300 0.05950800 -0.09755900 -0.11978000 -0.11978000 0.000 -0.437 -0.481 -0.481 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.488 0.000 0.000 -0.486 0.000 -0.493 0.000 1.850 1.377 0.000 0.000 0.592 -0.493 -0.471 0.000 -0.486 -0.486 -0.120 -0.120 0.000 -0.437 -0.481 -0.481 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.488 0.000 0.000 -0.486 0.000 -0.493 0.000 1.850 1.377 0.000 0.000 0.592 -0.493 -0.471 0.000 -0.486 -0.486 -0.120 -0.120 9.4509085 0.9462817 7.8414209 5.4823417 10.0729926 10.3082274 9.8240324 9.2083829 9.0273719 7.2789958 9.8958231 9.7354956 8.1000936 9.3548301 9.0929841 11.4307082 5.1438383 11.6810586 8.8289311 8.2353848 9.1799078 9.1875562 8.8005330 14.0169615 12.6638788 9.3700343 0.2092662 4.4317166 8.7766449 8.4333242 10.7462172 11.2559918 9.5372493 0.2092662 9.1606071 11.1079239 13.3082291 5.9994003 5.5785554 7.8675339 6.4947244 11.8576801 10.3408580 9.7600692 10.2664116 10.9380933 5.3522818 9.6897761 8.7289589 7.4252596 12.6473346 1.2093286 10.7763278 10.2321526 5.5668730 4.4057201 0.2092662 9.8338134 NA 8.2591712 10.3204582 8.2353848 10.3047195 13.0371283 9.1808659 11.1395670 5.5432237 -1.3755715 9.3539807 9.2600781 3.9462911 2.7942911 10.0569018 9.9791604 10.3590696 12.3189355 12.1165887 11.3919237 9.0548124 10.6442773 9.1000933 8.7065091 10.7011755 2.9462817 NA 4.4572528 8.0949987 9.0735086 8.6536473 6.5491732 10.2618905 5.5785554 TCGA-BA-4075 49 1 283 283 head and neck stage iii t3 n0 m0 19-3-2015 male 2004 278 NA head and neck squamous cell carcinoma yes 30 1974 0 black or african american not hispanic or latino 54.67.0 1 3 NA NA 1 1 NA NA NA NA 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 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 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 7 0 0 0 0 5 0 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 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4.060685e-06 1.501897e-06 8.4445404 -0.8996951 10.1184445 0.1003049 8.0161235 10.1177487 9.3891103 15.8913436 6.8946601 7.0309816 6.3763685 7.6964342 NA 8.8995258 9.5053858 4.3097001 8.2626356 10.8601325 1.1002376 NA 6.7001567 3.9582209 9.1016524 5.2087669 9.8307145 9.4643789 9.4255497 0.1003049 1.6852225 2.4221792 NA 13.2517366 5.7149543 8.8617957 6.2397952 5.7001567 11.5711573 1.6852225 NA 4.2701701 12.0232003 7.3948648 NA 9.2061528 2.1002376 10.7010864 5.8281644 6.7296004 1.4221792 4.2295264 NA 3.0071417 NA 15.2997800 15.0643503 12.1698619 10.8905928 10.5186240 0.1003049 NA 2.2701701 14.6145885 2.2701701 8.5617236 10.1949819 -0.8996951 17.1853225 11.9449501 2.5596876 6.0191081 0.6851777 11.2657795 5.1663338 11.6646320 5.1446379 3.3481758 11.8486468 8.8024168 11.7818297 8.7167931 9.9512124 -0.8996951 8.1663333 8.7422960 0.1003049 0.6851777 8.5493931 8.9675231 5.0071327 0.6851777 NA 4.4925647 0.1003049 10.0896388 NA 14.0961439 9.2743835 11.0796695 1.6852225 3.7788814 14.1014766 5.7001567 9.2785356 9.0846628 10.1850792 11.0558942 1.4221792 8.5840602 8.9236115 10.1790623 8.6982970 10.7227537 0.6851777 6.0775250 -0.8996951 2.6852001 0.434640 0.456150 0.805180 1.627000 0.592580 1.233300 2.213400 0.143390 1.185900 0.657210 0.812180 -0.099747 0.078299 0.078299 1.325800 0.255880 3.656900 -0.063044 -0.215520 0.622950 0.622950 0.538880 -0.200320 0.634800 0.449770 -0.208470 -0.300520 0.800430 0.135380 -0.168040 -0.106670 0.079578 0.434640 0.434640 -0.236560 -0.245070 -0.245070 -0.231670 -0.286890 -0.241200 -0.230560 -0.230560 -0.238640 -0.227620 -0.174690 -0.211570 0.580750 0.000000 -0.024702 0.063993 0.078299 0.078299 -0.138600 -0.108030 -0.111700 0.270000 0.131980 -0.234120 0.160090 0.279140 -0.238270 1.322500 -0.093612 0.253380 0.241760 -0.533080 -0.202380 -0.867020 -0.873700 -0.175770 -0.175770 -0.199880 0.171050 0.073132 0.135380 -0.112 -0.112 0.256 0.256 0.000 0.000 0.623 1.179 0.000 0.253 0.253 0.246 -0.211 -0.209 -0.844 -0.176 -0.176 -0.107 0.000 -0.301 0.500 -0.269 -0.192 0.417 0.417 -0.232 0.000 -0.250 -0.250 1.452 -0.175 0.593 0.371 2.185 0.000 0.717 0.717 0.000 0.000 0.170 0.170 -0.112 -0.112 0.256 0.256 0.000 0.000 0.623 1.179 0.000 0.253 0.253 0.246 -0.211 -0.209 -0.844 -0.176 -0.176 -0.107 0.000 -0.301 0.500 -0.269 -0.192 0.417 0.417 -0.232 0.000 -0.250 -0.250 1.452 -0.175 0.593 0.371 2.185 0.000 0.717 0.717 0.000 0.000 0.170 0.170 10.0782397 NA 8.5807922 7.7259531 10.9092085 12.2388329 9.9721495 9.6316258 8.6870841 7.9706092 10.8684287 10.6581866 7.2801537 9.3705396 9.3658594 10.1582360 3.1550854 11.7818297 8.3763685 8.7167931 9.2372355 10.0917662 9.9204233 13.5560711 12.6665362 5.6701010 NA 0.6851777 9.0146295 9.5990935 10.3084786 12.1324623 10.4238621 NA 8.8995258 10.9582253 13.2939129 6.9140251 4.3097001 8.8651159 7.3623393 11.9317495 8.6460197 8.4621881 11.6816803 11.1592507 8.2626356 9.7602402 7.9011445 4.4577978 12.0232003 2.1002376 11.2913035 10.8905928 7.4709313 2.2701701 -0.8996951 9.2499914 NA 7.7149543 11.1500929 8.7167931 9.9512124 12.4817873 8.7422960 11.0645852 0.1003049 4.9331335 8.7241257 9.6070477 -0.8996951 1.4221792 10.0896388 9.8076035 11.0796695 11.9690669 11.4610914 11.8867182 8.7459029 9.2785356 8.4599938 8.8634566 9.6471387 1.9075829 NA 1.4221792 7.9217315 8.2449028 8.8717337 8.0660284 9.4511835 3.9582209 TCGA-BA-4076 39 1 415 415 head and neck NA tx nx NA 9-10-2014 male 2003 236 NA head and neck squamous cell carcinoma yes 30 1983 NA white not hispanic or latino 54.58.0 1 4 NA NA 3 3 1 2 NA NA 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 1 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 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 5 0 0 4 0 0 0 0 0 0 0 0 4 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 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7.759802e-06 2.39191e-06 10.02746870 0.06970217 10.15112451 -0.93043530 9.64989977 9.85835950 8.77008075 15.41561804 6.95838451 8.03542542 6.79756167 7.74559836 NA 8.57346693 9.25575540 4.23956607 1.06963343 12.21684606 NA NA 5.35504446 5.39156840 10.96937566 0.65461884 10.03902760 10.85998965 9.78560319 -0.93043530 -0.93043530 1.65461884 NA 12.54131634 1.87699817 10.93923495 9.20535048 5.44468032 12.05263468 2.23958135 NA 1.39154778 12.35951593 8.80265659 0.06970217 11.22540804 7.61981061 12.16635628 7.09754759 7.84113029 NA NA 1.06963343 2.52907130 1.65461884 15.01608803 15.05422068 12.17604047 10.53775606 12.12254874 -0.93043530 NA 3.39157527 14.06496664 0.06970217 9.21557328 11.15045864 NA 17.91161080 9.74383336 NA 6.31756818 -0.93043530 12.39789530 5.75614264 10.98738610 5.21938926 5.25946458 12.14294591 9.73497697 12.21089412 10.58583358 10.80731096 NA 8.04405581 11.06505498 -0.93043530 NA 9.20021178 9.10030832 8.22698819 -0.93043530 NA 7.25451657 3.32362947 11.13168729 5.59320435 13.71377907 10.50220388 10.59320305 6.10306326 2.09821741 13.34081231 8.00037866 9.37244002 9.52496829 10.33591820 10.61701769 2.06963343 9.90805720 8.81615552 11.52932889 8.36426206 11.83389073 NA 11.30415923 -0.93043530 2.77008901 0.77579000 0.81396000 0.76102000 0.78562000 0.00042075 0.00042075 3.65690000 0.03637000 -0.81381000 -0.81381000 0.78755000 -0.81696000 -0.81696000 -0.81855000 -0.03394400 0.01251600 3.65690000 0.00000000 0.02916000 0.02118300 -0.01583000 -0.02753500 -0.04292400 3.65690000 2.61040000 -0.09472400 -0.55827000 -0.02288100 -0.12460000 -0.02177400 -0.82562000 0.00000000 -0.80053000 -0.76928000 -0.81059000 -0.79168000 -0.79168000 -0.81829000 -0.79218000 -0.81933000 0.03756600 0.03756600 0.03792400 0.01997700 0.01997700 -0.01539900 -0.01099700 -0.80111000 -0.84595000 0.00917050 -1.29290000 -0.00830050 -0.86074000 -0.00595220 0.01198900 0.01251600 -0.80584000 -0.03204100 0.02118300 0.02118300 0.77830000 0.00208050 -0.03544800 -0.52634000 -0.52859000 -0.06303200 -0.09868200 -0.81843000 -0.81843000 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4.56149722 8.78044758 8.34110425 12.60952692 9.32466976 8.63379046 10.53112058 10.14512029 1.06963343 10.26378233 8.22951246 6.13572980 12.35951593 1.06963343 10.66069594 10.53775606 4.59320435 6.47052060 NA 9.33408374 -0.93043530 9.13976211 8.38931341 10.58583358 10.80731096 10.74029736 11.06505498 11.29273781 NA NA 7.75963923 9.47478260 4.71349787 1.65461884 11.13168729 10.68204889 10.59320305 11.94058372 11.14912590 9.84113061 8.93227854 9.37244002 7.22951294 9.95304810 9.96294270 -0.93043530 NA 6.03542597 8.50522801 9.46088465 9.14244356 8.72606588 9.40167761 4.35504446 TCGA-BA-4077 45 1 1134 NA head and neck stage iva t4a n0 m0 19-3-2015 female 2003 NA NA head and neck squamous cell carcinoma yes 30 1983 NA white not hispanic or latino 54.67.0 2 5 NA NA 2 3 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 4 0 0 0 0 4 0 0 0 0 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0.000 0.000 0.000 0.000 0.000 -0.282 0.000 0.000 0.000 0.000 0.000 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.221 0.221 0.000 0.000 0.000 0.000 0.189 0.189 0.000 0.000 0.000 0.000 0.000 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.282 0.000 0.000 0.000 0.000 0.000 10.983005 NA 9.679926 6.888488 11.603599 11.909952 12.261098 12.038784 9.406955 10.407805 10.534583 11.543091 8.576880 11.236817 11.000774 11.290213 4.303138 11.968967 9.797543 10.205533 10.746468 10.416845 10.430299 12.519922 12.559765 6.605825 NA 3.342000 9.854376 9.800999 10.67574291 11.48585215 11.48410610 -0.90589908 11.60570067 11.20079803 15.18334561 9.21883904 7.82199204 9.04535614 9.01591259 10.96597673 8.91552658 8.00396478 10.49040868 8.61174080 5.58592398 11.60619467 8.40808810 9.08488464 14.11873507 0.90141722 10.36815840 10.76715968 4.56980701 7.37947368 0.09410092 10.86803488 -1.90616943 9.15881440 8.60779930 10.20553327 12.71686693 11.63541019 11.75127830 11.72320042 -0.90589908 NA 8.16506476 9.66819201 8.19997999 3.30351775 11.95447959 11.97938657 11.46720855 12.32093525 10.30017018 10.19571903 9.92141416 10.43339818 6.10529883 9.82835771 10.43586827 2.18154786 0.09410092 3.00095547 7.79326190 10.62837436 10.29497012 6.44279922 11.00114996 5.62545169 TCGA-BA-5152 56 0 NA 1288 head and neck stage iva t4a n0 m0 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma no NA NA 0 white not hispanic or latino 145.62.0 3 6 2 3 3 3 2 2 2 2 0 0 0 4 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 5 1 0 0 4 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.477731e-05 5.237967e-06 10.3176931 NA 10.2259056 0.5973166 9.1058650 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10.0053952 7.9442347 11.6108796 8.9210081 11.8350853 NA 11.2890213 0.2753647 3.8299409 0.047491 -0.424990 0.039559 0.038428 -0.004352 -0.434460 0.036028 -0.435550 2.329100 0.018762 0.238230 0.020843 0.020843 0.020843 0.031798 0.030813 0.030813 0.041398 0.041398 -0.183630 -0.183630 -0.245380 0.018603 -0.099924 -0.099924 -0.477700 -0.136960 -0.136960 -0.088034 0.256770 -0.180860 -0.190040 -0.444740 -0.901410 -0.424990 0.039559 0.039559 0.039559 0.039559 0.026266 0.026266 0.026266 0.039700 0.038428 0.038428 0.038428 -0.456770 -0.435550 -0.435550 -0.021294 0.020843 0.020843 0.026173 0.026173 -0.188280 0.030813 0.030813 0.027578 -0.183630 -0.183630 -0.148160 -0.154530 -0.245380 0.000000 0.000000 0.018603 0.018603 -0.179970 -0.190830 -0.222240 -0.079000 0.040125 -0.091079 -0.091079 -0.088034 -0.166 -0.166 0.000 0.000 0.000 0.000 -0.184 -0.148 -0.245 0.000 0.000 -0.230 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 -0.137 -0.137 0.000 0.000 0.000 -0.425 0.000 0.000 0.000 0.000 0.000 0.000 -0.425 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11.6843428 2.7347855 NA 9.0156618 9.7490555 7.7791757 2.1822473 10.6433105 10.8886788 10.3004893 12.8943660 11.7077611 11.1910424 8.7841349 10.0824148 7.0501371 10.0814965 9.0616193 5.5607516 2.5922298 10.1129776 9.7022906 9.3333414 9.0125972 8.4059205 10.1344963 5.1457141 TCGA-BA-5153 51 1 1762 1762 head and neck NA t2 nx NA 19-3-2015 male 2005 1616 NA head and neck squamous cell carcinoma no NA NA NA white not hispanic or latino 54.67.0 3 5 2 3 2 4 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.140329e-06 1.946904e-07 11.23311309 NA 10.54314379 NA 10.60068975 10.54950130 8.12719578 14.86536767 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6.92410345 10.32223047 9.88442026 3.30519718 12.00876811 8.74734779 12.06816927 7.13204519 12.50685128 NA 9.85978293 2.08280476 4.00034260 0.00013863 -0.01704500 1.86480000 -0.01084500 -0.00961520 -0.00961520 0.00000000 0.00000000 -0.00498440 -0.00498440 -0.74968000 0.03143600 0.03143600 0.03143600 0.03143600 0.02062300 -0.72101000 0.00722170 0.00722170 -0.01300100 0.02679500 -0.70126000 0.05352100 0.01866300 0.01866300 -0.65379000 0.05965100 0.05965100 -0.07733700 0.07944700 0.00855830 0.00855830 -0.01704500 -0.01704500 -0.01704500 -0.00304750 -0.00304750 -0.74976000 -0.74976000 -0.02411400 -0.02411400 -0.02411400 -0.02411400 -0.01084500 -0.01084500 0.02230400 -0.00961520 0.00000000 0.00000000 0.02671000 0.03143600 0.03143600 0.01908300 0.01246800 0.01246800 0.02062300 -0.72101000 0.00722170 0.00930980 -0.73705000 0.00875280 -0.69088000 -0.68560000 -0.70388000 -0.70388000 0.05352100 0.05352100 0.01866300 0.00374650 -0.65379000 0.70401000 0.03481800 -0.02890100 -0.02890100 -0.07733700 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-0.6299473 9.6030811 10.4502119 10.18784369 12.62553183 10.76103556 -0.04498484 11.93789787 10.64763857 15.23063778 9.28743258 8.28593989 9.37638677 10.03539655 12.86847353 9.41261600 8.55493605 9.71768191 10.05699882 10.68888583 11.20749142 9.46347819 7.54248790 13.70167737 2.37005266 10.38791296 9.29487320 5.24042501 6.55493567 4.70990817 9.58922904 NA 8.93896675 9.84933566 11.57661713 11.68719050 10.88008298 10.72099979 11.66654669 6.68747367 0.37005266 6.84478107 9.58194886 8.70991058 3.53999006 9.92895963 11.60487801 8.17419167 11.71004972 10.00305573 9.79789720 9.09286811 10.88525282 7.42262827 9.95031910 10.07266616 2.27694325 NA 7.88969682 8.73481900 10.16528854 10.11279108 6.74943907 10.77785948 5.69198912 TCGA-BA-5556 58 0 NA 725 head and neck stage ii t2 n0 NA 19-3-2015 female 2010 179 NA head and neck squamous cell carcinoma yes 60 1968 0 white not hispanic or latino 83.64.0 3 6 1 1 3 3 2 2 2 2 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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0.75437445 9.62227919 11.11983022 7.19732581 19.12753243 12.63587904 NA 5.75438247 1.23982571 11.92718517 7.28732268 10.09823452 3.01742311 1.01742311 10.53344538 10.31547962 12.16481493 12.91960371 12.64426683 NA 8.18399855 11.92380661 NA NA 9.12157884 10.92880903 3.13288937 1.75437445 NA 6.77675016 NA 10.84740396 NA 12.60324028 10.35574487 11.03445743 6.39823919 4.56297504 13.52016600 2.75437445 9.90707813 8.58220183 9.94569855 12.14712939 2.01742311 11.06862601 8.58600657 12.23325335 8.59987268 11.69175647 NA 11.26356381 2.60238561 4.75438514 -0.00290910 -0.00290910 -0.00290910 0.13746000 0.00000000 0.00000000 0.00497320 0.00497320 0.05437600 0.05437600 0.05437600 0.38551000 0.38551000 0.38551000 0.38551000 0.19421000 0.19421000 0.00349140 0.00349140 -0.00899060 -0.00899060 0.00000000 -0.00719580 0.01070300 0.01070300 -0.01794100 0.14444000 0.14444000 0.02202400 -0.00604290 0.01321300 0.01321300 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00802440 -0.00802440 -0.00802440 -0.00802440 0.13746000 0.13746000 0.13746000 0.00000000 0.00497320 0.00497320 -0.12839000 0.38551000 0.38551000 0.00027728 0.00027728 0.00027728 0.19421000 0.19421000 -0.00636680 -0.00156260 -0.00156260 -0.00373950 -0.00373950 0.00000000 -0.01354000 -0.01147300 -0.00719580 -0.00719580 0.01070300 0.01070300 -0.01794100 -0.01794100 -0.00512270 0.03778800 0.03778800 0.03778800 0.000 0.000 0.194 0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.137 0.137 0.000 0.000 0.000 0.000 0.000 0.000 0.386 0.386 0.000 0.000 0.000 0.000 0.194 0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.137 0.137 0.000 0.000 0.000 0.000 0.000 0.000 0.386 0.386 0.000 0.000 11.621507 NA 10.675075 8.561737 11.382646 12.186187 12.128553 12.154728 8.611119 10.945935 10.831465 11.596890 10.135926 11.125724 11.091335 11.202499 3.612765 12.164815 9.162075 12.919604 11.478896 10.408661 11.531309 12.508290 12.834134 8.336337 NA 2.602386 9.964810 9.857671 11.281664 11.788631 11.292960 0.432425 11.729801 11.101561 15.428729 9.606132 7.731663 8.897000 8.495850 11.499721 8.989564 7.824772 10.650715 8.336337 5.277944 11.221581 8.668469 9.282641 14.008642 -1.567468 9.738516 10.987763 5.398237 8.470002 NA 10.347213 NA 9.156968 9.075409 12.919604 12.644267 10.929059 11.923807 11.947908 3.187340 NA 8.479224 9.473429 7.794398 2.956019 10.847404 11.235778 11.034457 11.639469 10.331811 10.394266 9.821010 9.907078 6.054506 10.357638 10.113254 7.566881 2.132906 7.612364 9.714205 9.864474 9.827453 6.722473 9.934292 4.680381 TCGA-BA-5557 41 0 NA 623 head and neck stage iii t1 n1 NA 19-3-2015 female 2010 242 NA head and neck squamous cell carcinoma no NA NA 1 NA hispanic or latino 83.64.0 3 1 1 1 3 3 2 3 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 7 0 0 1.140329e-06 5.006324e-07 11.9024642 NA 9.9309157 4.6274434 9.0813079 9.6584389 8.5408410 15.8474948 8.4862683 7.0302036 5.1541943 6.8996192 -1.2553222 8.9296768 8.8256190 5.3146567 11.5581818 10.6047245 NA NA 11.4415517 9.7671693 11.1687052 NA 10.6747995 10.0296256 10.3103795 -1.2553222 NA 4.8533270 NA 12.1202482 6.4521605 12.0339558 9.8434915 7.6365855 12.8714253 1.3297551 NA 1.5521803 13.0629205 7.8296099 0.7447639 10.8276157 12.8150021 12.8231190 5.3447149 6.7837199 NA 1.3297551 NA 1.9147176 1.0667436 14.9234449 15.3268320 12.1527277 10.5388111 13.5413481 NA NA 5.4727217 14.1137171 2.7448069 9.9333903 10.5067681 3.2042346 18.2509017 13.6711901 NA 5.4996897 NA 12.7140081 7.5617851 10.1970427 1.7448069 3.6989963 10.9545594 10.2286172 11.5744171 11.2039769 13.1726380 NA 8.1752541 11.0511480 NA -0.2551500 9.6128523 9.5585826 3.4996928 -1.2553222 -1.2553222 5.1023516 NA 11.1443464 1.7448069 12.9060121 9.9320978 10.9156653 6.3070441 5.0151452 13.6765547 2.6516832 9.8180862 11.9387887 10.8566576 11.4515133 NA 8.6858491 7.6606805 12.5202059 7.7754687 12.0168480 -1.2553222 12.2738659 0.3297551 3.8740887 -0.0529360 -0.0529360 0.3637900 0.0989970 -0.0923450 -0.0923450 0.0572260 0.0572260 -0.2487300 0.3505500 0.3510400 0.1926900 0.1926900 0.1926900 0.1926900 -0.0200010 -0.0227270 0.0242380 -0.0344950 0.0214630 0.0214630 -0.0111980 0.0448570 -0.1725000 -0.1725000 0.0000000 0.0496820 0.0496820 0.0134920 -0.0347680 -0.0347680 -0.0347680 -0.0529360 -0.0529360 -0.0529360 0.1689500 0.1689500 -0.2562400 -0.1291400 -0.2544500 0.1049700 0.1049700 -0.2383800 0.0377370 0.0377370 0.0377370 -0.0923450 0.0572260 0.0539260 -0.2487300 0.1926900 0.1926900 -0.0237030 -0.0237030 -0.0237030 -0.0200010 -0.0227270 -0.0344950 0.0214630 0.0214630 0.0975420 0.0975420 -0.0092666 0.0440070 0.0440070 -0.2512800 0.0448570 -0.1725000 -0.1568200 0.0000000 0.0000000 0.0541030 0.0101210 0.0176840 0.0134920 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.251 0.000 -0.172 -0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.500 0.000 0.000 0.169 0.336 -0.228 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.095 0.343 0.193 0.193 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.251 0.000 -0.172 -0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.500 0.000 0.000 0.169 0.336 -0.228 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.095 0.343 0.193 0.193 0.000 0.000 11.121741 NA 9.449198 7.922221 11.813076 11.968800 12.074318 11.250117 11.464190 10.857567 11.118482 11.569164 8.254577 10.947537 12.712838 10.064474 4.826737 11.574417 8.922221 11.203977 10.497182 9.866335 11.034244 13.155951 12.240032 7.248627 NA -0.255150 9.168968 9.347500 11.3716512 11.5206175 10.6505645 -0.2551500 11.1634447 9.9718157 14.5892125 9.0371230 7.0846511 8.0417177 8.3127577 12.7566402 8.3740853 8.1499427 10.4718710 7.7699410 11.5581818 10.6113077 8.3409912 7.8970861 13.0629205 2.9927322 10.4594763 10.5388111 5.2366533 7.3409912 -0.2551500 10.3645629 -1.2553222 8.7864604 9.6865826 11.2039769 13.1726380 11.3248244 11.0511480 11.6272534 2.2042346 3.9147272 8.8492168 10.4896353 5.3741596 5.2366533 11.1443464 11.6447247 10.9156653 11.9842508 10.5363714 9.9609410 10.2083258 9.8180862 7.0068960 9.9475374 10.2250868 0.7447639 NA 9.4871109 9.0132264 9.9333903 9.8945486 6.3521317 9.6411338 3.4996928 TCGA-BA-5558 65 0 NA 1636 head and neck NA tx nx NA 19-3-2015 male 2006 1636 NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 83.64.0 1 6 NA NA 3 3 2 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 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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6.5433180 NA 11.2379553 7.8348180 10.0955019 4.7201964 1.0197731 11.0163700 9.5164094 12.2617384 10.8962722 11.9845293 -0.3022262 8.5401776 11.4548004 -1.3022262 0.2827363 9.7125451 9.4376079 3.6047237 0.2827363 -1.3022262 3.3982683 -2.2736919 10.6502045 -0.3022262 12.4472777 9.3736784 11.2972752 6.5433180 3.3143050 12.7509895 2.2827956 9.3286585 10.1293248 8.9207429 10.6999389 NA 10.0777470 8.0793701 11.7649254 8.2902843 12.3231936 NA 11.8819277 0.2827363 4.6047178 0.0000000 0.0204980 0.3864400 0.8271800 0.0084205 0.0084205 -0.0019934 -0.0019934 -0.4379100 0.4040400 0.8072600 -0.0101480 -0.0101480 -0.0101480 0.0395650 -0.0065486 0.7987100 0.0027208 0.0027208 -0.0391740 -0.0246460 0.0177690 0.0125220 0.7869000 0.8263900 0.0082813 0.0347640 0.0347640 0.9630100 -0.0013651 0.0435270 0.0435270 0.0000000 -0.4623100 -0.4174400 -0.4260800 -0.4260800 -0.4260800 -0.4363000 -0.4310900 -0.0024089 -0.0024089 -0.4264100 -0.0091820 -0.0091820 -0.0091820 0.0084205 -0.0019934 -0.0019934 -0.4391200 -0.0101480 -0.0101480 0.0045263 0.0045263 0.0045263 -0.0065486 0.5567200 0.0027208 -0.0391740 -0.0391740 0.0100920 0.0100920 0.0177690 0.0190290 0.0190290 0.0125220 0.0125220 -0.4258600 -0.4258600 0.0082813 0.4149000 -0.4244400 0.8401400 -0.0215630 -0.0215630 0.000 0.000 0.000 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.223 -0.203 0.000 0.000 0.000 0.000 0.000 0.000 -0.424 -0.421 0.000 0.000 -0.426 -0.040 0.000 0.000 0.827 0.000 0.000 0.000 0.000 0.000 -0.034 0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.223 -0.203 0.000 0.000 0.000 0.000 0.000 0.000 -0.424 -0.421 0.000 0.000 -0.426 -0.040 0.000 0.000 0.827 0.000 0.000 0.000 0.000 0.000 -0.034 0.404 0.000 0.000 0.000 0.000 11.1117195 NA 9.9452622 6.4987264 11.5378183 12.6484697 11.2118015 11.4380296 9.1593068 10.1428420 12.3190778 11.8768032 8.4120727 10.9892857 10.3339987 10.6088446 5.4194748 12.2617384 9.0997733 10.8962722 10.7856215 10.3533579 11.3342252 13.7176529 12.5998254 7.2095801 -0.3022262 5.2369862 9.4626988 9.2145122 10.4845052 11.9797572 11.9907240 NA 11.4635277 10.2968101 15.4189783 9.7739747 6.3773077 9.4808253 8.9084986 12.4438166 9.2023384 7.9855397 10.1334975 9.1582830 8.9036204 11.6079077 8.8764921 8.2369862 13.0963037 0.2827363 10.2728937 10.9892857 5.2056232 7.1449101 0.2827363 9.8956581 NA 9.2667334 8.6241232 10.8962722 11.9845293 11.2468898 11.4548004 12.0985733 4.3416869 NA 7.9552151 9.2340745 6.8373782 4.3125345 10.6502045 11.5916975 11.2972752 11.9488657 10.6538403 10.8020984 9.8589591 9.3286585 6.8827030 10.7796434 9.4577153 3.2213822 -1.3022262 1.8677384 8.9310273 10.2248154 9.3506723 7.7118480 9.8102667 5.2369862 TCGA-BA-5559 71 0 NA 1747 head and neck NA tx nx NA 19-3-2015 male 2006 1747 NA head and neck squamous cell carcinoma yes NA NA 4 white not hispanic or latino 83.64.0 4 5 2 2 1 1 3 1 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 2.030342e-06 6.11884e-07 11.4592712 -0.8224011 10.2512929 2.8779209 10.9444290 11.5298054 8.5061608 16.2100823 7.8865697 7.9020000 0.1774714 7.9223198 2.8213429 9.3567730 9.5056000 5.3573937 11.2235868 9.8262930 -0.8224011 NA 10.9256789 10.5267672 12.2926110 -0.8224011 10.2784768 10.5366865 10.7397285 -0.2375236 0.9848445 4.3067726 -0.8224011 13.6028331 8.3195931 11.8485848 9.7591573 7.6753382 9.5756952 4.5698009 NA 0.7624764 13.3409785 8.9382061 2.7010389 12.5857494 4.5946620 11.5958657 6.5868773 7.4158905 0.9848445 -1.8226562 -0.8224011 1.7624339 2.7624551 15.5160479 15.7428093 12.6658911 9.8766247 14.0501849 -1.8226562 0.1774714 5.8213429 12.6589071 4.2860088 10.4017893 12.0172803 2.9530603 17.6898754 12.8850069 -1.8226562 7.1746651 2.4994250 11.8418222 6.1316821 9.6199113 4.0843790 4.3474105 10.3281853 10.3567732 12.3364112 13.9911921 12.2950480 1.1774714 8.9181101 11.9072129 -0.8224011 -1.8226562 9.4640437 10.6705909 7.2755183 4.9719022 0.4993739 8.7214844 -1.8226562 10.5549677 3.4994122 12.5260759 9.5418451 11.2069458 5.0229758 5.3479101 13.1095623 7.1258536 11.0938208 6.6491613 9.6861671 10.9974655 2.2649567 11.8488059 9.0586001 12.5975778 8.0307957 11.5293915 -0.8224011 10.0428327 3.0354656 7.4766944 -0.0964400 -0.0964400 0.7126400 0.5523000 -0.2194800 -0.2194800 -0.2088300 -0.2088300 0.5752300 0.5752300 0.4637300 0.4728900 0.4728900 0.4728900 0.5232800 -0.0528010 -0.0528010 1.1323000 0.5299300 -0.2603500 -0.2603500 -0.1192600 -0.1266800 0.3338300 0.3253700 0.3416100 0.1804100 0.9057300 0.0226430 0.0377820 0.0152960 0.0101620 -0.0964400 -0.0964400 -0.1977500 -0.1678900 -0.1678900 -0.2018700 -0.2180000 0.0339720 0.0339720 0.0339720 0.0339720 0.5523000 0.0000000 0.0000000 -0.2194800 -0.2088300 -0.2088300 0.5752300 0.4728900 0.4603400 -0.2105300 -0.2105300 -0.2003700 -0.0528010 -0.6904200 0.5299300 -0.2722400 -0.2722400 0.1131600 -0.1284900 -0.1192600 -0.5093100 -0.5093100 -0.1266800 0.0104290 0.3225300 0.3225300 0.3416100 0.3416100 -0.1637000 0.0437230 0.0437230 -0.0077482 -0.211 -0.211 0.000 0.000 1.132 1.132 -0.260 0.000 -0.119 0.143 -0.509 -0.127 -0.127 0.325 0.325 0.342 0.342 0.000 0.000 0.162 0.000 -0.164 0.000 -0.160 -0.160 0.528 0.695 0.000 0.000 0.552 0.000 -0.219 -0.219 -0.209 -0.209 0.575 0.575 0.473 0.473 0.000 0.000 -0.211 -0.211 0.000 0.000 1.132 1.132 -0.260 0.000 -0.119 0.143 -0.509 -0.127 -0.127 0.325 0.325 0.342 0.342 0.000 0.000 0.162 0.000 -0.164 0.000 -0.160 -0.160 0.528 0.695 0.000 0.000 0.552 0.000 -0.219 -0.219 -0.209 -0.209 0.575 0.575 0.473 0.473 0.000 0.000 12.051891 NA 11.295376 8.187314 9.015114 11.293011 12.138302 11.950831 9.425414 11.420958 11.012747 11.247942 10.135314 11.767488 11.136764 11.734950 5.306047 12.336411 11.104523 13.991192 11.818973 10.997266 11.522614 12.764499 12.796044 11.147232 2.877921 3.877921 10.132046 11.120367 10.6703407 11.5537471 12.9350844 3.3474105 12.2913096 10.4597057 14.3992604 8.8779258 11.1269480 10.0620382 9.7122752 12.9335732 9.8335802 8.4242268 10.4628882 8.9952691 11.2235868 11.1635058 9.8718440 10.4495326 13.3409785 3.3474105 9.8587244 9.8766247 5.1199994 9.2847031 4.4628899 10.1483109 0.7624764 9.5508949 9.8432661 13.9911921 12.2950480 11.1436309 11.9072129 11.8038795 0.9848445 4.6532206 9.6901426 13.2791335 10.5300813 4.7773987 10.5549677 11.7165236 11.2069458 11.6971223 10.3243729 9.7534979 11.0259134 11.0938208 6.9555627 10.7052074 10.6092448 3.6369146 1.6369146 7.6348669 10.6316851 10.2692520 9.8582850 7.8050196 9.9763628 6.4812666 TCGA-BA-6868 53 1 472 190 head and neck NA tx nx NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma no 60 1971 NA black or african american not hispanic or latino 151.54.0 1 4 NA NA 2 3 2 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 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 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 4 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 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 4 0 0 3.476614e-06 1.223768e-06 10.6756885 -0.7372061 10.2079321 -1.7369656 8.8534412 11.0440089 9.2677766 15.9014173 6.8402832 7.8940313 7.8327097 7.9924750 NA 9.3772472 7.9493546 2.0702176 1.7222911 10.7342753 NA 3.3503134 4.2170523 9.1794799 10.8715709 -0.7372061 11.0194104 9.9637273 10.0806371 NA 1.6274201 1.7222911 NA 14.6316163 6.9352794 10.7289306 5.5107816 4.4327791 12.8437603 6.2628541 NA 3.1697487 14.2578925 8.7646912 NA 10.2293595 5.8869549 12.4053601 9.1958070 6.8958491 1.5847701 2.0702176 0.8478366 2.7222911 1.9632892 14.9414537 16.2069948 12.2892046 10.7971570 12.6705865 NA NA 2.1697326 13.7085479 1.4327991 8.8701844 10.2603864 -0.7372061 17.7133384 13.1321587 7.2053691 5.9975634 -0.7372061 11.7277826 5.7785529 9.9684865 7.6849190 5.7304606 11.3154221 10.3690899 11.4850452 11.4279181 11.5220089 -1.7369656 8.2415647 10.8546101 0.5847701 -0.1521634 8.8039506 9.0653704 7.4625268 1.0701832 NA 6.0766361 0.8478366 10.4588414 4.9352806 12.8771613 8.7587392 10.6927838 3.7222911 2.4463356 13.0392357 4.6378942 8.4168115 9.8520371 10.4083373 11.8431127 0.8478366 10.8501628 7.4747427 11.7344023 8.4747423 11.8298595 NA 8.1817173 -0.7372061 2.2628541 -0.0387140 -0.0523960 0.3642100 0.8026700 2.3328000 0.0356650 -0.1160500 0.9123800 2.6021000 0.7690700 1.4231000 -0.7590900 -0.7552100 -0.7521900 0.0078919 0.4318900 3.6569000 0.0742650 -0.3220500 0.0037465 0.0025379 0.0583670 -0.3421100 -0.7645000 0.0636520 1.1372000 0.7723300 0.7723300 -0.1150800 -0.3517900 0.0452820 0.0570830 -0.8434700 -0.0523960 -0.1192600 -0.3544200 -0.3544200 -0.3652200 -0.3469800 -0.7815900 0.0190830 0.0190830 0.0301690 -0.7548700 -0.7502500 0.0406090 0.0716780 -1.1962000 -0.7760900 -0.8154000 -1.2929000 0.0190830 -0.3624900 -0.7796500 -0.0336770 -0.3647600 -0.3356000 -0.3579500 -0.7892500 0.0134920 0.0595080 0.0478360 -0.3149400 0.5315100 0.5315100 -0.3421100 -0.3372200 -1.1690000 -1.2047000 -0.3282000 0.0213230 -0.7530700 -0.1215900 -0.0920350 -0.0857220 -0.769 0.000 0.073 -0.351 -0.358 -0.358 0.000 0.000 -0.331 0.532 0.532 -0.342 -0.342 -0.764 -0.753 -0.328 -0.328 0.000 0.000 0.772 0.772 -0.753 0.000 0.000 0.000 0.034 0.374 0.000 0.000 0.773 0.000 0.000 0.000 0.000 0.000 0.011 0.768 -0.752 0.000 -0.115 -0.115 -0.769 0.000 0.073 -0.351 -0.358 -0.358 0.000 0.000 -0.331 0.532 0.532 -0.342 -0.342 -0.764 -0.753 -0.328 -0.328 0.000 0.000 0.772 0.772 -0.753 0.000 0.000 0.000 0.034 0.374 0.000 0.000 0.773 0.000 0.000 0.000 0.000 0.000 0.011 0.768 -0.752 0.000 -0.115 -0.115 11.3469981 4.7547058 10.2278302 3.9632984 11.7877630 12.5018491 11.1954380 10.9436531 11.0554411 9.2422793 11.5335874 12.9424991 6.4868559 10.5881596 10.2336790 9.5308111 5.2482388 11.4850452 8.8849059 11.4279181 10.9030990 10.9372671 11.2583015 12.6978282 12.5261233 7.3017733 NA 0.2629142 9.6695906 11.4202010 11.9992560 12.0559493 10.2758277 -0.7372061 10.7212607 11.3115112 14.4130756 9.9449709 4.9907734 9.3824438 9.8734177 12.1589026 9.1254760 8.1531183 9.8595005 9.5325652 1.7222911 10.9010637 7.6658660 6.6679957 14.2578925 1.2628541 10.1576718 10.7971570 4.4723058 6.2053691 -0.1521634 8.3140629 -0.7372061 8.5926503 11.4332486 11.4279181 11.5220089 11.3798478 10.8546101 11.0724212 5.0043216 7.5060282 7.8136010 10.7319871 4.7222857 7.0442138 10.4588414 11.2765257 10.6927838 11.5221560 10.2508286 9.9388111 9.5290549 8.4168115 8.2879935 10.4560714 9.7161248 0.2629142 4.8618760 6.7345294 8.4442053 9.7212607 9.7052794 7.8155229 9.9873679 4.6551743 TCGA-BA-6869 62 0 NA 644 head and neck stage iii t3 n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 46 1965 0 white not hispanic or latino 145.62.0 2 2 2 3 2 2 2 3 3 2 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 1 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 7 0 0 4 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 7 0 0 0 0 0 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.037422e-05 3.393175e-06 6.8070174 NA 10.6489324 -0.2910624 9.0286581 9.8701178 8.4571789 15.0628736 7.0970029 8.6704357 5.8175107 9.1653404 -0.2910624 8.7951221 8.5855027 1.8789215 9.5267690 11.0110535 NA NA 3.0309187 2.1684174 10.0482792 -1.2908859 10.7170643 10.0320406 10.3778709 NA 0.2939590 0.7090259 NA 13.0323926 4.6862652 10.8020733 7.0532819 3.7089818 12.5017762 2.2939590 0.7090259 0.7090259 12.1179790 8.4352039 NA 12.3320672 10.8525190 12.0664004 8.0354155 5.6397242 5.0665370 NA NA 3.0309187 -0.2910624 15.2262859 15.6051887 12.6217817 10.9341934 12.2293590 NA 5.2788397 2.6158871 13.6180352 0.7090259 8.8175104 11.0637862 0.9416322 17.7513239 9.6060750 -0.2910624 6.0926895 0.7090259 11.6175662 4.4903455 10.6765724 4.9943896 2.1684174 11.1740421 9.9628334 13.4788227 10.7679923 10.9940991 -1.2908859 8.6098528 10.3232356 -1.2908859 -0.2910624 9.0387821 9.1601969 4.2008417 4.4903455 NA 7.1055911 NA 9.3310376 6.9897567 13.0368894 9.4857973 10.3305799 1.8789215 1.6235392 12.8391542 3.2939443 10.7077103 8.0554994 11.0174473 8.3760976 1.0309010 11.0566072 7.3419813 10.8539628 8.2108233 11.5436545 NA 11.6744095 0.2939590 2.7089818 0.01447000 0.01950800 1.05020000 1.05100000 0.00000000 0.00861350 0.00180300 0.00180300 -0.00138580 -0.00138580 0.00777830 -0.58980000 -0.58980000 -0.00097017 -0.00097017 0.00889200 0.01293400 0.03538300 0.03538300 -0.57407000 -0.62417000 -0.00526100 -0.01601700 2.75880000 -0.00180140 -0.02466100 -0.01629200 -0.01629200 -0.01725400 0.00319100 0.00319100 0.06479700 0.01447000 0.01447000 0.01950800 -0.61416000 -0.59234000 -0.59234000 -0.59234000 -0.06914900 0.01349200 0.01586600 0.00491340 -0.00512270 -0.00512270 -0.04115900 1.07060000 0.00180300 -0.01354000 -0.03176800 -0.58980000 -0.00097017 -0.66402000 1.43400000 -0.59653000 0.02182400 -0.00387790 0.01897900 -0.61470000 -0.57407000 -0.16510000 -0.23207000 -0.59127000 -0.04387300 -0.05695000 -0.01601700 -0.01601700 0.54630000 -0.64884000 -0.02466100 -0.02466100 -0.00290910 0.00513590 0.00513590 0.00513590 1.430 0.000 0.000 0.000 0.000 0.000 -0.574 -0.165 0.000 0.511 0.000 0.000 0.000 2.759 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.592 0.000 0.000 0.000 1.048 1.048 0.000 0.000 0.000 0.000 0.000 0.000 -0.589 0.000 0.000 0.000 1.430 0.000 0.000 0.000 0.000 0.000 -0.574 -0.165 0.000 0.511 0.000 0.000 0.000 2.759 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.592 0.000 0.000 0.000 1.048 1.048 0.000 0.000 0.000 0.000 0.000 0.000 -0.589 0.000 0.000 0.000 10.318165 1.030901 9.655731 5.323694 10.897884 10.209813 11.590482 12.393735 8.761554 8.139438 11.376541 11.084568 7.021868 10.142050 12.596397 11.107195 5.159702 13.478823 8.363622 10.767992 10.755769 10.184213 11.596016 13.463909 12.703428 10.975187 NA 3.409432 8.831814 9.904358 10.191290 12.169954 11.906356 1.030901 11.414834 10.871692 15.220197 8.088364 9.480475 9.794458 8.513117 13.126047 7.862715 9.517950 10.774065 9.879537 9.526769 10.109865 8.992074 8.062133 12.117979 2.168417 9.771707 10.934193 5.827928 6.021868 4.975772 9.753380 0.293959 8.784465 9.931177 10.767992 10.994099 10.691623 10.323236 11.379200 NA NA 8.692820 8.666088 9.117316 3.352843 9.331038 10.861588 10.330580 12.473754 11.035415 10.833430 8.655892 10.707710 7.496888 10.547402 8.960468 1.030901 -1.290886 10.274564 9.413599 9.854281 8.900045 6.560735 9.177610 6.878910 TCGA-BA-6870 60 1 451 451 head and neck NA tx nx NA 19-3-2015 female 2010 NA NA head and neck squamous cell carcinoma no 40 1970 NA black or african american not hispanic or latino 145.62.0 2 4 1 1 3 3 1 2 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.00253e-06 8.343873e-07 8.9592239 NA 11.0458360 1.2032012 8.7743443 10.6843504 7.8542756 16.7142453 6.2621174 7.9059736 8.0041238 8.0212732 -1.3815734 9.5739111 9.2013440 6.8325799 4.9581095 11.1735693 NA 0.6182387 3.0776874 7.1690080 11.0702449 2.0776874 10.1275413 10.4882405 10.3588852 0.2032638 -1.3815734 2.7881845 NA 14.1134916 5.3731470 10.7913137 7.0653440 5.0939953 12.5291849 1.4256204 0.2032638 2.9401855 12.9795196 9.2530722 3.5251543 12.3009266 6.0305347 12.2531857 8.1554796 7.5578405 NA 0.6182387 NA 1.2032012 0.9402043 16.4042180 16.4961752 12.4509663 10.9788340 11.5865680 NA NA 4.2906898 13.4404336 2.2032325 9.6564944 11.4810922 -1.3815734 19.3764828 11.1821724 NA 5.8943861 2.4256204 11.4521395 5.3047629 10.1442713 6.0105785 3.0776874 11.5234601 10.0223383 12.5956976 11.5251518 10.4179475 -1.3815734 8.7280919 10.4789602 NA 0.2032638 8.6990786 9.7969261 4.7680096 1.2032012 NA 6.7730798 0.9402043 10.6182611 NA 13.5258091 9.4441900 11.6026797 5.6182622 4.0177705 13.1903692 2.3186928 8.9867676 11.5583912 10.1851572 11.2204961 NA 10.8127102 9.1319889 11.2125858 8.6336764 12.0569231 -0.3817613 10.8482816 2.6182622 4.9758136 0.090575 0.085846 0.334150 0.846520 -0.073060 -0.073060 0.101330 0.101330 2.891900 0.328010 0.327370 -0.383020 -0.383020 -0.378420 0.362310 -0.132900 0.881460 0.058367 1.458100 0.290560 0.290560 0.272060 -0.109980 -0.387390 0.028481 -0.044280 -0.122650 0.501510 0.000000 -0.124530 -0.124530 0.374630 0.090575 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11.09821833 1.17043787 -1.63710936 6.26395270 10.79060516 9.52484707 8.47942945 8.35318918 10.58195130 5.90224486 TCGA-BA-6872 47 1 384 384 head and neck NA tx nx NA 19-3-2015 male 2004 NA NA head and neck squamous cell carcinoma no 40 1974 6 white not hispanic or latino 145.62.0 1 3 3 3 3 3 2 1 4 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.92162e-06 9.734519e-07 9.4093387 NA 10.5869181 2.8818604 8.2510956 10.3178793 8.9280762 15.9414879 6.5915194 8.5869182 6.8204611 7.6097823 NA 8.8893564 8.0008028 3.4668229 8.5305191 10.1711122 NA NA 8.6322897 11.5759295 10.6461806 -0.7029847 10.2532755 10.2569012 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8.5679420 9.3303222 9.4680762 7.6544513 9.3164899 3.1042528 TCGA-BA-6873 28 0 NA 122 head and neck stage iva t4a n2b NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 1 2001 3 white hispanic or latino 145.62.0 1 3 3 1 1 1 3 1 4 1 0 0 0 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 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 7 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.501897e-06 5.284453e-07 10.8176607 -0.6488240 10.2891838 -0.6488240 9.0653200 10.6295239 9.5384264 16.5940810 6.7940181 7.6998028 6.2699383 7.4491065 NA 8.7455372 9.2979807 3.9949327 8.7369370 10.5501332 NA NA 8.4569831 6.5209989 11.3661410 4.8746347 9.3052708 10.6416693 10.1648557 -0.6488240 NA 1.9360254 NA 14.5786152 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236 head and neck stage iii t2 n1 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 46 1964 01 white not hispanic or latino 164.62.0 2 4 NA NA 2 2 3 2 4 2 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 0 0 0 0 0 0 0 0 0 0 0 6 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 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 6 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.169407e-06 8.343873e-07 8.666182453 NA 10.398710349 3.582254908 8.226116398 9.947853436 8.830187493 15.222222405 8.576613588 7.196969915 9.227317988 9.251145072 NA 8.052580005 9.640251625 3.389608110 10.809875905 10.936876700 0.582266953 0.582266953 10.628019686 4.319227730 9.508061554 -0.002743728 10.489150623 9.514966873 10.038272100 NA NA 3.804652492 NA 12.852360593 3.904185412 9.194514087 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5.551885103 2.697729346 7.182172842 10.919510218 5.147046143 6.052578919 11.068759875 9.860709429 8.929512301 13.188742302 11.220997538 10.042374573 7.477077429 9.818274114 9.340483269 9.707242814 8.174717001 0.997328542 NA 5.711541711 9.429828922 8.955850098 9.179691923 7.249962935 8.226116398 3.319227730 TCGA-BA-A4IF 59 0 NA 895 head and neck NA tx nx mx 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 40 NA NA white not hispanic or latino 273.36.0 1 2 NA NA 2 2 2 1 2 3 0 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 5 0 0 4 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 7 0 0 0 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 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 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 5 4 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.364097e-06 5.006324e-07 8.19375696 3.60417810 10.94710724 -0.09619044 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10.62483730 9.77795109 5.64520592 5.11319207 5.29605722 9.76094161 NA 9.85647938 8.97117249 10.96713322 11.42288294 11.14899370 12.07381970 11.52349962 -1.09634467 NA 7.84625260 9.77256069 6.68509777 2.71109839 10.56328819 11.67130191 11.78848103 12.42066927 11.17344928 11.44022822 8.87815271 9.56611285 7.96443387 9.64857204 10.28636219 4.71109288 -0.09619044 6.01226249 8.04730008 9.94197134 10.06423996 7.18914060 10.00768159 4.71109288 TCGA-BA-A4IG 77 0 NA 855 head and neck NA t1 nx mx 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes NA NA 6 white not hispanic or latino 273.36.0 2 5 NA NA 2 4 2 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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 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4.6809882 10.3276801 9.9031698 6.5768003 6.4297314 4.8795342 10.1473910 0.3352546 8.8999985 10.3959097 10.7987381 10.9443925 11.2573026 10.4120294 11.4039921 -1.2498223 -1.2498223 8.8011884 8.9922345 8.8416867 2.6571369 8.3276802 11.6546977 11.1168467 12.3467905 11.0105828 10.7843624 7.4332457 10.5205022 8.0676640 10.1807038 9.6480967 6.8639929 1.9201789 7.8821081 8.8586058 10.1393448 9.6105624 8.0631340 10.3773291 6.4155880 TCGA-BA-A4IH 57 0 NA 622 head and neck stage iva t2 n1 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma basaloid type yes 20 NA 2 white not hispanic or latino 273.36.0 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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9.0911140 10.2440020 10.1375630 9.7946521 8.2624590 11.5847362 4.8578616 9.5808894 9.9256077 5.7523713 6.7423862 5.7017431 11.0675664 -0.4275954 9.1135575 11.0016060 11.5798386 11.0805032 11.6798414 11.0517359 11.2986790 6.5208277 4.7423835 10.1597742 11.5728130 6.9078509 7.1232078 11.0752927 10.8676558 11.0372618 12.7318592 10.5955221 10.2391287 9.7764205 11.2357277 7.7892069 10.0852013 10.8555492 1.7423943 4.2448871 8.6519457 10.0318259 10.1658520 9.2475357 7.9966271 10.7632115 6.3273478 TCGA-BA-A4II 46 0 NA 918 head and neck stage ii t2 n0 m0 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 25 NA 0 white not hispanic or latino 273.36.0 2 1 NA NA 3 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 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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11.2678128 8.7184743 9.1527363 6.3488485 8.8181664 3.1544698 9.4554398 12.4852159 6.5201205 4.7019593 NA 9.3010889 1.0389980 8.0724172 11.3642996 9.5742696 9.7589534 9.8506365 9.5201209 9.6671359 4.3609191 NA 7.2995213 9.2758056 6.4540311 3.5414901 10.2022245 9.9922206 7.6828507 13.5749175 10.9677592 9.8060751 8.2900820 9.6438562 9.0942765 12.0483562 8.0838984 0.4540706 NA 4.8115841 10.1289919 8.7714442 8.5807361 8.2549318 9.5494287 3.9134639 TCGA-BA-A6DA 41 0 NA 351 head and neck stage iva t4a n2c m0 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes 25 1987 9 white not hispanic or latino 318.33.0 4 4 NA NA 3 3 2 3 2 2 0 4 0 0 0 0 0 0 0 0 6 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 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 6 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 4 0 0 4 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 6 4 0 0 0 4 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10.842937 8.981099 10.036035 7.555040 10.242486 9.704164 7.088956 NA 7.482437 10.071396 9.322656 9.561663 7.356059 10.135571 5.760902 TCGA-BA-A6DD 44 1 173 NA head and neck stage iva t4a n2c m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 30 NA 5 black or african american not hispanic or latino 318.33.0 3 1 NA NA 3 3 1 3 5 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.585336e-06 4.171937e-07 8.89216422 NA 10.39411355 3.12788086 8.41979378 9.88590529 8.37357079 16.67620425 6.76151400 8.33043426 5.66977231 8.04323020 -0.95959848 8.88903815 9.37692175 4.79530460 5.66977231 10.94730592 NA 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-0.120 -0.215 0.000 0.240 0.240 0.000 0.000 0.534 0.000 0.258 0.258 -0.375 0.000 -0.102 -0.102 9.549572 1.828469 9.107271 4.872868 10.850147 10.947083 12.445022 12.153216 7.402120 9.302179 11.958078 10.830233 7.150401 10.875256 12.488915 11.448693 5.647245 13.155183 5.271418 9.751800 10.153778 11.157989 11.041273 13.794153 13.143552 11.352770 NA 2.287915 9.389761 9.805753 10.7194971 12.1759559 9.9026143 -0.1715309 10.9356899 11.0376216 14.2017445 9.1838239 5.0379269 8.9079578 7.8701323 11.1467332 9.0431684 8.2121773 10.1749866 9.9737682 3.2879007 11.4192938 9.2557858 7.9448169 12.2477748 -0.1715309 10.9946360 10.5323765 5.5289119 7.4938090 -0.1715309 8.8185767 -0.1715309 8.7709872 7.1683231 9.7518004 11.5362634 11.2349437 9.7709874 11.1840993 5.0952578 NA 5.1683211 8.3382479 8.2293524 0.8284691 10.8046789 11.3897608 10.3238283 12.2031049 11.0201491 10.4632839 8.0668776 9.4414889 8.2378639 9.5202164 9.6676766 3.2879007 NA 10.2542134 9.2358893 9.7709874 10.5614882 6.8284729 10.3062311 4.7592091 TCGA-BA-A8YP 50 0 NA 499 head and neck stage ivb t4a n3 m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 14 1999 2 black or african american not hispanic or latino 403.15.0 2 4 NA NA 1 1 1 1 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6419466 1.0250288 11.3737584 2.8730257 9.9397144 11.2283782 7.8904540 14.5024597 7.9462759 7.8323850 6.0781423 8.2029481 NA 8.7892382 9.1167302 1.0250288 3.8730257 9.6860957 NA 2.0250288 12.4707694 5.1625323 12.2141135 -0.2968993 10.5316354 10.8455283 10.2004551 0.7031007 2.2880632 3.6099913 NA 13.6048647 5.9977237 11.2266641 7.5887986 7.2918172 10.2653445 3.3469569 NA NA 11.5847897 8.2344836 NA 11.3581856 3.6854132 11.5462381 4.9885029 4.2266627 0.7031007 NA -1.2968993 4.2880632 3.2266627 14.0194137 13.9045767 12.6653656 9.8031074 12.5929863 NA -0.2968993 3.8323837 13.5583600 2.5104556 8.3559470 11.4197073 NA 17.7363799 10.1833875 -0.2968993 7.2615233 2.0250288 11.8850308 3.4579882 10.3917895 7.4139088 4.5857437 10.9522156 10.1298910 13.8354757 11.5603056 13.1210865 -0.2968993 8.7002816 10.8106462 NA NA 10.1450088 9.6609297 5.5359907 1.0250288 NA 6.0429529 NA 10.3164312 7.9367216 11.9010867 9.3389200 10.4692169 4.7691899 -0.4894431 13.0298827 NA 11.1371439 5.4579882 9.2899794 10.0188177 2.0250288 8.3843404 7.5296507 10.8576039 7.6485460 11.5977305 0.2880632 -0.2968993 1.0250288 5.8830122 0.81747000 1.20340000 1.31890000 1.24110000 -0.00193990 1.44070000 -0.46195000 0.91946000 -0.46626000 0.38171000 1.27450000 -0.45833000 -0.45833000 -0.45522000 0.03495900 0.41405000 0.46417000 1.58650000 0.00069327 -0.07614500 -0.00498440 0.12402000 -0.01271300 0.04201100 1.67440000 -0.02603000 -0.44275000 0.01042400 0.31594000 0.04911400 -0.01488300 0.44698000 -0.46993000 0.80072000 -0.46696000 -0.46067000 -0.45977000 -0.44253000 -0.50162000 -0.46445000 -0.45907000 -0.45907000 -0.45886000 -0.46738000 -0.46738000 -0.45961000 0.50880000 0.83332000 -0.45404000 -0.47084000 -1.29290000 -0.93755000 0.57309000 -1.29290000 -0.41652000 -0.97345000 0.47632000 -0.44825000 -0.04373700 -0.03040400 0.40061000 -0.44016000 -0.43691000 0.04485700 0.06136500 -0.90669000 -1.29290000 0.45088000 -0.53956000 -0.02603000 0.25183000 0.03453600 -0.60796000 -0.60796000 0.28248000 -0.448 -0.448 0.414 0.414 0.616 0.000 0.000 -0.443 -0.437 0.000 0.000 -0.409 0.000 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.394 0.394 -0.443 0.411 -0.464 -0.464 -0.460 -0.460 0.000 0.000 0.000 0.000 0.731 1.167 -0.458 0.000 -0.608 -0.325 -0.448 -0.448 0.414 0.414 0.616 0.000 0.000 -0.443 -0.437 0.000 0.000 -0.409 0.000 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.394 0.394 -0.443 0.411 -0.464 -0.464 -0.460 -0.460 0.000 0.000 0.000 0.000 0.731 1.167 -0.458 0.000 -0.608 -0.325 11.445412 NA 10.655254 4.633838 11.949843 10.190902 7.272958 11.066689 10.526867 10.253849 12.141114 11.580003 7.382583 11.544470 12.142284 10.375969 5.913335 13.835476 9.867381 11.560306 10.235458 11.754991 11.398765 13.106906 13.014992 12.551627 -1.296899 3.988503 9.547808 9.905226 10.7136303 11.6118700 9.9149905 -0.2968993 11.9124032 10.4031083 14.3637934 10.3099700 8.1909422 9.2824180 10.0683310 11.4430937 9.6230678 8.6775167 9.7261565 10.5937464 3.8730257 10.0239026 9.2955591 7.9651967 11.5847897 2.1625323 9.6463495 9.8031074 6.0068837 5.7254712 2.0250288 8.2168298 NA 9.8024500 10.7375572 11.5603056 13.1210865 10.8372075 10.8106462 11.2007046 2.7905635 4.9885029 7.8513243 10.3002236 6.4035421 4.0250288 10.3164312 11.3426690 10.4692169 12.0650459 10.6828845 10.7812530 9.0418385 11.1371439 9.3214876 10.5064261 10.5188857 0.2880632 4.9885029 3.5104556 8.2563092 10.1408542 9.1635581 7.6860957 10.2620011 5.2266627 TCGA-BB-4217 68 0 NA 187 head and neck stage iva t4a n2c NA 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma no 60 NA NA black or african american not hispanic or latino 188.56.0 3 1 2 1 2 4 2 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.509486e-07 2.781291e-07 10.5282991 NA 10.3467375 2.3031962 9.7607231 10.5085077 8.6347904 15.7672097 7.1105397 8.0723867 6.7371716 8.0142554 3.5569444 9.4149220 8.9723420 6.0945971 5.9425943 10.7585116 -1.3970681 NA 5.4482336 7.6306508 11.4052610 NA 10.6654654 10.7239544 11.1372907 0.1877677 -1.3970681 4.2465981 -1.3970681 12.6773043 7.2502027 11.4448985 8.0227046 6.9246724 11.9365988 3.4100968 NA 3.2466057 13.6133602 9.3500985 6.8881466 11.6842281 6.8894869 10.8739158 6.6525926 7.6251126 0.1877677 NA 0.6027419 2.9950684 1.7726880 14.3744637 14.9101435 12.5762627 10.4193284 12.3855382 -0.3972581 -0.3972581 6.4036444 14.1942378 3.4607295 8.7626159 10.7873101 3.5096325 17.5809258 13.0276326 6.2100752 6.6251126 4.3576294 11.9619451 3.1877044 10.4177275 6.1341265 6.0290089 11.0038909 10.2316458 11.7267593 10.9756097 11.3528235 0.6027419 9.0394562 10.8663073 -0.3972581 NA 8.9053837 10.0279606 2.7726669 3.8881490 2.1877044 7.5186240 -0.3972581 10.8405521 0.6027419 12.4948131 9.5374159 10.9739768 5.6902075 6.1521063 13.2271974 7.3408373 10.1483898 9.4800288 9.8232379 11.3055667 2.4100968 10.9450972 8.1877074 11.2463754 8.2502032 12.4815619 0.1877677 11.0232313 3.9950593 5.2609553 0.01223700 0.01223700 0.07474600 0.27774000 0.00958830 -0.00302440 -0.04095300 -0.04095300 0.16355000 0.16355000 0.16355000 -0.08080700 -0.08080700 -0.08080700 -0.01532900 -0.04807200 1.90140000 0.01000600 0.01000600 -0.00012058 0.00305220 -0.09054600 0.04310300 -0.06034500 -0.06034500 -0.03422300 -0.07481100 -0.07481100 0.00208050 -0.04225200 -0.03367700 -0.05428300 0.01223700 0.01223700 0.01223700 -0.07083800 -0.07083800 -0.07083800 -0.07083800 0.01363200 0.01363200 0.01363200 0.01363200 -0.11521000 -0.11937000 -0.12103000 0.00958830 -0.04095300 -0.04095300 0.16355000 -0.08080700 -0.08080700 0.00416320 0.00416320 -0.00069303 -0.04807200 -0.11971000 0.01000600 -0.00012058 -0.00012058 0.08956100 0.04971500 0.12550000 0.00000000 0.00000000 0.04310300 0.13509000 -0.11709000 -0.02246900 -0.03422300 -0.03422300 -0.00041585 0.00208050 0.00208050 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11.008418 13.613360 5.275171 10.522353 10.419328 5.869531 10.456444 1.187704 10.085553 3.062174 9.635479 9.126307 10.975610 11.352824 11.480412 10.866307 11.680061 3.812200 NA 9.027908 9.996671 11.677053 5.668834 10.840552 11.817064 10.973977 12.657264 10.270300 10.157334 9.997743 10.148390 6.679560 10.339992 10.517877 8.954788 4.608147 7.780164 9.947501 10.114497 9.929736 7.327259 10.887280 5.658026 TCGA-BB-4223 48 0 NA 2878 head and neck stage iva t2 n2b NA 5-3-2015 male 2003 NA NA head and neck squamous cell carcinoma no NA NA NA white not hispanic or latino 54.66.0 3 5 NA NA 2 4 1 3 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.296523e-06 3.191344e-06 10.87296601 NA 11.05607035 -0.98707383 10.92480954 11.26807163 8.08182107 14.99628162 7.54052020 8.23704453 3.76793018 7.51288897 2.01303341 8.77625536 9.59235892 6.02427091 10.77500970 10.62821285 NA NA 7.33497133 12.27909751 11.66767906 0.01306915 10.17038992 10.70041874 10.92929577 NA 2.71347588 3.87102550 NA 14.36877265 6.57528510 11.56330883 7.92293637 6.53660469 11.34871250 -0.98707383 NA 2.47246178 12.60421471 8.49484239 4.99032411 11.66387040 6.10780711 12.15578831 5.07913060 6.72728880 2.71347588 NA 0.59798399 4.65689675 3.01305128 13.66873922 14.26611823 12.79101747 10.03193866 13.03219936 NA 1.82040365 4.37059675 12.97241112 3.71348687 10.07171133 11.96031470 2.90446483 18.35442604 12.19388460 -0.98707383 7.11107514 3.65689675 11.91277758 4.65689675 9.95702294 3.10050676 4.84593157 10.12743609 9.73414225 13.12928790 12.24801012 12.07795418 NA 9.12026017 11.79563182 -0.98707383 -0.98707383 9.40750571 10.63051050 6.30766349 3.10050676 2.82040365 8.85067099 -0.98707383 10.75071293 NA 12.98683007 10.45019685 10.93711321 3.87102550 5.37498728 13.54995802 3.87102550 11.79877951 6.86479158 9.42988268 9.84909338 1.82040365 11.92724130 9.61202603 11.76834794 8.10580011 10.88840841 -0.98707383 10.66274830 3.01305128 4.18297032 0.00072078 0.00072078 0.75608000 0.59012000 0.04247700 0.04247700 -0.03603900 -0.03082200 0.64012000 0.64012000 0.73913000 -0.02293700 -0.02293700 -0.02293700 -0.08215700 -0.02422300 -0.02422300 0.61085000 0.60730000 -0.01309900 -0.01309900 -0.05479800 -0.11597000 1.31420000 1.31760000 0.54898000 -0.05897300 2.38940000 0.10237000 -0.03418600 0.03835700 -0.03181300 0.00072078 0.00072078 0.01031300 -0.00896330 -0.02189400 -0.03021800 -0.03021800 -0.70386000 -0.00896330 -0.00896330 -0.01708900 0.62591000 0.62591000 0.65593000 0.01645300 -0.03082200 -0.01890900 0.61828000 -0.02293700 -0.02293700 -0.05587700 -0.03569400 -0.07306700 -0.03043000 -0.77497000 0.60270000 -0.03542100 -0.76653000 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3.5980078 11.8218061 10.7354237 14.6856327 8.5444243 11.3891685 9.7117477 9.3506650 12.9439651 9.2414048 8.5444243 10.0207711 9.5819492 10.7750097 10.6277529 10.1513148 9.5405200 12.6042147 3.1005068 9.2692518 10.0319387 6.0354106 8.6550949 -0.9870738 10.5795729 2.3349687 9.5695490 10.0798050 12.2480101 12.0779542 11.5712246 11.7956318 11.6328045 -0.9870738 -0.9870738 10.2346603 11.6328045 10.0519620 3.2609741 10.7507129 11.8212028 10.9371132 12.7093586 10.4811579 10.0109282 10.5580075 11.7987795 7.9319064 10.5714638 10.3945860 5.8203985 2.9199312 8.0574373 9.9910097 10.6483077 9.1097583 8.9184301 10.5909438 5.7134841 TCGA-BB-4224 52 0 NA 278 head and neck stage iva t2 n2b NA 19-3-2015 male 2004 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 54.67.0 1 3 NA NA 3 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 5 0 0 0 0 0 0 0 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10.9286163 13.2283550 NA NA 7.0940946 4.5993297 11.4633281 -1.4449692 10.7273630 10.8547158 9.8316415 NA -0.4449692 1.8768803 NA 15.3298769 5.2131451 11.2080045 8.6463708 4.8587171 11.2581902 1.3622735 -1.4449692 1.5549326 13.4853956 8.6115734 -1.4449692 11.2800887 11.1114032 12.6649293 8.0647104 1.5549326 -0.4449692 NA NA 1.5549326 2.2553799 11.8924083 12.1037550 12.5861197 10.3929576 13.1609936 -1.4449692 4.9299756 2.0143553 12.9568816 2.4618167 9.4527809 11.5747000 NA 18.4529020 7.7546076 NA 5.8947862 2.8768607 11.8067137 3.0143731 10.3210503 4.0784988 3.3622875 11.0490410 10.0819237 13.5399987 9.0726048 11.5255807 NA 8.9675053 7.3878252 NA NA 10.0612431 9.8700851 5.0306671 5.4375773 3.7643886 7.2794490 NA 9.9653868 -1.4449692 12.5073127 9.1430691 6.2202719 0.5549326 -0.5653317 12.5834459 7.4035583 10.7163224 8.9515403 9.1464859 8.0102629 1.8768803 10.9653868 7.4558023 11.4994645 7.6237140 11.6526385 NA 9.7040475 0.8768803 2.8028549 0.24106000 0.25777000 1.46700000 0.60034000 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0.000 0.600 0.600 0.000 0.000 0.000 0.000 1.443 1.443 0.000 0.629 0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.162 -0.589 0.000 0.241 0.241 -0.637 0.596 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 1.443 1.443 0.000 0.629 0.134 0.000 10.724861 NA 10.928918 4.724863 11.097242 11.135896 11.375713 10.897010 8.223820 8.738571 10.625056 11.942953 7.449753 10.673228 13.067182 10.941876 5.166551 13.539999 9.705952 9.072605 11.398268 10.927256 11.613096 12.755947 13.620141 11.437196 -1.444969 3.198793 10.241436 10.836865 10.2127005 11.1569383 9.9445668 0.1398624 11.3917749 10.1942762 14.8016557 10.0025353 8.2536400 9.5329309 9.0467887 12.6940071 10.3061740 9.2247064 10.4318323 10.4279951 10.9286163 10.5261198 10.0730968 8.0979673 13.4853956 2.9472547 10.0974837 10.3929576 6.9429531 5.0143687 NA 9.3460984 NA 8.6777633 8.3181478 9.0726048 11.5255807 10.9590126 7.3878252 11.8081920 1.5549326 NA 8.5163852 8.8757361 8.0123161 3.5993297 9.9653868 11.8820670 6.2202719 12.8103329 10.7422875 11.1842921 7.6075034 10.7163224 8.0164150 9.8223074 10.4941474 NA NA 6.5828420 7.4538394 10.0868042 9.9493982 7.5264789 10.1483266 4.8587171 TCGA-BB-7866 40 0 NA 1368 head and neck NA tx nx NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 215.48.0 3 5 NA NA 2 4 2 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7672468 NA 10.6294941 0.1741507 10.2874750 12.2095388 8.9312791 14.6620488 7.3606935 8.1946840 3.4471824 8.1647435 NA 9.0639243 8.3672815 6.2112556 11.5612867 9.2669240 NA NA 6.9066165 11.2794207 11.4419290 NA 9.6546205 10.4057881 11.1447522 -1.4108118 NA 3.6335940 -1.4108118 12.9914171 7.4749008 11.5985082 8.0445318 5.5199413 12.1535921 3.2330597 NA 3.5433969 11.3611065 9.2221996 5.3573901 12.5896446 2.9111355 11.9622055 5.4471857 5.6660209 -0.4108118 NA 0.9111163 1.5891882 1.3965431 13.3155822 13.9145306 12.6228855 9.3120119 13.5459435 NA -1.4108118 5.3171231 12.7513597 1.9111163 9.5828505 11.2080487 1.5891882 16.6560504 11.8999592 NA 6.6713528 2.5892122 11.8455605 4.7986571 10.0840600 2.6766736 7.2861724 10.8743176 9.5412176 12.8262463 12.0038896 12.7460775 0.1741507 8.8264144 11.7474985 NA -1.4108118 9.1571605 9.5140169 6.4779476 2.9111355 4.3440899 8.3239140 NA 11.1528773 2.9815239 13.5866926 10.0484158 11.5497494 4.5434031 4.1224574 12.9503943 3.2330597 10.8237075 5.1891169 9.1047565 9.8542334 2.5892122 10.5600293 7.9533392 11.9887494 8.3085934 11.1564475 -0.4108118 10.6139978 0.9111163 3.3440899 0.00000000 -0.01257600 -0.00539920 0.56739000 -0.00180140 -0.00180140 -0.00359480 -0.00359480 0.01167900 0.01167900 -0.01271300 0.02791900 0.02791900 0.02791900 0.02791900 0.01447000 0.01447000 0.00291330 0.00291330 -0.01670400 -0.01670400 0.07570300 0.07671000 0.01535600 0.01535600 -0.00595220 -0.69676000 2.05890000 -0.07358700 0.01998100 0.00541390 0.00541390 -0.01257600 -0.01257600 -0.01257600 0.01181800 0.01181800 -0.70828000 -0.00539920 -0.01009400 -0.01009400 -0.02257900 -0.02257900 -0.00283720 -0.00283720 -0.00069303 -0.00180140 -0.00359480 0.00263570 0.01167900 0.02791900 0.02791900 0.00458000 0.00458000 0.00458000 0.01447000 -0.70523000 0.00291330 -0.01670400 -0.01670400 0.00438050 -0.70684000 -0.63263000 -0.68815000 -0.68815000 -0.69712000 0.07671000 0.01535600 0.03045100 -0.00595220 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11.6584863 9.9317014 8.1437934 9.9970033 9.4013817 11.5612867 11.4479625 11.0664567 9.4595691 11.3611065 4.4960980 10.0989794 9.3120119 6.4595693 8.5607478 0.9111163 9.7919404 -1.4108118 10.0086380 8.6349642 12.0038896 12.7460775 11.6138247 11.7474985 11.8054955 0.9111163 -1.4108118 8.6442565 10.8737393 10.0017742 4.3171231 11.1528773 11.8420176 11.5497494 12.8764839 10.6706878 9.9874137 10.1909752 10.8237075 6.8884121 10.0001857 9.8246204 6.4284088 2.9815239 10.8282062 10.5296244 10.8612509 10.2411530 7.3239140 10.2117138 6.6060128 TCGA-BB-7870 58 0 NA 2016 head and neck stage iva t4a n0 NA 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma yes 40 NA 0 white not hispanic or latino 215.48.0 2 2 NA NA 2 2 1 2 3 2 0 4 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 2 0 0 0 0 0 0 4 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 7 0 0 0 0 0 0 0 2 0 0 0 4 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 4 0 5 0 0 0 0 0 0 2 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 1 0 0 0 0 0 0 0 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7.7303723 9.4886466 2.5947635 4.1422500 NA 2.2162376 NA 10.2720748 5.9923538 13.3627550 8.9090818 11.3163867 1.7016821 2.3445445 13.4609112 4.2518705 10.2190650 6.6492087 10.5322962 7.4257035 1.2162376 7.3455330 8.0890786 11.0165028 7.9359812 10.6862987 NA 10.4575182 NA 2.9817796 0.1981600 0.0515300 0.4317600 0.0600290 0.1558100 0.1558100 0.1125700 0.1125700 0.3891500 0.3891500 0.4358000 1.0403000 -0.6738900 0.2935800 -0.2914200 -0.2820400 3.6569000 0.1550200 0.1338300 -0.2736900 -0.3186700 -0.2956800 0.0414520 1.7560000 -0.1583500 -0.0116110 -0.0180780 -0.0461720 -0.0545550 -0.0361550 0.0210920 0.1231700 0.0178240 0.0178240 0.0515300 -0.3291300 -0.4108000 -0.4311600 -0.4311600 0.0960890 0.8996900 -0.6891500 -0.6891500 0.1349500 -0.3100300 -0.4314300 0.1533800 0.1125700 0.1125700 -0.5659500 -1.2929000 -0.2914200 -0.7519300 -0.2986600 -0.2686200 -0.3018100 -0.3023300 0.1125100 -0.3194900 -0.3194900 0.0000000 -0.0552290 -0.2885700 -0.3587400 -0.3587400 0.4312500 0.0068632 -0.1583500 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9.6583641 10.1762520 10.7421623 2.8943133 10.1779890 9.7716060 6.8886751 10.3414052 1.8943327 10.0100158 10.5372762 7.7429447 5.8012130 1.2162376 9.9824476 NA 8.5291330 7.8601062 9.7350999 10.3598883 11.2402815 9.1098549 11.1240420 -1.1056285 -0.1056285 9.5825722 8.1866437 9.4905118 1.8943327 10.2720748 11.3550338 11.3163867 14.2832473 12.0077385 12.1345170 7.9897192 10.2190650 8.5435782 10.3629460 9.5236786 0.4793341 1.2162376 6.8368368 7.8100517 10.0872312 8.5685140 7.8658656 9.1727713 4.7016766 TCGA-BB-7871 64 0 NA 750 head and neck stage iva t4a n2c NA 19-3-2015 female 2011 NA NA head and neck squamous cell carcinoma yes 5.1 1961 44 white not hispanic or latino 215.48.0 2 4 NA NA 2 2 1 3 1 2 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 7 0 0 0 0 0 0 0 4 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 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 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10.3716314 8.8725690 5.8129808 7.1174208 1.8973566 7.4351202 NA 10.9457354 8.0359933 12.6431995 8.7549690 9.8937817 2.2452827 1.8052925 12.7337815 5.8302579 9.8500660 6.0378544 9.2259005 10.2436847 2.6858729 10.1894848 8.0997186 11.5859406 8.4589208 10.9362914 0.0229004 10.2656804 0.0229004 5.6473951 0.0046040 0.0046040 2.6599000 -0.5501500 0.0086602 0.0086602 0.0150280 0.0150280 1.5625000 0.0179630 0.0126550 -0.5618600 -0.5618600 -0.0297210 -0.0982860 -0.0056757 3.6569000 0.0019881 0.0019881 -0.5204100 -0.5204100 0.0352420 -0.0393940 0.0162860 0.0176840 0.3626400 0.0341130 0.0341130 -0.1988700 -0.6397900 0.0036076 0.5320400 0.0046040 0.0046040 -0.0105080 -0.5650500 -0.5655500 -0.5655500 -0.5655500 -0.5568700 -0.5433000 -0.5433000 -0.5330700 -0.5501500 -0.5501500 0.0062481 -0.0098185 0.0150280 -0.0077482 -0.5655500 -0.5618600 -0.0297210 -0.5862800 -0.0052272 -0.0052272 -0.0056757 -0.5707300 -0.0291750 -0.5658500 -0.5204100 0.0447150 0.0206290 -0.5332700 0.0054139 0.0054139 -0.6123000 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9.5006615 8.4823348 13.0786376 8.4721344 8.0636496 10.8361500 10.1478862 5.3083063 10.9167104 9.3870379 6.5464654 11.2684560 3.1928254 11.5990727 10.4205779 6.3979433 5.0378522 3.6858729 8.9702966 0.4379734 8.8473318 12.1189595 10.6446499 11.2795051 10.9182261 10.8173191 11.1825644 1.6078629 -1.5619201 7.5144087 10.3110003 6.4877886 5.4713631 10.9457354 11.7431476 9.8937817 11.6709612 10.3760502 10.3833846 9.3289650 9.8500660 9.7576129 9.1165410 9.8146089 0.0229004 0.0229004 7.7325616 8.6952934 9.7105706 10.0252495 7.8808845 9.9668832 5.8042627 TCGA-BB-7872 63 0 NA 1168 head and neck stage i t1 n0 NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes NA NA 0 asian not hispanic or latino 215.48.0 1 1 NA NA 1 1 2 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 0 0 0 0 0 0 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 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8.6055225 12.0376528 8.2831791 8.6369490 10.7015400 9.4307153 6.0505735 10.6739163 7.6773553 6.5115471 12.4032523 1.4485310 11.1252494 10.5652520 5.2850396 6.1647440 -1.3588239 10.0763311 1.2261386 9.5352415 12.3476778 9.5645093 10.6080477 11.5984652 11.1327844 11.1866290 -0.3588239 2.7286389 8.2143934 10.8923683 5.7909284 5.3136087 11.5822294 11.8904434 11.2689436 12.1443864 10.6390669 10.6062446 8.8627691 10.0861966 7.7099599 9.0334993 10.7607714 1.6411761 -1.3588239 2.4485310 8.6179607 9.5488236 10.2242646 7.6552023 11.0042214 4.8506344 TCGA-BB-8596 69 0 NA 2161 head and neck stage iva t4a nx mx 19-3-2015 female 2005 NA yes head and neck squamous cell carcinoma yes 50 1955 NA white not hispanic or latino 241.45.0 2 1 NA NA 1 1 3 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 0 0 0 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 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 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10.5621280 9.4049180 NA 8.6200365 9.3259238 NA NA 9.2469543 9.8652231 7.0255825 0.3673711 -0.6326289 8.0076160 -0.6326289 9.4706589 8.0850475 13.0606403 9.1710019 10.5627434 0.9523336 -0.3938421 12.7677169 7.0255825 10.2988474 5.6341576 10.0102713 6.7596885 2.9523336 7.9894229 8.9691419 10.3715916 8.2034214 10.2944083 NA 11.0647731 NA 5.5768244 0.0173340 0.0173340 1.1444000 0.5606300 0.0294660 0.0294660 0.5149000 0.4990800 0.4460600 0.5093300 0.5093300 -0.5693700 -0.5599700 -0.5850200 0.4812200 0.0000000 0.0000000 0.0467000 0.0467000 -0.5722900 -0.5722900 -0.0069195 0.4768400 0.4708400 -0.4998300 0.3685400 -0.5079500 -0.5321900 -0.1573300 -0.6031700 -0.5835000 -0.4091500 0.0173340 0.0173340 -0.5851000 -0.5987600 -0.5987600 -0.5878400 -0.5878400 -0.6061400 -0.5267500 -0.5157900 -0.5332700 -0.5770400 -0.5948800 -0.5948800 0.0294660 0.4990800 0.4990800 0.4460600 -0.5599700 0.4828500 -0.4975700 -0.5099900 -0.4973600 0.0000000 0.0189430 -0.0073339 -0.5722900 -0.5722900 0.5128100 0.5128100 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13.8747923 8.7682505 8.2408152 9.6745721 8.9142655 12.8418376 9.8646741 8.6642873 10.0503658 11.5385480 10.9816209 10.5516267 10.3439353 6.9820809 11.1388606 2.8268027 10.4341331 11.1172406 5.4966541 3.7596885 4.9523336 9.7852237 NA 8.2346498 10.2825036 10.5621280 9.4049180 10.6247590 9.3259238 11.2761391 5.8909330 NA 9.2753284 7.9857566 6.2862343 3.8268027 9.4706589 10.6585419 10.5627434 12.4890666 10.7188626 12.1033502 7.1222586 10.2988474 7.5322780 10.5737751 9.5949870 -0.6326289 NA 6.5372961 7.8868111 9.1731149 9.3374770 5.8268027 9.5410482 5.0952915 TCGA-BB-A5HU 47 0 NA 782 head and neck stage iva t4 n2b m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes NA NA 1 white not hispanic or latino 301.35.0 1 3 NA NA 3 3 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.3826949 8.9334484 9.9231524 11.4962266 12.2715716 10.8762235 0.7977601 11.4009017 11.2150641 15.2415553 9.7068821 5.8745535 8.7750189 9.7262573 11.9832339 9.1236853 8.6619252 10.2081903 8.8201068 8.9411222 10.9651572 8.6083106 6.6494876 13.3995678 4.1900538 11.2341903 10.2255756 6.3827018 6.2489503 -1.2022399 10.9819945 NA 8.5171280 8.0023104 9.2187519 12.0681804 11.6379269 10.6623121 11.3843443 0.3827226 -0.2022399 8.1128888 11.6862920 5.9974121 1.9676482 11.0298601 11.8946188 10.1448067 11.9307206 10.4147473 9.5978300 9.5239573 10.1394746 7.6274617 9.8530215 10.6487072 0.7977601 NA 0.3827226 8.7258427 10.2140088 10.4411443 7.2406826 10.0259565 5.1727795 TCGA-BB-A5HY 64 1 321 308 head and neck stage iva t3 n2b m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 40 1972 3 white not hispanic or latino 301.35.0 1 4 NA NA 2 3 2 2 2 3 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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6.9405027 3.4274319 11.9714321 10.4686365 12.1896427 9.9555622 10.5006827 NA 8.5839380 11.3047178 -1.1574636 NA 9.7768992 7.6658383 6.8648386 -1.1574636 NA 5.7966678 1.1644001 10.6745700 6.4198995 12.7935737 9.0105289 9.8800181 3.5429142 2.2673860 13.1291011 7.3343242 8.8455813 6.5567160 9.2360118 11.1485328 2.5429019 7.6433714 8.3932180 11.7886464 8.3758010 12.6186986 -1.1574636 7.5289713 NA 1.6498454 -0.0403960 0.6564500 2.6567000 -0.1201700 0.7850400 0.7850400 3.6569000 0.6198800 -0.1329000 2.2117000 1.9093000 -0.1374200 -0.1093300 -0.1080900 1.6767000 0.9162200 0.0000000 0.4305800 0.9713100 -0.5080800 0.6135300 -0.1097200 -0.1383300 0.5285300 -0.1117700 -0.1384600 0.9222900 0.9475200 1.2830000 -0.1266800 -0.1133900 0.5048100 -0.0403960 -0.0403960 -0.1244700 1.9616000 -0.0522610 -0.1536200 -0.1536200 -0.0029091 -0.1173000 -0.1173000 -0.1173000 -1.2929000 -0.1304400 0.9581600 -0.1547700 -0.1916200 0.0083351 -1.2929000 -0.1093300 -0.0056757 -0.4940200 -0.4940200 0.4208300 0.9162200 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10.480907 11.969659 10.895718 -1.157464 10.781683 10.866226 13.372327 7.471828 5.051925 9.753863 8.324271 12.028431 10.208985 8.464523 10.760589 10.727786 9.899109 9.619726 9.266637 5.182323 13.604438 -1.157464 10.272401 11.825999 6.071291 4.749363 NA 9.527220 NA 8.385503 10.385986 9.955562 10.500683 10.472283 11.304718 11.694806 6.412326 NA 6.373852 9.744846 3.012390 5.217510 10.674570 11.778189 9.880018 12.709364 10.953933 10.124980 9.609000 8.845581 8.004863 10.215880 10.045207 -1.157464 NA 1.164400 8.495406 9.339325 8.961412 6.514897 9.426494 5.542911 TCGA-BB-A5HZ 65 0 NA 827 head and neck stage iva t4a n1 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes NA NA 1 white not hispanic or latino 301.35.0 1 2 NA NA 3 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 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11.60674910 9.47989644 11.48526565 10.07308354 11.29995167 NA 8.17028763 9.86970148 NA NA 8.32681730 7.84234720 4.89815997 0.09085343 NA 1.67577078 NA 10.65256824 5.83226978 12.59624237 9.65031383 10.41385775 2.26071822 2.38653507 12.72015955 2.79125147 10.16427504 5.85898804 10.38526288 10.33219032 NA 10.65542876 8.30025645 11.32352364 8.14879483 11.75191297 NA 12.34228536 -0.90914657 3.48311925 0.0000000 0.0000000 -0.1709400 -0.0934030 0.0723960 0.0723960 0.0955080 0.0955080 -0.2873600 0.7860100 0.8146300 0.2038400 0.2621600 0.2399100 -0.1821900 -0.0773450 -0.0773450 0.0613650 -0.0066911 -0.1755000 0.4169700 0.0081959 0.0432990 1.8280000 0.0015255 -0.5541600 0.0549450 0.0549450 0.7094500 0.2997900 -0.2090800 -0.2090800 0.0000000 0.0000000 0.0000000 -0.1857500 -0.1857500 -0.1857500 -0.1709400 -0.1699300 0.2568300 0.2568300 -0.5258300 -0.0934030 -0.0934030 -0.0934030 0.8133700 0.0955080 0.0955080 -0.4369100 0.2621600 -0.1821900 0.3982800 0.3982800 0.3982800 -0.0773450 -0.0773450 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9.2769172 10.40255123 11.46176274 10.84985887 NA 11.51732978 10.06090881 13.65041783 7.79470633 6.41273073 9.26323046 8.85733195 10.09993174 8.63000059 8.92843073 10.50760042 9.22651214 8.21233636 10.46149029 8.97344597 6.40368527 11.19769299 1.67577078 10.42730949 10.11663455 6.88521926 4.58265836 NA 9.77905317 0.09085343 9.23927941 8.46149050 10.07308354 11.29995167 10.82508917 9.86970148 11.49301560 4.17826846 NA 7.32442270 7.99769379 5.81872277 2.26071822 10.65256824 11.38110981 10.41385775 13.37577159 11.14506805 9.88440622 8.26822243 10.16427504 7.86887995 9.53374652 10.12628941 2.09081956 0.09085343 2.89815030 7.57639062 9.39686461 9.74364792 6.49168317 10.49647623 5.22008613 TCGA-BB-A6UM 52 0 NA 393 head and neck stage iii t1 n2 mx 19-3-2015 male 2010 NA yes head and neck squamous cell carcinoma yes 105 1975 NA white not hispanic or latino 355.26.0 3 5 NA NA 2 4 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.01262600 -0.00055444 -0.88571000 -0.00013862 0.00298920 0.00298920 -0.00018867 -0.00018867 -0.00018867 0.01237600 -0.85876000 0.01195800 -0.00765600 0.02595200 -0.84275000 -0.87244000 0.02777800 0.02791900 0.02791900 0.02960600 0.02960600 -0.02646100 -0.00553750 0.04315700 0.79975000 0.02749700 -0.51486000 -0.51486000 0.47632000 0.000 0.000 0.000 -0.859 0.000 0.000 0.000 -0.843 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.515 -0.515 0.000 0.000 0.000 -0.859 0.000 0.000 0.000 -0.843 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.515 -0.515 10.9236407 NA 9.3967356 7.5298217 8.8268700 9.0661516 11.7258017 12.3244185 6.7203140 9.4802197 11.5166759 9.1992633 9.1138278 10.6365576 11.2922318 12.1050715 6.7086549 12.5999788 9.9821960 10.5128720 10.6025310 10.1797457 11.2964527 12.9669261 12.8383508 11.2593107 -0.4445765 NA 9.4653003 10.0537577 10.4395776 11.0321533 11.5289251 0.8773516 11.3082059 10.7569185 14.2156764 7.8997031 6.5269514 6.4742705 9.0955352 11.4475705 10.0291331 9.5833132 11.2353270 8.6560694 13.0506376 9.6441954 9.2765064 7.3946110 11.2547627 2.5553990 9.2287163 11.3851299 5.3367654 5.7353164 1.1403860 9.8257025 1.3627785 9.4403408 8.1003717 10.5128720 10.7143323 11.0019735 11.4201737 11.1066347 -0.4445765 NA 8.1338178 9.2627662 4.2278335 2.0148552 10.5585737 11.1601920 11.2278325 12.4253865 11.2089240 9.8506021 7.9711486 9.8638429 7.0189312 10.9939391 9.8108312 1.3627785 -0.4445765 10.7950057 10.3716789 9.6808207 8.5081485 6.5440912 9.8015540 4.5326848 TCGA-BB-A6UO 61 1 268 NA head and neck stage iva t4a n2b mx 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes 20 1972 NA white not hispanic or latino 355.26.0 1 6 NA NA 3 3 1 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 7 0 0 0 5 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 5 0 0 2.913836e-06 1.144721e-06 9.319324 NA 10.341644 2.780163 8.529700 9.773387 9.080289 16.665538 7.065568 8.239597 6.725024 8.020480 NA 9.768850 10.038496 2.043204 3.981798 11.378962 NA NA 10.259137 6.981799 10.330912 6.446923 9.452591 9.581065 10.500581 NA 1.780184 3.628167 NA 12.487179 5.587521 10.052562 7.278416 6.328601 11.898328 -0.541828 NA 3.265587 12.814414 8.527016 NA 12.352297 8.781247 11.850555 7.316218 5.340879 -0.541828 -0.541828 NA 2.917661 2.780163 15.914318 15.982583 12.957087 10.882929 12.238367 1.043204 NA 3.850559 13.873649 2.043204 8.065567 11.080289 0.458277 19.743233 9.654225 NA 6.028094 -0.541828 11.190829 5.213126 11.884240 5.365129 3.780163 12.585748 9.429781 11.453298 10.451883 10.501948 -0.541828 8.242872 10.321649 -0.541828 -0.541828 7.880302 8.455417 5.687055 1.780184 2.265587 4.780163 NA 10.881879 NA 13.032949 9.545753 10.594588 0.458277 1.585876 13.026075 2.265587 8.116449 9.490283 9.864251 10.551655 NA 8.569373 7.734362 11.210618 8.564146 12.372809 NA 10.429062 -0.541828 3.158676 0.0000000 -0.0047079 0.0102850 0.0040243 0.0011093 0.0011093 -0.0031859 -0.0031859 -0.5459300 0.5084700 0.5336200 0.5055000 0.5055000 0.0050317 0.0095883 -0.4214000 0.5206600 0.0073609 -0.0080244 -0.0127130 -0.0120240 0.0148880 -0.0040162 0.5508900 -0.5313400 -0.0201380 -0.5258300 0.0057633 0.2226800 0.0062481 -0.5299100 -0.0057788 0.0000000 0.0000000 -0.0047079 -0.5354100 -0.5354100 -0.5354100 -0.5354100 -0.0018014 -0.0018014 -0.0018014 -0.0052610 0.0061090 0.0061090 0.0061090 0.0011093 -0.0031859 -0.0031859 -0.5459300 0.4945900 0.0050317 -0.0118870 -0.0118870 -0.0118870 -0.4231000 -0.5239900 -0.0189020 -0.0127130 -0.0127130 0.4144600 0.4144600 0.0148880 0.0093098 0.0093098 -0.0040162 -0.0040162 -0.5313400 -0.5313400 -0.6074800 -0.0175290 0.0120970 -0.3720000 -0.3720000 0.2226800 0.000 0.000 -0.484 -0.484 0.000 0.000 0.000 0.414 0.000 0.000 0.000 0.000 0.000 0.551 -0.531 0.000 0.000 0.000 0.000 -0.526 0.000 0.000 0.000 0.000 0.000 -0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.546 -0.037 0.000 0.000 -0.372 0.223 0.000 0.000 -0.484 -0.484 0.000 0.000 0.000 0.414 0.000 0.000 0.000 0.000 0.000 0.551 -0.531 0.000 0.000 0.000 0.000 -0.526 0.000 0.000 0.000 0.000 0.000 -0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.546 -0.037 0.000 0.000 -0.372 0.223 10.801423 NA 8.855891 7.958083 11.483377 10.362067 9.636902 11.675286 9.041320 9.094862 10.800312 11.100289 8.141232 9.931943 11.298622 9.774519 4.104974 11.453298 9.570677 10.451883 10.274421 9.606714 11.060472 13.802884 12.919589 6.815789 NA 0.458277 9.020480 8.602896 10.763729 12.173770 11.872923 1.043204 10.332450 11.181898 13.866167 9.531040 5.130663 9.678616 7.892866 12.768708 9.019468 8.648062 10.249400 9.416790 3.981798 10.745950 8.590094 4.850554 12.814414 3.458238 10.722093 10.882929 7.186158 4.502630 -0.541828 9.375609 -0.541828 8.850555 8.602896 10.451883 10.501948 10.333987 10.321649 10.290336 -0.541828 NA 7.913935 10.503997 3.545697 3.458238 10.881879 11.635968 10.594588 13.115221 10.917669 9.728533 9.394875 8.116449 8.532379 9.932957 9.509446 0.458277 NA 1.458224 8.552711 8.383050 9.750559 7.346981 9.704978 4.365126 TCGA-C9-A47Z 72 1 191 5 head and neck stage iii t2 n1 m0 19-3-2015 female 2011 NA yes head and neck squamous cell carcinoma yes NA NA 1 asian not hispanic or latino 260.34.0 1 6 NA NA 3 1 2 1 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.19722e-06 8.343873e-07 8.4002852 NA 10.3529995 NA 9.6278466 10.3978665 9.2107437 16.2489342 6.4171031 7.8963742 5.9988770 7.6133261 -0.8213810 9.1358001 9.3360450 1.1786828 10.4069154 11.4609177 -0.8213810 NA 5.0613399 11.2878757 11.1201125 4.9860514 10.7086165 10.6463035 10.4675641 NA -0.8213810 2.3486290 NA 15.0127492 5.8929447 11.0893407 10.0651567 4.6381318 12.3508129 2.5006236 NA 0.7636665 12.6675423 9.0689623 -0.8213810 11.5090547 9.3468435 11.7839460 4.5710154 5.4640997 1.1786828 NA 0.1787465 0.1787465 0.1787465 15.4700842 15.7911999 12.0914208 11.1895757 13.4604107 NA NA 3.5710214 13.8270555 0.1787465 10.3105550 10.5290847 -0.8213810 19.4107781 9.3942309 5.9731130 6.4548224 0.1787465 11.8340051 7.0674408 10.0765435 7.0490622 1.7636665 11.0359014 9.2393940 11.7924621 10.2714551 11.2343193 NA 8.1673825 10.7159164 -0.8213810 NA 9.3759146 8.0915872 7.2661606 2.7636665 NA 3.9860559 0.1787465 10.5986581 NA 12.8788125 9.6724234 11.1470047 3.9335821 2.1840898 13.2669065 4.3486219 9.8274151 10.8175863 9.8200634 10.9023589 1.7636665 9.8660736 9.9657843 12.5537374 8.2501605 12.1470048 0.1787465 11.4005871 0.1787465 2.1786828 -0.201370 -0.186850 0.737200 0.397780 0.241560 0.241560 2.824200 -0.181810 -0.699200 1.101800 1.101800 3.656900 3.656900 0.000000 0.000000 0.232870 1.691200 0.224840 0.224840 -0.216760 -0.216760 0.213370 0.203200 3.656900 -0.226250 -0.248000 0.202280 0.202280 -0.406610 0.179290 -0.675730 -0.218370 -0.201370 -0.201370 -0.186850 -0.234720 -0.225520 -0.225520 -0.225520 -0.212550 -0.212550 -0.212550 -0.201490 -0.977150 -0.443610 -0.214290 0.241560 -0.215770 0.227920 -0.699200 0.000000 0.000000 -0.227610 -0.227610 -0.227610 0.232870 -0.036674 0.224840 -0.216760 -0.216760 0.248790 0.227310 0.221290 0.201670 0.201670 0.203200 0.214840 -0.226250 -0.226250 -0.248000 -0.248000 -0.226250 0.026935 0.026935 0.026935 -0.228 -0.228 0.233 0.000 0.225 0.225 -0.217 0.249 0.221 0.202 0.202 0.203 0.203 1.633 -0.226 -0.248 -0.248 0.216 -0.003 0.202 0.202 -0.226 -0.261 -0.201 -0.201 -0.226 0.039 -0.213 -0.213 0.183 -0.214 0.242 0.242 0.231 0.049 -0.699 0.403 0.000 0.000 0.000 0.000 -0.228 -0.228 0.233 0.000 0.225 0.225 -0.217 0.249 0.221 0.202 0.202 0.203 0.203 1.633 -0.226 -0.248 -0.248 0.216 -0.003 0.202 0.202 -0.226 -0.261 -0.201 -0.201 -0.226 0.039 -0.213 -0.213 0.183 -0.214 0.242 0.242 0.231 0.049 -0.699 0.403 0.000 0.000 0.000 0.000 10.3511254 NA 9.5558869 9.5318448 11.5241032 12.6833767 11.6692982 11.7335266 6.2661606 9.9625148 11.7993760 12.2041836 11.8542140 10.7012795 12.3551828 10.4881743 4.8629572 11.7924621 11.4516193 10.2714551 10.1394240 10.2312661 10.6630174 12.8979777 12.4126172 9.7924874 0.7636665 2.8791372 9.4664103 8.7120276 10.6810325 11.5624022 12.3892171 -0.8213810 11.2852609 10.3492490 14.2571357 9.7924874 5.5362488 8.9083188 8.8098749 12.1654289 8.8187442 8.5472046 10.6190481 8.5028783 10.4069154 11.1538294 8.8860572 5.6544327 12.6675423 NA 10.6869880 11.1895757 5.0855904 5.7178573 NA 10.6319686 NA 9.2976390 9.5384476 10.2714551 11.2343193 11.0269296 10.7159164 11.1944615 0.1787465 1.1786828 6.2872229 9.4384413 4.4266271 2.7636665 10.5986581 11.8643228 11.1470047 12.2333023 10.5482953 10.1020254 8.1955061 9.8274151 7.4454842 10.1394240 9.8243564 2.7636665 0.1787465 1.7636665 7.7992110 9.3942309 9.8225541 5.9335844 9.9159452 3.7022586 TCGA-C9-A480 45 0 NA 386 head and neck stage iii t3 n0 m0 19-3-2015 female 2011 NA yes head and neck squamous cell carcinoma yes NA NA NA asian not hispanic or latino 260.34.0 3 1 NA NA 3 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.029078e-06 5.284453e-07 7.856945241 -0.004189894 10.768585146 -1.004045212 9.247340587 9.954410953 9.787021169 15.851347211 6.682358394 8.078007198 5.878502202 7.720372188 NA 9.083321088 9.758240207 6.344587081 7.573286658 12.041617848 NA NA 4.455287761 2.902748931 11.181972471 0.995882449 10.515985787 10.307606574 10.038885527 -1.004045212 NA 0.995882449 -1.004045212 13.574407798 8.137965051 10.480681061 6.527239274 4.950053090 11.067655723 1.803227036 NA -0.004189894 11.665850496 8.601337729 -0.004189894 11.481687492 10.251034384 11.228878621 5.565712928 7.093890770 NA NA NA 1.317767139 1.580820836 14.285655571 15.301292101 12.170513982 10.796353673 11.149410218 -1.004045212 NA 2.165783336 12.968748266 0.580820836 10.267321246 10.995153557 -1.004045212 19.485532639 10.799182119 NA 6.455289406 -1.004045212 13.284435937 4.853840993 10.311573842 2.580820836 2.455281185 10.891812101 10.247340587 11.660649906 10.936538861 11.952960255 NA 8.407369323 10.928442056 NA NA 9.555235234 9.470578146 7.479674382 0.995882449 NA 4.317788841 -1.004045212 10.959115547 NA 12.770851113 10.364337362 10.875058551 2.580820836 2.655786862 13.679565625 6.061946806 7.281260554 10.692391104 10.414843976 10.979564385 -0.004189894 10.629761593 8.301920024 12.559769452 8.866223055 12.648143004 NA 12.269362442 -0.004189894 3.243790925 0.03199900 0.03199900 0.44952000 0.01782400 0.00638710 0.00638710 0.00471900 0.00471900 -0.44135000 0.43429000 0.43429000 0.00291330 0.00291330 -0.00013862 0.00680440 -0.00691950 -0.00691950 0.00041593 -0.00038651 0.00972760 0.00972760 -0.00622860 -0.03149600 0.00069327 0.00069327 -0.02301800 -0.00761010 -0.00761010 -0.01574100 -0.00995650 0.00041593 0.00041593 0.03199900 0.03199900 -0.41322000 -0.05644200 -0.05644200 -0.05644200 0.05494500 -0.38761000 -0.41849000 -0.41849000 -0.41447000 0.00541390 0.00541390 0.00541390 0.00638710 -0.35248000 0.00226020 -0.44135000 -0.48502000 -0.00013862 -0.01601700 -0.01601700 -0.01601700 -0.00691950 -0.00691950 -0.00038651 -0.00514970 0.00972760 0.00000000 0.43092000 -0.00622860 -0.01092200 -0.01092200 -0.03149600 -0.03149600 -0.73705000 -0.43051000 -0.02301800 -0.02301800 0.00000000 -0.01587900 -0.01587900 -0.01574100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.401 0.000 0.000 0.000 0.000 -0.388 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 -0.441 0.434 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.401 0.000 0.000 0.000 0.000 -0.388 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 -0.441 0.434 0.000 0.000 0.000 0.000 10.904626 NA 9.740196 6.884602 11.572815 11.242599 10.470578 12.167817 8.569506 10.150043 10.546124 11.111552 9.578941 10.777218 11.799384 10.253835 4.974052 11.660650 8.032032 10.936539 10.642867 10.146240 10.786207 13.039934 12.522724 6.205312 -1.004045 4.422125 9.683234 8.728874 10.293347721 11.934702657 10.422122914 -0.004189894 11.383875494 9.694562828 14.323336113 10.220462855 4.995859842 9.033405105 8.278946533 12.525654746 8.444077721 8.183210077 10.270818690 8.119979647 7.573286658 11.610107924 8.711820096 6.890676504 11.665850496 3.580820836 11.040935227 10.796353673 5.710103853 6.639714042 -0.004189894 9.605960213 -1.004045212 9.309874887 7.780493181 10.936538861 11.952960255 10.771056926 10.928442056 11.383337093 1.580820836 1.317767139 7.023764332 10.067990760 5.853838499 1.803227036 10.959115547 11.156359956 10.875058551 12.142426872 10.318349722 10.687601738 8.558100759 7.281260554 5.914722369 10.540339728 9.486709145 0.580820836 NA 1.803227036 9.066851249 10.319475910 10.732682921 7.438801831 10.001482790 4.388175758 TCGA-CN-4722 61 0 NA 799 head and neck stage ii t2 n0 NA 19-3-2015 female 2010 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 54.67.0 3 6 3 3 3 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.27988540 -0.06884647 10.03968169 2.10107853 9.67093786 10.21192807 8.80460151 14.56466338 8.29310098 7.24404029 5.17908503 7.26207417 NA 9.20844459 9.71005580 5.21655963 5.60358184 12.67409819 NA -1.06884647 1.73850845 3.78913453 11.59871236 5.64540193 10.40891551 10.60048525 11.13969645 0.51611603 0.51611603 3.10107853 0.51611603 12.88762416 7.18854533 11.48766330 10.20262023 6.72557349 11.76147436 6.17908503 -1.06884647 3.88534984 12.85976814 9.10233400 -1.06884647 11.22261579 12.87491378 12.18957605 6.56778119 8.27323193 NA 1.73850845 NA 0.51611603 1.25308163 14.12422014 13.86401282 12.14188796 10.69104547 13.02077324 -1.06884647 0.51611603 5.63159616 12.77242673 4.32347816 9.26543057 11.16956197 -1.06884647 19.86190757 10.55046024 -0.06884647 5.86189335 3.01861637 12.16717142 8.20028413 10.49578309 3.39058515 3.17908104 11.01363896 10.04815089 12.42228880 12.00563325 12.87778943 NA 8.20028413 11.40181614 NA NA 9.29419684 10.83353236 4.32347816 3.73850845 -0.06884647 3.68604103 2.73850845 11.09323380 -0.06884647 13.11013326 10.03629315 10.88061926 5.25308541 3.29713271 13.83386209 1.25308163 10.15153554 9.78056240 10.03837431 11.53918101 1.25308163 10.60490798 8.58400226 12.08708226 8.54218220 11.68562725 0.93115353 12.24588209 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6.63851701 8.25983222 NA 10.05463199 -0.06884647 9.07326434 8.79997965 12.00563325 12.87778943 11.00362486 11.40181614 11.36082553 -1.06884647 NA 7.73851183 9.56959324 8.32132609 5.82597384 11.09323380 11.61743890 10.88061926 12.62769016 10.25139364 10.22002335 8.83954993 10.15153554 7.08597483 10.42950790 10.29310098 -0.06884647 NA 4.57501577 8.42058388 10.29090678 9.90986774 7.73528794 10.50858612 5.99724724 TCGA-CN-4723 67 0 NA 721 head and neck stage iva t4a n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 54.67.0 1 4 1 1 2 3 1 2 NA NA 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 4 0 0 0 4 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 1 4 0 4 0 0 1 4 0 4 0 0 0 4 0 0 0 4 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 0 1 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 4 0 4 0 4 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 7 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 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10.3019244 11.9903945 13.0004858 7.8251967 0.9568744 2.3719212 10.0162333 11.8866404 11.34866946 12.08820995 11.37842774 NA 11.48908242 11.09281184 15.09269043 9.09984668 5.61985315 9.10409366 8.85976647 10.98847515 8.93539904 8.20164905 10.09216633 8.65732845 6.91108514 11.48126730 8.36769343 5.57159794 13.22538211 -0.04305123 10.20481638 10.41324330 6.04435259 5.45938899 2.54186172 9.86077072 -0.62816238 8.97090943 8.05492117 10.56236837 12.06824190 12.28789905 11.12535205 11.45656865 5.32612384 0.95687444 8.11507799 12.34750566 4.27881740 2.83135032 10.29451070 12.57779595 10.76182653 12.47586977 10.79004249 10.77013561 9.89450782 10.11755869 6.74261394 10.30229414 9.70340321 1.54186172 NA 1.54186172 7.03302758 10.29376728 10.01983435 6.34347001 10.31700440 4.20481369 TCGA-CN-4726 68 1 142 142 head and neck stage iva t3 n2b NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 12.5 NA 6 white not hispanic or latino 54.67.0 1 7 1 2 3 1 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 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or latino 54.67.0 2 2 1 1 2 2 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 5 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 4 0 4 0 0 0 0 0 0 0 0 4 0 4 4 7 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 7 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 1.01239e-05 3.05942e-06 8.03283755 NA 10.81121580 2.26201213 10.15318479 10.03481808 8.67139953 15.14959111 7.46755746 7.90874747 6.06936276 7.36214547 NA 8.50613459 9.26200861 -0.05994604 -1.05979566 10.46657991 -0.05994604 NA 7.99807249 3.94008216 10.53952865 NA 11.38069028 10.37418758 9.80349264 NA -0.05994604 3.69496931 -1.05979566 13.59717574 4.33240003 10.96764114 9.24271944 5.14953578 12.67468441 1.74743037 NA 1.74743037 13.33132422 9.01154288 NA 12.24329057 10.47541436 12.12897851 5.14953578 2.64052839 NA -0.05994604 NA 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TCGA-CN-4728 56 0 NA 1151 head and neck stage iva t3 n2b NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 40 1968 2 white not hispanic or latino 54.67.0 3 1 1 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.836917e-06 1.056891e-06 10.9177404 NA 10.6826520 5.4586510 9.9323561 11.0087558 8.6550477 16.2384126 8.0029708 7.4011645 4.4586510 7.6550477 NA 8.6235574 9.8264292 6.0029702 5.2312404 11.3425664 NA 1.6810444 13.7508282 9.7160382 11.3692931 NA 10.2405564 10.7884467 10.1825957 2.5741257 0.7176490 5.4883961 NA 12.4285165 6.9126068 11.8582843 9.9221748 8.9015940 11.4817116 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10.242194 5.488396 TCGA-CN-4729 73 0 NA 392 head and neck stage iii t2 n1 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 35 NA 1 white not hispanic or latino 54.67.0 1 7 1 1 3 3 2 2 NA NA 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 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 4 0 0 2.781291e-06 1.446271e-06 9.3481454 NA 10.9581816 2.3298125 9.7507361 10.9703925 8.6468204 16.2282571 7.5708272 7.7127375 6.0403116 7.9283792 -1.1297339 8.7190102 7.9010545 5.0403138 3.6777450 10.6901672 NA NA 8.9710497 7.3339121 11.4749405 3.4553469 10.5790401 10.4124518 10.7303102 -1.1297339 NA 2.6777337 NA 13.8224915 6.2966520 11.5942615 8.5015641 6.2966520 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0.000 0.000 0.000 11.3968865 4.8476663 9.7236734 6.7158769 12.4410731 11.9276937 12.3042335 12.1104332 10.6227679 9.8512409 12.0588216 12.6204661 7.2540913 12.2042414 11.6373302 10.2856008 5.7319706 11.8965355 8.6451742 10.6443506 11.0108975 10.2185621 11.7519907 12.8860332 12.4310783 9.0871332 -0.1295761 3.9996663 9.8150994 10.8714436 11.1096874 12.5433650 11.6478481 0.4553338 11.3597335 10.7780291 14.8387148 8.6385717 6.8871950 9.0502963 8.1324823 11.2977001 9.0785119 8.5551359 10.0694400 9.3511775 3.6777450 11.4414288 8.2776552 9.8512409 12.7842116 1.8703844 10.2063358 10.4435611 4.5708272 7.8760116 0.8704239 10.6873709 NA 8.8830119 10.4605065 10.6443506 11.6019184 11.2279393 11.2166240 11.2249122 1.8703844 1.4553338 8.0550893 9.4684397 8.3236578 4.3939516 10.9518707 12.5133415 11.6080571 12.0597485 10.7944575 9.2443398 9.5187448 10.8784867 7.6615501 9.7959417 10.5033824 4.3298197 NA 6.9631446 8.1963223 9.7727624 10.0669894 7.1087921 10.2701992 5.4249758 TCGA-CN-4730 62 0 NA 817 head and neck stage iva t4a n1 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 47 1963 1 white not hispanic or latino 54.67.0 1 2 2 3 3 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 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 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 1 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4.821704e-06 1.456918e-06 6.8843525 NA 10.5953790 -1.2553222 9.4795111 10.5306626 9.1856706 14.7853052 6.7220807 7.1541923 4.1371182 7.8792279 0.3297551 8.9542548 8.3613503 0.7447639 9.6621734 11.6838296 0.7447639 1.0667436 6.9832057 1.5521803 11.3125199 NA 11.3416900 10.6814393 11.0667295 -0.2551500 2.3297551 1.7448069 -0.2551500 13.8958973 6.8428330 10.5557747 7.7727072 5.6396200 11.7792565 0.7447639 NA NA 12.7352600 6.5902921 NA 10.8621198 7.4065443 11.1528657 7.5649802 4.0302036 1.0667436 5.0115896 -1.2553222 5.4172281 3.6516947 14.6656658 14.5117871 12.5612852 10.8773012 12.3924847 NA 2.2042346 2.7448069 13.6945370 -1.2553222 8.5569788 11.0821446 -1.2553222 18.3474061 8.7249411 7.4521605 5.0302036 -0.2551500 12.5447913 3.4996928 11.0417177 5.2366533 1.9147176 11.6865827 9.0622140 12.0522869 9.8135797 11.8433271 -1.2553222 8.4795111 8.8970864 NA NA 9.2897658 8.8546322 3.4452367 1.3297551 -1.2553222 4.7448016 0.3297551 10.6964504 5.0846511 13.5389126 9.2837954 11.4030129 3.0667264 -0.2196059 13.5531623 3.8740887 10.1253599 6.1285058 9.5150276 10.3627279 -0.2551500 6.6873155 6.7560292 11.3250600 7.6784924 12.2887999 NA 9.9197271 -0.2551500 7.0209255 0.0096941 0.0096941 0.3752400 0.3511700 0.0077907 0.0077907 0.7944700 -0.2845600 0.0024635 0.0024635 0.0024635 -0.3744000 -0.3744000 -0.3744000 0.0979440 -0.0066764 -0.0066764 0.0042078 0.0042078 -0.3084100 -0.3084100 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-0.755 0.000 0.351 -0.019 0.000 0.000 0.794 -0.285 0.000 0.000 -0.374 0.000 0.000 0.000 9.9215979 1.7448069 9.5594079 3.7891971 12.1037273 12.3125163 8.4744223 11.1765602 8.6243846 6.9046732 10.9417109 11.4816261 6.2366552 10.4114693 10.6699849 10.3755235 3.6574457 12.0522869 9.7476165 9.8135797 10.8516915 9.7994058 10.8142512 12.9632141 13.4615673 9.1846324 0.7447639 3.8740887 9.7156264 9.8539791 11.5965505 11.9250214 10.6964504 NA 11.4238416 11.4592616 14.3643024 8.0232509 5.1877440 9.1835932 9.0723540 10.5379983 9.6928327 8.5179406 10.0757183 10.0033675 9.6621734 11.1671291 8.6304979 6.0757187 12.7352600 -1.2553222 9.8702149 10.8773012 4.8945462 5.1371182 -1.2553222 8.6043364 -1.2553222 8.2761830 7.2286177 9.8135797 11.8433271 12.2924190 8.8970864 12.1064711 2.2042346 NA 5.9736205 8.7448016 3.6989963 1.3297551 10.6964504 11.9142567 11.4030129 12.8251193 11.5509482 11.7179607 9.1067451 10.1253599 7.5585830 10.3818791 9.6043362 0.3297551 -1.2553222 3.5521557 7.6088639 10.2496204 9.4269182 6.0485828 9.4786641 5.6027835 TCGA-CN-4731 63 0 NA 993 head and neck stage iva t4a n2c NA 19-3-2015 female 2010 NA NA head and neck squamous cell carcinoma yes 60 NA 3 white not hispanic or latino 54.67.0 2 2 4 2 2 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 1 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 2 7 0 0 6 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 7 0 0 3.087278e-06 1.560983e-06 8.3794845 -1.1102928 10.2575975 2.3490821 9.1387502 10.6828336 8.6361511 16.5697078 7.1517320 7.4820940 6.6311043 7.9064451 0.4745658 8.9691214 7.3200893 4.7722816 6.3074886 11.8293996 NA -0.1102928 11.1238554 4.7225261 11.1217579 -1.1102928 11.3059065 10.4741296 10.7472290 NA NA 3.8896390 NA 13.5963486 6.0990911 11.5073338 7.8525326 7.9449193 13.1730145 3.4746048 -1.1102928 0.4745658 12.8497292 8.5116886 -1.1102928 12.2859740 8.0489783 12.5912681 7.8697764 6.4287956 6.0085788 2.7965355 -1.1102928 1.4746177 NA 16.3401226 16.2928942 12.3350397 10.1387502 12.6512919 -0.1102928 2.6969953 2.5900750 14.7836729 1.4746177 8.8350806 10.4632839 3.8438331 17.7275018 12.8175999 NA 6.0893096 4.3490680 12.4216273 2.8896293 10.5080222 6.3974316 2.4745918 11.4795220 9.8151911 12.8039920 10.7799010 11.5596290 NA 8.1517315 7.2339331 NA -1.1102928 9.8924517 8.3511164 5.5620623 2.3490821 4.7722816 5.7351268 -1.1102928 10.6648355 6.4745999 13.4580679 8.5626454 12.0547008 3.3490680 1.3064956 13.5582448 7.3408480 10.9178882 10.8365431 10.0229139 11.4011423 NA 7.7905036 8.1015251 12.0025649 8.1842575 11.8608210 0.4745658 10.5491868 NA 7.7630809 0.00374650 0.02876300 0.67011000 1.65240000 0.02440800 0.02440800 0.22557000 -0.58921000 0.41095000 0.41095000 0.42335000 -0.65108000 -0.65108000 -0.03612900 0.60727000 0.01377200 0.61589000 -0.00151240 0.00952850 0.00013863 0.00013863 -0.00346270 -0.02155300 -0.04088800 -0.01256400 -0.65435000 0.40039000 0.40039000 -0.03156500 -0.03812300 -0.63840000 0.00000000 0.02876300 0.02876300 -0.00346270 -0.64452000 -0.64452000 -0.64828000 -0.64828000 0.00972760 0.05775400 0.04540300 0.01726000 -0.63623000 -0.63623000 -1.24330000 -0.00489970 -0.58921000 -0.58921000 0.35267000 -0.65108000 0.02904400 -0.00975490 -0.00975490 -0.00360110 0.01377200 0.61589000 -0.04129500 0.00013863 0.00013863 -0.00510650 -0.03863100 -0.00346270 -0.02753500 -0.02753500 -0.02155300 -0.02777900 -0.01256400 -0.01857300 -0.65435000 -0.01106000 -0.04847800 -0.01904000 -0.01904000 -0.01904000 0.000 0.000 0.000 0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.400 0.400 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 0.966 -0.686 0.000 0.000 0.226 -0.364 0.353 0.353 -0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.400 0.400 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 0.966 -0.686 0.000 0.000 0.226 -0.364 0.353 0.353 -0.615 0.000 0.000 0.000 10.8878746 0.8896293 10.6853193 3.7476130 11.6332090 13.6627688 12.1911330 11.7398236 10.2521286 9.2171895 10.7248977 12.3377531 7.3490680 10.7825589 12.4270978 10.4229665 4.2252055 12.8039920 7.8811586 10.7799010 11.1954135 10.8977152 11.4469593 13.0965458 13.3117672 9.7806610 NA 3.9340352 9.7538230 10.5805078 10.9036572 12.2136766 11.3807383 NA 11.2945122 10.5208138 14.3516251 8.5189934 6.8554204 8.3408480 8.9230597 11.4694241 9.4276801 8.8726303 10.3989169 9.5244479 6.3074886 10.4053366 6.8952614 6.5262613 12.8497292 1.2115730 10.3959443 10.1387502 5.7600027 4.6969898 1.2115730 9.7335579 1.2115730 9.1680861 8.1493798 10.7799010 11.5596290 10.4166250 7.2339331 11.8292160 1.8896293 NA 6.9823936 9.0893091 5.3814910 4.1375609 10.6648355 11.4717787 12.0547008 12.3920957 10.6060275 11.2971701 8.4727197 10.9178882 8.5620623 9.6470268 10.6386681 0.8896293 -1.1102928 8.6411808 9.0739295 8.6021636 9.4764765 6.0495088 10.5629459 3.8438331 TCGA-CN-4733 61 0 NA 642 head and neck stage iii t1 n1 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes NA NA 1 white not hispanic or latino 145.62.0 3 1 1 1 1 1 3 1 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 8.900131e-07 3.615678e-07 10.96898668 NA 10.19518234 4.30400718 9.47893177 11.11007243 8.23474368 16.30542318 7.29041703 7.32192809 5.33962913 7.73696537 1.30398527 9.62412978 7.95935808 5.92459163 8.80066019 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8.06422702 12.12991898 0.98207178 9.14320998 3.37439964 5.99330526 -0.01096700 -0.01096700 -0.02958400 0.01321300 0.07800600 0.07800600 0.02132300 0.02132300 0.01363200 0.01363200 0.01363200 0.03524200 0.03524200 0.03524200 0.03524200 0.01042400 0.01042400 0.00083195 0.00083195 -0.05980700 -0.05980700 -0.07614500 -0.02862800 -0.01780300 -0.01780300 -0.06316600 0.12874000 0.12874000 0.00680440 -0.02698800 0.00000000 0.00634930 -0.01096700 -0.01096700 -0.01096700 -0.02958400 -0.02958400 -0.02958400 -0.02958400 0.07469600 -0.05999500 -0.05999500 -0.05999500 0.01321300 0.01321300 0.01321300 0.07800600 0.02132300 0.02265800 0.01363200 0.03524200 0.03524200 -0.01009400 -0.01009400 -0.01009400 0.01042400 0.01042400 0.00083195 -0.05980700 -0.05980700 -0.00318590 -0.00318590 -0.07614500 -0.00360110 -0.00360110 -0.02862800 -0.02862800 -0.01780300 -0.01780300 -0.06316600 -0.06316600 -0.08638600 0.00680440 0.00680440 0.00680440 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.5229326 NA 10.2317190 8.0209972 11.4023015 11.5967810 10.1866492 10.8715820 10.4824221 10.8855834 11.0319267 11.1071686 9.4301943 10.8216755 12.1395829 10.3743955 3.6091048 11.7845823 9.4689132 11.2582025 11.1613652 10.5115087 10.8585950 12.6966392 12.6125727 6.8708209 0.5670586 4.0264725 9.4114849 9.5260766 10.9165061 11.9512847 11.0980971 2.3040145 11.4296779 10.6155275 14.5907652 8.9245925 8.5251101 8.7716116 8.6685787 11.8503219 8.3177142 8.1963970 10.2915544 8.5519335 8.8006602 10.4987631 8.6059595 12.7911428 10.5912568 2.8889672 10.2622688 10.1177874 5.5670404 10.2418214 0.9820718 9.5115086 -1.0180013 9.1976111 11.5066198 11.2582025 11.9240427 11.1273734 11.0295429 11.6549454 3.0695475 4.5670404 9.0196249 11.3649723 11.0397314 5.0481664 11.0079098 11.4289029 10.7027499 11.4816749 10.6187027 10.4322583 10.3494929 9.8855005 7.1165041 10.1036116 10.3576606 5.8275675 NA 0.9820718 10.1529045 9.6685787 9.7950576 7.4374050 9.9384543 5.5670404 TCGA-CN-4734 70 0 NA 758 head and neck stage ii t2 n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no NA NA 0 white not hispanic or latino 54.67.0 NA 6 4 3 3 3 NA NA NA NA 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 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 4.440131e-06 1.769115e-06 9.5114348 NA 10.2893472 2.8884608 10.2092684 10.1452662 8.7893348 16.6463331 7.3962623 7.0228937 4.0177527 6.9163739 NA 9.9679526 8.9865000 4.9759328 3.1363883 11.9282437 NA NA 9.6274046 3.0583858 11.3972530 5.7832864 10.6836958 10.8877632 10.6525101 0.4734233 NA 2.8884608 NA 13.9624002 6.1830895 11.6911861 8.6299347 6.0382145 9.6990395 0.8884608 NA 2.0583858 13.5764995 8.9423937 -1.1115392 11.2305425 7.5705145 12.3352927 5.5749673 6.4658961 NA -0.1115392 0.4734233 -0.1115392 NA 15.3876127 16.8315576 12.3766846 10.7046515 13.1460030 -0.1115392 0.4734233 5.6163871 14.3972221 1.4734233 8.8743098 10.7772111 2.8884608 19.9245120 13.7223462 NA 5.7339590 NA 12.0983781 6.0782917 9.9328620 0.4734233 2.3478924 11.6498113 10.0235358 12.3050411 11.6895699 12.4728432 -1.1115392 8.2850725 11.5352515 NA NA 9.4883806 9.7915964 4.1738710 1.4734233 0.4734233 3.9328643 NA 11.0832247 NA 12.3166971 9.9266392 11.0119426 4.0979226 2.7050711 13.6456495 6.9383164 10.0473993 7.1363955 9.5084126 11.3568374 1.2103889 10.5004148 7.9545569 11.8822908 8.6958226 11.3039456 0.4734233 12.1608060 0.4734233 4.9759328 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.059957 NA 9.160164 8.718191 11.616814 11.563757 11.356583 11.593020 9.405153 10.296798 10.712233 12.047078 9.436326 11.534802 12.754491 11.640848 1.355749 12.305041 10.718983 11.689570 10.384822 9.980564 10.305851 12.652381 12.469080 8.362174 -1.111539 3.136388 9.464952 10.402195 10.3031531 12.0773657 12.0856845 -0.1115392 11.5538037 11.0122659 14.5258560 10.1046074 7.6665450 9.0292977 8.4939475 12.7109391 9.2500717 6.9383164 10.2624205 9.0280193 3.1363883 11.2683877 8.7711108 8.7260959 13.5764995 3.5889125 10.5524706 10.7046515 5.1552554 7.6763704 -1.1115392 10.6800377 NA 8.8556942 9.0918159 11.6895699 12.4728432 11.5230520 11.5352515 11.5462329 5.9108358 NA 8.5835221 10.3912997 6.5679485 4.6698262 11.0832247 12.2220425 11.0119426 11.8320816 10.2580652 9.7825277 9.7518798 10.0473993 7.2721725 10.0770567 10.3199655 3.8426671 0.4734233 0.8884608 8.9782494 9.8339117 10.4654245 6.8940926 10.1238838 4.0177527 TCGA-CN-4735 52 0 NA 1250 head and neck stage iva t3 n2b NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 120 NA 5 white not hispanic or latino 54.67.0 2 4 1 1 2 4 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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11.2228133 -1.3940316 NA 9.9290894 9.9646860 8.5038802 5.0817700 NA 10.2036217 NA 11.4160038 8.2534930 12.3408502 9.3739544 11.4202166 2.3064664 3.1993897 12.9981509 8.9358310 10.3667546 5.8252030 9.7710234 10.4089549 3.9635851 11.1063787 9.6774971 11.6579234 8.0817684 11.8368058 -1.3940316 8.7236777 1.1909941 3.5129221 0.00097064 0.01209700 0.66863000 -0.03667400 -0.66993000 0.03524200 0.02440800 0.80578000 0.01796300 0.01796300 0.01796300 -0.66315000 -0.65221000 -0.67150000 -0.67609000 -0.66420000 3.65690000 0.00000000 0.00000000 0.02048300 0.02048300 0.00527490 -0.01904000 0.00610900 0.00610900 -0.67994000 -0.01174900 -0.01174900 -0.03389100 0.00152550 0.00152550 0.77406000 0.00097064 0.00097064 0.01209700 -0.67049000 -0.66179000 0.04925600 -0.65305000 -0.67609000 -0.66022000 -0.66022000 0.01405100 -0.05180700 -0.03108600 -0.05772200 -0.67701000 -0.65892000 -0.69313000 -1.29290000 -1.29290000 -0.03844200 -0.02000100 -0.02000100 0.00819590 -0.66420000 -0.64977000 -0.03483100 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10.645982 11.060591 11.109860 12.972425 1.190994 11.590275 11.110854 14.989044 9.080755 7.939190 9.188177 10.340744 12.061233 9.405923 9.004778 9.556591 9.202224 3.413391 10.984330 7.932464 9.767796 13.488009 4.360919 10.446813 8.772198 5.512925 8.095883 5.249893 9.902951 3.129596 9.521167 10.981346 9.918350 11.907674 11.796014 11.222813 10.813354 7.503880 3.249885 8.432297 11.943517 8.833651 4.190994 11.416004 11.283975 11.420217 12.051826 10.652136 10.228087 11.087834 10.366755 8.710634 9.961386 11.256189 2.927972 2.998358 7.152929 10.595188 10.297342 10.127144 8.717171 10.939470 4.190994 TCGA-CN-4736 70 1 395 395 head and neck NA t1 nx NA 19-3-2015 female 2010 NA NA head and neck squamous cell carcinoma yes 45 1980 NA white not hispanic or latino 54.67.0 1 3 4 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 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 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 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10.4751190 10.1449228 11.4290525 11.2974243 12.1321397 0.3052118 8.3604767 11.1396651 NA 1.8901743 9.6457859 10.7387795 7.6598111 4.9100562 NA 6.0331146 NA 11.2396221 0.7201909 13.0592464 9.5972012 11.2369166 5.8597832 3.8556808 13.3322361 3.0421540 10.8819933 7.8750496 9.6303871 11.6887184 2.9681645 11.0062117 9.1888556 11.9554979 8.5275865 11.6998354 -1.2796340 10.1532954 2.8076846 4.0056335 -0.11644000 -0.11644000 0.28739000 0.65829000 2.68780000 0.25715000 -0.02562000 -0.02562000 -0.33964000 0.46536000 0.32253000 0.00000000 0.00000000 0.00000000 0.00000000 0.35692000 -0.16128000 0.01600600 0.01204700 0.67623000 -0.00926660 0.00471900 0.00360760 0.17543000 0.17543000 -0.32333000 0.16100000 0.16100000 0.19390000 0.01356500 0.01356500 -0.13790000 -0.11644000 -0.11644000 -0.15093000 -0.32925000 -0.33090000 -0.33090000 -0.33090000 0.01014600 0.01014600 0.01014600 -0.33606000 0.04131700 -0.46387000 -0.00110270 0.00000000 -0.02562000 -0.16371000 -0.33964000 0.00000000 0.00000000 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12.558608 12.480536 7.753655 2.627117 4.179662 9.384679 9.178638 10.9481483 11.9969376 12.0618894 1.8901743 11.1553809 10.6733367 14.7187978 9.5154596 7.8339735 8.8495146 9.4549412 12.6574215 7.9897555 7.9026259 10.0073668 8.5324089 7.9223555 11.0168611 8.2300065 8.5704185 12.3258268 2.0421540 10.0331145 9.9075837 5.4751206 6.8391723 0.3052118 10.4473012 -0.2798091 8.9916947 9.2555069 11.2974243 12.1321397 11.3992718 11.1396651 10.6334950 5.5905960 6.4684237 8.6697666 13.2522221 6.7646261 5.1959657 11.2396221 11.5275865 11.2369166 11.6651266 10.3275619 10.5594354 9.9051069 10.8819933 6.5967488 9.9266355 10.7346008 2.0421540 3.4751238 1.3052118 10.2435191 9.9174483 9.7748360 6.4950187 10.7167051 5.5146462 TCGA-CN-4737 19 0 NA 625 head and neck stage iva t2 n2b NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no NA NA 2 white not hispanic or latino 54.67.0 1 2 4 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 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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18.6305512 10.9585888 1.6626613 6.3710012 2.5557425 12.3415075 4.2815647 10.0889207 7.2128533 3.8094968 10.3645812 10.0183216 11.5723347 11.0509808 11.6943079 NA 8.5382957 10.9913308 NA NA 9.6068451 10.5027594 8.2454700 4.6366594 3.7132779 5.4552154 -1.1446481 10.8651296 NA 13.1572258 9.7147347 10.9625181 7.7225794 2.7082976 13.0411830 4.9638255 10.1860330 10.0598721 9.9536687 12.1168083 2.1772162 9.6110231 9.0339658 12.1239892 8.4589274 11.3131948 3.3788584 11.2987626 1.6626613 5.8094968 3.6569000 0.0000000 0.3889900 0.5035900 -0.0343590 -0.0059522 0.7746400 -0.2481200 -0.0483420 1.1177000 1.1094000 -0.4337700 -0.4337700 3.6569000 -0.0498300 0.3281800 0.3281800 0.3670700 0.3670700 0.5657800 0.5657800 0.3103300 0.0329860 0.1008900 0.1008900 -0.1217400 0.4985700 0.4985700 0.3809500 0.3130600 -0.7982000 -0.0220580 -0.0236050 0.0000000 0.0000000 -0.4528200 -0.4248400 -0.4242900 -0.8079000 0.3744600 -0.4042900 -0.4042900 -0.4089500 -0.4237500 -0.4123400 -0.4487800 -0.0343590 -0.2481200 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10.645242 10.355645 10.840075 12.908154 11.979000 8.843986 2.177216 3.177232 9.761440 10.026478 10.6726844 11.6610449 11.1679004 2.5557425 11.9977272 10.5505293 12.5345578 9.3973655 7.4773527 9.1197437 9.1453198 11.5161882 8.6939535 7.8181968 10.4379134 8.4810099 9.1197437 10.9894064 8.0277286 6.6690821 13.5750641 2.7622000 10.1226728 10.6818495 5.3147328 5.6754801 1.6626613 9.5942376 -1.1446481 8.8225272 9.5206369 11.0509808 11.6943079 9.9146454 10.9913308 11.7417597 4.2815647 5.3471554 8.4691090 12.2694576 6.1681847 4.7860369 10.8651296 12.2368439 10.9625181 11.8686236 10.3451490 10.0617049 9.7054878 10.1860330 7.0352104 10.5883163 10.7183257 1.6626613 2.9427585 0.4403144 8.4970275 9.0227190 10.0641450 7.7070499 10.0271033 5.4402646 TCGA-CN-4738 53 1 436 NA head and neck stage iva t4a n0 m0 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma no 72 1960 0 white not hispanic or latino 83.64.0 3 1 1 3 2 2 1 2 5 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.7262536 13.9093440 2.7262645 9.1023175 10.7567608 1.9607341 18.9078033 11.7033675 NA 6.2681499 2.7262645 11.9472744 6.3322801 9.7764246 5.1779537 2.8867257 10.6391453 9.9968949 12.1316928 11.8830083 12.2539629 0.2237932 8.4283267 11.9751602 -1.3610458 NA 9.5137744 10.5068440 5.9697100 6.4003449 3.4967691 6.2754168 NA 10.8171468 0.9607341 12.6757394 9.7200635 11.1328987 5.8676123 3.9230826 13.2175196 5.3802584 10.4590758 11.1341485 10.0834561 11.7593550 3.2826474 10.1053795 8.4921027 11.8037000 8.3633069 12.1730960 NA 11.0995050 2.2237623 6.7732197 0.0294660 -0.0049172 0.1448800 0.5745100 -0.0977390 -0.0977390 3.4896000 0.1706100 -0.1713200 0.2660800 0.2660800 0.0365120 0.0365120 0.0365120 0.0365120 0.1245700 0.2791600 0.6704800 -0.0048461 0.0387710 0.0387710 -0.0210980 -0.0091286 0.0000000 0.0000000 -0.1257600 0.1305100 0.1305100 0.2471600 0.0043817 -0.0135400 -0.0135400 0.0294660 -0.0049172 -0.0049172 -0.1510600 -0.1510600 -0.1609000 -0.1609000 -0.0931390 -0.0931390 -0.0931390 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4.589728 12.131693 9.524489 11.883008 11.047654 10.908796 11.794718 12.761730 12.870164 9.403665 -1.361046 5.311220 9.681136 9.979200 11.6710111 12.1779519 11.1231126 1.9607341 11.9944195 10.7690419 15.3879678 9.6210736 7.3182735 9.2599292 9.1818249 12.2214056 7.9791994 7.9830888 10.5438040 9.0930924 10.1618649 11.8073085 7.8555388 9.1544928 13.8947437 3.5456842 10.2658710 10.7658201 5.8087171 8.0817364 2.9607156 9.9218814 -0.3612311 9.5732211 9.0268103 11.8830083 12.2539629 10.9850298 11.9751602 11.9249177 NA 0.2237932 8.1346481 9.9533764 8.1266332 5.0311084 10.8171468 11.7539994 11.1328987 11.6848939 10.1386390 10.3722322 9.4645470 10.4590758 5.9334145 10.2898448 10.5176104 5.5336101 0.6387689 9.5643475 9.9643178 9.9595937 10.4226099 7.4266958 10.7629144 6.0396736 TCGA-CN-4739 71 0 NA 1330 head and neck stage iva t4a n0 m0 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma no 82.5 1954 0 white not hispanic or latino 83.64.0 2 2 1 1 2 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 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 4 4 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.811633e-06 1.640962e-06 8.76140895 -1.49492209 10.73401909 1.09017595 10.29147003 11.08239317 8.60454804 14.63079549 7.52756849 8.27172913 6.06744297 8.72436889 4.63448291 9.11991016 8.90607975 5.62414185 3.96462967 11.49937703 0.09017595 3.45939227 8.60586283 4.99705299 12.13216421 NA 9.92989158 11.00230379 10.70793644 0.82716865 1.22329897 3.41209049 -0.49471879 13.99777342 4.93146560 11.94762562 8.76612006 5.92305408 10.83527695 3.45939227 NA 1.31254901 13.21482276 9.11437926 2.50520498 12.03804330 12.24569269 12.29646506 8.31898154 6.94814409 -0.49471879 NA -1.49492209 2.82712799 1.96462043 13.31732506 13.58678953 12.48300801 9.45210675 13.22014349 NA -1.49492209 5.74360383 12.95027993 2.59266035 9.69255256 11.17342061 1.67513845 17.34322862 11.51100038 NA 6.07505550 3.50520498 12.39137327 6.74360517 10.15535459 4.86275388 2.82712799 9.89214069 10.73822081 12.75934324 11.56623398 12.63994758 NA 9.16341193 11.35850995 -0.49471879 NA 9.59000873 9.84616310 4.26008589 3.14906422 NA 6.31898199 NA 10.40832910 5.37556427 13.21137262 9.08429950 10.94191194 2.59266035 5.11060545 13.25286892 4.43593523 10.35880238 11.94034976 10.03135232 10.43149635 2.31254901 11.61159978 7.39394383 11.93617558 8.02876252 11.41002314 -0.49471879 11.79392233 3.14906422 4.26008589 -0.0814720 -0.0814720 0.6122600 0.5280100 0.0393370 0.0393370 0.1488400 0.1488400 0.9795600 0.4682700 0.4775300 -0.0080244 -0.0265440 0.0000000 -0.0227880 -0.3357100 1.5232000 0.1191700 0.1090500 -0.3273900 -0.3273900 0.5413600 -0.1249900 -0.1657000 -0.1657000 -0.0076101 0.3010600 0.3310800 0.0112610 0.1096300 0.1447400 0.1447400 -0.0814720 -0.0814720 -0.0814720 -0.1437000 -0.1374200 -0.1374200 -0.1374200 -0.1602600 -0.1602600 -0.1602600 -0.1602600 -0.3235600 -0.3235600 -0.3235600 0.0393370 0.1488400 0.1488400 -0.0857220 -0.8030200 0.0000000 0.0532370 0.0532370 0.0532370 -0.3441400 -0.1206600 -0.3718900 -0.3273900 -0.3273900 -0.0842620 -0.0842620 0.1149200 0.1162400 0.1162400 -0.1249900 -0.1431000 -0.1617700 -0.1617700 -0.0076101 -0.0076101 -0.2994000 0.0112610 0.0112610 0.0112610 0.000 0.000 -0.262 -0.262 0.119 0.119 -0.327 0.000 0.115 0.116 0.116 -0.125 -0.125 -0.166 -0.166 0.000 0.000 0.145 0.145 0.331 0.331 -0.299 0.000 0.000 0.000 -0.137 0.475 -0.160 -0.160 0.168 -0.324 0.000 0.000 0.149 0.149 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 -0.262 -0.262 0.119 0.119 -0.327 0.000 0.115 0.116 0.116 -0.125 -0.125 -0.166 -0.166 0.000 0.000 0.145 0.145 0.331 0.331 -0.299 0.000 0.000 0.000 -0.137 0.475 -0.160 -0.160 0.168 -0.324 0.000 0.000 0.149 0.149 0.468 0.468 0.000 0.000 0.000 0.000 11.19126314 0.50517957 10.47902336 5.53862197 11.90060065 11.75429757 12.76413443 12.00330163 9.17674139 10.19694398 10.87507038 12.44358544 8.46954129 11.17164632 13.57200437 10.96898021 4.98271527 12.75934324 7.94399222 11.56623398 11.05088889 10.77724693 11.31456659 12.40041497 12.71511064 10.89536935 0.09017595 1.31254901 9.71891212 11.47008270 10.6447517 11.8419859 10.0688734 0.8271686 12.3901340 10.1481546 14.4001358 8.5833513 9.0549852 8.5261803 9.8775214 11.8391943 9.7578422 8.6875947 9.7495643 9.5296476 3.9646297 11.4394441 9.4608503 9.9620682 13.2148228 3.9646297 9.6182913 9.4521067 5.8361185 8.7708155 1.0901759 9.4366766 0.5051796 9.0501648 9.4381533 11.5662340 12.6399476 11.2341838 11.3585099 11.4938851 NA -1.4949221 8.0436223 9.1427310 10.2288614 4.6549453 10.4083291 12.1792823 10.9419119 12.2741084 10.3577299 10.4702631 8.6202440 10.3588024 7.0129954 10.5564094 10.5202670 4.8089822 -0.4947188 9.1553546 9.5273671 10.5129286 9.5753214 7.9605273 10.6357710 5.2466665 TCGA-CN-4740 79 1 839 811 head and neck stage iva t4a n0 m0 19-3-2015 female 2009 NA NA head and neck squamous cell carcinoma no 12 NA 0 white NA 54.67.0 3 2 4 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.504427e-06 1.084703e-06 9.6179359 NA 10.5793106 5.3353296 9.6109257 10.1763139 8.8350237 16.3241067 7.7495148 7.0709324 3.5142990 7.4402978 3.8168659 8.5932499 8.0082874 6.1848357 4.3622945 11.2914989 -1.3925158 -1.3925158 13.6003904 6.0668405 11.2070882 3.5142990 10.6575966 10.5202971 10.1260609 0.1923204 -0.3925158 5.7571540 0.1923204 11.9263742 7.0871881 11.4387150 10.2553159 8.5731920 11.5187998 6.8265765 -1.3925158 2.6074132 12.6520581 8.4402978 NA 11.0045476 10.1322384 12.7692483 7.0952483 5.7159318 1.6073895 1.6073895 0.1923204 1.4147850 1.7773250 14.6963612 15.7821273 12.3392571 9.4823891 12.5284119 2.9293365 0.1923204 6.2073209 13.5105836 4.7972309 9.7879386 11.2342575 0.6073895 17.6451317 12.8753649 3.3078511 5.8928111 5.0503493 12.1715573 6.9293354 10.3233698 6.4839254 3.5616072 10.8455140 9.8962738 11.9313492 10.1294989 12.8651639 0.1923204 8.3821947 11.0622212 -0.3925158 NA 9.5052532 10.5757146 6.2512646 4.2221167 -0.3925158 5.6074073 -0.3925158 11.2627149 3.1923678 12.8913643 9.5906295 10.7257000 2.9997295 3.3293246 13.5772440 2.1923836 10.1965955 10.6995042 9.9747953 12.0713153 1.1923836 9.7321754 8.6242161 12.6298623 8.1112338 11.5409140 0.1923204 11.0513873 2.6948802 6.1923698 0.37297000 -0.00222880 0.21621000 -0.01258800 -0.20735000 1.86130000 -0.01295200 2.46570000 3.00200000 0.60574000 0.68058000 -0.22762000 -0.21838000 -0.21912000 -0.21912000 -0.33446000 0.01977000 -0.00582590 -0.00845760 2.29600000 -0.26204000 0.20502000 -0.02028100 -0.21882000 -0.16969000 -0.04442700 0.19998000 0.19130000 -0.08148300 0.04853300 0.04853300 0.04853300 -0.00222880 -0.00222880 -0.18837000 -0.22333000 -0.22333000 -0.22245000 -0.22245000 0.20288000 0.20288000 0.20349000 0.20349000 -0.01097600 -0.01097600 -0.00817440 -0.22491000 0.00040393 0.00040393 -0.21578000 -0.63312000 -0.21912000 0.03269200 0.03269200 0.03269200 -0.33446000 0.01977000 -0.00845760 -0.21529000 -0.21529000 0.00000000 0.18782000 0.20502000 -0.00706960 -0.00789820 -0.02028100 -0.01424000 -0.32199000 -0.32199000 -0.04442700 -0.04442700 0.12814000 0.14904000 0.14904000 -0.08148300 0.000 0.000 -0.334 0.000 0.000 0.000 -0.262 0.188 0.205 0.000 0.000 0.000 0.000 -0.170 -0.170 0.000 0.000 0.000 0.000 0.191 0.191 0.128 0.000 0.000 0.000 -0.003 0.210 0.203 0.203 0.000 0.000 -0.135 -0.135 0.000 0.000 0.465 0.681 -0.219 -0.219 0.149 0.149 0.000 0.000 -0.334 0.000 0.000 0.000 -0.262 0.188 0.205 0.000 0.000 0.000 0.000 -0.170 -0.170 0.000 0.000 0.000 0.000 0.191 0.191 0.128 0.000 0.000 0.000 -0.003 0.210 0.203 0.203 0.000 0.000 -0.135 -0.135 0.000 0.000 0.465 0.681 -0.219 -0.219 0.149 0.149 11.5050642 -1.3925158 9.5111316 6.9293354 12.6686946 11.4526881 10.4171759 11.4867996 11.5612405 9.7685397 11.2414723 10.7685397 8.6572563 10.7820215 10.6734970 10.5999921 4.7406038 11.9313492 9.7308826 10.1294989 10.2490081 11.7488764 10.3929175 13.0043276 11.8289949 7.7054396 0.6073895 0.1923204 8.8659739 11.9745495 10.4243914 11.7989297 11.5156128 1.6073895 11.2787277 10.2691860 14.6526120 9.1042617 7.8997297 8.3147668 9.0326238 11.2727437 9.4720505 8.0992610 9.8174703 8.3233696 4.3622945 11.2469746 9.0029418 9.0104198 12.6520581 2.6074132 10.4079033 9.4823891 6.1923698 7.2833653 2.6948802 9.8138116 -0.3925158 8.9383246 10.0130812 10.1294989 12.8651639 11.0106862 11.0622212 11.3971452 3.4147580 3.7366915 9.3796069 12.3249771 7.5232875 5.1772640 11.2627149 11.4587665 10.7257000 12.3168148 10.4785430 10.6126815 10.1576736 10.1965955 8.1052595 10.0861774 11.3214386 3.7773355 -0.3925158 6.1772640 9.3793675 10.0066857 10.1919006 7.7848272 10.2326600 5.2221167 TCGA-CN-4741 75 0 NA 1268 head and neck stage iva t4a n0 m0 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma no 45 1978 0 white not hispanic or latino 54.67.0 3 5 2 2 2 4 1 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 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 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 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 3.893807e-06 1.33502e-06 8.08473931 NA 10.60735556 0.03308817 9.97803342 10.89597297 9.16407676 15.62192865 7.72423961 8.03682968 5.16235910 8.17433301 -1.55173334 9.38032967 9.78517927 4.92384801 11.09309776 11.33951890 -1.55173334 NA 8.29986372 8.77566756 11.76821030 NA 10.76354752 10.95838458 10.81580267 NA 1.44810804 3.65757141 -1.55173334 13.98226577 5.50339644 11.84043231 8.00078425 4.49250697 13.26584806 6.05544514 -0.55194483 2.25547052 13.59778264 9.28100502 -1.55173334 12.41425982 9.39022615 12.53979821 9.17603523 5.68652014 3.09197058 0.77002556 0.77002556 3.20299750 -1.55173334 14.76041025 15.49064296 12.63636993 10.18367086 13.09484234 0.77002556 1.03308817 4.20300534 12.91533832 2.14854369 9.89519809 11.71226423 1.11029642 18.75191459 10.62054243 -0.55194483 6.65756855 1.03308817 11.85962590 3.14855996 9.95343026 1.61805067 5.22947641 10.72714505 10.41534112 12.82201456 12.29771546 12.39374162 -0.55194483 9.12407193 12.16942774 -0.55194483 NA 11.08541901 9.35950689 5.75189482 1.44810804 NA 8.18958195 NA 10.37552246 -1.55173334 12.78175945 9.78798709 11.39007951 3.57739257 2.69603834 13.19205518 6.43110810 10.62724331 12.83492046 9.34229606 10.34255375 2.44810804 11.15353132 8.81771214 11.83276377 7.95590966 10.64440963 NA 12.30755262 1.03308817 2.25547052 0.0036076 -0.0506410 3.6018000 -0.0121620 0.0000000 0.0000000 -0.0182160 -0.0076101 0.0296060 0.0296060 0.0296060 0.0164250 0.0164250 0.0164250 0.7356800 0.0044411 0.0044411 0.0538060 -0.0097579 0.6901700 -0.0246610 0.0376410 0.0047190 0.0144700 0.0144700 0.0248290 0.6601400 0.6601400 0.0892720 0.0310140 0.0310140 0.0310140 -0.0506410 -0.0506410 -0.3677400 -0.0328600 -0.0328600 -0.0380020 -0.0380020 -0.0113350 -0.0113350 -0.0133510 -0.0133510 -0.0121620 -0.0121620 -0.0121620 0.0000000 -0.0076101 -0.0076101 0.0296060 0.0164250 0.7278000 -0.0157410 -0.0157410 -0.0157410 0.0044411 -0.7671500 -0.0091286 -0.0959120 -0.0959120 0.0059223 0.0065262 0.0376410 0.0711040 0.0711040 -0.0309740 -0.0096266 0.0144700 0.0144700 -0.7484600 -0.0164290 -0.1110300 0.0892720 0.0892720 0.0892720 0.000 0.000 0.000 -0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.660 0.660 -0.111 0.000 0.000 0.000 0.000 2.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 0.000 0.000 0.000 -0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.660 0.660 -0.111 0.000 0.000 0.000 0.000 2.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 11.8961021 1.2554403 10.9838107 6.0330772 9.2794221 11.8193429 13.1200429 12.2890895 8.7369809 9.7037337 10.5115099 12.1019676 8.2229021 10.9144464 13.1292435 11.0174958 5.5571619 12.8220146 9.6342291 12.2977155 11.5831828 10.9271373 12.0112099 11.7143671 13.1724156 10.1485546 -0.5519448 2.2554705 10.6385569 10.7516103 10.37774314 11.96060847 12.08405968 2.61805067 11.92270812 10.14464779 15.12459350 10.42682537 7.44246832 8.62926700 9.51083576 11.46370419 9.71870804 8.43253355 10.16878668 9.10721891 11.09309776 11.56624488 10.13330163 8.34747167 13.59778264 4.63794057 10.41858032 10.18367086 5.30609451 6.44811465 6.60293339 10.19210772 -1.55173334 9.29595531 8.54087196 12.29771546 12.39374162 10.61835292 12.16942774 11.81279674 4.69604391 0.03308817 8.66228812 9.54548869 6.57223637 4.20300534 10.37552246 11.36231312 11.39007951 11.71534052 10.15504260 9.33533542 8.48566189 10.62724331 7.64533131 9.25546981 10.47186925 -0.55194483 2.14854369 9.41173341 8.98099666 10.06328465 9.60546192 8.51150994 10.61678701 4.53558022 TCGA-CN-4742 48 1 397 NA head and neck stage iva t4a n2b m0 19-3-2015 female 2008 NA NA head and neck squamous cell carcinoma no 20 1988 3 white not hispanic or latino 83.64.0 1 3 4 3 3 1 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 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 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.974717e-06 5.562582e-07 9.77350453 NA 9.79438825 5.24525986 9.30064404 10.32954712 8.65861138 15.50240580 7.45216050 7.72296187 2.67371470 7.08875538 -0.49614247 8.45362005 8.32077709 3.89610713 3.20423464 11.83778721 NA NA 11.64014369 7.11481780 11.14426425 0.82570423 10.81270117 10.42265655 10.24061808 NA -1.49614247 5.64334539 NA 12.83729813 6.18327410 12.04742936 9.96014779 7.42860556 12.40107158 3.41068030 NA 1.82570423 10.51187172 8.39557698 -0.49614247 9.28269185 12.25679379 12.47479793 6.61753505 5.86134502 -0.49614247 -1.49614247 0.08882003 3.36176836 1.31115432 14.03791228 15.32860879 12.39215608 11.07767715 12.19105965 -1.49614247 NA 5.53721529 14.39811376 2.59124855 9.76999417 10.22745434 1.50380666 17.45033414 11.19160638 NA 5.83471122 1.31115432 12.42284287 7.80300160 10.67934286 6.27857955 3.89610713 10.86847519 10.51152141 12.28085238 10.29942715 13.32596579 -1.49614247 8.70958669 10.78774980 NA NA 9.70591710 9.78282347 3.78919714 1.50380666 -0.49614247 5.10370744 NA 11.03224744 -1.49614247 12.72439838 9.22174395 11.04706684 4.59125454 2.76608626 13.42962590 1.82570423 10.19929138 11.27218443 10.44841390 11.42823474 -0.49614247 8.37415790 8.35085081 12.52572758 8.39557698 12.84099708 -0.49614247 11.27094323 1.50380666 5.08875644 2.1774e-01 2.1774e-01 2.7695e-01 5.8309e-03 -1.3862e-04 -1.3862e-04 -1.4503e-02 -8.4385e-03 -2.6997e-01 3.6569e+00 2.3488e-01 -2.6925e-01 -2.6925e-01 -8.4130e-02 -5.7295e-02 2.3426e-01 3.6569e+00 0.0000e+00 0.0000e+00 6.7400e-01 6.7400e-01 9.7064e-04 -2.9721e-02 -1.6982e-02 -1.6982e-02 -8.4528e-02 3.4623e+00 5.3029e-01 1.6835e-01 2.6137e-01 1.1951e-01 2.7299e-05 2.1774e-01 2.1774e-01 -2.5310e-01 -2.6047e-01 -2.6047e-01 -2.6470e-01 2.4684e-01 -2.6071e-01 4.8217e-01 4.8217e-01 -2.4338e-01 -2.5962e-01 -2.5962e-01 -2.6240e-01 -1.3862e-04 -8.4385e-03 -8.4385e-03 -2.6997e-01 -7.1897e-01 -8.4130e-02 -1.7035e-02 -1.4778e-02 -1.3858e-03 2.3426e-01 2.4000e-01 0.0000e+00 2.1576e-01 2.1576e-01 7.7326e-02 2.5981e-01 9.7064e-04 -3.4627e-03 -3.4627e-03 -2.9721e-02 -2.9721e-02 -1.6982e-02 -2.7200e-01 -8.4528e-02 -8.4528e-02 -1.3419e-01 -8.3336e-02 -1.0126e-01 1.3700e-01 0.000 0.000 0.234 0.234 0.000 0.000 0.216 0.000 0.000 0.000 0.000 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.530 0.530 -0.134 0.263 0.218 0.218 -0.005 0.247 -0.243 -0.243 0.226 -0.260 0.000 0.000 0.000 0.000 -0.270 0.219 0.000 0.000 0.137 0.137 0.000 0.000 0.234 0.234 0.000 0.000 0.216 0.000 0.000 0.000 0.000 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.530 0.530 -0.134 0.263 0.218 0.218 -0.005 0.247 -0.243 -0.243 0.226 -0.260 0.000 0.000 0.000 0.000 -0.270 0.219 0.000 0.000 0.137 0.137 11.330143 NA 9.431638 6.125845 12.041618 12.261598 11.807146 12.167463 10.259933 9.734414 11.805432 11.748157 7.678719 10.828818 10.873936 10.480715 5.149093 12.280852 9.285153 10.299427 10.171348 10.296177 9.663223 12.417420 12.550662 6.946737 -1.496142 1.825704 8.605769 9.579941 10.28063751 12.68121287 10.97343513 0.50375579 11.79237109 10.10880983 14.59235282 7.90039831 6.50941716 9.49389727 9.45069969 11.74175015 8.47533704 8.22660101 10.42228389 8.70101009 3.20423464 10.83974186 8.48963525 9.48107326 10.51187172 1.82570423 10.83443012 11.07767715 5.88749846 8.04101185 -0.49614247 10.50660839 NA 8.87883291 9.87883276 10.29942715 13.32596579 12.10463544 10.78774980 11.86038284 0.08882003 1.08875220 8.36952668 10.37954266 8.58594237 4.71324490 11.03224744 11.31356144 11.04706684 11.90773737 10.59191901 10.59886065 9.67371841 10.19929138 7.41668270 10.53066257 10.39557708 4.73261111 -1.49614247 1.08875220 8.14371279 9.96884949 9.19815132 6.98760965 9.97851327 4.63307660 TCGA-CN-5355 64 0 NA 1007 head and neck stage iva t4a n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 40 NA 0 black or african american not hispanic or latino 54.67.0 4 7 2 1 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 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18.7628077 10.3311507 -1.3496031 6.3438377 2.3507801 11.9212309 5.8695211 10.1773398 2.1097951 3.5572385 10.9809884 10.2746902 12.0261988 11.4532719 11.6294195 NA 8.3507911 10.9438233 NA 0.2353594 9.7962838 10.0834154 5.8982785 3.1097784 2.5572385 4.1097868 NA 10.1015628 4.2353135 12.6005430 9.9239841 11.0940723 6.5021014 2.2208252 13.1395724 1.8202811 10.0301145 11.3970759 9.2947308 11.7359901 -0.3496031 8.7809222 9.0199490 12.2694253 7.8152584 11.8630000 1.6503510 10.9062654 2.2353288 3.8202811 -0.0184900 -0.0055425 0.5209500 -0.2130500 0.0190830 0.0190830 0.0204830 0.0204830 0.4766300 0.4766300 0.5008200 0.3903100 0.3903100 0.3841900 0.3841900 0.1074500 0.1074500 -0.1506700 -0.1506700 0.0150520 0.0294660 0.0253900 0.0175440 0.0317180 -0.4522200 0.0043021 0.0000000 0.0000000 -0.0328600 -0.2144100 -0.2031100 -0.2031100 -0.0184900 -0.0184900 -0.0136770 -0.4542600 -0.4542600 -0.4542600 -0.4542600 -0.1632000 0.0120970 0.0120970 -0.4716200 -0.2130500 -0.2130500 -0.4117900 0.0566550 0.0262330 -0.4692500 0.4895800 -0.8790700 0.3841900 -0.2911800 -0.2911800 -0.2911800 0.1074500 0.2510500 -0.1701500 0.0150520 0.0150520 0.0266540 0.0372170 0.0253900 0.0203430 0.0203430 0.0175440 0.0175440 -0.4522200 -0.4566000 0.0043021 0.0043021 -0.4542600 -0.0479360 -0.0571160 -0.0895670 -0.291 -0.291 0.107 0.107 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 -0.203 -0.203 0.000 0.000 0.000 -0.214 0.000 0.000 -0.454 0.000 -0.163 0.000 -0.213 -0.213 0.000 0.000 0.000 0.000 0.486 0.486 0.384 0.384 0.000 0.000 -0.291 -0.291 0.107 0.107 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 -0.203 -0.203 0.000 0.000 0.000 -0.214 0.000 0.000 -0.454 0.000 -0.163 0.000 -0.213 -0.213 0.000 0.000 0.000 0.000 0.486 0.486 0.384 0.384 0.000 0.000 12.002533 NA 10.930070 6.371451 12.776088 12.700789 12.114004 11.421635 9.977904 10.456901 10.669595 12.047224 8.268737 10.659480 13.180514 10.197728 4.884354 12.026199 10.160127 11.453272 11.088884 10.770265 11.795647 12.857649 13.316936 8.203021 -1.349603 1.235298 10.335976 10.827460 11.0345957 12.1583940 9.9461205 1.4576993 11.2317876 11.4469997 14.5751175 9.1189756 6.6671598 8.9756571 8.7860608 10.9935374 9.6742862 7.2760602 10.5310830 9.9041991 3.2353135 11.1217728 7.8026366 9.7298364 10.7008805 -1.3496031 10.6779122 10.5005385 6.0682043 7.8935254 2.3507801 9.8905467 0.2353594 9.6988385 9.9495597 11.4532719 11.6294195 11.0774025 10.9438233 12.0271553 NA 2.7378165 8.2895113 10.8299497 8.6601803 3.8598006 10.1015628 11.9390736 11.0940723 11.9050850 10.3825191 10.6197382 10.1082454 10.0301145 7.0210388 10.4784881 10.8866649 0.6503969 NA 3.8982761 7.8969971 9.7211435 10.2235255 8.3594355 9.8947155 4.8401762 TCGA-CN-5356 56 0 NA 1045 head and neck stage iii t3 n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 54.67.0 3 2 2 3 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.1959393 10.6255407 1.8036404 18.7554934 10.6536666 5.4631320 5.9441041 3.1515504 12.3553301 5.6015777 10.3045543 5.5633595 6.3214700 11.1078176 10.3991337 11.8387384 10.9016540 12.1110297 NA 8.8340383 10.7230270 NA NA 9.8455299 10.0759335 3.8036197 3.1515504 0.9291850 2.9880484 -1.6556260 11.1681545 -0.6558533 12.5787083 9.9207880 10.6621681 4.0166122 2.9267396 13.4803002 0.6661203 10.5932444 8.7192297 9.8000311 12.4596404 1.6661203 10.9114333 8.6284361 12.2082796 8.7332838 11.4925079 2.5141223 10.6121473 1.6661203 3.8036197 0.2138400 -0.1122800 0.5490300 -0.1076900 1.5959000 0.5396800 0.1942200 0.2054100 0.3085600 0.3085600 0.3085600 -0.1029300 -0.1029300 -0.1029300 -0.0823390 -0.4033500 -0.0877810 -0.1813800 0.1476300 -0.0841990 -0.0967720 0.5616100 0.2156800 0.0052027 0.0052027 -0.1171100 0.2267900 0.2267900 0.0510290 -0.3961000 -0.0288360 -0.0288360 0.1951800 -1.0880000 -0.1280900 -0.1710100 -0.1710100 -0.1660100 -0.1660100 0.0000000 0.0000000 0.0000000 0.0032577 -0.1328400 -0.1328400 -0.1328400 1.1644000 0.3925500 0.3925500 -0.6354300 -0.1029300 -0.1029300 0.4627100 0.4627100 -0.0943960 -0.4033500 -0.0877810 0.1476300 -0.3957000 -0.4060000 0.2231900 0.2235200 0.2275200 -0.4062200 -0.4062200 0.2005300 0.2030700 -0.0995410 -0.0995410 -0.1171100 -0.1171100 0.1684300 0.0535900 0.0535900 0.0406450 0.463 0.000 -0.403 0.000 0.148 0.148 0.000 0.223 0.228 0.209 -0.197 0.216 0.216 0.000 0.000 -0.117 -0.117 0.000 0.000 0.227 0.227 0.168 0.226 0.201 0.201 -0.166 0.383 0.000 0.000 -0.133 -0.133 1.111 0.873 0.194 0.194 0.309 0.309 0.000 0.000 0.000 0.000 0.463 0.000 -0.403 0.000 0.148 0.148 0.000 0.223 0.228 0.209 -0.197 0.216 0.216 0.000 0.000 -0.117 -0.117 0.000 0.000 0.227 0.227 0.168 0.226 0.201 0.201 -0.166 0.383 0.000 0.000 -0.133 -0.133 1.111 0.873 0.194 0.194 0.309 0.309 0.000 0.000 0.000 0.000 11.2340744 -1.6556260 9.8594466 4.9588983 12.2421302 12.6817376 10.4885299 11.6056976 9.9529071 9.7756878 10.7816822 12.0106362 8.0059686 10.6562223 11.1146477 11.0693434 3.5324292 11.8387384 10.4226746 10.9016540 11.0682777 11.1920306 9.9740022 13.2217533 12.8769723 9.3399573 -0.6558533 4.0721144 9.9263322 10.9312645 10.9760494 12.0398536 10.5496780 0.9291850 11.3169906 11.1232940 15.0873541 7.4369472 7.9197298 9.3171700 9.5748111 11.3441903 9.5505881 8.3286085 9.8455299 8.9826263 6.1833932 11.9751399 8.9102443 9.3734775 13.6575339 4.1770806 10.5178674 9.9026110 6.6203151 7.3157338 5.6109776 9.6845968 NA 9.0738109 9.5475383 10.9016540 12.1110297 11.1456966 10.7230270 11.4979006 5.3776131 NA 7.9456826 10.0519808 8.1928131 4.8677532 11.1681545 12.4581765 10.6621681 12.1894843 9.5591164 10.2914619 10.2268333 10.5932444 6.8716675 9.7110588 11.2541114 2.1515341 0.6661203 5.7365075 7.8665754 10.1160923 10.3616947 6.3720954 11.0101923 6.4474784 TCGA-CN-5358 60 1 261 173 head and neck stage ii t2 n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 45 1965 0 white not hispanic or latino 83.64.0 3 1 4 2 1 1 3 1 5 1 0 0 0 0 0 0 0 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10.2628148 11.0729745 11.8569862 6.1458242 3.7795014 9.8210115 11.9667003 9.9029777 6.6436888 10.1025576 11.6384552 9.4545777 11.4594228 9.3978883 9.9730283 9.8018706 10.9942894 8.1370547 10.1539991 10.8907657 6.1888934 2.2389397 9.1501903 9.9983748 10.2036692 9.8273084 7.2389349 10.1365049 5.5868578 TCGA-CN-5361 80 0 NA 1681 head and neck stage iva t4a n2a m0 19-3-2015 male 2007 NA NA head and neck squamous cell carcinoma yes 25 1957 1 white not hispanic or latino 54.67.0 NA 7 2 1 2 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.169407e-06 1.251581e-06 10.4709763 NA 10.6146189 4.5190197 9.6331618 10.0551916 8.7478378 16.2454993 7.3538543 8.6081129 5.7254712 8.6194794 NA 9.4669370 7.7814751 5.4624352 3.6765608 11.0575811 -0.1814766 NA 12.0761145 6.0947048 11.0461953 NA 10.1711745 10.6427425 10.6981626 0.4035950 1.8506794 5.4184936 NA 14.3316901 6.1405067 11.6423446 8.3846335 7.7314684 10.0894587 6.1405067 NA 4.2108953 13.6361127 9.7771320 -1.1814766 10.9407603 6.3820429 11.5520184 7.2448443 6.2697906 3.9478625 NA -1.1814766 -0.1814766 1.8185643 14.0996368 16.2416607 12.1948404 9.9587700 12.8070865 NA NA 4.9060440 13.9673340 3.4624319 9.2810815 10.8937242 1.8185643 18.0865867 10.3465450 NA 6.9581304 2.1405169 12.1190749 3.4624319 10.2022836 8.4035417 4.1761313 10.9686440 9.9866247 12.2844582 12.2318106 11.9770313 5.2448452 8.3303321 11.1703468 3.9060440 NA 10.6843126 10.3611276 4.2448414 2.1405169 -1.1814766 7.1936190 NA 11.5278786 NA 13.0210093 9.5260506 11.3003788 3.2109031 1.8022759 13.0226155 7.3499606 9.9644542 7.2780108 10.7424936 11.3129350 3.2109031 8.8779240 8.7314687 12.0262038 8.0947037 10.4456572 -1.1814766 10.6881732 2.7254794 4.5464994 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.263594 -1.181477 9.845670 6.278011 10.554558 13.286298 9.604849 11.920391 10.299370 9.030468 11.296085 12.804866 8.219459 11.032291 9.528525 11.026814 5.785517 12.284458 8.353855 12.231811 10.894727 10.667984 10.717181 12.956804 12.436381 8.083022 -1.181477 0.403595 9.453390 11.450666 11.0885826 12.3876042 10.7625593 1.1405169 11.7868862 10.7337118 13.5085211 9.3893838 6.6451281 8.8616065 9.3722086 11.7374426 9.2191707 8.4892354 9.6718888 8.6874019 3.6765608 10.8714870 8.0806742 4.9885029 13.6361127 -0.1814766 10.2759602 9.9587700 6.1673077 4.3731679 0.8186052 9.2406442 NA 9.3273645 7.9323217 12.2318106 11.9770313 10.5751357 11.1703468 10.5604676 NA NA 7.1177875 10.2055196 5.5050811 4.6259367 11.5278786 11.5409600 11.3003788 11.9640339 9.9897562 9.7756814 9.3683639 9.9644542 7.5999389 9.8044213 10.8970638 -1.1814766 NA -0.1814766 9.4651921 9.0841945 10.1132001 8.3750855 9.9594091 5.9166104 TCGA-CN-5363 48 1 253 NA head and neck stage ivb t4a n3 m0 19-3-2015 male 2007 NA NA head and neck squamous cell carcinoma yes 15 1977 6 black or african american not hispanic or latino 54.67.0 4 6 1 1 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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5.19290429 2.64542499 -1.05499167 4.33729720 NA 11.41843000 NA 12.49307734 9.55844520 10.82876675 1.26687647 1.53236684 13.24210914 NA 10.52004443 7.21644128 9.96390135 11.70922751 0.52997083 9.19290552 9.47147708 12.37176682 7.65233734 12.78359097 NA 6.14465009 -0.05499167 3.98937520 -0.116640 -0.160130 0.224220 0.166250 -0.118610 -0.118610 0.215300 0.184950 -0.371320 0.691480 0.744610 3.656900 3.454300 0.147260 0.147260 2.562700 3.656900 0.223450 -0.030640 -0.377180 -0.377180 -0.289050 0.007500 0.205340 -0.370420 -0.336180 0.234880 0.234880 -0.012231 -0.036927 0.004580 0.004580 -0.160130 -0.160130 -0.160130 -0.384480 -0.371210 -0.383250 -0.383250 -0.381230 0.184800 0.184800 0.184800 -0.081920 -0.081920 0.542240 0.488480 0.184950 -0.391520 -0.393630 -0.961360 0.147260 -0.375040 -0.375040 0.000000 -0.365560 -0.366690 -0.030640 -0.377180 -0.377180 0.448670 0.481650 -0.306520 -0.101860 -0.101860 0.007500 0.007500 -0.370420 -0.370420 -0.336180 0.230090 -0.342170 0.049966 0.017158 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2.94497086 10.49812718 8.06132204 8.86384122 14.03868433 1.26687647 10.61872870 9.85186848 5.94497788 6.03244031 6.63846488 9.59153656 NA 8.30252972 10.49956679 9.92010941 11.79711725 11.17619908 11.49139011 10.99924309 0.52997083 1.94497086 7.43088739 11.71274859 6.91652203 5.45277332 11.41843000 11.47976713 10.82876675 12.43306911 10.66693150 10.15382193 9.46853994 10.52004443 7.92797169 9.92154210 10.66522220 -0.05499167 5.64541634 -1.05499167 9.02025660 9.68812929 10.49283640 7.35436929 9.86384122 5.48413813 TCGA-CN-5364 55 1 493 NA head and neck stage iva t4a n2c m0 19-3-2015 male 2006 NA NA head and neck squamous cell carcinoma no NA NA 9 white not hispanic or latino 54.67.0 3 7 1 1 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 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NA NA 9.8553480 10.2029793 4.9249027 1.7549730 NA 10.3503388 NA 10.4707491 5.7449253 13.1724200 9.1371262 11.1546710 0.9069675 2.3622174 13.0503002 4.9249027 9.6444851 8.1605920 10.0305022 10.3660025 2.4919557 8.4538752 6.9859319 11.9426047 7.9426048 10.9576457 -1.4150375 11.7094971 0.9069675 4.6935762 0.00471900 0.00471900 0.83176000 -0.00277070 0.01530800 0.01530800 0.00446340 -0.00373950 0.00694350 0.00694350 0.41731000 -0.02054900 -0.02054900 -0.01114600 0.41496000 0.01167900 3.33470000 -0.01704700 -0.01422800 -0.07401000 -0.07401000 -0.00415460 0.00083195 0.01307400 0.01307400 -0.04129500 0.08652200 0.08652200 -0.00379680 -0.02068700 -0.00954260 -0.00954260 0.00471900 0.00471900 0.00332990 -0.40981000 -0.40981000 -0.41025000 -0.41025000 -0.40838000 0.00638710 0.00638710 0.47907000 -0.01656700 -0.01656700 -0.41355000 -0.41893000 0.00000000 0.00027728 -0.40163000 -0.77031000 -0.01114600 -0.01505400 -0.45800000 -0.00954260 0.01167900 0.00000000 -0.01422800 -0.07401000 -0.07401000 0.07512800 0.07555900 -0.00401620 0.01824300 0.01824300 0.00083195 0.00083195 -0.39453000 -0.39453000 -0.08405200 0.32527000 0.02244400 0.02581200 0.00381290 -0.00379680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 0.000 -0.395 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.410 0.235 -0.408 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 0.000 -0.395 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.410 0.235 -0.408 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.000 0.000 0.000 0.000 11.2588034 -1.4150375 10.7224121 6.4859194 11.5115340 12.0194164 12.7207620 12.1931920 8.9193261 9.3655924 11.0354907 11.8624854 7.8017982 11.1154590 10.6304711 10.2410305 4.2409783 12.6035137 8.5537195 11.5749793 11.2425944 10.8550560 11.0559657 12.7957811 13.4615696 9.9237890 NA 0.5850587 10.1615370 10.4135858 11.2457172 12.0511291 11.5205861 -0.4150375 11.8222626 11.0401230 15.5379858 9.3449408 6.3859521 8.0175946 8.9182079 10.9387509 10.3120627 8.5172674 10.6558445 9.3155228 3.1700212 11.3476424 9.2846252 5.8138710 14.1467284 3.3399355 10.3474347 11.0686165 5.6294470 5.3532386 0.5850587 9.2733030 -1.4150375 9.2776682 9.5046609 11.5749793 11.6735097 11.0743989 10.9901941 11.8705994 1.9069675 -0.4150375 7.1046889 10.4573428 9.7052906 4.7549783 10.4707491 11.3829168 11.1546710 12.8087527 10.8183728 10.5857570 9.1700152 9.6444851 7.9687572 10.3705051 10.1591732 0.5850587 NA 10.4870509 8.8372804 9.7853384 9.8174736 8.3163716 10.6063797 5.2715527 TCGA-CN-5365 38 1 351 NA head and neck stage ivb t2 n3 NA 19-3-2015 male 2006 NA NA head and neck squamous cell carcinoma yes 26 1980 1 white not hispanic or latino 54.67.0 2 3 3 3 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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1.1891604 11.3287381 7.9547215 11.5013618 10.8965459 11.2908999 NA 8.6778303 11.2234355 -1.1328943 1.6745962 9.1056634 8.6271468 7.5254699 1.6745962 NA 8.6120926 -0.1327361 10.6942043 6.7801487 13.6263146 9.0238979 9.9738216 2.6746188 2.1703097 12.9822210 4.8214551 9.7972567 9.4681008 10.1377000 10.5011620 1.6745962 10.9474100 8.9520671 11.4729697 8.9744757 10.4390114 NA 11.3643620 NA 3.0371889 0.0890600 0.0000000 0.8739900 -0.0501430 0.1138200 0.1138200 0.1621300 0.1621300 -0.4852800 -0.4852800 0.2822500 -0.0841900 -0.0752730 0.0218190 0.0218190 -0.4012400 3.6569000 -0.4762200 0.0751320 -0.0323770 -0.0323770 0.1749100 0.0618710 -0.0417650 -0.0417650 -0.5210700 0.0803900 0.0803900 -0.0177290 -0.0011723 -0.0011723 -0.0011723 0.0000000 0.0000000 0.0000000 -0.4435600 -0.4435600 -0.4435600 -0.4435600 -0.0265030 -0.0265030 -0.0265030 -0.0265030 -0.0007566 -0.0007566 -0.0177850 0.0694600 0.1621300 0.1621300 -0.5032300 -0.9886700 0.0218190 0.0605850 0.0094102 0.0094102 -0.4012400 -0.4405300 0.0751320 -0.0500270 -0.4825400 -0.0848140 0.0880470 0.1749100 0.0696030 0.0696030 0.0618710 0.0618710 -0.0417650 -0.0417650 -0.5210700 0.0339080 -0.4899900 -0.0094679 -0.0094679 -0.0094679 0.000 0.000 -0.401 -0.437 -0.476 0.000 0.000 0.000 0.175 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.460 0.000 0.000 0.000 -0.317 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.162 0.162 -0.223 0.262 0.000 0.000 0.000 0.000 0.000 0.000 -0.401 -0.437 -0.476 0.000 0.000 0.000 0.175 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.460 0.000 0.000 0.000 -0.317 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.162 0.162 -0.223 0.262 0.000 0.000 0.000 0.000 10.8917058 NA 9.0850831 7.1936880 10.9619961 11.4449164 9.7135326 11.6469780 7.8896262 9.7445427 10.8391614 11.6671473 7.6713896 9.4819685 11.0742730 11.2393075 3.7552722 11.5013618 7.8923983 10.8965459 11.0567744 9.9299794 10.9017138 13.2246787 12.8921386 8.2444690 -1.1328943 0.8672639 9.4484593 8.9731673 11.3596126 11.8756873 12.0381226 -0.1327361 11.2932613 10.6746136 15.3514978 9.2903746 5.5111138 9.6120926 7.8272608 11.5821481 10.3928431 8.5449783 10.1281782 8.3770335 2.6746188 10.7635911 9.0632460 5.9547221 13.2521099 0.8672639 10.6898295 11.2737294 6.6087250 5.4671719 -0.1327361 10.3750533 NA 9.1340453 7.3348641 10.8965459 11.2908999 11.2059950 11.2234355 11.0068100 -1.1328943 NA 7.5111146 10.1486092 2.8672639 5.0767130 10.6942043 11.4302165 9.9738216 12.4461031 10.7410872 9.7711405 8.9198266 9.7972567 6.3750533 9.9751296 9.8686669 2.4522264 -1.1328943 4.3266883 9.0579722 9.0016849 9.8923982 7.0912608 10.5956044 4.6221456 TCGA-CN-5366 51 1 360 NA head and neck stage iva t4a n2c m0 19-3-2015 male 2006 NA NA head and neck squamous cell carcinoma no 80 1966 9 white not hispanic or latino 54.67.0 2 1 1 1 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 0 0 0 0 0 4 0 0 0 0 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5.9142081 3.5492133 11.1378117 10.1491234 11.8639566 11.0325378 12.0222399 NA 8.3767219 10.9495726 NA -1.4953288 9.7288181 8.8346129 5.3503063 1.8267620 -1.4953288 6.7622040 NA 10.7613201 NA 12.7559290 9.5102445 10.7721884 6.7093871 2.0296296 13.2790888 2.9642508 10.0890932 8.0381464 10.2428623 11.6597928 0.5047729 11.7306265 9.4139596 12.3152877 8.6120336 11.6809897 1.3122005 9.7913742 1.0897693 5.1772401 0.0518560 0.0518560 0.5813000 0.3628000 0.0000000 0.0000000 0.1451800 0.1451800 -0.2758300 0.5709500 0.5879300 -0.0566800 -0.0566800 0.0934750 0.1437000 -0.2666100 1.7430000 0.1493500 0.0202030 -0.0505060 -0.0505060 0.1402800 0.2231200 0.3647700 -0.2676900 -0.0999990 0.1450300 0.1450300 0.0085034 -0.0407520 -0.0407520 -0.0756850 0.0518560 0.0518560 0.0518560 -0.2750000 -0.2750000 -0.2714000 -0.2714000 -0.0473950 -0.0473950 -0.0473950 -0.0473950 -0.2695900 -0.2695900 -0.2695900 0.1442900 0.0052749 0.0052749 -0.2840700 -0.0566800 0.0934750 -0.0549600 -0.0549600 -0.0549600 -0.2937800 -0.2382800 0.0202030 -0.0713190 -0.0505060 -0.0653870 0.7723300 0.1257900 -0.0724080 -0.0724080 0.2231200 0.3356100 -0.2676900 -0.2676900 -0.0999990 -0.0999990 -0.0760120 0.0464170 0.0220540 -0.0066432 0.000 0.000 -0.267 -0.267 0.129 0.000 0.000 0.772 0.126 0.000 0.000 0.223 0.223 0.365 -0.268 0.000 0.000 0.000 0.000 0.145 0.145 0.000 0.000 0.000 0.000 -0.115 0.157 0.000 0.000 0.363 -0.270 0.000 0.000 0.140 0.000 0.295 0.571 0.000 0.000 0.000 0.000 0.000 0.000 -0.267 -0.267 0.129 0.000 0.000 0.772 0.126 0.000 0.000 0.223 0.223 0.365 -0.268 0.000 0.000 0.000 0.000 0.145 0.145 0.000 0.000 0.000 0.000 -0.115 0.157 0.000 0.000 0.363 -0.270 0.000 0.000 0.140 0.000 0.295 0.571 0.000 0.000 0.000 0.000 11.219062 NA 10.277535 7.340867 12.128698 12.334234 9.553303 12.086253 9.401906 9.280427 11.088839 12.316894 7.905696 10.876865 10.613014 9.637959 4.392585 11.863957 8.477796 11.032538 10.955512 10.371323 10.529610 12.752751 13.273414 5.163028 -1.495329 1.312200 9.979537 9.286176 10.61072507 12.48638379 10.00715106 0.82676202 11.39830766 10.93396169 14.47449443 9.02641693 6.83124643 8.59625201 9.17900887 11.16837465 9.43615247 8.80516894 9.92319628 8.77627971 9.65456371 11.60597151 7.95602760 6.60284879 13.47334833 0.08976931 11.34971839 9.82618093 5.84466685 5.79943706 0.82676202 9.75511491 0.50477292 9.18956515 9.17015241 11.03253784 12.02223987 10.93474625 10.94957258 11.09493572 -1.49532876 1.31220046 6.91331669 10.02984791 5.51604352 6.42367901 10.76132010 11.77262733 10.77218845 12.92503995 10.34283861 10.07893694 9.48281199 10.08909317 7.30571613 10.28412554 10.41695741 1.08976931 NA 3.89713391 9.66284548 9.37979790 11.15788551 6.44145526 10.58896053 5.52718296 TCGA-CN-5367 60 1 352 NA head and neck stage iva t4a n2b m0 19-3-2015 female 2006 NA NA head and neck squamous cell carcinoma no 40 1966 2 white not hispanic or latino 54.67.0 1 3 4 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.419723e-06 5.840711e-07 8.7842416 NA 11.5165888 2.7143554 9.5315294 10.4430784 9.6828550 15.8513581 7.5576322 7.3950791 5.6155781 8.2689466 1.4342412 9.1737893 8.1853155 7.7817131 2.6269063 11.4846814 NA NA 8.8314659 9.2425244 11.3486348 3.3817817 10.2480308 10.9569713 10.4152053 0.2118844 2.3273425 2.3273425 NA 15.0356723 4.2707532 11.7518238 7.4115296 5.9667442 10.3896920 0.6268596 NA 3.8363483 12.7605989 9.1484951 -0.3731404 11.2235504 7.0936447 11.8069593 6.8314656 7.3479942 -0.3731404 1.2118844 -1.3729535 4.0531635 2.9488251 15.1533003 16.3409634 12.5005311 10.4180576 12.8644035 NA 0.6268596 6.0698375 13.4305214 1.2118844 9.9335260 11.0346936 NA 19.2052462 11.6447470 NA 6.9488227 0.6268596 12.0733319 4.4597857 10.3543898 6.5277616 3.4342546 11.5220913 10.2851063 11.9572515 11.5865345 11.9322440 NA 8.7143575 11.7005342 -1.3729535 -0.3731404 9.5239839 10.1819631 5.3950799 2.4342412 0.9488251 8.7432386 0.9255438 10.8697711 -0.3731404 13.0665308 9.6462700 10.9411947 3.5337876 0.3624418 12.8669407 5.0863252 9.8557133 9.5934001 10.0570912 10.8284061 -0.3731404 11.7365622 9.1747532 12.0182726 8.4358590 12.4300168 0.2118844 9.8466683 0.6268596 4.4082567 0.00000000 -0.00801040 0.53151000 -0.00138580 0.15248000 0.15248000 0.10499000 0.10658000 -0.54985000 0.65737000 0.99738000 -0.55697000 3.65690000 -0.54330000 0.41597000 0.00069327 3.65690000 -0.00023838 -0.00123040 -0.16866000 -0.16866000 -0.16307000 -0.06450800 3.65690000 0.18753000 -0.07614500 0.05025000 0.05025000 0.10833000 0.02179900 0.05437600 0.40894000 0.00000000 0.00000000 -0.00801040 -0.54915000 -0.54915000 -0.54915000 -0.54915000 0.01726400 0.01726400 -0.49788000 -0.34635000 -0.00138580 -0.00138580 -0.00138580 0.15248000 0.10658000 0.09358800 -0.55787000 -1.08650000 -0.54330000 -0.07931300 -0.07307600 -0.06316600 0.00069327 -0.55156000 -0.02575600 -0.16866000 -0.16866000 0.61045000 0.61045000 -0.03340500 0.12482000 0.12482000 -0.06450800 -0.06450800 -0.52461000 -0.56163000 -0.07614500 -0.07614500 -0.02342900 -0.07854400 -0.09657200 0.10833000 0.000 0.000 3.657 3.657 0.000 0.000 -0.169 0.610 0.000 0.000 0.000 0.000 0.000 0.000 -0.525 0.000 0.000 0.000 0.355 0.000 0.000 0.000 0.197 0.000 0.000 -0.549 0.532 0.000 0.000 0.000 0.000 0.147 0.000 0.105 0.105 -0.550 -0.268 0.000 0.373 0.000 0.108 0.000 0.000 3.657 3.657 0.000 0.000 -0.169 0.610 0.000 0.000 0.000 0.000 0.000 0.000 -0.525 0.000 0.000 0.000 0.355 0.000 0.000 0.000 0.197 0.000 0.000 -0.549 0.532 0.000 0.000 0.000 0.000 0.147 0.000 0.105 0.105 -0.550 -0.268 0.000 0.373 0.000 0.108 11.5631646 NA 10.6447506 3.8748265 10.5583710 11.6328438 10.3946654 11.3520480 9.0116784 9.1046530 10.6223086 11.6207177 7.9778340 10.7150204 12.1999501 10.6180622 5.3317661 11.9572515 12.6003231 11.5865345 11.6363735 10.9541666 11.3162791 13.2586516 13.6655137 7.1227493 -1.3729535 -0.3731404 9.9628432 9.2806355 11.07939338 12.58381533 11.57014213 0.94882508 11.66615653 11.44966469 15.13597289 10.32646713 6.09450000 9.63322085 9.34884830 11.55467269 9.52920193 8.45503125 10.60381678 10.12922930 2.62690633 11.10591708 8.97119060 6.24160378 12.76059887 3.53378758 11.06308575 10.41805762 6.50341234 4.50953750 0.21188440 9.29489318 NA 9.02884096 9.88781433 11.58653447 11.93224403 11.16556868 11.70053422 11.93338368 -0.37314038 2.21185326 6.62689465 11.34435694 5.06983963 4.18148425 10.86977110 11.23306856 10.94119473 12.37267408 10.52133357 9.29134202 9.12274984 9.85571334 8.01059915 10.40044603 10.29356258 1.62690633 0.07573798 2.43424123 7.92791067 9.87125857 10.06672561 8.53528743 10.42212270 6.06152349 TCGA-CN-5369 89 1 380 NA head and neck stage iva t4a n0 m0 19-3-2015 female 2006 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 54.67.0 3 1 1 1 3 3 2 2 NA NA 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 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 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 4 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 1.004046e-05 3.560052e-06 10.1104041 -0.2570452 10.2946976 2.2024177 9.4978770 10.4836135 8.8671107 16.6518685 7.6707674 6.8825403 6.2821488 7.8304525 -0.2570452 10.2874709 8.0558724 4.0283923 4.4978742 12.1386574 NA NA 9.6986392 6.1180295 11.1521151 2.0649173 10.5786451 10.3636674 10.9630653 0.7429548 NA 4.3868454 -0.2570452 14.5162832 6.5374048 11.5382174 9.5543640 6.6737274 11.0338722 4.2975803 NA 1.5503589 12.5404483 9.2398431 2.0649173 12.4578788 6.3010279 12.0453427 6.9475610 7.1692546 NA -0.2570452 -0.2570452 1.0649518 -1.2570452 15.5874736 15.0000216 12.4988158 11.3080915 12.9458019 -0.2570452 0.7429548 4.9524407 14.3195328 3.6971844 9.7366355 10.9225875 3.3098019 19.3875868 13.7182552 0.3279173 6.7873841 3.8304480 11.8102557 7.5884793 10.5107600 5.3128467 5.3576998 11.0668886 10.4768521 12.1799442 11.4613082 12.0033209 4.4978742 8.3994142 11.5317077 NA NA 9.3194737 10.3396450 4.4978742 3.6971844 NA 5.1692556 -1.2570452 10.9172909 NA 12.8204727 10.1328250 10.9810955 3.6971844 4.8372268 13.7677828 6.5567712 10.0467416 9.5028775 9.2640499 10.7952177 0.7429548 10.2966187 8.6453645 12.3555124 8.6663170 11.3670994 0.7429548 11.7028102 1.5503589 4.3576998 -0.00318590 0.00360760 -0.00304750 0.00000000 -0.00083160 -0.00083160 0.00875280 0.00875280 0.00986690 0.00986690 0.00986690 0.01894300 0.00181820 0.00694350 0.00694350 -0.00194480 0.00013863 -0.00152430 -0.00152430 -0.00429290 -0.00429290 -0.00083160 -0.00180140 -0.00207840 -0.00207840 0.04556600 0.00291330 0.00291330 -0.00072760 -0.00318590 0.00235810 0.00235810 -0.00318590 -0.33029000 0.00360760 -0.00304750 -0.00304750 -0.00304750 -0.00304750 -0.00110870 0.00019956 0.00019956 0.00019956 0.00000000 0.00000000 0.00000000 0.00703530 0.00875280 0.00875280 0.00986690 -0.37572000 0.00694350 -0.00733390 -0.00733390 -0.00733390 -0.00194480 0.00013863 -0.00152430 -0.00429290 -0.00429290 0.00249690 0.00249690 -0.00083160 -0.00705760 -0.00705760 -0.00180140 -0.00180140 -0.00207840 -0.00207840 0.04556600 0.04556600 0.00221930 0.00277450 0.00277450 -0.00072760 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.9213430 NA 9.5600450 8.7722766 11.0541700 11.3558556 11.7274078 11.6258234 9.5111737 10.7209847 11.0260777 11.3565486 9.8403631 11.0341601 10.7604938 11.2166951 4.5618882 12.1799442 9.8084055 11.4613082 10.4886637 10.6906264 10.9500037 12.9058095 12.7729667 7.3503196 -0.2570452 3.7873802 9.5853397 9.8110959 11.0581390 12.2485529 10.6670595 1.3279747 11.5294632 10.8978075 14.6615489 9.7597977 7.4844564 8.0895029 8.6633421 11.4156357 9.3088530 7.9228983 10.7238430 8.5567704 4.4978742 11.0518972 9.2146647 10.7209847 12.5404483 2.9129181 10.5099323 11.3080915 4.7429871 9.5955190 0.3279173 10.6056267 1.7429979 9.8475881 8.6913565 11.4613082 12.0033209 11.2714435 11.5317077 11.5384203 4.7429871 -1.2570452 8.2860212 10.4105445 9.5583727 4.9328124 10.9172909 11.5876952 10.9810955 11.7316741 10.6241034 10.3326405 10.1655799 10.0467416 6.8144517 10.2060027 10.3577820 4.7873854 -0.2570452 7.3723462 9.9826416 10.0062586 10.0828393 7.2975785 9.7422848 5.7429898 TCGA-CN-5370 78 1 259 NA head and neck stage iii t3 n1 m0 19-3-2015 male 2006 NA NA head and neck squamous cell carcinoma yes NA 1975 1 white not hispanic or latino 164.62.0 3 3 4 2 1 1 3 1 4 1 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 6 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 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 6 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 5 0 0 0 0 0 0 0 0 0 0 0 0 5 7 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 5 0 0 2.447536e-06 7.231357e-07 10.5740963 NA 10.4208743 4.8489834 9.2018132 10.6189419 9.2134129 16.4114731 7.1619612 7.0819616 5.3783556 7.7227775 5.3680140 9.5676148 10.2288544 5.4487457 9.7731239 10.6642856 -0.7509795 -1.7509795 11.6801778 9.2630924 11.5269405 3.3783590 10.3918172 10.5794287 9.9464740 0.8340639 -1.7509795 4.3575942 NA 12.9249188 7.0564264 10.9001237 9.8843366 7.4609604 11.6800472 3.9769959 NA 1.9494976 12.6385689 8.8227193 0.8340639 10.6370893 10.2687947 12.4746560 6.6153942 7.5619546 1.9494976 1.2490812 0.8340639 3.0564275 2.0564101 15.8149674 16.3596166 12.3523598 10.1567138 13.0473413 2.2490812 NA 5.4778910 14.0472906 3.7085073 9.0620515 10.1649514 1.2490812 17.6161326 12.7520902 3.9214935 6.2377568 2.8929350 11.1552110 7.6774321 9.9059437 6.3471040 4.1317129 10.8520027 9.3371977 11.7355664 10.9557839 12.3470218 0.8340639 8.3924552 11.2283185 NA 0.8340639 9.1093830 11.0827527 6.8036610 4.0564275 NA 3.2490660 NA 10.9298710 -0.1660170 12.3518679 10.2144522 11.5504253 6.3471040 3.0388049 13.4268489 6.7369119 10.2111836 8.7657568 8.8720389 11.8696355 2.7084963 10.5202432 8.1915863 12.1987163 8.1023815 12.6264181 1.2490812 10.4560863 2.3365405 5.0945612 0.0207630 0.0106130 0.0270760 0.0515300 0.0000000 0.0000000 0.0283410 0.0283410 0.0649400 0.9501700 0.4096100 1.2228000 0.3896500 2.5068000 0.0315770 -0.0328600 0.4111100 -0.0438730 -0.0438730 0.1036600 0.1036600 -0.1725900 -0.0977590 -0.1274600 -0.1274600 -0.3790900 0.0491140 0.0491140 -0.0175290 0.0127950 0.0127950 0.0127950 0.0106130 0.0106130 -0.4345800 -0.2027400 -0.2027400 -0.2027400 -0.0189020 -0.0878440 -0.0878440 -0.0878440 -0.1063100 -0.0271240 -0.0271240 0.0552300 -0.1269400 0.0283410 0.0283410 -0.6013800 0.3896500 0.0315770 -0.0323140 -0.0323140 -0.0631660 -0.0328600 -0.2917700 -0.0438730 0.1036600 0.1036600 0.0056919 0.0056919 -0.1725900 -0.0112140 -0.0112140 0.2169600 -0.0977590 -0.3006300 -0.3006300 -0.3790900 -0.0580580 -0.1464400 -0.0230180 -0.0230180 -0.0175290 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.000 -0.173 0.000 0.000 0.217 0.217 -0.127 -0.301 -0.321 0.000 0.000 0.000 0.000 0.000 -0.146 -0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.601 0.290 0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.000 -0.173 0.000 0.000 0.217 0.217 -0.127 -0.301 -0.321 0.000 0.000 0.000 0.000 0.000 -0.146 -0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.601 0.290 0.358 0.000 0.000 0.000 11.295855 NA 10.100411 9.416490 11.726577 12.130659 10.581948 11.297389 9.815126 9.984628 11.410204 11.402624 9.684221 10.973159 11.217559 10.712596 3.837933 11.735566 10.357923 10.955784 10.857327 10.886150 10.387984 12.520639 12.827975 6.293466 1.056445 3.949516 9.659523 10.098477 10.6203041 11.6838305 11.9427767 1.0564448 11.4745807 10.2879910 14.6541298 8.7268302 7.6219368 9.0740306 9.1070530 11.5961396 8.9603345 7.8983281 10.0760176 8.1915863 9.7731239 10.9529755 8.9803910 7.8875076 12.6385689 2.7084963 10.3889430 10.1567138 6.4969991 6.7409249 2.8340437 10.1809175 -0.7509795 9.6027701 10.3212045 10.9557839 12.3470218 11.6276378 11.2283185 11.5933679 4.0304332 5.3680140 8.2866187 11.6235681 7.0819616 4.8929301 10.9298710 11.8318020 11.5504253 12.0293041 10.6456768 10.2007210 10.6057990 10.2111836 7.8711241 9.6925336 10.8333299 4.5709972 -0.1660170 4.0304332 9.0419761 10.1438898 9.7288523 7.5596845 10.2755954 5.1679359 TCGA-CN-5373 55 0 NA 683 head and neck stage i t1 n0 NA 19-3-2015 female 2010 NA NA head and neck squamous cell carcinoma no 60 NA 0 white not hispanic or latino 54.67.0 3 3 4 3 3 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 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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13.29033558 3.10780502 11.22789712 11.26149603 -0.06205304 18.41119560 12.02517535 -1.06220366 6.67934497 1.74523733 11.86769149 6.45357849 9.54613318 6.28660581 3.10780502 10.46925973 9.78101425 12.06320459 11.45628556 13.13893010 NA 8.23020013 11.68544193 -0.06205304 -0.06205304 9.51625099 10.48235986 6.25980728 2.52283415 NA 7.58533665 NA 11.71184164 -1.06220366 12.49246714 10.18976305 11.05876416 7.32158271 3.48323536 12.78042506 4.91515755 9.75003949 12.35229927 10.12073191 10.49582056 0.93787165 11.05844016 8.73715978 12.51601507 8.11778749 12.21269320 1.74523733 12.19482406 1.93787165 4.93787636 -0.00097017 -0.00678130 0.37347000 0.00027728 0.00416320 0.00416320 -0.00512270 -0.00512270 -0.45029000 0.41513000 0.41463000 1.46490000 -0.38683000 -0.38683000 0.01796300 0.00221930 0.40094000 0.02300500 -0.00055444 -0.10552000 -0.16455000 0.00875280 -0.00346270 0.00583090 0.00583090 -0.00719580 0.00541390 0.00541390 -0.02274400 0.00110930 0.00110930 0.00110930 -0.51640000 -0.00678130 -0.00263220 -0.39029000 -0.39029000 -0.39353000 -0.39353000 0.00402430 -0.00180140 -0.00180140 0.00000000 0.00027728 0.00027728 0.00027728 0.00889200 -0.00512270 -0.00512270 -0.45029000 -0.38683000 0.01796300 -0.00083160 -0.00083160 -0.00083160 0.00221930 0.00027728 -0.00055444 -0.13083000 -0.13083000 -0.00097017 -0.00097017 0.00875280 0.03806500 0.03806500 -0.00346270 0.00499690 -0.33693000 -0.35459000 -0.00719580 -0.00719580 0.00273380 -0.02246900 -0.02246900 -0.02274400 0.000 0.000 0.000 0.000 0.000 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 0.361 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.450 0.415 -0.364 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.390 0.361 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.450 0.415 -0.364 0.000 0.000 0.000 11.139390 NA 9.803503 9.791188 10.788065 12.124301 12.090322 11.982443 9.881858 10.256986 10.630930 11.243370 10.866026 11.303927 12.258397 10.512472 3.924290 12.063205 8.279953 11.456286 10.720877 10.120273 10.559014 11.876759 11.671953 8.886246 -1.062204 2.397310 9.385995 9.311831 10.93752603 11.46045984 12.66909123 0.93787165 11.64803899 10.41967772 14.42081100 9.63049375 7.47315373 8.73553978 9.21283875 13.16827407 8.31942104 7.46144016 10.29322942 7.52284043 7.72578069 11.37692999 8.42370758 8.22559066 14.16954949 2.25981481 10.33769024 10.19762155 4.82052108 7.46535498 NA 10.17866958 -0.06205304 9.11778749 9.03063541 11.45628556 13.13893010 11.20114747 11.68544193 11.33769024 3.74523733 1.52285926 7.77988282 10.67850234 7.34301956 4.77077091 11.71184164 11.30965495 11.05876416 11.00934066 10.06587264 9.93010853 9.65126485 9.75003949 6.78962754 10.49390527 10.80515700 5.25980728 0.52285926 2.74523733 9.38702687 10.34726923 10.35150621 7.64523763 10.40853716 4.89207525 TCGA-CN-5374 56 1 1732 290 head and neck stage iva t2 n2 m0 19-3-2015 female 2007 NA NA head and neck squamous cell carcinoma no 30 NA NA white not hispanic or latino 54.67.0 3 5 2 3 2 1 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.92162e-06 1.613149e-06 10.08392590 NA 11.28360276 -1.02796912 9.68810026 11.14456571 9.66649618 15.96625959 6.93214033 8.43770464 5.39840168 8.95227794 1.29407665 9.52864437 10.50887111 6.87300478 11.74465900 13.31212737 -1.02796912 NA 4.18159556 5.74032316 11.43719439 NA 10.73410490 10.70515354 10.47148582 -0.02782203 -0.02782203 3.05959755 NA 10.31087460 5.10142317 11.13704518 6.64456294 6.09107989 12.19236538 9.64367927 -1.02796912 3.43156948 12.03249641 9.45292834 3.05959755 11.50010387 9.24052828 11.67647419 6.04895326 6.94368226 NA NA NA 1.97214120 NA 15.36463913 15.75375190 12.67019170 9.88128132 11.98737903 -1.02796912 NA 4.87902934 11.98441358 2.77949087 9.20575782 11.59487643 2.29407665 18.02175283 11.93954462 NA 6.58684879 3.61599298 11.78531816 3.67257243 10.53866804 4.72702734 7.56832782 11.09075494 10.44584400 12.74019640 12.48018056 11.51975580 1.55709144 8.68981457 11.47770171 -0.02782203 -1.02796912 9.25522666 9.31975949 7.70345720 2.43156948 NA 9.72786040 NA 11.08066266 7.45595431 12.52468725 9.77408909 10.47198414 2.29407665 5.68679464 13.39597635 6.94941821 10.46304929 8.97495313 10.20119729 9.80581899 2.77949087 11.25840721 8.07017033 9.72952830 8.50351968 11.62475914 NA 11.31671156 2.87901954 3.83012346 -0.2605900 -0.2605900 0.5576200 0.0322810 0.0200630 0.0200630 -0.2568500 -0.2527300 -0.1450400 -0.1450400 -0.0160170 0.0140510 0.0140510 0.0140510 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10.47198414 13.34914536 10.93214018 10.59784706 8.51323490 10.46304929 8.02198656 10.66038852 10.05960107 6.76655409 -1.02796912 8.84711969 10.82683136 9.92196497 9.57112121 6.96082328 10.15453258 5.29406562 TCGA-CN-6010 53 0 NA 630 head and neck stage iva t4a n2c NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 67.5 1964 3 white not hispanic or latino 107.60.0 2 4 2 2 2 2 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 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 4 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 3.309736e-06 1.140329e-06 9.4841091 NA 11.1013796 1.4118601 10.0843061 10.2840059 8.2804827 15.0484568 7.8309379 7.6679212 6.4118804 7.8991466 5.1280871 9.2528835 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11.3683607 10.2680839 11.3928363 11.7176168 -1.3955491 -0.3955491 9.0379549 10.1890186 9.9648243 8.0412375 10.6406995 12.0434476 10.8783214 12.0196074 10.3981292 10.6796707 8.9828208 10.3935663 7.8405400 10.3001892 10.9590508 3.4625105 0.6045458 8.2025784 9.3425336 9.8724830 10.1653363 7.6157532 10.7424776 5.5352629 TCGA-CN-6011 57 0 NA 933 head and neck stage iva t4a n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 40 1970 0 white not hispanic or latino 107.60.0 2 4 3 1 3 3 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 8.093557e-06 2.781291e-06 7.5621646 NA 10.0180470 NA 10.1919148 10.7388131 8.6826319 16.3822955 7.8011716 8.5556513 8.0684822 7.9804475 NA 8.9493149 9.5804608 -0.8173077 0.7677395 10.5425356 NA NA 8.2461810 2.1827876 12.3261693 2.9901380 9.6205382 10.3989257 9.6473318 -0.8173077 2.6422164 2.8832298 NA 14.0767512 2.8832298 11.9501429 7.3676611 4.8266400 12.1397067 1.9901562 NA 1.7677395 13.2185303 9.3701381 NA 11.5111805 8.0102875 12.9775065 6.8622666 4.2702523 1.1827559 -0.8173077 -0.8173077 0.7677395 0.7677395 16.2772958 16.6665896 11.9698724 10.5979996 13.5847322 NA NA 1.9901562 13.6395897 0.1828194 10.1721806 11.4472287 2.5047221 19.0929047 11.0223836 NA 6.8048383 0.1828194 11.7696258 6.3426579 10.0399895 3.7677501 5.1369829 10.3420268 10.1492915 11.4851394 12.8303569 12.2702489 3.0896846 8.0251362 12.0335589 -0.8173077 NA 9.5170593 8.8534424 7.4354519 0.1828194 1.1827559 5.1600650 -0.8173077 11.1999425 NA 12.1866553 8.8176517 10.8180507 0.1828194 0.9983399 12.5699956 7.6006385 9.0655667 6.0029657 9.5115171 11.7845569 1.1827559 9.5664904 8.8103200 12.2579309 8.3197773 10.9064470 NA 10.5911158 1.9901562 1.5047221 0.0635090 -0.3930800 0.0767100 1.4426000 0.0599930 0.0943460 0.4909600 0.5448800 -0.4400800 -0.4400800 -0.4320300 2.6599000 2.6599000 0.2338600 0.5410100 -0.4146500 3.6569000 0.0345360 0.0457080 -0.4065000 -0.4292000 0.0069435 -0.4733200 0.0533790 0.0533790 -0.1154800 -0.4458800 0.3424200 -0.1126200 0.8223600 0.0482620 0.0410720 -0.3863800 -0.2926000 -0.4353500 -0.4342000 -0.4342000 -0.4065000 -0.4065000 -0.4115700 -0.2026100 -0.7249100 -0.2162700 -1.2929000 -0.3988100 0.0276430 0.0599930 -0.9749500 -0.4218900 -0.4927700 -1.2929000 0.2338600 -0.4640800 -0.4502900 0.0444320 -0.4449100 -0.4412400 0.0457080 -0.4065000 -0.4065000 -0.4242900 -0.0191770 0.0327040 0.0000000 0.0000000 -0.0459060 -0.5332000 -0.9334900 -0.9645200 -0.1154800 -0.0756120 -0.0690640 -0.0898310 -0.1301800 -0.8911200 -0.421 0.000 -0.411 -0.411 0.000 0.000 -0.406 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 -0.933 0.000 0.000 0.000 0.000 -0.446 0.427 0.000 0.000 -0.426 0.000 -0.406 0.000 -0.348 -0.216 1.632 1.632 0.000 0.000 0.491 0.000 -0.440 -0.440 0.477 0.477 0.000 0.000 -0.421 0.000 -0.411 -0.411 0.000 0.000 -0.406 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 -0.933 0.000 0.000 0.000 0.000 -0.446 0.427 0.000 0.000 -0.426 0.000 -0.406 0.000 -0.348 -0.216 1.632 1.632 0.000 0.000 0.491 0.000 -0.440 -0.440 0.477 0.477 0.000 0.000 12.0720999 -0.8173077 11.3672431 8.8587432 11.7947330 12.7889495 9.2023768 10.6564918 9.1120446 10.1420635 11.2926168 12.2572621 10.5386877 11.2113828 12.5589115 10.6360567 4.5870769 11.4851394 11.4046752 12.8303569 11.1636397 10.9422582 11.8132193 13.0044574 12.6189953 0.1828194 1.5047221 1.7677395 10.4658744 9.9234101 10.0196255 12.4216386 10.3812311 NA 11.7238827 9.8392109 15.2868098 10.1735992 5.5403373 9.4283388 7.8552117 11.9645556 8.7017147 8.5751035 9.5729550 7.6339971 0.7677395 11.2465182 8.1311532 7.6984859 13.2185303 NA 10.0889251 10.5979996 4.2702523 5.5047157 -0.8173077 9.4507432 -0.8173077 8.6846231 7.0093349 12.8303569 12.2702489 11.0862914 12.0335589 10.9008908 NA NA 6.8194102 9.9360029 6.1369829 3.4307135 11.1999425 11.2602694 10.8180507 12.6566186 10.5204080 9.4259600 9.6564919 9.0655667 6.4865664 10.9435060 10.4289328 2.5047221 NA 3.5047094 9.8338467 9.9917503 10.1579176 6.8481221 9.8884185 5.2051540 TCGA-CN-6012 66 0 NA 629 head and neck stage iva t3 n2c NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 100 1960 4 white not hispanic or latino 107.60.0 2 4 4 2 2 2 1 3 3 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 7 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 5 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 0 0 0 0 0 0 0 0 0 0 0 5 0 0 3.503541e-06 9.019015e-07 9.54705376 NA 10.84159910 0.91678235 10.17946875 10.44768064 8.63274879 15.43519391 8.48284062 7.37621831 5.71120303 8.40060240 3.61722795 8.84900125 8.08671160 4.04607192 7.71120235 11.54545997 -1.08314124 3.67167834 7.26993361 7.64470713 12.06335531 NA 10.64428172 10.57856469 10.17063415 -0.08314124 2.60497273 3.50174485 2.72414819 13.25691491 5.00424969 12.14048672 8.76227672 6.96663465 11.45376232 4.30910341 1.91678235 1.23872573 10.73616741 8.23871474 1.50177032 12.01761321 8.13750352 13.02808534 7.71120235 6.52411697 0.50171938 NA NA 0.50171938 1.91678235 14.36212389 14.94882310 12.85056948 9.57499818 12.94356940 NA 5.04606755 4.98287496 12.32073067 1.91678235 8.89835379 11.91255377 3.56064160 18.14969233 11.32829760 NA 6.57499761 3.23871044 11.86314465 4.69814623 9.47425026 3.37622091 2.23872573 11.34854537 10.63916730 12.82965633 12.12730578 13.02735151 NA 8.85783423 11.09949135 0.50171938 NA 9.69321965 9.46078515 6.10661214 4.61722795 3.56064160 6.82967581 NA 10.05953185 1.72412635 12.60994685 9.12749451 10.36593526 4.53149375 3.80966139 12.64289833 7.18357286 10.00903499 8.37211371 9.48085037 10.40964126 2.23872573 11.34147785 8.72414171 11.44889899 7.93915428 10.87895963 0.91678235 11.27927842 2.37620702 6.57499761 0.274580 0.274580 1.040100 0.094056 0.010564 0.010564 0.419490 0.419490 0.732460 0.732460 0.888660 -0.321580 -0.321580 0.621510 -0.055364 -0.141680 3.656900 0.257150 0.130600 -0.320650 -0.320650 -0.147720 0.043440 0.334640 0.334640 -0.131350 0.750320 0.085076 0.208240 -0.315530 -0.304980 0.190410 0.274580 0.274580 -0.213790 -0.308960 -0.308960 -0.306510 -0.306510 -0.319490 -0.319490 -0.319490 -0.319490 -0.317040 -0.317040 -0.317040 0.010564 0.419490 -0.304630 -0.437610 -0.321580 -0.055364 -0.158480 -0.158480 -0.138840 -0.314080 -0.326890 0.130600 -0.320650 -0.320650 1.316000 0.000000 -0.147720 -0.126290 -0.126290 0.043440 0.043440 -0.286200 -0.286200 -0.131350 -0.328900 -0.209330 -0.248370 -0.248370 0.165010 -0.158 -0.158 -0.142 -0.142 0.257 0.131 -0.321 0.000 -0.148 0.000 -0.126 0.000 0.000 0.335 0.335 -0.131 0.096 -0.305 -0.115 0.750 0.750 -0.209 0.310 0.275 0.275 -0.307 0.734 -0.319 -0.319 0.000 -0.317 0.000 0.000 0.419 0.419 0.291 0.291 0.000 0.000 -0.115 0.133 -0.158 -0.158 -0.142 -0.142 0.257 0.131 -0.321 0.000 -0.148 0.000 -0.126 0.000 0.000 0.335 0.335 -0.131 0.096 -0.305 -0.115 0.750 0.750 -0.209 0.310 0.275 0.275 -0.307 0.734 -0.319 -0.319 0.000 -0.317 0.000 0.000 0.419 0.419 0.291 0.291 0.000 0.000 -0.115 0.133 10.996938 2.238726 10.225268 6.651497 9.975455 12.229091 11.832853 11.772044 9.646407 9.962546 13.782955 11.371086 8.263300 11.186498 12.089214 11.138072 5.244472 12.829656 10.006237 12.127306 11.163527 10.561094 11.577112 12.976169 12.436669 12.303188 NA 3.238710 9.497987 11.116766 10.6176598 12.0210578 11.5734349 0.5017194 11.8451199 10.4598185 15.0135195 9.7079495 8.1929112 9.4646452 8.9391546 12.6434306 9.3792889 7.4086397 9.8304241 10.2627463 7.7112023 10.9788328 9.0095437 10.7579578 10.7361674 2.8236678 10.0544182 9.5749982 5.5017480 9.5379227 3.6172279 9.2488232 -1.0831412 9.1225798 10.2010323 12.1273058 13.0273515 10.1395815 11.0994913 11.1685649 -1.0831412 9.1765300 8.7415068 10.3838827 9.7377633 5.4403476 10.0595319 11.5083090 10.3659353 11.3998466 10.2420920 10.3965669 9.3165986 10.0090350 7.5892122 10.0942061 10.2261948 4.0042497 3.6172279 9.2033443 9.3765051 9.9040507 9.8687999 7.6172265 9.8847333 5.1262419 TCGA-CN-6013 56 0 NA 628 head and neck stage iva t4a n2b NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no NA NA 2 white not hispanic or latino 107.60.0 1 5 2 1 1 1 1 1 4 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5.515475e-06 1.699737e-06 10.3622532 NA 10.3657530 0.8693977 9.7156724 10.5733021 8.2466090 17.0320554 7.6041084 8.3632539 6.1640199 7.9083176 -0.1305234 9.1879414 8.5541472 5.5558990 9.3195789 11.1859630 NA NA 7.9779233 8.0812869 12.2545869 NA 10.8962678 10.5589598 10.1361851 -1.1306813 NA 2.1913416 NA 13.3842975 4.2269477 11.6509632 9.0076704 5.0982174 12.5139308 2.3288365 -1.1306813 3.8693977 12.7804160 8.6074909 1.8693977 10.6654382 5.8434689 12.8568402 5.4392541 6.8580830 1.4543865 NA -0.1305234 0.4543865 1.4543865 16.9200709 17.1218314 12.1955331 10.6083352 13.6812749 0.8693977 NA 4.2617188 12.9901224 1.6767639 10.2686765 11.7040671 2.2013829 18.8222493 12.2879100 NA 6.4841091 -1.1306813 11.5591782 6.4239882 9.5990192 6.8351826 2.5698313 10.5900703 9.8250484 12.5371554 11.8610975 12.4522462 NA 8.4430459 11.4046739 -0.1305234 NA 9.9601726 9.6630019 6.3040273 2.6767639 -1.1306813 6.3288293 NA 11.0918916 6.2357213 13.0122236 9.8251138 11.3045479 3.0393314 4.6386415 12.6970390 7.6507581 9.9319507 8.3040268 10.3847880 10.5806354 1.8693977 9.8330172 8.9314446 12.4608040 8.6991213 12.0071902 NA 11.3885433 1.4543865 3.3288365 0.0000000 0.0036076 1.3289000 -0.0074720 -0.0068289 -0.0068289 0.4563200 1.3360000 -0.5032800 0.4480500 0.4576800 -0.0819890 0.0023581 0.0023581 0.0807450 0.0011093 3.6569000 0.4609200 -0.0048461 0.3601900 0.3565900 0.4730600 -0.0027707 -0.0067813 -0.0067813 1.4957000 0.4001100 0.4001100 0.1539400 -0.0076101 0.0133530 0.4561500 0.0000000 0.0000000 0.0080567 -0.4177300 -0.4177300 -0.4793400 -0.4793400 -0.0127130 -0.0127130 -0.0127130 -0.0127130 -0.0074720 -0.5172000 -0.0022168 0.0047190 1.3360000 -0.3286700 -0.5032800 0.0023581 0.0023581 0.4381500 0.4381500 0.4021100 0.0011093 -0.4885800 -0.0060904 -0.0131270 0.3601900 0.0027745 0.0077783 -0.0008316 0.0910100 0.0910100 -0.0027707 -0.0027707 -0.0015243 -0.0015243 -0.4862800 -0.0161540 -0.0820040 0.0721520 0.0383470 0.0990760 0.402 0.402 0.000 -0.489 0.000 0.000 0.357 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.443 0.400 0.400 0.000 0.000 0.000 0.000 0.867 1.284 0.000 0.000 0.000 0.000 0.000 0.000 0.456 0.456 -0.503 -0.055 0.000 0.000 0.000 0.000 0.402 0.402 0.000 -0.489 0.000 0.000 0.357 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.443 0.400 0.400 0.000 0.000 0.000 0.000 0.867 1.284 0.000 0.000 0.000 0.000 0.000 0.000 0.456 0.456 -0.503 -0.055 0.000 0.000 0.000 0.000 10.7531873 NA 9.8361779 8.9634761 10.2909374 11.7863845 10.9548710 12.0539640 8.2872511 10.2014351 11.8997208 12.2139719 9.4201453 11.4550653 11.6739330 10.3552279 5.2271249 12.5371554 8.2003155 11.8610975 10.6875813 10.2665384 11.7738469 13.0966287 11.8760823 10.5493184 0.8693977 2.4543602 9.5382836 9.3081904 10.8067723 11.7491732 12.1980735 1.8693977 11.8570179 10.1868111 15.2101507 9.6441856 7.4730246 7.9986818 9.1385252 12.2254378 8.5219031 8.0958105 10.1036172 8.0443242 9.3195789 11.3053292 7.9137924 9.7732803 12.7804160 2.5698313 10.2264006 10.6083352 6.3692449 7.6863822 -0.1305234 10.1314934 1.1913100 9.5879314 10.6735296 11.8610975 12.4522462 10.6247034 11.4046739 11.2305199 2.6767639 2.1913416 8.4571761 11.1492993 8.3390403 3.0393314 11.0918916 10.9931966 11.3045479 11.4674510 10.3319008 9.5391695 9.6499384 9.9319507 6.9568617 9.7086023 10.2008753 4.3929631 -0.1305234 7.6474757 10.8991206 9.8609204 9.6133915 7.3123421 10.4669855 4.5698374 TCGA-CN-6016 64 0 NA 594 head and neck stage iva t4a n1 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 50 1960 1 white not hispanic or latino 107.60.0 3 1 4 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 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 4 0 0 3.295409e-06 1.17941e-06 11.5040454 0.6318959 9.8931950 6.3507023 9.3113637 10.5140171 8.4981320 15.4714482 6.7051319 7.3461290 4.8018105 7.4898648 -0.9531597 8.5327502 8.6224604 6.0913148 5.0692897 10.3090158 NA NA 13.3004731 10.2379802 11.4091389 NA 10.2942552 10.1652133 10.5497528 1.0469101 NA 5.5063512 -0.9531597 13.6687440 6.5626210 11.7206718 8.9865002 8.6579458 10.0858401 5.3867696 NA 2.8542750 12.3512724 8.8766437 2.9538053 12.6732005 8.9808476 12.5008347 7.4940043 7.1396782 4.2168428 NA 1.3688242 0.6318959 -0.9531597 15.1634681 15.2599043 12.0257280 10.2212225 12.8195449 NA NA 5.0913148 14.1854328 2.8542750 8.6634699 12.1335549 2.0469101 19.2116414 11.6127372 NA 6.2067917 2.9538053 11.8200603 2.9538053 9.5196119 4.1343852 4.7748398 10.6412456 10.4737099 11.5191042 12.1813474 12.6732005 NA 8.2853259 10.8578942 NA NA 9.5124875 10.3643336 8.7917548 5.3137066 NA 6.6762773 NA 11.1931715 NA 12.6669117 9.6766965 10.2751385 5.9657843 3.3256455 13.3733505 7.3230458 10.4799848 6.8734700 10.9402908 10.7259612 1.6318959 10.6602501 8.7104793 11.8397114 7.9295644 11.9404122 2.3688521 10.1736255 4.9295638 6.7404082 -0.00346270 -0.00346270 0.28881000 -0.00152430 -0.00747200 -0.00747200 0.00388540 0.00388540 -0.30080000 0.28818000 0.28554000 -0.01422800 -0.01422800 0.00124810 0.00124810 0.00097064 0.00097064 -0.00484610 -0.00425700 -0.00304750 -0.00304750 0.00861350 0.00097064 0.00194180 0.00194180 -0.30428000 0.01140000 0.01140000 0.00739150 0.00555290 0.00027728 0.00027728 -0.00346270 -0.00346270 -0.00332430 -0.29827000 -0.29827000 -0.29827000 -0.29827000 -0.00027724 -0.00027724 -0.00027724 -0.00027724 -0.00152430 -0.00152430 -0.00152430 -0.30768000 0.55301000 -0.30134000 -0.30080000 -0.59019000 0.00124810 0.00000000 0.00000000 0.00000000 0.00097064 0.00249690 0.00708260 -0.00304750 -0.00304750 0.00097064 0.00097064 -0.29568000 0.01502800 0.01502800 0.00097064 0.00277450 0.00194180 0.00194180 -0.30428000 0.02300500 0.00000000 0.00444110 0.00444110 0.00444110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.305 0.000 0.000 -0.298 0.289 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.301 -0.015 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.305 0.000 0.000 -0.298 0.289 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.301 -0.015 0.000 0.000 0.000 0.000 11.795533 NA 10.617972 6.285326 10.330588 11.103884 10.377278 12.138026 11.668515 10.163915 10.375596 12.496328 8.275740 10.487271 9.933380 10.121732 3.952371 11.519104 9.220598 12.181347 10.495554 10.226208 11.090290 12.985211 11.903152 7.196668 1.631896 NA 9.452062 9.359804 10.4488672 12.1170420 11.9700628 1.0469101 11.5178341 10.2835333 14.7523080 8.8068093 7.8955438 8.6542515 9.3654638 12.7786643 6.0011177 8.3867709 10.4945209 8.3019497 5.0692897 10.2787423 6.9049019 7.9538117 12.3512724 3.0469275 10.3444105 10.2212225 6.1343832 5.8018079 5.8151066 9.5427761 1.3688242 8.9111073 8.6524004 12.1813474 12.6732005 10.7206718 10.8578942 10.8655032 3.4392375 6.3415411 8.9110297 13.4566435 9.8372695 5.5226553 11.1931715 11.2199735 10.2751385 11.5618816 10.2286945 9.7773911 9.8655032 10.4799848 7.6281218 10.3889957 10.7620250 0.6318959 NA 4.8018105 9.5019092 9.3744738 9.5734204 6.9952878 10.4531260 5.6015093 TCGA-CN-6017 55 0 NA 629 head and neck stage iva t3 n2b NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 5 1980 3 white not hispanic or latino 107.60.0 3 1 4 2 1 1 3 1 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.1924152 9.3242721 10.4036121 8.6555440 5.1845898 13.1514734 3.9612807 9.9951138 9.7002509 8.9294931 12.1048078 1.7913557 9.8384818 8.6200233 11.9240718 8.0137503 12.0637933 0.2063932 8.3408217 3.1132838 6.1605915 0.00000000 0.00000000 -0.00097017 0.00152550 0.00221930 0.00221930 0.01803200 0.01803200 0.05936600 0.05936600 0.05936600 0.02988800 0.02988800 0.02988800 0.02988800 0.03045100 0.03045100 -0.00069303 -0.00069303 -0.00387790 -0.00387790 0.00416320 0.00917050 -0.02630400 -0.02630400 -0.00732560 -0.00069303 -0.00069303 0.00444110 -0.00097017 -0.00097017 0.00652620 0.00000000 0.00000000 0.00000000 -0.00097017 -0.00097017 -0.00097017 -0.00097017 -0.00138580 -0.00138580 -0.00138580 -0.00418510 0.00152550 0.00152550 0.00152550 0.00221930 -0.00470790 -0.00470790 0.05936600 0.02988800 0.02988800 -0.00981850 -0.00981850 -0.00981850 0.03045100 0.03045100 -0.00069303 -0.00387790 -0.00387790 0.03397200 0.03397200 0.00416320 -0.00055444 -0.00055444 0.00917050 0.00917050 -0.02630400 -0.02630400 -0.00732560 0.00332990 0.00083195 0.00444110 0.00444110 0.00444110 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12.002435 NA 9.850702 8.722095 10.922786 10.811870 9.018573 10.881911 10.690211 10.933039 9.982006 10.851153 9.756180 10.599786 10.907702 10.346586 3.734341 11.545101 10.345307 11.229110 10.847092 10.321439 11.124140 12.685590 12.400383 6.101213 3.961281 2.376318 9.675020 9.535070 10.6099401 12.0620426 11.3139394 2.7913557 11.3301935 10.7117108 13.8615320 8.8681734 8.7857114 8.5440174 8.8610314 11.7299573 8.2820348 7.9343160 10.3096833 8.1950803 5.5987136 10.6962434 7.5770828 11.7467656 13.0276711 2.5283213 10.1019707 9.9646185 5.9068353 9.4109664 5.5101771 9.9137545 0.7913557 9.3408217 10.3831919 11.2291100 11.8755019 10.4555089 11.0882741 11.4017676 5.4543240 7.6326601 10.9097712 15.0640120 11.1547626 6.1836751 10.4626041 11.6773084 10.4036121 11.6136631 10.7166651 10.3194864 10.7566612 9.9951138 7.0201766 10.4865862 10.3725584 7.2991521 1.5283213 1.2063932 10.4119199 9.1793752 10.0056770 6.9612830 10.2918678 6.0008113 TCGA-CN-6018 85 1 580 45 head and neck stage iva t4a n2b NA 19-3-2015 female 2011 NA NA head and neck squamous cell carcinoma yes NA NA 2 white not hispanic or latino 107.60.0 3 6 1 1 1 1 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 6 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.447536e-06 1.029078e-06 10.4622774 NA 9.6933815 4.9763911 9.4846380 11.1241043 8.5336081 16.2673474 6.8357927 6.9503949 5.6544613 7.5301020 1.1690270 8.5885745 9.1428765 2.6544585 3.2394286 11.2897919 NA NA 11.8964456 5.2733741 11.9319160 7.4654929 10.5440751 10.6500278 9.7932829 1.1690270 NA 5.2900520 NA 14.1308471 6.2817353 11.3586132 8.8471075 7.0069790 12.0554944 2.9345731 NA 2.9345731 13.7632670 8.2817358 NA 8.8243876 6.8943400 12.9571014 6.5195325 6.5953008 0.8471150 NA NA 0.8471150 2.6544585 16.2600989 17.1133148 11.8531566 10.5327324 13.9559587 NA NA 4.7050877 13.3370809 3.0950298 9.8715548 10.5902590 1.5998414 19.2892715 12.0577789 2.6544585 5.6544613 1.4320508 11.4074404 6.2308121 9.9738120 6.3940013 6.0759262 10.9205797 9.8825940 11.1779601 11.1850082 10.8078335 -1.1529652 8.3509334 11.3797070 -1.1529652 NA 9.6624909 9.4981593 6.0069779 2.8471150 -1.1529652 6.6086585 -2.2729944 10.3637925 0.8471150 12.2997349 9.9346632 10.9115136 4.9968542 3.7282797 13.1075126 7.5851999 10.0126176 10.1156496 9.3549220 11.6902435 1.1690270 11.9393692 9.6103199 12.2719300 8.8499227 11.9816943 -1.1529652 9.3116534 0.4321042 3.9345731 0.15592000 -0.22539000 0.28754000 0.00444110 0.01992300 0.01126100 -0.16611000 -0.16611000 0.55744000 0.01468500 0.01468500 0.92391000 1.09180000 -0.19700000 -0.24521000 0.14950000 0.14950000 0.29040000 0.00000000 -0.24934000 -0.24934000 0.00069327 0.07006900 0.02440800 0.02440800 -0.25285000 0.00458000 0.07300500 0.05922300 -0.24192000 -0.24192000 -0.24192000 -0.24472000 -0.50577000 -0.23814000 -0.24484000 -0.23863000 -0.23863000 -0.23765000 -0.24849000 -0.23202000 -0.23202000 -0.23202000 0.00444110 0.00444110 0.00527490 0.01014600 -0.23960000 -0.52594000 -0.26035000 -0.76458000 -0.19700000 -0.48953000 -0.48953000 -0.22121000 0.00186240 0.14950000 0.00000000 -0.24934000 -0.24934000 0.01936300 0.01936300 0.00069327 -0.00508960 0.01754400 0.07006900 0.01880300 -0.24143000 -0.25673000 -0.25285000 -0.25285000 -0.25540000 -0.36940000 -0.37117000 0.02216400 -0.490 -0.221 0.000 0.148 0.278 0.000 -0.249 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.253 -0.253 -0.242 -0.242 0.000 0.159 -0.240 -0.266 0.000 -0.213 -0.238 -0.238 -0.232 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11.233778 8.757001 3.654458 10.363793 12.128603 10.911514 11.623335 10.337958 11.062034 10.166215 10.012618 6.950395 9.948427 10.871208 2.847115 0.847115 0.847115 9.148021 9.504426 10.035696 7.494566 9.526588 4.628464 TCGA-CN-6019 61 0 NA 432 head and neck stage iva t4a n0 NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma no 20 NA 0 white not hispanic or latino 107.60.0 3 4 4 2 1 1 3 1 1 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 4 0 0 0 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 4 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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 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 5 0 0 3.309736e-06 7.787615e-07 10.34460306 6.63431882 10.40617194 6.04557621 9.09443772 9.91487168 8.41003746 15.66257277 8.01108689 6.93953338 4.70074487 7.78481149 3.58044702 8.12028558 9.14036993 5.64185234 8.31898561 10.58045267 NA 0.05686094 13.40651750 7.51221819 11.50112915 0.64182344 10.30837316 10.43355874 10.34055793 3.86424558 2.05147651 6.42321342 -0.94313906 13.46508774 6.93340740 11.30274047 10.16017851 8.92416938 11.04593033 5.34229161 0.05686094 2.51631778 12.16230821 8.06531919 0.05686094 10.56319827 5.55976099 12.47961252 7.23181638 6.30481765 0.64182344 NA -0.94313906 0.05686094 0.64182344 14.88992852 15.21308837 12.13253697 9.62959086 12.23321970 0.05686094 2.75732200 5.54874486 13.77804331 4.44921139 8.52245717 11.44652206 1.64186967 15.95854722 12.75863035 NA 6.44059513 4.64185234 11.92898841 3.96377928 9.77027720 4.81177927 5.12297911 10.79835766 9.85374152 12.27165605 11.40644839 12.18036552 2.37881678 8.20409571 10.54121009 NA 0.05686094 9.56369412 10.59604949 6.27605925 6.76424927 0.64182344 4.48315795 NA 10.92378325 6.03417169 12.63938555 9.64342097 10.08203032 6.74339109 4.25420853 13.74136541 6.70074626 10.28635850 7.79498308 9.98273438 11.83578918 1.05686094 10.21234147 8.81344709 11.41279237 8.01689240 12.17664242 2.37881678 11.28570939 2.51631778 7.59604958 0.0288570 0.0288570 0.5602800 0.1256400 0.0438650 0.0438650 0.0479780 0.0479780 0.0204830 0.0204830 0.0204830 -0.0454030 -0.0454030 -0.0454030 0.0379240 0.0417410 0.0417410 -0.0355850 -0.0355850 -0.0967040 -0.0967040 -0.0877120 0.0000000 -0.1371600 -0.1371600 0.0218840 0.0321400 0.0321400 -0.0418380 -0.2394100 0.0090312 0.0090312 0.0288570 0.0288570 0.0288570 -0.2516400 -0.2333700 -0.2348400 -0.2348400 -0.2360600 -0.2360600 -0.2360600 -0.2360600 -0.2358200 -0.2358200 -0.2386300 0.0438650 0.0479780 0.0425070 0.0199230 -0.0454030 -0.0454030 -0.2388700 -0.2388700 -0.2388700 -0.2325100 0.0417410 -0.0355850 -0.0967040 -0.0967040 -0.1443800 -0.1443800 -0.0877120 0.0590800 0.0590800 0.0000000 0.0000000 -0.1371600 -0.1371600 0.0218840 0.0218840 -0.2396000 -0.0418380 -0.0418380 -0.0418380 -0.239 -0.239 0.000 0.000 0.000 0.000 0.000 -0.144 0.000 0.000 0.000 0.000 0.000 -0.137 -0.137 0.000 0.000 0.000 0.000 0.000 0.000 -0.240 0.000 0.000 0.000 -0.233 0.321 -0.236 -0.236 0.126 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.239 -0.239 0.000 0.000 0.000 0.000 0.000 -0.144 0.000 0.000 0.000 0.000 0.000 -0.137 -0.137 0.000 0.000 0.000 0.000 0.000 0.000 -0.240 0.000 0.000 0.000 -0.233 0.321 -0.236 -0.236 0.126 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.68601962 NA 10.29088179 6.35151173 10.58875951 11.01253334 11.76511243 11.94315885 11.84438522 10.58338999 12.57505207 11.78225698 8.44490804 10.74776174 12.25748284 10.49672158 3.93904788 12.27165605 10.38219613 11.40644839 10.19131700 10.54774160 11.60739704 13.32366407 12.45175529 11.47157595 0.05686094 2.05689562 9.15623859 10.31604548 10.7534236 12.2279111 11.8203106 3.9148706 10.9206898 10.3347592 13.7796412 7.4534954 8.6153115 8.9272553 9.1094588 11.7348305 6.8184416 8.2142375 9.8250750 9.5376808 8.3189856 10.1989978 7.5244963 7.9303346 12.1623082 4.2268168 10.2772690 9.6295909 5.8897802 6.9334074 4.0568869 9.3071892 -0.9431391 9.3399791 10.7151022 11.4064484 12.1803655 10.4177378 10.5412101 10.8842334 3.9637793 4.5487449 8.6403122 10.9588889 7.1964418 7.2417658 10.9237833 11.3512243 10.0820303 12.2822488 10.1074197 10.5214364 10.2590146 10.2863585 7.5039736 10.0427327 11.0879026 3.8642456 0.6418234 9.0067174 10.0457173 9.2687789 9.1977204 7.7916005 10.5462370 5.0110886 TCGA-CN-6020 58 1 205 98 head and neck stage iii t2 n1 NA 19-3-2015 male 2011 98 NA head and neck squamous cell carcinoma no NA NA 1 black or african american not hispanic or latino 107.60.0 3 3 1 1 3 3 3 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 3.420988e-06 1.362833e-06 10.2442185 NA 10.3888565 3.6164283 9.6059199 10.3208218 7.7486484 15.9407855 7.3977841 7.9588160 6.2013869 8.5887885 NA 9.5190144 8.7545131 3.8534668 2.3940202 11.1745714 NA NA 10.1655211 6.9175941 11.5947260 2.2684943 10.8376659 10.6443300 10.8005909 NA -1.1909972 3.6164283 NA 13.4659967 5.8643521 11.6494537 9.0909992 6.4384259 13.4188827 -0.1909972 NA 1.6164048 14.5719183 8.9889783 1.1309967 10.2083470 10.9543931 12.2977880 7.2478611 5.6545587 0.8090851 NA -1.1909972 1.1309967 0.3940751 15.4323647 15.6674964 12.4260774 10.1399860 12.9751537 1.1309967 NA 5.8965310 13.3166780 3.6670519 9.0967816 10.6643270 0.3940751 18.2326242 10.9764873 1.8090851 6.7806133 NA 12.0173035 7.1841087 10.6596467 5.7632655 3.6670519 10.2597649 10.3670114 12.7106262 11.0959157 12.2526603 NA 8.6901831 11.0154730 -1.1909972 NA 9.7734101 9.2353338 4.0185185 0.3940751 NA 3.6164283 -1.1909972 10.5652084 NA 13.1499624 9.8253551 11.0699887 4.8965334 3.9921611 13.0798025 2.3940202 9.3414250 12.7847380 9.7153434 10.3578911 2.2684943 7.9839946 8.1422245 11.9044661 8.2205800 11.3912111 -1.1909972 10.9409261 0.3940751 4.1309967 -0.0091286 -0.0094046 0.5203100 0.2109700 0.1805600 -0.1598800 0.1062800 0.1062800 2.1589000 0.2163700 0.2417100 -0.1562800 -0.1562800 -0.1652000 -0.1046000 -0.1423200 3.6569000 0.0000000 -0.0359930 -0.1050000 0.4765000 0.0476940 -0.0690640 0.1184400 0.1184400 -0.1746200 0.2799100 0.0990130 0.0416000 0.0119580 0.0119580 0.2186800 -0.0091286 -0.3656700 -0.0094046 -0.2797300 -0.2712900 -0.2712900 -0.2734400 0.1127200 0.1127200 -0.2995700 0.0126360 0.3077000 -0.0785440 -0.0850590 0.1805600 0.1062800 0.1062800 -0.2887100 -0.1652000 -0.1652000 -0.1609000 -0.1609000 -0.1609000 -0.1423200 -0.2698500 -0.0359930 -0.1059200 -0.1059200 -0.2649200 -0.2649200 0.0144700 -0.4534000 0.1966400 -0.0690640 -0.0690640 -0.4472800 -0.4472800 -0.1746200 0.1033700 0.0230050 -0.0469890 -0.0628820 0.0416000 -0.161 -0.161 -0.254 -0.254 0.000 0.000 -0.105 -0.265 0.000 0.161 0.161 0.000 0.000 0.118 0.118 -0.071 0.103 0.226 0.226 0.181 0.000 0.000 0.000 0.000 0.000 0.216 0.481 0.000 0.000 0.211 0.000 0.181 0.021 0.106 0.106 -0.043 0.216 -0.156 -0.156 0.000 0.000 -0.161 -0.161 -0.254 -0.254 0.000 0.000 -0.105 -0.265 0.000 0.161 0.161 0.000 0.000 0.118 0.118 -0.071 0.103 0.226 0.226 0.181 0.000 0.000 0.000 0.000 0.000 0.216 0.481 0.000 0.000 0.211 0.000 0.181 0.021 0.106 0.106 -0.043 0.216 -0.156 -0.156 0.000 0.000 11.293389 -1.190997 9.331445 6.673255 12.209949 12.310526 12.088825 11.394971 10.281760 9.608351 11.544414 12.227844 7.709936 10.872464 11.782767 11.176484 5.100376 12.710626 8.920205 11.095916 10.448410 10.075270 11.489648 12.428839 12.413970 9.335568 -1.190997 -1.190997 9.596155 12.142504 10.5784937 11.0796565 12.1523937 -1.1909972 11.5822083 10.5254599 15.1713204 8.5437789 6.3404501 8.6403765 9.4429725 11.5437787 9.3293243 8.4145487 10.3306695 8.2561525 2.3940202 10.6103733 8.8724643 8.0450831 14.5719183 -0.1909972 9.8541462 10.1399860 5.4955705 6.6099691 2.8965237 9.3921519 -1.1909972 8.9524524 9.7849171 11.0959157 12.2526603 11.2096818 11.0154730 11.4276841 3.4529248 NA 8.4671376 9.9883562 7.1577976 4.7863507 10.5652084 11.7901012 11.0699887 12.2679884 10.5038623 9.9613540 8.9638873 9.3414250 7.2226974 10.1748448 10.0915785 0.8090851 0.8090851 8.8258775 8.5730946 9.8945416 9.2938921 7.3247692 9.9422114 4.5369916 TCGA-CN-6021 63 1 276 NA head and neck NA tx nx NA 19-3-2015 female 2010 NA NA head and neck squamous cell carcinoma yes 60 1970 NA white not hispanic or latino 107.60.0 2 4 3 3 2 2 2 3 3 2 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 4 0 0 0 0 0 0 7 0 0 0 0 2 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 4 0 0 0 0 7 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 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 7 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6.341344e-06 1.807839e-06 8.71343704 NA 10.40439024 -0.08742677 10.26126529 10.37043099 8.95829692 13.54007104 8.40839216 6.61297757 4.93490331 8.24121192 -1.08742677 9.52632669 8.94871063 3.81942295 10.61297683 11.75586938 -1.08742677 NA 3.23447066 3.23447066 12.14045387 NA 10.89017488 10.40539179 10.66072998 NA 1.91253490 2.81942295 NA 14.30740173 6.02106214 11.97727992 8.66742454 4.23446300 11.36400587 2.08246416 0.49753573 1.49748463 12.26568399 8.37196870 2.81942295 11.98131543 6.78357975 12.57052543 8.36168591 4.49749741 NA 6.59215800 NA 0.49753573 1.23444001 13.23354072 12.96047218 12.20744505 10.42577126 13.31987132 -1.08742677 NA 6.13170471 13.04278594 1.71988435 9.79899581 12.55504020 0.64809724 18.37430834 10.83883314 -1.08742677 5.79517990 -1.08742677 12.07272373 4.86673492 9.71747491 7.50499452 2.37197697 11.79670769 10.11833039 14.31168154 11.45532722 11.60122457 NA 8.81340412 11.11190279 NA NA 10.02302048 10.24625154 0.49753573 2.61296578 3.23447066 4.16046847 1.49748463 9.67906606 -1.08742677 12.41896872 8.97539288 10.64639985 1.49748463 3.17106268 12.85459341 6.14135513 10.61679528 8.00529443 9.82795348 9.90759764 1.91253490 8.03924150 8.06735530 12.19345289 7.89267699 11.08371393 -1.08742677 10.81076063 -0.08742677 7.85798100 0.0110040 0.2629400 0.9593900 0.0041632 0.0113340 0.0113340 0.0227250 0.0066832 0.0073179 0.0073179 0.0073179 -0.2593800 -0.2593800 -0.2708900 0.1593500 -0.2422900 -0.2422900 0.0151680 0.0151680 -0.5162000 -0.5208200 -0.2690100 -0.0092793 0.0202030 0.0202030 0.4001100 0.0000000 0.0000000 -0.0896990 -0.5195900 -0.5194800 -0.0335410 0.2629400 0.2629400 -0.5356100 -0.5203000 -0.5203000 -0.5203000 -0.5203000 -0.5204100 -0.5100100 -0.5100100 0.0114000 0.0041632 -0.5286900 -0.5329500 0.0113340 0.0125160 0.0125160 0.0217440 -0.2593800 0.1593500 0.0058309 0.0058309 -0.5198700 -0.2443500 -0.2422900 0.0151680 -0.5162000 -0.5162000 0.7211200 0.0132130 -0.2690100 -0.5208200 -0.5208200 -0.0143440 0.0215220 0.0202030 0.0202030 0.4354700 -0.5649500 -0.1756300 -0.0490190 -0.0490190 -0.0932700 0.000 0.000 -0.242 -0.242 0.000 0.000 -0.516 0.771 -0.269 0.000 -0.521 0.000 0.000 0.000 0.000 0.410 0.410 -0.486 0.000 0.000 0.000 -0.176 -0.119 0.000 0.000 0.422 0.942 -0.510 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.100 0.159 0.000 0.000 0.000 0.000 -0.242 -0.242 0.000 0.000 -0.516 0.771 -0.269 0.000 -0.521 0.000 0.000 0.000 0.000 0.410 0.410 -0.486 0.000 0.000 0.000 -0.176 -0.119 0.000 0.000 0.422 0.942 -0.510 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.100 0.159 0.000 0.000 11.524023 NA 10.858822 3.956930 10.434628 11.524482 12.813498 11.537561 8.954196 9.648093 12.067988 11.355481 7.455569 11.045037 13.141957 11.245693 4.670625 14.311682 10.216888 11.455327 11.274481 10.668259 10.777884 12.208660 12.981735 12.554927 NA 1.912535 9.617305 10.319805 10.82990924 11.70756215 10.90015645 -0.08742677 11.67138498 10.24401400 14.05950074 9.85358481 9.83363427 9.67657930 9.85944347 12.39937217 9.12656484 7.91535239 10.06798794 9.77517453 10.61297683 11.21831391 9.07240839 9.82092980 12.26568399 0.91257323 10.38522804 10.42577126 5.51245130 8.53824598 3.16046847 9.71586112 -0.08742677 9.14015312 10.46568639 11.45532722 11.60122457 10.53778935 11.11190279 11.66846789 1.49748463 NA 8.61816963 8.91816169 9.45072608 3.00000000 9.67906606 11.84549005 10.64639985 11.23924754 9.82392908 10.70532749 8.76272386 10.61679528 6.81942805 10.55413736 10.05464420 2.91253490 -1.08742677 10.61946483 7.79838626 9.71747491 10.14195691 6.70043972 10.18633279 3.91253490 TCGA-CN-6022 49 1 281 202 head and neck stage iva t4a n1 m0 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes NA NA 1 white not hispanic or latino 107.60.0 3 1 4 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.2394668 12.0903575 7.1817506 9.8119990 3.2674759 5.6331289 11.0336269 10.8018580 11.5775372 11.7969108 11.7115395 8.5066198 8.6398432 11.5190538 NA NA 9.5154079 10.4870212 7.9046623 4.5670404 0.1519887 6.0264725 0.8890062 10.6361547 6.6385025 12.5959826 10.2331270 10.1197097 4.0905994 1.8043014 13.1437021 6.8054460 10.1684585 9.4656419 10.1062576 11.6776870 0.1519887 11.0141238 8.5066198 11.5051499 8.2288187 10.9350013 0.1519887 9.4473893 3.0264637 5.2252518 0.0030522 0.0030522 0.2633500 -0.0175290 0.2643500 0.2643500 0.2730000 -0.0124380 0.1137900 0.1137900 0.2568300 -0.2924800 -0.2924800 0.0000000 0.0000000 -0.0142280 -0.0142280 0.0036076 0.0036076 -0.2845300 0.0048579 0.2604300 -0.0048461 0.1536700 0.1536700 -0.2172600 0.2304000 0.2304000 0.0343570 -0.0015243 -0.5801900 -0.0217840 0.0030522 0.0030522 0.0143300 -0.0387140 -0.2815600 -0.3029800 0.2620000 -0.0102320 -0.0102320 -0.0102320 -0.6273200 -0.0175290 -0.0175290 -0.0440090 -0.3095600 -0.0124380 -0.0235660 -0.0965720 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10.9143851 10.8449092 12.3032195 12.5907222 2.1519887 2.4739427 0.5670586 9.9922565 10.4637514 10.9574783 11.9102263 10.7344587 2.5670343 11.8131874 11.2964489 12.8917120 8.6663884 7.3118745 9.3743955 8.6196085 11.2491574 10.1449981 8.6398432 10.6083575 9.1023159 3.4250161 10.7193254 8.6807829 7.2674806 12.2585660 3.2674759 10.0223678 10.9764315 5.3085065 6.0984217 4.9593575 9.8725324 0.5670586 8.8420011 9.8696796 11.7969108 11.7115395 9.9891054 11.5190538 11.3770096 3.5670465 3.7764936 9.1594978 11.8336807 5.7269129 6.7167879 10.6361547 11.5866313 10.1197097 11.8253122 10.5288520 10.3042879 10.5789666 10.1684585 8.2394658 9.7710003 11.3131350 1.5670586 3.3743996 3.6545043 8.9912594 8.9774920 9.8012592 6.8385031 10.1715938 5.1216288 TCGA-CN-6023 73 0 NA 1110 head and neck stage iva t3 n2c m0 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 35 1975 4 white not hispanic or latino 107.60.0 2 4 2 2 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.2747909 4.0663906 13.3586190 3.5007893 9.8056696 12.4112263 6.1730834 16.0311071 11.7897057 NA 7.3346952 1.0268709 11.3113651 4.9337520 9.6791097 8.6755196 1.1788740 10.3329239 10.3570322 12.7260476 12.7269648 14.2310598 NA 8.7965163 11.8182060 -2.1430541 -1.1430541 10.4289269 9.9543111 4.0663906 7.9243713 NA 4.2492557 NA 10.7445387 5.3883170 12.3487277 9.2474664 10.6965347 1.8569459 4.0155957 12.7900285 3.1423317 10.4133642 6.8985966 8.5168441 10.4146403 3.1788580 11.3353277 10.0857559 12.2979361 7.7086866 11.0748949 -2.1430541 9.8604552 2.3163775 4.0467617 0.7406200 -0.0067813 1.7913000 0.7711800 0.2673400 0.2673400 0.5366100 0.2021300 -0.0235140 -0.0235140 0.2236000 0.9520100 0.9164200 1.5573000 0.2910400 -0.0437370 -0.0421100 0.3878900 0.5998000 -0.0129890 -0.0482070 -0.0354480 0.5807700 -0.0217840 -0.0217840 0.2192100 0.5813000 0.5813000 0.2983000 -0.0241140 -0.0241140 0.6749300 -0.0268510 -0.7088100 -0.0067813 -0.0478010 -0.0430590 -0.0430590 -0.7064800 -0.4352800 -0.0335410 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9.5835811 12.1246749 4.8100883 12.7260476 10.9739309 12.7269648 11.4386086 11.1410384 10.7538920 13.2953747 13.0916409 13.4062406 0.6643008 2.8111422 9.8851887 10.5642964 10.4892509 11.9627639 11.2691101 0.8569459 11.7090766 10.9521694 14.3676690 8.1155031 8.8555276 9.9074662 7.9849316 12.4264369 9.8279886 8.0455260 10.4858384 9.9142521 8.3824580 11.0630358 9.6088996 9.6590497 12.4569082 3.5007893 9.8876043 9.9273937 5.0761058 7.8639645 4.0467617 9.5771814 -2.1430541 9.4004525 10.6358357 12.7269648 14.2310598 10.3199507 11.8182060 11.6216015 7.6051298 6.4153581 8.6841767 10.7808218 9.3917265 7.8385043 10.7445387 11.7025253 10.6965347 12.3920911 10.6101540 10.6673081 9.4105665 10.4133642 8.1178566 10.3895367 10.2716225 5.3726387 0.8569459 4.7024248 10.0853773 10.3399973 9.7043861 7.6929879 9.7983517 5.7817505 TCGA-CN-6024 66 1 337 224 head and neck stage iva t4a n2c m0 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 150 1960 6 white not hispanic or latino 107.60.0 2 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9.4518911 12.3599141 10.4152046 10.4252614 11.0457701 13.3745183 12.8152516 11.5907762 -1.2035684 3.6543439 9.5875233 9.9061910 9.6205235 12.0341678 9.9917326 -0.2035684 11.1867980 9.3100879 14.3304178 9.3869474 7.5208740 9.4784770 9.4518911 11.8320186 8.7745275 8.3850751 10.3267666 10.1929651 10.3105812 10.7534624 9.4018399 7.3850746 11.5564565 1.3813388 10.6508391 10.5846708 6.3586020 4.6037154 4.4687853 9.4147459 -1.2035684 8.8352792 11.7637667 12.3599141 10.7839796 10.6453744 10.4941967 11.6093398 -1.2035684 4.2557953 9.4540807 10.8973511 6.4545724 3.4967947 10.0448809 11.4865766 9.7152235 11.8318468 9.8771778 9.7643070 8.6149424 10.0680042 8.5157491 10.5529166 9.9997083 NA -1.2035684 6.7736404 6.5624256 9.4705525 9.6605465 7.7388745 10.5633033 4.6037154 TCGA-CN-6988 47 0 NA 318 head and neck stage iva t4a n2b NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 40 NA 2 white not hispanic or latino 151.54.0 2 2 2 2 2 2 1 2 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.32478766 13.27099050 NA 0.34460128 1.92960166 12.34279783 0.92963953 9.03900593 11.37721053 -0.07036047 16.81420653 7.66882898 NA 6.88768001 NA 12.00096131 3.04509344 10.11943529 6.48930690 1.92960166 10.59701795 10.20224041 13.44672968 10.60233068 12.25088115 NA 8.27833887 10.02148681 NA NA 9.59849567 8.54921941 3.34464389 3.59257663 -0.65539872 6.45317184 -1.65517150 10.28422735 7.54677179 13.33674564 9.24275826 10.43509140 2.25153732 1.88690127 12.57241452 5.86034706 9.92146787 10.62599872 9.80715042 7.62773669 2.15198867 6.99569932 7.33333249 11.02280811 8.48163921 12.39134591 NA 13.08126151 -0.07036047 2.04509344 2.8129000 0.0868110 0.9746100 0.3671400 -0.0563070 0.0359470 0.4817000 0.4817000 0.0108420 0.0108420 0.5278300 -0.5063100 -0.5063100 -0.4947500 0.0000000 -0.4916200 0.0120970 0.4610900 0.4610900 -0.4892100 -0.4892100 -0.0016629 0.3992800 1.7485000 -0.4828100 -0.0770780 0.4493500 0.4326000 1.1564000 -0.0573800 0.0195030 0.0195030 0.0868110 0.0868110 0.0868110 0.8984900 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12.79418375 13.13418182 7.61844350 9.64899942 12.36023746 11.32817624 7.81021429 11.18247319 12.81117078 11.55684054 6.05269846 13.44672968 7.19327105 10.60233068 10.68700066 10.40568173 10.71397284 12.94882260 12.64421396 11.68963751 NA 2.59256467 9.65639644 10.36110828 10.56985561 11.70123770 9.58006406 -0.07036047 11.90557801 10.39074904 13.66583536 7.66657624 7.96669982 9.36909521 8.84847397 10.17079937 9.00864207 8.54432039 9.35797090 8.94641886 10.85738864 11.19737275 8.61727791 4.51457047 13.43343640 0.92963953 10.22958179 9.32478766 5.25153732 3.25153732 0.34460128 8.32335881 -1.65517150 9.29301543 7.60674276 10.60233068 12.25088115 10.67780349 10.02148681 11.05243865 5.64842805 NA 7.72619091 9.39721619 8.72727212 1.92960166 10.28422735 11.80241377 10.43509140 12.35027272 10.23415208 10.60850415 7.44004525 9.92146787 5.67556474 10.40736890 10.12846496 -1.65517150 -0.65539872 11.20980145 8.49255263 10.23984469 10.20844727 6.83248879 10.16841351 6.69779467 TCGA-CN-6989 64 0 NA 611 head and neck stage iva t3 n2c NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma no 50 1961 18 white not hispanic or latino 151.54.0 2 4 2 2 1 1 3 1 NA NA 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 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 4 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 7 4 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 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 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.252846e-06 8.065744e-07 11.61064341 6.05842907 10.68433205 4.70479452 9.88359531 10.75967276 8.77008373 15.28187126 7.96671308 7.02672040 5.52481279 8.11481155 2.17229548 8.59255795 8.68122365 6.05842907 4.59376011 10.19664528 NA -0.05005426 12.22564120 8.62233008 11.55754321 -0.63509144 10.52039288 11.01689079 10.45505458 4.38730739 0.36490856 5.21043173 NA 13.30465911 6.43640507 11.86379136 9.24605602 8.42833714 11.00066026 4.09285860 -0.63509144 -0.63509144 12.01823513 8.11648640 -1.63486741 9.83050855 5.83116027 11.77962740 7.98149079 7.67100387 1.17229548 -1.63486741 -0.63509144 2.68688146 1.82436054 15.04571250 15.19673469 12.37470256 9.53861925 12.45901986 -0.63509144 3.57439220 4.29567895 13.86954394 4.00880059 8.73126438 11.60454072 0.36490856 17.69222288 12.53118373 NA 6.61760704 3.49422358 11.89802850 3.49422358 9.54609439 7.21981033 4.84067471 10.45273647 10.36635041 13.65602867 11.21376070 12.17511212 -1.63486741 8.93669476 11.43455974 -1.63486741 NA 10.74702572 10.08004615 6.78279514 3.00879163 0.36490856 7.11313475 -0.63509144 10.86528617 3.17229548 12.10735689 9.90409131 10.94708415 5.25975833 2.16610482 13.36145980 6.32494378 10.80206224 6.77433376 9.22761041 11.33054613 2.53485845 9.42361052 8.69249485 11.44359334 7.86478786 12.06201834 0.68688146 9.45174193 2.75725799 6.62233008 -0.0822690 0.8347100 2.5878000 0.0556580 0.3870000 -0.0511810 -0.0965720 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11.6522217 10.9470842 11.6584138 10.2785796 10.1891054 10.7877953 10.8020622 7.6595628 10.1855201 10.7898957 2.1722955 -1.6348674 6.5841102 9.0680758 10.3263918 9.7663550 7.5323606 10.0809041 4.9347995 TCGA-CN-6992 61 0 NA 394 head and neck stage iva t3 n2b NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma no 90 1966 3 white not hispanic or latino 151.54.0 2 4 2 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 0 0 4 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 0 4 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 4 0 0 0 0 0 0 0 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 7.537299e-06 2.503162e-06 9.1398897 1.6745058 10.9042017 1.2150573 10.1721793 10.3590981 8.1590574 14.7978661 8.4474982 7.2346680 6.6621599 8.9590703 0.2151194 9.1743547 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10.0368512 11.1125446 11.3633950 6.7503533 -0.1999181 8.7398737 10.6284408 7.1980708 4.7696660 10.6867525 11.8324300 11.0467804 11.5192860 10.3546287 10.8719490 9.2918929 10.1971725 7.9276044 10.4181193 10.7327467 3.8000405 -0.7848806 8.2771232 8.2759219 9.6486628 9.3812403 8.2178923 10.5532565 6.1517148 TCGA-CN-6994 67 0 NA 735 head and neck stage iva t4a n0 NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 12 1974 0 white not hispanic or latino 151.54.0 2 4 4 3 2 3 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.642226e-06 9.17826e-07 10.48677510 NA 9.95150373 3.51158189 10.60000533 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10.5384791 9.7612307 6.6960036 11.8685306 8.3718189 6.1182351 13.5531132 1.0521376 10.8651263 10.6229513 5.2419698 5.0745140 4.2615985 9.4805071 1.3740657 9.4444644 8.7031987 11.9215479 12.0604004 10.2988875 11.5954204 11.5442504 -0.9478624 4.4444617 7.9853359 10.1482031 7.8103698 2.3740657 10.9917260 11.1402725 10.9450691 11.7243512 9.9446897 10.1884972 8.4678888 10.0625071 6.5359627 10.0172096 10.7936139 -0.9478624 3.1396168 6.7800673 8.9268979 9.4930160 10.6511298 7.5599414 10.4085988 4.7800686 TCGA-CN-6995 78 1 112 NA head and neck stage iva t4a n0 NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 164.62.0 1 6 2 2 1 1 2 1 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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NA 11.0151522 4.6599074 13.6569038 9.8929412 11.6004998 3.4296160 3.6230240 13.3327984 7.0052967 9.4706391 4.8789215 8.9190212 9.9331318 1.5365503 8.3784284 7.7708310 11.6565797 8.2644473 11.7591494 -1.2709041 11.2840007 -1.2709041 3.0510936 -0.1152700 -0.1152700 1.4614000 -0.4797600 0.0939110 0.0939110 0.4544100 0.4544100 -0.2070900 0.5829600 0.9622600 0.0889820 0.0889820 0.1074500 0.1074500 0.2886500 3.6569000 0.2097800 0.2097800 0.0585090 0.0585090 0.1103800 0.0978330 -0.1752500 -0.4158300 -0.4587500 -0.4702500 0.1302200 -0.0094754 -0.1512500 -0.1512500 -0.1218700 -0.1152700 -0.1152700 -0.1152700 -0.3779700 -0.3779700 -0.3779700 -0.3779700 -0.3630600 -0.1806600 -0.1806600 -0.1806600 -0.0705360 -0.0705360 -0.0705360 0.0939110 0.4544100 -0.2204700 -0.2070900 0.1074500 0.1074500 0.0000000 0.0000000 0.0000000 0.2886500 -0.4733200 0.0881810 0.0585090 0.0585090 -0.1644700 -0.1644700 0.1103800 0.0994330 0.0994330 0.0978330 0.0978330 -0.4158300 -0.4158300 -0.4587500 0.0823320 0.1112500 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8.5964507 10.6584305 8.3401968 10.9636901 10.2235277 8.5777951 7.4156725 11.9352707 0.7291829 10.0220688 11.7682625 6.2290187 6.3290841 NA 9.0111020 1.5365503 9.5477542 9.0295247 11.2549375 11.1244385 11.2914145 10.8725553 11.8398185 2.4296160 0.3141745 8.1988138 10.0823189 5.7178573 4.7064532 11.0151522 11.5715224 11.6004998 12.1985595 10.9309897 10.0460192 9.6110508 9.4706391 7.2605536 10.0047146 10.0987694 2.8166407 2.3141454 4.7064532 10.2446896 9.4714816 9.0465846 7.6239897 9.3028192 3.9770967 TCGA-CN-6996 58 1 530 432 head and neck stage iva t3 n2b NA 19-3-2015 female 2011 NA NA head and neck squamous cell carcinoma no NA NA 5 white not hispanic or latino 151.54.0 4 1 4 2 1 1 3 1 4 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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8.22605521 11.53992766 NA 4.59444106 9.23504393 10.75388762 7.40179769 4.51078474 NA 6.38133356 -0.55533293 10.65627969 NA 12.79210927 10.16130928 11.60755886 7.15205460 3.38861663 12.85832344 4.35158593 9.81429278 9.31737033 9.55960901 11.68489056 2.61461562 11.00383354 9.24073505 11.83795187 7.92851127 11.97741667 1.25205228 10.57783769 3.08854870 4.92042670 -0.06786000 -0.06786000 0.05908000 0.05722600 -0.07112700 -0.07112700 0.00610900 0.00610900 -0.46462000 0.42066000 0.42066000 0.39289000 0.39289000 0.51324000 0.61335000 0.00455590 0.02907700 0.03947800 0.03906300 0.24140000 0.27458000 -0.21243000 0.01558700 -0.38582000 -0.38582000 -0.11665000 0.04698400 0.04698400 0.18177000 0.00000000 0.00000000 0.00083195 -0.06786000 -0.06786000 -0.06786000 -0.23153000 -0.23153000 -0.29023000 -0.29023000 -0.12254000 -0.03830600 -0.03830600 -0.55337000 -0.09988100 -0.09934100 -0.11292000 -0.07112700 0.00610900 0.00610900 -0.46462000 0.39289000 0.51324000 -0.46080000 -0.46080000 0.04117500 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3.968257 10.285867 9.502687 11.21556582 11.95842308 10.59951363 1.76663756 11.64206578 10.84370636 15.18788201 9.42483498 7.72082020 8.74733436 8.33039168 10.84504133 8.86149298 7.82839992 10.39634447 8.53480788 7.46706342 11.37154743 8.57139998 9.87514804 13.46163434 2.14512309 10.26766454 10.19246889 4.74847733 8.92951851 2.35160006 9.95348060 0.02970023 9.60456676 9.33571973 11.29449152 11.94939037 11.31775504 11.53992766 11.69839530 4.44469357 4.30267730 8.98477503 12.17325379 8.55583111 4.71148389 10.65627969 11.74347407 11.60755886 11.53480793 10.65688790 10.82677909 10.01692206 9.81429278 6.78899102 10.53282119 10.16065754 4.63451776 0.44466707 4.14513125 9.45738293 10.26726634 10.19414592 6.73931617 9.84183525 5.19958205 TCGA-CN-6997 66 0 NA 429 head and neck stage iva t3 n2c NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma no 80 1970 2 white not hispanic or latino 164.62.0 2 4 2 2 2 2 1 3 4 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 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13.402905 11.446304 -1.812486 5.749540 9.422712 10.113222 11.061509 12.217446 11.626608 0.187261 10.969476 10.768968 13.878438 9.586040 7.486504 9.607783 8.854408 12.138399 9.290138 7.638508 10.117653 11.220031 10.745717 11.273764 8.349688 6.495636 12.882470 3.509227 10.683651 9.926233 6.247992 4.509227 3.942186 10.249343 -0.812739 10.167436 10.620621 11.411901 10.522408 10.440849 10.920100 12.019000 7.250692 -0.812739 8.262508 9.417317 6.372172 4.981711 10.505839 11.900683 11.346852 11.542648 9.977645 11.079270 8.873797 11.053109 8.013845 10.298432 10.426000 1.887720 NA 7.764725 8.434595 10.106160 9.945103 6.749538 10.971113 4.454084 TCGA-CN-6998 53 1 357 46 head and neck stage iva t3 n2b NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 40 1970 2 white not hispanic or latino 164.62.0 4 3 4 2 3 1 2 1 4 1 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 7 0 0 0 0 0 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10.34949698 4.14982840 0.09098889 11.43855235 9.45141225 12.32204314 10.45506568 12.75582265 NA 8.39166506 11.26273328 NA 3.46016589 9.78731900 8.83576494 5.64552010 -0.49410907 0.09098889 7.09468262 -1.49410907 11.82521719 -1.49410907 13.01790639 10.36608546 11.71679199 3.71542118 0.92280677 13.41927866 3.79136609 10.22714034 10.78847781 9.81234355 10.56700204 0.82790030 6.76335580 9.31734319 11.82705100 7.67839591 12.76923767 NA 11.63766472 -1.49410907 1.31330391 0.0563700 0.0563700 0.9655500 0.0298880 -0.5197900 0.0000000 -0.2556400 -0.2556400 -0.0250720 0.7318900 1.4723000 0.0228650 0.0228650 0.0338310 0.0338310 -0.2448400 -0.2448400 -0.0019399 -0.0154660 -0.2022400 -0.2022400 -0.5036000 0.0291840 -0.2399700 -0.2399700 0.0119580 0.0383470 0.0383470 -0.0358910 0.0334080 -0.4964200 0.0091705 0.0563700 0.0563700 0.0563700 -0.5352000 -0.5352000 -0.5352000 -0.5352000 -0.2613100 -0.2613100 -0.2613100 -0.2613100 0.0105100 0.0105100 0.0105100 0.0160060 -0.2688900 -0.2688900 -0.0250720 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10.8618701 10.2646081 11.5163217 12.4248131 12.5036772 9.3647265 NA 0.8279003 9.7123724 10.0624746 11.07914227 11.44444542 11.90778130 NA 11.62620635 10.80917839 13.98198651 10.11329874 4.93223129 9.13532503 7.99782135 13.21338154 7.75716663 8.26419157 10.46777987 8.10215839 7.59872548 11.57575389 8.06055706 5.99782079 13.62685431 1.82790030 10.49181042 10.66331544 5.10588337 5.41285942 0.50599252 10.71450767 -1.49410907 8.93851046 9.52625391 10.45506568 12.75582265 11.03881140 11.26273328 11.20119680 0.09098889 NA 7.60600020 9.80173745 3.41286280 1.50599252 11.82521719 11.65460394 11.71679199 12.26304591 10.67870849 9.74497020 7.94683787 10.22714034 6.93223365 10.39585263 9.63073599 0.09098889 NA 2.09092116 8.01738525 9.79944013 10.24110142 6.46597120 9.69702767 3.75389330 TCGA-CN-A497 63 0 NA 1065 head and neck stage iii t1 n1 mx 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes NA NA 1 NA not hispanic or latino 260.34.0 2 2 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 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12.257666 11.339417 8.489718 11.731486 12.061759 8.157362 9.350630 8.172235 11.015429 4.552832 13.059094 10.246729 11.376280 10.458206 10.556427 11.464765 12.806334 12.525993 12.871916 -1.020048 7.223116 9.456689 10.315891 10.7078628 11.9964024 11.3628365 1.3018803 11.4990871 10.6528097 14.5643697 7.9370442 8.6256007 10.3484488 8.6363672 12.7256167 9.2393914 10.0147414 10.5488485 9.8510775 6.1893956 10.9500482 8.9629359 9.1207721 11.2734140 0.5649147 9.8935797 9.8853294 5.1697687 7.7872973 NA 8.9239223 -1.0200478 8.6345784 10.5775294 11.3762795 11.1504934 10.7167671 10.2420372 11.5481360 5.7214082 NA 9.6260330 9.4030583 8.0270661 3.7872966 10.4877370 11.5022787 10.5205547 12.4702919 10.6642527 11.1851247 9.7514318 9.4882324 7.5074196 10.7112614 10.6764753 2.3018803 NA 9.2745631 9.3485688 10.3679596 9.6967619 7.5872727 10.5914283 7.1796146 TCGA-CN-A498 61 0 NA 443 head and neck stage iii t3 n0 mx 19-3-2015 female 2011 NA yes head and neck squamous cell carcinoma yes 40 1971 0 white not hispanic or latino 260.34.0 2 5 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 0 0 0 0 0 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 4 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 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 6 0 0 2.725665e-06 7.787615e-07 8.63904364 NA 10.25522855 0.92819975 9.79319718 9.71205405 8.91834121 16.13265573 6.91692204 7.90837701 6.52815089 7.99432628 NA 8.51319976 8.67643033 4.76112567 3.51320016 10.58823322 NA NA 4.42009159 8.26139259 11.16843238 -0.07172444 10.31194161 10.44295137 10.81317096 -1.07187607 -1.07187607 1.92823766 1.73560882 14.24034032 3.97262833 11.89600398 7.37532099 4.32055688 12.02725633 0.92819975 NA 0.51318752 13.13662411 8.93806609 2.09815002 12.52803396 6.82910367 12.22787465 5.26808625 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-0.485 0.000 -0.493 -0.493 0.890 0.000 0.000 0.000 0.000 0.000 -0.319 0.189 0.000 0.000 0.000 0.000 10.766259 NA 9.693888 6.905517 11.215084 12.153439 11.466911 11.698075 7.652751 9.678107 11.544556 12.060576 8.316255 10.595792 12.725595 10.779986 4.807453 12.214291 9.498093 9.703024 10.280833 10.405490 10.900499 12.215426 12.354633 9.613862 -1.071876 2.387666 9.437023 9.143770 11.33258062 12.00254607 12.35240361 -0.07172444 11.49690604 10.31733087 15.39731660 9.70877714 6.30327663 9.11435167 9.42708652 12.23087625 9.31936278 8.56304828 10.17912783 8.39176171 3.51320016 11.11063168 8.49238679 9.15344487 13.13662411 0.92819975 10.30978032 10.82002104 6.03676266 7.84411696 1.51318752 10.59001547 NA 8.46156703 9.76665346 9.70302437 11.01669430 11.69103460 11.06586893 10.95890450 -1.07187607 -1.07187607 7.51695200 10.24338692 8.27696558 3.57208930 11.39787915 11.48689720 10.64076434 12.10207058 10.33603618 9.94921727 8.09062852 10.31210355 6.42808375 10.50519396 10.07544225 3.73558716 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2.3388522 -1.2460532 14.1073875 4.2133239 11.4653479 7.7397381 4.3388594 12.3736575 NA NA 1.3388522 13.9666203 8.8780172 -0.2460532 10.7773038 6.6364173 11.3299079 5.9338039 6.4953626 NA NA 0.7538612 0.3389093 0.7538612 15.2194621 16.0449947 12.4857453 10.9931961 13.2348755 NA -1.2460532 1.9238338 13.4718936 4.0018203 10.4430204 11.2326656 2.5612528 18.7153400 11.6545741 NA 6.2852783 -1.2460532 11.9077647 6.4192321 10.0656443 0.7538612 7.2852774 10.7189588 10.0171652 12.0421363 13.4312302 11.5008301 -1.2460532 8.3923320 11.3676855 NA NA 9.8071432 10.3945928 7.1675235 0.3389093 -1.2460532 8.4103208 NA 9.7088192 -1.2460532 12.9660124 9.2809526 10.5257981 -0.2460532 4.0452070 12.7860278 7.2616906 9.9426765 8.8253582 9.3693969 11.3166154 3.7538933 11.6329048 8.6180822 12.3182837 7.6211750 10.7450635 NA 10.6033011 NA 4.3686077 -0.188480 -0.188480 1.095800 -0.201320 0.098552 -0.037078 0.070243 0.070243 0.157860 0.157860 0.157860 0.749750 0.749750 0.737960 0.707380 0.088258 0.063366 0.095406 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-0.201 0.000 0.000 0.000 0.000 0.158 0.158 0.738 0.738 0.000 0.000 11.236452 NA 10.274780 8.756711 11.915973 11.359369 11.180947 10.398654 8.329435 10.320901 10.121857 10.689429 10.340736 10.449124 12.159037 12.174119 5.020120 12.042136 10.907448 13.431230 11.347987 10.231148 11.936135 12.665136 13.436232 10.512536 -1.246053 NA 9.967608 10.288199 11.1963212 12.1074564 11.1015174 1.3388522 11.3048832 10.8828569 14.4618374 9.3796049 6.3686060 8.6411164 8.6861107 11.9407840 9.9298883 8.4629799 10.8786635 9.0881692 11.4616865 11.6896135 9.6165334 8.0462176 13.9666203 1.3388522 10.5446517 10.9931961 5.7080934 7.3199502 NA 10.1547755 -0.2460532 9.0006367 9.0404538 13.4312302 11.5008301 11.3907472 11.3676855 11.5142001 NA NA 8.2911145 9.2194624 6.8985542 3.2133317 9.7088192 11.6825994 10.5257981 12.0187784 10.8199852 9.9839165 9.5245599 9.9426765 6.1289347 9.8637266 9.9036431 4.8199849 NA 5.9827153 9.7243686 10.2891714 10.2286160 6.5020887 10.4364517 4.2774567 TCGA-CN-A49A 60 0 NA 391 head and neck stage ivb t4b n0 mx 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 260.34.0 2 2 NA NA 2 3 1 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 2.725665e-06 9.456389e-07 10.2053150 2.4734233 10.3272597 4.6163871 9.9572462 10.8353742 9.9904435 14.4454528 7.6533395 8.4677836 8.9177552 7.7772113 -1.1115392 9.5758434 9.5617769 1.6958157 1.4734233 10.2160204 1.8884608 1.8884608 14.2938088 8.1458557 11.7603731 0.4734233 10.2737911 10.7619119 10.4217975 5.2807856 1.9152532 6.6433555 3.6958268 13.7170506 5.2807856 11.6624312 7.5923711 8.2591552 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0.000 0.361 0.000 0.352 0.000 0.000 -0.339 0.000 0.000 0.000 0.000 0.000 0.276 0.276 0.396 0.396 -0.437 0.271 0.000 0.538 -0.360 -0.146 11.619787 2.473423 11.294806 4.932860 10.947812 11.421031 8.550246 11.509833 10.591939 10.164592 10.246570 12.545898 8.493947 10.670647 10.341224 10.596258 4.478532 11.609227 10.649188 12.353141 10.516002 10.336584 11.800047 12.031556 13.161681 11.703651 1.210389 5.427626 10.329337 9.347899 10.3793187 12.6827822 10.3026245 3.9328643 11.7709198 9.6001348 13.8036843 10.9125686 7.6698276 9.5050168 10.4682551 11.4578488 9.6254278 9.2547901 10.7425570 9.6982360 1.4734233 12.3898075 9.7142216 6.1458547 11.8596521 4.6163871 11.6014246 10.5210087 7.2764855 2.4734233 2.0583858 10.2531497 -1.1115392 9.7197750 9.2249743 12.3531412 11.9309822 10.2070107 11.4098229 11.1862439 2.6958157 -0.1115392 7.8751632 10.7599881 4.7953566 3.8884705 10.3742971 11.3937832 9.9619400 12.6233891 10.6316193 9.8743098 8.7998599 10.6279236 8.0608953 10.3401942 10.6545826 8.9969923 6.7464485 3.8884705 8.7800541 9.9646154 10.4149671 6.5679485 10.6796307 4.5323232 TCGA-CN-A49B 71 0 NA 904 head and neck stage iii t3 n1 mx 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 40 1969 1 white not hispanic or latino 260.34.0 4 5 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.05259e-06 9.019015e-07 9.150534 NA 11.429034 NA 9.388947 9.774114 8.589209 16.968044 6.768065 8.035638 6.033119 8.377073 NA 9.435489 9.259109 3.827443 10.265564 10.253708 NA NA 9.294260 8.944709 10.806200 NA 10.304744 10.528777 10.111651 NA NA 2.458198 NA 13.374400 3.573690 10.494383 8.038154 5.282636 12.081481 0.458172 -0.126738 3.458211 12.989997 8.476873 NA 11.371099 3.517099 11.127685 5.680603 6.022994 NA NA NA 3.573690 0.873262 16.481689 16.650675 12.772415 10.658290 11.184427 NA -0.126738 2.332679 13.499640 2.458198 8.493467 11.403897 2.573690 18.360590 11.053467 -1.126896 6.552727 0.458172 11.421346 6.324458 10.762751 2.043169 2.573690 11.111353 9.365100 12.367467 11.105668 10.188963 NA 8.654607 11.069849 -1.126896 NA 9.064306 9.512588 4.917642 0.873262 NA 7.450676 NA 11.040665 NA 13.118577 9.348392 11.423753 3.332679 3.589140 12.881588 5.743612 10.069664 7.163265 9.954490 9.799543 1.195159 11.392883 7.097248 10.310999 8.137689 12.058432 NA 9.542132 NA 3.780142 -0.17677000 -0.16281000 0.67141000 0.12335000 -0.01009400 -0.01009400 0.20228000 3.19240000 -0.57140000 0.19071000 0.18889000 0.09827000 0.09827000 0.09827000 0.08994500 0.00069327 3.65690000 0.45649000 3.65690000 0.10089000 0.10089000 -0.01312700 -0.03108600 -0.09538400 -0.09538400 -0.04185000 0.00263570 0.00263570 0.43851000 0.00000000 0.00000000 0.63445000 -0.16281000 -0.16281000 -0.16281000 -0.66686000 -0.66857000 -0.66857000 -0.66857000 -0.32925000 -0.32925000 -0.32925000 -0.32925000 0.12335000 0.12335000 0.11594000 -0.01009400 -0.35202000 -0.33779000 -0.60253000 0.09827000 0.09827000 0.09507200 0.09507200 0.09507200 0.00069327 -0.66809000 -0.19224000 0.06894800 0.08290900 0.00444110 0.00444110 -0.02181500 -0.01009400 -0.01009400 -0.03108600 -0.03108600 -0.09538400 -0.12421000 -0.02342900 -0.04185000 -0.66365000 -0.56196000 -0.56196000 0.43851000 0.000 0.000 0.000 -0.657 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.665 0.000 -0.169 -0.169 -0.669 0.003 -0.329 -0.329 0.123 0.123 0.000 0.000 -0.143 -0.345 -0.383 0.189 0.000 0.000 -0.562 0.439 0.000 0.000 0.000 -0.657 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.665 0.000 -0.169 -0.169 -0.669 0.003 -0.329 -0.329 0.123 0.123 0.000 0.000 -0.143 -0.345 -0.383 0.189 0.000 0.000 -0.562 0.439 10.705741 NA 9.939565 7.063071 12.848737 10.275715 10.449259 11.438587 8.737433 9.508058 10.995751 10.964352 9.492550 10.630637 12.693226 12.255601 4.966850 12.367467 9.767307 11.105668 10.072306 9.913536 11.446657 13.063135 13.309893 11.605626 1.195159 1.680594 8.487957 9.398768 11.135048 11.639983 11.125321 NA 11.145585 10.684220 15.240093 9.599465 7.278388 8.385000 6.981772 12.412163 9.421404 8.895615 10.937313 9.809885 10.265564 10.495299 9.036896 7.584053 12.989997 2.458198 10.271991 10.658290 4.573684 6.718737 1.458224 9.793600 0.458172 9.115230 10.105668 11.105668 10.188963 10.761990 11.069849 11.367602 NA 2.680594 8.757417 8.981771 5.348979 5.299512 11.040665 10.835420 11.423753 12.532239 11.559528 10.595200 9.038154 10.069664 7.033118 10.824896 9.968644 2.043169 0.458172 8.431668 9.893289 9.428795 9.194047 7.611339 9.992188 3.265557 TCGA-CN-A49C 67 0 NA 645 head and neck NA tx nx mx 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 45 1964 NA white not hispanic or latino 260.34.0 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 1.112516e-06 7.231357e-07 9.1390819 NA 10.7680381 -1.1347938 9.1518439 10.1973227 8.9711946 14.9039909 6.6661856 8.8425663 3.3247242 8.6515558 NA 9.5949070 10.2479102 6.2915501 12.6488984 11.2187088 -1.1347938 NA 2.0352016 4.9313758 10.7830312 NA 10.1114329 10.5257278 10.6858640 NA NA 2.4502479 NA 13.1639932 3.9096771 10.4169944 7.6466458 3.7232637 12.0281495 1.6726516 NA 0.4502743 10.9656200 8.6678027 3.4502479 11.7504105 8.8999475 11.4658960 7.1414103 5.0551089 NA NA NA 3.5091384 1.6726516 13.2493907 13.4864068 12.6405210 9.6806695 12.1751888 NA NA 1.8652854 12.9167501 2.8652854 9.2457474 11.6940177 NA 18.2686624 9.9790284 NA 6.2489902 NA 11.4032326 3.8194843 10.4619419 2.4502479 5.9527482 11.2242121 10.1355816 12.5090184 11.3384846 11.2140143 NA 8.5073380 10.8716123 NA NA 9.0600431 8.8904257 7.0301926 NA NA 9.4150710 NA 10.8110958 3.7721813 13.1689243 9.4611403 10.6264219 -0.1346354 2.2834773 13.2342700 4.0352104 10.0900597 9.0625028 10.1989615 8.9151348 0.4502743 11.3443086 6.9313758 10.9770740 7.7930642 10.3596418 NA 11.3392456 -0.1346354 3.1872135 0.00513590 0.00513590 1.29490000 0.03524200 0.00555290 0.00555290 -0.09683600 -0.09683600 -0.05469000 -0.05469000 -0.05469000 0.24903000 0.24903000 0.00750000 0.67567000 -0.79403000 3.65690000 0.00680440 -0.00252090 -0.79536000 -0.79536000 -0.00041585 3.65690000 0.01028500 0.01028500 -0.07441000 0.00638710 0.00638710 -0.05010000 -0.03340500 0.01181800 0.01181800 0.00513590 0.00513590 0.00513590 -0.25323000 -0.25323000 -0.24825000 -0.24825000 0.00000000 0.00000000 0.00000000 0.00000000 0.03750000 0.03474300 0.02356600 0.00555290 -0.09683600 -0.09683600 -0.05469000 0.00750000 0.00750000 -0.00719580 -0.00719580 -0.00857660 -0.79403000 -0.79260000 -0.00252090 -0.80377000 -0.79536000 0.00208050 0.00208050 -0.00041585 -0.00788800 -0.00290910 -0.03762600 -0.02425100 0.01028500 -0.82472000 -0.07441000 -0.05212600 0.02314500 -0.05010000 -0.05010000 -0.05010000 0.000 0.000 -0.794 -0.794 0.000 0.000 -0.795 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.047 1.295 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.794 -0.794 0.000 0.000 -0.795 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.047 1.295 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.0971074 -1.1347938 10.3460563 5.9313758 9.6750543 9.6059102 10.5748009 17.9017684 7.2618909 9.4436589 10.6637580 11.0213693 8.2725537 9.9652914 12.3189427 10.9259821 4.8340690 12.5090184 8.5880936 11.3384846 10.9845516 9.6193385 11.7462089 12.2592035 13.1276013 11.5989371 -1.1347938 0.4502743 10.2554552 9.4332422 11.089891 11.434192 11.626630 -1.134794 11.175331 10.401048 14.858063 9.499190 7.494643 7.435142 8.939428 12.418315 9.709757 9.272554 9.187214 9.094105 12.648898 10.703308 10.387868 7.784149 10.965620 3.113217 9.861760 9.680669 5.646647 6.324717 3.672640 9.720933 -1.134794 8.035211 7.801924 11.338485 11.214014 10.872313 10.871612 9.865286 -1.134794 NA 7.576093 9.340006 6.450248 2.324724 10.811096 10.481376 10.626422 12.167068 10.859993 9.916495 7.593207 10.090060 6.989407 10.630987 9.135582 3.324724 NA 10.870911 9.787313 9.594907 9.000995 7.636775 9.818755 6.248990 TCGA-CN-A63T 60 0 NA 225 head and neck stage iva t3 n2b mx 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 46 1965 0 white not hispanic or latino 301.35.0 2 2 NA NA 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 1 0 0 4 0 0 0 0 4 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 5 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 1 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 4 0 0 5.757272e-06 2.00253e-06 8.6513377 NA 10.5406546 1.6938103 9.3064263 10.5034744 9.0412843 16.5139359 7.6245586 7.9712745 4.4714281 8.0934804 -1.1134108 8.9923747 10.1194867 3.9308603 10.3952514 11.8070051 -1.1134108 -1.1134108 5.7066438 8.1485610 10.5641858 NA 10.2307621 10.1200858 10.5180980 NA -1.1134108 2.0563754 7.5869058 11.8473731 4.8864672 10.6849380 9.9552445 5.9949915 11.6665958 3.0563928 -0.1135669 1.4714476 11.8933182 8.3601720 1.2083924 11.6764073 8.2880710 10.8101650 6.4410551 6.2173839 0.8864331 NA NA 1.8864721 1.8864721 15.9784896 16.2387580 12.5503211 11.4655464 12.3064264 NA -0.1135669 2.3459073 13.6479655 2.0563754 8.8348335 11.3205731 0.8864331 16.7781906 11.0870583 NA 6.3294089 2.5869088 11.5495795 6.7812836 10.4951831 6.3294089 3.5303205 12.1777808 9.7911008 13.1218769 10.5588915 10.9342717 -0.1135669 8.7082400 10.6954303 NA -1.1134108 8.9712745 9.3902919 4.7933549 5.7066438 0.4714476 6.7506521 NA 10.4695489 5.6546503 12.6294071 9.0501411 10.1993492 -1.1134108 4.5832964 12.9770748 3.6413495 9.4865370 8.7614475 10.0127189 11.1367646 -0.1135669 9.8164642 7.0260176 11.0358958 8.0538841 11.1077512 NA 10.6885786 0.8864331 3.1344017 0.1118000 0.1194900 1.1184000 -0.0921870 -0.1712400 -0.1712400 0.1620800 0.1620800 0.5681300 0.5681300 1.4779000 -0.0097916 -0.0097916 0.1105500 0.7049800 0.2104200 -0.1115300 0.1487800 0.1487800 -0.2721000 -0.2721000 -0.0977330 -0.0595120 0.4316200 -0.3780600 -0.3828900 0.1719900 0.1719900 0.0832260 -0.1009000 -0.1009000 -0.1009000 0.1118000 0.1118000 0.1194900 -0.3870300 -0.3870300 -0.3870300 -0.3870300 -0.1224900 -0.1224900 -0.1224900 -0.1280800 -0.0921870 -0.0921870 -0.0921870 -0.1712400 0.1620800 0.1620800 0.5681300 -0.0026285 0.1105500 0.2618800 0.2618800 0.2618800 0.0000000 -0.1115300 0.1487800 -0.2721000 -0.2721000 0.3473300 0.3473300 -0.0977330 -0.1044500 -0.1044500 -0.0595120 -0.0595120 -0.3780600 -0.3780600 -0.3828900 0.1268500 -0.3797500 0.0231730 0.0231730 0.0231730 0.262 0.262 0.000 -0.112 0.149 0.149 -0.272 0.347 0.000 -0.103 -0.103 0.000 0.000 0.432 -0.378 0.127 0.127 -0.101 -0.101 0.172 0.172 -0.380 0.000 0.112 0.112 -0.089 0.298 -0.122 -0.122 0.000 0.000 -0.134 0.000 0.162 0.162 0.568 0.568 0.000 0.111 0.000 0.000 0.262 0.262 0.000 -0.112 0.149 0.149 -0.272 0.347 0.000 -0.103 -0.103 0.000 0.000 0.432 -0.378 0.127 0.127 -0.101 -0.101 0.172 0.172 -0.380 0.000 0.112 0.112 -0.089 0.298 -0.122 -0.122 0.000 0.000 -0.134 0.000 0.162 0.162 0.568 0.568 0.000 0.111 0.000 0.000 10.5668257 -0.1135669 9.5938512 5.8172037 10.9212652 9.8449971 10.7576014 11.6369638 9.6930157 9.3942607 10.9565871 10.7487161 8.1414946 10.0638858 11.0744368 10.2878790 4.2337807 13.1218769 9.3345826 10.5588915 10.7649004 10.2179430 11.5553511 13.0123034 13.6844823 11.5105762 -0.1135669 2.4714216 9.7521995 9.9116058 11.0086471 11.9067517 10.4761174 1.2083924 10.7362622 10.9639495 14.9536673 9.2990360 6.5659459 9.4779885 8.0311244 11.8086789 9.3114618 8.6007117 10.7587563 9.2296518 10.3952514 10.6275117 9.3325155 8.4544223 11.8933182 1.2083924 10.3278542 11.4655464 5.7568312 7.4789233 -0.1135669 9.0563911 -1.1134108 8.7272442 10.2151411 10.5588915 10.9342717 10.7498781 10.6954303 11.3216155 3.7933549 0.8864331 7.2992474 9.6694644 7.8808196 3.9739327 10.4695489 11.3399940 10.1993492 12.6445853 10.9518823 10.5786457 8.9752544 9.4865370 8.3479455 9.3601720 9.8751508 5.3127305 -1.1134108 6.9363152 9.8694954 9.6413536 9.5650663 5.8637452 10.5433379 4.9949915 TCGA-CN-A63U 50 0 NA 526 head and neck stage iva t3 n2b mx 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 25 1986 0 white not hispanic or latino 311.35.0 2 2 NA NA 2 2 2 2 3 2 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 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 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 4 0 0 0 0 0 5 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.204299e-05 3.699117e-06 5.5633259 NA 11.6262205 1.6157929 10.0372561 9.9908317 9.2729831 15.8806747 6.4594890 6.8691336 4.2678653 9.3572593 0.3934162 8.8852528 8.6788022 1.6157929 6.7332499 10.7702488 NA NA 5.5766219 2.1303708 11.1359900 -0.1914914 10.1899803 9.5312448 10.6468534 -1.1916561 0.3934162 1.8084262 NA 11.2917493 3.9783604 10.7417592 5.1482874 3.6664158 10.9948611 1.1303379 2.7153223 NA 11.2588754 8.6895515 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-0.124 0.189 0.314 0.000 0.000 0.000 0.000 9.4799785 0.8084262 9.5989813 4.2678653 10.0270006 7.7183301 8.9312652 12.4390458 11.8124822 8.3952771 10.6052881 11.3763934 7.6633055 10.0221492 5.0372548 10.5001809 4.4600610 12.5407108 10.4088149 9.2962773 9.8596463 10.7164546 10.6975610 13.2180431 12.5617586 12.8758717 1.9783787 3.2678653 9.0857247 9.8772156 11.3214246 11.3052911 11.9317505 1.6157929 10.7960566 11.3140008 15.3756763 8.4027618 7.9758554 9.5439934 8.1281093 11.9511826 10.5759887 8.5465295 9.8308051 10.3792418 6.7332499 10.0557716 9.1281096 6.1122185 11.2588754 0.8084262 9.0480359 10.1122181 6.5226835 4.4522923 1.1303379 8.1258500 -0.1914914 8.2472293 9.4166922 9.2962773 10.5406048 9.7857173 10.1331805 10.4874775 6.7032558 NA 8.9051526 8.9908318 5.1482874 1.6157929 9.5201044 11.2464494 11.1910614 11.7100585 10.7284179 11.4293444 8.6238208 9.4176623 9.8899208 10.6574515 10.3466263 0.8084262 NA 10.6421181 7.5660609 9.9771095 9.0166718 7.9299709 10.3344475 6.2841717 TCGA-CN-A63V 59 0 NA 484 head and neck stage iva t4a n0 mx 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 60 1981 0 white not hispanic or latino 301.35.0 3 2 NA NA 3 3 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.835652e-06 4.171937e-07 10.3499488 0.1656869 10.2917524 5.4510957 9.2478423 10.4136208 9.0979081 14.2616260 7.9071605 8.1572150 6.5320161 7.8274716 NA 9.4124339 9.0283307 3.7506601 7.8239047 11.2448447 -0.8341845 NA 13.1727206 8.1572150 10.6675304 4.6575485 10.1557973 10.1783179 10.5558623 1.9730602 1.7506494 5.3154394 NA 11.0982772 6.1769211 10.6199926 8.6872938 8.1797136 12.2388307 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0.30266000 0.30266000 0.00291330 0.00388540 -0.00027724 -0.00027724 0.27789000 0.00041593 0.00041593 0.04600300 0.00499690 0.00499690 -0.00609010 -0.37414000 0.00346870 -0.00340620 0.00000000 0.00000000 0.00000000 0.00000000 -0.01036900 -0.00828680 -0.00828680 -0.01945200 -0.00512270 -0.00512270 -0.00512270 -0.00013862 0.32914000 0.32914000 0.31787000 -0.00138580 -0.00138580 -0.00567570 -0.00567570 -0.00567570 -0.00235530 -0.00235530 -0.00152430 0.30266000 0.30266000 0.00000000 0.00000000 0.00291330 0.00319100 0.00319100 0.00388540 0.00583090 -0.00027724 -0.00027724 0.27789000 0.27789000 -0.01491600 0.05104700 0.05281000 0.04600300 0.000 0.000 0.000 0.000 0.000 0.000 0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.278 0.278 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.329 0.329 0.318 0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.278 0.278 0.000 0.000 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2.3356262 NA 4.4876214 9.4843265 9.5940534 9.3078003 6.9794744 10.0680684 5.9205815 TCGA-CN-A63W 48 0 NA 348 head and neck stage iva t4a n2c mx 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 311.35.0 2 2 NA NA 3 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 3 0 0 0 0 5 0 7 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 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 0 0 7 0 0 1.110033e-05 3.538229e-06 7.3232638 NA 10.3603343 0.3046279 9.2294125 10.3116273 8.8489205 15.9438705 6.6911810 8.4287211 6.0050406 8.4661519 NA 8.6265282 9.4218103 0.3046279 2.3045987 10.8268546 0.7196654 1.0415934 5.9484560 4.8895612 10.6763766 NA 9.9881795 10.3027203 9.9663781 1.3046279 2.0415584 2.4200781 1.7196216 13.5973051 4.3045987 11.1343227 10.7711864 6.2274330 12.0050397 1.5269702 -1.2803346 1.0415934 12.8189853 8.9131629 NA 12.3295088 9.0735782 11.3666461 6.9911000 4.2431968 1.7196216 5.4475594 -1.2803346 1.7196216 1.5269702 16.0692983 16.4979315 12.2865454 11.0780140 12.0395918 NA NA 2.1790651 13.4253779 0.3046279 8.3760624 11.0738869 1.3046279 18.1707520 9.0154064 4.1459057 6.1119557 0.7196654 11.6227662 5.3045987 10.4479832 6.4061387 5.8176693 12.0723707 9.3315845 11.8679488 10.6373826 10.7447771 NA 8.4778606 9.6990628 -1.2803346 NA 8.8744555 8.8017866 8.1667210 3.0415584 2.8071076 7.2549133 NA 10.2674960 7.9412249 12.9554274 9.0230873 10.3097567 2.3045987 3.1263121 12.6881243 7.9770251 9.7790428 8.9887642 10.2838727 10.5596286 1.0415934 7.5140536 9.2732669 10.9934331 7.8920649 11.9309174 0.3046279 10.0511143 -0.2803346 5.1953712 0.143990 0.143990 0.819230 0.891060 0.105850 0.105850 0.203050 0.203050 -0.067190 0.962060 0.643780 -0.660490 -0.660490 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7.3343475 8.8776663 10.1656869 9.6250246 6.4811891 8.8870558 6.7475432 TCGA-CN-A63Y 46 0 NA 175 head and neck stage ii t2 n0 mx 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 311.35.0 3 5 NA NA NA NA 1 3 2 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 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 4 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 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 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 3.838182e-06 1.752213e-06 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.00083160 -0.00083160 -0.00097017 -0.00741030 0.00069327 0.00069327 -0.00166290 -0.00166290 0.00000000 0.00000000 0.00000000 0.00288510 0.00288510 0.00288510 -0.41641000 -0.43246000 -0.43246000 0.01586600 0.00277450 0.26592000 0.26592000 0.00903120 0.01936300 -0.00440390 -0.00440390 0.01824300 0.01600600 0.01600600 1.22860000 0.00842000 0.00842000 0.00842000 -0.00083160 -0.00083160 -0.00083160 -0.00097017 -0.00097017 -0.00097017 -0.00097017 -0.00346270 -0.01243800 -0.01243800 -0.01243800 -0.00741030 -0.00741030 -0.00512270 0.00069327 -0.00166290 -0.43474000 0.00000000 0.00288510 0.00288510 0.00166420 0.00166420 0.00166420 -0.43246000 -0.43246000 0.00652620 0.26592000 0.26592000 -0.00097017 -0.43409000 0.00875280 0.00847430 0.00847430 0.01936300 -0.42887000 0.00166420 0.00131260 0.01824300 0.01824300 0.03411300 -0.02137300 -0.02137300 -0.02137300 0.000 0.000 -0.432 -0.432 0.000 0.000 0.266 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.432 -0.432 0.000 0.000 0.266 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-CN-A640 40 1 134 NA head and neck stage iva t2 n2b mx 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 311.35.0 4 1 NA NA NA NA 3 1 2 1 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 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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10.7660030 11.0999404 7.2724460 11.4951121 3.3617122 10.4346763 10.0582633 6.2335564 4.6951364 2.8877787 10.0284696 NA 9.6508096 7.6035529 11.0685197 12.3107809 11.2526460 10.3145124 11.4353190 1.0397701 NA 6.6836417 9.4959340 6.3617122 2.7178464 10.3408237 11.6262494 8.6247472 12.8625150 10.9648942 10.5985882 7.4321026 9.7780798 7.9346026 9.6194779 7.2296091 -0.2820878 -0.2820878 7.5348406 8.0611314 9.9291368 9.8139130 5.8777271 10.0732078 6.6544943 TCGA-CN-A642 57 1 82 NA head and neck stage ivb t4a n3 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 5 NA 0 white not hispanic or latino 311.35.0 4 6 NA NA 1 1 2 1 2 3 0 0 0 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 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 7 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 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 7 0 0 0 0 0 0 5 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11.0439608 9.8014195 11.4404814 9.6529788 9.9975867 10.5582872 9.3976870 6.0615321 9.3782521 11.1660957 6.4667886 9.9342281 1.8520788 9.6679959 4.1740069 8.7709423 9.1558598 11.3375729 10.7808441 9.8558312 10.4655615 10.5368277 2.2671163 0.2671163 7.9571142 10.1882136 11.6799510 3.8520788 10.5215547 9.7255230 9.8982936 13.4513720 11.2118286 10.8725960 9.4066678 9.8873821 7.0808975 11.2451119 8.8614412 11.9060049 6.2671163 9.0402557 12.1313278 9.2727410 8.7183277 7.8520788 9.4445360 6.0872952 TCGA-CN-A6V3 61 0 NA 298 head and neck stage iva t3 n2b m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 40 1971 3 white not hispanic or latino 355.26.0 4 2 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 7 4 0 0 0 0 0 4 0 0 0 0 0 0 4 4 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 5.340079e-06 1.946904e-06 8.4002574 1.5816887 10.9064182 NA 9.6356010 10.9245832 8.7225050 16.6942062 7.0695153 7.7739680 5.8484627 8.4113979 2.8296060 9.2976371 9.5646687 4.4643154 11.4772504 11.2980659 NA NA 2.2821136 9.0963892 11.5387771 -0.4183113 10.3764970 10.5995274 10.3252473 NA NA 1.7515923 1.9036168 12.8711177 5.8008430 11.5100084 7.7415465 4.7515976 12.0817701 3.8670761 0.5816887 0.9035782 12.8303439 8.7314222 2.0411028 12.1251903 6.8395339 12.1406936 7.1553222 6.0894706 -0.4183113 -1.4185041 -1.4185041 0.5816887 -0.4183113 15.3571942 16.6481841 12.5048113 11.0042656 12.4538690 -1.4185041 NA 2.9035975 13.3360407 0.1665869 9.2496736 11.3669232 2.0786440 18.6519402 10.6681431 -1.4185041 7.0121273 0.9035782 11.5445711 5.0894685 10.4177254 5.1362652 1.1666512 11.0269486 9.6829942 12.1002434 12.2310436 11.2762506 NA 8.5717792 12.1520052 NA NA 10.0497900 10.2201110 7.4082236 5.7715000 2.9739969 6.7109579 -0.4183113 11.1448714 5.4520386 12.4856511 9.9759180 11.2742906 4.5124102 3.1319681 13.1365637 4.9036023 10.5538867 8.8176894 10.4065384 11.5788546 0.9035782 9.7237758 8.9024755 11.4597260 7.9868165 12.3682510 -0.4183113 11.3964578 -0.4183113 5.4145652 -0.00443120 0.00249690 1.49910000 0.45462000 0.00124810 0.00124810 -0.00387790 -0.00596750 -0.01422800 -0.01422800 1.09450000 0.01600700 -0.34400000 0.55283000 0.55283000 -0.00207840 -0.00207840 0.00180300 0.00180300 -0.00719580 -0.02151000 0.00194180 -0.00232280 0.00402430 0.00402430 -0.01477800 -0.00124730 0.34665000 0.03891300 0.00097064 -0.34251000 -0.00443120 -0.32414000 0.00249690 -0.36363000 -0.55487000 -0.55487000 -0.55487000 -0.55487000 -0.35795000 0.00000000 0.00000000 -0.00069303 0.45462000 -0.31354000 0.17642000 0.00124810 -0.68897000 -0.00981850 -0.04020700 -0.34817000 0.55283000 -0.00526100 -0.00526100 -0.00747200 -0.00207840 -0.00719580 0.00180300 -0.00719580 -0.00719580 0.00027728 0.00027728 0.00194180 -0.00235530 -0.02630400 -0.00232280 0.00277450 0.00402430 -0.02205800 -0.55787000 -0.01477800 0.00722170 0.06479700 0.03354900 -1.21490000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.347 0.000 0.000 0.000 0.000 -0.555 0.370 -0.358 0.000 0.455 0.198 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.347 0.000 0.000 0.000 0.000 -0.555 0.370 -0.358 0.000 0.455 0.198 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.000 0.000 10.681023 NA 10.314517 6.991066 11.267300 11.630620 11.392648 11.727448 8.162876 9.612342 10.582538 11.387620 9.572488 10.713853 11.867944 10.641358 5.116173 12.100243 9.863026 12.231044 10.953996 10.381361 11.792346 12.700163 13.268559 9.496060 -1.418504 4.535873 9.714817 10.332801 10.5205196 11.9013472 11.5804418 1.5816887 11.6425399 10.8737091 14.8241215 9.9364754 6.9825544 8.5271188 8.4145652 11.3667188 9.7486729 8.4627889 10.4427426 9.0110819 11.4772504 11.1297745 9.0152606 9.8056768 12.8303439 2.1666512 10.4291240 11.0042656 4.8484627 6.7715000 1.1666512 10.8837428 0.1665869 9.4589592 8.2398868 12.2310436 11.2762506 10.4415981 12.1520052 11.6999673 3.4396497 -0.4183113 8.9069805 9.3298679 8.5460158 4.6901992 11.1448714 11.3521325 11.2742906 12.0697663 10.9702306 10.7406003 9.5830833 10.5538867 6.7764317 10.1193789 10.4310802 3.6260653 NA 9.2237269 9.7507984 9.4365435 9.7263333 6.6954176 10.3858061 4.9036023 TCGA-CN-A6V6 59 0 NA 234 head and neck stage iva t2 n2b mx 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 90 1975 2 white not hispanic or latino 355.26.0 3 5 NA NA 2 1 3 1 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.7454632 4.9077367 10.9130011 9.9048544 12.5498604 11.8374656 11.9086939 NA 9.0793642 11.1059449 0.3530974 -0.6467896 9.2464478 10.0544526 6.9077355 3.9970033 NA 6.9456030 NA 9.7867316 5.3304257 13.1384964 9.2369501 9.6952208 3.2600407 5.2279413 13.2499515 4.6750763 10.4217498 8.4219243 9.3598789 9.9220523 2.8125804 11.3329285 8.3699545 11.9676259 8.3131479 12.3091592 NA 10.6818211 0.9380976 5.3304257 2.0623e-02 2.0623e-02 1.0646e+00 1.1565e-01 2.2920e-01 2.2920e-01 -1.0094e-02 -1.0094e-02 4.3523e-05 4.3523e-05 2.7745e-03 5.7898e-01 5.7898e-01 5.7898e-01 5.3383e-01 -4.1585e-04 -5.6535e-01 5.1961e-01 5.1961e-01 -1.4366e-02 5.2713e-01 -1.4090e-02 -3.3814e-02 0.0000e+00 0.0000e+00 4.3108e-01 -1.1335e-02 -1.1335e-02 1.6419e-01 4.9459e-01 4.9459e-01 7.2445e-01 2.0623e-02 2.0623e-02 -5.5166e-01 -1.2300e-02 -1.2300e-02 -1.0094e-02 -1.0094e-02 -1.0764e-02 -1.0764e-02 -1.0764e-02 -4.1546e-03 1.1565e-01 -2.6163e-03 -2.6368e-02 2.9692e-01 -1.0094e-02 -1.0094e-02 4.3523e-05 5.7898e-01 5.7898e-01 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11.371694 NA 6.067391 9.770999 9.988864 10.2441703 11.0652432 12.6246091 0.9380976 11.5186813 9.7040854 14.7320810 8.6660290 9.3934359 8.3615749 9.2342601 12.4585636 9.5086095 8.9933910 10.5909536 8.8569720 12.5025757 9.9493359 10.2993214 10.4531514 11.9317547 4.8125752 9.4299617 10.2464476 6.0535849 8.1572772 1.6750933 9.6773266 NA 9.4392824 10.9484036 11.8374656 11.9086939 10.9902238 11.1059449 11.0273384 NA 3.1605007 9.2075781 11.4827511 9.7604139 4.1080309 9.7867316 11.1856406 9.6952208 12.5517446 10.8937585 9.9409236 9.0861614 10.4217498 8.1954962 10.8084733 10.0630915 1.3531539 NA 10.1931372 10.5560413 10.1262853 8.9879572 8.4485430 10.0370180 4.8449982 TCGA-CN-A6V7 40 0 NA 188 head and neck stage iva t2 n2b mx 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 355.26.0 2 5 NA NA 2 4 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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0.0258420 0.0258420 0.0258420 -0.8685100 -0.0191470 -0.0191470 0.8124400 0.0104010 0.0104010 0.0358360 -0.0291500 -0.5450000 0.0010006 -0.8718500 0.0029434 -0.8498500 -0.8498500 0.0642560 0.0098443 -0.0233990 -0.0416730 -0.0506120 -0.0643450 -0.0643450 0.0100360 0.0100360 0.5472200 -0.1800200 0.0026657 -0.1479500 -0.1479500 -0.1479500 -0.545 -0.545 -0.822 -0.822 0.000 0.000 -0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.180 -0.180 0.000 0.000 0.000 0.000 0.000 -0.112 0.000 0.000 2.340 2.340 0.000 -0.818 0.000 0.000 -0.866 -0.537 -0.534 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 -0.545 -0.545 -0.822 -0.822 0.000 0.000 -0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.180 -0.180 0.000 0.000 0.000 0.000 0.000 -0.112 0.000 0.000 2.340 2.340 0.000 -0.818 0.000 0.000 -0.866 -0.537 -0.534 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 10.5945463 -1.5075828 10.3302853 5.2739298 9.3071532 10.0490193 12.1958254 11.4293926 7.3474389 8.8043188 10.0533811 11.2578568 6.8805876 10.2722900 13.3909831 10.6327614 5.3922281 13.4968214 10.0244395 12.7316470 10.7599426 10.2503773 11.3540454 12.5725912 12.9261561 11.9325314 -0.5073777 1.6624790 9.7894869 9.9256344 11.9413323 12.2024084 8.8534178 0.4925198 11.5992972 10.7966368 15.1199177 10.0122069 8.8795110 9.2657100 8.5586599 12.5530133 10.3593203 9.5280571 10.3583039 10.1614557 11.9436530 10.3839747 10.3956994 6.9437819 9.7279866 3.7779772 9.9622125 10.2808812 5.6524406 5.1507830 1.0775165 9.2213416 NA 8.7952095 8.5190941 12.7316470 11.0200477 10.3794104 11.4170121 11.3165349 0.4925198 NA 8.2464394 9.4525726 7.3286211 1.4925711 9.6480214 11.1015185 10.3652456 12.8520457 12.3737802 11.0638493 6.9146351 10.5609392 7.2407637 11.3685120 9.8708656 -1.5075828 NA 9.2541218 9.2685923 9.7081038 9.3675521 7.5093791 9.4762768 5.8588936 TCGA-CQ-5323 82 0 NA 1466 head and neck stage i t1 n0 NA 19-3-2015 male 2007 1466 NA head and neck squamous cell carcinoma no 45 1942 0 white not hispanic or latino 107.60.0 2 5 3 3 2 4 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.557523e-06 5.006324e-07 8.4193269 NA 10.3822181 0.8469546 10.0604519 10.5629047 8.8618930 15.6583341 7.5973703 7.9094383 4.6195304 8.3008993 NA 8.3989711 10.0669178 3.9058322 11.3203102 12.1265533 NA NA 8.5951355 4.1199620 11.8452981 -0.7379277 10.4155322 10.8917921 9.8967912 NA -0.7379277 3.5099112 -0.7379277 13.9084264 5.0168662 11.9022251 8.0400573 4.8469446 12.4996383 4.2619821 -0.7379277 2.4319171 13.8489958 8.5996020 2.5839041 11.6502666 8.8373870 12.2297468 7.2898861 5.5657617 NA NA NA 3.7855401 1.5839041 15.0711414 15.2681414 12.4926011 10.6808869 13.2370221 NA 1.5839041 5.2619821 12.3123390 1.8469546 9.6966084 12.2322659 NA 17.6763021 10.5708880 0.2619520 6.3809216 0.8469546 11.7595826 5.0948694 10.2850414 5.4714346 4.1199620 10.5560265 9.9449748 12.8286051 12.9706330 11.8558381 NA 8.9606849 11.9708485 -0.7379277 NA 10.2118069 9.6756081 6.4811488 2.0693241 -0.7379277 7.0628805 NA 10.4536564 NA 12.6379699 9.9860506 10.6981712 2.5839041 2.4915709 13.0456946 6.4811488 10.5481567 12.9763330 9.7101171 9.9580784 2.9624195 11.2700586 8.5973706 11.7550851 8.2421199 11.2118069 NA 11.9506676 -0.7379277 2.5839041 0.04783600 0.05409100 1.58730000 -0.03416900 -0.04670300 -0.04670300 0.00910620 0.00499690 0.01950300 0.01950300 0.01950300 0.00346870 -0.00535140 -0.00535140 0.70026000 0.16640000 3.65690000 0.01251600 0.01265500 -0.70469000 -0.04239100 -0.00415460 -0.02685100 0.01810300 0.01660000 -0.78703000 0.01782400 0.01782400 0.02034300 -0.00365770 -0.00365770 0.02216400 0.03735900 0.03735900 -0.71337000 0.00555290 -0.00068714 -0.32519000 -0.32519000 -0.40144000 -0.34354000 -0.34354000 0.03045100 0.02258500 0.02258500 0.02258500 -0.01595600 0.04059000 0.00249690 0.01950300 -0.00535140 0.69521000 -0.38437000 -0.38437000 -0.00088829 0.16103000 -0.57139000 0.01265500 -0.01739100 -0.70469000 0.09304000 0.12556000 -0.00415460 -0.03227100 0.00277450 -0.02685100 -0.00744650 0.01660000 -0.01137500 -0.77643000 -0.01560400 -0.35305000 -0.04942200 -0.04942200 -0.04942200 -0.383 0.000 0.109 -0.420 0.000 0.000 -0.677 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.654 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 0.000 0.000 1.346 1.346 -0.335 -0.335 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.695 0.000 0.000 -0.383 0.000 0.109 -0.420 0.000 0.000 -0.677 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.654 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 0.000 0.000 1.346 1.346 -0.335 -0.335 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.695 0.000 0.000 11.1949331 -0.7379277 10.9654425 6.8242230 10.5737285 11.6895549 12.4867356 11.6073854 9.0644965 9.9684761 10.8204009 11.7157653 8.6456844 10.6134716 13.4251581 10.7452921 5.0900531 12.8286051 10.0837541 12.9706330 11.7356859 10.4085488 11.7598320 12.4086141 13.1096248 12.4125208 NA 1.2619520 9.8375195 10.4142650 10.2605706 11.7437796 11.2471105 1.5839041 11.9476050 9.8232682 15.0380525 9.5205462 8.2449736 8.9983820 8.8581700 11.8091157 9.9070981 8.3964066 10.6343011 9.3467885 11.3203102 11.3263861 10.4449952 9.7707653 13.8489958 3.5839041 10.1430941 10.6808869 5.2161755 7.9589476 5.2843476 10.0596418 NA 9.3145481 9.3467885 12.9706330 11.8558381 10.8840320 11.9708485 12.0324376 -0.7379277 -0.7379277 9.8572377 9.1059012 8.5928969 3.7855401 10.4536564 11.3606703 10.6981712 11.8530349 10.7593330 10.3084221 8.5996020 10.5481567 6.0301639 9.5566009 10.1035446 0.2619520 NA 8.2506651 9.0290058 10.0059731 9.7183346 7.4015315 9.6945221 3.2619821 TCGA-CQ-5324 59 0 NA 1207 head and neck stage iii t3 n0 NA 19-3-2015 male 2007 1207 NA head and neck squamous cell carcinoma yes 43 1963 0 white not hispanic or latino 107.60.0 3 6 2 3 3 2 1 3 4 2 0 0 0 0 0 0 0 4 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 2.046623e-06 4.856393e-07 10.8726618 NA 10.6491513 1.4455678 9.8092553 9.9839414 8.1348575 15.8440617 7.1123154 7.1789128 3.3715589 7.9082653 -0.8764662 9.1250386 8.9374115 2.7085846 3.3715589 12.5857492 0.1236662 NA 9.9180463 5.8785169 11.4308312 NA 10.4336750 10.5998703 10.7534423 0.1236662 NA 4.5159458 NA 10.5404279 4.3330802 11.7780427 7.3715580 5.0543666 12.6339001 0.7085846 NA -0.8764662 13.7276623 8.0395097 NA 11.0443554 10.2583968 11.8538882 6.8378764 5.8650973 -0.8764662 1.1236000 NA 3.0305127 1.1236000 15.0715625 14.6385737 12.5215724 10.5743262 12.9401141 0.7085846 -0.8764662 2.9309833 13.4399826 1.7085846 8.7475119 11.6618193 2.6547105 18.4861993 10.4517443 NA 5.6471936 0.1236662 11.6635162 5.4455579 10.4833800 2.5830617 1.7085846 10.7982641 10.1782347 11.9060021 11.6229780 12.1202804 NA 8.4090328 11.1158606 NA NA 8.9245302 9.6194855 2.2935471 -0.8764662 NA 0.7085846 -0.8764662 10.8417351 NA 12.8534635 10.3967033 10.8613003 1.1236000 2.5619126 13.8014601 3.5830617 10.2913747 5.7960552 9.9687990 10.9176401 1.9310022 11.2932423 9.1193974 11.8751745 8.1652894 11.9661772 NA 11.2666947 NA 3.5159521 -0.00249380 0.00430210 0.00485790 0.00166420 0.00343270 0.00343270 0.00944910 0.00944910 0.19634000 0.19634000 0.20916000 0.00180300 0.00180300 -0.00539920 -0.00539920 -0.00816240 -0.00926640 0.00000000 -0.00055444 0.00083195 -0.00843850 -0.00484610 -0.02246900 -0.00277070 -0.00277070 -0.06638600 0.00861350 0.00861350 0.02918400 -0.00294100 -0.00294100 -0.02509400 -0.00249380 -0.03735400 0.00305220 0.00485790 0.00485790 0.00485790 0.00485790 0.00379250 0.00379250 0.00379250 0.01098200 0.00166420 0.00166420 -0.01208600 -0.00193990 0.00903120 0.00903120 0.19634000 -1.29290000 -0.00539920 -0.00622860 -0.01220500 -0.00885260 -0.00816240 -0.00152430 -0.00055444 0.00083195 0.00083195 -0.00636680 -0.00636680 -0.00484610 -0.01188700 -0.72261000 -0.03599300 -0.02246900 -0.00277070 -0.00995650 -0.06638600 1.19870000 -0.00691950 0.02918400 0.02918400 0.02918400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.196 0.196 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.196 0.196 0.000 0.000 0.000 0.000 11.034648 NA 9.706892 6.574842 11.518897 11.323913 10.396260 12.596956 9.209767 10.075644 14.574068 11.209767 8.369183 10.846865 10.778714 11.315923 2.992515 11.906002 9.491045 11.622978 10.666179 10.239974 11.669078 13.107827 12.658420 10.230847 NA 3.211090 9.278449 9.999380 11.3452175 12.2814510 11.0465864 -0.8764662 11.7385703 11.1560205 14.8731843 8.3596446 7.6511077 9.3306447 7.9784988 11.9135715 9.2578258 7.8984176 10.5154110 8.8498486 3.3715589 10.7566256 8.6491513 7.5330213 13.7276623 1.1236000 10.0937363 10.5743262 5.4274117 5.5665747 2.7085846 9.5861327 NA 8.5624222 10.3153065 11.6229780 12.1202804 11.0701712 11.1158606 11.3431015 NA NA 9.1748393 9.0214758 7.7346554 6.1897198 10.8417351 11.2622222 10.8613003 12.2062784 10.5425371 10.3548516 8.5748414 10.2913747 6.6550112 10.1789128 10.2778156 1.4455678 NA 8.9131641 8.8185627 10.1334590 9.5551280 7.3035397 10.1829749 5.9565214 TCGA-CQ-5325 65 1 654 654 head and neck stage i t1 n0 NA 19-3-2015 male 2007 601 NA head and neck squamous cell carcinoma yes 49 1958 0 white not hispanic or latino 107.60.0 3 1 4 2 1 1 3 1 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.474084e-06 3.337549e-07 10.3352983 NA 10.2657919 3.9833129 9.3297100 10.0774601 8.4042705 17.3427519 7.1532379 7.1532379 4.6422741 7.1017078 3.9053124 9.6195561 10.7119496 4.6422741 10.0685409 10.3683807 NA NA 8.2784174 3.5427409 11.0167360 -0.2646511 10.3953814 10.2550217 10.4375582 -0.2646511 NA 3.5427409 NA 13.1058005 6.2589466 11.1136804 9.4684009 8.1362647 11.1752164 5.3500941 NA 3.6422741 13.1851790 9.3900215 4.0573116 10.7396060 7.5612986 11.4839977 6.6779000 7.7466131 2.3203403 -0.2646511 -0.2646511 3.5427409 NA 16.4459222 16.8597381 12.2609063 10.0425863 12.8409667 NA NA 6.0207866 13.4876616 2.9053124 8.8439101 11.0696588 5.0014240 18.7891099 12.8522168 NA 5.7353868 -0.2646511 11.8762153 6.5682754 10.4332219 5.4633053 4.1276993 11.0265562 9.8977768 11.6347424 11.2716327 11.7051318 NA 8.2510852 10.7501034 NA 1.7353922 9.3128142 10.1190897 7.3203484 2.9053124 NA 6.3500959 NA 11.1850500 NA 12.6975585 9.3366735 11.4055991 6.5035698 4.2291572 13.3692889 -0.2646511 9.9939515 8.6601981 9.4939585 11.3670173 2.3203403 10.2461496 7.6180286 11.7087241 7.9301424 12.6151602 0.7353489 10.5306135 2.3203403 5.4078116 -0.00221680 -0.00221680 -0.02137300 0.00013863 -0.01119800 -0.01119800 -0.00069303 -0.00607470 -0.18219000 0.20840000 0.20840000 0.85185000 0.85185000 -0.14335000 0.17106000 0.03411300 0.03411300 -0.00484610 -0.00484610 -0.00443120 -0.00443120 0.00000000 0.01221500 -0.13587000 -0.13587000 -0.00747200 -0.00304750 -0.00304750 0.00769310 0.00097064 0.00083195 0.00083195 -0.00221680 -0.00221680 -0.00256830 -0.17875000 -0.02137300 -0.02137300 -0.02137300 0.00000000 0.00000000 0.00000000 0.00000000 0.00013863 0.00013863 0.00013863 -0.01119800 -0.00607470 -0.00607470 -0.18219000 -0.14335000 0.16556000 -0.00069303 -0.00069303 -0.00069303 0.03411300 0.03411300 -0.00484610 -0.00443120 -0.00443120 0.02076300 0.02076300 0.00000000 0.00430210 0.00430210 0.01221500 0.04386500 -0.13587000 -0.13587000 -0.00747200 -0.02082400 -0.00816240 0.01321300 0.01321300 0.01321300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.026 0.208 -0.143 0.022 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.026 0.208 -0.143 0.022 0.000 0.000 11.0595661 NA 9.9507122 10.3147014 11.3510151 11.1731324 10.6594557 11.1287760 9.5871345 10.4726329 10.2599272 10.9731929 10.8736573 10.5475628 11.3482540 10.8115330 3.3512750 11.6347424 10.3500953 11.2716327 10.8819542 9.7852340 10.3061900 12.6609622 12.7674312 5.7577540 -0.2646511 0.7353489 9.4700951 9.1700137 10.9898236 11.5933665 11.7173095 1.7389840 11.2019718 10.6203192 14.4480194 9.9202608 8.0973295 8.3792419 8.6982813 11.5439475 9.0248280 8.1989101 10.0606909 8.5002571 10.0685409 10.9338306 8.4802195 11.7336233 13.1851790 1.7353922 9.9289109 10.0425863 5.7353868 9.8347333 3.7353814 9.4616037 0.7353489 8.6572266 9.3629193 11.2716327 11.7051318 11.5338573 10.7501034 11.1212479 5.1277034 3.6422741 9.0730075 12.5621326 10.0437245 6.4768531 11.1850500 11.3542298 11.4055991 11.9347511 10.7886326 11.2029911 9.6910354 9.9939515 6.9833129 10.6111348 9.9053106 7.4288727 2.0573116 1.3203691 9.5852129 9.6587129 9.2192012 6.6057506 10.1500708 5.0207866 TCGA-CQ-5326 67 1 89 NA head and neck stage iva t4a n2c NA 19-3-2015 male 2007 NA NA head and neck squamous cell carcinoma no 40 NA 19 white not hispanic or latino 145.62.0 1 1 1 1 3 3 1 3 2 3 0 0 0 0 0 4 0 0 5 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 5 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 5 0 0 6.070491e-06 2.532262e-06 10.0208479 NA 10.0897804 1.2642962 9.7852375 10.2866594 9.2633521 15.8224332 6.9507915 7.6961371 5.7127526 7.3623235 NA 10.1233086 8.0057587 -1.3208465 6.2339187 11.1222725 -1.3208465 NA 9.1861326 10.1646552 11.9436250 1.2642962 10.6404169 10.6623227 10.5181390 NA -1.3208465 2.0012618 NA 13.5888940 4.0716426 11.9964590 8.8887825 6.6100666 12.2069282 3.2028878 NA 1.6793337 13.4368232 8.6494348 NA 11.5224650 7.0725046 11.7519641 7.4963129 5.5122206 -1.3208465 -1.3208465 NA 3.9647313 2.6793337 15.5072173 15.6451338 12.2839541 10.1055938 13.6704522 NA -1.3208465 1.8492387 13.9757793 2.3797596 8.9033306 9.8214361 -0.3206663 18.9851704 11.7593137 NA 6.0368813 0.6793337 12.7370670 8.1325995 10.2944989 6.3446652 1.8492387 11.0540969 10.8392004 11.6461481 11.1011309 12.5896907 NA 8.4606889 11.3175387 NA 0.6793337 9.1930566 8.6130196 4.7016988 -1.3208465 -1.3208465 7.2028908 -1.3208465 11.3680164 7.2453835 12.3237487 9.7305924 11.2291137 0.2642362 1.5531639 13.0055478 1.4866629 9.8265340 9.9548715 9.9283536 11.4653944 1.2642962 9.3168596 7.6651710 12.5324436 8.3446647 12.0506973 NA 11.1628929 1.6793337 6.1387612 -0.0193140 -0.0193140 0.0562280 -0.1704400 0.0000000 0.0000000 0.0501080 0.9897000 0.0449380 0.0449380 0.2097800 -0.3853700 -0.3853700 -0.3853700 0.0232860 2.2190000 1.9746000 0.0070826 0.0070826 0.0418830 0.0364360 -0.0594040 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10.6137571 7.2146047 9.9081477 4.0716426 TCGA-CQ-5327 61 0 NA 1660 head and neck stage iva t3 n2c NA 19-3-2015 female 2008 1184 NA head and neck squamous cell carcinoma no NA NA 9 asian not hispanic or latino 107.60.0 3 6 4 2 3 1 3 1 4 1 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 7 0 6 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 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 4 0 0 6 0 7 0 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 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 6 0 0 0 0 4 0 7 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 5.06195e-06 1.780026e-06 8.62061610 NA 10.66271296 -1.05709145 8.87215465 10.42419128 8.68436327 16.89988541 6.93725022 7.65370281 5.87363359 7.99002055 0.52787105 9.27157134 9.45761050 4.94289448 3.52785855 13.52780016 NA NA 6.89709276 6.50513827 10.98933830 4.03036257 10.48641160 9.75988003 10.32010690 NA -0.05709145 2.40234017 NA 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11.4084628 1.9429086 3.3352117 7.8255395 10.1215612 5.9201766 4.0303626 10.7007030 11.4056542 10.5502266 12.8849526 10.9258900 10.6652770 9.5984270 9.9897952 6.3858400 10.7915193 9.9825009 3.7502528 NA 5.6843643 9.9460417 9.5594452 9.3554663 7.2648245 10.0089856 4.7242574 TCGA-CQ-5329 46 0 NA 1422 head and neck stage ii t2 n0 NA 19-3-2015 female 2008 841 NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 107.60.0 1 3 1 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7.787615e-07 2.225033e-07 10.2251709 NA 10.4149597 3.8144786 8.7176617 11.0149021 9.3971235 16.5104644 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6.8888224 -0.0044312 -0.0044312 0.4850900 0.0044411 0.4701600 0.4701600 0.9555000 0.0011093 -0.0955160 0.9220900 0.9220900 0.4275500 0.4275500 0.4275500 -0.0725100 0.4621200 0.9328400 0.4703200 -0.0155400 -0.0186280 0.4292300 -0.0412950 -0.0446860 0.0172640 0.0172640 -0.0327230 0.8819300 0.8819300 0.1670000 -0.0346160 -0.0120240 -0.0120240 -0.0044312 -0.0044312 -0.0238400 -0.0278080 -0.0278080 -0.0278080 0.0000000 -0.0265260 -0.0047079 -0.0047079 -0.5430000 0.0044411 0.0044411 -0.0151910 0.4701600 0.0011093 0.0011093 -0.1311900 0.4275500 -0.0546900 -0.0656090 -0.0384420 0.2636600 0.4571700 -0.0431950 0.4369900 -0.0186280 -0.0186280 -0.0293110 0.4277200 -0.0412950 0.4479900 0.4479900 0.4099400 -0.0594630 -0.0261890 -0.0261890 -0.0327230 -0.0505370 -0.0331320 0.1518800 0.1518800 0.1670000 0.000 0.173 0.000 0.000 0.470 0.000 0.000 0.454 0.000 0.448 0.448 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.882 0.882 0.000 0.000 0.462 0.462 0.000 0.485 0.000 0.000 0.000 0.000 0.459 0.000 0.954 0.000 0.000 0.922 0.428 0.000 0.167 0.167 0.000 0.173 0.000 0.000 0.470 0.000 0.000 0.454 0.000 0.448 0.448 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.882 0.882 0.000 0.000 0.462 0.462 0.000 0.485 0.000 0.000 0.000 0.000 0.459 0.000 0.954 0.000 0.000 0.922 0.428 0.000 0.167 0.167 10.5948254 -0.8860329 9.5601880 5.7722473 11.3548266 13.0260797 8.6415121 10.5234262 9.6647820 8.8822197 10.1231640 11.1898486 8.5714163 10.4609921 9.8529718 10.2251709 3.9947245 11.3712139 10.1988437 9.8170737 9.6657434 10.6228204 9.9084512 12.7469737 12.6749651 8.4086558 NA 4.6686241 9.0682315 9.4901605 11.1023649 11.5897687 10.2277774 0.6990185 10.3860818 10.8338519 14.3192542 8.5276631 6.2014986 8.4561100 8.7064922 11.1311917 9.1231921 8.0328987 10.5308327 8.9766727 11.4710373 10.3106373 8.5693624 7.2586932 10.9917028 2.4359752 10.5912876 10.4885314 5.8689238 5.9844002 0.1141005 9.5836770 NA 8.6628570 9.9859405 9.8170737 11.1164987 11.6824664 10.5009755 11.3889957 2.1140338 1.4359486 7.7360873 10.7762586 5.6838901 3.7578873 10.9901684 11.7139481 10.6691037 11.6490676 10.5887552 10.8053426 9.8994877 10.4429514 7.9720165 10.0291677 10.4126706 0.6990185 NA NA 8.8484402 9.0506731 9.7222901 7.7213658 10.1069736 4.7287477 TCGA-CQ-5330 69 0 NA 1393 head and neck stage iva t3 n2b NA 19-3-2015 female 2008 896 NA head and neck squamous cell carcinoma no 21 1968 3 white not hispanic or latino 107.60.0 1 6 4 2 1 1 3 1 1 1 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 4 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.046623e-06 6.243934e-07 11.6672937 0.7668919 10.0858494 3.9893207 9.1606780 11.5167995 8.6657832 15.8146504 6.6738207 7.9989514 6.8824071 7.8222126 2.6414073 9.5710611 8.0858495 3.9893207 11.5841802 12.0490532 NA NA 11.7033226 6.8040187 11.1314295 2.1819612 10.9852914 10.4387659 10.2527593 1.5039084 -0.8180706 4.9098883 NA 14.0591078 7.5439111 11.4224608 9.0101040 7.4487540 10.0971000 3.8258263 NA 2.7669343 12.6582074 8.0492463 1.5039084 10.0956050 6.1236600 11.7367962 7.3112506 7.2318164 2.1819612 0.1819294 -0.8180706 1.7669343 -0.8180706 14.5388637 15.0400032 12.0972942 10.8737110 13.2771173 0.1819294 0.1819294 5.2694297 14.0264281 2.3518827 9.6082323 10.6917426 NA 18.1278000 12.1165798 NA 6.2263621 2.3518827 11.5529273 6.6165959 10.5179161 5.9234345 3.2694372 11.1112259 10.5334589 11.4551308 11.3443588 12.1547679 -0.8180706 8.5038957 11.0952310 NA 2.1819612 8.6857934 10.3468745 7.2904917 3.1819612 1.5039084 4.1819692 0.7668919 10.7980568 0.1819294 11.9118007 9.5300871 10.0360567 4.7669290 3.7783032 13.0834001 5.5038957 10.3993195 9.6019277 9.9976951 11.7989758 1.9893207 9.9869052 9.0691882 12.1910963 8.0461538 12.6468961 1.1819930 8.5807112 2.6414073 5.2043364 0.01153900 0.01153900 0.04627500 0.67641000 0.01659800 0.01659800 2.36020000 0.00805670 -0.25854000 1.27710000 1.28570000 0.23179000 0.23179000 0.23179000 0.23179000 -0.00097017 -0.00097017 -0.00470790 -0.00110870 -0.46834000 -0.50298000 -0.23753000 -0.00373950 0.00000000 0.00000000 -0.22121000 0.85482000 0.85482000 0.04726800 -0.00456950 -0.07566100 -0.11730000 0.01153900 0.01153900 0.01153900 -0.49093000 -0.47311000 -0.47311000 -0.45854000 0.00754300 0.02342600 0.02342600 -0.46270000 -0.53612000 -0.00940460 -0.00940460 0.01109000 0.00805670 0.00805670 -0.25854000 0.23179000 0.23179000 -0.08930200 -0.08930200 -0.08930200 -0.00571590 -0.00097017 -0.00110870 -0.46834000 -0.46834000 0.15173000 0.15173000 -0.23496000 0.21806000 0.21806000 -0.00373950 -0.00373950 0.00000000 0.00000000 -0.22121000 0.12432000 -0.34412000 -0.13807000 -0.13807000 0.04726800 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 0.152 -0.238 -0.071 0.189 0.000 0.000 0.000 0.000 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8.5656718 10.1791470 11.3443588 12.1547679 11.1656737 11.0952310 11.5190319 5.1127043 6.3112506 8.1097455 12.6699331 4.5038957 5.2694297 10.7980568 11.6142484 10.0360567 12.0301992 10.6688026 10.5580929 10.1910964 10.3993195 7.3568930 10.2681038 10.4534305 6.8113246 1.5039084 0.1819294 9.7626878 9.5284813 10.0569488 6.5218171 9.9259604 5.2904908 TCGA-CQ-5331 73 0 NA 1399 head and neck NA t2 nx NA 19-3-2015 female 2008 NA NA head and neck squamous cell carcinoma yes 15 1952 NA white not hispanic or latino 145.62.0 3 1 3 1 3 3 2 3 2 2 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4.370754e-06 1.214098e-06 9.6118076 NA 10.2792901 0.1767057 9.5860492 10.2451007 8.5429804 16.6055663 6.6804833 7.2877936 5.4245862 7.6442637 -1.8231666 10.4492881 9.4120742 2.9840060 9.4620605 11.6896456 NA NA 6.4895413 2.7002177 11.1640999 0.4985572 10.6434994 10.4991498 10.8666562 NA 0.1767057 2.0835538 NA 14.0485875 6.5342095 11.7167863 9.6340390 5.9580190 11.2045642 2.0835538 NA 0.7616257 13.0803518 8.7070647 -0.2383743 11.1197225 9.5875919 11.8515126 6.1822831 7.9062791 NA 1.4986083 -1.8231666 -0.2383743 1.9840060 16.4983962 16.8856260 12.1972910 10.8866036 13.0421499 0.4985572 NA 3.9315412 13.0978018 1.3465882 9.7977943 11.2017978 2.5689806 19.3416210 13.1559941 NA 6.0158610 0.4985572 11.8729738 8.0032070 10.3101216 1.4986083 2.9840060 11.1110863 10.1073956 12.8371857 10.6232246 12.2784698 NA 8.4174496 11.6730127 NA NA 8.8069253 10.1373843 3.2641160 -1.8231666 NA 4.4620589 -0.2383743 11.3997549 -1.8231666 12.4597466 9.9035448 10.9938418 5.2641198 3.6429557 13.5889634 6.1539391 9.8454413 9.7821377 9.4880546 11.0103390 -0.8234219 10.3203603 8.1510729 12.3271195 8.6299288 11.8283827 NA 11.8055594 2.2641160 3.4245862 0.04046800 0.47615000 -0.00346270 -0.00249380 0.25558000 0.25558000 0.03425400 0.03425400 -0.00912860 -0.00912860 0.24716000 0.00287920 0.00287920 0.00287920 0.01042400 -0.00249380 -0.00249380 0.00180300 0.00144390 -0.00774820 -0.00774820 0.00277450 -0.00055444 0.02146300 0.02146300 0.00430210 0.00319100 0.00319100 0.01880300 0.00000000 0.00000000 0.00000000 -0.27248000 0.23442000 -0.01265000 -0.00207840 -0.00207840 -0.00346270 -0.00346270 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.00249380 -0.00249380 -0.00138580 0.25558000 0.03425400 -0.26143000 -0.00912860 0.00287920 0.00287920 -0.00373950 -0.00373950 -0.00373950 -0.00249380 -0.00249380 0.00144390 -0.00774820 -0.00774820 -0.00027724 -0.00027724 0.00277450 0.00166420 0.00166420 -0.00055444 -0.00055444 0.02146300 0.02146300 0.00430210 0.00430210 0.00208050 0.01950300 -0.26047000 0.01880300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.256 0.256 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.256 0.256 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.8629399 NA 9.5606811 8.4701297 11.0073715 11.5457089 10.9625193 11.8554784 8.3836728 10.5934557 11.2707360 10.0233240 9.6055417 10.9514453 11.4087793 10.8459862 4.3759361 12.8371857 9.6386491 10.6232246 10.8069254 10.3088366 10.5897572 12.2808843 12.5881030 9.3769439 -0.2383743 4.6844541 9.3627725 9.8926202 10.7684143 11.7647873 12.2087901 0.9840424 11.4170024 11.4394872 14.3104810 9.0714760 7.4174492 8.2251452 8.6695130 11.2410642 9.1298435 7.9113680 10.3587391 7.9315460 9.4620605 11.2109414 8.4562690 8.8428824 13.0803518 1.3465882 10.2923522 10.8866036 5.8132835 8.2224177 -1.8231666 10.5908149 NA 9.3085151 8.8419942 10.6232246 12.2784698 11.3599835 11.6730127 11.6869279 3.1766579 NA 7.8005395 9.6457912 8.1279427 2.8770964 11.3997549 11.7200526 10.9938418 11.8112424 10.4761525 10.0566243 9.9323804 9.8454413 6.7350794 10.5644064 10.2531398 7.7616210 2.3465882 1.3465882 9.6114636 10.2316016 10.0079655 6.5603619 9.2733735 4.3264079 TCGA-CQ-5332 87 1 317 317 head and neck stage iii t3 n0 NA 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes 90 NA 0 white not hispanic or latino 107.60.0 1 4 2 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 3.226298e-06 1.001265e-06 8.5862386 NA 10.7695485 0.6185206 9.4020760 10.1163839 9.1499135 13.7471171 8.2862348 7.4471973 5.9404604 7.9192662 NA 8.5512388 8.5413642 2.2034831 3.4258889 11.3966092 NA -0.9663479 11.6626985 4.0779607 11.1931256 2.8409264 10.6895474 10.4878689 10.2295568 NA 0.0335111 5.3734185 NA 14.3875778 4.1210320 10.7331420 7.0724885 7.4172736 11.6241566 3.8409264 0.0335111 2.9404675 11.7501747 8.7235674 NA 12.5200275 7.0644022 12.9691029 7.2909570 4.6482814 NA NA 0.6185206 2.2034831 1.0335816 12.7615878 12.5844221 12.6136432 9.6005749 12.7808185 NA 4.3189748 5.4086100 13.1306964 3.1210320 8.4577359 11.7333588 NA 18.0953231 10.3538059 NA 6.9524326 0.6185206 12.5895965 2.4930068 10.4280322 4.6482814 3.1210320 10.2116119 10.4371142 14.6834028 10.8328512 11.1137208 NA 8.7867862 10.4301743 NA -0.9663479 10.0779637 9.0475899 6.0559375 3.5571282 7.1628525 6.5649512 NA 10.3560610 8.2575712 12.9671680 9.0569219 11.0412977 1.8409264 1.9365908 13.0829076 7.6222840 10.5198012 5.5093031 10.8965517 9.5958119 2.8409264 11.0458449 8.4950491 10.9389565 8.0806934 12.4825892 0.6185206 11.5522227 1.0335816 4.0779607 0.118580 2.792200 0.315940 -0.191120 2.015600 1.324000 0.053596 0.110230 -0.920320 0.024268 0.823730 -0.669190 -0.669190 -0.667440 0.100740 -0.662810 -0.175250 0.791810 -0.296030 -0.080008 -0.080008 -0.253580 0.070386 0.738910 -0.122130 0.000000 0.083054 0.083054 0.032282 -0.542190 -0.301770 0.083198 0.120350 0.136580 -0.702260 -0.669860 -0.669860 -0.664940 -0.664940 -0.671130 0.053237 0.035383 0.027076 -0.671740 -0.665960 -0.688060 -0.685980 0.110230 0.110230 -0.200740 -1.292900 -0.667440 0.094491 -0.663000 -0.224040 -0.668820 -0.218980 -0.680400 -0.080008 -0.080008 -0.659570 0.085076 -0.206970 0.297240 0.340800 0.070386 -0.630170 -0.193000 -0.796360 0.000000 -0.682410 -0.617860 -0.481240 -0.479160 0.032282 0.000 -0.125 -0.658 -0.183 0.755 0.459 0.000 -0.266 -0.254 0.000 0.000 0.000 0.000 0.672 -0.122 0.000 0.000 -0.288 0.000 0.000 0.000 -0.618 1.021 0.119 0.119 -0.665 -0.175 0.000 0.000 -0.191 -0.666 -0.680 0.000 0.000 0.000 -0.577 0.000 -0.667 0.000 -0.304 0.000 0.000 -0.125 -0.658 -0.183 0.755 0.459 0.000 -0.266 -0.254 0.000 0.000 0.000 0.000 0.672 -0.122 0.000 0.000 -0.288 0.000 0.000 0.000 -0.618 1.021 0.119 0.119 -0.665 -0.175 0.000 0.000 -0.191 -0.666 -0.680 0.000 0.000 0.000 -0.577 0.000 -0.667 0.000 -0.304 0.000 10.7913762 NA 10.8711975 5.1420948 9.9672601 11.6313870 9.4524762 11.7430842 10.7834390 9.9427126 12.6576796 11.1573677 7.3327777 11.1560740 13.3154271 10.4172738 4.8096717 14.6834028 8.0079843 10.8328512 10.0051131 11.4373805 12.1169275 13.2998905 12.8151342 12.2433275 -0.9663479 3.0335640 9.3015266 9.3911216 11.0381411 12.3045948 9.0363846 0.6185206 10.4702811 10.1871215 14.1009598 8.2838681 8.2258625 9.5423546 9.7112893 12.1950164 9.5109433 8.7460964 9.3633658 9.8214720 3.4258889 10.4650671 8.9687345 7.5413638 11.7501747 3.5571282 10.4264236 9.6005749 6.9464583 5.2430216 2.7340050 9.6774258 -0.9663479 9.5423546 9.3362084 10.8328512 11.1137208 11.2632896 10.4301743 10.9093189 4.1210320 0.6185206 7.7270566 9.6810279 7.1883881 3.8915553 10.3560610 11.2081832 11.0412977 12.1822050 10.4935133 11.1950164 8.6501183 10.5198012 8.5393810 10.0656153 10.6733624 -0.9663479 NA 8.3373503 7.5482833 9.7682791 9.3061993 8.9598655 10.6971276 3.6774293 TCGA-CQ-5333 74 1 341 341 head and neck stage ii t2 n0 NA 19-3-2015 male 2008 300 NA head and neck squamous cell carcinoma yes 37 1950 0 white not hispanic or latino 241.45.0 3 6 NA NA 1 1 3 1 1 3 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 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 7 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 7 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 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 6.035803e-06 2.046623e-06 8.8021974 NA 9.7072421 1.8754262 8.1973352 9.8296035 8.6479965 17.1653360 6.3348382 8.5572312 7.3884772 8.1546308 3.1973307 9.0635838 8.9978039 5.5192620 5.4603691 11.3048139 NA NA 6.9557801 9.0386376 9.6236001 3.9908823 9.8603003 9.8440739 10.3578790 -0.7095756 NA 3.6827643 NA 12.6312684 4.7498775 9.8884971 9.3963533 7.3072527 9.6413838 3.4603756 NA 0.8753869 12.8180439 8.4876612 1.2904244 7.3884772 4.8754066 10.5053708 5.2904428 6.7902911 2.0978130 NA 1.2904244 0.8753869 0.8753869 15.1859963 17.3827441 12.5017246 12.1918773 11.7900415 NA NA -0.7095756 13.4662281 1.8754262 7.6741492 11.0937686 NA 18.0935131 11.8576878 NA 6.8373390 NA 11.1684956 6.3457264 11.0419887 2.6123761 1.6123525 11.2659344 10.3745887 11.0123513 11.8081141 10.3845224 NA 8.2876242 10.3699295 NA 1.8754262 8.4578627 10.2995735 7.4041870 3.7498775 NA -0.7095756 NA 10.8416723 1.2904244 12.6147659 9.0379159 10.7957600 2.0978130 4.3313398 13.7498763 -0.7095756 9.9423932 6.7982398 8.7071154 10.3402932 1.8754262 10.7997248 8.3752532 10.9848026 8.5712153 11.6471717 NA 8.8392665 1.6123525 5.4998969 0.00000000 0.00000000 0.05053400 -0.03088900 -0.00110870 -0.00110870 -0.00249380 -0.00249380 0.00263570 0.00263570 -0.00549510 -0.00290910 -0.00290910 -0.00290910 -0.00290910 0.29167000 0.29167000 0.00180300 0.00180300 -0.00788630 -0.00788630 0.00513590 -0.00181430 -0.00386640 -0.00386640 -0.00595220 -0.00235530 -0.00235530 0.00726440 0.00023162 0.00319100 -0.29177000 0.00000000 0.00000000 0.00083195 -0.00081181 0.05053400 0.05053400 0.05053400 -0.00083160 -0.00083160 -0.00083160 -0.00083160 0.00249690 -0.28928000 -0.00180140 -0.00110870 -0.00249380 -0.00249380 -0.01684100 -0.00290910 -0.00290910 0.00041593 0.00041593 0.00041593 0.29167000 0.29167000 0.00180300 -0.00788630 -0.00788630 -0.00055444 0.00291330 0.00513590 0.00235810 0.00235810 -0.00181430 -0.00097017 -0.00069303 -0.00069303 -0.00595220 -0.00595220 0.00509880 0.02689100 0.03073200 0.03073200 0.000 0.000 0.292 0.292 0.000 0.000 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6.5096135 3.7498775 9.7375279 NA 8.2705841 9.1185811 11.8081141 10.3845224 9.7019557 10.3699295 10.8664565 2.4603756 3.7498775 7.3989694 12.3572066 5.6302948 3.2904391 10.8416723 10.5862136 10.7957600 12.0461668 10.7722441 10.7114576 9.7261149 9.9423932 9.6654841 10.8754072 9.3699295 1.8754262 5.4802684 0.2904244 11.0735698 8.9379031 8.7982395 7.5288495 10.2511706 4.9342995 TCGA-CQ-5334 87 1 129 129 head and neck stage iva t3 n2b NA 19-3-2015 male 2008 117 NA head and neck squamous cell carcinoma yes NA NA 6 white not hispanic or latino 107.60.0 3 6 4 2 3 3 2 1 4 1 0 0 0 0 0 0 0 4 0 4 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 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 1 0 5 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 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 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 7 0 0 5 0 0 0 0 0 0 0 4 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 7 0 0 4.227562e-06 1.362833e-06 10.34224305 -1.08405849 9.88608414 3.50094224 9.55531903 10.32642960 9.18510487 16.16626743 6.98744025 7.60247915 4.58840283 7.55260301 NA 9.98811090 8.09339802 4.30829534 9.31044101 10.30453374 NA NA 11.70571566 5.32536842 11.59941158 NA 10.44443237 10.12238218 10.49199015 1.23793077 NA 3.37541483 NA 13.59963086 7.75832850 11.78557213 9.17454424 6.88176249 9.28557561 -0.08405849 NA 1.50095498 11.93435233 8.21975903 -1.08405849 11.65153430 6.06226637 12.05200812 7.85849269 5.73615836 NA NA NA 2.08590049 0.50090401 16.12816921 16.79862663 12.36706056 10.79670968 11.57508221 NA NA 6.43954003 14.04662926 2.08590049 8.96718734 10.99312776 NA 18.49212673 12.21818877 NA 5.92720670 0.50090401 12.04381142 6.47056778 10.17572157 1.23793077 3.77395414 11.23987744 10.39727321 11.71829269 10.42228589 11.58508479 NA 8.37745783 11.54897344 NA NA 9.01269353 9.85629184 1.50095498 NA NA 6.44735934 NA 11.11810207 -1.08405849 12.34838968 10.12691738 10.84227428 6.40783198 3.69734015 13.68643569 -1.08405849 10.36229651 8.85114342 9.37457961 11.65997115 -1.08405849 10.38968403 8.93139320 12.23875146 8.37130532 12.15453229 0.50090401 10.27077864 2.08590049 4.64389658 0.06265100 -0.01574100 -0.01282700 -0.02506500 0.34226000 0.34226000 0.13850000 0.02163600 -0.01546600 -0.01546600 0.35496000 -0.00304750 -0.00304750 -0.00304750 -0.00304750 0.36125000 0.36125000 0.00165180 -0.00609040 -0.02205800 -0.02205800 0.00416320 0.00069327 0.00527490 -0.00259900 -0.00512270 0.00000000 0.00000000 0.06494000 0.00138680 0.00138680 0.83608000 -0.45768000 -0.01574100 -0.00761010 -0.01409000 -0.01409000 -0.01409000 -0.01409000 -0.00968060 -0.31412000 -0.01333800 0.01251600 -0.01023200 -0.01023200 -0.00954260 0.33129000 0.02227600 0.02227600 -0.40838000 -0.00304750 -0.00304750 -0.01858800 -0.00567570 -0.00567570 0.39065000 0.36125000 -0.00609040 -0.01092200 -0.01092200 0.37117000 0.38386000 0.00430210 0.00136590 0.00136590 0.00069327 0.00069327 -0.00259900 -0.00259900 -0.00512270 -0.00512270 -0.00013862 0.07239600 0.07050500 0.06222300 0.000 0.000 0.361 0.361 0.000 0.000 0.000 0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.342 0.342 0.116 0.000 -0.393 0.355 0.000 0.000 0.000 0.000 0.000 0.000 0.361 0.361 0.000 0.000 0.000 0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.342 0.342 0.116 0.000 -0.393 0.355 0.000 0.000 0.000 0.000 11.44687223 NA 10.07665649 7.92999865 11.73056074 12.03459334 9.60247878 11.90270918 9.90679141 10.43512308 10.50375579 10.86178784 9.18393530 11.10611161 9.30399554 10.76733691 3.15399984 11.71829269 9.18977392 10.42228589 10.74926374 10.81533518 10.14359418 12.84814503 12.57050242 -0.08405849 NA 3.30830262 9.35892169 10.12177153 10.557127 12.400424 10.171597 1.500955 11.779584 11.143594 13.931609 9.313653 7.201381 8.840791 9.077110 9.835587 9.722697 8.222040 10.520068 8.182765 9.310441 11.412582 9.248015 7.767728 11.934352 1.723340 10.631082 10.796710 5.105804 7.383584 NA 10.420797 -1.084058 9.288843 9.462873 10.422286 11.585085 10.507968 11.548973 12.082612 4.530689 NA 7.931895 10.867263 6.316857 6.710395 11.118102 11.341719 10.842274 11.517749 10.405325 10.607722 10.746890 10.362297 7.346430 10.396264 10.608158 5.455136 NA -1.084058 9.649265 9.772404 10.639213 7.100854 10.113195 5.144797 TCGA-CQ-6218 52 0 NA 1253 head and neck stage iva t3 n2b NA 19-3-2015 female 2009 NA NA head and neck squamous cell carcinoma no 30 1979 2 white not hispanic or latino 151.54.0 1 3 4 3 3 3 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 6 0 0 2.948168e-06 1.279394e-06 8.9367999 -0.2405885 10.5054748 1.5667178 9.1856451 9.8146627 8.7004279 16.6320733 7.3555705 7.4318060 4.3139714 7.9688338 NA 9.3499674 9.1929659 3.7593796 4.0813055 10.8451848 NA NA 9.0343409 5.3139677 10.7800131 2.5667421 10.6420234 10.1306125 10.0214751 NA 1.5667178 1.7593689 -1.2405885 13.6012395 6.0540019 11.1708914 8.1300675 6.6235670 12.7135767 1.5667178 -1.2405885 1.3443172 12.6641091 9.4898506 NA 12.0429029 11.4292664 11.2103338 5.9785480 7.7509019 1.3443172 -1.2405885 -1.2405885 0.3443740 -1.2405885 15.7889903 15.9042045 12.2857255 10.6181385 12.7248941 -1.2405885 -1.2405885 3.1516965 13.6243886 2.0813055 9.1887871 11.0588746 1.9292987 19.5606356 10.7737496 NA 6.1772321 2.8468343 11.5707551 6.5602809 10.6083945 3.0073032 2.6662794 11.6378145 9.3330276 12.1575415 10.9355535 12.1838091 0.7594115 8.2208600 10.9336820 -1.2405885 3.7593796 8.7914260 10.0739636 5.0073076 5.5667360 4.6173631 5.8679039 -0.6945547 11.1111478 1.3443172 12.7547059 9.9358964 11.2721208 4.7135749 2.8434412 12.9827788 2.7593902 9.2533459 12.2895428 9.8783410 10.8527980 0.3443740 9.7251646 8.1365908 11.7398770 8.6389637 11.6606244 -1.2405885 11.6711469 1.5667178 4.9293034 0.00060990 0.02372800 0.01167900 -0.29851000 -0.00567570 -0.00567570 -0.00415460 -0.00415460 -0.02931100 -0.02931100 0.54594000 -0.02041200 -0.01376500 -0.00443120 0.00000000 -0.01407800 -0.01407800 0.02062300 -0.00290910 -0.00802440 0.00722170 0.00221930 -0.01161100 -0.00691950 0.01922300 -0.02724700 -0.00235530 -0.00235530 0.66106000 0.00069327 0.00069327 -0.54260000 0.01470600 0.00816110 -0.50277000 -0.52081000 -0.50981000 -0.50981000 -0.50981000 0.00569190 0.00057100 0.00057100 0.02791900 0.00388540 0.00388540 0.00388540 0.01140000 -0.55106000 -0.01092200 -0.02931100 -0.52512000 -0.00443120 -0.00332430 -0.52420000 0.00199650 0.01056400 0.00055459 -0.00263220 -0.00802440 -0.00802440 0.00194180 0.00194180 0.00221930 0.00249690 -0.12629000 -0.01161100 -0.01161100 -0.51022000 -0.51022000 -0.02724700 -0.01821600 0.00027728 -0.40868000 -0.40868000 0.10312000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.487 0.000 0.000 -0.409 -0.306 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.487 0.000 0.000 -0.409 -0.306 10.547283 NA 9.077675 6.494091 11.695650 11.361843 11.419599 11.727867 9.200250 9.628203 11.414687 10.450688 8.623567 10.488576 12.157189 10.329236 4.453425 12.157542 9.491548 10.935554 10.611520 9.673766 10.615417 13.748255 12.520620 8.463284 0.344374 0.344374 8.974913 9.650404 10.1639897 11.6504046 11.8551070 -0.2405885 10.9791539 10.0897371 14.7072447 9.3860019 6.2023237 8.6602473 8.5125971 12.4758784 9.1627760 8.1708915 10.4838943 8.3923754 4.0813055 10.4189303 8.8574125 7.7817479 12.6641091 1.9292987 10.5012687 10.6181385 5.5922716 6.6235670 -1.2405885 9.8274869 NA 9.3639337 9.4615531 10.9355535 12.1838091 11.2267312 10.9336820 11.4624187 -1.2405885 NA 7.1645218 9.4068387 6.9442552 3.2829438 11.1111478 11.3053101 11.2721208 12.2564837 10.8773481 10.5117611 9.0631610 9.2533459 7.0992300 10.3471579 9.9833820 3.8886653 NA 7.3923758 8.6244639 9.8580705 9.8652890 6.7817479 9.9651736 5.0261671 TCGA-CQ-6219 50 1 479 NA head and neck stage iva t3 n2a NA 19-3-2015 female 2007 NA NA head and neck squamous cell carcinoma yes 35 1974 1 white not hispanic or latino 151.54.0 NA 1 1 1 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 4 0 4 0 0 0 0 4 0 0 0 0 0 0 4 0 0 2.046623e-06 8.325245e-07 10.8110540 NA 10.3637870 5.1265145 8.9149065 10.6104152 8.6588163 16.7079412 6.7522602 7.4202441 5.1419436 8.3979257 NA 9.6378828 9.9349754 5.7472263 10.0125698 10.2171659 NA -1.4127310 10.2437788 7.7821110 11.0256260 1.9092739 10.6741536 10.6283285 10.3476580 -1.4127310 0.1723595 3.7166398 NA 13.1242082 7.4107210 11.0864524 8.3388981 6.9316500 10.7553992 2.9092739 -1.4127310 1.9092739 12.9040597 8.3186730 -0.4127310 9.6588163 4.5237564 11.2901760 6.7114756 7.5210445 0.9092739 NA NA 2.5873650 0.9092739 16.8574895 17.1233580 12.1035464 10.8985346 11.8818311 0.1723595 NA 2.8352773 13.2399189 1.7572793 9.4406634 11.2455654 2.5873650 17.9202056 12.0015106 NA 6.1572095 0.9092739 11.7025602 5.5985826 10.8558960 6.2020631 3.8727598 11.2758228 9.8376524 11.5581788 11.4232070 11.4946202 NA 8.4684681 11.3509813 NA -0.4127310 8.9283167 10.0691534 4.6097195 2.3947062 0.1723595 5.6426352 -1.4127310 11.1438600 NA 12.9446310 9.9254607 11.2198948 5.0467835 3.9950503 13.1421826 7.0991069 9.6228403 6.7166370 10.5100238 10.5317000 3.1723115 12.1120181 8.4499913 11.9016540 8.1030538 11.4793275 -1.4127310 10.5284016 0.5873650 5.5873530 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.236610 NA 10.372447 7.721780 10.898535 11.111158 10.706295 11.200913 9.048833 9.912097 11.396720 10.415094 9.092173 10.909282 10.337642 10.040110 5.309002 11.558179 9.503980 11.423207 11.207574 10.518461 10.626958 13.357414 13.438273 9.213976 NA 3.796805 9.634478 9.155310 10.5834743 11.6934261 10.7616555 -0.4127310 11.2637518 11.3048162 14.7092506 10.1557851 7.0508782 8.5077066 8.2668338 11.5315170 9.6143891 8.7870262 10.7594689 9.4146967 10.0125698 10.6544521 8.5239920 6.9839592 12.9040597 2.2877973 10.5735516 10.8985346 5.0792074 6.7771790 0.9092739 9.7185678 -0.4127310 9.2491319 10.5480800 11.4232070 11.4946202 10.8874205 11.3509813 11.4655965 1.3947336 4.9449053 7.7845707 10.0277041 6.9092823 3.4942492 11.1438600 11.0557234 11.2198948 12.5654387 11.0706659 10.8245639 9.4083306 9.6228403 6.9002365 9.9898331 10.1502832 4.9623917 NA 4.1419395 9.6758307 9.3067428 9.5342603 7.6097217 10.3300844 5.3817713 TCGA-CQ-6220 69 1 985 NA head and neck stage iii t3 n0 NA 19-3-2015 male 2007 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 151.54.0 1 3 3 1 3 1 3 1 4 1 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.295409e-06 1.144721e-06 7.8278546 NA 9.3200866 0.1033969 9.3560060 11.2023596 9.2594236 16.1266618 6.9859842 7.5790738 4.6269005 8.0517076 -0.8967374 9.8046472 8.7032533 3.0102248 10.8270016 12.4610301 NA NA 6.7686766 6.5042199 11.4951213 2.5627675 11.1744678 10.5348382 10.6116306 NA 0.1033969 0.1033969 NA 13.8199458 4.1033382 11.4996778 8.0222041 4.4956568 12.6888901 0.1033969 NA 2.2732772 13.4917616 8.6091521 0.6883147 11.8983656 9.5219945 11.8889974 4.1908045 5.8715258 NA NA NA 2.6882923 NA 15.8893288 16.2850066 12.1112439 11.0806206 12.3745118 -0.8967374 NA 2.8037850 13.5424573 0.1033969 8.4297699 10.5137920 NA 19.2270902 9.9417567 NA 5.2530892 -0.8967374 12.2221195 7.9425444 10.5821103 6.3225087 2.9106943 11.5678864 9.9139123 12.1005166 9.0399787 12.1168378 NA 8.2222815 11.4011167 NA -0.8967374 9.3887428 8.6347221 3.4252713 0.1033969 NA 4.5296023 NA 10.5306535 2.4252713 12.9672365 9.9303895 10.9519636 2.5627675 2.2652268 13.0753332 3.1908045 9.6101442 8.9936050 10.8295716 10.7023236 0.1033969 10.1005202 7.2980974 11.4404050 8.0251817 12.0060926 NA 12.2230923 0.1033969 1.9106943 0.00000000 0.00000000 0.78157000 0.00055459 0.14355000 0.14355000 0.23659000 -0.26877000 -0.02365200 0.00889200 0.00889200 0.09391100 0.09391100 0.09391100 0.09391100 -0.00282700 -0.00282700 0.14623000 0.14860000 0.15084000 0.15084000 -0.09746700 0.29008000 -0.12369000 -0.12369000 -0.33745000 0.59764000 1.70330000 0.27745000 -0.02956100 -0.00954260 -0.34224000 0.00000000 0.00000000 0.00000000 -0.32797000 -0.32797000 -0.32797000 -0.32797000 -0.30909000 -0.30909000 -0.30909000 -0.30087000 0.00055459 0.00055459 0.00055459 0.14355000 -0.26877000 -0.26877000 -0.08107300 0.09391100 0.09391100 -0.00857660 -0.00857660 -0.00857660 0.00430210 -0.16815000 0.12963000 -0.32112000 -0.32112000 0.28313000 0.30250000 -0.09723200 0.17966000 0.17966000 -0.33918000 0.29008000 -0.12369000 -0.12369000 -0.33745000 -0.33745000 -0.32135000 -0.38078000 -0.38078000 0.26828000 0.000 0.000 0.000 0.000 0.146 0.146 -0.321 0.302 0.000 0.180 0.180 -0.339 -0.049 -0.124 -0.124 -0.337 -0.337 0.000 -0.277 0.588 0.272 -0.321 0.111 0.000 0.000 -0.328 0.603 -0.309 -0.309 0.000 0.000 0.144 0.144 0.237 -0.032 0.000 0.000 0.000 0.000 -0.112 0.268 0.000 0.000 0.000 0.000 0.146 0.146 -0.321 0.302 0.000 0.180 0.180 -0.339 -0.049 -0.124 -0.124 -0.337 -0.337 0.000 -0.277 0.588 0.272 -0.321 0.111 0.000 0.000 -0.328 0.603 -0.309 -0.309 0.000 0.000 0.144 0.144 0.237 -0.032 0.000 0.000 0.000 0.000 -0.112 0.268 10.5169685 NA 9.3249278 6.9235200 10.6332592 11.8989623 12.0075989 12.3695416 7.7792978 10.1415738 12.3913415 10.6784071 8.1960980 11.0244377 12.5708188 10.5358826 3.8087660 12.1005166 9.3666099 9.0399787 10.4680225 10.0813360 10.9974005 12.4055254 12.8085410 8.7704521 -0.8967374 3.6269063 9.6051778 9.7299623 11.2396910 11.7950842 10.5586679 0.6883147 11.3557104 10.7453923 13.9399320 9.7642279 5.4431922 8.7399652 8.2807601 10.7854574 9.0362640 7.9074718 10.4364960 8.3465146 10.8270016 11.2641575 8.4586916 6.8648918 13.4917616 1.1033298 10.6492704 11.0806206 4.3127958 6.1586238 NA 10.4398472 -0.8967374 8.7845789 7.7722255 9.0399787 12.1168378 11.5699270 11.4011167 11.3800467 1.9106943 NA 7.5254057 8.8175862 4.8847005 0.1033969 10.5306535 11.9104943 10.9519636 12.0707470 10.8607307 10.6141049 8.7471967 9.6101442 6.2428921 10.0451218 9.6967318 3.1033466 -0.8967374 2.2732772 8.5335423 9.8985686 10.1319375 7.2530873 9.7115954 4.2732622 TCGA-CQ-6221 79 0 NA 1000 head and neck NA t2 nx NA 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes 25 1943 NA white not hispanic or latino 188.56.0 2 4 4 2 2 3 2 2 5 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15.34725417 16.54149012 11.93488252 8.71750644 12.72214472 -1.02063311 NA 4.62326991 15.11942515 7.02380868 8.63583926 11.10998477 NA 8.66065271 10.44344939 -0.02063311 5.31926386 5.63762474 11.93669771 3.22734061 10.15496376 5.82490529 7.56812866 10.68979020 11.93433755 11.57129886 10.57793208 13.23377857 3.14934067 8.42649750 11.29144632 -0.02063311 NA 9.62687276 10.08270206 3.97941262 3.67985163 NA 2.67985163 NA 10.65493027 -0.02063311 12.84272939 8.75739268 10.86929841 5.60877081 1.53032049 13.22511549 4.73430317 11.40219913 8.74925200 10.21172127 11.84842964 2.67985163 11.75378949 8.68331784 12.02687902 7.76404885 10.94086392 -1.02063311 -0.02063311 0.56432939 5.54926871 0.00388540 0.00388540 1.00070000 0.57844000 0.01000600 0.01000600 0.00000000 0.00000000 0.01265500 0.01265500 0.01265500 -0.61489000 -0.61489000 -0.23692000 0.23009000 0.61226000 3.65690000 0.55833000 0.00263570 -0.01367700 -0.01367700 -0.00466600 -0.23447000 -0.00373950 -0.00373950 -0.04020900 -0.17062000 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10.78797624 6.26481601 TCGA-CQ-6222 63 0 NA 2016 head and neck stage iva t2 n2b NA 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma no 10 1968 02 white not hispanic or latino 151.54.0 NA 1 1 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 7 0 0 7 0 0 1.907869e-06 5.897048e-07 9.7956838 NA 10.0576657 3.4831967 8.7228458 10.0377844 8.2905507 16.5642013 7.1690872 7.5065282 1.2815499 8.4434492 5.1884524 8.8992128 9.2051862 7.4149609 3.4831967 12.1457478 -1.0403782 NA 5.4831967 4.6600729 10.7487596 NA 10.4103293 10.1642048 10.9476081 0.5445843 NA 2.4190534 -1.0403782 12.6142696 5.8299992 10.9522179 9.8269123 8.6977259 12.2195239 5.0040294 NA -0.0403782 9.5218760 8.8392167 -0.0403782 12.9222585 8.9711685 11.9753970 6.9820010 7.2725169 2.7669979 -1.0403782 -0.0403782 0.9596218 -0.0403782 15.8044860 16.3283664 12.0728874 10.7232609 12.7374026 NA NA 3.8665223 12.1869487 1.2815499 8.6548619 11.4939364 1.5445843 19.0530240 12.4644526 NA 5.5889904 2.1295468 11.6539915 5.4514881 10.5389495 5.9708606 5.6738786 11.1150843 10.2605581 12.0554937 10.6025878 11.8933242 NA 8.2404045 11.0040276 NA -0.0403782 8.7278180 11.4363798 8.0681581 6.0785757 -1.0403782 6.7540497 NA 11.1049289 -1.0403782 13.0609527 9.8165493 10.6209663 5.2634138 3.9859922 13.3736581 4.9138277 9.8725228 11.1407858 9.9997520 10.9214450 0.5445843 9.9909902 8.2519553 11.3207549 8.2240760 12.0045399 -0.0403782 12.0895605 2.7669979 5.8422774 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.987885 NA 9.675210 8.510380 10.386422 10.637789 11.963503 11.854262 9.065542 10.324315 11.389563 10.526163 9.499762 10.359979 11.662239 10.855966 4.743353 12.055494 9.351951 10.602588 10.525212 10.026395 10.969637 13.067229 12.430165 8.790941 -1.040378 3.483197 9.380646 8.980613 11.0006082 11.7661832 12.5806552 1.2815499 11.2096358 10.3094676 14.6578754 9.6285186 8.4987922 8.3626457 8.4333392 11.6719456 8.2190000 8.3963449 10.3182792 8.5237830 3.4831967 11.0520604 8.3346728 9.5944446 9.5218760 4.0889133 10.1295585 10.7232609 6.2634138 7.0733757 5.5743438 9.1131856 1.9596218 9.0351128 7.9426271 10.6025878 11.8933242 10.3133318 11.0040276 11.1809186 5.2815610 5.8051248 10.2523406 14.4304195 7.3039296 5.0040294 11.1049289 11.5960316 10.6209663 12.1966941 11.1438890 10.8207204 9.1593060 9.8725228 6.3942620 10.6960355 9.7178568 1.9596218 0.5445843 9.2134809 10.0808045 9.6531206 9.6285186 5.8784973 9.8702762 4.5743438 TCGA-CQ-6223 69 0 NA 1057 head and neck stage ii t2 n0 NA 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes 22 1958 0 white not hispanic or latino 151.54.0 1 3 NA NA 3 3 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 2.085968e-06 6.953228e-07 7.1646566 NA 10.3183807 -0.4719288 9.6015043 9.9437740 8.6688619 16.3838558 8.2180304 7.4379251 5.0826217 7.5420529 NA 9.5455366 9.3553749 4.0198887 9.0168765 11.1639770 -0.4719288 NA 7.6469734 3.9203505 11.4414826 NA 10.8414822 10.6071836 11.0050315 -1.4719288 -1.4719288 1.6979517 NA 12.3844577 2.3353975 11.6702989 7.0671912 4.7948213 13.9012372 0.8499993 NA 2.1130003 12.1476791 9.2887521 -1.4719288 12.7416681 9.8489568 12.8204976 7.2180304 8.0057907 0.5280712 NA NA 1.1129670 0.5280712 15.3955880 15.7754429 12.4284274 11.0353313 13.0018014 1.6979517 NA 2.4349351 12.4084767 1.6979517 9.5483177 10.9400728 0.8149195 19.2959847 10.4060832 2.3353975 6.3159339 0.1130337 12.0043987 8.1862435 10.3301446 6.9500974 2.3353975 11.3063147 10.3621082 12.4826375 10.6135047 12.7110472 NA 8.3937654 11.4966990 NA -1.4719288 10.2745466 8.9976740 2.4349351 -1.4719288 NA 3.2284647 NA 10.6992090 -0.4719288 13.1931460 9.7712717 11.8356600 2.5280211 2.8542750 12.7784787 1.6979517 9.1817729 11.7949651 10.9836882 10.6011696 0.1130337 8.9956377 7.3513995 12.0594137 8.0768541 11.4912896 NA 12.2266284 0.1130337 2.2284801 0.0027086 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7.6901216 9.3758727 7.8789711 1.9874664 10.6992090 11.3607245 11.8356600 11.6916819 10.5399583 10.7789228 7.9117365 9.1817729 6.0437316 10.2340965 9.9063271 4.0826174 NA 7.1279448 8.7282933 9.7203250 9.9548211 6.8678816 10.0218876 4.3353904 TCGA-CQ-6224 52 0 NA 1721 head and neck stage iva t2 n2b NA 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma no 35 1973 3 white not hispanic or latino 151.54.0 1 3 4 2 1 1 3 1 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 2.046623e-06 9.019015e-07 11.54475139 NA 10.11234398 5.58746701 9.57797729 10.98601607 8.55429990 16.13130295 7.14527189 7.59250263 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13.9827836 3.5568831 10.2533491 10.7974653 6.0496482 6.7982826 4.7129974 8.9063651 2.2349611 8.9033288 10.5539772 10.7187661 12.0044339 11.3462723 10.9244491 11.1893543 2.5150564 6.6075049 9.0386203 12.1174841 5.8199134 5.2349496 11.4370741 11.4957018 10.5262854 12.3020965 10.5798802 10.0583176 10.2485721 10.1534729 8.5697026 10.0390814 11.0346944 3.2855798 -0.5723938 1.5975073 8.9071130 9.6558128 9.8096789 6.9314207 10.0822314 5.9114112 TCGA-CQ-6225 65 1 403 NA head and neck stage iii t3 n0 NA 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 151.54.0 2 2 4 2 2 2 1 2 3 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 5 0 0 0 0 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 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9.526986 4.165920 6.960856 3.807468 10.639057 10.304243 7.201544 2.107018 3.045618 9.051494 NA 9.067028 7.641005 11.018917 10.456860 9.877965 10.896560 11.502025 1.107018 3.428960 7.422930 9.080484 5.487846 3.981497 9.983543 11.344834 10.705699 12.632058 10.477350 12.093461 6.905768 9.904234 7.437943 9.958775 10.053932 -1.477944 1.843984 7.793527 8.115567 9.022906 9.569188 8.176700 9.894929 4.914383 TCGA-CQ-6227 77 1 129 NA head and neck stage iva t3 n2c NA 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes 20 1959 8 white not hispanic or latino 151.54.0 1 1 4 2 1 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.000 -0.127 -0.127 0.000 0.000 0.000 0.166 -0.142 0.000 0.000 0.000 0.000 0.484 -0.287 0.000 0.000 0.000 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 -0.254 0.000 0.000 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 -0.297 0.220 -0.282 -0.282 -0.294 -0.294 0.000 0.000 -0.127 -0.127 0.000 0.000 0.000 0.166 -0.142 0.000 0.000 0.000 0.000 0.484 -0.287 0.000 0.000 0.000 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 -0.254 0.000 0.000 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 -0.297 0.220 -0.282 -0.282 -0.294 -0.294 11.53559023 -0.06295699 9.23972644 6.13346900 12.13837955 11.60550980 10.54069880 11.47849172 10.18539531 10.52547471 10.09568210 11.08173068 7.38277704 10.60240835 10.79246000 10.16589109 6.32238788 11.85043182 9.68638322 9.70966198 10.67206418 10.60831859 9.76467972 12.37300220 12.79005700 7.72279729 0.67400861 1.35213703 8.56399816 9.21164474 10.7652089 12.4842883 10.2953573 3.1594677 11.0800304 10.8169109 14.7361680 8.9941616 7.3521097 9.1053266 8.8648504 11.7407999 8.4428838 8.7422788 10.4309278 9.4716996 9.7903819 10.7438905 7.8756720 7.4684538 13.6769585 2.6000318 10.8968329 9.7929791 6.7657376 5.8912685 2.5220306 10.4839669 -0.6479195 9.3222157 9.8464656 9.7096620 11.7615008 11.2636892 10.1706921 11.3021189 4.0800266 3.5615583 9.5418666 12.3869089 6.0525507 6.5857302 11.0431991 11.4468474 11.3168118 12.2032733 10.7165182 10.2457906 9.9805555 9.8699466 7.5145010 10.4016182 10.0779022 4.6375117 -1.6479195 2.2590012 8.3708805 9.8058949 10.2065888 6.8638629 10.3570326 5.6649919 TCGA-CQ-6228 71 1 456 NA head and neck stage iva t1 n2b NA 19-3-2015 female 2009 NA NA head and neck squamous cell carcinoma no 50 1959 14 white not hispanic or latino 151.54.0 1 2 2 2 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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14.36334078 10.53367323 11.51025236 -1.55215636 8.81528370 11.65473062 0.03280615 NA 9.15522808 9.40859490 6.49226340 5.06257939 3.40206725 8.44927702 -1.55215636 9.85990947 8.71699569 13.00963415 9.71433345 10.36710466 6.03283038 0.78701447 12.72762455 6.55639263 10.21044610 4.75165117 9.86367399 8.78883153 -0.55215636 8.28391946 7.54326619 11.83386607 8.18933584 10.58293680 -0.55215636 12.02198933 3.73326756 4.89081145 -0.0105080 0.6240600 0.6053900 -0.0204120 0.0000000 0.0000000 0.0209030 0.0209030 -0.7750100 -0.7298500 1.4084000 -0.7686800 -0.7686800 -0.7686800 -0.4577900 0.0031910 3.6569000 0.0800240 0.0036076 -0.7303800 1.0099000 3.6569000 3.6569000 0.0782940 0.0698120 0.0115390 0.0319990 0.0319990 -0.0998680 -0.7844600 0.0195670 0.0455660 -0.0105080 0.6240600 0.6240600 -0.7277700 -0.7098800 -0.7098800 -0.7098800 -0.1366500 -0.1366500 -0.1366500 -0.1598800 -0.0204120 -0.0204120 -0.0204120 0.0000000 0.0209030 -0.7946100 -0.7737100 -0.7686800 -0.7686800 -0.1879800 -0.1454100 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13.2386246 13.0291283 -1.5521564 4.1202939 8.7709235 10.0186734 11.6466209 11.8288710 10.1069729 2.1483159 11.2025476 11.5087337 14.3792521 9.1025049 8.4604936 10.0067679 9.0014983 12.4769835 9.4639250 9.2791762 10.2648525 10.2652523 9.1834250 10.3711964 7.8970177 6.9947630 12.9928937 2.2552288 10.9052498 10.4573476 7.2127405 6.2744182 4.1483078 9.4604934 1.6178157 9.8125507 9.1595358 10.5336732 11.5102524 11.2236849 11.6547306 11.8181476 0.7697717 -1.5521564 10.4983128 9.1706765 7.4618895 6.7562080 9.8599095 11.2927708 10.3671047 12.4777600 9.9821718 10.4287225 8.0772254 10.2104461 9.6548832 10.1774897 11.8007399 3.4020672 0.4478436 7.3151478 9.1242669 10.3626277 9.9246151 8.5719904 10.2752116 7.0177249 TCGA-CQ-6229 61 0 NA 1179 head and neck stage ii t2 n0 NA 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 151.54.0 3 1 4 3 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.63700736 8.48942733 10.86152244 0.05199847 18.34394082 10.50871882 NA 6.27441450 -1.53282488 12.17958672 6.38592278 10.28644052 5.08176995 3.22195439 11.90064514 9.80579610 12.25332833 10.66581164 11.91259194 -1.53282488 8.11271837 10.70097889 NA -1.53282488 9.44791326 8.91000316 5.85937824 2.71499278 -1.53282488 3.37395439 NA 10.72297347 NA 12.86239302 9.49977355 11.17678975 4.73384781 2.15412950 13.29186932 4.78898842 9.53100748 10.81689381 10.70093097 10.97014005 1.92649289 8.25496245 9.57754307 11.18773150 7.68137898 11.86887255 -0.53303362 11.21357402 0.05199847 4.78898842 0.0049969 0.0049969 0.3659200 0.0000000 0.0702430 0.0702430 2.2038000 0.0069435 0.1837400 0.1837400 0.1837400 0.1408700 0.1408700 0.1408700 0.1408700 -0.0191400 0.1952700 0.0188030 0.0188030 -0.0143660 -0.0143660 -0.1421900 -0.0178030 0.0404680 0.0404680 -0.0287650 0.2364300 0.2364300 0.1694100 -0.0027707 -0.0027707 -0.0027707 0.0049969 0.0049969 -0.0018014 -0.1928700 -0.1944800 -0.1944800 -0.1944800 -0.0038779 -0.0038779 -0.0038779 -0.0038779 -0.1690800 -0.1690800 -0.1690800 0.0702430 0.0069435 -0.0030933 -0.2330000 0.1408700 0.1408700 0.0615080 0.0615080 0.0615080 -0.0191400 -0.1829500 0.0188030 -0.0143660 -0.0143660 0.2032000 0.2032000 -0.1421900 -0.0279450 -0.0279450 0.3422600 -0.0178030 -0.2255200 -0.2255200 -0.0287650 -0.0287650 -0.1090600 -0.2191100 -0.2191100 0.1694100 0.000 0.000 0.000 -0.164 0.000 0.000 0.000 0.203 -0.142 0.000 0.000 0.342 0.000 0.000 -0.226 0.000 0.000 0.000 0.000 0.236 0.236 -0.109 0.149 0.000 0.000 -0.005 0.188 0.000 0.000 0.000 -0.169 0.000 0.000 0.000 0.000 -0.049 0.184 0.141 0.141 -0.050 0.169 0.000 0.000 0.000 -0.164 0.000 0.000 0.000 0.203 -0.142 0.000 0.000 0.342 0.000 0.000 -0.226 0.000 0.000 0.000 0.000 0.236 0.236 -0.109 0.149 0.000 0.000 -0.005 0.188 0.000 0.000 0.000 -0.169 0.000 0.000 0.000 0.000 -0.049 0.184 0.141 0.141 -0.050 0.169 10.5165680 NA 9.5649865 7.2967823 11.4414743 13.7357797 11.0562426 11.6412052 8.2999498 9.9783182 11.4117718 10.6231428 8.6777309 10.6531740 12.0126275 10.5274179 4.8053079 12.2533283 9.8491433 10.6658116 10.5141836 9.8469795 10.6910613 12.7047962 12.7292280 9.7273913 -0.5330336 3.3250410 9.7872961 10.7250368 10.66458355 11.55435679 12.37160027 1.05199847 11.01033326 10.72650880 14.28191676 10.26106932 6.77084094 8.90168782 8.46987458 12.10470348 8.70573916 8.49772692 10.86232608 8.88596659 11.81551127 11.18387918 8.47548823 6.76626784 13.17635896 1.78897798 10.85722867 10.84074056 5.56509141 5.99844150 2.05203326 10.48734525 0.05199847 9.23607113 9.08452726 10.66581164 11.91259194 11.48821322 10.70097889 11.16359263 1.63700736 3.59633886 6.77084094 11.05084768 5.89332338 4.02164851 10.72297347 11.87260009 11.17678975 12.08624801 10.60565146 10.00767206 8.84209919 9.53100748 7.51418382 9.85292208 9.53314885 2.55451518 -0.53303362 3.37395439 8.50260111 9.77084044 10.21860380 6.99844150 10.55053902 5.00621722 TCGA-CQ-7063 59 0 NA 2133 head and neck stage i t1 nx m0 19-3-2015 female 2008 NA yes head and neck squamous cell carcinoma yes 1.25 1963 NA white not hispanic or latino 241.45.0 3 6 NA NA 3 3 2 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.170672e-06 1.029078e-06 10.7063088 NA 10.5867767 NA 9.0201996 10.3648377 8.6800222 16.3745142 6.6323089 7.9218148 5.5720074 7.2859182 NA 8.9423761 9.9982725 6.4042798 8.3893814 12.6476499 NA NA 4.5363824 6.8291658 11.0798024 5.5182361 10.2812177 10.2946071 10.2972701 NA -0.7856265 2.6738956 NA 13.7169768 7.5763997 11.5304543 7.9114231 3.8583093 12.0121172 -0.7856265 NA NA 13.4379296 9.1198427 -0.7856265 11.4378542 9.4069951 11.9244011 6.2256837 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11.324374 NA 10.651958 9.589558 11.066795 11.625270 8.352564 11.573360 7.108168 10.421251 10.156725 10.924565 10.986800 10.395830 9.971370 11.165015 3.829667 11.967445 10.811860 13.085784 11.042083 10.153310 11.355539 13.064060 13.124609 10.196668 -1.567896 3.680144 9.604639 10.025602 10.5876619 11.6882724 11.5693624 -0.5676819 11.3925752 11.1870987 14.9865589 9.0652063 7.2523901 9.2674721 8.2808343 12.5825932 9.3360629 8.0832628 10.6733006 9.3465964 3.1326591 10.4378358 9.5063526 7.3056550 13.1891844 1.2395813 10.2674721 10.9846402 5.5407372 6.8584759 NA 10.9046482 -0.5676819 9.1533103 9.5901897 13.0857841 11.3385381 10.8774848 10.8086080 11.1893929 NA -1.5678958 8.1837555 8.8844523 5.4094928 7.7382727 11.7730349 10.8980327 11.1960460 11.9501266 10.4642570 10.5765508 9.3079606 10.1200242 6.3864075 10.5892422 10.3121773 5.4322111 -1.5678958 -0.5676819 10.6673129 9.7930583 9.7439595 6.4656350 10.1143280 4.0171736 TCGA-CQ-7069 77 0 NA 1274 head and neck stage ii t2 n0 m0 19-3-2015 female 2010 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 241.45.0 3 3 NA NA 3 3 1 2 4 3 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 4 0 0 0 0 0 0 0 0 0 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 2.225033e-06 5.562582e-07 8.6781758 NA 10.2669501 2.5489051 9.1975502 10.6209511 8.9788809 15.9983569 8.0336042 8.2431540 4.8383972 7.0010197 NA 9.2600819 8.7496553 4.0228205 9.0741963 11.2892359 NA 0.9639180 9.6077867 11.0650307 11.3393319 4.7008947 10.4802871 9.8312092 10.5545175 NA -0.6210445 4.3331661 NA 14.0319809 5.9488227 11.5287151 8.6712895 6.1068885 13.1288374 NA NA 3.2858608 14.6291553 9.4664307 -0.6210445 11.9559246 6.0297334 12.0815735 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3.0207511 8.7310729 10.0596776 10.8147101 11.5126116 11.6871094 1.2133784 11.0187445 10.8747364 14.7567349 9.3166915 7.1500417 8.3088004 7.9447226 11.8796276 9.1906549 8.5576996 10.5137562 8.6142832 0.7983409 11.0191475 9.1617708 8.5103199 13.1507775 1.2133784 10.4343865 10.6941938 5.4988061 7.1262925 2.0207689 11.1408112 -0.7866216 9.9129761 9.6132156 11.4906911 12.0860785 11.5526970 10.8299525 11.0926039 3.8572644 NA 7.7940766 9.5938647 7.4228570 3.5353314 11.2815101 11.7545003 11.6893903 12.5907498 10.7837338 10.5521400 8.9716269 10.1079182 7.8751817 10.0455025 10.5183253 0.2133784 0.2133784 3.9138468 9.1211356 10.2302119 10.1942572 6.9413247 10.2176241 4.7679937 TCGA-CQ-7072 51 0 NA 1950 head and neck stage ii t2 n0 m0 19-3-2015 male 2007 NA yes head and neck squamous cell carcinoma yes 40 1968 0 white not hispanic or latino 311.35.0 1 2 NA NA 1 1 1 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 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 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8.0688777 10.9741092 9.0001043 10.1921786 5.1911046 12.7833052 10.3141845 10.8676791 10.2260330 10.9837062 10.8504184 13.5561179 12.5322612 12.3851983 -0.1110717 5.4588249 9.9354107 9.7218586 11.3753010 13.0929284 10.7051523 2.0589052 11.4781517 10.2828953 13.6387313 9.0221109 7.7988619 9.8783632 9.2866432 13.3521099 8.2357041 8.5418137 10.9681201 9.5119356 3.8889672 11.2536506 8.9751048 6.1927485 12.3724066 3.1368968 11.1835894 9.6405127 5.6963249 6.2198848 6.0688771 10.0221109 0.4739427 9.0463156 12.8155427 10.8676791 11.6668404 10.0399853 10.5644848 11.3763063 3.7958604 1.6963055 8.8358748 10.5219639 6.2726727 5.5894070 10.9929121 11.3319122 11.0256394 12.2304875 10.2710522 10.2443198 9.6546691 10.6274621 8.4851583 10.0763207 11.1613069 -0.1110717 NA 1.4739427 9.1707248 9.6262161 10.0431539 6.9550582 10.0437869 5.0588922 TCGA-CQ-A4C6 63 0 NA 1353 head and neck stage ii t2 n0 m0 19-3-2015 male 2010 NA yes head and neck squamous cell carcinoma yes 3 1980 0 asian not hispanic or latino 265.34.0 4 1 NA NA 1 1 2 1 2 3 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 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 4 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2.642226e-06 6.675098e-07 9.55006510 NA 10.35104246 -1.08191913 8.92219934 10.55369687 9.62964568 16.48056402 6.38558462 7.83086819 4.27552859 7.40581882 NA 9.50669337 9.95483913 3.72533763 8.61841854 11.26338400 NA NA 8.07026373 9.17889835 10.90985484 3.37741531 10.48069812 10.39876891 10.32895996 NA NA 1.50294157 NA 14.41916282 4.67286657 11.09819872 7.19874951 6.20338129 12.04242317 1.91796634 NA 1.72534853 13.73070757 9.27112566 -1.08191913 10.54961055 6.52715794 11.84871608 6.26670597 7.54733569 -1.08191913 NA NA 1.23988680 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0.509 0.509 0.000 0.000 11.7355620 NA 10.4469504 8.5956983 11.4486289 11.0313889 10.7887288 10.9941263 8.4629431 10.6040415 10.9742778 11.4711280 10.0414535 10.2897554 12.1749245 9.8211075 4.0239916 11.8095574 8.9431184 11.0981987 10.9063084 9.7603291 11.5229952 12.6384336 13.4544081 8.5345274 0.5029416 1.5029416 10.2908438 8.7883435 11.32232202 12.52403688 11.05529010 -1.08191913 11.02224983 10.78949900 14.26219903 10.72291637 5.99479466 8.80672199 8.42379034 11.62598485 8.85585269 7.73496224 11.40053462 10.23539140 8.61841854 11.26088679 8.52900334 7.49162625 13.73070757 0.91800452 11.40229817 11.59701893 5.18476429 7.31885820 1.50294157 9.85755792 NA 8.97461650 9.60622901 11.09819872 11.69585044 11.59106693 11.05944728 11.98541308 -0.08207184 1.23988680 6.94500013 10.91091708 5.65944510 4.77596182 10.71887865 11.16531291 10.87725622 11.95895332 10.61407687 10.12193843 9.56273641 9.59055430 7.24889531 9.97597046 9.37945808 4.16590390 NA -0.08207184 9.13771587 9.63308277 9.99412627 6.60447910 10.24496993 4.75086908 TCGA-CQ-A4C7 88 1 353 NA head and neck stage iii t3 n1 m0 19-3-2015 male 2010 NA yes head and neck squamous cell carcinoma yes 25 1960 1 white not hispanic or latino 265.34.0 4 7 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.699737e-06 6.243934e-07 12.04418716 NA 10.37545187 3.02672925 8.61345320 11.18955928 9.14138476 15.98576674 5.43111478 8.63796556 6.11916939 7.77215091 -1.06069819 9.39971670 8.93926096 3.18718181 11.47720719 11.02572884 NA NA 9.92652491 11.24759984 10.80885472 3.84615228 10.98057775 10.15540038 10.37701288 -1.06069819 NA 4.52422043 NA 13.59137757 6.97268346 10.58356779 7.86999845 6.92225495 10.53591648 4.26119229 NA 2.93926420 13.25667345 8.56861740 0.52426431 9.80189812 5.24304066 11.45717626 5.16808038 5.62576144 0.93922658 NA -0.06069819 1.52421416 -1.06069819 15.59652318 15.71684905 12.08710172 11.20604738 12.31769118 -0.06069819 NA 2.84615228 13.65939819 2.93926420 8.24760002 10.66760655 -1.06069819 18.16800909 9.60281891 NA 5.93926185 NA 10.72062058 5.74661643 10.77452180 5.04778702 6.56131239 11.07945152 9.41195178 11.19270651 10.96889319 11.77215087 NA 7.95048824 10.86258831 NA -0.06069819 9.38116763 10.65950513 5.33157983 2.52421416 1.52421416 3.89345929 NA 11.13124536 NA 12.60515189 9.98989854 10.57950574 3.69414473 1.69202540 12.99114950 5.27911095 10.10912323 7.70413259 10.14513354 11.92847792 2.84615228 8.62751127 9.68157032 11.01072320 7.46282288 12.80122008 -1.06069819 9.40278527 -0.06069819 5.90504517 0.0000000 0.0000000 0.3616600 -0.0131270 0.1324300 -0.2431400 0.1237200 0.1237200 -0.0772120 0.5238000 0.5238000 0.3934600 0.3864400 0.3864400 0.3864400 0.2706400 0.2706400 0.0291110 0.0087528 -0.0606140 0.2432600 -0.3171600 -0.1248800 -0.1396200 -0.1396200 -0.1284900 0.3721600 0.3721600 0.1351000 0.0428740 0.0428740 -0.2509400 0.0000000 0.0000000 -0.0086233 -0.3262300 -0.3262300 -0.3262300 -0.3262300 0.1130100 -0.0750490 -0.1533600 -0.1326400 -0.0131270 -0.0136140 -0.0136140 0.2192900 0.1237200 -0.4051700 -0.1002600 0.3864400 0.3864400 -0.4444800 -0.4444800 0.2703300 0.2706400 -0.1430700 0.0087528 -0.1901300 -0.0606140 0.0538060 0.0543760 -0.3171600 -0.1340600 -0.1340600 -0.1248800 0.0529520 -0.1396200 -0.1396200 -0.1284900 -0.1154300 -0.4057300 -0.2068500 -0.2068500 0.1029000 -0.444 0.270 0.271 0.153 0.000 0.000 0.000 0.000 -0.317 -0.134 -0.134 -0.125 -0.125 -0.140 -0.140 -0.128 -0.128 0.000 -0.226 0.372 0.372 -0.395 -0.399 0.000 0.000 -0.326 0.000 0.000 0.000 0.000 0.000 0.131 -0.112 0.124 0.124 0.000 0.524 0.386 0.386 -0.104 0.103 -0.444 0.270 0.271 0.153 0.000 0.000 0.000 0.000 -0.317 -0.134 -0.134 -0.125 -0.125 -0.140 -0.140 -0.128 -0.128 0.000 -0.226 0.372 0.372 -0.395 -0.399 0.000 0.000 -0.326 0.000 0.000 0.000 0.000 0.000 0.131 -0.112 0.124 0.124 0.000 0.524 0.386 0.386 -0.104 0.103 11.7444001 NA 10.4871145 7.6010390 11.6048188 11.4880779 8.2246630 10.8495288 9.5289119 8.4068666 10.5465911 11.8898167 8.4803576 10.7062038 10.7181594 10.0405800 4.4978359 11.1927065 9.9925080 10.9688932 11.1025960 9.9699280 11.1514532 12.8219727 13.2517184 9.1728805 0.5242643 3.6396952 10.0620888 9.7784647 11.36473903 11.84351911 10.06596537 0.93922658 11.27157718 11.14993221 14.57780451 9.87663466 6.86407345 8.56314249 8.80499412 10.97337199 8.96661388 7.89054580 10.99284737 9.43211550 11.47720719 10.46086131 8.52984788 5.70744472 13.25667345 0.52426431 10.25554239 11.20604738 5.61168585 5.36552458 2.84615228 9.56314230 0.52426431 9.32188481 10.55764635 10.96889319 11.77215087 11.23445581 10.86258831 11.51975497 -0.06069819 1.26116972 8.49237157 11.38142680 4.66718252 4.22466545 11.13124536 11.46086126 10.57950574 11.91957897 10.34227283 10.12661298 9.25100917 10.10912323 7.31863951 10.48132538 10.47457019 NA NA 5.06854184 9.47406952 9.70496133 9.73042377 5.82190406 9.36552567 4.63970102 TCGA-CQ-A4C9 56 0 NA 707 head and neck stage iii t2 n1 m0 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 6 1971 1 NA NA 265.34.0 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.252846e-06 8.065744e-07 8.76058756 NA 10.81097780 3.68334837 9.55912448 10.03171857 8.26107520 15.17693978 7.53534304 7.54331414 4.84684429 8.56891869 1.03948937 9.42858190 8.45311627 3.49891461 2.36140343 12.43542402 1.03948937 1.03948937 9.52531760 7.00527310 11.15420667 -0.96044044 10.72773858 10.65189607 10.58252006 -0.96044044 1.84683427 2.73993449 4.71191334 12.60946254 5.53134091 11.02746282 9.57086969 7.01676818 11.38627903 2.20942217 1.84683427 2.73993449 11.53983225 8.01103209 -0.96044044 12.20329517 4.81295509 12.43274467 5.90985229 5.85966647 2.73993449 NA 0.03941918 2.49891461 1.03948937 14.37162801 14.51846010 12.31575813 10.49378761 12.36577733 NA -0.96044044 3.68334837 12.62339374 2.36140343 9.04089654 11.58276184 0.03941918 17.31840957 9.71279729 -0.96044044 6.66154012 1.62442848 11.47046345 3.36141747 10.50709383 5.43180679 3.36141747 10.79604464 9.76058740 13.55574233 11.04370874 11.21939737 NA 8.93127204 10.91945435 NA NA 8.49686935 9.55124087 2.84683427 4.43180345 NA 5.32488979 NA 10.22684036 7.01676818 13.05760151 8.81434117 11.30305094 3.36141747 2.95309758 12.76985228 3.68334837 10.26529823 10.39538997 10.54422783 9.29451691 0.03941918 10.37208431 8.08661236 11.05385755 8.66336988 11.14408704 NA 11.00779510 2.84683427 4.94637997 0.02679500 0.54824000 0.53432000 -0.00802440 -0.17373000 -0.17373000 0.64414000 0.64414000 0.64213000 0.64213000 0.64213000 -0.01340200 -0.01340200 0.06909500 0.06909500 0.55390000 -0.00097017 -0.03381400 0.03101400 -0.00609040 0.64469000 0.17031000 0.24342000 0.77984000 -0.00235530 -0.19875000 0.15233000 0.15233000 0.08565400 -0.51527000 0.05096100 0.48423000 0.02679500 0.02679500 -0.03983000 -0.54229000 -0.51948000 -0.53792000 -0.53792000 -0.19787000 -0.19787000 -0.19787000 -0.19787000 -0.13953000 -0.13953000 -0.28857000 -0.17373000 0.64414000 0.64414000 0.64726000 -1.09560000 0.06909500 -0.00069303 -0.00069303 -0.01739100 -0.25273000 -0.05347600 0.00000000 -0.31634000 -0.00609040 -0.06370300 -0.06370300 0.17031000 0.07009900 0.07009900 -0.44512000 -0.52706000 -0.00235530 -0.03803400 -0.19875000 -0.19875000 -0.49308000 0.05545600 0.05545600 0.05545600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.170 0.000 0.000 -0.445 0.098 0.780 0.000 -0.199 -0.199 0.000 0.433 0.152 0.152 -0.493 0.000 0.000 0.000 -0.519 0.299 -0.198 -0.198 -0.140 -0.140 -0.174 -0.174 0.644 0.644 0.642 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.170 0.000 0.000 -0.445 0.098 0.780 0.000 -0.199 -0.199 0.000 0.433 0.152 0.152 -0.493 0.000 0.000 0.000 -0.519 0.299 -0.198 -0.198 -0.140 -0.140 -0.174 -0.174 0.644 0.644 0.642 0.642 0.000 0.000 0.000 0.000 10.6417232 NA 10.2833644 6.1892355 11.2519847 10.7403441 11.7758902 12.3985515 9.0110318 8.7605876 12.3375509 10.7180884 7.9129324 10.3329600 12.3276334 10.4865715 4.6190315 13.5557423 9.5718442 11.0437087 10.8888934 9.6887444 11.7654935 13.0280549 12.9326950 11.4777603 -0.9604404 2.2094222 9.7057122 10.5192686 10.70571229 12.27908683 11.28057766 2.49891461 10.93278980 10.70748683 14.73696442 8.49481559 7.13224574 7.75373355 9.30627477 11.25532458 9.75253971 7.62445114 10.00959421 9.76058740 2.36140343 10.01819879 10.50607467 8.66519697 11.53983225 1.03948937 10.14539686 10.49378761 7.11095095 6.69770016 2.03948937 9.16877139 -0.96044044 8.98785547 8.27070927 11.04370874 11.21939737 10.18414650 10.91945435 11.17038053 5.20941437 NA 9.63194532 9.31095126 7.73297531 3.12695634 10.22684036 10.67475290 11.30305094 11.80787941 10.11296045 10.72248285 8.38600213 10.26529823 7.53134169 10.48450311 10.03737344 0.03941918 NA 8.74684750 9.07460364 9.69322906 9.00671458 7.25865648 10.14670537 4.87238062 TCGA-CQ-A4CA NA 0 NA NA head and neck stage ii t2 n0 m0 19-3-2015 male NA NA yes head and neck squamous cell carcinoma yes 80 1963 0 NA NA 265.34.0 3 1 NA NA 1 1 3 1 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6151786 NA 10.0702822 2.7247812 8.3554568 10.1326234 8.7370198 17.0645060 6.4551694 7.9657843 7.0000541 8.2224467 1.2653169 9.5622607 9.2122507 4.4747994 3.6576629 12.7151381 NA 2.2653469 6.4941628 6.6999722 11.0871186 2.5872690 9.9623122 10.2730727 10.4383970 0.8503194 -0.7345631 2.4352819 -0.7345631 14.0744595 7.0597608 9.7471440 8.2049237 8.4226913 10.9924141 6.0467050 NA 2.5872690 12.9088626 8.7309109 1.8503194 9.7731392 4.2292803 11.3907581 7.4893462 7.0202322 2.2653469 1.5872690 2.2653469 0.2653169 1.2653169 17.4095593 17.8473113 12.1603517 11.2967012 12.2877124 0.8503194 -0.7345631 3.1722315 12.9847334 2.8502994 8.7947752 11.5129755 0.8503194 19.1166529 11.4526966 NA 6.3314329 2.0726889 11.7181006 6.3633761 11.1049420 7.4402704 3.4352685 11.4914556 10.7365117 12.1514088 9.8791340 10.3581017 4.6576629 8.1931227 10.7903759 2.5872690 4.4747994 8.5132720 10.5855811 8.6338511 4.5507468 NA 4.9377681 NA 10.6250941 4.9092019 13.3154483 8.9590581 10.1456934 5.4150927 4.1027841 13.3797376 4.4747994 9.5588162 8.8045034 10.7308548 11.1673427 0.2653169 9.0467044 8.1387889 11.5330091 8.1812238 11.9289027 NA 9.0548783 0.8503194 5.6747346 0.0031910 0.0037465 0.3028200 0.6235100 0.1619000 0.1619000 0.1984700 -0.1657400 -0.0415670 -0.0415670 -0.0415670 -0.0099565 -0.0041546 0.2019800 -0.1701800 -0.0063668 1.7711000 -0.0193410 0.6948400 -0.1455400 0.3010600 0.0027745 -0.0701350 -0.0957800 -0.0957800 -0.1501400 -0.0008316 -0.0008316 0.0377820 0.0141900 -0.1528500 0.1920200 0.0017551 0.0017551 0.0037465 -0.1358700 -0.1358700 -0.1358700 -0.1358700 -0.0492530 -0.0492530 -0.0492530 -0.0080244 0.0027683 0.0027683 0.0026050 0.1701600 -0.1657400 -0.1657400 -0.0415670 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10.2476252 13.0860670 11.9746438 7.0662442 1.2653169 NA 8.8615342 9.3738689 11.2554485 11.7332048 12.3275594 1.5872690 10.2144418 10.9006093 13.7726393 9.0068116 7.1295303 8.5414692 7.9413018 11.7142352 8.4490046 8.5691253 10.4983650 7.5645527 3.6576629 9.7288690 8.7592001 8.0368341 12.9088626 3.4352685 10.1131849 11.2967012 5.3528080 6.9377705 3.7247812 9.4340166 -0.7345631 8.4772329 8.8689710 9.8791340 10.3581017 10.2890989 10.7903759 10.8675795 4.5132697 3.8503094 7.9692484 12.8512460 6.2078597 5.2877124 10.6250941 10.8937901 10.1456934 12.3978443 10.7908654 10.2368882 9.4699157 9.5588162 7.6874093 10.9105526 9.4289943 5.3946273 2.0726889 NA 10.1528318 8.5180098 8.6874093 8.7041364 9.6403840 4.8800537 TCGA-CQ-A4CB 59 0 NA 893 head and neck stage iii t1 n1 m0 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 75 1986 1 NA NA 265.34.0 3 1 NA NA 2 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.95019120 NA 18.12613689 10.84952270 NA 6.42627650 3.75789799 11.80794138 5.35993576 10.78185072 5.21733155 5.17936375 11.28872272 10.77351261 11.59619516 10.80229251 11.71375586 -0.04945693 8.57442512 11.30010118 NA NA 9.15389145 9.63353801 4.50513509 5.47410502 NA 7.06428577 2.40998826 10.71375586 0.53555533 12.72533053 9.78048022 11.20202591 6.05906752 1.25507768 13.02961154 6.22666844 9.82590882 8.93638530 9.12667918 10.30919472 2.75789799 10.00650365 8.45436922 11.40304212 8.30369035 12.80453523 1.53550557 6.73844630 2.75789799 4.27247116 0.00471900 0.00430210 0.44088000 0.00374650 -0.00209990 -0.00209990 0.00013863 -0.00166290 -0.36714000 0.35528000 0.35528000 -0.36624000 -0.36624000 -0.36624000 -0.00041585 0.00000000 3.65690000 -0.00055444 -0.00055444 -0.00180140 -0.00180140 0.00388540 -0.01574100 0.01014600 -0.35350000 -0.04651900 0.13865000 0.05132200 -0.03439900 -0.01450300 0.00736090 0.00736090 -0.35293000 0.00430210 0.00430210 -0.31249000 -0.75400000 -0.36963000 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10.583539 10.189545 9.544868 9.898180 11.395041 8.115451 10.516122 9.893058 10.445399 4.133629 11.596195 9.687791 10.802293 10.509442 10.255465 10.423742 12.780295 13.007520 7.539258 NA 1.272501 9.475085 9.496473 10.92388210 11.71479308 10.71624398 2.27247116 11.45759480 11.25032388 14.99661768 9.19847107 6.86343302 8.87387101 8.52419065 10.67121525 10.21229757 8.25660499 10.39607566 9.04065603 2.40998826 10.93958311 8.70543091 7.86940692 13.96220753 1.27250102 10.24516417 11.06428564 4.27247116 7.50513271 -1.04930764 9.65358190 -1.04930764 8.69201040 9.25318234 10.80229251 11.71375586 11.42526343 11.30010118 11.52182208 5.34286049 NA 8.91566400 10.90909623 6.55787415 5.95054307 10.71375586 11.72327044 11.20202591 12.34995495 10.81240581 9.53550596 9.98877656 9.82590882 7.84536146 10.53315596 10.32395242 5.25432570 -0.04945693 6.56525291 9.47024848 9.69957488 9.82782760 7.27697302 9.96874368 5.42627818 TCGA-CQ-A4CD 69 0 NA 998 head and neck stage iva t4a n0 m0 19-3-2015 male 2011 NA 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7.83022616 8.73162892 9.48364631 3.44446830 NA 4.33755411 10.09778551 9.19042054 9.41299571 6.65947935 9.97101193 4.72457388 TCGA-CQ-A4CE 76 0 NA 785 head and neck stage ii t2 n0 m0 19-3-2015 female 2011 NA yes head and neck squamous cell carcinoma yes NA NA 0 NA NA 273.36.0 4 3 NA NA 3 3 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 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 7 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 7 0 0 1.557523e-06 6.675098e-07 8.2733373 NA 10.1236940 0.7734900 9.6021569 10.3325499 8.9044910 15.4907752 7.1828820 7.9130426 4.3178105 8.1885290 NA 9.3820544 8.9249309 5.7583858 8.1658090 12.0786032 NA NA 3.5808449 4.9958824 11.0803127 4.2329216 10.7607555 10.5899418 10.7861160 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TCGA-CQ-A4CG 78 1 430 391 head and neck stage iii t3 n0 m0 19-3-2015 female 2011 NA yes head and neck squamous cell carcinoma yes 70 NA 0 white not hispanic or latino 273.36.0 1 4 NA NA 2 3 2 3 2 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 6 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 6 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 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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 4 4 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1.780026e-06 5.562582e-07 12.4229894 NA 10.6820926 3.2769581 9.4552010 10.9814313 9.1338954 15.4146095 7.1473159 7.6721283 4.5499710 7.7418371 NA 8.5530755 8.7913365 2.8619157 7.6490909 10.3885216 NA NA 9.7281624 8.7794515 10.8331379 3.0843024 10.0659413 10.5495810 10.4313474 NA 0.2769135 3.1514205 NA 14.3212030 6.6635325 11.1245306 6.7847461 9.2665823 11.2179988 2.2769433 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neck stage ii t2 n0 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes NA NA 0 asian not hispanic or latino 273.36.0 3 1 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 5.562582e-07 2.781291e-07 9.2135271 NA 10.4967040 1.2827956 9.3560386 10.7146355 8.8950438 14.8172750 7.6865117 7.5774107 4.4257480 7.8777363 NA 8.9302480 9.6032142 3.7852890 8.4954889 10.3380721 0.2827363 -1.3022262 7.0901442 4.8063498 11.6191103 4.8475761 10.3596053 10.2586376 9.8968861 NA 1.0197731 2.9457575 NA 13.7968051 6.0815314 10.7662696 8.0509740 6.0815314 11.3700315 2.6978183 -1.3022262 1.5051796 8.4709663 8.5196013 1.0197731 10.3773073 4.6006266 11.1626282 7.7090542 5.1072192 -1.3022262 NA 1.2827956 0.2827363 1.0197731 13.9429706 14.2341898 12.0840939 10.1293248 11.9154820 NA -1.3022262 2.9457575 14.5498690 3.2213822 8.1593068 10.6646931 NA 17.8317746 10.3675981 NA 6.3702532 -1.3022262 12.5490882 6.0987059 10.0376772 5.2827882 5.8974994 11.1582831 9.5979393 11.3454970 10.1856672 10.9245404 NA 8.6211548 10.7377744 NA NA 9.4701417 8.8639902 4.1572620 -0.3022262 -0.3022262 -1.3022262 -0.3022262 10.8774253 NA 13.1346689 10.6425575 11.7520923 2.3982683 3.3480199 13.0579198 1.8677384 10.4339796 7.8901202 10.1263915 10.3821375 2.0197731 10.1587950 9.3947947 11.0589485 8.5558081 12.7457179 0.2827363 10.2345601 -0.3022262 3.8271077 0.03354900 -0.06796100 -0.01972600 0.01670500 0.00075147 0.00075147 2.79920000 0.01796300 0.06694500 0.06694500 0.06694500 -0.03531200 -0.03531200 -0.03531200 -0.03531200 0.01070300 0.01070300 0.04450900 -0.02726100 0.10307000 0.10307000 0.00444110 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9.8839415 10.0809915 6.7639161 10.4155036 4.9646158 TCGA-CQ-A4CI 73 0 NA 950 head and neck stage iii t2 n1 m0 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma basaloid type yes 40 1961 1 white not hispanic or latino 273.36.0 2 4 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.252846e-06 7.787615e-07 8.8115160 -0.2246544 11.4277391 2.0972737 9.4627180 9.5024118 8.8694199 14.5928506 7.2671949 7.9577365 7.1107328 8.9452674 NA 9.4074286 9.6270913 1.0972737 11.8437847 10.3937278 NA -0.2246544 11.5885222 5.2182852 10.4295307 NA 11.3272908 10.8302857 10.1460297 NA -0.2246544 4.1676630 NA 13.0311085 6.1931942 10.9254068 5.9945118 6.6701605 10.2920272 2.4757853 0.3603081 1.7753456 10.4692647 7.9527616 NA 10.0432994 6.2628616 10.9301604 6.9301601 4.2671987 1.0972737 NA NA 2.0972737 1.0972737 13.8035043 13.9611717 12.5014891 10.4056094 12.2477793 NA 3.6822362 2.6822362 12.3446045 2.5827005 9.0893588 12.2590321 -1.2246544 17.3000064 8.0768386 NA 7.4998562 -0.2246544 11.7716392 3.0232731 10.1411179 7.3183738 3.3603081 11.2089277 10.1157487 13.2978625 10.2811538 10.0665129 NA 8.9896613 10.3270505 NA NA 9.1590466 8.7425685 5.3752550 -1.2246544 NA 4.7977082 NA 10.7869189 4.4477643 12.9001098 8.5664400 10.6807292 2.0972737 -0.6206008 12.8187114 5.2831365 9.7682806 3.6333266 8.9868412 8.6255291 1.7753456 9.3835972 7.8032484 11.2649394 8.6837350 11.3394917 0.3603081 9.6746992 0.7753456 3.5302331 -0.0047908 0.7347300 0.7644600 0.7224400 0.0475520 0.0040243 -0.0266150 0.0346770 2.1150000 0.5061700 1.3017000 -0.5624900 -0.5624900 0.1038000 0.0503920 -0.7527900 0.0296060 0.0573680 0.0160060 -0.1119500 0.6286100 1.4134000 0.0397610 0.0251100 0.0251100 0.0075000 0.7425400 -0.7681700 -0.2429300 -0.7544800 -0.7429000 0.2660800 -0.0010246 -0.0355410 -0.7808300 -0.7568500 -0.7568500 -0.7568500 -0.7646100 -0.7676800 -0.7458600 -0.7458600 -0.7758300 -0.7524500 -0.7524500 -0.7699000 -0.7707300 0.0346770 0.0346770 -0.7732900 0.1038000 0.1038000 0.0000000 -0.7673200 0.7375800 -0.7584900 0.0136320 -0.0065725 -0.7736300 -0.1285900 0.0216030 0.0077783 0.0248290 0.0000000 0.0000000 -0.7841200 0.0493980 -0.7604600 -0.7604600 0.7729100 -0.7863100 -0.7609800 -0.2062000 -0.2062000 -0.2062000 0.000 0.000 -0.748 0.000 0.000 0.000 0.592 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.752 -0.462 0.281 0.743 -0.740 -0.761 0.000 0.000 0.000 -0.757 0.000 -0.760 -0.760 0.000 -0.752 0.000 0.000 0.000 0.000 0.554 0.554 0.000 0.000 -0.206 -0.206 0.000 0.000 -0.748 0.000 0.000 0.000 0.592 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.752 -0.462 0.281 0.743 -0.740 -0.761 0.000 0.000 0.000 -0.757 0.000 -0.760 -0.760 0.000 -0.752 0.000 0.000 0.000 0.000 0.554 0.554 0.000 0.000 -0.206 -0.206 11.0742640 NA 10.2562738 6.9552512 10.5583404 10.0927323 6.3145008 10.3537150 10.5971162 9.2306694 12.6223017 12.4832406 6.9602175 10.1783542 9.9193632 10.7515483 5.3436779 13.2978625 8.8346866 10.2811538 10.9358440 10.0220829 11.4532821 12.9145994 13.5667087 12.8867225 -0.2246544 2.9452706 9.9999469 11.2138742 10.2347739 11.8221252 9.9515154 1.3603081 10.5447669 10.6352652 13.9058694 9.5426991 7.9920880 9.9860137 8.7295385 12.2816498 11.0710825 8.2203570 10.0688025 10.4245984 11.8437847 10.2954698 10.5070856 5.1676590 10.4692647 0.7753456 9.9731733 10.4056094 3.9452706 3.4757853 4.2016103 8.8333341 NA 8.4947312 9.2531005 10.2811538 10.0665129 10.1530951 10.3270505 10.6568387 2.0972737 0.7753456 8.1513155 9.4299783 9.5899247 7.8521581 10.7869189 11.6090230 10.6807292 12.1742195 10.3752551 11.7038606 8.7753423 9.7682806 9.1196381 11.2686974 10.1783542 1.0972737 NA 4.9046238 7.8693144 9.5168092 9.4592142 7.8115160 10.2363100 3.9046286 TCGA-CR-5243 51 0 NA 2562 head and neck NA tx nx NA 19-3-2015 male 2003 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 83.64.0 2 5 NA NA 2 4 1 3 3 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 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 2.011934e-06 6.937704e-07 11.23988931 NA 10.64021456 1.42712341 10.42851857 11.32117020 9.36301202 14.25740270 7.78685966 8.20024931 5.28509145 8.11361091 0.01206802 9.06101361 8.46328404 6.28509145 11.07141731 10.03675085 -1.57303755 NA 10.12885001 11.45518906 12.07164262 -0.57282295 11.06033265 10.33061565 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11.85048890 10.53791987 1.42712341 -0.57282295 8.90183019 11.76110423 10.66162839 3.88654039 11.31547306 11.37474728 10.84628049 12.05749123 9.30285959 9.84812323 10.16646904 10.83497559 7.31280674 10.68655935 10.03444065 -0.57282295 0.01206802 9.62923420 9.86063836 10.20354341 9.88602956 7.86173830 10.16139658 6.56666144 TCGA-CR-5247 48 0 NA 358 head and neck NA tx nx NA 19-3-2015 male 2006 NA NA head and neck squamous cell carcinoma yes 105 1971 NA black or african american not hispanic or latino 164.62.0 2 2 NA NA 2 2 1 3 3 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.613149e-06 5.284453e-07 10.3523623 NA 10.2908863 5.8631108 9.4833805 9.8025579 8.0771239 14.9801674 5.7966159 7.6797201 0.6537021 8.1824376 NA 8.9266761 7.6385510 1.8760552 9.4350174 11.6690727 NA NA 12.7099567 5.6536562 10.7525671 NA 11.0104764 10.3166226 11.1079569 1.8760552 0.6537021 4.4949596 NA 13.2796708 4.6834045 10.7556334 8.1953998 8.0199798 10.8594509 2.6536562 NA 2.5281212 13.6733642 8.6980517 -0.9312604 11.9970285 8.0705820 12.2964615 6.8434827 3.4610177 NA -0.9312604 NA 1.3906127 1.0686708 15.1475340 15.0746313 12.3945375 10.7179513 11.8545562 NA -0.9312604 4.0228915 14.8376806 2.2386340 7.9725772 11.2260421 NA 18.7720192 10.4594015 NA 5.8760503 -0.9312604 12.1768929 2.0687052 10.7148038 4.9755843 3.7691370 10.9220047 9.7940615 12.2700533 10.1693575 11.5393540 NA 8.1320904 10.6068841 NA NA 9.7206437 9.0827156 4.3540995 NA 6.8888735 7.8434821 NA 11.0875908 7.3070997 13.1203290 8.6636357 10.4886553 1.6536562 0.2952528 13.4989517 2.3906127 10.1391247 2.8760552 9.6753502 9.8434822 -0.9312604 8.8744389 8.9266761 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10.6068841 11.1647514 NA NA 8.5499902 9.6527181 4.1130920 5.0459758 11.0875908 11.9903502 10.4886553 12.5047560 10.3973701 9.8920623 8.1481801 10.1391247 8.7107469 10.1746037 10.9459793 NA NA 1.3906127 8.2673855 9.2720433 8.4610124 6.9078989 10.4663698 4.7125518 TCGA-CR-5248 53 0 NA 1663 head and neck NA tx nx NA 5-3-2015 male 2006 NA NA head and neck squamous cell carcinoma yes NA 1971 NA white not hispanic or latino 164.61.0 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 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 1 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 9.400589e-06 2.948524e-06 10.18384079 NA 10.65692346 NA 10.06056665 10.50079180 9.10091512 15.79827858 7.10091564 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8.8025393 12.0293783 12.3794556 11.2565078 11.7247121 10.9108350 -1.0335695 NA 8.7834724 10.9548186 10.7330178 3.6103457 10.8654681 11.0473064 10.2951638 12.4751503 10.6892965 10.5344450 9.2120416 10.5255218 6.0108828 10.8548516 10.2844667 6.4340944 0.7404527 9.7355002 10.4099142 10.3990308 9.6952598 8.3758800 10.3085636 6.8972259 TCGA-CR-5249 35 0 NA 1152 head and neck stage ii t2 n0 m0 19-3-2015 female 2007 NA NA head and neck squamous cell carcinoma no NA NA NA white not hispanic or latino 83.64.0 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.001265e-06 5.006324e-07 11.0049644 NA 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2.3808126 10.0618091 0.5734715 9.6239958 9.8536576 12.2963811 13.1286551 11.1874865 11.8532225 11.3701149 2.3808126 NA 8.1621813 10.4792300 10.5156148 4.3283554 10.9257862 11.3513386 11.1133527 11.9639046 10.0777894 9.5762820 9.5356399 10.4631761 6.5678207 10.2851339 10.5196421 8.6675445 4.1662254 11.7345987 9.7295563 10.3013874 10.0323860 7.7780377 10.2821197 6.0164094 TCGA-CR-5250 71 0 NA 799 head and neck NA tx nx NA 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma yes 30 1947 NA white not hispanic or latino 83.64.0 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7.787615e-07 2.225033e-07 11.4665503 NA 10.5770793 0.2309408 10.5209538 10.5213379 7.9080671 14.9870048 7.5132515 7.5132515 4.5767096 8.1675727 NA 8.7829635 8.2346872 5.5648354 11.3711257 11.3379340 NA NA 8.3670718 9.3772914 12.0550982 NA 10.2925312 10.7564557 11.0922804 -0.3540217 0.6459783 4.7334357 NA 13.8635516 7.6571998 12.0176130 6.3806827 4.9679018 12.5286155 3.6903612 -0.3540217 0.2309408 12.7862431 8.7969890 4.1054015 12.2898287 4.2309331 11.7431816 6.7855244 6.8747908 NA -1.3540217 0.2309408 1.4533332 0.9679064 14.3111973 14.8020113 12.5116091 10.0334514 13.6035280 NA 3.4008658 6.1537668 12.8560350 4.1054015 10.0925389 11.7041334 1.7008392 18.1147934 11.4519178 NA 6.2309350 1.2309408 11.9709968 3.2309408 9.5994415 3.5039593 4.7544974 10.3721907 10.2943300 12.3930042 12.2168955 11.5128650 NA 8.7492604 12.0258923 NA NA 9.5347157 10.7184401 6.0638243 4.6001686 2.1054099 10.1577251 NA 10.8354882 NA 13.1448217 9.9641029 11.3589293 1.9679064 4.5126314 12.5383256 6.6289660 10.8043139 6.9451804 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2.5528689 9.2458854 10.0334514 5.6903668 9.2430940 0.2309408 9.7261238 -1.3540217 9.7093675 10.5117057 12.2168955 11.5128650 11.1846464 12.0258923 11.4855700 -1.3540217 NA 8.7174348 11.8173057 10.7707400 3.8158930 10.8354882 11.1355696 11.3589293 11.8205861 10.0909873 9.5055073 10.7117252 10.8043139 7.1577249 10.7174348 10.6783626 3.1054099 NA 11.8018975 10.0415440 10.1428263 9.2243452 9.3342228 10.5282334 6.1217055 TCGA-CR-6467 59 0 NA 1777 head and neck stage iii t2 n1 m0 19-3-2015 male 2006 NA NA head and neck squamous cell carcinoma no 15 1976 1 white not hispanic or latino 145.62.0 4 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 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9.8905917 11.7924283 9.5528787 9.2380548 10.3657461 12.7774858 3.6067975 8.8489371 9.5845764 6.4006489 8.6175395 2.0832474 10.1128691 0.8905634 9.9181028 9.4878461 12.5277987 11.3388555 10.8301709 11.2786089 11.3503160 4.8514192 NA 10.1334256 11.9552382 9.9026175 2.7836662 10.5607421 11.5900402 10.6371060 12.3422444 11.1754984 10.6148619 10.5554199 11.3241771 7.0605165 10.9852349 10.0450481 7.5810883 2.6067975 11.3485588 9.9892066 9.9867421 8.4669411 7.7871405 10.0464941 5.9349858 TCGA-CR-6470 38 0 NA 1521 head and neck stage ii t2 n0 m0 19-3-2015 male 2007 NA NA head and neck squamous cell carcinoma no NA NA 0 white not hispanic or latino 145.62.0 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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2.6148512 9.5573595 10.9373742 10.807631 11.677521 11.548536 1.877862 12.113894 11.358558 14.840675 8.503994 10.919234 9.079731 9.882256 12.044322 9.504538 8.523338 9.744128 9.024236 10.242257 10.493816 8.796743 11.522937 13.144731 4.590596 10.016294 9.043345 5.673740 10.007735 8.294794 10.787439 1.029912 9.686665 10.254849 12.073457 12.059584 11.357660 11.710770 11.567295 3.167390 NA 9.906191 10.787106 10.319440 4.917408 10.831429 11.663241 11.398607 12.683802 10.529330 9.833368 10.231026 11.495773 8.076461 10.085165 10.841418 8.266375 1.662160 8.415314 10.109645 10.999989 10.073730 8.598219 10.713930 5.408393 TCGA-CR-6484 67 0 NA 354 head and neck stage iva t4a n2 m0 19-3-2015 female 2010 NA NA head and neck squamous cell carcinoma yes NA NA 5 asian not hispanic or latino 145.62.0 1 6 NA NA 3 3 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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10.198586 5.032969 11.762304 9.457340 11.148883 10.403120 10.669986 10.876989 12.456613 12.238552 6.965394 -1.473530 2.526595 9.564836 9.751810 10.809691 12.420189 10.095509 1.848518 11.468567 10.427847 14.558625 10.465080 7.442482 8.662312 8.992169 11.900827 7.888349 8.170459 9.227909 8.816621 3.433494 11.825668 8.004361 6.853033 13.234393 3.227048 10.679521 9.986034 5.469118 6.537830 2.774524 10.104503 1.526620 8.681421 9.182133 11.148883 12.284930 11.334964 11.125121 11.269123 5.592693 3.526607 8.180988 11.814027 5.793389 5.624636 11.237839 11.523606 11.139471 11.627758 9.922137 9.745771 10.070118 10.077215 7.181239 10.457710 10.556925 2.614074 -1.473530 6.073497 9.479220 9.954439 10.565864 7.251117 11.056033 5.560027 TCGA-CR-6491 60 0 NA 350 head and neck stage iva t4a n2b NA 5-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 67.5 1966 2 black or african american not hispanic or latino 145.61.0 1 7 NA NA 3 3 2 3 4 2 0 1 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.850426e-06 1.734426e-06 8.67286233 -1.03978487 9.86195629 0.54527650 9.48487686 10.31513552 9.18674740 15.79355883 7.20350952 7.66769418 6.49949354 7.92900210 -1.03978487 8.92467595 8.42794091 3.91453582 5.24573903 13.79988345 NA NA 6.50723013 9.92395376 11.68846827 4.16978874 10.62522683 10.74660476 10.67886806 NA NA 3.48389315 NA 14.54250656 3.91453582 11.79678008 7.28676474 4.13026372 12.90641901 -0.03963657 NA 0.54527650 14.15235823 9.56024799 -1.03978487 12.32856877 10.06844792 12.46490592 6.30018597 5.63275970 -1.03978487 -1.03978487 NA 1.28226187 2.54530122 15.41292810 15.65903957 12.45827557 11.19993369 13.43916798 1.54527650 NA 4.79322483 13.72188640 0.54527650 9.14768727 11.39183279 2.10601324 20.06362170 9.88143230 NA 6.44415021 -0.03963657 11.83166292 5.20826363 10.48781220 5.43606854 2.28226187 10.77090683 9.81052199 12.66115631 11.87845304 12.13041670 NA 8.31788695 11.55465979 NA -1.03978487 9.36760302 8.38240009 5.92612043 -0.03963657 -0.03963657 8.82452125 -0.03963657 10.66423873 0.96036343 13.05861404 9.13914944 10.80464862 1.76769717 2.69260574 12.76869608 1.28226187 9.57596481 10.05639142 9.89592012 10.48878933 1.54527650 10.11325381 6.80582511 11.93761511 8.51875582 11.65947378 NA 11.65120618 -1.03978487 1.96032636 0.0000000 0.0000000 0.3035100 0.0167540 0.0797860 0.6467700 0.0174530 0.6442100 0.0685390 0.0685390 0.7554400 -0.6766100 -0.6721100 -0.6721100 0.3082600 0.0303590 3.3013000 0.0275470 0.0275470 0.0212320 0.0212320 0.2796900 -0.0247500 0.0134020 -0.5633200 -0.0532940 0.0187120 0.0023106 -0.0385300 -0.0163810 -0.0163810 0.0061578 0.0000000 0.0000000 0.0000000 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8.676297 10.348891 11.610265 12.578835 7.348353 10.836852 11.623671 10.328296 4.676504 12.661156 8.464161 11.878453 11.366540 11.307957 11.369196 13.424206 13.002080 9.798751 NA -1.039785 9.700959 10.026424 10.46763428 12.00336246 10.38134806 -0.03963657 11.70537916 10.78011510 15.04335693 9.42488095 6.00472834 8.91598511 8.90724131 11.97208658 9.07747187 7.40741819 10.49512440 8.67458070 5.24573903 11.03347256 8.28226326 7.98824102 14.15235823 -1.03978487 10.59831849 11.19993369 6.25495679 6.74823714 -1.03978487 9.07667907 0.54527650 9.35800981 8.50722974 11.87845304 12.13041670 11.16154019 11.55465979 11.46763428 4.63276260 5.71522347 7.15015955 9.64420708 6.79953937 4.35265261 10.66423873 11.60689388 10.80464862 12.66585958 10.37766030 9.19993363 8.52257761 9.57596481 7.41154658 10.25839773 10.20410415 0.54527650 NA 4.98270158 8.78027466 9.80504089 10.35586927 7.31788740 9.89328803 4.63276260 TCGA-CR-6492 78 0 NA 479 head and neck stage iii t2 n1 m0 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 50 1957 1 white not hispanic or latino 188.56.0 3 1 NA NA 3 3 2 3 2 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 7 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 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 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 1.769115e-06 6.937704e-07 9.12460911 -0.50471417 10.41001137 2.30261151 9.41113194 10.50403130 8.71321018 16.27297015 7.25680405 7.94233562 5.71442138 8.08209208 NA 8.94026749 8.10443102 2.88756426 8.28641545 12.03125682 -1.50471417 NA 5.00304898 6.19569209 11.08934381 3.66517671 10.47396292 10.37368671 10.59755631 0.49528583 -1.50471417 3.25014301 NA 13.39465663 5.58271556 11.20799446 8.81379530 5.68507674 12.65370440 1.08024833 -0.50471417 2.30261151 13.30104675 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9.3719127 9.6496591 7.5138271 10.6657543 10.3491129 2.2070182 NA 3.9795955 8.1845149 10.0870995 9.7900886 7.2586678 10.3155303 3.7513245 TCGA-CR-7364 66 0 NA 1435 head and neck stage iii t3 n0 m0 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes 150 1958 0 white not hispanic or latino 164.62.0 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 7 0 0 0 0 4 0 0 1 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 6 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 7 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.026296e-05 3.142859e-06 8.7962262 NA 10.6270784 NA 10.3429138 10.4829952 8.5298717 14.7105599 7.7711355 6.5627355 2.9382481 7.7795473 -0.2317521 8.8610776 7.4049448 5.9482294 3.2918835 11.4859967 -0.2317521 -1.2317521 5.3532845 3.4121718 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0.00708260 3.17910000 0.02202400 0.02202400 -0.47258000 -0.47258000 -0.46078000 -0.47124000 -0.02329200 -0.02329200 0.48527000 0.00000000 -0.36940000 -0.36940000 0.21975000 -0.00774820 0.42839000 -0.02603000 -0.46918000 -0.45935000 0.36690000 -0.08549400 -0.00609040 0.00221930 0.00221930 0.00263570 0.00263570 -0.46547000 -0.46940000 -0.46940000 -0.46940000 -0.46940000 0.01419000 0.01419000 0.01419000 -0.47818000 -0.47025000 -0.46653000 -0.46653000 0.00388540 0.00708260 0.00708260 -0.44760000 -0.97800000 -0.46078000 -0.00193990 -0.00193990 -0.00193990 -0.02329200 -0.02329200 0.00000000 -0.49352000 -0.36940000 -0.00097947 0.00235810 0.21975000 -0.09379900 -0.09379900 -0.48796000 -0.00774820 -0.02603000 -0.02603000 -0.46918000 -0.03122300 0.00069327 -0.08027500 -0.08027500 -0.08549400 0.000 0.000 0.000 0.000 0.485 0.000 -0.369 0.000 0.220 0.000 0.000 -0.480 0.000 0.428 0.000 -0.469 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 0.000 0.000 -0.469 0.000 0.000 0.000 -0.467 -0.467 0.000 0.000 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2.090244 11.007322 12.004484 10.722880 12.204641 10.244054 10.894702 8.896315 10.777355 7.330563 9.201906 10.825297 1.353267 NA 9.746316 7.811949 10.592086 10.901141 7.829016 11.046479 5.143361 TCGA-CR-7365 60 0 NA 1191 head and neck stage iva t4a n0 m0 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma no NA 1964 0 white not hispanic or latino 164.62.0 1 3 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 7 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 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 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 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 6 0 0 0 4 0 0 7 0 0 0 7 0 0 4 0 0 4.544196e-06 1.595672e-06 8.8770961 -1.4058337 9.9959538 3.3488981 9.5335869 10.8750683 8.7399399 15.7797832 7.2270026 7.2909754 5.8419354 7.1901970 NA 9.3125406 8.0998191 0.1790014 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6.8131758 10.0968394 10.4918531 0.9159415 NA 3.7639320 8.0606143 9.3687948 9.7973556 5.8324116 10.0778234 3.6814718 TCGA-CR-7367 52 0 NA 1440 head and neck stage iva t4a n1 m0 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma no 45 1963 1 white not hispanic or latino 164.62.0 1 7 NA NA 3 3 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 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 0 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 4.005059e-06 1.362833e-06 11.05361858 NA 10.32792590 4.98959318 10.06663548 11.08156239 9.35461194 15.11731250 7.60242199 7.33888521 4.66382278 6.84439444 -1.56490485 8.76479995 9.09589094 4.38920196 9.74391143 10.17941712 NA NA 13.30796706 8.45181197 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12.03142639 8.12849086 12.18309166 0.75693788 10.96394606 2.43501512 5.46842692 0.5647200 0.0813460 0.0263730 0.2179100 -0.2833500 -0.0486130 0.8872600 0.2994700 0.4077700 0.4077700 2.0694000 0.4600700 0.0000000 0.0000000 0.0000000 0.2202200 0.2202200 -0.0107840 -0.0107840 0.3103300 0.3103300 -0.0176660 0.0091705 -0.5385500 0.3404700 -0.0398010 0.4428300 0.4428300 0.0297030 -0.0073339 -0.0114730 -0.0321780 0.0486880 -0.3128400 -0.2706900 -0.2960300 -0.2804900 -0.2804900 -0.1287500 -0.1568200 0.0414580 -0.6425500 0.1194600 -0.0316320 -0.3548700 -0.0457700 -0.0384420 -0.5731800 -0.0513160 -0.8758800 0.0000000 0.0000000 -0.2109400 -0.1310800 -0.0189020 0.2202200 0.2288500 0.4556400 -0.2935500 0.3103300 -0.2858400 0.5035900 -0.0176660 -0.0180000 -0.0180000 0.0091705 0.0091705 0.3404700 0.3404700 -0.0398010 0.3336700 -0.1105100 0.1099700 0.1099700 0.1099700 -0.131 0.000 0.220 0.220 0.000 0.000 0.310 0.474 0.000 0.232 0.000 0.000 0.000 -0.539 0.340 0.000 0.334 0.000 0.000 0.443 0.443 -0.111 0.000 0.000 0.000 -0.271 0.000 -0.157 -0.157 0.218 0.000 0.000 0.000 0.530 0.000 0.408 0.408 0.000 0.000 0.000 0.000 -0.131 0.000 0.220 0.220 0.000 0.000 0.310 0.474 0.000 0.232 0.000 0.000 0.000 -0.539 0.340 0.000 0.334 0.000 0.000 0.443 0.443 -0.111 0.000 0.000 0.000 -0.271 0.000 -0.157 -0.157 0.218 0.000 0.000 0.000 0.530 0.000 0.408 0.408 0.000 0.000 0.000 0.000 11.620189 -1.564905 9.746951 6.176470 12.740567 13.194254 12.076378 11.778189 10.804328 10.248785 10.052012 11.569109 8.690032 11.264726 10.848367 10.535337 4.009105 11.820169 9.933853 11.355357 10.803237 10.423688 11.160157 12.319229 12.684413 8.308448 NA 2.958564 9.824097 10.585386 10.399345 11.975374 10.483831 2.019951 11.959545 10.656289 14.402206 9.353121 8.299190 9.372378 9.309217 12.081225 9.226118 7.745617 10.489947 7.997246 9.743911 11.843599 8.409418 9.934850 13.255282 2.682933 9.899549 10.524785 5.149247 7.417998 2.522458 11.108313 -1.564905 9.697686 9.312288 11.355357 12.686042 11.013140 11.821405 12.104221 3.479399 NA 8.308140 10.279317 9.332093 5.435005 11.523295 12.094665 11.532048 12.158878 10.142363 10.596765 9.501766 10.754199 7.666225 10.193643 11.078208 4.389202 1.756938 6.169713 8.694947 10.547117 10.696217 7.176470 10.502774 4.827321 TCGA-CR-7368 54 0 NA 1245 head and neck stage iva t4a n1 m0 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes 57 1968 1 white not hispanic or latino 190.57.0 2 5 NA NA 2 4 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 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 0 0 0 0 0 0 0 0 0 0 4 0 6 5.897048e-06 1.907869e-06 8.7618135 -1.7646406 10.5676304 0.5572875 10.3831551 10.5325170 8.6415193 15.5577441 7.2659816 8.1194848 5.0932940 8.4879795 -1.7646406 9.4152233 8.3951854 4.4052368 10.3920293 10.9521336 NA -1.7646406 6.4152229 2.8791764 11.9187474 NA 10.4590142 10.7183741 11.2597613 0.2353594 0.8202402 4.0166746 NA 15.7143444 4.3850582 11.9730896 9.1308894 5.1056781 13.6020803 1.9357615 -0.7646406 2.0426794 14.0596514 9.9418101 1.4052300 13.1364639 7.2088967 12.9164427 7.8277714 6.9006495 1.9357615 -1.7646406 -0.1796781 6.1953161 3.0932897 15.5953636 15.7369214 12.5514500 10.1259584 13.6056269 2.7588788 -0.7646406 6.2010986 13.3497885 2.6947465 9.8008923 11.3858548 1.2189671 18.6743719 11.3277410 NA 6.8352268 1.9357615 11.9922874 4.2576820 10.2197327 5.4447664 2.7588788 10.4195696 10.1129817 13.2973459 13.4586371 12.7045744 NA 8.9261851 11.6407216 NA NA 10.0305422 9.7105409 4.5751671 4.5390968 -1.7646406 6.4447681 NA 10.2507291 1.8202811 12.9163329 9.2042400 12.2612323 4.9218124 3.1721835 12.7495351 7.6782579 10.7150287 11.7949302 9.2880113 10.4127337 0.2353594 11.8500240 8.8481826 12.4710292 7.2632204 11.1016272 -0.1796781 13.7264156 1.4052300 8.4581092 0.00000000 0.00000000 1.04360000 0.71848000 0.61063000 -0.00526100 0.03848900 0.03848900 0.04726800 0.04726800 0.04726800 -0.65724000 -0.65724000 0.99468000 1.00070000 0.00750000 0.00750000 -0.03176800 -0.00968060 -0.01697900 -0.01697900 -0.01381500 -0.02835500 -0.10526000 0.00013863 -0.04942400 -0.00843850 -0.00843850 -0.00539920 0.39629000 0.01276000 0.02553100 0.00000000 0.00000000 0.00000000 -0.65668000 -0.65668000 -0.65668000 -0.65668000 -0.00110870 -0.00110870 -0.00110870 0.01223700 -0.56694000 -0.56694000 -0.58006000 0.56468000 -0.64931000 -0.67306000 0.04726800 -0.65724000 1.01380000 -0.18936000 -0.17740000 -0.17740000 0.00750000 0.00750000 -0.00968060 -0.01697900 -0.01697900 0.04018500 0.04018500 -0.01271300 -0.31681000 -0.34354000 -0.02835500 -0.02835500 0.00013863 0.00013863 -0.04942400 -0.04942400 0.67715000 0.00291330 -0.00539920 -0.00539920 -0.177 -0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.387 1.044 0.000 0.000 0.152 -0.567 0.565 0.000 0.000 0.000 0.000 0.000 -0.657 0.343 0.000 0.000 -0.177 -0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.144 -0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.387 1.044 0.000 0.000 0.152 -0.567 0.565 0.000 0.000 0.000 0.000 0.000 -0.657 0.343 0.000 0.000 11.525189 NA 11.431796 5.782209 10.269769 12.124052 13.332194 11.719885 8.780279 10.079628 10.564270 11.721521 8.549331 10.977834 13.443930 11.060074 4.630376 13.297346 8.332029 13.458637 11.683560 10.853700 12.404691 11.396512 13.382121 10.248637 -1.764641 2.557239 10.494469 11.006184 10.2905966 11.9767811 11.6349926 -0.7646406 12.7191299 10.5385241 15.3593945 9.8970923 8.4423286 8.6998597 9.7578957 12.1210105 9.9723756 8.4689339 10.5018049 9.0034985 10.3920293 11.8029138 9.2032609 9.3678140 14.0596514 2.7588788 10.3929769 10.1259584 5.3645969 7.8863660 5.4152246 9.6552744 0.2353594 9.5617437 9.8877111 13.4586371 12.7045744 11.2781705 11.6407216 12.0320636 3.9357520 NA 8.3972524 9.6521116 8.8536997 3.8202811 10.2507291 11.9286922 12.2612323 11.8030326 10.6813635 10.2922905 8.7744728 10.7150287 6.5160845 10.3626637 10.3768114 2.5572385 NA 10.8694446 9.1010783 10.5207164 10.4505438 7.3014029 10.2779995 4.3227790 TCGA-CR-7369 59 1 1090 NA head and neck stage iva t4a n2b m0 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes 48 1960 3 white not hispanic or latino 190.57.0 1 7 NA NA 2 4 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.116e-06 5.550163e-07 9.41297137 NA 10.69205488 2.97870817 10.18646280 10.30337539 9.18306414 14.86820965 7.08813842 7.07719599 5.28803366 7.96887123 NA 9.08723024 9.57083764 5.14164532 11.38403216 11.86797818 NA NA 9.92325854 10.26048454 11.71061494 -0.54477143 10.66093699 10.85468866 11.25260264 -1.54498190 -0.54477143 4.15558734 NA 13.94480356 4.86453285 11.85107945 9.48374042 5.75892407 12.61784974 7.49406273 NA 2.84745579 13.61745638 9.10439983 1.62508342 12.11536253 5.70164608 12.37902827 8.25118319 6.16250211 0.45512334 -1.54498190 NA 5.61501602 0.45512334 14.19621380 14.24097368 12.50218242 10.47369165 13.24187280 NA 1.04012092 5.83018432 13.11642081 2.84745579 9.85762292 11.24854385 0.94058023 18.26044519 11.62350244 NA 6.52123295 0.45512334 12.15373989 4.54260475 10.07490517 6.74516202 3.94699280 10.83045476 9.96640220 12.75966902 12.47950428 12.05679847 0.04012092 8.40058745 11.30572126 NA 0.45512334 10.05784257 9.94849879 5.04010776 1.04012092 -1.54498190 8.92986377 -1.54498190 10.44027411 7.31001195 12.90532397 8.16276190 12.09459748 4.66459661 2.87939210 12.73170437 8.58442665 10.55221461 8.79053422 9.96235366 10.28882444 -1.54498190 10.92732686 6.67431234 12.11647646 7.94899908 11.54823113 -0.54477143 11.80829056 1.62508342 4.43242498 -0.05442000 -0.08918700 0.52801000 0.52230000 0.01098200 0.01098200 0.01505900 0.02174400 -0.52020000 0.49320000 0.50030000 0.01698500 0.01126100 0.01908300 0.50082000 -0.00954330 3.65690000 -0.07334300 -0.05804500 2.13360000 -0.00180140 0.01293400 0.00055459 0.02258500 0.02258500 -0.00678130 0.01824300 0.02258500 -0.09339700 0.00000000 0.00000000 -0.01242100 -0.06719000 -0.08918700 -0.11168000 -0.51414000 -0.51486000 -0.51486000 -0.51486000 -0.51702000 0.01656500 0.01656500 0.01056400 -0.51300000 -0.52164000 -0.52072000 0.01098200 0.02174400 -0.52665000 -0.52020000 0.01126100 -0.48523000 -0.52512000 -0.51012000 -0.51012000 -0.00954330 -0.51764000 -0.04373700 0.00499690 0.00124810 0.07498400 0.09072000 0.01293400 0.03481800 0.03481800 -1.03120000 -0.03204100 0.02876300 0.02876300 -0.00678130 -0.01852500 -0.51527000 -0.07173900 -0.09339700 -0.09339700 -0.510 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.513 0.000 0.000 0.000 -0.515 0.519 -0.517 0.000 0.023 -0.499 0.000 0.000 0.000 0.000 -0.027 0.493 0.000 0.000 0.000 0.000 -0.510 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.513 0.000 0.000 0.000 -0.515 0.519 -0.517 0.000 0.023 -0.499 0.000 0.000 0.000 0.000 -0.027 0.493 0.000 0.000 0.000 0.000 11.1637966 -1.5449819 10.2483650 7.0953886 11.9170068 11.9302387 12.3281071 11.5389554 9.5158396 9.8285527 10.8307262 12.1529801 8.7714254 11.0663991 11.7606355 11.3310850 4.8056433 12.7596690 8.7497645 12.4795043 10.8642694 10.7442981 11.3337694 11.9885404 12.8563566 11.2326045 -1.5449819 -0.5447714 9.5978890 10.1681006 11.91956184 11.88885955 11.17837803 1.26249329 11.98359783 10.42884106 14.85019179 9.80829060 7.60742871 8.53862313 9.57213744 12.14797715 9.73937204 8.56758309 10.09312702 9.01738609 11.38403216 11.77509805 8.64620299 8.66946301 13.61745638 3.09899216 10.65051596 10.47369165 5.12756725 7.63505275 0.04012092 10.27092729 -1.54498190 9.67552204 9.03822655 12.47950428 12.05679847 11.35355619 11.30572126 12.08051011 3.62507173 -0.54477143 8.96085600 9.70780913 8.10080213 3.58442139 10.44027411 12.17538799 12.09459748 11.95461593 10.27731623 9.72134463 9.00107345 10.55221461 6.88977164 10.00781275 10.50635271 5.36203498 -0.54477143 9.41224571 8.13546818 10.60901238 10.05412673 7.55317616 10.19450239 4.62506588 TCGA-CR-7370 72 0 NA 105 head and neck NA tx nx NA 5-3-2015 female 2009 NA NA head and neck squamous cell carcinoma yes 112 1950 NA white not hispanic or latino 190.56.0 2 4 NA NA 2 2 1 2 4 2 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 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 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11.9261859 -1.3580841 17.0865130 10.1265805 0.2197106 7.7742791 4.4864763 12.2766662 4.1504297 9.2232077 7.9390784 4.1738870 10.9693499 10.3360338 14.1559828 11.6329212 11.7367441 1.3896219 8.9313569 11.1890764 NA -1.7804133 11.6993439 10.6498811 5.3386312 6.2420575 -1.7804133 3.4676186 -0.7804133 10.4631614 8.0092234 12.1666875 9.6117120 9.4045653 3.8921190 1.9476288 12.6686450 4.0010456 9.9899862 8.2112118 8.6696639 10.2934967 1.8046318 10.8510944 9.0141059 12.4820050 8.2154573 11.2212740 NA 10.2746334 1.0270125 3.6459552 0.715470 1.989500 3.656900 0.000000 -0.057385 0.987720 0.274750 0.294030 1.001300 1.001300 0.591430 0.206560 0.206560 1.017200 0.842380 0.340980 0.340980 -0.052531 -0.077747 0.110050 0.210240 0.126380 0.309370 1.650000 1.383700 0.179960 0.745180 0.745180 -0.209080 -0.584020 -0.545010 0.323660 0.768280 0.768280 -0.123820 0.353000 -0.520550 -0.516300 -0.516300 -0.536830 -0.500790 -0.500790 -0.551260 -0.526140 -0.526140 -0.619750 2.207600 0.294030 0.234770 1.001300 0.179790 0.067661 -0.549450 -0.549450 -0.549450 0.361820 -0.546530 -0.125120 0.181770 0.110050 -1.292900 0.955090 0.128740 -0.551160 -0.551160 0.309370 0.309370 -0.774560 -0.857770 0.179960 0.211460 -0.542190 0.260750 0.246530 -0.205970 -0.549 -0.549 -0.206 -0.547 0.000 0.000 0.110 0.990 0.000 0.315 -0.236 0.309 0.309 1.384 0.595 0.180 0.180 -0.546 0.377 0.562 -0.130 -0.542 0.371 0.000 0.000 -0.516 0.000 -0.537 -0.537 0.000 -0.522 0.000 0.000 0.294 0.294 1.001 0.610 0.103 0.000 0.299 0.093 -0.549 -0.549 -0.206 -0.547 0.000 0.000 0.110 0.990 0.000 0.315 -0.236 0.309 0.309 1.384 0.595 0.180 0.180 -0.546 0.377 0.562 -0.130 -0.542 0.371 0.000 0.000 -0.516 0.000 -0.537 -0.537 0.000 -0.522 0.000 0.000 0.294 0.294 1.001 0.610 0.103 0.000 0.299 0.093 11.884137 -1.780413 11.406152 9.537102 11.481344 11.729314 11.159636 11.628285 9.808405 10.142274 12.341223 11.887134 9.173886 10.868047 9.030262 10.917960 5.319827 14.155983 10.749364 11.632921 11.515315 11.772479 11.826905 12.548140 13.250917 13.369000 NA 3.173879 10.161838 11.740309 11.5089884 12.3617172 8.3137678 0.5416140 11.6323921 10.9360807 14.0075410 9.8158796 8.1415309 9.8526851 9.5947294 12.0956312 10.1569349 7.1235721 10.2344078 10.2354534 10.8018319 11.8145976 9.8041827 8.3164051 11.2065985 2.8046525 10.9131769 10.2651083 5.5506083 6.4864763 6.0525789 9.0422607 -1.7804133 9.9565145 11.4616731 11.6329212 11.7367441 10.4058041 11.1890764 12.2073092 0.5416140 -0.7804133 8.6883140 10.5308706 7.6033942 5.1738870 10.4631614 11.8091070 9.4045653 10.7469226 9.6028542 10.0270448 9.0238209 9.9899862 8.2097940 10.1194244 11.0139026 -0.7804133 1.0270125 6.7471672 8.8143505 10.0954392 10.7316896 8.2168695 10.5947294 5.3795620 TCGA-CR-7371 45 1 94 NA head and neck stage iii t3 n1 m0 5-3-2015 female 2009 NA NA head and neck squamous cell carcinoma yes 60 1979 1 white not hispanic or latino 164.61.0 2 4 NA NA 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.53596390 5.81218501 TCGA-CR-7372 45 0 NA 759 head and neck stage i t1 n0 m0 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 164.62.0 1 2 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.387541e-06 5.203278e-07 8.3179511 NA 9.6833382 2.3734812 9.6565713 10.5143127 8.9100541 14.8747397 7.2843753 6.6954107 5.3431093 7.5990924 NA 8.9930915 9.2662787 4.2147854 9.0269253 11.6490256 -1.2115649 NA 8.6292983 7.1548424 11.9355664 2.3734812 10.6991632 11.0287156 10.7416257 1.3735090 NA 4.3120843 NA 13.1807708 7.1059326 11.7088733 9.5958755 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10.0611503 10.4449454 7.5829360 10.4723923 5.1460727 TCGA-CR-7373 66 0 NA 889 head and neck stage iva t4a n1 m0 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma no 90 1954 1 white not hispanic or latino 164.62.0 4 6 NA NA 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.017901e-06 1.352852e-06 9.6694596 NA 10.6360316 -1.4227525 9.4661067 11.0038902 8.5660479 16.2435180 6.7472880 6.5431479 5.5546441 7.2176078 NA 9.2890303 9.7021308 2.1623390 9.3018773 11.5213432 NA NA 3.4353486 4.0692124 11.5224413 4.5315624 10.3782632 10.7201086 9.6976011 -1.4227525 0.5773442 3.4353486 NA 14.2910183 7.8604514 10.9102390 7.9194378 4.4353419 11.7433694 0.8992530 NA 0.1623390 14.3467880 8.6988967 0.1623390 10.2881697 5.5249131 11.7259988 7.3188302 6.8947753 NA NA NA 1.3847130 -1.4227525 15.8292155 16.8820502 12.5412077 11.3780610 13.0839808 NA -1.4227525 3.8252870 14.3571083 0.1623390 9.1500636 10.7693479 1.8992917 19.3600241 11.7021309 NA 6.1994152 NA 11.0408877 6.9436858 11.0041522 3.1623228 1.3847130 11.2017019 9.1529026 11.9749551 11.1564435 11.8004600 NA 8.6011178 11.5483679 NA 3.1623228 8.7941091 10.4527287 4.6434522 1.1623390 NA 5.2778025 -1.4227525 10.3343365 0.1623390 12.8076840 9.8812240 11.3517386 5.6858869 3.5009932 13.5122520 5.6963055 9.3489023 8.5885906 8.5773635 11.5380893 0.8992530 10.6763758 7.9216595 12.1686519 8.4291125 13.1988429 -1.4227525 9.3766448 -0.4225591 3.9696847 0.000000 0.013353 -0.195370 0.036229 -0.158600 -0.158600 0.117560 0.062153 -0.497880 0.063652 0.063652 0.256680 -0.226500 0.343230 0.343230 0.064940 0.064940 0.060365 0.060365 -0.041431 -0.041431 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1.8076434 8.9805769 9.7872174 10.9885530 12.6593983 11.9146047 1.6556266 11.5957150 10.8076492 14.2608412 9.6335620 8.4090485 8.4529475 9.4428233 11.7241259 9.3442695 7.8866007 10.4424603 9.0460539 5.0856329 10.9642380 8.5011362 8.8833957 13.5158710 3.6556495 10.5718574 10.4630010 5.4045830 7.8366601 2.4857102 9.8596738 0.4857359 9.2016831 9.2890450 11.2541123 12.3982363 11.5881890 11.2474802 11.8282126 1.0706641 5.0403095 8.7664918 11.8120102 8.2637983 4.8780386 11.4585215 11.3456441 11.2093821 12.1668497 10.2748472 9.8233430 10.4744058 10.2779990 6.5464176 10.1844259 10.9783255 6.3865885 2.0706984 6.9410488 9.5603376 10.1027294 9.9472006 7.9077860 10.3213768 5.0092845 TCGA-CR-7379 78 0 NA 1036 head and neck stage iva t4a n2b m0 19-3-2015 female 2009 NA NA head and neck squamous cell carcinoma no .71 NA 2 white not hispanic or latino 164.62.0 1 3 NA NA 3 1 3 1 4 1 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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11.4544877 11.1500805 9.9831353 10.6815127 12.7215816 12.9663438 6.9995716 NA 0.9995671 9.4038616 10.2992376 11.0382163 12.1190315 11.3104115 -0.3222888 11.5028010 11.4174241 14.3189033 9.1267922 6.3711302 8.8870969 9.0817207 12.1165653 9.9613106 7.7383396 10.2374985 9.0428722 6.9208173 11.1411679 8.0461500 9.4946270 13.0063184 1.2626136 10.1360501 10.0213844 4.8475660 7.2206753 2.8475761 10.2384539 -1.3222888 8.1185129 9.0329945 11.4544877 12.1974026 11.5299779 10.8733233 12.0349206 0.2625534 -0.3222888 8.5308441 9.9273495 7.7356352 2.6776435 10.6818639 11.9237903 10.5841584 12.1929737 10.9088647 10.5356244 10.1355373 9.9539540 6.7491065 9.9373868 10.6804585 2.5845296 0.6776210 4.2322310 7.3837941 10.2182559 9.9379751 7.0351950 9.9882562 4.8870963 TCGA-CR-7380 58 1 606 NA head and neck stage ivb t4b n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no NA NA 0 white not hispanic or latino 164.62.0 1 6 NA NA 3 3 3 3 4 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.7688508 8.2495477 11.4855574 9.8052346 8.3818548 10.9713549 3.0043396 NA 2.6564048 12.8174286 8.5763581 NA 12.2116976 14.1741607 12.9833514 6.6232450 6.4731034 0.1969847 NA 0.1969847 2.0043216 -0.8031412 16.0912021 16.5747833 12.2262565 10.4841149 12.9707370 NA 0.1969847 5.2413750 13.9876336 4.1969768 8.8640911 10.9155125 3.0499792 19.0291543 12.5888945 NA 6.0043351 3.1969847 11.9960589 5.5189065 10.1511760 5.5720195 5.3055036 10.9197872 8.9518672 12.0200184 11.2352128 12.6046458 NA 7.9978795 10.7472455 NA 2.3668957 9.7987504 10.3861865 2.6564048 2.7819472 0.1969847 4.6888350 NA 11.5941195 -0.8031412 12.7248232 9.5024030 11.2880844 6.7283614 3.3604767 13.5041805 5.0043351 10.0259413 8.8317908 10.0285324 12.0559320 2.1969847 9.5245323 8.2657580 12.1134190 8.0424698 11.9295711 0.1969847 11.0765629 1.1969847 5.5007606 -0.00450890 -0.01485600 0.22028000 0.01676600 0.00742190 0.00742190 0.00037347 0.00037347 -0.30105000 0.30145000 0.30416000 0.00283540 0.00283540 0.00283540 0.00283540 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10.7573125 9.7077439 10.0259413 8.0361835 9.8632036 11.3464092 4.0043306 1.5188876 1.5188876 9.6422532 10.0611658 9.8061584 7.3568507 9.7959627 4.7515708 TCGA-CR-7388 70 1 823 NA head and neck NA tx nx NA 19-3-2015 female 2008 NA NA head and neck squamous cell carcinoma yes 110 1951 NA white not hispanic or latino 164.62.0 3 1 NA NA 2 2 1 2 3 2 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 7 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 4 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 4 4 0 0 0 4 1 0 0 7 0 0 0 0 7 0 7 0 0 0 0 5 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 4 0 4 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 4 0 0 2.091718e-05 6.10518e-06 9.9497530 2.8221795 10.8296830 3.1441116 11.0153031 10.4239593 9.5040125 15.3996173 7.8702211 7.4221009 5.0445821 8.1441167 1.2371966 8.9307128 9.3818842 5.8070818 9.8454808 11.5950529 -0.7626810 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5.485153 9.109008 10.615521 10.267203 5.446680 11.042970 11.658239 11.006237 12.374537 10.455789 9.992114 9.808979 10.393486 9.365220 9.821249 10.504598 4.095207 2.559149 8.784120 9.698644 10.372294 10.343135 8.176805 10.635435 5.466046 TCGA-CR-7389 55 0 NA 392 head and neck NA tx nx NA 19-3-2015 male 2007 NA NA head and neck squamous cell carcinoma yes 34 1974 NA black or african american not hispanic or latino 164.62.0 3 4 NA NA 2 3 1 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.983213e-06 1.214098e-06 9.5255568 -1.2556667 10.2370518 -1.2556667 10.0496889 10.1736039 9.3853458 16.5346729 7.9921249 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9.4355148 12.1532632 11.4418774 10.9979849 12.0123510 0.9356860 0.9356860 7.9175219 9.5415189 4.3416585 3.6137438 10.5999384 11.3403848 11.1368127 11.5670279 10.6147972 10.5481689 9.3719641 10.2562665 7.8781834 10.3072278 10.3963296 0.6137202 NA 5.6024242 7.3260618 10.2517242 10.2759642 7.8945116 10.1470706 4.5206297 TCGA-CR-7391 36 0 NA 913 head and neck stage i t1 n0 m0 19-3-2015 female 2009 NA NA head and neck squamous cell carcinoma yes NA 1990 0 white not hispanic or latino 164.62.0 3 1 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.503162e-07 5.562582e-08 9.94489694 -1.04930764 10.28593388 3.47411151 9.65531175 10.38047319 8.92925397 15.87280267 7.96177090 7.07982608 4.37681129 7.45038978 -1.04930764 9.10536170 9.71624398 7.30369035 8.59979980 12.86698279 -1.04930764 NA 5.99493719 8.13789540 11.53949230 -1.04930764 10.47850916 10.47214391 11.07434159 0.95054307 NA 4.40997469 -1.04930764 14.37004287 6.93922775 11.67718738 10.80268284 7.02200598 12.12265842 4.27247116 NA 2.85744362 13.01377002 9.31029308 1.27250102 11.57465350 13.65984273 12.64653295 7.19847058 7.63353801 1.95054307 -1.04930764 -0.04945693 0.95054307 1.27250102 15.27823506 15.60108017 12.02284358 10.36786857 13.47404418 0.95054307 0.53555533 6.78974751 13.33370775 4.37681129 9.81007834 10.92028973 3.47411151 18.74155848 12.56755170 -1.04930764 6.05906752 3.95054307 11.99903036 5.75789799 10.28481681 5.92782299 4.67846634 10.69032411 10.24171412 12.51455718 11.91000214 12.72141380 1.27250102 8.05120568 11.61298936 NA 0.53555533 9.35462053 10.54813054 5.17936375 3.80852921 NA 6.37680782 NA 11.50441273 -1.04930764 12.81453612 9.65632278 10.80735806 7.50513271 5.25231347 13.68578216 3.40997469 10.31748859 10.69789733 9.83567543 11.41457864 0.95054307 10.43687568 8.93211079 12.30189685 8.20793140 11.93513996 1.53550557 12.21395940 3.85743366 5.73190278 -0.01948900 -0.01948900 -0.00954260 0.09449100 0.02384700 0.02384700 0.01285600 0.01285600 -0.00205180 -0.00205180 0.09318500 0.04131700 0.04131700 0.04131700 0.02511000 -0.01092200 -0.01092200 0.00000000 0.00000000 -0.04766600 -0.04766600 -0.00636680 -0.01519100 -0.01958900 -0.01958900 -0.00968060 0.04741000 0.04741000 0.00944910 0.01405100 0.01405100 0.01405100 -0.01948900 -0.01948900 -0.01106000 -0.07815000 -0.00954260 -0.00954260 -0.00954260 -0.02411400 -0.02411400 -0.02411400 -0.02739800 0.03289400 0.03289400 -0.00893910 0.02384700 0.01285600 0.01285600 -0.00205180 0.04131700 0.02511000 0.02104300 0.02104300 0.02104300 -0.01092200 -0.01092200 0.00000000 -0.04766600 -0.04766600 0.02300500 0.03679400 -0.00636680 -0.00055444 -0.00055444 -0.01519100 -0.01519100 -0.01958900 -0.01958900 -0.00968060 -0.00968060 -0.06839500 0.00388540 0.00388540 0.00388540 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.0894552 NA 9.9466567 6.5871684 10.5912403 11.6563789 12.6213104 12.3914126 10.6123216 10.8415676 11.4748403 11.1581680 9.0446212 10.8593114 11.5880740 10.4789976 4.2557877 12.5145572 10.2457384 11.9100021 10.8529186 10.4393878 10.4508875 12.9935579 12.1206250 10.1173343 0.5355553 1.9505431 9.6087549 10.0333579 11.24372768 11.65379823 12.30382817 1.53550557 11.50872501 10.35674851 14.32398609 9.23940950 8.09774825 8.41406786 9.10789052 11.76292135 7.89208983 7.86940692 9.99630315 8.52039907 8.59979980 11.39685140 8.25432429 9.34393386 13.01377002 4.03800591 10.14898849 10.36786857 5.69201145 8.71872773 2.75789799 9.93211079 -1.04930764 9.30369035 8.68355891 11.91000214 12.72141380 11.07045729 11.61298936 11.32721152 4.30809871 3.40997469 7.97568292 10.81007825 8.26342649 4.90473938 11.50441273 11.53949230 10.80735806 12.21893927 10.05514223 10.27584899 9.60786198 10.31748859 6.75144364 10.29927168 10.49240963 3.70543610 -0.04945693 9.67846387 9.54787913 10.38517173 10.32123092 7.92208722 10.52513699 6.05906752 TCGA-CR-7392 67 0 NA 946 head and neck stage iva t3 n2b m0 19-3-2015 female 2009 NA NA head and neck squamous cell carcinoma yes 30 1959 8 white not hispanic or latino 164.62.0 3 1 NA NA 1 1 3 1 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.509486e-07 1.668775e-07 10.16006213 NA 9.98019171 4.58927811 9.20097926 10.89343040 8.53298781 16.48060350 7.36258473 7.57448000 4.80745797 7.17423962 -1.02532386 9.42474745 8.74440500 4.22249547 9.66369152 11.79693882 -0.02547069 NA 10.46140219 8.56515426 11.72924592 3.43400098 10.80666602 10.60983187 10.19977465 1.29648677 -1.02532386 4.55952852 -1.02532386 14.17753273 8.09610053 11.52025565 9.92876352 7.38395825 11.33760679 3.72945488 NA 1.78190521 13.22056544 8.72108141 0.97460273 11.36742119 10.44581049 12.48223795 7.29649503 8.35827141 0.97460273 NA -0.02547069 2.14450326 -1.02532386 16.00757067 16.82779776 11.92345633 9.89566419 13.78704534 NA -1.02532386 7.42164998 14.05012988 3.92875878 10.18219159 10.68494310 1.29648677 17.85992692 12.48656684 5.49812957 5.84493294 -0.02547069 12.16732230 7.23195458 9.92366427 6.56702363 4.06202670 10.33760685 10.15011676 11.58850163 11.07490095 11.84126654 NA 8.37757929 11.49149829 NA -1.02532386 9.39452743 10.75058892 4.92876352 4.01896348 -1.02532386 2.29648677 1.55954076 11.52242568 -1.02532386 13.11787066 9.39186071 10.97878767 8.51953168 4.55289960 13.29762193 4.06202670 10.13812253 10.84107335 9.16198112 11.56468635 0.97460273 9.11922543 9.07654280 13.42177956 7.74935392 12.37611337 -0.02547069 10.41802873 3.36688170 5.66106833 -0.0091286 -0.0091286 -0.0486130 0.3162600 0.7809900 0.0314360 0.0321400 0.0321400 0.0685220 0.0685220 0.0685220 -0.0422450 -0.0422450 -0.0422450 -0.0712430 0.4701500 0.0665150 0.0169970 0.0225850 0.0403260 0.1032200 -0.0788100 -0.0095376 -0.0693320 -0.0693320 0.0134920 0.1199100 0.1199100 -0.0589960 0.0475520 0.0125040 -0.0037994 -0.0091286 -0.0091286 -0.0506580 -0.0486130 -0.0486130 -0.0486130 -0.0486130 0.0000000 -0.1035100 -0.1035100 -0.1035100 -0.0854570 -0.0854570 -0.0988230 0.0647970 0.0321400 0.0321400 0.0685220 -0.0422450 -0.0422450 -0.0556170 -0.0556170 0.0259520 -0.0440090 0.0665150 0.0225850 0.0403260 0.0403260 -0.0480720 -0.0480720 -0.0788100 0.0535210 0.0535210 -0.0095376 0.0070826 -0.0693320 -0.0693320 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11.65184635 8.27834770 7.90530456 10.34579930 8.68709429 9.66369152 10.98963370 7.57448000 11.76959217 13.22056544 2.55954076 9.97245228 9.89566419 5.33212071 10.03458756 -0.02547069 9.78031108 NA 9.46642034 9.83410188 11.07490095 11.84126654 11.10963513 11.49149829 11.41413839 4.88145906 0.55954076 8.30099677 10.71561277 10.11283903 5.74275270 11.52242568 11.94233379 10.97878767 11.81691752 10.13443851 10.34743224 9.81377093 10.13812253 7.32771431 10.06864488 10.69865467 4.25997295 -1.02532386 5.06203102 9.26756740 9.97808506 10.12558369 6.91708202 10.61028527 5.68881259 TCGA-CR-7393 26 0 NA 908 head and neck stage iii t1 n1 m0 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma yes NA NA 1 white not hispanic or latino 164.62.0 3 1 NA NA 2 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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9.8216265 10.5247152 12.5533139 12.9222942 10.9214904 11.5165257 11.4676476 3.6268713 0.3049782 9.1537678 10.5403576 8.5670366 5.9342971 11.6522861 11.3727120 10.7832056 12.3644550 9.8196556 10.3349189 10.2700043 10.5981833 6.7725468 10.2386322 10.8304624 8.2678377 3.8284996 8.5740682 9.5811823 10.4792431 10.3307733 7.4393680 10.6486825 5.8285046 TCGA-CR-7394 70 0 NA 898 head and neck stage iva t4a n0 m0 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma yes 60 1949 0 white not hispanic or latino 164.62.0 3 1 NA NA 3 1 2 1 4 1 0 0 0 0 0 0 0 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 7 4 0 4 0 0 0 0 0 0 4 0 0 0 5 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 7 7 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 5 0 7 0 0 0 0 4 0 5 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5.133901e-06 2.011934e-06 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0.9519607 7.2496767 9.4094183 10.2626092 10.2866421 7.2557773 10.3719565 4.6149630 TCGA-CR-7395 80 0 NA 930 head and neck stage ii t2 n0 m0 19-3-2015 female 2009 NA NA head and neck squamous cell carcinoma yes 60 1946 NA white not hispanic or latino 164.62.0 3 6 NA NA 3 3 2 3 4 1 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 7 0 0 0 0 0 0 0 5 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 6 0 5 4 0 0 7 0 0 0 0 0 0 0 4 0 0 5 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 7 0 0 0 6 0 0 0 0 0 0 5 0 7 0 0 5 6 0 4 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 4.440131e-06 2.011934e-06 10.2495028 NA 10.2279504 1.5301207 9.1131968 10.2631294 8.2374734 16.4826278 6.8699639 7.6849323 5.0847021 7.4667519 NA 8.4755579 9.0595446 4.4843122 5.3630028 11.6451577 NA NA 9.1466629 10.2783069 11.2029813 2.7000401 10.3040774 10.4689585 10.6055931 0.5300707 NA 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3.1910e-03 3.1910e-03 6.5317e-05 6.5317e-05 -1.3862e-04 -1.2473e-03 4.7190e-03 4.7190e-03 -8.4284e-03 -1.2473e-03 -1.2473e-03 1.1261e-02 2.7745e-03 2.7745e-03 2.7745e-03 -3.9630e-01 -1.6982e-06 -1.6982e-06 -8.3160e-04 -8.3160e-04 -8.3160e-04 -8.3160e-04 -4.1585e-04 -9.1248e-03 -9.1248e-03 -4.0162e-03 8.3195e-04 8.3195e-04 8.3195e-04 4.1593e-04 4.0892e-02 4.0892e-02 -3.9719e-01 4.2805e-01 0.0000e+00 -4.4312e-03 -4.4312e-03 -4.4312e-03 -5.5444e-04 -5.5444e-04 3.1910e-03 9.0312e-03 6.5317e-05 3.1910e-03 2.3752e-03 -1.3862e-04 -2.7724e-04 -2.7724e-04 -1.2473e-03 -1.2473e-03 4.7190e-03 -2.7199e-03 -8.4284e-03 -1.1087e-03 3.1910e-03 1.1261e-02 1.1261e-02 1.1261e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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10.4347486 10.0990202 4.4370013 NA 6.7199391 9.5451805 9.8452636 10.0169491 6.7875017 10.1113146 4.3374685 TCGA-CR-7397 44 0 NA 216 head and neck stage iva t3 n2b m0 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes NA 1997 8 white not hispanic or latino 164.62.0 3 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 9.734519e-07 3.893807e-07 11.2922903 NA 10.2984801 5.9901403 9.5103387 11.1954106 8.5621646 15.4441832 8.0986654 7.0407675 5.9376740 7.5491085 NA 9.2795012 8.3426574 6.0654301 4.9376740 12.3125520 NA 0.1828194 13.1899010 9.1813764 11.6411927 1.1827559 10.5621645 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11.2344253 12.1465514 11.3089878 10.1083074 12.3597469 6.8556746 -1.3240938 7.4520007 10.3972919 5.8556733 5.2303529 10.3925849 11.9504348 9.0745092 12.8064969 10.1171535 11.0291880 8.6458713 11.8853802 7.8556746 10.7800366 10.8607337 0.2607483 NA 6.5337471 8.1805845 10.8472550 9.3348695 6.5826554 9.8662074 5.0333173 TCGA-CR-7399 60 0 NA 181 head and neck stage iva t3 n2c m0 19-3-2015 female 2008 NA NA head and neck squamous cell carcinoma yes 135 1964 6 white not hispanic or latino 164.62.0 2 5 NA NA 2 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 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 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.675098e-06 1.807839e-06 10.6505233 NA 10.7756177 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-1.7769482 10.2070109 -1.7769482 8.7582239 10.2480881 11.2918947 11.4455925 10.7379091 10.7744165 11.3399422 4.6152633 -0.7769482 8.1536858 11.1948513 6.7698431 4.7307432 11.8001413 12.2195103 10.0475096 12.9859534 10.7664638 10.2849947 10.0447225 10.3268691 7.8339735 10.0487024 10.6039506 4.5805013 -1.7769482 7.7445493 9.9786207 9.7616225 8.2243568 8.4744312 11.1349022 4.3726945 TCGA-CR-7401 64 0 NA 1077 head and neck stage i t1 n0 m0 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes 66 1963 0 white not hispanic or latino 164.62.0 3 3 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 5 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12.1035759 11.7110446 -0.2798091 11.7788998 9.7727997 14.8594488 10.8127685 8.9562457 10.2467309 10.0266731 12.5743857 9.2435844 9.4373368 10.0847311 9.8125483 11.8370087 11.4621199 9.8204558 11.3515603 12.6147336 3.5275833 10.2309958 9.8313673 6.0600820 9.8291915 6.8631889 9.4834440 NA 9.0741136 10.2671261 11.3712833 12.0699735 11.2037115 10.9082022 11.5088140 NA -1.8645965 9.3339168 10.1932608 10.3039412 3.0421540 11.6276230 11.7622329 9.2850163 12.0986167 10.4067321 10.5350810 9.6089748 10.6999212 7.9329305 10.2356029 9.9959681 NA -1.8645965 7.6549052 8.5904422 10.3011182 10.0125532 6.6821631 11.0477842 7.0300866 TCGA-CR-7404 53 0 NA 1472 head and neck NA tx nx NA 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 190.57.0 3 5 NA NA 2 4 1 3 4 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 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12.9983782 9.2819708 12.6112878 11.1679292 10.7498457 11.4218395 12.0498561 12.8213583 11.6401130 0.3401634 5.0681119 10.1531691 10.6002270 10.69416337 11.56313539 10.82526411 2.14753465 12.15356999 10.14593342 15.19055885 8.64282863 8.85884262 8.94381586 9.64225734 12.44585261 10.28551631 8.70322912 9.87546493 8.68115230 11.45653353 10.97907795 10.41900758 10.31889999 12.34018957 3.51011377 10.02843986 10.13135244 4.99840314 9.33736902 0.66211433 10.34966837 -0.07491205 9.81642947 9.86179009 12.61128781 12.33992539 10.74772289 11.68504029 11.00752294 2.24707683 -1.65972260 8.50710602 10.47172510 9.56840706 4.66212003 10.49469131 11.48548494 10.81971727 11.89741394 10.40223570 9.98224124 9.01614667 10.66147225 6.84003515 10.23841310 10.22015568 5.24708063 0.92516393 8.15877175 9.70240197 10.30813626 9.86326141 7.56660208 10.57410879 5.70651121 TCGA-CV-5430 61 0 NA 4241 head and neck stage iva t4a n2a NA 19-3-2015 male 1999 4115 NA head and neck squamous cell carcinoma no NA 1955 2 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10.931526539 9.956553452 12.580274964 10.343404935 10.023568218 9.047746128 10.736881679 6.264844153 10.953997126 10.916261732 4.840347411 1.329410671 9.568744305 10.084138296 10.085607096 9.329384433 7.868542938 10.729409932 5.466888100 TCGA-CV-5431 73 1 522 522 head and neck stage iva t3 n2c NA 19-3-2015 male 2000 176 NA head and neck squamous cell carcinoma no NA 1955 9 white hispanic or latino 83.64.0 2 5 1 1 2 4 1 2 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.428196e-06 1.075344e-06 10.93822219 NA 10.81855829 0.67726016 9.96501512 10.63537196 8.15573507 16.02077758 7.65839431 8.04362502 5.76476546 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0.856 0.856 -0.191 0.000 0.000 0.000 0.141 0.141 0.559 0.559 0.000 0.000 -0.263 0.000 0.000 0.000 0.010 0.261 -0.279 -0.279 0.282 0.032 0.000 0.000 0.810 0.533 0.118 0.118 0.000 0.000 0.000 0.000 0.000 -0.261 -0.284 -0.284 1.131 1.131 0.000 0.000 0.000 0.856 0.856 -0.191 0.000 0.000 0.000 0.141 0.141 0.559 0.559 0.000 0.000 -0.263 0.000 0.000 0.000 0.010 0.261 -0.279 -0.279 0.282 0.032 0.000 0.000 0.810 0.533 0.118 0.118 0.000 0.000 0.000 0.000 11.672363 NA 10.495288 7.354435 12.951390 12.961056 11.079604 16.706727 10.978418 10.835492 10.550234 11.424936 8.460847 12.204617 11.166482 10.968857 4.753407 12.031910 11.685031 11.844721 10.816428 10.690858 11.319655 13.177930 12.864036 9.182453 1.414244 5.721698 9.359127 10.645489 10.4063569 12.2473165 12.6980512 1.4142438 11.8121568 10.2907852 14.5682626 8.0667549 8.7469761 9.5207004 9.9323313 12.6788281 9.5344854 8.2747346 10.1804659 9.5196530 5.5517713 10.9045174 8.6602962 11.4779330 13.3346956 2.6773053 10.4851942 10.3846618 7.5680739 8.7343919 2.9992243 10.0037322 NA 9.3509063 10.7171357 11.8447208 11.5584166 11.1404864 11.2299718 11.8091596 -0.9077926 NA 8.2008648 11.2833994 11.0078461 3.3402632 10.7134763 11.3559028 10.7239720 12.4511287 10.3127185 10.1126257 10.3169449 10.5968414 7.6847970 10.3667184 10.6716561 1.6773053 -0.9077926 6.4586625 10.4028450 9.8091596 9.4932196 8.3307448 10.4624826 4.8996929 TCGA-CV-5432 68 0 NA 3930 head and neck stage iii t3 n0 NA 19-3-2015 male 2000 3930 NA head and neck squamous cell carcinoma yes NA 1950 0 white not hispanic or latino 107.60.0 2 4 2 1 2 2 1 1 3 1 0 4 0 0 0 0 0 0 0 4 7 0 5 0 5 0 0 4 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 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 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 5 0 0 0 5 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 4 1 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 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 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 6.11884e-06 2.252846e-06 8.7521311 -0.6700154 10.1414408 0.9150237 9.3130597 10.1015557 9.3286565 14.2327710 7.8692249 7.8179059 4.4175285 8.0681586 NA 8.6429492 9.9539476 3.4175285 8.1048535 10.6826614 NA NA 7.9225232 7.5049921 11.1073214 NA 10.2241260 10.7452798 9.9954021 NA 1.6520046 0.9150237 0.3300994 12.2734967 3.4999862 10.9131490 6.7137700 7.9373962 11.2983730 3.0305127 NA 1.9150237 12.1095803 7.6654567 0.9150237 11.4072157 3.2156475 11.4603149 5.5779937 4.7894997 NA NA -0.6700154 2.6520046 1.3300420 13.7292099 13.9979888 12.6333960 10.9698590 12.0167855 NA NA 3.3300707 12.9252071 0.9150237 8.3496568 12.2092665 NA 18.7846004 9.4307285 4.9150284 6.4999909 3.0305127 12.2954897 3.1374216 10.8706786 6.0305060 3.7894997 12.4415279 10.1669056 12.4874131 10.6223878 11.2718474 NA 8.8179062 9.9971776 NA NA 9.1676941 9.8209170 5.0579874 4.2369594 1.3300420 7.5684707 NA 10.0891220 NA 12.1120405 9.5891032 10.2165248 NA 3.0666748 12.8378608 6.7812771 10.1771235 7.2248844 9.9108900 10.2987330 0.3300994 8.9954020 7.9594230 10.7786988 8.1470497 11.1015557 NA 11.0622336 1.6520046 3.9739235 1.016800 0.124910 0.690380 -0.474630 2.015600 3.656900 0.672330 0.672330 -0.160770 0.951810 0.512630 -0.724650 -0.724650 1.200300 0.279000 -0.226870 -0.240090 1.483200 0.000000 0.011149 0.010264 -0.112340 3.656900 0.975430 3.656900 -0.086784 0.043299 0.376600 1.174400 -0.245690 -0.212180 0.020903 0.236430 0.124910 0.124910 -0.459610 -0.459610 -0.451900 -0.448460 -0.232640 -0.215650 -0.215650 -0.404630 -0.224120 -0.224120 -0.754520 -0.237650 0.672330 0.672330 -0.215520 -0.716930 0.279000 -0.020275 -0.020275 -0.230980 -0.226870 -0.701360 -0.028718 -0.463870 -0.463870 1.118800 1.171800 0.018523 0.398940 -0.480500 0.615520 0.210240 -0.227480 -0.734330 -0.515680 0.126090 0.498570 -0.032996 -0.032996 -0.011060 0.000 -0.193 -0.227 -0.701 1.506 0.000 0.000 1.172 0.000 0.000 0.000 0.616 0.210 1.178 1.178 0.000 -0.219 -0.212 -0.212 0.000 0.333 0.839 0.219 0.000 0.000 -0.438 0.137 -0.233 -0.233 -0.449 -0.449 0.000 0.000 0.458 0.458 -0.216 0.513 -0.717 0.249 0.000 0.000 0.000 -0.193 -0.227 -0.701 1.506 0.000 0.000 1.172 0.000 0.000 0.000 0.616 0.210 1.178 1.178 0.000 -0.219 -0.212 -0.212 0.000 0.333 0.839 0.219 0.000 0.000 -0.438 0.137 -0.233 -0.233 -0.449 -0.449 0.000 0.000 0.458 0.458 -0.216 0.513 -0.717 0.249 0.000 0.000 10.9757246 NA 10.3541946 3.4999862 11.1597889 11.3219316 10.0095462 15.6927121 8.4015285 9.5272829 13.1928004 10.6985726 6.3412938 11.1907652 11.3212337 10.0365621 5.5652194 12.4874131 9.3921124 10.6223878 10.8209170 11.9387830 10.8098464 13.2404616 13.1530352 10.7105273 0.3300994 1.3300420 9.2563623 9.4095509 9.9336926 12.3988444 10.6892667 0.9150237 11.1240758 11.1142921 14.4147894 10.1613734 5.8846541 9.1406378 8.7874472 11.8915928 9.8290848 8.1081433 9.6212369 10.1138829 8.1048535 11.1011429 9.3662398 7.6920101 12.1095803 2.4999862 11.2574738 10.9698590 6.5588844 6.7976719 NA 8.8516666 0.3300994 10.2548786 8.1470497 10.6223878 11.2718474 11.0178793 9.9971776 11.1589960 NA 1.9150237 7.2842624 10.1089646 7.3356905 4.6154693 10.0891220 11.1934781 10.2165248 12.1428451 10.4747244 9.9548617 8.0200643 10.1771235 7.2065827 9.8279181 9.7405175 0.9150237 NA 7.2958507 8.1497024 9.0356987 9.9364714 6.9594224 10.1130644 4.9739235 TCGA-CV-5434 60 1 3314 3295 head and neck stage iva t4a n2b NA 19-3-2015 male 2000 3295 NA head and neck squamous cell carcinoma no NA NA 7 black or african american not hispanic or latino 107.60.0 2 4 2 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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 7 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 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 3.560052e-06 9.456389e-07 9.3396044 0.6245221 11.3142800 2.2094534 10.1709125 10.9768197 9.0285774 15.5785262 7.8912867 7.2392099 6.3926849 7.7614914 4.3793853 9.0870026 8.0211049 4.6017797 5.4318569 9.9576558 -1.3755715 NA 12.9453009 6.2465525 11.7086444 -1.3755715 11.1588032 10.7323713 9.6926068 -1.3755715 1.2094534 6.2244127 4.0168172 13.0664719 6.3524213 12.1625680 8.9787496 8.6259086 10.2813721 3.2683595 NA 2.4318636 11.7318809 8.3074950 0.2095158 9.1519773 7.2739718 12.0251130 7.3524204 5.8533195 1.4318369 3.9098979 0.2095158 0.9464314 NA 15.0480103 15.0981164 12.6399921 10.2733074 12.8561716 -1.3755715 3.6244987 5.2094612 13.3691240 4.2392071 9.7956772 11.5044665 2.3249258 17.5713239 12.1183558 NA 7.7563575 6.0338921 12.0946508 4.8143248 9.7304088 4.2969272 3.3793853 10.9798514 10.0533840 13.2592791 10.5725025 11.7282799 NA 8.9179720 10.4115867 0.2095158 NA 9.5017845 9.7343309 6.7537837 3.1480555 3.2683595 7.4189160 NA 10.1829211 -1.3755715 11.8702016 9.7109750 10.5600338 5.5433629 2.3697456 13.1148499 7.3659672 11.1232374 7.3726936 9.8772485 10.9798514 2.6244987 10.7515274 8.9776471 11.8664835 8.1578299 11.7984897 0.6245221 11.0073946 3.0168172 4.0507629 0.4748400 0.6940700 0.8601000 0.7322700 -0.3741900 -0.3741900 0.0241270 0.8011100 -0.4311500 0.0080923 1.1286000 0.4728900 2.0648000 0.3672300 3.6569000 0.0000000 0.0000000 0.3747900 0.4112800 -0.3651000 -0.3651000 0.0112610 -0.0408880 0.4004400 1.1312000 -0.1061800 1.1488000 0.9969600 0.1097900 -0.4357900 -0.3966100 0.6665900 0.4748400 0.4748400 -0.5677600 -0.3697400 -0.3697400 -0.3721900 -0.3552100 -0.8331700 -0.3655600 -0.3655600 -0.3691800 -0.8306700 0.0394780 -0.4268000 -0.3741900 0.8011100 0.7514500 -0.4217800 -1.2817000 0.3672300 -0.0488830 -0.0522610 -0.3562400 0.0000000 0.0111210 0.3346400 -0.3816800 -0.3816800 0.3870800 -0.4569300 0.0072217 -0.0015243 -0.0015243 0.2733200 -0.0421550 0.3846300 -0.4061700 -0.1061800 -0.1495200 -0.0447020 -0.6628400 0.1097900 0.1097900 0.000 -0.304 0.000 0.000 0.411 0.411 -0.365 0.328 0.000 0.000 0.000 0.273 0.000 0.400 0.400 -0.106 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5.8724274 6.2465525 6.6468683 9.4140340 1.2094534 9.2364474 10.1938814 10.5725025 11.7282799 10.5556072 10.4115867 11.8460875 -0.3755715 3.1480555 8.4041048 11.5319544 8.6986418 4.7330235 10.1829211 11.5983771 10.5600338 11.5642632 10.1103297 10.7405194 10.1397074 11.1232374 7.6824918 10.1915058 10.9072992 3.4824869 NA 5.4699901 9.4915784 10.0135939 9.9225630 7.1243467 10.4152561 5.1002334 TCGA-CV-5435 57 1 2319 1438 head and neck stage iva t4a n2b NA 19-3-2015 male 2000 1704 NA head and neck squamous cell carcinoma no NA 1959 05 white not hispanic or latino 107.60.0 1 4 NA NA 1 1 1 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.447536e-06 9.17826e-07 11.3970491 NA 11.1711303 1.1995624 9.8577982 11.1341621 8.3913862 13.9529288 7.9464367 7.2085758 6.7541753 9.0575678 -0.1223343 8.2912863 7.7511028 3.1255850 10.1497051 10.9740443 NA NA 10.1745748 7.5142833 12.0313689 -1.1224913 11.2219545 10.4437126 9.5641592 NA NA 2.8776657 NA 14.8333993 3.3370831 11.8472250 6.6655605 6.2175080 10.8120866 8.1584294 NA 0.8776657 13.7511027 8.5233169 NA 11.3358089 5.1676791 11.9850392 5.4775705 5.4923692 0.8776657 NA -1.1224913 1.6849982 NA 15.3863662 14.7260982 12.3486987 10.4365576 12.3036612 NA 3.9220551 2.4626282 13.4603886 0.8776657 8.6292025 11.8788908 -1.1224913 18.3831930 9.1421012 NA 6.7845498 2.5780934 11.8841600 2.7845459 10.0974321 7.3735134 2.1995938 9.5394367 9.9710762 13.3816669 12.1096297 11.0687178 NA 8.8986386 10.6077041 NA NA 10.5858803 10.3324720 7.1208330 2.0475733 NA 6.7664017 -1.1224913 9.6157508 NA 11.8533275 8.8755718 10.7414577 2.5780934 -0.2348048 12.6085532 7.8577982 10.4291362 4.3039268 10.1656653 10.2694392 1.1995624 8.9220527 7.8972495 11.3031368 7.2263871 11.3020874 NA 9.4070891 -0.1223343 3.0475907 -0.0082743 -0.0343590 0.9845200 0.6050300 1.6230000 0.0198830 -0.3231000 0.3644400 -0.2637200 0.3954600 0.3936900 -0.3289000 -0.3289000 -0.3312100 -0.3200900 0.0049969 -0.0032550 0.0136130 0.0231450 0.0000000 -0.0031859 -0.3179700 0.0155870 -0.3219300 -0.3033400 -0.1806800 0.6178800 0.6178800 0.2535400 -0.7031600 -0.3095600 0.0335490 -0.0082743 -0.1450200 -0.0343590 -0.6999800 -0.6777500 -0.6776500 -0.6849500 -0.7043100 -0.3045100 -0.3045100 -0.6836900 -0.6935100 -0.6935100 -0.6935100 -1.1043000 0.3644400 0.3644400 -0.2999200 -0.3289000 -0.3312100 -0.3268800 -0.3268800 -0.3268800 0.0049969 -0.0032550 0.0216030 0.0120970 0.0000000 -0.7035200 0.0085029 -0.3179700 0.0375000 0.0375000 0.0155870 0.0155870 -0.3033400 -0.3129600 -0.1806800 -0.6950500 0.0237060 -0.5704100 -0.5704100 0.2162200 -0.327 -0.327 0.000 0.000 0.000 0.000 0.000 0.000 -0.318 0.000 0.000 0.000 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2.4626282 10.5487573 10.4365576 5.1995860 3.9220551 7.7603015 10.1112782 0.4625759 9.1549459 11.4281649 12.1096297 11.0687178 10.8674079 10.6077041 11.7901737 -1.1224913 3.1995938 8.8518867 10.6817896 6.7294073 4.1630639 9.6157508 12.5338600 10.7414577 11.4722165 9.4070891 10.3262912 8.5606531 10.4291362 7.2912868 10.0431937 10.3148904 -0.1223343 NA 8.1232115 7.2467320 9.8649226 9.4531978 7.6946420 10.0350055 3.3370831 TCGA-CV-5436 65 1 584 584 head and neck stage iva t3 n2b NA 19-3-2015 male 2001 548 NA head and neck squamous cell carcinoma yes NA 1951 6 NA hispanic or latino 83.64.0 1 3 4 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 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 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2.01160298 9.93491539 9.80193642 9.64003358 12.48262806 11.67136092 1.01156720 11.58049413 10.53171548 13.96058570 9.95995515 5.62629895 8.78802104 9.16006452 11.67470127 9.96485316 8.24520756 10.73012084 9.73439548 9.77645952 9.96360113 9.02281526 7.67336632 14.85061949 3.01158509 10.21493602 11.59467073 5.09905109 6.05598300 0.01163876 9.08706711 0.01163876 9.32106425 8.20141234 11.07969444 10.39529227 10.62537744 11.28974699 11.89136264 2.47103134 1.59655355 6.72583384 9.02700306 6.79294773 7.10961965 9.54394395 11.43549176 11.61729899 12.18620163 10.79253776 10.60030265 9.83176690 9.63089085 8.12533029 10.55944650 10.02421245 0.59655355 NA 3.33350961 9.12716482 8.62997364 9.52334063 7.92447702 10.22651419 3.33350961 TCGA-CV-5439 62 1 546 546 head and neck stage iva t3 n2b NA 19-3-2015 male 2002 501 NA head and neck squamous cell carcinoma no NA NA 2 white not hispanic or latino 107.60.0 1 3 1 1 3 3 2 2 5 2 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 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10.753778 11.981181 10.212518 4.435395 12.555581 8.535605 11.649007 11.165915 10.224068 11.737752 13.375209 13.604760 7.412524 -1.205896 4.317702 10.076648 10.043844 11.3186801 11.8368237 12.5625295 -1.2058961 10.8974261 10.7055304 15.0024644 9.7541402 5.6270289 9.3009419 8.0749089 12.6524108 8.3131846 7.8921706 9.8716218 9.3108234 10.3332972 11.2386356 8.9091821 6.5490253 10.6972670 1.6015064 10.6656586 10.6579375 6.4736181 5.3019315 -0.2058961 9.7785569 1.3791219 9.4559165 7.4451904 11.6490067 11.7981832 11.0714258 11.0547639 11.2972187 -1.2058961 NA 7.5667832 8.6301888 6.6645028 3.4945820 11.6159123 11.5381312 11.2784578 12.3115617 10.4334790 10.8732898 8.6474480 9.6269888 6.2779550 10.1300870 9.9671908 5.2698710 NA 6.1250559 9.7224939 9.6889561 9.9628104 8.0108844 10.1724333 4.3791011 TCGA-CV-5440 52 0 NA 3270 head and neck stage iva t4a n2b NA 19-3-2015 male 2002 2732 NA head and neck squamous cell carcinoma no NA 1978 42 white not hispanic or latino 83.64.0 2 4 2 2 1 1 3 1 1 1 0 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10.3142541 10.5735267 -0.5927016 NA 6.4948268 9.7824030 4.9619520 2.2147154 10.2520693 10.4115841 9.8492703 13.2178348 10.4714327 9.4380308 7.5469153 8.9445821 7.6457687 10.7588550 8.8252161 NA 0.4074071 5.3380999 8.7992515 8.7932261 9.4585725 7.8911792 9.5772885 2.5772959 TCGA-CV-5976 50 0 NA 1478 head and neck stage iva t4a n2b NA 19-3-2015 male 2006 1478 NA head and neck squamous cell carcinoma yes NA 1972 02 white not hispanic or latino 107.60.0 1 3 4 2 1 1 3 1 2 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 4 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.668775e-06 6.675098e-07 10.50576442 NA 10.65575619 1.45759429 9.07508546 10.58657908 9.23322851 15.60298312 7.01603939 8.34788220 7.42051440 8.05194248 -1.54245824 9.36751129 8.10327679 2.36451640 10.95746398 10.54905351 NA NA 8.72557519 10.17057494 10.93107018 3.70554669 10.56188925 10.33758422 10.60004428 -1.54245824 -1.54245824 3.10148200 NA 14.46126779 7.06864287 11.22248973 6.70554530 5.88388226 11.70495230 2.77955390 NA 3.04257430 12.86023052 7.75223880 1.04257430 11.67693793 11.14165222 11.69063853 5.18553754 7.68403042 1.45759429 NA 0.04264434 2.54507876 1.45759429 14.38860788 15.63591893 12.49499947 11.23897782 11.93271820 NA NA 3.04257430 13.84718225 1.04257430 8.19402005 11.09220228 -0.54245824 17.90050696 9.47651373 NA 6.45761891 0.45764682 11.88506193 4.56614539 10.62722999 4.29050550 2.84993923 11.23384553 10.17615095 11.97552121 11.47251036 11.43203269 NA 8.39572734 10.84966719 NA 0.45764682 9.16928516 9.39939927 6.41181432 2.62753680 1.91704979 1.45759429 NA 11.11471325 -1.54245824 12.55078807 10.09137628 10.88230931 4.18554151 1.02318437 13.08401163 6.27779696 9.57362409 7.22910720 10.15040355 10.76424944 -0.54245824 11.55103568 8.79746796 10.75968583 7.48828523 12.68606106 NA 10.41254137 1.04257430 2.36451640 0.00000000 -0.01161100 0.02398700 -0.15158000 0.00390080 0.00390080 3.65690000 0.00833510 -0.53398000 0.49061000 0.98390000 -0.51825000 -0.51825000 -0.51825000 0.02426800 0.00055459 0.53907000 -0.09159600 -0.09159600 0.01098200 0.01098200 -0.18660000 -0.02288100 0.00055459 0.00055459 -0.05347600 0.00891750 0.06136500 0.17679000 0.00555290 0.00555290 0.00555290 -0.01161100 -0.01161100 -0.01489600 -0.52615000 -0.52615000 -0.52141000 -0.52141000 0.48975000 0.47238000 -0.50650000 -0.50650000 -0.15158000 -0.15158000 -0.24423000 0.01237600 0.00833510 0.00093888 -0.53398000 -0.51825000 0.02426800 -0.04577000 -0.04577000 -0.01119800 0.00055459 -0.49131000 -0.19462000 -0.51949000 0.01098200 0.01405100 0.01405100 -0.18733000 -0.06370300 0.00791750 -0.04346600 -0.02288100 -0.51589000 -0.51589000 -0.05347600 -0.05347600 -0.24618000 -0.38917000 -0.95464000 0.17679000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.187 0.000 0.000 0.000 0.000 0.000 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 -0.246 0.000 0.000 0.000 -0.521 -0.521 0.490 -0.017 -0.152 -0.152 0.000 0.000 0.000 0.000 0.432 0.966 -0.518 0.000 -0.389 -0.212 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.187 0.000 0.000 0.000 0.000 0.000 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 -0.246 0.000 0.000 0.000 -0.521 -0.521 0.490 -0.017 -0.152 -0.152 0.000 0.000 0.000 0.000 0.432 0.966 -0.518 0.000 -0.389 -0.212 11.0493742 NA 10.1281415 5.2125071 11.8177794 14.9001044 10.6206387 12.0820709 7.8195622 8.9938654 10.9462114 12.0722129 7.0723277 10.8049627 11.0642546 10.1995064 4.7247812 11.9755212 8.8786309 11.4725104 10.5447495 10.3990326 10.9926504 13.0633627 12.9863774 8.7545345 -0.5424582 3.8838847 9.4398988 9.0584602 11.0644859 11.8993952 8.9534730 -0.5424582 11.8484588 10.9216533 14.7363378 9.2116705 5.4688439 8.7996928 9.4262849 11.9590821 8.9212140 8.6585168 10.8231204 9.1484890 10.9574640 10.8603637 8.6572906 6.0198598 12.8602305 3.8151655 10.4872505 11.2389778 6.4632432 3.7795434 1.2649567 9.2066496 NA 8.7418640 10.7551076 11.4725104 11.4320327 11.4359711 10.8496672 11.2371323 1.2649567 2.2649867 7.8547793 11.6181199 3.5020123 3.7055467 11.1147132 11.2581136 10.8823093 12.3725638 10.6511435 9.6786010 9.0189062 9.5736241 7.7220609 10.7354866 10.1872389 0.4576468 NA 1.2649567 8.6247476 9.6870378 9.8912036 6.7568258 10.4917293 5.6670718 TCGA-CV-5977 66 0 NA 1840 head and neck stage iva t3 n2b NA 19-3-2015 male 2007 NA NA head and neck squamous cell carcinoma yes NA NA 3 white not hispanic or latino 107.60.0 4 6 3 1 3 1 2 1 2 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 1.974717e-06 9.734519e-07 9.08286170 NA 10.53082816 NA 8.79138009 10.54609487 9.08792819 16.02122321 6.23562559 8.78203205 5.98712755 8.13396880 NA 8.80836220 9.31122358 2.51679682 11.10145705 11.76710608 NA NA 6.92053032 2.51679682 10.93571439 -0.06809006 10.71238487 10.36282031 10.20796958 NA NA -0.06809006 NA 14.08377339 4.95421493 10.55023069 5.96526713 4.06112814 13.16088923 -1.06824131 -1.06824131 -0.06809006 13.85957682 8.93606575 -1.06824131 11.39358036 4.76473362 11.10333470 8.94307242 5.64609064 -0.06809006 NA NA 2.10178452 2.73920004 16.34845286 16.69291663 12.89057908 11.40199560 11.82001761 -0.06809006 NA 1.73920004 13.57778497 -1.06824131 8.15825724 11.27780475 -1.06824131 18.56840959 9.15101375 NA 6.82666288 -1.06824131 11.23876125 4.35810786 11.11857841 -0.06809006 0.93183431 12.07059692 10.35915798 10.98529591 10.76315235 10.04948824 NA 8.68840139 10.78359416 NA NA 9.05983952 7.20330787 3.63227985 NA NA 5.08159102 NA 10.35285804 NA 12.45626444 9.72452153 10.62533214 -0.06809006 1.64334827 12.85210495 6.73274541 9.47584366 10.62707346 9.22416668 10.74682810 0.51682202 10.39588026 8.27391959 10.51351650 7.84173793 12.29104562 NA 10.79293204 -1.06824131 1.73920004 -0.066118 -0.066118 1.151000 -0.127720 0.237830 0.237830 -0.061017 -0.074793 -0.117040 2.057800 2.065400 0.648650 0.648650 0.648650 0.625510 0.254800 3.656900 0.000000 0.000000 -0.119130 -0.119130 -0.171940 0.638830 0.708510 0.719990 0.193450 0.297400 0.297400 0.241090 0.295330 -0.972100 0.267530 -0.066118 -0.066118 -0.090493 -0.545400 -0.525730 -0.525730 -0.525730 0.302340 0.302180 0.302180 0.302180 -0.127200 -0.127200 -0.127200 0.237830 -0.082668 -0.082668 -0.117040 0.648650 0.648650 -0.118220 -0.115350 -0.094592 0.254800 -0.510630 0.000000 -0.119130 -0.119130 1.030600 1.027000 -0.162170 0.314020 0.314020 0.341080 0.638830 -0.526340 -0.526340 0.193450 0.193450 -0.491620 -0.654450 -0.608250 0.140550 -0.115 -0.115 -0.228 -0.483 0.000 0.000 -0.119 1.027 -0.162 0.188 0.314 0.341 0.639 0.709 -0.378 0.193 0.193 0.287 0.287 0.297 0.297 -0.492 -0.123 0.000 0.000 0.639 1.165 0.302 0.302 -0.127 -0.127 0.238 0.238 0.000 0.000 1.941 2.058 0.649 0.649 1.800 1.800 -0.115 -0.115 -0.228 -0.483 0.000 0.000 -0.119 1.027 -0.162 0.188 0.314 0.341 0.639 0.709 -0.378 0.193 0.193 0.287 0.287 0.297 0.297 -0.492 -0.123 0.000 0.000 0.639 1.165 0.302 0.302 -0.127 -0.127 0.238 0.238 0.000 0.000 1.941 2.058 0.649 0.649 1.800 1.800 11.600730 NA 9.861096 6.850708 11.292418 10.603382 8.089192 11.343621 7.914839 9.138860 9.934660 10.912699 8.385116 10.237907 12.916175 10.075228 3.869664 10.985296 9.647807 10.763152 11.117650 10.197460 11.098950 13.066330 13.490625 6.121670 -1.068241 4.141302 9.574799 9.429697 11.14342933 12.35206857 9.31230622 NA 11.12690970 11.12043398 12.46638756 10.19804607 5.35811138 9.46029923 8.25151744 11.71484334 9.28306056 8.10677073 10.66019088 10.34282639 11.10145705 10.94412052 8.56665611 4.32416254 13.85957682 -1.06824131 11.19804607 11.40199560 5.65976476 4.60427300 -1.06824131 9.83497377 NA 8.84473463 9.52149621 10.76315235 10.04948824 9.43765679 10.78359416 11.41868014 -0.06809006 -0.06809006 7.38717209 9.33805019 3.25377753 4.88604282 10.35285804 11.11641057 10.62533214 12.73486628 10.96973524 9.47584366 8.14859098 9.47584366 7.37892859 11.58536200 9.25377328 NA NA NA 7.89708126 7.69339635 9.93887239 7.64952134 9.79060329 4.90912504 TCGA-CV-5978 53 1 215 215 head and neck stage ivb t4a n3 NA 19-3-2015 female 2008 215 NA head and neck squamous cell carcinoma yes NA NA 5 black or african american not hispanic or latino 107.60.0 2 4 4 2 2 2 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.311001e-06 1.223768e-06 10.2976751 8.8878777 10.9090974 4.0115851 9.9466984 10.3775863 8.2846067 15.8413272 7.9466987 6.4266254 3.6490176 7.3599885 NA 8.6186443 8.8397833 4.3441610 9.1695898 10.4698047 -0.7432309 2.4266136 11.8246565 7.4758688 11.3952923 NA 10.8265561 10.7339528 10.6591796 4.3441610 1.2567088 5.5786278 NA 14.0370864 6.2679271 12.0860268 10.3553905 9.5022532 9.8379010 5.0640551 NA 2.2567088 12.7581645 8.5467193 NA 9.5965504 7.2946869 11.2605697 7.6317402 6.1146814 NA 0.2852246 -0.7432309 0.2566484 1.2567088 14.2329961 14.8672377 12.0974784 9.7939188 12.1626515 -0.7432309 2.0640551 5.2790701 13.7982811 3.6490176 9.7445406 11.7580401 1.2567088 17.0557269 13.0181478 NA 6.9914096 3.2566937 12.6075016 3.9571438 9.7929477 7.5046283 4.8112912 10.3924097 10.4582118 12.9918217 10.2616232 11.2538800 NA 8.4064474 10.9960592 NA -0.7432309 10.2928741 10.6301095 4.0115851 7.0511165 4.1146835 5.1146835 NA 10.6708572 0.8416511 12.6923707 9.7092712 10.4728401 -0.7432309 2.7278987 13.3358519 5.8265561 10.6752119 6.6996446 9.5218114 10.8069663 2.9571346 10.8175109 8.9536680 12.2828781 7.9947930 10.7644951 NA 10.3361853 1.2567088 6.5513207 0.0031910 0.1074500 1.1877000 -0.0189020 0.0083640 0.0083640 0.2529300 0.3429100 0.0513780 0.0513780 1.4675000 0.0479700 0.0479700 0.0479700 0.1038800 -0.3124900 0.2796700 0.4665600 0.0000000 -0.2982700 -0.2982700 -0.0094046 -0.0053992 -0.0928740 -0.0928740 0.0364950 0.2692300 0.2692300 0.0808890 -0.1227400 -0.5456200 0.1873700 0.0556580 -0.6626300 -0.2368000 -0.3147100 -0.3133000 -0.3133000 0.1463700 -0.3068600 -0.0411670 -0.0411670 -0.1116100 -0.6271300 -0.3026300 -0.3599600 -0.3275100 0.4461300 0.4507100 0.0513780 0.0479700 0.0479700 -0.0184900 -0.0046882 -0.3142400 -0.3124900 0.2584000 0.0000000 -0.3155100 -0.3155100 -0.0286280 -0.1135200 -0.0094046 -0.3180900 -0.3290100 -0.0053992 0.3053700 -0.0928740 -0.7031500 0.0364950 0.0464170 -0.3225100 0.0051359 0.0051359 0.0428740 0.000 0.000 -0.246 0.000 0.467 0.000 -0.298 0.000 0.000 0.367 0.367 -0.295 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.269 0.269 -0.323 0.582 0.000 0.000 -0.308 0.000 -0.266 0.000 0.294 -0.297 0.000 0.000 0.253 0.253 0.000 0.211 0.000 0.000 0.000 0.000 0.000 0.000 -0.246 0.000 0.467 0.000 -0.298 0.000 0.000 0.367 0.367 -0.295 0.000 0.000 0.000 0.000 0.000 0.000 0.119 0.269 0.269 -0.323 0.582 0.000 0.000 -0.308 0.000 -0.266 0.000 0.294 -0.297 0.000 0.000 0.253 0.253 0.000 0.211 0.000 0.000 0.000 0.000 11.2350535 -0.7432309 10.2583127 7.6996439 11.1439211 11.2148907 8.7202248 10.7768280 11.1763087 10.0281899 13.1926022 11.6892424 8.7079116 11.3000696 10.0232294 11.3504481 5.3939996 12.9918217 9.8612537 10.2616232 10.6692703 10.4322500 11.3214567 12.4772874 12.9407916 12.0437868 NA 1.2567088 9.3065491 10.4121512 11.0011139 11.9564898 10.6581134 1.2567088 11.4533026 10.5559084 13.6381055 9.3010947 8.7958591 9.5559085 9.3468129 12.1688413 9.1797158 8.0640556 9.9863212 8.8969454 9.1695898 11.0982648 9.5328248 8.5187952 12.7581645 3.0640551 10.5948797 9.7939188 5.7485525 7.5741129 6.5876170 10.0454188 -0.7432309 9.3200956 10.4039054 10.2616232 11.2538800 10.6043218 10.9960592 11.2268064 -0.7432309 3.7161349 7.4239176 10.6813916 7.9947930 5.5965506 10.6708572 11.6449869 10.4728401 11.8360164 10.3408445 11.1177874 9.9888679 10.6752119 7.4951051 9.5397889 10.8275049 2.2567088 NA 3.8416612 9.1013748 9.7354701 9.9718045 6.9501873 10.9162505 6.0380608 TCGA-CV-5979 26 0 NA 1315 head and neck stage iva t2 n2b NA 19-3-2015 male 2007 1315 NA head and neck squamous cell carcinoma no NA NA 2 white not hispanic or latino 107.60.0 1 3 3 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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11.19420294 11.72077279 NA 8.55528509 10.21155714 NA NA 8.55347148 7.81044439 7.42645514 0.91869153 -0.08130847 4.08858262 2.72602465 10.58621549 NA 12.72692073 9.38061041 10.97462058 NA NA 12.96595473 1.72600285 9.70843851 5.99547547 9.88898200 10.71267006 1.72600285 10.16004775 8.36987168 11.63247644 8.54619416 12.50526563 NA 9.53612791 -1.08130847 1.50360316 -0.00059704 -0.00059704 0.04138900 -0.15669000 0.02076300 0.02076300 0.02426800 0.02426800 -0.05282900 -0.20545000 0.57773000 -0.81950000 -0.81950000 -0.83833000 -0.00027724 0.02174400 3.65690000 0.01098200 0.01098200 0.00609280 0.00609280 -0.03217800 -0.04644800 0.89026000 1.63230000 -0.11221000 -0.02037600 -0.02037600 -0.10621000 0.00277450 0.00277450 0.53678000 -0.00059704 -0.00059704 -0.00059704 -0.85887000 -0.82301000 -0.82301000 -0.78117000 0.00085052 0.03340800 0.03340800 0.04572200 -0.72809000 -0.72809000 -0.76064000 0.02076300 0.02426800 0.02426800 -0.03054000 -0.81950000 -0.00027724 -0.84523000 -0.12940000 -0.12940000 0.02174400 -0.83720000 0.01098200 -0.85607000 0.01502800 0.00875280 0.64158000 -0.81778000 0.91683000 0.91683000 -0.04644800 -0.04644800 -0.81589000 -0.81589000 -0.11221000 -0.10132000 -0.84235000 -0.05563400 -0.09814300 -0.09814300 -0.129 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.819 0.000 0.000 0.074 -0.816 -0.112 -0.112 0.000 0.537 0.000 0.000 -0.813 0.000 0.000 0.000 -0.815 0.000 0.000 0.000 -0.102 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 -0.819 -0.819 0.000 0.000 -0.129 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.819 0.000 0.000 0.074 -0.816 -0.112 -0.112 0.000 0.537 0.000 0.000 -0.813 0.000 0.000 0.000 -0.815 0.000 0.000 0.000 -0.102 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 -0.819 -0.819 0.000 0.000 11.014057 NA 9.689589 3.726014 12.305870 11.836761 9.867028 11.498212 9.458788 8.849398 10.347021 11.826490 7.185447 10.497505 11.859341 10.369356 4.674619 11.794316 9.000809 11.194203 10.849398 10.362640 10.947602 12.728013 12.704521 3.619096 -1.081308 3.503629 9.252934 9.754711 11.35302797 12.48602233 11.36987147 NA 11.36651849 11.01141751 14.26921770 9.78362035 4.70001795 9.49041309 9.27621236 12.29966248 8.62138707 8.35537180 10.41701101 8.91301385 8.59461722 11.15048155 7.83453994 5.80130354 14.50576396 1.50360316 10.80053910 10.93058641 6.88444407 3.87285830 -1.08130847 9.22699951 -0.08130847 8.01932273 10.09483355 11.19420294 11.72077279 11.52251852 10.21155714 11.36548521 0.50365404 0.91869153 6.68021182 10.37757962 3.87285830 -0.08130847 10.58621549 11.36909842 10.97462058 12.07046973 10.34177632 9.18661742 8.64146800 9.70843851 8.09856957 10.41999998 10.38677528 0.50365404 NA 2.24058910 8.73752994 9.61562798 8.86848707 7.68684435 9.54162731 4.41051071 TCGA-CV-6003 50 0 NA 1665 head and neck stage iii t2 n1 NA 19-3-2015 female 2007 1246 NA head and neck squamous cell carcinoma yes NA NA 01 white not hispanic or latino 107.60.0 1 3 3 1 3 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 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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11.8351196 0.9962441 6.1255147 NA 11.5755468 4.9410875 11.1472474 6.7511182 3.5322796 12.0601652 10.2446328 11.2168510 9.1510490 8.2926884 7.1741487 8.3199611 10.3738752 NA NA 8.6241294 7.4912863 5.7403906 NA NA 5.9316901 1.2592424 10.6767662 NA 12.3999885 8.4910626 10.7990703 3.9962351 -0.6386808 12.6887592 4.3747404 9.1063122 6.1005677 9.0332834 10.4900863 1.4816606 8.5197927 8.6487174 13.0099024 8.9422600 10.2862497 0.2593026 8.1337346 0.6742799 2.4816606 -0.1391700 -0.0956480 0.9100800 -0.1584900 0.2460700 0.2460700 -0.1313500 -0.1313500 0.4587100 0.4587100 1.3429000 -0.0023553 -0.0023553 0.0059476 -0.0521930 0.2091600 0.8429200 0.6475000 -0.1264200 0.2001500 0.1948200 0.1712100 0.1437000 -0.0760580 -0.4812300 -0.2511600 0.1843400 2.1133000 0.0000000 -0.1363900 -0.1363900 -0.1363900 -0.1270700 -0.0956480 -0.1173000 -0.5046300 -0.5046300 -0.5046300 -0.4757500 0.4987400 -0.4676800 -0.4676800 -0.4655800 -0.4920400 -0.4920400 -0.1499000 0.2460700 -0.1313500 -0.1533600 0.4587100 0.0059476 0.0059476 0.1694100 0.1647000 0.1647000 0.2100400 -0.4779700 -0.1264200 0.1429500 0.2001500 0.5253800 0.5253800 0.1820700 0.1879800 0.1879800 0.1437000 0.1437000 -0.4763800 -0.4892000 -0.2511600 -0.2600100 -0.5102200 0.0000000 0.0000000 0.0000000 0.165 0.165 0.210 0.210 0.521 -0.126 0.200 0.525 0.182 0.145 0.145 0.144 0.144 -0.476 -0.476 -0.251 -0.251 -0.136 -0.136 0.184 3.469 -0.510 -0.199 -0.139 -0.139 -0.476 0.434 0.038 -0.461 -0.158 -0.492 0.246 0.246 -0.131 -0.131 0.459 0.459 0.000 0.000 0.000 0.000 0.165 0.165 0.210 0.210 0.521 -0.126 0.200 0.525 0.182 0.145 0.145 0.144 0.144 -0.476 -0.476 -0.251 -0.251 -0.136 -0.136 0.184 3.469 -0.510 -0.199 -0.139 -0.139 -0.476 0.434 0.038 -0.461 -0.158 -0.492 0.246 0.246 -0.131 -0.131 0.459 0.459 0.000 0.000 0.000 0.000 10.6900663 NA 9.3645453 6.2667603 11.2878620 10.4325176 10.3009244 11.2209561 7.0666199 8.3342988 12.1550930 11.9562328 7.1172462 10.4387597 9.4466173 9.6952828 5.3581395 11.2168510 9.0921554 9.1510490 10.5668456 10.1716557 9.8479798 12.7857262 13.2552679 7.9055242 -0.3257201 5.7828279 9.0590865 10.3436308 11.6020807 12.6898049 10.9384521 -1.3255393 10.5048180 11.5967013 14.2249582 9.1296300 4.5569444 8.7241513 8.2945224 11.2207150 10.1657750 8.0773146 10.4540221 9.6897178 9.2844047 10.9823573 7.9689236 5.7828279 12.7225342 0.6742799 10.7644152 11.7185261 6.3747422 5.0493432 -0.3257201 9.1641507 NA 9.3334067 10.0378899 9.1510490 8.2926884 11.3367486 10.3738752 11.5381019 1.4816606 0.9962441 6.4816574 9.0318547 4.1337361 1.4816606 10.6767662 11.2120065 10.7990703 12.1809822 10.5248803 9.8672120 8.7118497 9.1063122 7.3145479 10.6480001 10.2317665 1.6743251 0.6742799 2.8442249 7.7128379 9.1182824 9.7063485 8.1275734 10.2427340 4.3747404 TCGA-CV-6433 57 0 NA 641 head and neck stage ii t2 n0 NA 19-3-2015 male 2010 405 NA head and neck squamous cell carcinoma yes NA 1970 0 white not hispanic or latino 107.60.0 4 5 2 2 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.33502e-06 4.171937e-07 10.2785209 NA 10.6758211 NA 9.4148112 11.7377792 8.9103588 16.6153917 6.9622991 8.5409200 7.2918006 8.3086958 NA 8.0340434 9.9256513 5.5598619 13.7087690 10.9536716 NA NA 4.5723501 10.7865040 10.6369558 NA 9.8124036 10.8423657 9.9195537 NA NA 1.0363275 NA 14.0478762 7.3253963 10.2607836 9.5385347 3.4692608 11.2271119 1.2993619 NA -0.2856006 12.2217944 8.7573987 1.0363275 10.7851632 2.3396505 10.9048134 4.4422933 6.8691891 NA -0.2856006 1.0363275 5.4558368 3.1737990 15.7452534 15.9227331 13.1674491 11.4013096 12.2646372 NA -1.2856006 -0.2856006 12.5645583 3.7587615 8.3797072 11.3359654 1.5217041 17.0992142 12.0877804 NA 6.7199966 -0.2856006 11.4124249 5.2062251 10.3063611 3.2379308 7.2379336 11.0320667 9.7865041 12.2807525 11.7280430 10.4039326 NA 8.8307155 10.8371994 NA NA 9.2271119 9.5353481 6.1901052 1.0363275 NA 9.0430464 NA 10.6469553 2.1737990 13.3103281 8.8636359 11.4158945 -0.2856006 4.5768244 13.5585868 7.4659157 10.9483326 4.5723501 9.4167087 9.1489997 0.7143994 11.4928593 8.5425080 11.3439557 7.9599243 11.8657051 -1.2856006 9.4200038 NA 4.7143719 0.01207200 0.01207200 1.25290000 -0.06775400 -0.00081936 -0.01328900 -0.71240000 -0.00819690 0.68065000 0.68065000 0.68158000 0.67786000 0.69649000 0.65035000 0.75926000 0.59293000 -0.69894000 0.00163940 0.00000000 -0.02222000 -0.02222000 0.01095700 0.01779900 0.66066000 0.63277000 0.01430500 -0.00791100 2.46140000 1.63100000 0.00817100 -0.70138000 0.52552000 0.01207200 0.01207200 -0.69298000 -0.00099494 -0.01628500 -0.01628500 -0.01628500 -0.02002500 -0.02002500 -0.02002500 -0.02949700 -0.01521600 -0.00168760 -0.00701860 0.02129800 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11.006405 10.352807 10.964077 12.688007 13.625295 11.326318 2.621267 3.668573 9.684477 10.639184 9.6242645 10.9171075 12.6580767 2.9622899 10.7090784 9.9219959 13.5105084 8.5345503 10.0888676 9.0519933 8.2899105 13.4707714 10.0017664 9.5527874 11.0413626 9.4371790 13.7087690 9.7367391 10.6987899 8.7723631 12.2217944 3.9997746 9.9916587 11.4013096 6.8691891 7.4148112 0.7143994 10.4899817 -1.2856006 9.1748273 9.0653106 11.7280430 10.4039326 10.3286212 10.8371994 11.5313550 NA NA 9.0135795 11.2132206 10.9158827 1.5217041 10.6469553 11.1258824 11.4158945 11.9385238 10.8258332 10.6528484 9.9365626 10.9483326 8.1717523 11.0441677 10.2646372 2.7143774 NA 6.9479910 10.3383397 8.8150339 8.7408949 9.1921298 9.9605182 4.2379308 TCGA-CV-6436 62 0 NA 1899 head and neck stage iva t4a n0 NA 19-3-2015 male 2007 NA NA head and neck squamous cell carcinoma yes 9.5 1960 0 white not hispanic or latino 107.60.0 3 6 3 1 3 3 2 3 4 2 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 4 0 0 0 0 0 0 0 0 4 0 0 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12.6290899 2.9730418 1.9730602 11.9886624 10.5750842 10.4757380 11.0349016 9.7374459 NA 7.9272446 10.5867061 NA NA 7.4418179 7.9071605 3.4876150 -0.8341845 4.8381198 5.7202812 -0.8341845 10.8081963 0.7506922 13.5498025 7.9482656 10.6246125 3.2531573 5.5055448 13.8444585 3.2531573 8.8661331 9.3592187 9.1841300 9.4159916 NA 10.7440660 7.4230814 10.9096862 8.6271727 11.7303192 -0.8341845 10.7660709 NA 2.1656869 -0.00057800 0.00944910 -0.00033482 0.00000000 -0.01078400 -0.01078400 -0.00069303 0.00110930 -0.20311000 0.19786000 0.21253000 0.36002000 0.36002000 0.36166000 0.37792000 -0.00083160 -0.00083160 -0.00365590 -0.00152430 -0.00193990 -0.00193990 0.00684270 0.00184120 -0.00109260 0.00083195 0.00652620 0.00360760 0.00360760 0.01864800 0.00291330 0.00291330 0.00291330 -0.40760000 0.00944910 0.00093959 0.00555290 0.00555290 -0.00033482 -0.00033482 -0.00138580 -0.00138580 -0.00138580 -0.00138580 0.00000000 0.00000000 0.00000000 -0.01037000 0.00110930 0.00110930 -0.20311000 -0.35738000 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9.474032 NA 3.253157 9.037599 8.697075 10.1901404 12.2316143 11.9932345 0.1656869 9.3727077 11.5703027 14.4270166 9.5232454 5.6251243 8.0017437 7.7279354 11.4797100 8.7029117 9.2663555 10.7178820 9.6292176 9.3653656 9.9230834 7.7431224 6.9730487 11.9174466 5.4694725 9.8816553 13.0635388 6.1314784 5.4136212 NA 10.0800784 NA 8.5537107 7.1713179 11.0349016 9.7374459 10.7072740 10.5867061 10.6580472 3.4876150 NA 6.7125875 9.1557973 6.6003218 4.2949736 10.8081963 10.4330652 10.6246125 13.2164773 11.0680684 10.8604864 8.5750842 8.8661331 6.8521936 11.1461899 8.7581502 3.8095482 NA 6.0483365 9.7895382 9.4819748 8.6951239 7.3604503 8.8867925 2.4876150 TCGA-CV-6441 60 1 292 NA head and neck stage iii t3 n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes NA 1970 0 white hispanic or latino 107.60.0 2 5 2 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.5876260 5.0458230 11.2764126 NA 8.7665627 10.7513647 2.8853596 NA 8.5359880 11.2356478 6.5987954 3.2573275 NA 6.1729355 -1.2022399 11.6645951 6.1554477 13.6962137 9.5608592 11.0170643 3.6052454 -0.6560806 12.9616241 7.4525320 10.7097821 8.4948632 9.2336805 7.1016763 1.7978846 9.8565640 8.5035280 11.5483934 8.1288125 11.3500845 NA 9.2746421 -0.2020740 3.2573275 -0.0186480 0.0214710 0.0484730 2.5735000 -0.7671400 -0.7671400 -0.0199930 0.7958900 3.6569000 -0.0168340 0.0084084 -0.3912000 -0.3912000 -0.3746800 0.4816600 -0.3627500 -0.3390500 -0.7685100 0.0237140 0.8758800 0.0070905 -0.3628700 0.0324300 0.3913200 -0.3724500 0.8798700 -0.3832400 0.0223120 -0.1958700 0.0458580 0.0253980 -0.0664910 -0.0271050 0.0214710 -0.0028403 -1.2929000 -0.7660300 -0.7834400 -0.7812900 -0.0615470 -0.7475900 -0.7475900 -0.7874500 0.0407500 0.0244770 -0.3573700 0.0465670 0.7930300 -0.7911700 -0.1376200 -1.2929000 0.3909900 0.0084822 0.0084822 0.4233500 -0.3408900 -0.3516700 -0.0153210 -1.1672000 -0.3825700 0.0298960 0.0440000 -0.7961100 0.0125240 0.0125240 -0.7585700 0.0324300 -0.3724500 -0.3724500 -0.3099000 0.3782600 -0.3504100 -0.1871200 -0.1871200 -0.1871200 0.000 0.350 -0.363 -0.363 -0.769 0.000 0.000 0.000 -0.359 0.000 0.000 -0.340 0.000 0.391 0.019 -0.327 -0.327 0.000 0.000 0.000 0.000 0.000 -0.341 0.000 0.000 -0.783 -0.783 -0.748 -0.748 2.574 2.574 -0.767 -0.767 0.000 0.000 0.000 0.000 -1.293 -1.293 -0.187 -0.187 0.000 0.350 -0.363 -0.363 -0.769 0.000 0.000 0.000 -0.359 0.000 0.000 -0.340 0.000 0.391 0.019 -0.327 -0.327 0.000 0.000 0.000 0.000 0.000 -0.341 0.000 0.000 -0.783 -0.783 -0.748 -0.748 2.574 2.574 -0.767 -0.767 0.000 0.000 0.000 0.000 -1.293 -1.293 -0.187 -0.187 10.139415 -1.202240 11.199111 3.967823 10.933284 10.301717 10.940003 12.716200 8.489639 8.564425 10.398273 10.746263 7.621263 9.542730 10.072856 11.132448 5.147331 12.587626 9.990189 5.045823 10.155448 9.802116 11.724933 13.925371 12.477156 11.254507 -0.202074 2.797905 9.501799 12.382976 11.5511125 12.6412280 11.5602778 NA 11.7167590 11.6601457 15.4323641 8.1288125 6.7978962 9.4226911 8.0243080 12.4819869 8.5791243 9.4498444 10.7502730 10.1902132 0.3828332 10.4061506 8.3809787 8.1837579 9.0775063 -0.2020740 10.4453542 11.1116291 7.5017990 1.7978846 1.9678326 8.1243250 0.3828332 7.0786664 8.4525316 5.0458230 11.2764126 11.3863762 10.7513647 10.6698010 2.2573124 4.7047890 9.9438279 11.2072867 5.7404095 2.4983275 11.6645951 11.2173293 11.0170643 13.8074183 11.0085671 11.0856082 8.2051638 10.7097821 8.0529245 10.6394601 10.3190054 NA NA 10.1170033 10.1821183 9.8538560 9.4694369 7.6774793 10.8126137 5.1902119 TCGA-CV-6933 53 1 2741 NA head and neck stage iii t3 n1 NA 19-3-2015 male 1998 NA NA head and neck squamous cell carcinoma yes 60 NA 1 white not hispanic or latino 151.54.0 1 2 2 3 2 2 1 2 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 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6.1727895 2.9312103 10.7007655 9.9977408 14.3278679 11.5443786 10.5986104 -1.6538090 8.5098902 10.7329115 NA NA 9.5720504 9.6414355 6.1664202 1.3462478 6.2651030 7.2196845 -0.6538090 10.2609995 1.9311914 12.5152260 9.2899421 10.9778724 2.3462478 2.4269088 13.2710067 3.2531270 9.9240518 6.7891841 10.4706204 9.5569120 1.3462478 8.6704212 7.8717611 11.3977894 7.8834589 11.9975166 NA 11.1970135 1.3462478 4.7212797 0.435370 2.723300 1.299200 1.073800 0.324850 0.324850 3.656900 2.334900 -0.312950 0.332050 0.330760 -0.401190 -0.401190 -0.395080 0.325430 -0.395480 0.806750 0.676230 -0.032860 0.414630 0.414630 0.000000 0.310210 -0.385490 -0.381120 2.317500 0.249650 0.249650 0.597980 -0.394190 -0.022744 0.288180 0.435370 0.143840 -0.258050 -0.396790 -0.382800 -1.201500 -0.403400 -0.397080 -0.077745 -0.077745 -0.174360 -1.156400 -0.419020 -0.395970 0.338690 -0.231780 -0.231780 -0.308620 -0.401190 0.325430 -0.415530 -0.103290 -0.103290 -0.383020 -0.190240 0.313540 0.347350 0.414630 -0.135310 0.265300 0.000000 0.201520 0.160850 0.310210 0.306150 -0.381120 -0.381120 -0.416520 -0.403960 -0.015604 -0.655570 0.019503 0.542770 0.000 0.000 -0.383 -0.190 0.676 0.000 0.415 -0.121 0.000 0.202 0.202 0.310 0.310 -0.385 -0.385 -0.301 -0.404 0.314 0.314 0.250 0.250 0.000 0.214 0.379 -0.258 -0.060 0.322 -0.319 0.000 -0.061 -0.396 0.325 0.325 0.342 0.342 -0.270 0.000 -0.395 -0.070 0.000 0.543 0.000 0.000 -0.383 -0.190 0.676 0.000 0.415 -0.121 0.000 0.202 0.202 0.310 0.310 -0.385 -0.385 -0.301 -0.404 0.314 0.314 0.250 0.250 0.000 0.214 0.379 -0.258 -0.060 0.322 -0.319 0.000 -0.061 -0.396 0.325 0.325 0.342 0.342 -0.270 0.000 -0.395 -0.070 0.000 0.543 10.955188 NA 10.385262 6.046681 12.045488 15.724238 10.757222 12.201596 9.968292 9.808743 13.713041 11.112355 7.627011 10.864156 11.625561 10.433040 5.700004 14.327868 9.927441 11.544379 10.706539 10.223525 10.869067 12.951498 12.997404 11.983884 -0.653809 3.204219 9.159220 9.834081 10.20071939 12.30288900 12.05392327 0.66820991 11.19857500 10.56873367 14.59054756 9.20499875 7.62469020 8.39880867 9.07755973 12.08749689 9.32711562 8.26956807 9.36165564 9.72886470 10.01778164 10.84832647 8.60362857 6.13414289 13.20897480 2.66816452 10.37068773 9.88102981 4.96095183 4.70379286 2.04666567 9.20188768 -1.65380897 9.48579188 9.93869761 11.54437864 10.59861039 11.02462068 10.73291148 11.08918151 2.99010169 -0.06884647 7.50358726 10.00623644 5.28875351 7.09443350 10.26099949 11.31364697 10.97787241 11.51475601 10.23460335 10.39472752 9.55203386 9.92405177 8.09275503 9.47294504 10.21621997 1.66816452 NA 6.76409266 9.25241708 9.47809755 9.36235241 6.78503260 9.53173546 4.57505814 TCGA-CV-6934 66 1 65 NA head and neck stage iva t3 n2b NA 19-3-2015 female 1998 NA NA head and neck squamous cell carcinoma yes 1 1948 3 white not hispanic or latino 151.54.0 1 7 4 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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11.7534503 5.0528940 9.8188716 6.1628122 6.2545279 10.8053313 9.5591032 12.4132388 11.3107542 12.2799493 -0.2689906 8.4532052 10.7365914 NA NA 9.4033921 11.0155982 7.0618842 5.3159285 1.7309660 8.0573961 NA 11.3116965 2.1460035 12.4871757 10.0792302 10.8013115 8.2294836 3.7219194 13.2888294 4.5553929 10.5047490 9.0332250 9.9439131 12.4047176 1.8464331 10.6572629 8.7431258 12.0214657 7.9993140 12.2916977 2.3159429 10.2765749 3.5722712 6.1958535 0.0036467 -0.0093161 0.5734900 -0.0221570 0.0118580 0.0118580 0.8647900 -0.0110210 0.3155100 0.3155100 0.3155100 -0.3755800 -0.3755800 0.0871410 0.0000000 0.0682750 0.0682750 -0.0114340 -0.0114340 0.0708570 0.0708570 0.1394300 -0.0248970 -0.0882050 -0.0882050 -0.0434280 0.0983100 0.0983100 0.0048970 -0.0303650 -0.0155650 -0.0155650 -0.0093161 -0.0093161 -0.0093161 -0.3806400 -0.3806400 -0.3806400 -0.3874700 -0.3831000 0.0019808 0.0019808 -0.3754600 -0.0221570 -0.0221570 -0.0221570 -0.3967200 -0.0110210 -0.0110210 0.3155100 -0.3755800 0.0000000 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12.3641134 11.5428767 0.1460035 0.4679055 9.2080504 10.2620233 11.0092227 12.1961931 11.1967033 2.7309660 11.3140496 10.1835513 14.1071133 9.3657778 8.5659646 8.7300272 9.4296716 12.6372311 8.2869366 8.3566756 10.3957104 9.3603234 9.5286284 11.0951015 7.9339072 7.7082466 12.8709445 3.4679315 10.8752002 10.4941793 5.9914946 7.5057536 2.0529027 9.8853631 0.4679055 9.0730415 10.3324281 11.3107542 12.2799493 11.0918139 10.7365914 11.2984477 3.2752902 5.5123280 10.0944555 11.4083929 6.3259134 6.1117888 11.3116965 11.7367084 10.8013115 12.1940654 10.2344613 10.4690591 10.4514961 10.5047490 8.4127908 10.2397520 11.3132955 3.3159285 -0.8538662 7.1375261 9.5612074 9.9709631 10.0972891 8.5992750 10.3367550 5.0408223 TCGA-CV-6935 67 1 295 NA head and neck stage iva t3 n2c NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes NA 1969 04 white not hispanic or latino 151.54.0 1 4 2 2 2 2 1 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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19.0622110 10.0786405 NA 6.7359378 1.5098478 11.9057101 2.7025246 9.6362057 3.3463754 2.8724348 10.6468611 9.9954119 12.9678913 12.0585543 11.8886293 0.2874723 8.2043520 11.3017306 NA NA 9.7846641 9.9908044 6.7193231 6.6154045 3.0948272 5.8110394 NA 10.6417270 7.8598621 13.5273744 9.9016353 11.1041946 4.5354060 -0.3120435 13.2376689 7.3024278 9.9570123 7.4167604 10.5570134 10.4029548 1.2874723 11.9725183 8.9516286 12.0051540 8.1055272 11.5649587 NA 11.0586919 -0.2974311 3.6567137 -0.0069948 0.5764800 0.8864600 0.0235660 0.0242680 0.0242680 0.1568100 0.1514900 -0.6328200 0.0249690 1.4853000 -0.7674900 -0.7674900 -0.0239770 -0.0418380 0.0221640 3.6569000 0.0595080 3.6256000 0.0324220 0.0098669 0.0019972 -0.0182990 0.6476300 -0.6151800 -0.0529360 0.0000000 0.0000000 1.1707000 -0.7546900 -0.7545200 0.6824900 0.0137720 0.0137720 -0.1529800 -0.7786300 -0.7786300 -0.7577100 -0.7577100 -0.7690400 0.0351000 -0.7507200 -0.7633800 0.0235660 0.0235660 0.0158660 0.0248290 0.1402800 -0.6772900 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11.544669 14.461357 12.814625 11.141047 -1.297608 NA 8.592779 9.803834 11.2253418 11.5288649 11.3384599 -1.2976084 10.7686043 10.9225911 14.7483807 8.1802732 5.5098700 8.0840579 9.5401430 11.8379038 9.0013795 8.3282239 10.7942810 9.5234918 10.9701796 9.6625171 7.3209007 7.0017234 13.0228926 3.9504404 9.8911040 10.7843314 6.1619461 4.7686025 5.4969321 9.3472728 NA 8.8162573 10.3222766 12.0585543 11.8886293 9.8985024 11.3017306 11.6417270 1.0244615 -0.2974311 8.7559251 10.4094427 7.8997315 5.6094063 10.6417270 11.0080069 11.1041946 12.3220473 10.2416738 9.9198670 8.4822344 9.9570123 8.1822955 10.4883762 10.6890682 -1.2976084 NA 8.9156192 7.4790139 8.0017229 8.9349360 7.7605071 10.6109077 3.7899796 TCGA-CV-6936 68 1 166 NA head and neck stage iva t4a n2c NA 19-3-2015 male 2004 NA NA head and neck squamous cell carcinoma yes 1 1952 5 white not hispanic or latino 151.54.0 2 7 3 1 2 3 1 3 4 2 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 6 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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8.7322851 11.6335642 11.3017805 10.2277524 10.3274827 13.4838350 12.2723917 7.4299297 0.8753083 2.8753476 9.5034827 10.4299298 10.5864343 12.4039579 12.1463176 -0.1246917 11.9975219 11.1454416 13.1751653 9.9851717 7.0977330 9.9676577 9.6402126 11.3633485 9.8908443 8.4350368 9.6648746 8.8678072 2.1972678 10.4537137 9.5143801 8.1653598 10.3818139 1.7497917 10.4037952 9.9046283 7.6933908 7.0684559 1.2903654 9.4209491 1.0977456 9.4028181 7.3456607 11.6335642 10.8437678 9.9000191 11.5103033 10.6775880 4.5571650 3.9628081 10.5448580 10.0949130 7.7498104 5.6302278 10.6797410 11.3890686 10.9418787 12.0977334 10.5667938 9.3818139 8.5595052 10.1877627 7.8487994 7.9503745 9.9908182 3.1483647 -0.3591940 4.9342334 9.6299223 8.9977375 9.5798211 6.9873459 9.5975794 4.0452682 TCGA-CV-6937 71 1 624 NA head and neck stage ii t2 n0 NA 19-3-2015 male 2003 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 164.62.0 1 4 3 3 2 3 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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0.9498711 13.8965064 0.9498711 8.4812860 10.4263134 NA 17.5906392 9.6572638 3.0653827 6.7224947 3.1722955 11.5667598 4.6503452 10.1089350 7.7268857 5.4942268 11.1356060 10.0894560 11.8610470 10.7796274 10.8894839 NA 8.3564639 11.6069253 NA NA 9.6282113 10.1747103 7.8607971 5.9499037 NA 7.6503445 2.9499084 10.6578389 6.6223301 12.7161575 9.2522695 10.2009925 0.3649086 0.9450833 12.6668670 7.2658091 9.4298197 5.3649436 9.7149088 9.7025640 1.3649646 8.2009927 9.4864757 11.4134291 8.4011159 11.0047351 NA 10.1289844 -0.6350914 2.6868815 1.761000 -0.063032 0.635180 1.412700 0.113740 0.113740 0.050491 0.050491 -0.282870 0.608460 1.376400 -0.279840 -0.279840 -0.279840 -0.262270 0.182980 0.186460 0.880660 -0.092742 -0.040209 -0.040209 -0.035176 -0.026246 0.251050 0.235500 -0.228340 3.656900 0.192230 0.082909 0.324950 -0.254430 0.411280 -0.063032 -0.063032 -0.063032 -0.276550 -0.276550 -0.282270 -0.282270 -0.111290 -0.104870 -0.104870 -0.256110 0.000000 0.000000 0.634260 0.113740 0.050491 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10.5298491 12.6190703 10.9745827 9.9592668 0.3649086 2.9499084 8.9328983 9.0106006 10.9108720 11.9473194 11.1634139 NA 10.7859550 11.1998082 15.1214190 10.2536854 5.8727377 9.1706860 8.6846143 11.8821194 7.4019947 9.5707354 10.2166912 9.7213942 6.3536268 10.3873100 8.0267204 11.0510049 11.4799858 2.1722955 10.3907739 10.0087984 5.7912072 4.0088006 5.5146904 9.1148116 -0.6350914 9.3059897 10.4004286 10.7796274 10.8894839 10.0195782 11.6069253 10.5522943 4.1198293 8.5596991 8.1658421 11.4867994 6.6128700 7.4093366 10.6578389 10.3162269 10.2009925 12.7970925 11.2886411 10.7197425 8.2166911 9.4298197 10.6732812 9.8006125 9.8963236 1.6868815 3.7572580 2.5348585 9.7228900 8.7508044 9.6152406 9.2658089 10.9897376 5.6687233 TCGA-CV-6938 87 1 144 NA head and neck stage ii t2 nx NA 19-3-2015 male 1996 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 151.54.0 3 6 4 2 3 3 2 3 NA NA 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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10.0755788 10.5264933 12.6965517 13.1985959 9.8281230 1.0821576 0.4972291 9.1941735 9.8146187 11.1338307 11.9169029 10.5216531 NA 10.9774914 11.5084333 14.9447407 9.4367852 7.0594483 9.1410623 8.4070991 12.2477037 8.8187509 8.3395565 11.0074757 8.5497743 9.7557721 10.7486885 8.9150586 6.1976453 12.0089587 1.8191368 10.0746349 11.5122726 6.1837068 5.9890595 0.4972291 10.2826585 NA 9.2637349 8.2981061 10.3117885 11.6802210 11.1950424 10.8830685 11.7442435 3.3045548 0.4972291 7.8055453 9.9245189 6.3300958 2.4972036 11.5150584 11.2416195 11.0651621 12.4020288 10.7528248 10.4716207 10.1572019 9.7771300 6.9484175 10.4070992 9.5402333 3.4040993 -0.5028731 3.3045548 9.8087613 9.8202608 9.7403800 5.9729384 9.9940598 3.8895222 TCGA-CV-6939 60 1 666 NA head and neck stage iva t4a n2b NA 19-3-2015 male 1994 NA NA head and neck squamous cell carcinoma yes NA NA 2 white NA 151.54.0 3 5 2 2 2 2 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.485037 11.295306 4.324782 13.038723 11.565422 12.139300 11.109891 11.232225 11.600629 12.183826 13.004168 10.798474 3.154616 1.207081 9.677018 10.962211 10.9519190 11.5249822 12.7915780 1.3997180 11.6201086 10.6067446 14.6204668 8.1843651 8.7429160 8.7473515 9.4885184 12.8746403 9.6689855 8.6152633 10.2111049 8.4792152 10.8774885 10.9641179 9.8855596 9.1267997 13.2532835 3.6091876 9.8805204 10.2334110 5.7747686 7.9809307 2.1001703 9.7769408 -1.6003367 9.4283271 10.4745407 12.1392999 11.6461740 11.4626196 11.6161730 11.6746907 1.3997180 -0.6003367 9.7768431 11.2171137 8.4468542 4.3539231 10.9313554 11.5485246 10.2322247 12.0085626 10.1148343 10.0413305 10.3477324 10.9611447 7.1546176 10.2262788 10.7359578 3.8259993 0.7216789 10.4732024 9.6275687 10.6831080 9.8027422 8.4885186 10.6521000 5.6943509 TCGA-CV-6940 80 1 804 NA head and neck stage iii t2 n1 NA 19-3-2015 female 2002 NA NA head and neck squamous cell carcinoma yes NA NA 1 white not hispanic or latino 151.54.0 2 4 3 1 1 1 3 1 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12.7439410 12.5141848 10.3003282 12.5022741 NA 0.3273425 2.9903196 13.5436901 1.0643310 8.6356873 11.8504202 -1.2577350 18.1171197 10.1749278 -1.2577350 6.4005977 0.3273425 12.2672948 4.2018142 9.9426715 6.5237454 3.6492820 10.6007554 10.5976437 12.9715051 11.2815447 11.1824764 NA 8.9432846 11.0982875 NA NA 9.2382409 10.1443319 6.1686501 3.9123145 0.3273425 6.7023874 NA 10.2863844 NA 12.7704646 9.8670371 10.7511646 2.3273425 2.1952531 13.0088064 7.2140607 10.0929439 6.9950514 10.4843584 9.9542741 1.9123050 12.1583917 9.2531500 11.3467074 7.5721082 11.4947665 -1.2577350 10.2181193 -0.2575626 5.0999390 0.318940 0.519380 0.900830 0.110770 -0.110720 -0.110720 0.277840 0.277840 -0.236100 0.858720 1.236600 3.656900 3.656900 3.466700 0.165600 -0.373170 0.899020 0.142760 0.132330 -0.242940 -0.225310 -0.233780 0.135790 -0.402220 -0.608470 -0.115390 0.175230 0.175230 0.462920 0.102150 -0.242570 0.192490 0.318940 0.519380 0.110910 -0.648320 -0.646430 -0.646430 -0.646430 -0.391110 0.016520 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10.7504643 10.8590547 10.4121568 4.9842248 12.9715051 12.3553695 11.2815447 11.1244695 10.3450847 10.9962334 12.9681544 13.0317564 11.5732972 0.7423512 -1.2577350 9.4341295 9.8476396 10.6812303 12.3898443 12.2336127 NA 11.7159039 10.9340620 14.6829504 10.4125995 6.5561673 9.4711568 8.7153656 11.7930848 9.7462130 8.3103419 9.9807906 8.6341696 5.4838545 11.1647135 8.6760766 6.9807908 13.3870871 0.3273425 10.4766721 10.3003282 5.2815462 5.2501809 6.3570963 9.5294721 NA 9.0944293 9.5245650 11.2815447 11.1824764 10.8710246 11.0982875 11.1681263 5.1174249 2.9903196 7.9494001 11.2904853 6.1517777 6.9760050 10.2863844 11.7590201 10.7511646 12.6279869 10.1868832 9.9825810 8.2561134 10.0929439 7.6462678 10.0535666 10.2447205 -0.2575626 NA 7.6994878 8.4140509 9.9718056 10.2649674 6.9997734 10.4227454 4.9712032 TCGA-CV-6941 51 1 342 NA head and neck stage iii t3 n0 NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes 60 1959 0 white not hispanic or latino 151.54.0 2 2 3 3 2 2 1 2 4 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 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 3.142859e-06 1.112516e-06 9.5962872 NA 10.7253372 4.1942920 10.3100735 10.3668310 8.6365173 15.3267945 7.3607312 7.3780919 6.1383394 8.1525323 NA 8.4405706 8.2743590 3.7581966 8.0260841 10.3320656 -0.3293409 -1.3291597 11.7084514 8.6103121 12.0860785 NA 10.3677004 10.4655549 10.0901664 1.4780917 1.2556820 4.8995527 NA 13.1343211 6.7528824 12.0661331 8.2817576 7.3289441 11.3471307 3.8406546 NA -1.3291597 12.6453267 8.3866950 0.2556820 12.5902480 10.4387394 12.8812520 6.9699413 6.0630499 0.6707497 0.6707497 NA 1.6707497 1.2556820 14.9175662 15.2215229 12.5538782 9.8312346 13.2249619 -0.3293409 1.8406445 5.3000908 13.2256214 2.1301731 8.8293425 11.1802605 1.6707497 17.8760969 10.5079665 3.1301566 7.0150292 0.2556820 12.0457723 6.2556952 10.1755518 4.9561357 6.6191004 11.1819913 11.4714306 13.7951385 11.0141962 12.0008094 -1.3291597 8.7779499 10.3668310 NA NA 9.7103374 9.9049516 4.8995527 0.9926959 1.6707497 5.1136755 NA 10.4442842 NA 12.2899212 10.1893271 10.8968440 4.5533789 0.8114710 12.9014288 6.0016491 10.6345573 7.0587505 11.1361207 10.3990786 -0.3293409 11.2060082 9.8487752 11.9487467 8.0304823 12.2675050 -1.3291597 11.7251676 1.2556820 3.2556971 0.27553000 0.82725000 0.83982000 0.80383000 0.00583090 0.00583090 3.65690000 0.81552000 0.03143600 0.42839000 0.42839000 0.19425000 0.72697000 0.21683000 -0.07561200 -0.03258700 -0.03258700 1.33800000 0.00402430 -0.42046000 -0.42046000 0.00013863 0.37611000 0.59980000 0.41697000 -0.05185600 -0.00788630 -0.02068700 0.02904400 -0.00332430 -0.41762000 0.15532000 0.27553000 0.21929000 -0.34985000 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10.398649 5.659417 11.498473 13.373001 9.882013 12.214490 9.717857 9.187418 12.356467 11.756371 8.357234 11.812173 10.987297 10.830919 5.046989 13.795139 11.047130 11.014196 10.670733 10.763160 10.886766 13.106563 12.455674 11.613797 NA 3.528709 9.084361 10.240589 10.2950714 12.1293958 10.4310369 0.2556820 11.8847484 10.1270873 14.1213629 9.9898404 7.5349191 9.7435353 9.3064509 12.8350899 9.2093196 8.3554815 10.0446855 9.5083607 8.0260841 11.2045493 8.3055438 8.2310656 12.6453267 1.6707497 10.2725037 9.8312346 5.7041554 6.5776237 NA 10.0027695 0.6707497 9.1923333 9.5480169 11.0141962 12.0008094 10.4756705 10.3668310 11.6885852 6.9561345 NA 7.6791613 9.8274480 7.2291534 3.8000198 10.4442842 11.5706562 10.8968440 11.8671813 10.2035758 10.4426349 9.1229742 10.6345573 7.0630499 10.2692507 10.9500532 4.0969955 -0.3293409 6.7368227 9.0599555 9.9607518 10.1110830 6.2098920 11.0091907 4.8406596 TCGA-CV-6942 73 0 NA 3835 head and neck stage ii t2 nx NA 19-3-2015 female 2000 NA NA head and neck squamous cell carcinoma yes NA NA NA NA hispanic or latino 164.62.0 3 6 1 1 2 3 3 3 4 2 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 5 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 4 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 0 0 0 0 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 6 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 7 0 0 6.486753e-06 2.046623e-06 9.8258355 NA 10.3612442 3.2745450 9.1501788 10.7316270 9.6839303 16.8151517 6.1110397 7.9469647 5.3498288 7.8114800 1.0521376 9.8648590 8.6067357 4.2745375 10.3718190 11.0795922 NA NA 9.8648590 7.2550871 11.0960855 NA 10.1083330 10.1788513 10.3566883 NA NA 4.5115756 NA 14.1365677 6.5332737 10.8887232 8.8976371 6.9510002 10.7629533 3.2745450 -0.5328249 -0.5328249 11.9398752 9.8965911 1.4671751 11.9983221 3.2156475 11.0573035 8.0217734 7.2873633 1.0521376 NA 1.4671751 3.3740796 2.0521376 16.1164817 16.7799759 12.8230860 10.6283162 12.4924970 1.0521376 -0.5328249 5.6766369 13.4970755 4.0521463 9.4329686 10.6674700 5.1253949 18.3845099 12.3477245 NA 6.7433090 3.3740796 11.2624123 6.1110397 10.9680262 3.5546502 4.1676229 11.8172948 10.6346025 11.4140906 10.4770130 10.9640381 1.0521376 8.7316269 11.0530858 -0.5328249 4.2220704 8.3830636 9.8014576 3.3740796 5.4671849 NA 7.6717555 NA 11.0818942 3.7891137 12.6665500 9.9700758 10.7357263 6.0217729 3.9551826 13.3024453 1.0521376 9.7310286 7.8892490 9.3492618 12.6647082 0.4671751 9.1985035 8.5652163 11.5490006 8.0855697 11.4137252 2.0521376 7.8508888 1.7891032 5.3979227 0.0030522 0.0073609 0.0000000 -0.0056757 0.0164250 0.0164250 0.0241270 0.0241270 -0.3686100 0.3893200 0.3893200 1.8063000 0.0251100 0.0251100 0.0251100 2.1093000 -0.3665800 0.0088920 0.0147490 -0.1568200 -0.1568200 0.0065262 0.0063871 -0.2818000 -0.2818000 -0.0546900 0.0154470 0.0154470 -0.0271240 -0.0217350 -0.0217350 0.0114000 0.0284810 0.0284810 -0.1325100 0.0000000 0.0000000 0.0000000 0.0000000 -0.2199700 -0.2199700 -0.1633200 -0.1633200 -0.0056757 -0.0056757 -0.0056757 0.0145190 0.0241270 0.0241270 -0.8172100 0.0251100 0.0251100 -0.3691800 -0.3691800 -0.0134380 -0.3567000 -0.3571500 0.0147490 -0.1568200 -0.1568200 0.4103000 0.4288900 0.0000000 0.0101460 0.0127950 0.0063871 -0.0097678 -0.2818000 -0.2818000 -0.0546900 -0.0546900 0.0024969 0.0358060 0.0358060 -0.0271240 -0.356 0.000 -0.317 -0.317 0.000 0.000 -0.157 0.429 0.000 0.000 0.000 0.000 0.000 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 -0.220 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 0.389 0.000 0.000 0.000 0.000 -0.356 0.000 -0.317 -0.317 0.000 0.000 -0.157 0.429 0.000 0.000 0.000 0.000 0.000 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 -0.220 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 0.389 0.000 0.000 0.000 0.000 11.236609 NA 9.527840 8.604176 11.664401 10.287363 10.548002 10.774385 9.911164 10.415552 11.054493 11.252228 10.145785 10.259161 10.194254 10.311105 4.430660 11.414091 10.541995 10.477013 10.733971 10.380822 11.255495 13.202749 12.955021 8.882926 1.052138 4.052146 9.328271 9.208651 11.0860286 12.6805924 10.8557399 3.1676309 10.9985658 10.5419948 14.2945732 9.3815696 7.9789369 8.4728090 8.7709651 10.9276403 9.4367580 8.2841680 9.8487273 9.3000743 10.3718190 11.0446132 9.2969070 11.1779908 11.9398752 4.2745375 10.6364831 10.6283162 6.1396107 9.6245314 0.4671751 9.7327993 2.2745300 9.1449039 9.9459540 10.4770130 10.9640381 10.9759695 11.0530858 10.5012955 4.6371117 1.0521376 8.5486146 10.4572883 10.3979217 4.7525880 11.0818942 11.1788513 10.7357263 12.2680843 10.4839927 10.1519330 10.1942539 9.7310286 7.4784113 9.9059761 10.2162157 5.9749789 2.0521376 5.9266162 9.9502847 9.7304535 9.8048062 7.8025745 10.0198534 4.6371117 TCGA-CV-6943 74 1 602 NA head and neck stage iii t3 nx NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes NA 1948 NA white not hispanic or latino 151.54.0 3 1 4 2 3 1 3 1 4 1 0 0 0 0 0 0 0 2 0 0 7 0 0 0 0 0 0 0 0 4 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 7 4 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 4 0 0 0 7 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 7 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 2 0 7 0 0 0 0 4 0 7 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 1.362833e-06 5.006324e-07 11.6497545 NA 10.1707115 5.7160279 9.6234982 10.4294459 8.7839323 17.1102972 7.1738790 7.4311014 5.4178053 7.6470504 3.5109113 9.2266853 8.7181993 5.4495119 10.2849688 11.2217203 NA -1.6588112 12.4150467 7.1989695 11.5911392 NA 10.2867985 10.5592494 10.4862842 1.5109113 NA 4.3409895 -1.6588112 13.4930756 6.8684658 11.9479723 9.1817667 7.7461300 11.6527371 2.5889245 NA 0.9259235 12.9022768 8.8762643 2.4284640 11.0727321 9.8303151 12.3239824 7.1256232 7.6493280 -1.6588112 4.3187290 0.3409610 1.3409610 0.6629346 15.8732594 16.7995710 12.1361153 10.1635596 13.0513648 3.5889125 -1.6588112 6.8085948 13.8615154 3.8004237 9.0151811 11.0239834 2.6411067 19.1522514 12.8680993 NA 6.3296744 1.1483484 11.8429504 6.5983771 9.6724657 5.5793944 5.1738790 10.9782930 9.9929375 12.0977713 11.3314474 12.1857927 -1.6588112 8.3661285 11.0383908 NA 3.0958738 8.9593743 10.3853829 3.1483484 1.9259615 -1.6588112 8.4702717 NA 11.3501176 -0.6590390 12.8081486 9.8790419 10.7648926 6.7714419 5.0678194 13.6131816 6.3239825 10.2943814 9.0841403 9.9708736 11.3874308 -0.6590390 10.9650988 8.1927376 11.9986422 8.1515605 12.1928354 0.9259235 11.6870870 3.2478820 5.8801467 0.0294660 -0.0488270 0.0353830 0.0380650 -0.0022168 -0.0022168 -0.0124380 -0.0124380 -0.1336800 0.2010600 0.2010600 0.0317180 0.0317180 0.0317180 0.0129340 0.0036076 0.0036076 0.0431570 0.0451740 -0.0319050 -0.0319050 0.0273570 0.0242680 0.0030522 0.0030522 0.0390540 0.0270760 0.0270760 0.0445740 -0.0042929 -0.0042929 -0.0125760 -0.0425800 -0.0488270 -0.0615290 -0.0047672 -0.0047672 -0.0047672 -0.0047672 0.0000000 0.0000000 0.0000000 0.0000000 -0.0138510 -0.0138510 -0.0138510 -0.0022168 -0.0124380 -0.0124380 -0.1336800 0.0317180 0.0317180 0.0063871 0.0063871 0.0063871 0.0036076 -0.0172730 0.0431570 -0.0319050 -0.0319050 0.0448570 0.0448570 0.0273570 0.0153080 0.0153080 0.0242680 0.0242680 0.0030522 0.0030522 0.0390540 0.0390540 0.0712480 -0.0298570 -0.0298570 0.0503780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.067 0.201 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.067 0.201 0.000 0.000 0.000 0.000 11.366475 -1.658811 9.856038 8.966698 10.701836 11.334633 11.797857 11.968295 11.125624 10.724963 10.885953 11.388965 9.331802 11.176645 11.146934 10.491688 3.773944 12.097771 9.194298 11.331447 10.800677 10.465756 10.927594 12.711049 12.301262 9.742935 -0.659039 1.800413 9.128891 9.693032 10.2735727 11.8400873 11.4819783 -1.6588112 11.7442672 10.1719001 14.4921828 9.9409017 7.9956247 8.4204736 9.2182729 11.9624684 8.3853831 8.3894756 10.3132507 7.9630406 10.2849688 10.7854861 7.9032311 9.7029326 12.9022768 2.9259425 10.3239824 10.1635596 5.4390213 8.1896116 -0.6590390 9.8398381 NA 9.2966387 10.1647541 11.3314474 12.1857927 10.7037545 11.0383908 11.2463758 NA 3.0414357 8.0460856 10.9022767 8.9060909 5.0414270 11.3501176 11.4026976 10.7648926 11.6735849 10.1841248 9.9739840 10.0513648 10.2943814 7.5431123 10.4413227 10.8618530 6.4805398 0.9259235 10.3441553 10.1978967 9.7466621 10.0925329 7.4495135 10.3282528 5.2951867 TCGA-CV-6945 41 1 366 NA head and neck stage iva t4a n2 NA 19-3-2015 male 1993 NA NA head and neck squamous cell carcinoma yes 75 1969 5 white not hispanic or latino 151.54.0 1 4 1 1 3 3 3 1 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.697852e-06 1.084703e-06 9.3339863 -1.2022399 9.7504802 0.7977601 8.9385687 10.3985811 9.0313588 15.3021080 7.3599814 8.5626107 8.0785100 8.8638282 NA 8.6290462 8.5509557 1.1196882 10.0277595 12.0068877 NA 0.3827226 9.3163922 8.8891745 10.6868626 4.9474838 10.9723527 9.9449439 9.9474862 -0.2022399 1.1196882 2.8852034 NA 13.7695520 3.4981743 10.1530901 7.0217407 8.3173751 11.5784838 2.8852034 NA 0.7977601 12.7987073 8.9308813 -0.2022399 12.4493513 10.3598860 11.4197908 5.9062629 6.7402530 NA NA NA NA NA 15.8989143 16.1140014 12.3310688 10.8675244 12.5231053 -1.2022399 NA -0.2022399 13.8943306 0.7977601 8.0692022 10.7284763 NA 18.7765025 8.7121242 3.7519350 6.7750189 -1.2022399 10.9676640 4.4701659 10.8685308 7.4379842 4.9270241 12.2382189 9.7424511 13.1299399 9.3203206 11.1711480 5.5119835 8.4999116 11.3208109 -1.2022399 -1.2022399 9.4666241 9.2694143 6.2155912 0.3827226 2.2571615 7.1684264 0.7977601 9.8990582 NA 12.9994035 9.8600079 10.2271458 1.1196882 1.8681336 12.8174166 7.2935940 9.0328797 10.0361438 9.9061459 10.7649653 2.6050913 10.7732287 8.5171280 11.4630749 8.7076321 12.5891054 NA 10.8352860 0.3827226 5.8089667 -0.024524 2.189000 0.419220 0.237050 0.280260 -0.122000 0.256990 0.229310 0.248870 0.724140 0.588150 -0.342970 -0.342970 -0.340880 -0.367770 -0.339520 3.656900 0.442570 -0.049830 -0.065850 -0.055769 0.000000 0.179810 0.565070 -0.339060 -0.338480 0.560450 0.560450 0.059937 -0.023018 -0.023018 -0.363860 -0.024524 -0.598650 -0.338940 -0.349730 -0.349730 -0.347330 -0.364410 0.244510 -0.044551 -0.729580 0.243110 0.237050 0.251680 0.580050 -0.327510 0.229310 0.229310 0.194360 -0.342970 -0.340880 -0.033132 -0.033132 -0.340440 -0.339520 -0.249100 -0.049830 -0.376730 -0.065850 -0.343890 0.268910 -0.020824 0.277580 0.304730 0.179810 0.179810 -0.339060 -0.339060 -0.338480 -0.014778 0.278210 0.101330 0.050574 0.059937 0.000 0.000 -0.249 -0.249 0.443 0.000 0.000 0.269 0.000 0.269 0.269 0.180 0.180 0.565 -0.339 -0.324 0.000 0.000 0.000 0.560 0.560 0.254 -0.255 0.000 0.000 -0.350 0.069 0.242 0.242 0.237 0.237 0.000 0.000 0.229 0.229 0.249 0.724 -0.341 -0.341 0.000 0.000 0.000 0.000 -0.249 -0.249 0.443 0.000 0.000 0.269 0.000 0.269 0.269 0.180 0.180 0.565 -0.339 -0.324 0.000 0.000 0.000 0.560 0.560 0.254 -0.255 0.000 0.000 -0.350 0.069 0.242 0.242 0.237 0.237 0.000 0.000 0.229 0.229 0.249 0.724 -0.341 -0.341 0.000 0.000 10.4798558 NA 8.7781070 3.4415897 11.0241512 11.3908663 9.3446335 11.5998514 9.5929669 8.7533889 12.0978055 11.0816955 6.4559502 10.8921467 10.5937786 10.4670670 4.2037336 13.1299399 7.4595169 9.3203206 10.0415080 9.9632741 11.0114508 12.7553091 12.0579235 9.0132721 NA 0.3827226 8.5986388 10.0721172 9.7424511 12.2613911 11.4168127 0.7977601 10.7329041 10.1032308 15.4797574 10.2039440 5.0831410 8.9751587 8.3901960 11.8936305 8.5078739 8.9512911 9.8591101 7.6494883 10.0277595 10.3364129 8.2975849 5.2240055 12.7987073 4.7284756 10.8455445 10.8675244 6.9218600 3.7519350 NA 9.8651734 0.3827226 8.1219194 9.5700536 9.3203206 11.1711480 10.7001141 11.3208109 10.4424966 NA -0.2022399 7.8852016 10.4170419 5.9875642 4.0831453 9.8990582 11.0295602 10.2271458 12.0111470 10.5425728 9.9732885 7.8228786 9.0328797 7.5725259 10.6183169 9.6619252 -1.2022399 4.2240017 5.0071910 8.5977330 9.0610082 9.8448630 9.1552911 9.9075697 4.2240017 TCGA-CV-6948 79 1 1289 NA head and neck stage ivb t4a n3 NA 19-3-2015 female 1994 NA NA head and neck squamous cell carcinoma yes NA NA 30 white not hispanic or latino 151.54.0 1 4 2 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 0 4 0 0 1 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 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 4 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 6 0 0 5.480786e-06 1.87318e-06 8.63044734 -0.07582409 11.13186365 0.33925143 9.11570982 11.22077311 9.15626034 13.92438595 8.36164468 7.61307263 5.87843599 9.22268359 -0.66063454 9.51544991 8.30650286 5.67019451 2.58719695 10.84036748 -0.66063454 3.03971746 8.36580013 5.33927637 10.80917284 3.42673439 11.37304381 10.91008113 11.35904116 -1.66063454 -0.07582409 2.98313042 NA 11.64277209 4.90913464 11.51107898 8.28764405 8.87163269 9.03537483 2.42674781 NA 2.14662264 11.93860845 8.02402540 0.66120233 11.52631940 10.02631996 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8.4911432 9.6498895 10.0112600 9.7310573 10.6183068 5.0941643 TCGA-CV-6950 64 1 459 NA head and neck stage iva t3 n2c NA 19-3-2015 male 1994 NA NA head and neck squamous cell carcinoma yes NA NA 3 white not hispanic or latino 151.54.0 2 3 1 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.307207e-06 4.450066e-07 10.8655050 NA 10.0134257 2.3203403 9.5134406 10.3476177 9.4835564 15.9787792 7.1810678 7.9705799 3.8783232 7.5724660 0.7353489 8.4507535 8.2628404 3.6739634 8.6905292 9.7974096 NA NA 9.4450217 12.2522946 11.3088529 NA 10.1344634 10.6798316 10.5096014 0.1504297 NA 3.4723318 NA 13.8043097 4.3001457 11.8284509 7.1920600 6.6342172 11.6794655 1.9577661 -1.8494403 -0.2646511 13.9455275 8.7040302 -0.2646511 9.0914486 4.2767944 12.1747615 4.9052883 6.8121786 1.7353489 NA -0.8497003 3.6739634 1.4723318 14.6620910 15.0656374 12.5246988 11.1612787 12.9577056 NA -0.8497003 2.9052931 13.9928004 0.9577661 8.6492501 10.5634999 -1.8494403 18.7588336 10.0973073 NA 6.6462563 1.6098495 11.9851683 4.0330441 10.3917883 5.9448163 2.9052931 11.5380145 10.6989821 11.9456888 11.2584353 11.7644206 NA 8.9325803 10.2982419 NA NA 9.1362429 9.8732085 5.8438884 4.4171842 NA 8.6322006 -1.8494403 10.4177729 -1.8494403 12.6009035 9.8430340 9.3026858 0.7353489 2.6222276 13.3682451 2.0572770 10.9704204 7.4077887 9.7859332 12.1130259 2.3203403 7.9545319 9.4924757 11.7648808 7.9753596 12.9980456 -1.8494403 8.9268341 2.1503972 4.2164937 0.1869300 0.1860100 0.5665000 -0.2850300 -0.0140460 -0.0140460 0.5227500 0.5227500 -0.0176660 0.4918200 0.4918200 -0.0194380 0.0150280 0.0550050 0.1904100 0.2543300 3.6569000 0.0195030 0.0195030 -0.3217000 0.2853300 -0.2913000 0.3437200 0.7732800 0.2159100 -0.3455300 -0.0302670 -0.0302670 0.0277780 -0.0289570 -0.0147780 -0.2897600 0.1869300 0.1869300 0.1829100 -0.3118400 -0.2961500 -0.2832300 -0.2873900 -0.5945800 -0.0077482 -0.0077482 0.0000000 -0.2850300 -0.2850300 -0.6021600 -0.0140460 0.5227500 0.5046300 -0.0986950 0.0550050 0.0550050 -0.2670500 -0.2670500 -0.2573300 0.2239900 -0.0158790 0.0195030 -0.6161600 -0.8689200 0.7790700 0.7640200 0.0721090 -0.0197260 -0.0197260 0.3437200 0.1628000 0.2069100 0.2069100 -0.3455300 -0.0494240 -0.0278080 0.0277780 0.0277780 0.0277780 -0.267 -0.267 0.254 0.254 0.000 0.000 -0.322 0.779 0.000 -0.298 0.000 0.502 0.502 0.773 0.216 -0.287 0.000 -0.290 -0.290 0.000 0.000 0.000 0.235 0.461 0.461 -0.287 -0.287 -0.587 0.000 -0.285 -0.285 0.000 0.000 0.523 0.523 0.000 0.481 0.000 0.000 0.000 0.000 -0.267 -0.267 0.254 0.254 0.000 0.000 -0.322 0.779 0.000 -0.298 0.000 0.502 0.502 0.773 0.216 -0.287 0.000 -0.290 -0.290 0.000 0.000 0.000 0.235 0.461 0.461 -0.287 -0.287 -0.587 0.000 -0.285 -0.285 0.000 0.000 0.523 0.523 0.000 0.481 0.000 0.000 0.000 0.000 11.885640 -1.849440 10.029406 8.425362 12.734424 12.277586 11.106232 11.761656 8.714551 9.319073 11.139263 11.932273 8.262840 10.766950 11.155850 10.132325 3.845560 11.945689 10.484395 11.258435 10.751940 10.215480 10.652984 12.384962 13.322711 9.422447 NA 1.957766 9.963380 10.086671 10.9476572 13.0694039 10.4541818 -0.8497003 11.6276533 11.1814129 14.1425642 10.1553237 6.8263578 9.3096416 8.8629280 9.8425806 10.0534280 7.9561450 10.4157172 9.4644177 8.6905292 11.0017596 9.2969696 6.9958915 13.9455275 1.4723318 10.8135143 11.1612787 5.1390847 5.3983298 2.0572770 10.4349359 -0.8497003 8.1852000 11.1033242 11.2584353 11.7644206 11.3600067 10.2982419 11.7049899 5.0083838 4.4171842 8.0676091 11.5261192 4.4358019 3.7651104 10.4177729 11.5699662 9.3026858 11.6339649 10.4282695 10.1992284 9.5324845 10.9704204 7.7978593 10.1934283 10.6230918 -0.2646511 NA 5.8228270 9.0419416 9.6871338 10.1927444 6.4946972 10.0863026 5.1616297 TCGA-CV-6951 57 1 915 NA head and neck stage iva t4a n2c NA 19-3-2015 male 1996 NA NA head and neck squamous cell carcinoma yes NA NA 2 white not hispanic or latino 151.54.0 2 4 4 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 4 0 0 3.607606e-06 1.144721e-06 8.5368933 NA 11.0511758 3.8628084 9.4155871 10.8029028 8.7809669 14.8313025 6.7753416 7.4335537 5.7295392 7.7725218 NA 8.3008632 9.2601652 3.9046286 10.8387374 10.4543825 -1.2246544 NA 9.7001548 10.4705705 11.4302020 -0.2246544 10.6082323 10.4160391 10.7145541 NA NA 2.6822362 NA 12.6847666 4.0232731 11.3260891 6.4618428 8.1460294 12.1215790 4.2671987 -1.2246544 2.0972737 12.5020926 8.6942053 -0.2246544 12.0029582 7.4787615 12.2789196 5.6579858 4.7977082 1.3603081 NA -1.2246544 1.0972737 1.0972737 14.3591590 13.9586004 12.2457469 10.3775771 12.3435359 NA 3.9046286 0.7753456 12.7391415 0.3603081 4.6579829 12.1157488 NA 18.4184602 9.0456376 -1.2246544 7.0185162 0.7753456 11.5792716 1.7753456 9.9433875 7.6176923 2.4757853 10.8060094 9.9645491 13.6181267 11.9223882 11.6684541 NA 8.7696957 10.7576229 -1.2246544 NA 9.4245984 9.2671954 6.2831365 3.3603081 0.7753456 5.1151914 NA 10.2993942 0.7753456 13.2125742 9.5506973 10.0762667 1.7753456 1.6233519 13.0234181 1.3603081 10.8874820 7.4861488 9.3643566 9.6090230 1.7753456 11.9134540 9.3076981 11.1706086 7.9969293 11.0947322 NA 11.6964394 0.7753456 1.7753456 0.43344000 0.85680000 0.81806000 -0.01807800 -0.01249400 -0.01249400 0.86783000 0.45717000 -0.01161100 0.44511000 0.86831000 -0.01546700 -0.01546700 -0.01546700 -0.01312700 0.01684500 0.83471000 0.27884000 0.07081700 -0.01341500 -0.01341500 -0.00871460 0.41329000 0.33918000 0.38419000 -0.04983000 0.03059100 0.43294000 0.51874000 -0.00129270 0.00458000 0.39884000 0.43344000 0.43344000 -0.02657700 -0.47279000 -0.47279000 -0.47279000 -0.47279000 -0.46472000 0.00000000 0.00000000 -0.00097063 -0.02041200 -0.45158000 -0.49365000 -0.00940460 0.45717000 0.45700000 -0.01161100 -0.01546700 -0.01546700 -0.01174900 -0.00954260 -0.01009400 0.01684500 0.02118300 0.43210000 -0.47991000 -0.45469000 0.02876300 0.95312000 -0.01015200 -0.00470790 -0.00470790 0.41329000 0.41329000 0.38419000 0.38419000 -0.04983000 -0.04983000 -0.44954000 -0.44405000 -0.44405000 0.50359000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.413 0.413 0.384 0.384 0.000 0.000 0.000 0.394 0.000 0.402 0.000 0.000 0.000 0.000 -0.473 0.343 -0.465 0.000 -0.448 -0.448 0.000 0.000 0.857 0.457 0.000 0.445 0.000 0.000 0.110 0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.413 0.413 0.384 0.384 0.000 0.000 0.000 0.394 0.000 0.402 0.000 0.000 0.000 0.000 -0.473 0.343 -0.465 0.000 -0.448 -0.448 0.000 0.000 0.857 0.457 0.000 0.445 0.000 0.000 0.110 0.504 10.4666495 NA 10.3578089 5.2671949 11.9342675 12.0232505 10.5406284 12.4930187 8.2691978 9.0607446 13.8108717 12.0703937 7.5302300 10.9789962 12.0204492 10.8454632 5.8963566 13.6181267 9.7156559 11.9223882 10.6637050 10.5377243 12.3124393 13.3166561 12.9670184 12.2363100 -1.2246544 0.3603081 9.3308900 9.9396206 9.7788602 12.4325491 11.6272865 -1.2246544 11.7138192 10.9645491 14.8227412 10.1719470 5.7178573 9.6395285 9.2861065 12.5881212 8.3310244 8.2182857 10.3626510 9.3537150 10.8387374 10.8142613 8.4740470 6.3900520 12.5020926 1.0972737 10.2915347 10.3775771 6.5955216 4.1676630 7.4930188 9.7023795 -0.2246544 8.6777175 9.6372047 11.9223882 11.6684541 10.7774541 10.7576229 11.2206158 -0.2246544 2.6822362 8.0791231 10.3313692 7.4548224 8.6395285 10.2993942 11.1622825 10.0762667 12.4027576 10.2368217 10.3603048 7.7119801 10.8874820 8.0859552 10.1958289 9.9657843 -0.2246544 NA 8.6161202 8.3966065 10.1006478 9.8561598 7.4371204 10.2177675 5.0607435 TCGA-CV-6952 65 1 185 NA head and neck stage iva t3 n2b NA 19-3-2015 female 1996 NA NA head and neck squamous cell carcinoma yes 30 1966 2 white not hispanic or latino 151.54.0 4 6 3 3 3 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 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 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 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 4 0 4 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 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.544196e-06 1.63036e-06 9.5026379 NA 10.1346052 NA 9.1872679 10.1536347 8.5518301 16.7144390 6.9453958 7.6222195 5.1280211 7.2421461 NA 9.5842517 10.2309264 4.1280211 2.8579412 11.8999146 NA NA 4.8365604 10.4894314 10.9240226 5.0742528 10.4309122 10.2350163 10.7085798 -1.2293824 NA 1.5778276 NA 13.8638881 7.0231356 11.3006330 8.4089063 5.2134134 12.9062600 2.0924104 NA 1.3554110 13.3495507 9.3897735 1.0924104 12.2752895 11.8043443 11.7851885 6.6222202 6.1883238 1.3554110 -1.2293824 0.3554674 1.7704908 1.3554110 16.3836194 16.9588751 12.3685230 10.8512881 12.8577676 -0.2295515 NA 3.8148683 14.2258941 0.7704485 9.5624474 10.7658844 2.2007554 19.4564768 10.9097021 NA 5.7477499 0.3554674 11.5960256 5.8257526 10.5946337 1.5778276 2.2298955 11.2383308 10.0160232 12.2209086 9.3173649 12.0812253 NA 8.1236176 11.0567395 NA 2.9403923 9.1552544 9.2999010 5.9303423 -1.2293824 NA 5.7816981 NA 10.9463319 NA 12.7935318 10.1844105 10.8579333 5.8038935 2.3698015 12.9171983 3.5253548 10.0776713 12.2255408 9.9372299 11.3132606 1.5778276 10.5874542 9.0957760 11.9799239 8.4639575 12.3672426 -0.2295515 11.7846654 -0.2295515 4.1280211 0.01419000 -0.00263220 0.47572000 -0.00100440 -0.00022751 -0.00022751 -0.00069303 -0.00069303 -0.49267000 0.44765000 0.44765000 0.42620000 0.43311000 0.43425000 0.44003000 0.00069327 0.00069327 0.00110930 0.00013863 -0.04942400 -0.04942400 0.00444110 -0.00843850 0.00541390 0.00541390 -0.38593000 0.00694350 -0.00097941 0.00332990 -0.00373950 -0.00166290 0.00013863 0.00958830 -0.00263220 -0.00263220 -0.48607000 -0.48208000 -0.48208000 0.00541390 -0.00526100 -0.00526100 -0.00526100 -0.00526100 -0.00100440 -0.00100440 0.00194180 0.00638710 -0.00954260 -0.00954260 -0.49267000 0.05979400 0.43425000 -0.48775000 -0.00027724 -0.00027724 0.00069327 0.00541390 0.00013863 -0.04942400 -0.04942400 0.00055459 0.00055459 0.00444110 0.00000000 0.00000000 -0.00843850 0.35659000 0.00221930 0.00221930 -0.38593000 -0.00981850 -0.00027724 0.00750000 0.00750000 0.00332990 -0.487 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 -0.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.448 0.434 0.434 0.000 0.000 -0.487 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 -0.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.448 0.434 0.434 0.000 0.000 11.292807 NA 9.439542 7.855279 11.879975 11.501571 11.129946 11.854116 7.297948 10.556332 10.917675 11.480416 9.639293 10.796236 12.429351 10.562854 4.092757 12.220909 9.276282 9.317365 11.188323 9.978095 11.136519 12.239511 13.125064 9.113656 1.355411 3.577828 9.851954 8.832517 11.4514893 11.8019994 11.6775489 0.3554674 11.2242556 11.1592951 14.5782770 9.7107841 6.4709110 8.3346201 8.4268954 11.5230603 8.5287936 8.0465947 10.7253938 8.1389772 2.8579412 10.9278174 8.3925222 7.9750414 13.3495507 -1.2293824 10.5340979 10.8512881 4.9799247 6.8203194 0.7704485 10.8368962 NA 9.4534651 10.4722101 9.3173649 12.0812253 11.3360487 11.0567395 11.3507291 1.7704908 0.7704485 8.0833533 10.8052695 6.9750420 2.6773504 10.9463319 11.3240998 10.8579333 11.8924896 10.5758113 10.1756120 9.5591889 10.0776713 6.4915693 9.8499553 9.8107602 4.8148631 0.7704485 5.2782636 8.7683276 9.9252886 10.0576057 6.8685028 9.2950122 4.1627901 TCGA-CV-6953 80 1 1641 NA head and neck stage iii t3 n0 NA 19-3-2015 female 1997 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 151.54.0 3 6 3 3 3 3 1 2 4 2 0 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 4 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.697852e-06 6.11884e-07 7.8827335 NA 10.4358121 NA 9.4045809 9.9244975 8.4885672 14.0594859 8.0216702 7.4650660 4.9817431 7.5862025 NA 8.6570526 9.0216699 3.1743904 8.5344519 12.2864559 NA NA 5.8748289 0.3670355 11.1723747 2.1743745 10.7382660 10.2572981 11.1393484 NA 0.9519607 0.9519607 NA 12.9727449 6.6889622 11.4321134 10.5338247 4.9817431 13.8400420 NA NA 2.6889636 13.7493202 8.8058258 NA 13.4214686 9.8950484 12.2360493 5.7245848 7.2799235 NA NA NA 2.1743745 0.9519607 12.6767944 13.2269918 13.0235705 10.9854194 12.7741688 NA NA 2.8264570 13.3273979 1.3670355 9.2618516 11.0661725 NA 19.2881696 10.7737704 NA 5.8905950 NA 11.9230609 7.3270361 10.7673797 5.8099777 2.3670355 11.2211231 9.7806618 12.2331421 10.6929015 12.5088217 NA 8.2829133 11.0198788 NA -0.6330764 8.7572030 8.6125866 5.2250165 0.3670355 -0.6330764 4.3670355 -0.6330764 11.3353407 -0.6330764 14.1627692 10.6787481 11.1711649 2.1743745 3.2882847 13.8130186 3.6889636 9.1302462 13.2448931 10.5986691 10.7024242 NA 8.4571465 7.6431585 11.6748039 8.8120486 12.9067695 NA 12.7434306 0.3670355 0.3670355 0.0088920 0.0139110 -0.0034627 -0.0088526 -0.0494240 -0.0494240 1.3311000 0.0289030 0.2225300 0.2225300 0.2225300 -0.0937990 -0.0937990 -0.0937990 -0.0937990 0.0020805 0.0020805 -0.0310860 -0.0310860 0.0040243 0.0040243 -0.0042929 -0.0596730 1.0132000 -0.3767300 0.0041632 -0.0139530 -0.0139530 -0.0069195 0.0635090 0.0635090 0.0695250 0.0088920 -0.4586400 0.0084743 -0.0034627 -0.0034627 -0.0034627 -0.0034627 0.0146340 0.0150280 0.0150280 0.0144700 -0.0088526 -0.0088526 -0.0088526 -0.0549600 0.0289030 0.0289030 0.1674500 -0.0937990 -0.0937990 -0.0673530 0.0000000 0.0000000 0.0020805 0.0020805 -0.0310860 0.0040243 0.0040243 0.0069435 0.0069435 -0.0042929 -0.0019399 -0.0019399 -0.0596730 -0.0596730 -0.3813400 0.1884400 0.0041632 0.0041632 0.0019418 -0.0069195 -0.0069195 -0.0069195 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 0.000 -0.346 -0.346 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.333 0.542 0.000 0.223 0.223 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 0.000 -0.346 -0.346 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.333 0.542 0.000 0.223 0.223 0.000 0.000 0.000 0.000 10.2195634 NA 9.0630973 5.9963910 10.8037454 13.3514470 12.0312589 12.7038193 8.4703217 10.3175898 10.5488073 11.5228008 7.3036721 11.0782706 12.2404780 10.9936555 5.4283769 12.2331421 8.7311686 10.6929015 10.0821379 9.9881700 12.0234588 13.7905667 12.5057856 8.8964644 -0.6330764 1.9519980 9.2844059 9.9697327 10.9076463 11.6622288 10.0279212 0.3670355 11.8932886 10.6185163 14.7893934 9.5531481 6.5369590 8.7764248 8.6570526 12.8068647 7.8322331 8.2093842 10.1784085 8.8827338 8.5344519 11.0970794 9.0812794 10.5338247 13.7493202 2.6889636 10.6702438 10.9854194 6.4004577 9.2694089 -0.6330764 10.6553232 -0.6330764 9.4331230 7.6478045 10.6929015 12.5088217 11.5810494 11.0198788 11.4284051 0.3670355 NA 7.8748283 8.9081305 9.4898618 2.6889636 11.3353407 11.7385383 11.1711649 13.1917938 10.4670391 9.8807614 8.3921736 9.1302462 6.4223171 10.5525288 9.5444535 3.0674666 NA 0.9519607 7.8586866 10.4229941 10.0350325 6.9292762 9.7377212 3.8264671 TCGA-CV-6954 59 1 2002 NA head and neck stage iva t4a nx NA 19-3-2015 male 1998 NA NA head and neck squamous cell carcinoma yes NA 1957 0 black or african american NA 151.54.0 1 2 2 2 3 2 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 3.72693e-06 1.084703e-06 8.73989670 NA 10.49855067 2.34644636 9.65204060 10.66324436 9.35467673 16.30034028 7.20772890 7.11902410 5.92336077 8.75808694 NA 10.06068040 9.34493122 5.03945866 10.25732738 11.03363554 NA 2.83185698 10.30256901 5.35840681 11.12735734 0.43956995 11.63430112 10.58833855 10.91856662 0.43956995 0.43956995 4.24690208 4.54806666 14.38866423 7.11902410 11.46831368 9.00654965 7.13303121 11.45059675 4.13998512 NA 3.83185698 9.67615649 8.28346530 -1.56064282 11.70823247 10.97235068 11.78411758 8.21762139 6.91527828 1.43956995 1.43956995 NA 3.29752894 2.43954335 16.13488098 16.97788509 12.52552536 10.40677049 11.93164783 NA 0.02446153 2.76147677 12.97815760 2.02449699 7.68984286 10.92612792 1.43956995 18.04916521 10.90994895 6.47296697 6.95129637 0.76145549 11.79819547 6.06159693 10.70603801 6.03200163 4.13998512 11.76555236 9.16831510 12.54142803 10.83775351 11.55767425 NA 8.12954216 10.38022489 0.02446153 -0.56043005 8.69102670 9.15464827 2.60947131 2.76147677 2.52699525 6.23396090 -4.61882740 11.25412672 5.83186204 13.36189637 8.90761837 11.21618292 2.13999330 1.24482618 13.15529181 4.70633162 9.58131942 8.01697316 10.19413533 11.78356269 0.02446153 8.31298820 8.28816705 11.50932966 7.58674898 11.96530974 NA 11.24770403 0.76145549 5.88248655 0.02085600 0.02085600 0.39773000 0.54818000 1.11870000 1.80890000 0.38182000 -0.36741000 2.56480000 0.08141700 0.08763000 -0.02717000 -0.01413700 -0.02457000 -0.02457000 -0.01220900 -0.06628600 -0.01720500 0.00639170 -0.35753000 0.00217260 -0.40136000 -0.05632700 -0.01358600 3.65690000 -0.07852600 0.92162000 1.46480000 0.01679800 -0.07338800 0.00064664 0.01400400 0.02085600 0.02085600 0.00000000 -0.35867000 -0.35867000 -0.35867000 -0.35867000 0.71051000 -0.33986000 -0.33986000 -1.18020000 -0.24914000 -0.24914000 -0.28829000 1.06110000 -0.36741000 -0.36741000 -0.36989000 -0.01413700 -0.02457000 -0.39823000 -0.37992000 -0.00334770 -0.01220900 -0.02703400 0.00639170 -0.35753000 -0.35753000 0.23871000 0.23871000 -0.37351000 0.29146000 0.26399000 -0.05555600 -0.05116900 -0.37240000 -0.39417000 -0.07852600 -0.05823800 -0.17035000 0.02492200 0.02492200 -1.23570000 -0.377 0.000 0.000 0.000 0.000 0.000 -0.358 0.239 -0.374 0.264 0.264 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 1.465 1.465 -0.170 0.000 0.000 0.000 -0.359 0.398 0.707 -0.330 0.611 0.362 0.711 -0.350 0.382 -0.367 -0.370 0.000 0.000 0.000 0.000 0.000 -0.377 0.000 0.000 0.000 0.000 0.000 -0.358 0.239 -0.374 0.264 0.264 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 1.465 1.465 -0.170 0.000 0.000 0.000 -0.359 0.398 0.707 -0.330 0.611 0.362 0.711 -0.350 0.382 -0.367 -0.370 0.000 0.000 0.000 0.000 0.000 10.2388259 NA 10.1572935 5.4948252 11.5206948 12.4708121 9.6113465 11.7491627 10.2412527 9.5042871 10.2464966 10.5746122 8.2676809 10.6450320 12.5175282 9.9198296 4.1102714 12.5414280 9.6963427 10.8377535 10.5392209 12.0732207 10.6889541 12.0888588 12.9425004 9.8345428 NA -0.5604301 9.1927611 11.8132251 11.0029789 10.9468434 12.8197347 1.0245325 11.6264323 10.8772963 15.1844163 10.0896985 6.4338975 9.2485085 9.0725394 11.6712155 8.4978203 8.8069591 10.2656954 9.1919248 10.2573274 11.0055983 7.6416681 5.0834006 9.6761565 1.4395699 10.8476086 10.4067705 6.1330312 5.2975253 2.6094713 9.7943445 0.4395699 9.1451766 7.7546938 10.8377535 11.5576743 11.6089995 10.3802249 11.3072091 4.0834006 6.2339609 7.5867490 8.9203344 5.0394587 4.2469021 11.2541267 11.6786952 11.2161829 12.5085744 10.5190291 11.0852027 8.6827183 9.5813194 7.5558882 10.1365118 10.2601221 1.8989822 NA 1.2468945 9.2750341 10.3628718 10.2986907 6.3761827 9.8902401 4.3702829 TCGA-CV-6955 74 1 334 NA head and neck stage ii t2 nx NA 19-3-2015 female 2000 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 164.62.0 3 6 1 1 3 3 2 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 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 7 0 0 0 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 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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TCGA-CV-6956 67 1 217 NA head and neck stage iii t3 n1 NA 19-3-2015 male 1993 NA NA head and neck squamous cell carcinoma yes NA NA 1 NA hispanic or latino 164.62.0 1 2 4 3 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 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 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 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 7 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4.060685e-06 1.752213e-06 7.9327085 -1.1414619 10.4097948 0.4435006 9.5813748 10.4430600 8.9801007 15.7052819 6.8919902 7.7350841 6.2679590 8.0631383 0.4435006 9.2028631 8.7878255 1.6659385 7.1393375 13.6417701 NA NA 8.3159479 3.3821277 11.3149216 3.9460290 10.9843035 10.4303199 10.6391070 NA 1.1804662 2.0284984 NA 14.2424402 3.5024197 11.2530299 7.6101109 6.0680215 11.7645183 3.1804980 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5.0083166 10.2287096 3.9460290 TCGA-CV-6959 48 1 256 NA head and neck stage iii t3 n0 NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 151.54.0 1 3 1 1 1 1 3 1 4 1 0 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 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 7 0 0 0 0 0 0 6 0 0 1.279394e-06 5.840711e-07 9.33351497 -0.62282071 10.44490918 2.28404026 9.79129543 12.38048095 8.80340336 16.45227836 7.70581345 8.10845755 5.02099549 7.96397863 4.62506588 9.42289839 8.61912171 2.62506003 8.56572740 11.46061808 NA NA 8.31965316 8.03891680 11.66989173 3.46460293 11.00535640 10.61614051 10.44960635 -1.62282071 -0.62282071 2.62506003 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3.6569000 0.0055529 -0.3214700 0.2872300 0.2872300 -0.0141270 -0.0141270 0.0000000 0.0000000 0.3055300 0.2961200 0.3096900 0.2820200 -0.0139530 -0.0139530 0.1232900 -0.0062286 -0.0020784 -0.0020784 -0.0277710 0.6119000 3.4900000 0.3459200 0.0000000 0.0000000 0.0000000 0.0068044 0.0068044 0.0068044 -0.3138900 -0.3138900 -0.3189100 -0.3266500 -0.0058987 -0.0058987 -0.0058987 -0.6606800 -0.3101400 -0.3101400 -0.3101400 0.3137000 0.0055529 0.0055529 -0.3214700 -0.0141270 0.0000000 -0.0115610 -0.0115610 -0.0115610 0.3055300 -0.3228600 0.2875400 -0.0139530 -0.0139530 -0.0074720 -0.0074720 0.1187800 -0.0036011 -0.0036011 -0.0062286 -0.0062286 0.0037465 -0.6725100 -0.0277710 -0.0218650 -0.3192600 -0.3241400 -0.3241400 0.3227000 0.000 0.000 0.296 0.296 0.296 0.296 0.000 0.000 0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.612 0.324 -0.319 0.000 0.000 0.000 -0.314 -0.019 0.000 0.000 0.572 -0.310 0.300 0.300 0.000 0.000 -0.034 0.287 0.000 0.000 -0.001 0.323 0.000 0.000 0.296 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11.3476042 12.0979174 10.3425623 9.7324899 10.1597274 10.5421148 7.5370102 10.7745460 10.6883194 4.3313326 3.9663013 6.1386896 8.9336927 9.8749906 9.6155436 6.5012608 10.5505035 5.0495654 TCGA-CV-6960 49 1 862 NA head and neck stage iii t3 n0 NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes NA 1969 0 black or african american NA 164.62.0 1 2 1 3 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 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 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 5 0 4 4 0 0 0 0 7 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 3.72693e-06 1.33502e-06 8.33127392 NA 10.29966938 0.48109224 9.93023585 10.92065841 8.75255025 13.43378299 7.17457420 8.38797766 5.92403098 7.27224999 NA 9.51106454 8.59482955 4.92402860 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11.40162620 8.49371177 12.63234168 NA 10.20389475 NA 5.73847603 2.27790000 -0.00498440 0.02581200 -0.00719580 -0.64846000 0.02244400 3.65690000 2.81190000 -0.66024000 0.56667000 0.00166420 -0.63793000 -0.63793000 -0.63793000 0.00000000 0.00124810 0.60359000 0.01950300 -0.62674000 -0.63443000 0.00346870 0.00194180 -0.01601700 0.00763920 -0.63491000 -0.04224600 -0.00401620 0.57219000 -0.12940000 0.00703210 0.00703210 -0.00527100 0.00610900 0.00610900 -0.00498440 -0.65585000 -0.63500000 -0.64095000 -0.64095000 0.01656500 0.01656500 0.01656500 0.01656500 -0.63323000 -0.63225000 -0.65310000 -0.64368000 -0.65230000 -0.65230000 -0.65622000 -0.63793000 0.00000000 0.00027728 0.00027728 -0.64734000 0.00124810 0.60359000 -0.00152430 -0.64875000 -0.63443000 0.00346870 0.00346870 -0.64142000 -0.02109800 -0.00456950 -0.01601700 -0.01601700 -0.64019000 -0.66355000 -0.04996500 -0.63206000 0.00819590 -0.14412000 -0.14412000 -0.17032000 0.000 0.000 0.000 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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14.35450732 4.12494016 10.73286553 10.68810157 5.84741069 4.52548009 3.18153196 9.09118941 0.06598583 8.79170014 9.35376216 10.82843182 11.60859799 11.47136851 10.23388602 11.60359171 2.72900887 NA 7.98270558 10.64850535 5.70025660 6.70990541 9.25669745 11.71993978 10.16232561 11.91023242 10.34449920 10.94614343 9.50761072 9.53135768 8.22255439 10.29847068 9.31001718 NA NA 0.48109224 9.23615845 9.98441604 9.79567053 6.62063919 10.26080665 6.02798117 TCGA-CV-6961 61 1 76 NA head and neck stage ii t2 n0 NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes 66 1959 NA white not hispanic or latino 151.54.0 1 1 1 1 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 6 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 4 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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8.0501621 NA 9.5940314 6.9656562 12.7186823 9.8039359 11.3571758 9.0477922 3.4383062 12.7181236 7.2281318 10.0780423 12.3271211 9.8175061 9.9162842 2.4620261 9.2350916 7.5018237 12.0566583 8.1885260 11.0440324 0.2141248 10.7976645 0.7990873 5.1089300 -0.01488700 -0.16701000 1.46440000 1.06670000 0.00000000 0.00000000 0.01893900 0.01893900 0.00903120 0.00903120 0.01028500 0.02412700 0.02412700 0.02412700 0.04641700 0.02090300 0.02090300 0.02496900 0.00825310 -0.01352600 0.56988000 0.07383300 -0.00694330 -0.33191000 0.03665300 -0.53689000 0.03580600 0.03580600 -0.04455600 0.04471500 -0.01532900 -0.01532900 -0.01488700 -0.01488700 -0.17360000 -0.53215000 -0.52757000 -0.53571000 -0.55737000 -0.53916000 0.00041593 0.00041593 0.00041593 -0.00069303 -0.01009400 -0.01009400 0.00000000 -0.55256000 -0.55256000 0.03143600 0.02412700 0.02412700 -0.54098000 -0.54098000 -0.54098000 0.02946600 -0.53997000 0.00458000 0.00917050 -0.01352600 0.00875280 0.00875280 -0.51326000 0.03679400 0.03679400 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11.7879954 11.2552574 15.0604815 9.2232403 7.3173990 8.8205169 9.6817172 12.4247068 8.8538956 8.5999738 10.1522209 8.7149533 11.3486983 11.8334145 8.2461572 8.2869139 14.0546928 2.3840498 10.4596643 10.8395921 5.6570540 6.1270018 5.6735423 9.4320693 -0.7858752 9.3594070 9.6725182 12.0661533 12.3415417 11.1622963 11.9201758 11.9694165 6.0658609 8.3278540 11.1662485 12.9604684 3.2585038 6.2141112 9.5940314 11.9934205 11.3571758 11.9224411 10.6107164 9.6518636 9.2253388 10.0780423 7.8758894 9.1142236 9.7214108 2.0214797 5.6235011 7.1683081 9.1861868 9.8144891 10.1518532 7.7629334 9.9905446 4.0720886 TCGA-CV-6962 65 1 126 NA head and neck stage iva t4a nx NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes NA NA NA white hispanic or latino 151.54.0 2 4 1 1 2 2 1 3 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 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7.1802245 4.0435632 10.9938749 9.3728696 12.8393653 11.8098786 11.3079445 1.0801119 8.4568645 11.4956184 NA NA 9.9148750 8.2175913 6.5460625 6.3728703 2.0800777 4.8242485 NA 9.3459374 7.5847085 12.4734784 9.1174041 9.9386906 3.0800948 1.7327034 12.7482638 7.8796935 10.1576995 4.9479840 8.7800699 8.6800008 3.7581646 11.9301184 9.6246661 11.9513771 9.4252713 9.5329469 -1.2419527 11.4312480 0.3431235 3.2175875 0.4823000 0.5234500 1.1205000 -0.4765300 -0.4880600 0.3448600 0.6326200 1.0390000 -0.5094900 0.4655300 1.5953000 0.5280100 0.5280100 0.4541100 0.3534000 0.5590400 0.0195030 0.5729500 0.0777180 -0.4673800 -0.4673800 1.2237000 0.4859500 0.5574400 1.5213000 -0.0040162 2.0292000 0.4553000 -0.0596730 -0.5024600 -0.4608900 0.3941800 0.5063700 -1.2929000 -0.4562300 -0.4722600 -0.4722600 -0.4685500 -0.4648300 -0.4716900 -0.4629100 -0.4629100 -0.4637200 -0.4765300 -0.4765300 0.0570830 -0.4880600 1.0390000 0.5750500 -0.5007100 0.5280100 0.3254300 -0.5178400 -0.5275700 -0.4716200 -0.4842800 0.0317180 0.5229300 -0.4673800 -0.4673800 0.5075900 -0.4802100 -0.2272400 -0.2135400 -0.2135400 0.4859500 -0.4935000 -0.4598200 -0.9931100 -0.0040162 -0.5225600 -0.4731100 0.0000000 0.0000000 -0.0469890 -0.528 -0.528 0.000 0.000 0.573 0.573 -0.467 -0.479 -0.227 -0.214 -0.214 0.486 0.486 0.557 0.098 0.000 0.000 -0.473 0.414 1.433 1.433 -0.473 -0.483 0.482 0.482 -0.465 0.066 -0.463 -0.463 -0.457 -0.457 -0.154 0.334 0.575 0.575 -0.027 0.466 0.528 0.353 0.000 0.000 -0.528 -0.528 0.000 0.000 0.573 0.573 -0.467 -0.479 -0.227 -0.214 -0.214 0.486 0.486 0.557 0.098 0.000 0.000 -0.473 0.414 1.433 1.433 -0.473 -0.483 0.482 0.482 -0.465 0.066 -0.463 -0.463 -0.457 -0.457 -0.154 0.334 0.575 0.575 -0.027 0.466 0.528 0.353 0.000 0.000 11.0108252 NA 10.5505272 4.9079049 9.8725528 11.1493873 9.1633012 11.2545143 8.6590265 10.3701067 12.9895310 11.4208282 7.3728694 11.2768130 12.7664134 11.3936512 4.6515225 12.8393653 10.6319884 11.8098786 10.8679905 11.2485093 11.5111697 13.4965318 13.3771761 13.4604407 -0.2417821 3.6650516 9.6091279 10.2067924 10.6138070 11.4343373 12.7646612 5.0800863 11.1413241 10.8489339 14.1857987 9.5097040 6.5783395 10.0522061 8.7253860 12.1195554 8.9702793 8.1654276 11.0484639 11.3325168 8.6114693 10.2052431 10.1912236 5.0619403 11.7535737 3.5130485 10.0693405 10.0527805 7.0664993 2.6650516 6.1927879 9.6484241 NA 9.2470042 9.9621195 11.8098786 11.3079445 10.0682044 11.4956184 11.4909632 1.0801119 4.4860772 8.7203763 9.8673376 4.6408002 6.2738590 9.3459374 12.0196671 9.9386906 12.2617371 10.8783977 10.8389774 8.5719411 10.1576995 10.2684295 9.9923786 10.4230515 -0.2417821 1.5654997 8.0319553 7.0553508 9.6184709 9.1749574 8.4741217 10.1217471 3.5655119 TCGA-CV-7089 74 1 1972 NA head and neck stage iva t4a n2c NA 19-3-2015 male 2001 NA NA head and neck squamous cell carcinoma yes NA NA 8 white not hispanic or latino 164.62.0 3 1 1 1 3 3 2 3 4 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 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1.4999352 11.6883386 4.4204891 10.5923060 3.2161289 3.6467733 11.0588937 10.4735213 12.2652457 10.7403771 11.7728894 NA 8.5443204 10.9390152 NA 3.8625010 8.8473897 8.9837421 4.6698488 0.2775087 NA 8.1104238 NA 10.6762776 NA 13.3019234 9.6359580 10.5710056 5.1683051 3.2230209 13.3011151 2.4999352 8.9184658 10.4894223 9.9761866 11.0164707 0.6926057 10.4942798 8.4640609 11.4904356 8.5949467 12.3409291 NA 12.0121025 0.6926057 4.9963526 0.00360760 0.00360760 0.29342000 -0.00312570 0.00069327 0.00069327 -0.00747200 -0.01149700 -0.27882000 0.14266000 0.14266000 0.22283000 0.22283000 0.44240000 0.55372000 -0.00332430 -0.00332430 0.01279500 0.01279500 -0.23386000 -0.23386000 -0.07040200 -0.00166290 0.01146500 0.01146500 -0.02178400 0.00958830 0.00958830 -0.00470790 0.00000000 0.00000000 0.00000000 0.00360760 0.00360760 0.00360760 -0.28001000 -0.28001000 -0.28001000 -0.28001000 0.00263570 0.00263570 0.00263570 0.00291330 0.00499690 -0.00313800 -0.00313800 0.00069327 -0.01149700 -0.01149700 -0.27882000 -0.53754000 0.44240000 -0.27822000 -0.05374600 -0.05374600 -0.00332430 -0.00332430 -0.00976500 -0.23386000 -0.23386000 0.00194950 0.00680440 -0.07040200 -0.02329200 -0.02329200 -0.00166290 -0.00166290 -0.52757000 -0.26877000 -0.02178400 -0.03694600 -0.27081000 -0.00470790 -0.00470790 -0.00470790 0.000 0.000 0.000 0.000 0.000 0.000 -0.234 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 -0.271 0.000 0.000 0.000 -0.280 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 0.143 0.223 0.442 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.234 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 -0.271 0.000 0.000 0.000 -0.280 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 0.143 0.223 0.442 0.000 0.000 11.2936458 -1.3075728 9.9193870 7.4474594 11.3178237 11.2387304 12.2728301 12.1258961 7.9825904 10.0939844 11.2669285 11.1591578 8.9710210 10.4089623 12.0762758 10.6529355 3.9593621 12.2652457 9.5767421 10.7403771 11.2758894 10.1151619 11.5945697 12.8154221 13.3241840 9.4076754 -0.3073943 -0.3073943 9.8971427 9.4574431 11.3185086 12.0335342 10.6597978 0.2775087 11.2721231 10.8030548 14.5115520 9.4264342 6.2700000 8.8321229 8.1784009 11.1274603 8.7749735 8.0479228 10.7647041 9.2151529 7.2999022 11.1352558 8.8010959 6.5567574 12.9646180 3.0848807 10.2385012 11.2478796 5.5380601 5.7478546 NA 9.7383311 NA 9.3228385 7.9570138 10.7403771 11.7728894 10.8851725 10.9390152 11.4111043 3.6925723 NA 7.7149392 9.9802838 6.0412999 5.4340377 10.6762776 11.0586204 10.5710056 12.3140510 10.6423982 10.4710593 9.0501235 8.9184658 6.5934389 10.6511242 9.6669861 2.5994606 NA 9.0697819 9.1604112 9.8793048 9.8971427 7.3825696 9.6336190 5.0848892 TCGA-CV-7090 39 0 NA 3837 head and neck stage ii t2 nx NA 19-3-2015 male 2001 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 164.62.0 1 3 1 1 3 3 3 3 4 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.001265e-06 3.893807e-07 9.0563101 NA 10.2812028 2.0550568 9.2977032 10.6549712 8.9281607 17.1164342 7.8129115 7.2070612 5.9831646 7.1091349 -1.1149724 9.5540182 7.2817381 4.6924886 8.0424802 10.8780716 NA NA 11.0253240 6.5716343 11.3884621 NA 10.4869041 10.6632104 10.3749812 NA NA 2.9726008 NA 15.2805503 6.2601725 12.1476686 8.6366772 6.8276476 10.8759464 1.4700943 NA 0.8851058 14.4993255 9.4896864 -1.1149724 11.6119900 3.5761109 12.1727014 7.1751523 6.0749571 NA NA NA 4.3114014 4.0550568 16.5409777 16.8629329 12.5013111 10.5937862 13.2043820 -1.1149724 NA 4.4397229 14.4471371 1.6924718 9.3061462 11.0503544 0.8851058 18.5150217 12.0481539 NA 6.1980167 -0.1148161 12.4344366 6.2945233 9.8151314 2.2070495 3.9725916 11.2380044 10.4067337 11.8285052 10.4906128 11.8911086 NA 8.4682159 10.9189004 NA 1.2070807 9.3280769 9.3404606 3.7920224 0.4700943 NA 6.7554978 NA 10.8400566 -1.1149724 12.8771865 9.8023860 11.4592537 1.8851448 3.2149796 13.3354424 3.5289838 9.9162969 9.9417710 9.8773636 11.3986142 1.2070807 10.8977578 9.9336201 12.1136514 8.3342818 12.9023767 NA 8.9739215 0.8851058 5.7554992 -0.33248000 -0.00138580 0.32270000 0.20870000 -0.01574100 -0.01574100 0.30058000 0.30058000 1.29940000 1.20890000 1.23220000 -0.33063000 3.65690000 0.02090300 -0.19812000 0.06651500 0.06651500 -0.31498000 -0.19650000 0.26498000 0.25902000 0.27253000 -0.01587900 0.00013863 0.32141000 -0.03476800 0.30521000 0.29483000 0.04372300 -0.01064600 -0.00069303 -0.00926660 -0.02491200 -0.02491200 -0.00526100 -0.33156000 -0.33260000 -0.01023200 0.23225000 0.09850100 0.17370000 0.17370000 0.17370000 -0.33952000 -0.33952000 -0.33837000 -0.01574100 -0.07227400 0.30138000 -0.67343000 0.02090300 0.02090300 -0.33272000 -0.33272000 -0.33272000 0.06651500 -0.33006000 -0.19650000 0.26498000 0.26498000 0.63179000 0.63792000 0.27253000 0.00124810 0.00124810 -0.01587900 -0.01587900 -0.32855000 -0.32855000 -0.03476800 -0.03476800 -0.33514000 0.06594200 0.01307400 -0.55407000 -0.333 -0.333 0.000 0.000 -0.315 -0.315 0.265 0.638 0.273 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.305 0.305 -0.335 0.617 0.141 0.000 0.000 0.232 0.174 0.174 0.209 -0.130 0.000 0.000 0.301 0.301 -0.078 1.217 0.000 0.000 0.000 0.000 -0.333 -0.333 0.000 0.000 -0.315 -0.315 0.265 0.638 0.273 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.000 0.000 0.000 0.305 0.305 -0.335 0.617 0.141 0.000 0.000 0.232 0.174 0.174 0.209 -0.130 0.000 0.000 0.301 0.301 -0.078 1.217 0.000 0.000 0.000 0.000 11.766247 NA 10.425392 6.724336 12.106116 12.475131 10.526733 11.154260 10.381987 9.805486 11.178892 12.551468 8.862413 10.415052 10.478991 9.780709 4.545060 11.828505 12.733169 10.490613 11.228874 10.333250 10.659097 12.670911 12.790698 9.158929 -1.114972 2.207049 9.662389 10.828014 10.4747844 12.7698762 11.2357963 0.4700943 11.4672753 11.1172544 14.6672080 10.7045141 6.7799504 8.5733836 8.9444778 12.3717169 9.7244079 7.8624130 10.2623384 8.6957051 8.0424802 10.8407832 8.8143918 7.0749581 14.4993255 2.6924942 10.7916481 10.5937862 5.8624142 6.5716343 -1.1149724 10.0786587 -1.1149724 9.4126103 9.5280876 10.4906128 11.8911086 11.5582215 10.9189004 11.4404414 -1.1149724 NA 6.8276476 10.5451292 5.3445658 3.6924830 10.8400566 11.2712652 11.4592537 11.3626386 10.1043018 9.5821008 10.1229408 9.9162969 7.5993788 10.3729733 11.0108696 4.2070651 NA -0.1148161 8.9161452 9.6997158 10.5733836 7.4587806 10.1495759 4.7920224 TCGA-CV-7091 54 0 NA 3381 head and neck stage i t1 n0 NA 19-3-2015 male 2001 NA NA head and neck squamous cell carcinoma yes NA 1959 0 white not hispanic or latino 164.62.0 2 2 2 3 3 3 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 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11.070889 10.509790 10.339204 10.735847 13.437223 12.392203 9.122186 NA 2.417785 9.030393 10.170288 10.9583314 12.1896312 10.9269976 0.1953476 11.7046759 10.2859493 14.1114294 9.9289761 6.7137206 8.4480610 9.5826950 11.4697738 9.5127405 9.2038244 10.0744684 8.8583606 10.9624766 11.2753249 8.5733291 6.7031907 11.5272457 2.8583590 10.4254161 10.5319023 4.9679847 5.8488382 0.6104166 9.9021794 -1.3894889 9.3603026 9.2186879 11.0708891 11.5969863 10.9887281 10.2762132 11.2813107 4.1339991 -1.3894889 7.6104328 9.9301053 7.2103460 4.4684139 11.8156155 11.3915879 10.8845201 12.2833005 10.5393216 10.2587907 8.5500126 9.8944475 8.0048957 10.5146915 10.5496451 4.2542917 NA 8.3004313 8.1466221 9.7928275 10.0267030 7.0942487 10.4048491 4.8958358 TCGA-CV-7095 87 1 572 NA head and neck stage ii t2 nx NA 19-3-2015 female 2001 NA NA head and neck squamous cell carcinoma yes 40 1970 0 NA hispanic or latino 164.62.0 1 7 4 2 1 1 3 1 4 1 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 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14.025643 10.539732 11.407189 8.556452 9.222383 11.928673 12.044360 7.716492 10.887219 11.161425 10.185727 2.912592 12.767109 9.935274 10.806075 10.836679 10.325302 10.016616 12.608998 12.363663 8.291805 -0.927414 1.072655 9.152121 11.073341 10.61711791 12.72917295 10.98327909 NA 11.25596159 10.07052149 14.67715977 9.93217119 6.64249220 8.81410336 9.59128951 12.17346293 8.93182959 8.17592424 10.43786524 8.79715017 7.41693261 10.95336783 8.37184459 7.46065329 12.40159172 1.07265464 10.71242924 10.51350555 6.56448945 6.37641716 2.24257202 10.05063175 -0.92741395 8.84742353 8.81072875 10.80607541 11.66017952 11.22047725 10.65853784 11.39400082 0.07258605 1.39456902 6.83418786 10.75079633 6.95527909 2.39456902 11.35282715 11.07931310 10.10192355 11.97595337 10.44876171 9.42467986 8.75913685 10.37829919 7.10054250 9.99075424 10.07685687 2.07262034 NA 4.65759999 7.95491283 9.69560327 9.90789728 6.86705259 10.22428717 4.65759999 TCGA-CV-7097 53 1 385 NA head and neck stage ii t2 nx NA 19-3-2015 male 2002 NA NA head and neck squamous cell carcinoma yes 64 1970 NA white not hispanic or latino 164.62.0 2 6 2 2 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 5 0 0 2.00253e-06 7.787615e-07 10.0627732 0.9180809 10.1731436 3.5030815 9.3610586 10.1574749 8.6240929 15.9800600 7.1849011 7.3742640 6.0308150 7.9067998 NA 8.6032142 9.1079397 -0.4037327 2.1811344 10.4099681 NA NA 10.7832297 6.0473988 11.4137702 4.7254685 10.8559302 10.4955439 9.9119026 -1.4039236 -0.4037327 3.9537402 NA 14.4129956 5.2108953 11.4603731 9.0055780 7.6994746 11.9864903 4.1507790 NA 1.5961719 13.1456708 8.7921744 -0.4037327 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0.156 0.156 -0.115 -0.115 0.000 0.000 10.785085 NA 9.345788 7.225544 12.077356 12.209387 10.950161 11.147174 9.862388 9.339338 11.043787 11.694384 8.312149 10.510198 10.608811 10.831603 3.379649 12.319832 11.707486 10.377956 10.402737 10.772983 9.436965 12.738453 12.147174 7.521000 1.766129 1.403540 8.451055 10.800452 10.3877568 11.6168197 11.6122988 -0.4037327 11.0741981 10.5023259 14.9701724 8.0840270 7.0678624 8.6199412 9.1867739 12.2220099 9.8916976 8.1792697 10.0910425 8.4163660 2.1811344 10.8238028 8.6227104 7.5590826 13.1456708 1.4035404 10.2734661 10.1849016 6.2686122 6.1275693 2.5030688 9.5569129 -0.4037327 8.6199412 9.4626931 10.3779564 12.3141846 11.2944575 11.3397591 11.8864938 4.8441144 1.4035404 8.7344587 11.3308965 5.0719214 4.0556208 10.6872917 12.3021433 11.9039570 12.3589842 10.9493338 10.3527433 10.1565197 9.2328116 7.7934037 10.3514919 10.6007586 3.4035404 NA -1.4039236 8.0793978 10.3962779 9.3044086 7.0266396 10.2935889 4.5503836 TCGA-CV-7099 85 1 243 NA head and neck stage ii t2 nx NA 19-3-2015 female 2002 NA NA head and neck squamous cell carcinoma yes NA 1936 NA white NA 164.62.0 3 6 1 1 3 3 1 3 4 2 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 7 0 0 0 0 0 0 0 7 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 4 0 0 4 0 0 0 0 0 0 0 0 4 6 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 1 6 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 7 0 0 0 0 0 0 0 0 7 0 0 7 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 4 0 0 8.221179e-06 3.05259e-06 7.6544491 NA 10.5887899 NA 9.1896588 10.0426855 8.5903883 15.5028070 6.4442314 7.5366777 5.6906685 8.0548946 NA 9.7907018 9.0835546 2.7718011 7.9240910 11.8462822 NA NA 7.7025433 7.9240910 11.0176560 NA 10.2909510 10.4561166 10.6831982 NA NA 0.3568199 NA 12.9501598 5.2475402 11.2399211 8.0149801 4.3263935 13.3033705 -1.2280299 NA 1.9417449 12.3712542 9.2656617 -1.2280299 11.7049436 9.9864714 12.0397633 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iii t2 n1 NA 19-3-2015 male 2001 NA NA head and neck squamous cell carcinoma yes NA 1959 NA white NA 164.62.0 3 5 1 1 2 3 1 3 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.781291e-07 1.112516e-07 10.31219638 NA 10.50946150 1.24129106 9.41918829 10.47297163 8.65405203 16.48657497 7.09925101 7.72991367 NA 8.03308431 NA 9.90304852 7.85892155 3.72670045 11.24436663 11.28730306 NA NA 10.55188318 3.31166295 11.73252229 NA 10.40164614 10.89124510 10.30682124 NA -0.08069806 3.87353762 NA 12.74737962 5.12879654 11.54299522 7.48539623 7.70070188 12.18568967 9.14092944 NA NA 13.01811467 8.91652173 NA 14.39561389 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9.85048613 9.90376076 9.97394671 6.95826154 9.59882241 5.06908774 TCGA-CV-7101 80 1 160 NA head and neck stage ii t2 nx NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes NA 1939 0 white not hispanic or latino 164.62.0 2 4 4 2 2 2 1 2 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 4.58913e-06 1.474084e-06 8.7242297 NA 11.1460913 1.5443370 9.7969859 9.9789488 8.7813597 15.7505500 8.1505937 6.8030552 5.1799091 7.8084282 0.3219281 8.8854423 8.3862216 4.7369674 7.9366379 10.8395975 -1.2629190 NA 10.2197736 5.2447615 11.7399564 NA 10.4133635 10.7966480 11.0098869 -1.2629190 2.2042346 2.9848992 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8.617242 9.285142 9.857082 7.167502 9.855836 5.323518 TCGA-CV-7103 49 1 1591 NA head and neck stage iva t2 n2b NA 19-3-2015 male 2000 NA NA head and neck squamous cell carcinoma yes NA NA 2 white not hispanic or latino 164.62.0 2 4 4 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 9.734519e-07 3.893807e-07 10.85218436 2.26534687 10.69639442 5.18591014 9.81168793 10.11352041 8.74107795 14.33826670 8.02594570 7.68199102 6.73876108 7.47201004 -0.54203806 7.89470137 8.85886904 5.98155130 10.76547507 11.21120638 0.04292445 NA 13.46128793 7.94984247 11.86791090 -1.54203806 10.79058570 10.50613588 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10.1466771 10.8771598 10.9197249 6.7294522 8.1601624 9.0689499 11.1698717 4.1304120 5.2524043 11.1139675 11.4681681 9.9647931 11.9744284 10.2861262 10.5391402 9.0736192 10.9427697 8.1497334 10.4356273 11.3181067 -1.5420381 -1.5420381 6.1994564 8.5323587 9.0900762 9.7404989 7.9971484 10.6366545 5.7708713 TCGA-CV-7104 61 1 393 NA head and neck stage iva t2 n2b NA 19-3-2015 female 2000 NA NA head and neck squamous cell carcinoma yes NA NA 8 white not hispanic or latino 164.62.0 1 3 4 2 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 7 0 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 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 7 0 0 2.280659e-06 7.231357e-07 9.9489029 NA 10.3943140 3.2991567 9.4275027 10.5055052 8.9754344 15.8175521 7.3866196 7.5015036 5.5262253 7.6406253 3.1616459 9.8834360 8.1661545 5.5946112 5.7939219 11.4838068 NA NA 9.7292292 5.4979380 11.4792920 NA 9.7337849 10.2554670 10.6128644 0.8397178 NA 3.2320467 NA 14.6961750 6.4835820 11.8753834 8.3495002 7.3672024 10.0158984 2.6470842 NA -0.1602016 13.5420061 8.6502968 0.4247071 11.3086037 8.7236821 12.2753954 7.5505313 7.1204961 4.1616539 NA NA 0.4247071 -1.1603628 16.3292115 17.0463060 12.0982912 10.3676908 13.2525596 NA NA 4.1251303 14.1735095 1.1616297 9.2701778 11.3776715 NA 19.0179402 11.7868141 NA 5.9586664 3.2991567 11.9210421 5.7100901 10.0576829 6.0491777 2.0096338 10.6329221 9.7100899 12.0141828 10.2055008 12.1637650 -1.1603628 8.4246878 10.8878714 NA 1.4247071 9.1239708 10.8159313 6.9218743 4.6470785 NA 6.9945435 NA 11.2005723 NA 12.7124962 9.0747463 11.2602118 4.7466137 2.3264511 13.0299357 4.2320390 8.5574017 10.5001668 9.8675276 11.7675031 0.8397178 8.9818321 8.4171542 12.2792964 7.7910098 13.3748183 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9.475443 -1.160363 8.808392 9.836199 10.205501 12.163765 11.256259 10.887871 11.922540 2.009634 7.265990 9.048959 12.670141 6.994544 4.049178 11.200572 11.263891 11.260212 11.434516 10.504172 9.629259 9.788822 8.557402 7.351478 9.907832 9.734543 3.839728 1.424707 6.087652 8.863119 10.100645 9.995808 7.148065 10.736436 4.161654 TCGA-CV-7177 82 1 663 NA head and neck stage ii t2 nx NA 19-3-2015 female 1999 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 164.62.0 2 4 3 3 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 4 0 3.468852e-06 1.17941e-06 10.2879163 NA 10.9117678 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8.8211260 7.0069925 13.8168225 3.7471296 10.5277947 10.3057476 6.1574096 4.4060876 2.4991953 9.7892169 NA 8.3818410 10.5408571 11.0129255 11.6606448 10.8796590 10.7195763 11.1707390 NA NA 8.3343010 9.7316189 7.3000981 6.2540857 10.8479261 11.3974214 10.2507421 12.0647761 10.0050094 9.8120809 8.5326209 10.4998388 8.0148975 9.5381169 11.0619174 0.4991698 -0.5008302 8.3097696 7.5965454 9.8132146 10.4202950 8.5544803 10.1239935 4.5435949 TCGA-CV-7178 64 1 2166 NA head and neck stage iva t4a n2 NA 19-3-2015 female 2000 NA NA head and neck squamous cell carcinoma yes NA NA 4 white not hispanic or latino 164.62.0 1 3 3 1 1 1 3 1 4 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 6 0 0 0 0 7 0 0 0 0 0 0 0 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ii t2 nx NA 19-3-2015 male 1996 NA NA head and neck squamous cell carcinoma yes NA 1987 0 white not hispanic or latino 164.62.0 1 3 3 1 3 3 3 1 4 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 1.838492e-06 6.590819e-07 7.0047789 NA 10.0751677 NA 8.9870369 9.8429458 8.8651895 15.7708140 6.7684265 7.5219145 4.7455869 8.2916597 NA 9.0270476 8.5463481 4.5833145 10.3882139 12.4495633 NA NA 2.1909941 5.1682770 11.2903450 2.9983580 10.8217194 10.4335759 10.7721978 NA 0.1910572 0.7759355 -0.8089428 13.0457682 2.5129348 10.8625383 8.7532395 2.7759566 13.0198279 1.9983399 NA 0.1910572 12.9213612 8.7047247 0.1910572 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10.5879266 11.6121564 10.0754766 6.4151603 13.1781241 9.4133195 12.8617215 11.4085154 11.0423661 12.0220659 14.4333423 13.4111266 6.4361602 -0.1413028 4.7413753 8.8657580 10.4989756 11.191606 12.427281 12.205106 2.666075 12.055333 10.753927 15.110526 9.005936 6.998282 9.598511 9.249974 13.490419 8.059212 9.401762 9.830993 8.581538 4.812929 11.117885 10.117297 8.041125 13.463689 2.666075 10.313544 10.240814 7.120826 7.043606 5.334465 10.205244 1.443713 8.977672 9.816558 12.861721 11.759220 11.189368 11.726975 11.590262 6.659631 7.194122 9.677313 10.175578 5.048554 8.046083 11.478951 11.542164 10.466061 12.447797 10.373445 9.855204 9.962674 10.589545 8.560903 10.984790 11.287091 5.068185 2.180657 3.559174 10.080578 9.991230 9.328372 6.818733 9.859435 4.382294 TCGA-CV-7236 77 1 144 NA head and neck stage iva t3 n2c NA 19-3-2015 female 2007 NA NA head and neck squamous cell carcinoma yes NA NA 6 white not hispanic or latino 164.62.0 3 1 4 2 2 3 1 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.2757109 -1.4599727 NA 3.6693330 14.1805200 3.8975986 9.4978766 11.2289550 0.8619554 18.2059349 11.1579757 -1.4599727 6.0869430 3.7099743 11.9439931 2.5400521 10.1450655 6.9871321 4.5173261 10.6827944 10.9353154 12.0038991 11.9000731 12.5973640 1.1249898 8.2662675 11.0975128 0.8619554 2.8619752 9.9014447 10.0096909 2.3474105 5.7099743 NA 6.5568570 1.8619951 10.9746774 NA 13.1313961 10.0466988 11.1494587 6.8346695 1.5219050 13.2112584 6.1982604 9.3142103 10.2217268 10.1241002 11.7730695 1.1249898 11.1721355 8.6354461 12.2279715 8.0733790 11.4289826 0.5400273 9.9350476 2.3474105 5.3980288 -0.0222350 -0.0222350 0.2853300 -0.0488830 -0.0132640 -0.0132640 3.6569000 0.0000000 -0.2597400 0.2607500 0.2607500 -0.2576900 -0.2576900 -0.2576900 0.2431100 0.0080567 0.0080567 0.0073609 0.0073609 0.0086135 0.0086135 0.0755590 0.0744080 -0.2306700 -0.2306700 0.0012481 0.0075000 0.0075000 0.2333400 -0.0193660 -0.0193660 0.0049969 -0.0222350 -0.0222350 -0.0222350 -0.2560000 -0.2558900 -0.2628300 -0.2628300 -0.2630000 0.0987060 0.0987060 0.0987060 -0.0488830 -0.0488830 -0.0488830 -0.0132640 0.0000000 0.0000000 -0.2653500 -0.2576900 0.2431100 -0.0254830 -0.0254830 -0.0434660 0.0080567 0.0080567 0.0073609 0.0086135 0.0086135 0.0054139 0.0054139 0.0755590 -0.1360000 -0.1360000 0.0744080 0.0744080 -0.2306700 -0.2306700 0.0012481 0.0012481 0.0011093 -0.1509300 -0.1509300 -0.1509300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 0.000 0.000 -0.231 -0.231 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.032 0.285 -0.263 0.000 0.000 0.000 0.000 0.000 0.265 0.000 -0.260 0.001 -0.258 0.243 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 0.000 0.000 -0.231 -0.231 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.032 0.285 -0.263 0.000 0.000 0.000 0.000 0.000 0.265 0.000 -0.260 0.001 -0.258 0.243 -0.151 -0.151 11.584102 1.999495 10.018819 5.923753 12.110142 15.749134 11.212695 11.750568 9.051802 9.537228 11.105389 11.916446 7.811512 10.864230 11.179164 10.280251 4.863061 12.003899 9.099426 11.900073 11.394138 10.466345 11.382007 13.279824 12.832251 7.514464 -1.459973 3.398036 9.846680 9.289081 11.2855134 12.0644684 10.6231960 1.3473822 11.7583096 10.9663139 14.8913704 9.4333507 6.9705017 8.5258911 9.3401401 12.1873951 9.5557638 8.6141905 10.5683006 8.9334396 8.2265495 11.3937485 8.2679697 8.1547589 13.2540799 3.0636065 10.2287366 10.6547675 5.5287338 6.2474073 1.1249898 9.5115926 NA 9.5022222 11.0927182 11.9000731 12.5973640 11.1318052 11.0975128 11.7885697 5.0157830 -1.4599727 8.2747080 11.7326502 7.3665976 5.4348684 10.9746774 11.7814365 11.1494587 11.8553402 10.2903374 10.2911747 9.7980262 9.3142103 7.6641706 10.0137548 10.4188664 1.8619951 -0.4599727 7.6511845 9.0497549 9.9767607 10.3111258 6.7879770 10.4611462 5.8887773 TCGA-CV-7238 69 0 NA 1444 head and neck stage ii t2 n0 NA 19-3-2015 female 2007 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 164.62.0 3 1 4 3 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 7 0 0 0 0 7 0 0 0 0 0 0 0 0 7 0 0 1.362833e-06 5.562582e-07 9.5656910 NA 10.1104529 3.0907349 9.0896560 10.4997166 8.9803424 15.4349332 6.7964446 8.3708378 4.9463379 7.9054267 -1.3015148 8.9569784 7.7263183 5.8379634 5.2530022 10.6131712 NA -1.3015148 7.9344263 7.2682678 10.8977780 2.5057639 10.3057427 9.9970478 9.9780230 -0.3015148 -1.3015148 4.0907264 NA 13.4100256 6.5313019 10.8405194 8.4944520 7.3020384 10.9555055 4.6291526 NA 2.6984185 10.9472294 9.3341305 -0.3015148 10.9365185 6.0666575 11.5448822 8.6913506 7.3204639 4.4533003 0.2833292 2.7858853 -0.3015148 0.2833292 16.2523488 16.3941825 12.2921536 10.6906426 12.7012274 0.2833292 NA 4.2529984 13.4295192 3.2833736 9.4424053 11.2205034 1.2833884 18.2282032 11.2457889 NA 6.4665961 1.2833884 11.4182290 4.8683361 10.2918035 6.4863154 3.9078617 11.2677933 9.8956291 11.7445866 10.6306271 10.8544954 NA 8.5932301 10.9915966 NA 1.5057893 9.1578441 11.3064361 7.7885245 4.9463379 3.0907349 6.7040364 NA 9.5977693 -0.3015148 12.8431502 9.3063714 10.6573275 4.7645001 4.1098369 12.9132627 6.6984130 10.2083753 12.6357862 10.2562733 11.1314761 0.6983963 8.8832878 9.4365046 11.8074268 8.7577567 11.8443445 2.5057639 10.3659675 2.0203422 5.4263319 -0.01505400 -0.01505400 0.27017000 -0.01986300 0.00083195 0.00083195 0.04996600 0.04996600 -0.15899000 0.39313000 0.39313000 -0.14065000 -0.14065000 1.55540000 0.08623300 -0.00006175 -0.00006175 0.00027728 0.00027728 0.00110930 0.00110930 0.04089200 0.04783600 -0.06370300 -0.06370300 -0.02370300 0.00847430 0.00847430 0.01852300 -0.00820190 -0.00820190 0.00402430 -0.01505400 -0.01505400 -0.01505400 -0.16383000 -0.16383000 -0.16383000 -0.16383000 -0.16294000 -0.00470790 -0.00470790 -0.00470790 -0.01986300 -0.01986300 -0.01986300 0.00083195 0.04996600 0.04996600 -0.15886000 -0.14065000 0.06384900 0.00000000 0.00000000 0.00000000 -0.00006175 -0.00006175 0.00027728 0.00110930 0.00110930 0.15547000 0.15547000 0.04089200 -0.02288100 -0.02288100 0.04783600 0.04783600 -0.06370300 -0.06370300 -0.02370300 -0.02370300 0.04939800 0.01852300 0.01852300 0.01852300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.106 0.270 -0.158 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.159 0.234 0.025 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.106 0.270 -0.158 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.159 0.234 0.025 0.165 0.000 0.000 11.190766 NA 9.788220 5.993033 11.299022 11.053474 10.695592 11.315650 9.198258 10.046034 10.702633 11.264942 8.082117 10.424205 10.755727 10.058162 5.145828 11.744587 8.372605 10.630627 10.844663 9.839881 11.390592 12.710052 12.637992 6.927232 1.020342 3.907862 10.047694 8.933230 10.147045 12.501837 11.551332 1.505789 11.302270 10.407065 13.688382 9.957567 7.264466 8.557947 8.734586 12.059122 7.986125 8.338658 10.804648 9.306667 5.253002 11.215590 8.651154 8.551722 10.947229 3.983814 10.989871 10.690643 6.073452 7.584109 2.946338 10.069644 -1.301515 9.315880 8.800388 10.630627 10.854495 9.993607 10.991597 11.139541 4.157844 3.342270 8.342052 12.765511 8.781892 6.190265 9.597769 11.341141 10.657327 11.807753 10.581437 10.117319 9.567235 10.208375 7.593230 10.853547 10.148077 4.652607 4.652607 4.453300 10.143329 9.153739 9.968708 7.225889 10.265893 5.342270 TCGA-CV-7242 60 0 NA 1095 head and neck stage ii t2 n0 NA 19-3-2015 female 2008 NA NA head and neck squamous cell carcinoma yes 40 1971 0 white not hispanic or latino 164.62.0 2 2 2 3 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 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 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 5 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 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 4 0 0 7.175731e-06 1.835652e-06 8.4268463 NA 10.4478476 -0.5955328 9.8998338 10.3433229 8.8401488 15.6175257 7.5182204 7.9319554 6.4759409 8.1576951 5.7967950 9.7941097 8.4719129 5.8474207 11.8485874 12.8957052 NA -1.5955328 3.8639087 6.8432704 11.6553690 NA 10.5986197 10.6154541 11.0857168 -0.5955328 4.2345780 2.6523947 3.4488745 14.1682095 7.6712651 11.5733072 8.3278059 5.2499686 12.2141461 6.0769032 2.5743922 2.4919300 11.6556649 8.9856789 3.8963300 11.6131700 8.4887684 12.1255776 7.8053576 6.4323849 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0.000 0.000 0.000 -0.355 0.648 0.000 0.711 0.000 0.694 1.097 -0.407 -0.407 -0.620 0.090 10.9363197 -1.3208465 9.6396629 3.1386507 10.7713229 11.5488165 8.5465052 12.0577923 9.6084849 8.6129171 12.3842778 11.6350580 7.4206938 10.7693389 10.4274194 10.5133025 5.4851627 11.6579155 13.2565963 9.7351867 10.1221700 10.7818584 10.2227418 13.7411326 12.1977567 10.1049669 -1.3208465 0.6792436 8.4589459 9.8983951 10.3498827 12.9978399 12.2699305 -1.3208465 11.6815141 10.7405977 13.1717050 10.0422662 6.1870214 9.2939365 9.6700396 12.6914146 7.7816220 8.4424389 10.0880870 9.1324972 8.6421225 10.7848077 7.5679698 5.4736408 12.6808986 3.0011537 11.0923255 10.8594465 6.1054916 3.5861162 2.4865857 9.5755589 0.2642362 9.3445624 10.0880870 9.7351867 10.5943589 10.8510288 10.5649228 10.9062407 4.2939369 2.8491586 7.4736424 10.6021826 3.7666906 3.7666906 10.9386756 11.4964101 10.7412726 12.0210233 9.6636449 10.2299733 9.2386037 9.7392468 8.0779704 10.5924899 10.6918511 NA NA -0.3208465 8.1050510 8.9518564 10.7402602 8.0367786 10.2486075 4.2027860 TCGA-CV-7245 62 0 NA 797 head and neck stage iva t4a n0 NA 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma yes 60 1966 0 white hispanic or latino 164.62.0 1 2 3 3 2 2 1 2 4 2 0 0 0 1 7 0 0 0 0 0 6 0 0 0 0 1 0 0 7 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 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 1 0 0 0 0 6 4 1 4 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 7 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 6 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 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.12086e-05 3.615678e-06 8.2824648 NA 10.2374278 1.9805006 10.0557233 10.5442798 8.8704717 15.6375732 7.8922034 7.4201346 5.5534004 7.7407326 NA 10.0541176 8.5056409 3.5654753 10.2102917 11.0866819 0.2435472 3.8285097 9.9306300 7.3555511 11.7417303 0.9805372 10.8437686 11.0382326 10.9706156 4.7460440 2.3590151 3.6127771 1.4659222 13.8133620 5.5289494 12.0273627 9.0963357 8.5564290 13.6042102 2.7460547 -0.3413543 1.8285097 14.6160483 9.0249056 0.9805372 11.5615238 10.7719350 12.3051422 6.2952087 5.8384930 2.6585771 2.7545027 NA 2.6585771 2.6585771 15.2442502 15.3414563 12.7998924 10.0795964 13.9126156 NA 1.6586000 3.6585885 13.3955667 1.6586000 8.5729685 11.1953163 0.2435472 19.0440668 10.4586744 5.7029788 5.9253705 -1.3415371 12.4129491 2.1180274 10.0984143 6.4399439 3.6127771 11.4515770 10.8171931 12.8085346 10.8121355 11.0708887 -1.3415371 8.5966929 9.4184716 -1.3415371 -0.3413543 9.5219955 8.1604206 5.5654753 1.8285097 -1.3415371 7.2879404 -1.3415371 10.2626733 7.8234902 12.8970629 9.3604617 11.1506870 1.6586000 1.1310626 13.2057190 6.5227698 9.3169825 5.7138662 10.9548832 11.3245855 0.6585543 10.8680368 6.8680373 11.2088493 7.1261892 11.4554343 NA 11.4489320 NA 7.5040737 0.15203000 0.14384000 1.12920000 1.36170000 -0.00678130 -0.00678130 0.21482000 0.21482000 -0.04021100 0.40881000 3.65690000 -0.63916000 -0.63916000 -0.47131000 0.45263000 -0.12415000 -0.12415000 0.43530000 0.43530000 -0.32344000 -0.32344000 0.00083195 -0.03081300 0.18177000 -0.48239000 -0.03504000 0.45479000 0.45479000 0.88206000 -0.04644800 -0.47649000 -0.01161100 0.15203000 0.14384000 0.12904000 -0.48940000 -0.48155000 -0.47289000 -0.49413000 -0.48165000 0.38783000 -0.14142000 0.37166000 -0.48355000 -0.48355000 -0.48355000 -0.00678130 0.21482000 0.21178000 -0.61422000 -0.63916000 0.45990000 -0.51779000 -0.49653000 -0.18509000 -0.12415000 1.36150000 0.40094000 -0.32344000 -0.32344000 0.12064000 0.60684000 0.00083195 0.46246000 0.02525000 -0.52215000 -0.07160600 -0.95631000 -0.98601000 -0.45286000 -0.11879000 -0.50069000 -0.74307000 -0.74307000 0.88206000 -0.497 -0.497 -0.123 0.000 0.435 0.435 -0.323 0.612 0.000 0.462 0.462 -0.491 0.000 -0.764 -0.940 0.332 0.000 0.000 0.000 0.455 0.455 -0.471 0.441 0.152 0.152 -0.463 0.697 -0.110 0.372 1.336 0.852 0.000 0.000 0.215 0.215 0.000 0.409 -0.430 0.023 -0.729 0.153 -0.497 -0.497 -0.123 0.000 0.435 0.435 -0.323 0.612 0.000 0.462 0.462 -0.491 0.000 -0.764 -0.940 0.332 0.000 0.000 0.000 0.455 0.455 -0.471 0.441 0.152 0.152 -0.463 0.697 -0.110 0.372 1.336 0.852 0.000 0.000 0.215 0.215 0.000 0.409 -0.430 0.023 -0.729 0.153 11.1576819 1.4659222 10.0613291 4.0509021 11.8751778 11.9521873 10.9557863 11.5686640 9.5351004 8.6571741 12.1376058 11.7902797 7.2208262 10.8744198 13.8775250 10.2755917 5.7049439 12.8085346 8.8032416 10.8121355 11.2303361 9.6795635 11.3503270 13.0950185 13.0506996 9.3345406 -0.3413543 1.6586000 9.3779722 9.8613196 10.7680877 12.3215856 11.6080455 1.2435472 11.8815293 10.4419910 14.1621291 8.8247465 5.5165636 9.5048573 9.3848017 12.4494410 9.4159902 8.6315634 10.0973753 9.0774903 10.2102917 11.2999579 9.3051422 5.7460467 14.6160483 2.1180274 10.4775650 10.0795964 5.6809516 5.5654753 1.4659222 8.4134710 -1.3415371 9.0626606 9.3363030 10.8121355 11.0708887 10.7087722 9.4184716 11.6851069 4.5654753 -0.3413543 7.2322310 9.2732932 4.5165636 3.9439869 10.2626733 12.0755129 11.1506870 11.9703318 10.4391233 11.5878419 8.8655978 9.3169825 8.4513739 10.0363363 9.9566461 1.4659222 -1.3415371 6.3932926 8.0132518 9.1524390 10.1484315 6.6185852 9.7118306 4.4134722 TCGA-CV-7247 55 1 577 NA head and neck stage iii t3 n0 NA 19-3-2015 male 1995 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 164.62.0 1 3 1 1 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.613149e-06 5.006324e-07 9.63315000 -1.55681773 11.25188741 1.44334143 9.66672375 9.87899564 8.38583997 14.60094861 6.55706693 7.05803503 5.31368846 7.94715123 2.35021434 8.90173186 9.12192561 2.35021434 10.13506884 10.63715865 NA NA 8.41773988 7.84420485 11.96148670 0.44328837 10.43873915 10.88055728 10.95705298 -1.55681773 -0.55660553 2.83564117 0.76528013 14.10685566 5.56226685 11.35602763 7.47399223 7.54398763 11.51729951 4.05803936 NA 1.02828624 13.75918250 8.63067739 -1.55681773 10.76017253 6.37299736 11.91715793 5.43201066 5.83564369 0.44328837 NA -1.55681773 4.72872596 2.90274893 13.92443102 14.10801179 12.73117117 11.22796021 13.38046925 NA NA 5.07268036 13.58710714 2.90274893 9.15068457 11.52846583 0.02828624 18.98897238 9.14809368 NA 6.17803536 2.25068877 11.90940182 3.53078242 10.47778042 4.69125498 6.63808253 11.20071535 10.15456207 12.53671980 11.51579296 11.77927392 NA 8.62199030 11.50047095 NA NA 9.14376508 11.63005862 7.22796051 3.86958521 -1.55681773 7.68649913 -1.55681773 11.17549279 6.60319607 13.17506865 10.03996703 11.74038490 2.61324874 0.52396335 13.37604762 4.11574908 10.06563343 8.40332738 9.65724966 11.18310597 1.02828624 10.76525344 7.85695333 12.00198523 7.78094717 11.07904344 NA 9.73392032 0.44328837 3.08717427 0.128890 0.128890 0.315140 0.020063 -0.195000 -0.195000 0.609370 3.656900 -0.490890 0.455810 0.455810 0.308090 -0.509390 0.312900 0.312900 0.227310 3.656900 1.006000 0.119020 0.186920 0.186920 -0.104080 0.098851 0.556910 -0.029721 0.157870 -0.083997 -0.373670 0.168500 0.000000 0.000000 0.626240 0.128890 0.128890 0.128890 -0.469400 -0.469400 -0.469400 -0.469400 -0.263450 -0.250920 -0.250920 -0.268970 0.020063 -0.093931 -0.093931 -1.081000 3.656900 -0.390850 -0.490890 -0.509390 0.312900 -0.491830 -0.491830 -0.062495 0.227310 -0.501940 0.246380 0.186920 0.186920 -0.083333 -0.101150 -0.105370 0.036370 0.036370 0.296280 0.098851 -0.516090 -0.516090 -0.538040 0.119910 -0.270570 -0.112340 -0.113000 0.042874 -0.429 0.000 0.227 -0.452 1.006 0.119 0.187 0.000 -0.105 0.000 0.000 -0.363 0.000 0.557 -0.486 0.120 0.120 0.000 0.000 -0.332 -0.332 -0.271 0.000 0.129 0.129 -0.154 0.315 -0.251 -0.251 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9.24745643 11.51579296 11.77927392 11.37091818 11.50047095 11.96578428 NA 3.19821124 8.69350543 12.54242655 6.17803536 4.37406572 11.17549279 12.03321054 11.74038490 12.62889771 10.64942397 10.11353903 8.94117705 10.06563343 7.42631927 9.72351607 10.21811238 0.76528013 -0.55660553 6.12280522 8.04085628 9.94416723 9.56356314 7.00174596 9.87011423 4.72872596 TCGA-CV-7248 63 1 521 NA head and neck stage iva t4a n2c NA 19-3-2015 female 2001 NA NA head and neck squamous cell carcinoma yes 30 1967 4 black or african american not hispanic or latino 164.62.0 1 4 2 1 2 2 1 2 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 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 4 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 4 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6.563847e-06 2.141594e-06 10.06491383 6.47909310 10.63434487 2.87338013 10.21244726 10.36801005 9.39829671 15.21439505 8.05371360 7.63058093 5.59773675 8.01336790 2.51974317 9.38667043 9.15474749 5.24462832 9.52411149 10.74882070 -1.65018183 -1.65018183 8.38047708 7.25067645 11.76871659 3.05025789 10.55040204 10.65501661 10.22402278 0.93478067 -0.06521933 3.51973059 -0.06521933 15.56843933 6.55438164 11.76884832 8.63173983 6.58342882 11.39061331 2.67174627 -0.65018183 0.34981817 13.08589465 8.63058057 2.05025789 11.12026730 9.78752552 11.62884002 8.03980792 5.61659589 1.34981817 NA -0.65018183 1.51974317 2.15717309 14.59117657 14.82497774 12.44372503 10.06233694 12.83507317 NA 4.05024918 3.39419857 13.08594751 3.93477124 10.11633876 11.69105070 1.51974317 16.52128479 11.27146490 NA 7.07090878 3.80923950 11.93782171 3.87337028 10.10344453 6.64443027 4.05024918 11.08790215 10.56108981 12.76302922 11.54579717 11.10260866 -0.06521933 8.72376264 11.24443817 NA NA 9.91014276 9.63809919 4.59773973 7.66269258 NA 4.80923950 0.67174627 10.27499342 6.18901405 12.66587922 9.73561305 10.70983392 4.28054809 3.78377093 13.07133634 5.64443027 9.84287971 8.63289817 9.38588052 10.91133648 1.80924979 11.18487336 8.59773749 12.36505069 8.07090931 11.33244703 -0.06521933 10.32744755 2.67174627 5.19530035 0.0918800 0.0918800 0.3881600 -0.1995000 1.5948000 1.2598000 0.1715100 0.1715100 -0.1639600 -0.1639600 0.5493000 -0.0034627 -0.0034627 -0.0034627 -0.0034627 -0.0798910 -0.0798910 0.1801100 0.1304200 0.7051300 -0.2253900 0.0029133 0.1434000 0.0305910 -0.3485900 -0.0716060 0.1614500 0.1614500 -0.0257560 -0.0478370 -0.0147150 0.0515300 0.0918800 0.0918800 -0.2905900 -0.2301800 -0.2301800 -0.2301800 -0.2301800 -0.1828200 0.2412400 0.2412400 -0.1912400 -0.1995000 -0.1995000 -0.1995000 -0.2282800 0.1370500 0.1219600 -0.6250300 -0.0034627 -0.0034627 -0.2004500 -0.1860900 -0.1630700 -0.0798910 0.1364300 0.1304200 -0.1644700 -0.2125500 0.1046800 -0.2620300 0.0029133 0.1178500 0.1178500 0.1434000 -0.2613500 -0.3485900 -0.3485900 -0.0716060 -0.0716060 -0.2139200 0.0000000 0.0000000 0.0000000 -0.163 -0.163 0.000 0.136 0.130 0.130 -0.213 0.164 0.000 0.118 0.118 0.126 0.126 0.000 -0.349 0.000 0.000 0.000 0.000 0.161 0.161 -0.214 0.126 0.000 0.000 -0.230 0.388 -0.160 -0.160 -0.199 -0.199 -0.220 0.000 0.172 0.172 -0.164 0.373 0.000 0.000 0.000 0.000 -0.163 -0.163 0.000 0.136 0.130 0.130 -0.213 0.164 0.000 0.118 0.118 0.126 0.126 0.000 -0.349 0.000 0.000 0.000 0.000 0.161 0.161 -0.214 0.126 0.000 0.000 -0.230 0.388 -0.160 -0.160 -0.199 -0.199 -0.220 0.000 0.172 0.172 -0.164 0.373 0.000 0.000 0.000 0.000 11.006682 NA 11.039910 5.256701 10.909904 10.989368 10.474577 11.711342 9.849656 10.060186 12.610509 11.621419 7.776074 10.836645 11.371137 10.743468 5.146435 12.763029 9.396934 11.545797 11.012701 11.780785 11.471052 12.643049 12.871472 12.863476 -1.650182 3.349804 9.691884 9.756015 11.1092820 11.6009964 10.4385981 5.7421275 11.6950765 10.9175284 14.6755888 9.7210419 7.8947741 9.7943072 8.7718747 12.4436401 9.4819947 8.1523264 10.1527301 9.4299611 9.5241115 11.3361852 8.9432011 10.4438876 13.0858946 2.6717463 11.1256259 10.0623369 5.3832343 9.3763334 2.3498182 9.2753642 0.9347807 9.2679278 11.5044698 11.5457972 11.1026087 10.7010252 11.2444382 11.2027294 -0.6501818 7.3554348 9.1530047 9.9977179 10.2738801 5.6535903 10.2749934 11.7693751 10.7098339 12.0465601 10.6042480 10.9686542 9.5027284 9.8428797 7.5762220 10.3173964 10.5362337 5.6985380 3.3941986 7.4372727 9.1091487 10.1671933 10.3270898 8.2626991 10.1799289 5.9043998 TCGA-CV-7250 64 1 2900 NA head and neck stage iva t4a n0 NA 19-3-2015 male 2000 NA NA head and neck squamous cell carcinoma yes 60 1960 NA white not hispanic or latino 164.62.0 3 2 3 3 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 1 0 0 0 0 0 0 0 4 0 0 7 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 7 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 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 7 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4.338814e-06 1.835652e-06 7.4761240 NA 10.5543190 -1.1494406 9.6366852 9.9090836 8.3077964 15.2420283 7.8447692 7.3261490 3.2427397 8.2912845 NA 10.2140027 9.3036860 2.5508514 10.2876474 11.9062062 0.8503994 NA 6.7929295 8.2297936 10.9937987 2.5508514 10.5059462 10.2866064 11.4384273 NA 0.8503994 1.8503994 NA 12.5368066 3.0983353 11.4987730 8.8741699 8.1496237 13.3902407 0.8503994 NA 0.4354152 12.1913782 8.8031566 NA 12.4357301 11.7903491 12.3213285 7.3180212 5.9693554 -1.1494406 5.1188871 NA 0.4354152 1.1723595 14.9638115 14.9187098 12.3747123 10.2523616 12.4681125 NA NA 2.6577772 12.8180020 2.1723595 8.6235545 11.1215866 -1.1494406 16.6820381 9.8865890 3.3739822 6.4797722 -1.1494406 12.0023833 5.5918828 10.1958206 6.9537029 -0.1496006 10.6741807 10.2008021 13.6999672 11.0819367 11.6677989 NA 8.7269323 9.8900200 NA NA 9.5672349 9.2297939 5.3739787 8.0864298 -0.1496006 5.5508545 NA 10.2405845 6.6448311 12.7031400 9.1131329 11.3968276 2.1723595 2.6893663 13.3499867 0.8503994 10.0923985 7.9589401 10.3442159 10.3905434 1.1723595 10.5939876 6.7633053 11.4482352 7.7330587 11.6480770 NA 12.2231445 0.8503994 2.7573007 0.51629000 0.52048000 0.76715000 0.00041593 0.00517560 0.00517560 -0.00221680 -0.01491600 -0.00774820 -0.00774820 -0.00290910 0.00527490 0.00527490 0.00527490 0.00000000 -0.01037000 -0.01037000 -0.00526100 -0.00235530 -0.00705760 -0.00705760 0.00458000 0.55407000 0.00658080 0.00658080 -0.02356600 0.00221930 0.00221930 0.13628000 -0.00877210 -0.00290910 0.73322000 0.57469000 0.52048000 0.50933000 -0.01890200 -0.01890200 -0.01285100 -0.02166800 0.01167900 -0.00815700 -0.00815700 -0.01223300 0.01307400 -0.01188700 -0.01188700 0.23365000 -0.01491600 0.57344000 -0.00157740 0.00527490 0.00527490 0.56187000 0.56187000 0.00041593 -0.01037000 -0.00678130 -0.00235530 -0.00705760 -0.00705760 0.00430210 -0.00857660 0.00458000 -0.67233000 -0.00193990 -0.00733390 0.90554000 -0.12747000 -0.12747000 -0.02356600 -0.02356600 0.00708260 0.11449000 0.09739700 0.13036000 0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.906 0.000 0.000 0.000 0.000 0.000 0.612 0.000 0.000 0.000 0.147 0.516 0.516 0.000 0.767 0.000 0.000 0.000 0.000 0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.130 0.130 0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.906 0.000 0.000 0.000 0.000 0.000 0.612 0.000 0.000 0.000 0.147 0.516 0.516 0.000 0.767 0.000 0.000 0.000 0.000 0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.130 0.130 10.406442 NA 9.772123 6.088820 10.950421 10.759926 10.576634 12.547274 7.145036 7.585125 11.355731 11.360685 7.167828 10.194711 11.325642 11.843177 4.836374 13.699967 7.540413 11.081937 10.493821 10.172343 11.719045 12.590531 12.574610 11.549771 -1.149441 3.242740 9.267213 9.778934 10.8752088 11.8221386 10.4729249 2.0203422 11.5532375 11.1774066 14.4801691 7.4540418 5.8727844 9.2101650 9.8553382 11.3016266 9.1612440 8.8934426 10.1277028 8.7207802 10.2876474 11.3961039 9.1427371 7.1678276 12.1913782 4.5228404 10.0756229 10.2523616 5.9165053 5.9165053 NA 8.3562270 NA 9.1969291 8.6641966 11.0819367 11.6677989 10.7569303 9.8900200 11.5749293 5.4202702 NA 8.1541964 9.0804360 6.5577746 2.1723595 10.2405845 11.3774037 11.3968276 11.9561603 10.5439024 10.6761693 8.3778924 10.0923985 7.4240630 10.3973099 10.1869220 -0.1496006 NA 10.0864296 9.1479164 9.7951275 9.6537393 7.0203400 10.7380169 4.3098456 TCGA-CV-7252 62 1 151 NA head and neck stage iva t4a n0 NA 19-3-2015 female 1994 NA NA head and neck squamous cell carcinoma yes NA NA 0 black or african american not hispanic or latino 164.62.0 3 6 1 1 3 3 1 2 4 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 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 7 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 7 6 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 7 7 0 0 0 0 0 0 0 7 0 0 0 2 0 0 0 0 0 0 0 7 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 7 0 7 0 0 5.897048e-06 2.358819e-06 9.3196498 NA 10.2504629 2.6201406 8.4647887 10.0757362 8.4698009 16.4910713 7.6410221 8.0238575 5.5461351 8.1353091 -1.2866561 9.8800353 8.4714675 5.8831687 9.1447421 10.6973069 NA NA 8.8033569 7.9564186 11.0407972 4.9420640 10.6725220 10.1839034 10.4231899 -1.2866561 -1.2866561 4.3856726 NA 14.7382110 7.7549035 11.1805953 8.3571007 5.5334232 10.4201721 2.1726795 NA 1.2981891 12.4886490 8.6717972 2.0351664 12.6986418 9.5664683 11.7054748 4.8217714 7.2678335 NA 0.7132559 NA 0.7132559 NA 16.1155059 16.1852807 12.4602941 10.5084724 13.0906584 NA -1.2866561 5.6557582 14.7360458 1.2981891 9.5603019 10.9890780 1.5205983 19.0627396 12.5128297 NA 5.9324132 1.5205983 11.9147558 4.4136821 10.3421457 7.8655291 4.0351752 11.2639913 9.7012189 11.8413613 10.4227591 11.7938955 NA 8.3839008 10.4777015 -1.2866561 3.7132449 9.7363057 9.3000844 2.1726795 2.4136753 -0.2868321 4.6674380 1.2981891 10.9735760 NA 12.9558232 10.2091095 11.2414544 6.9800310 2.5949068 12.9754128 5.1561862 10.3555174 7.5238160 9.4847587 9.4970612 0.2981891 8.2754872 9.2210392 12.3548447 8.5011469 12.3007876 -0.2868321 10.6076834 0.2981891 2.5205983 0.01709600 -0.15380000 0.51751000 0.02834100 0.05025000 0.05025000 0.03279500 0.03279500 0.04007200 0.04007200 0.04315700 -0.42123000 -0.42123000 -0.41794000 -0.41794000 0.04315700 0.04315700 0.03214000 -0.03156100 -0.01271300 -0.01271300 0.09115500 0.02454800 0.02777800 0.02777800 0.00930980 0.05480300 0.05480300 -0.02411400 -0.00607360 -0.00277070 -0.00618820 -0.54108000 -0.13871000 -0.16967000 -0.39604000 -0.38078000 -0.39780000 -0.39780000 0.00138680 0.00138680 0.00138680 -0.01780300 0.01270300 -0.05886600 -0.05886600 0.05025000 0.03279500 0.03279500 0.04007200 -0.41794000 -0.41794000 -0.15349000 -0.12946000 -0.00013862 0.04315700 0.04315700 -0.03156100 -0.00774820 -0.00774820 0.01992300 0.01293400 0.09115500 0.01419000 0.01419000 0.02454800 0.02454800 0.00384250 -0.01745500 0.00930980 0.00930980 0.00000000 -0.03572100 -0.03572100 -0.02411400 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.154 -0.154 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 -0.418 0.000 0.000 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.154 -0.154 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 -0.418 0.000 0.000 10.155151 NA 8.531699 6.589762 11.733183 11.982950 10.924829 11.419741 8.635085 8.961172 10.907552 11.439463 7.417148 10.630617 10.657591 10.216573 4.504277 11.841361 9.333464 10.422759 9.915368 10.618255 9.873746 13.018415 12.009731 8.311297 NA 1.035202 8.399745 9.777314 10.3975548 12.0571242 9.4681320 0.7132559 11.4418028 10.7352655 15.4004556 9.5681129 7.5429676 9.3687753 8.5302280 11.4177966 9.4939893 8.1520363 10.6717972 8.5508726 9.1447421 11.1060985 8.5989409 7.8906637 12.4886490 2.1726795 10.0850212 10.5084724 6.6321082 6.7356129 -1.2866561 10.9199536 0.2981891 9.7624124 8.8629916 10.4227591 11.7938955 11.7499333 10.4777015 11.7815190 NA NA 7.8781515 10.4171481 6.7356129 3.8007032 10.9735760 11.9553766 11.2414544 12.0827055 10.5809094 10.2596567 9.7097180 10.3555174 7.9251331 10.5863041 10.3219613 0.7132559 0.7132559 2.1726795 8.1863822 10.0735430 9.3812431 6.7900604 10.1468300 4.4946012 TCGA-CV-7253 58 1 361 NA head and neck stage iva t4a n0 NA 19-3-2015 male 1993 NA NA head and neck squamous cell carcinoma yes NA NA NA black or african american not hispanic or latino 164.62.0 1 2 1 1 2 2 1 1 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 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 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 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.144124e-06 1.168142e-06 6.47096792 NA 10.44702484 -1.66337383 9.85617774 10.44081260 8.57852478 15.60042504 7.48882668 7.30808506 4.00897086 7.38639021 NA 8.28052164 9.31023900 3.38093719 10.22680581 11.21190691 -0.07856367 -1.66337383 5.67639154 2.72885654 11.78336637 NA 10.60274247 11.11091677 10.64174832 0.33651192 -0.66337383 0.33651192 -1.66337383 14.79696541 2.42400836 11.59599058 8.66857798 3.69408900 13.66567212 3.69408900 NA -0.66337383 14.68875758 8.84829431 -0.66337383 13.13085584 12.48800685 12.71835482 6.88728886 4.84433543 0.33651192 0.33651192 NA 1.50644961 -1.66337383 14.70289669 15.36670956 12.37323028 9.17180254 13.13085584 NA 0.65846286 1.33656904 13.75498712 -1.66337383 8.02304184 10.90900492 -0.66337383 18.52046882 8.46066271 NA 6.06446255 NA 12.14309114 1.14391580 10.29690554 6.57494616 0.92151250 10.92829762 10.25986905 13.66790111 11.00232152 12.16745280 -0.66337383 8.32095981 10.01777997 NA -1.66337383 9.93505939 9.49009354 6.01602155 -0.66337383 NA 2.14388316 NA 10.31346355 5.64032303 13.20232311 9.91132427 11.41469232 2.42400836 NA 13.26181778 3.24342536 9.92431905 3.72885654 10.04976471 7.89304786 -0.07856367 9.13824978 7.27317923 12.02457321 8.09975386 12.73748765 0.65846286 11.63431759 -1.66337383 8.80923242 -0.0033077 0.0204830 1.7688000 0.0155870 0.5768300 0.5768300 0.0088920 0.0088920 0.7064300 -0.0497200 -0.0362900 -0.7514100 -0.7514100 0.0195030 -0.0499810 -0.7521000 -0.0044312 0.0044411 0.0095883 0.6182400 0.0220240 -0.0016629 -0.0540160 0.5411800 0.7591000 -0.7947800 -0.0040162 -0.0134020 -0.0627640 -0.0359930 0.0114000 -0.0026322 -0.0033077 -0.6260800 -0.3963000 -0.7765100 -0.7611500 -0.7611500 -0.7611500 0.0146100 0.0425900 0.0425900 0.0305910 0.0172640 0.0172640 -0.0360710 -0.1265500 0.0088920 -0.0117490 0.2050300 -0.7514100 0.0195030 -0.0132650 -0.0063668 -0.0063668 -0.7661300 -0.0437370 -0.0227440 0.0253900 0.0253900 0.0366530 0.0891270 -0.0016629 -0.0173750 -0.0029091 0.6204200 0.6111800 -0.7565900 -0.7565900 -0.7827700 0.6166100 0.0076392 -0.0730760 -0.0627640 -0.0627640 0.000 0.000 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.738 0.000 0.505 -0.739 0.000 0.617 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 -0.233 0.000 0.000 0.000 0.000 -0.146 -0.756 0.000 0.000 0.706 0.706 0.000 0.000 0.000 0.000 0.000 0.000 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.738 0.000 0.505 -0.739 0.000 0.617 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 -0.233 0.000 0.000 0.000 0.000 -0.146 -0.756 0.000 0.000 0.706 0.706 0.000 0.000 0.000 0.000 10.2203303 NA 9.8205185 3.8911275 12.0775871 13.2028512 11.5312984 12.3489042 5.7877537 9.2099857 11.7241550 12.2837218 6.5164502 11.1386539 13.4689207 10.4957822 4.7235258 13.6679011 9.7638544 11.0023215 11.1059662 11.3965619 11.5632547 13.4732403 13.2271469 10.9736192 -0.6633738 2.0369956 9.2306015 10.6905153 11.3168596 11.7034101 9.2207121 2.0369956 11.9625927 9.8640185 15.6433592 8.3252263 4.1945205 8.8203574 9.1991788 10.9445653 8.7513536 8.7908408 9.1096808 9.4881924 10.2268058 11.1189255 9.0071977 4.0369780 14.6887576 1.3365690 10.4299591 9.1718025 6.7877524 3.6940890 6.3972382 9.0627596 -0.6633738 9.6657772 6.9475668 11.0023215 12.1674528 11.5924553 10.0177800 10.8839181 3.0369780 NA 7.3914447 9.3768313 7.2583823 3.2907340 10.3134635 12.2227144 11.4146923 13.0349206 10.3764887 10.7358194 7.5797157 9.9243191 8.1929669 9.4626006 10.0926808 -0.6633738 NA 8.6595964 8.5532027 9.8463165 10.4558069 6.2790552 10.0951811 5.8443354 TCGA-CV-7254 55 1 1459 NA head and neck stage ii t2 nx NA 19-3-2015 male 1996 NA NA head and neck squamous cell carcinoma yes 40 1976 0 white not hispanic or latino 164.62.0 2 4 1 1 2 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 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 0 0 0 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 1 4 0 0 0 0 0 0 0 4 0 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 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5.896337e-06 1.807839e-06 10.45834683 6.63011274 10.93277540 3.40771984 8.92978863 10.51922914 8.71410811 16.46838455 7.79676321 7.36413115 6.09221801 7.96377061 3.26333494 8.79183653 9.60505443 7.29617380 8.97105318 9.29501399 NA NA 11.65361298 6.77695409 10.88807821 -0.98450243 10.15878651 10.28218992 10.19344565 0.01535483 0.01535483 6.30080646 2.33734002 12.22134931 6.83558180 11.32516388 9.06932919 8.83238688 10.20646252 4.77028992 2.82275054 3.53896023 11.97486199 8.11080013 4.01539944 10.32828627 5.31167748 11.32970335 7.83238688 7.30542248 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10.98478991 8.57382401 2.60036491 7.91324907 9.97296256 9.94244046 9.47790556 7.61531624 11.06457121 4.56998924 TCGA-CV-7255 32 1 64 NA head and neck stage iva t4a n0 NA 19-3-2015 female 1995 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 164.62.0 1 3 4 3 3 1 3 1 4 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 7 0 0 2.913836e-06 9.3659e-07 8.75898534 -0.28912195 10.15631230 -0.87408445 9.15665701 10.81686102 9.07143394 16.12926632 6.99017659 7.68441061 1.29589931 8.17311394 NA 9.22402218 7.64365925 1.44789653 8.39745302 13.30009643 -0.28912195 NA 4.81248796 5.71095242 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9.42912738 10.99236419 10.9330144 11.6095708 11.0050773 1.5350078 11.9825258 10.3423382 15.0253321 9.2400397 7.5793778 8.8017698 9.4735828 10.6914878 8.8606435 8.8214127 10.4901488 9.7099090 9.2175877 10.6197917 9.3423383 8.7444366 11.5500886 3.0655034 10.0515588 10.2854111 6.1529601 7.2898704 3.4094588 9.3494767 -1.6348674 9.1348960 8.0445384 11.1623145 12.4006307 11.3884661 11.6878315 11.3340850 4.2957965 4.3874246 8.0654980 11.0370416 8.0793040 6.1332429 10.9698431 11.2681870 10.4311475 13.0411256 11.0745729 11.2419589 9.4128639 10.6928383 7.5573511 10.4555016 10.5065269 4.7913244 -0.6348674 1.5350078 9.0876951 10.3752367 9.7739187 7.2105486 10.0972257 4.9649715 TCGA-CV-7406 49 1 1748 NA head and neck stage ii t2 n0 NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes 9 1974 0 white not hispanic or latino 188.56.0 3 5 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 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TCGA-CV-7407 67 1 1081 NA head and neck stage ii t2 nx NA 19-3-2015 female 1992 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 188.56.0 2 4 4 2 2 2 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 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 4 4 0 2.892543e-06 1.056891e-06 10.1728401 NA 11.6529378 3.0895320 9.7754258 9.5295910 8.5011374 15.9843768 7.3341571 7.6849134 7.7754259 7.8186378 NA 10.1742271 7.1282150 7.9838247 9.8192289 10.7333904 NA NA 6.0658179 6.8879005 11.1236753 NA 9.8828196 10.5299521 9.8168629 1.3733420 -0.4340130 3.5659749 0.1509495 14.6234776 3.7754299 11.4991097 7.3603880 6.5432515 11.9310645 0.8879151 2.6534270 2.1509495 14.3858271 8.2062173 2.1509495 10.8988480 6.4253200 12.4956931 6.6640049 7.6587292 NA NA NA -1.4340130 -1.4340130 16.4789667 17.0649232 12.6763219 10.2147793 12.2753793 0.8879151 0.1509495 1.7359120 12.9242114 1.5659870 9.2215030 11.4503337 1.1959145 18.8617535 11.7863507 NA 6.2733313 0.8879151 11.9336601 5.2524724 10.0497881 4.1509333 3.6952589 11.1152757 10.2677119 14.2830275 12.6860482 11.3652540 NA 8.5389521 11.3869490 NA -1.4340130 11.4503337 10.6427879 5.3341571 4.3208601 NA 8.9191193 NA 10.9840884 -1.4340130 12.6768634 8.8372018 10.8791388 3.0895320 2.1818658 12.8227707 4.7754246 9.6680267 6.4239529 10.6468964 10.3733273 -1.4340130 11.2830061 8.4270593 11.4689127 7.1733024 11.6259927 NA 10.6283559 0.5659870 6.2802177 0.3587400 2.2278000 3.0211000 0.2408000 0.3036400 0.3036400 0.2642200 0.2642200 1.2753000 0.4314500 0.4314500 1.2821000 3.6569000 1.4946000 0.6019900 -0.0912680 0.3447200 0.4081300 0.3035600 0.0696900 0.0538270 -0.2687500 -0.0301110 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-0.139 -0.380 0.304 0.000 0.264 0.264 -0.295 0.136 0.592 0.592 0.046 0.206 11.637435 1.565987 10.305403 7.743392 10.736836 11.470417 8.974302 11.735741 9.309124 9.861167 13.317726 12.096501 9.246332 11.132502 11.357949 11.122478 5.675542 14.283027 12.195215 12.686048 11.489300 10.523437 11.773444 13.316413 12.746503 10.580690 NA 1.887915 9.563857 11.292616 10.745259 11.835537 12.412246 1.887915 11.563857 10.237071 14.020335 8.167743 6.919120 9.046763 8.842097 12.606690 8.428114 8.728364 10.729308 9.379754 9.819229 11.127738 9.496710 6.962577 14.385827 1.373342 10.046258 10.214779 5.293893 6.287071 5.577199 9.684913 NA 9.466839 11.470231 12.686048 11.365254 9.659390 11.386949 11.363431 NA 9.542536 7.734695 10.105616 8.586952 8.023353 10.984088 10.548966 10.879139 11.756723 10.577200 9.990139 9.575101 9.668027 8.433251 9.826892 9.565972 NA NA 5.914701 9.537135 9.017183 9.604206 7.238398 10.020272 3.089532 TCGA-CV-7409 43 1 543 NA head and neck stage ivb t4a n3 NA 19-3-2015 male 1994 NA NA head and neck squamous cell carcinoma yes NA NA 7 black or african american not hispanic or latino 215.48.0 1 2 NA NA 2 2 1 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 6 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 6 0 0 6.702911e-06 2.030342e-06 7.9116838 NA 10.8879175 NA 9.5406502 11.4166544 9.1556599 16.3373143 7.4898143 7.7406220 5.5318087 8.2681827 NA 8.7187140 10.1172635 2.6885385 9.1305016 12.3056231 -0.3989691 NA 6.4590512 9.6241322 11.5264400 NA 10.2561544 10.5726145 9.9733919 NA 2.4084130 2.0604971 2.7709981 13.2874073 3.3559606 10.8232621 7.5552671 4.7709981 11.5017491 2.0604971 -1.3989691 1.4084401 14.1361337 8.5911749 0.1859934 11.7902778 8.1665156 11.0445326 7.0929241 6.6178788 -1.3989691 1.6010784 NA 3.4084266 0.6010309 15.8441513 16.3194418 12.7477987 10.3893815 12.1698584 NA 0.6010309 2.6010784 12.7352566 -0.3989691 8.0481544 11.1981924 3.1860409 17.3442158 10.5399154 -1.3989691 5.7508182 2.3014999 11.4905749 5.4212502 10.3408515 3.6010665 2.4084130 10.9113997 10.0231357 11.9885189 10.5865571 10.6865434 NA 8.5318084 10.6664871 NA -1.3989691 9.1718753 9.1058899 5.1709265 6.9976763 NA 7.5754855 NA 10.5225400 7.7406220 12.7108200 9.1051052 10.9834248 2.3014999 3.3703178 12.7936720 8.3492640 9.4467570 5.7303546 10.1200192 11.3609591 2.5079722 8.3101547 7.7834652 10.7466848 7.9564220 10.5329165 NA 9.4204517 -0.3989691 2.1860251 0.2915100 0.0183830 0.9035100 0.3986700 0.0000000 0.0000000 0.8073500 0.8532400 -0.4970500 -0.4970500 1.5801000 0.3881600 0.3881600 0.8920700 1.0648000 0.7354900 -0.0085766 0.4205100 -0.0046605 -0.0187650 -0.0187650 -0.0927420 -0.4468500 0.4375000 0.0410340 -0.0323140 0.0252500 1.8100000 0.5976400 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-0.3989691 10.5908770 5.2449289 12.3573145 11.5860020 10.2435740 10.9955337 9.0676573 9.3450639 11.0686765 11.8019696 8.9353442 10.6464894 10.0115223 10.1609260 4.3109145 11.9885189 9.5797815 10.5865571 11.0239242 10.1300133 11.1353738 12.9137951 13.7595623 10.9241257 -1.3989691 1.4084401 9.4844779 9.2494285 10.3576273 12.0278599 10.3824307 -1.3989691 11.3505214 10.7122066 15.3068493 9.6122983 6.6010710 9.5169504 9.3230246 11.7091053 9.6123261 8.6685053 11.1747182 9.5450510 9.1305016 11.3021608 8.9453669 6.9139545 14.1361337 3.2449327 10.7593651 10.3893815 6.4775883 5.6671598 0.1859934 9.4512579 -0.3989691 8.9139539 9.8696130 10.5865571 10.6865434 10.5886903 10.6664871 12.0232672 -1.3989691 NA 8.4574966 10.0252373 6.1402306 3.5079595 10.5225400 11.1869724 10.9834248 12.4809414 10.8316919 10.7351764 8.5479772 9.4467570 7.5288487 9.9542178 10.0373244 1.4084401 0.6010309 6.5318087 9.5425442 9.5034461 9.8666861 6.3221697 10.4188541 7.5377092 TCGA-CV-7410 61 1 6417 NA head and neck stage iii t2 n1 NA 19-3-2015 male 1993 NA NA head and neck squamous cell carcinoma yes 38 1948 01 white not hispanic or latino 188.56.0 3 1 4 2 3 3 2 3 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1.110033e-06 4.509508e-07 10.8617162 NA 10.5955401 3.6111252 9.4184765 10.5518024 8.7130974 16.7523557 7.5682237 7.9080377 5.5998058 8.1942043 5.0540670 9.7621382 9.4636513 6.4440110 4.6555178 9.7358892 NA NA 11.2145162 5.0373866 11.5461025 3.4184733 10.2105697 10.3739190 10.6926051 -0.3889221 NA 4.8205772 -1.3887332 14.2548651 7.4281055 11.5611307 8.8132454 6.8399407 10.8557828 2.0705611 NA 3.0705611 11.7727260 9.0247496 6.9905000 12.2207621 9.2112018 12.8451157 7.9730653 8.0949375 NA NA -0.3889221 3.9330533 0.9330438 16.3296204 16.8379333 12.4285051 10.4424289 12.9721744 NA NA 4.8965237 12.8660764 3.6985852 9.2522702 10.8217930 3.3115612 19.0131899 13.8926895 NA 6.6932709 3.5180063 11.6809070 5.7608676 10.0189205 5.7810475 4.0705525 10.3128613 9.5624063 11.7405721 11.7986284 11.7936712 0.6110779 8.8120203 11.2576804 -1.3887332 4.2258302 9.6758644 10.4998649 5.3525891 3.3660144 -1.3887332 6.7038787 -1.3887332 11.0843200 5.2693324 12.4812937 9.9078486 11.1587392 5.8399394 5.8436874 13.3906871 1.9330438 9.9354486 9.8679201 9.6301215 11.8740974 0.9330438 10.0934255 9.1512497 11.8526580 8.4087832 11.7537074 1.6111252 10.4581790 3.9686714 6.2331729 0.0000e+00 0.0000e+00 2.2984e-01 -6.0576e-03 6.2500e-02 6.2500e-02 3.9393e-03 3.9393e-03 7.0155e-02 7.0155e-02 7.0155e-02 -1.6823e-02 -1.6823e-02 -1.6823e-02 1.0371e-01 5.6068e-03 5.6068e-03 -5.5716e-02 -5.5716e-02 -1.1558e-02 -1.1558e-02 -3.5549e-03 6.9975e-03 2.6896e-03 -9.0385e-02 -5.4098e-02 5.4678e-03 5.4678e-03 2.4120e-03 1.0245e-03 1.0245e-03 1.0245e-03 0.0000e+00 0.0000e+00 0.0000e+00 -1.2546e-01 -1.2546e-01 -1.2546e-01 -1.2546e-01 -5.5986e-02 -5.5986e-02 -5.5986e-02 -5.5986e-02 -1.4247e-03 -4.0699e-02 -4.0699e-02 7.2452e-02 3.9393e-03 3.9393e-03 7.0155e-02 -1.6823e-02 1.0371e-01 -7.3424e-02 -7.3424e-02 -7.3424e-02 5.6068e-03 -4.8174e-02 -5.5716e-02 -1.1558e-02 -1.1558e-02 -1.9883e-02 2.1344e-03 5.3815e-05 -4.4634e-02 -4.4634e-02 6.9975e-03 6.9975e-03 -9.0385e-02 -9.0385e-02 -5.4098e-02 -5.4098e-02 -9.2294e-02 2.4120e-03 2.4120e-03 2.4120e-03 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.4099984 NA 9.8909701 7.6279300 11.0746461 11.8937671 11.7474720 11.1393315 9.6520962 11.3867320 10.7416922 11.5106674 9.6181489 10.6932707 10.8348217 10.1069766 4.6926336 11.7405721 9.2621733 11.7986284 10.8363291 11.1500380 11.0242206 13.0257613 12.6535506 6.8779086 0.1961034 4.5418617 9.3850850 10.6992474 11.2881806 11.9410581 11.9930701 2.8590552 11.7274656 10.9823538 14.5702624 10.0964478 9.4698797 9.2906018 9.2432080 12.6886050 9.6492725 8.7365352 10.3784786 8.4937646 4.6555178 11.0553601 8.9959053 9.4907049 11.7727260 5.5884028 10.3466777 10.4424289 5.9240048 9.9915828 0.6110779 10.1819261 3.1346810 9.8375338 9.4636513 11.7986284 11.7936712 11.2283595 11.2576804 11.5551016 -1.3887332 NA 8.6770360 10.2976222 11.3076546 4.7404041 11.0843200 11.2811139 11.1587392 12.3430770 10.3171859 10.4253035 10.2572302 9.9354486 7.4566115 10.1946746 10.6992573 10.3525886 4.8009465 2.0705611 10.4409712 10.1287910 9.8884090 7.1998362 9.9730655 4.8779062 TCGA-CV-7411 64 1 2717 NA head and neck stage iva t4a n0 NA 19-3-2015 female 1994 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 188.56.0 3 6 4 3 3 3 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 3.191344e-06 1.214098e-06 9.09195392 NA 9.81309960 3.73158514 9.28863195 9.61423261 8.62300866 15.65125738 7.79163698 7.27755801 4.44528308 7.40061648 0.08773438 8.56953286 8.42980800 4.54716600 2.89508930 12.50400311 NA NA 10.90271630 5.61129634 10.56650295 1.40963532 10.78470093 9.78643807 10.88580007 NA 0.08773438 4.21701352 NA 13.44974566 5.21701740 11.17817663 10.09826150 6.43646170 13.28993373 3.17518924 NA -0.91240138 13.83838803 9.49924437 NA 12.81032748 8.85571910 12.80979375 5.13212850 7.03610106 NA NA NA 0.67265163 0.67265163 14.65244854 15.08827019 12.12785182 11.27755795 13.04456324 -0.91240138 NA 3.08773438 13.01003902 1.40963532 9.61325427 10.72299806 NA 20.17312681 10.37429117 NA 6.06501431 1.89506991 11.89850582 8.33566100 10.32015429 6.04193069 5.01846949 11.23015959 9.96578428 12.44583371 10.53223065 12.63498943 NA 7.88214903 11.01773140 NA 0.67265163 8.63462775 10.22664508 6.18576547 NA 1.89506991 6.34512134 NA 10.51714014 NA 13.32270045 10.01227129 11.36589240 3.61129044 2.28466219 13.85301947 5.68764582 9.69470298 11.81841577 10.84308416 10.99010850 -0.91240138 9.82159607 8.73519179 12.13332241 8.43867252 12.56801868 NA 12.76424146 -0.91240138 4.21701352 0.00000000 0.00000000 0.00124810 0.00069327 -0.00110870 -0.00110870 -0.00055444 -0.00055444 -0.00235530 -0.00235530 -0.00235530 -0.00166290 -0.00166290 -0.00290910 -0.00290910 0.00221930 0.00221930 0.00777830 0.00431260 -0.00163850 0.00249690 0.00013863 -0.00249380 0.00069327 0.00069327 -0.00474870 0.01321300 0.01321300 -0.00180140 0.00147910 0.00147910 0.00291330 0.00000000 0.00000000 0.00000000 -0.00198440 -0.00198440 0.00124810 0.00124810 0.00069327 0.00069327 0.00069327 0.00069327 0.00069327 0.00069327 0.00069327 -0.00110870 -0.00055444 -0.00853210 -0.00235530 -0.89779000 -0.00290910 -0.00249380 -0.00249380 -0.00249380 0.00221930 0.00221930 0.00431260 -0.00163850 -0.00163850 -0.00332430 -0.00332430 0.00110930 -0.00318590 -0.00318590 -0.00249380 -0.00249380 0.00069327 0.00069327 -0.00474870 0.01000600 0.00083195 -0.00180140 -0.00180140 -0.00180140 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.5725562 NA 9.8422367 6.0764180 10.5619463 11.5735551 12.5003032 12.5797117 9.6651621 10.5950325 11.5710453 11.2266451 8.2450801 10.9983761 12.7032481 11.0524353 4.7103711 12.4458337 8.9095073 10.5322306 10.0792552 10.0520743 11.5021543 13.0415715 12.1509599 9.1923320 -0.9124014 -0.9124014 9.2564054 9.7279783 10.87726703 11.82265463 12.62313026 0.08773438 11.48085562 10.20732297 14.82566672 10.61716393 6.76721382 8.78470093 8.68764617 13.54953254 7.09251614 8.28494992 10.20732297 8.43867252 2.89508930 10.91030424 8.90151467 7.74236940 13.83838803 1.08773438 10.40458055 11.27755795 5.68764582 5.90791214 NA 10.71981977 NA 9.10454162 8.63655538 10.53223065 12.63498943 11.25326852 11.01773140 10.96961208 1.67269688 NA 7.97991159 9.08350060 7.68764652 3.54716600 10.51714014 11.38493627 11.36589240 11.87522788 10.31655205 9.94415889 8.15382256 9.69470298 6.70978551 10.83298754 9.94026294 2.54715366 -0.91240138 5.80197861 7.64155470 9.95114539 9.69598825 7.18576547 9.89830496 2.78816366 TCGA-CV-7413 74 1 294 NA head and neck stage ii t2 n0 NA 19-3-2015 female 1995 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 188.56.0 3 6 3 3 3 3 2 2 1 3 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 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 7 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 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 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 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 1.640962e-06 6.11884e-07 9.386513 NA 10.441311 4.427573 9.465711 9.958798 9.210540 17.302584 6.041685 8.282507 6.942149 8.476424 NA 9.239130 8.934399 5.868148 8.159379 10.852127 NA 3.857264 11.837832 8.166012 11.207060 NA 10.410453 10.431251 10.028399 1.134812 3.704772 4.170414 NA 13.285493 4.942149 10.438575 8.065531 7.577737 10.974627 2.513314 NA 0.397803 10.530114 9.115505 1.134812 11.273066 12.751671 12.170555 5.060795 9.576908 NA 4.272299 NA -1.187050 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-0.44383000 -0.44383000 -0.44091000 -0.44091000 -0.44091000 -0.44091000 0.00000000 0.00000000 -0.01642900 0.02222900 0.44460000 -0.46025000 -0.48197000 -0.43398000 -0.43398000 -0.01409000 0.00143490 0.01056400 -0.06074800 -0.06074800 0.00722170 -0.01477800 -0.01477800 -0.45618000 0.40665000 0.46400000 0.00152550 0.00152550 -0.01958900 -0.01958900 0.01656500 -0.46664000 -0.48743000 -0.02411400 0.00777830 -0.08572200 -0.08572200 -0.08810900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.407 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 0.000 -0.444 0.000 -0.441 -0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.407 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.492 0.000 0.000 -0.444 0.000 -0.441 -0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 10.6266469 0.3978030 9.2802776 5.7197557 11.7608678 11.0799391 11.1960300 11.8581134 10.2264936 9.4485838 10.8029697 11.9421487 7.9421485 10.8390433 9.7994189 10.4852911 5.0539411 11.8304449 8.3789199 9.4657107 10.0965329 10.3558976 10.1742612 13.1278603 11.9272588 9.4808643 0.8128678 1.6202110 8.6489162 9.6793719 10.0790666 12.5079852 12.8461166 -1.1870500 11.2883458 10.3774916 15.4347589 9.6161897 6.2722976 9.2454077 8.7361932 12.7027499 8.4531648 8.8531555 10.2784322 8.9714754 8.1593794 11.5004601 6.9524174 6.7553803 10.5301137 1.9828020 11.0729031 10.9177920 7.1835530 6.3520240 NA 9.7597720 0.8128678 9.6677341 8.5660826 9.4657107 11.6646147 11.0619791 10.9946391 11.1726153 1.6202110 1.9828020 7.8923503 10.1527157 8.1325378 4.9421485 10.9752570 11.3924174 10.8107508 12.2706313 10.6828450 10.6157859 9.0428862 10.2648701 8.4201960 9.8789549 10.7376782 1.8128678 4.9827928 1.8128678 9.5997397 9.7836906 10.5723378 8.6394142 10.4949825 4.6955095 TCGA-CV-7414 78 1 14 NA head and neck stage iva t4a n2b NA 19-3-2015 male 1995 NA NA head and neck squamous cell carcinoma yes NA NA 10 white not hispanic or latino 188.56.0 2 4 4 2 2 2 1 1 3 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 7 4 0 1 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 7 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 4 0 0 0 0 0 0 4 0 7 7.666163e-06 2.740393e-06 8.2963464 NA 10.7491450 3.5725623 9.7272211 9.8785489 9.0808314 15.4327498 6.6049772 7.4410518 4.5942499 8.0750566 NA 10.0033890 8.6445063 5.0673203 8.2963464 10.2368151 0.5281712 4.2005907 11.3335031 7.3799112 11.8226394 2.4350418 10.7238421 10.3799113 11.3545121 1.1131004 3.8461222 3.0517201 NA 13.6423519 4.6779085 11.8896948 7.5588294 6.1647863 11.6564789 2.9875937 NA 4.2005907 10.2637183 8.4574207 1.5281712 13.9303416 3.8500893 12.7377679 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11.773269 1.987612 11.135153 6.262871 9.906457 11.330073 12.359074 13.828980 10.170214 8.936492 11.246481 10.143332 8.294691 10.763279 11.796412 10.639298 4.525004 13.183962 8.930108 12.047430 10.747633 10.747936 11.694296 12.424154 13.098314 11.675526 NA 1.850079 8.653576 12.104292 10.8529053 13.0793298 11.1874892 2.6156282 12.3479422 11.1213199 14.3068290 10.6350523 7.6702696 9.2654095 10.3826411 12.7613325 9.2718269 9.0260141 10.9277072 9.2980000 8.2963464 11.0996779 6.8135645 6.5281618 10.2637183 5.3095218 11.1926095 11.0232678 7.1280748 4.2830476 4.2286032 9.7086930 -1.4719288 8.4214636 10.2063222 12.0474299 11.1582018 10.5341376 10.8974869 11.6257006 4.2005907 9.4896120 7.6366870 10.3511314 5.5281618 2.6156282 8.0750566 11.0846683 11.0707105 12.0900468 10.4248731 9.7772757 8.5295703 10.3993205 8.1447113 10.7388336 10.6699500 -0.4719288 5.0980194 10.0324847 9.1529211 9.1638803 10.2190332 7.1354928 10.8601988 4.3610524 TCGA-CV-7415 60 1 695 NA head and neck stage iva t4a n2c NA 19-3-2015 male 1995 NA NA head and neck squamous cell carcinoma yes NA NA 16 white not hispanic or latino 188.56.0 2 3 2 2 1 3 1 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.081311e-06 9.3659e-07 10.312316 NA 9.969119 3.017690 8.876860 9.356697 9.008002 17.056647 7.129204 7.866169 6.000417 8.296034 NA 8.796555 8.318865 3.795299 3.910781 11.851639 NA NA 10.958254 9.443161 11.328633 NA 10.114724 10.828420 10.284036 -1.374449 2.059667 3.017690 NA 13.629598 4.733902 10.824437 7.631002 7.240087 11.460639 3.269228 NA 1.210327 13.700523 9.046391 -0.374636 10.842427 7.715120 12.722834 6.483360 6.579574 1.432746 NA -0.374636 3.873301 2.873301 16.828687 17.155742 13.404264 9.664982 12.634419 NA NA 3.210342 13.657294 2.084813 8.816437 11.173236 1.210327 18.389662 10.775760 3.210342 6.432732 1.625364 11.192383 4.579572 10.640444 7.669772 5.458267 11.374828 9.466156 11.353005 11.631528 11.702360 7.579574 8.019840 10.686411 NA NA 9.696170 8.915397 4.602659 1.210327 2.873301 8.334461 -0.374636 11.068580 1.625364 13.221043 9.551837 10.861392 3.084813 1.596220 13.607034 6.489564 9.621145 9.338764 10.716344 10.586466 1.625364 10.859896 7.451927 11.637304 8.796555 11.146733 -0.374636 11.513741 1.432746 4.084813 -0.0264410 -0.0172540 1.5727000 -0.0283550 0.3477800 -0.0022168 -0.0385780 -0.0385780 -0.3668000 0.9166300 0.8998900 3.6569000 -0.7140800 -0.3726800 0.7716900 -0.3690600 3.6569000 -0.0272680 0.0346000 -0.1286000 -0.1120800 0.3185100 0.2670200 0.2861200 0.2861200 -0.1272000 -0.0433310 -0.0433310 0.3605100 0.2602800 0.3145000 0.0000000 0.0024969 -0.8460300 -0.0172540 -0.7374000 -0.7316100 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10.259735 10.755948 11.849982 9.868552 10.604088 12.160653 9.609796 5.299922 11.353005 8.137131 11.631528 11.045338 10.454308 11.579210 12.713322 13.106105 10.074526 NA NA 9.528506 9.069357 11.3708420 12.0482310 11.2800138 -1.3744489 11.5464749 10.6165453 14.6861362 10.3469043 6.1799668 9.1847549 8.7260400 12.2581459 9.2468895 8.8804064 10.3579692 8.4661556 3.9107806 10.9433556 8.2382461 7.7234098 13.7005226 1.4327457 10.7011911 9.6649823 5.3118773 6.6026573 -1.3744489 9.9084662 1.9472921 9.4067375 10.3486121 11.6315285 11.7023604 11.0458644 10.6864114 10.4972830 3.6697751 2.3258181 7.5141207 10.7144972 7.6779458 5.7953020 11.0685804 11.0363591 10.8613920 11.7778211 10.4558930 9.4067375 9.0683212 9.6211449 8.7075269 10.4934287 10.5269990 0.2103889 2.0848126 2.5322671 9.8665506 9.5918832 10.2813556 9.1770861 9.6253777 5.4708687 TCGA-CV-7416 29 1 763 NA head and neck stage iva t4a NA NA 19-3-2015 female 1994 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or 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0.000 0.000 0.249 -0.045 10.8001916 NA 9.8510642 5.9544965 12.6186274 12.6849985 10.2283298 11.1385854 9.9306492 8.5719384 13.7052532 12.6367038 8.3929922 10.9195863 10.2044966 10.5622709 6.4674197 12.0288415 9.8418081 10.5642095 10.1090097 10.4486247 10.8335267 12.4558655 12.6899086 7.6286205 0.4388251 5.1936850 9.5738640 10.5674349 10.8640120 12.3585905 11.6343221 0.4388251 11.6228966 10.2716861 14.5204455 9.4486247 6.7102596 9.5518870 9.0553448 11.7188418 9.5204725 8.2461511 9.7391487 9.2127595 10.9097091 11.4080027 8.6519002 5.5368269 13.7432900 0.7606893 11.0178763 9.8540097 6.2525765 5.3576576 NA 9.5149436 NA 10.0067522 9.9813444 10.5642095 11.3296303 11.1429159 10.9868955 11.0242281 2.2461648 NA 7.8817399 10.4167914 5.1112233 4.6286220 10.8081207 11.9147828 11.4601231 11.8551978 10.2086339 11.0491289 9.5745054 10.7493861 7.8268135 10.2299589 10.7189868 -1.5610685 NA 0.7606893 7.6563662 9.6112237 10.5079102 7.7471349 10.4214332 4.6867246 TCGA-CV-7418 62 1 789 NA head and neck stage iva t4a n2b NA 19-3-2015 male 1996 NA NA head and neck squamous cell carcinoma yes 60 1955 2 black or african american not hispanic or latino 188.56.0 2 4 2 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 4.509508e-06 1.560983e-06 9.4190467 NA 11.2689983 -1.3298848 9.9438109 9.4464483 8.6615373 15.6201953 8.3582657 7.5799087 6.4837964 8.6515827 NA 8.1916159 9.9617616 4.0962787 1.9919345 9.0783451 -0.3300662 4.7785398 8.1355816 5.7034385 11.2913805 3.8794705 9.9291701 10.2270004 9.9368019 1.2549568 3.7612959 2.1294479 NA 12.9831109 4.1294479 11.3477350 10.1974923 8.6300173 10.6801938 6.1778102 4.2549795 2.3704433 14.4729860 7.9806280 2.4773665 11.3057335 7.7339766 12.1567247 8.2530982 5.4381997 1.9919345 NA -1.3298848 1.2549568 0.6700245 12.9380024 14.5501228 12.9005440 10.8928102 12.9283606 0.2549568 4.4513760 3.2549719 12.5482579 3.7144104 9.2512159 12.1139949 2.4419084 17.5665695 10.6840359 5.2398715 7.0275677 6.4709159 11.7683765 4.9368028 10.0868128 7.1129586 6.1212268 10.9800600 10.3565159 13.2330269 11.3711052 11.2457910 -1.3298848 8.7320616 11.3384572 0.6700245 NA 9.7999423 9.2754948 7.5217645 8.4660548 5.0098667 7.2847251 -1.3298848 10.3821125 6.9414784 12.3837241 9.0020744 10.6857788 1.8399596 2.5516883 12.7201191 7.2662047 10.1462299 8.4981519 8.9524320 9.5084314 1.4773665 11.7876585 9.1867004 11.6417385 9.1817680 10.6501549 0.2549568 10.6007527 1.4773665 3.0623290 0.091361 0.132200 1.374400 0.055433 0.358290 -0.097308 0.108830 0.128510 0.000000 0.000000 0.688200 -0.615230 -0.619830 0.073319 0.079076 0.052585 3.656900 0.722900 0.066576 -0.343500 -0.349230 0.936390 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0.000 0.000 0.000 -0.127 -0.127 11.0404304 0.6700245 10.1698015 5.5888795 10.4917894 10.8514689 9.9525246 10.5678608 10.1768188 10.3393433 12.9077481 12.5971451 7.8349223 11.3271104 12.0813939 11.3562970 4.8083387 13.2330269 8.9646360 11.3711052 11.1457488 10.8191274 12.0560112 12.7546843 13.3335179 13.3311254 0.6700245 6.3210676 9.8342937 10.6508689 10.859531 12.201031 9.580658 5.009867 11.131239 10.639402 14.483245 9.799298 8.214980 9.798654 9.802515 12.350485 10.381919 8.356516 10.717480 10.385548 1.991934 11.056417 10.075689 7.773303 14.472986 4.714410 10.275032 10.892810 6.431566 6.570882 6.864772 9.554949 1.254957 9.447271 10.478175 11.371105 11.245791 10.067155 11.338457 11.891451 4.424902 1.839960 9.064960 11.317024 10.708591 4.859840 10.382112 11.688042 10.685779 11.582531 10.628206 10.535362 9.401334 10.146230 9.385119 10.272714 11.470713 4.062329 2.218440 7.031959 9.023570 10.070361 10.149796 8.213047 10.028667 3.370457 TCGA-CV-7421 76 1 2 NA head and neck stage iva t4a n0 NA 19-3-2015 male 1997 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 188.56.0 2 2 4 2 2 2 1 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.362833e-06 7.787615e-07 8.5496642 NA 10.5629609 2.6727874 9.3259472 10.1740378 8.3301572 14.7752057 6.4982126 7.7874468 7.6076913 8.5366078 -0.4146528 7.8544502 8.0488476 1.3927021 10.6510759 11.5548896 NA NA 10.7293441 5.6076913 11.3520592 NA 10.2506592 10.3764861 10.1365508 NA 2.0447438 3.9072560 NA 13.8469407 5.4801423 11.6711276 7.8753421 7.1513769 12.0373070 9.3251039 -1.4146528 1.5853472 13.9391248 8.2327816 -1.4146528 11.0060730 5.5160593 12.6056087 7.2788100 7.3234151 NA NA NA 2.8332544 2.0447438 13.8438502 14.3416666 12.6140926 10.2805516 12.6141789 NA -1.4146528 2.2857573 14.4271578 4.2577499 8.9797859 10.6045665 1.1703097 17.0285137 9.3385401 NA 6.0365341 4.6514134 12.8050212 4.3666859 10.5034411 0.5853472 6.1475652 11.1653462 6.9117527 12.2467673 9.7439330 9.6159904 NA 8.4055023 10.2073751 1.3927021 NA 9.1427869 10.5536301 5.9162402 2.0447438 5.7451943 7.8660938 NA 10.9137177 8.1945018 12.3764861 8.9840242 10.2354774 4.4182102 1.6156517 13.2778842 6.8845308 10.6640811 10.5271045 9.0584099 11.5683168 3.4433016 10.9649723 8.5839135 11.3070633 8.1926533 13.0179304 -1.4146528 9.7229549 0.1703097 5.7552481 0.0040243 0.0040243 0.6135300 0.6960700 -0.0309500 -0.0309500 0.2602800 1.4250000 0.7000800 1.3832000 1.7683000 -0.3565800 -0.3565800 -0.3565800 -0.0437370 -0.3546400 -0.3802200 0.4417200 0.1109600 -0.3474200 -0.3572900 0.1568100 0.1925400 0.1334700 0.1334700 0.7964600 -0.1987500 0.7030700 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-0.131 11.110110 NA 9.998047 5.662140 12.704426 11.607516 10.852110 11.992591 10.575782 8.028267 10.370776 11.435901 7.162752 10.649729 12.118896 10.747715 4.215554 12.246767 10.789283 9.743933 10.091631 10.176846 10.863747 12.339399 12.675187 10.740458 -1.414653 5.313242 8.849766 10.927954 10.3330966 12.4955912 12.8637727 1.7552294 11.4551098 10.6961328 13.5503400 8.9128759 8.6833554 9.3650427 8.9744169 11.8267106 8.8193741 9.5344204 9.8770695 9.4541459 10.6510759 9.2665617 7.7923374 5.3132422 13.9391248 4.0447526 10.2296302 10.2805516 7.2822906 3.7146082 0.5853472 9.3781136 0.1703097 8.5740080 12.6778326 9.7439330 9.6159904 10.3760789 10.2073751 10.5149515 0.5853472 6.8660944 8.4618400 9.6520851 4.5853231 4.5395187 10.9137177 11.5023222 10.2354774 12.7483439 10.2788102 9.3191859 8.7886714 10.6640811 8.8982062 10.9420502 10.8035837 0.9072753 -0.4146528 8.5116191 7.8839818 9.0950982 8.9139982 8.7652324 11.3217251 4.5160593 TCGA-CV-7422 60 1 1037 NA head and neck stage iva t4a n1 NA 19-3-2015 female 1997 NA NA head and neck squamous cell carcinoma yes 80 1957 1 white not hispanic or latino 188.56.0 2 4 2 1 2 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 3.003794e-06 1.140329e-06 8.11687155 NA 11.21927956 2.55038357 10.02927660 10.11178865 8.00068962 15.57293581 8.26769028 7.09814581 4.44656062 8.29784162 0.70239158 9.26845170 9.03152119 3.18783108 11.42503448 10.93145681 NA -1.61971384 10.79330401 4.77278830 11.53386329 NA 10.46028766 11.05311595 8.89813911 1.18783108 0.70239158 3.33466838 0.38050782 14.27623420 5.35774904 12.14035778 7.96730927 7.13201331 12.83855575 2.08089639 -1.61971384 -0.03460356 10.69136640 8.29186137 1.18783108 10.99563941 6.85608186 12.76767919 5.66587310 4.77278830 -0.61949218 NA -1.61971384 1.83991929 -0.61949218 15.08223496 14.52158687 12.83328996 10.51232655 13.25837678 -1.61971384 1.38045241 1.70239158 12.80555435 2.08089639 10.64080112 12.08437319 0.70239158 17.82287269 10.88081361 NA 6.56534432 1.96543338 12.06148835 4.83989914 10.28246784 1.55040819 3.08091344 10.96214099 10.21415031 14.71893407 10.40595525 10.97058875 -0.61949218 8.54160157 11.21474312 NA NA 10.27111387 10.98200830 4.98038182 1.96543338 NA 5.94271154 NA 10.91938604 7.80882971 12.82457861 8.81990572 11.01119175 3.73802198 1.77277247 13.02133587 2.55038357 10.47067138 6.70689933 10.18354321 9.61887439 -1.61971384 8.65659397 7.86428521 12.36551102 7.45728483 11.34877639 -1.61971384 10.45293719 -0.61949218 4.91962611 0.23488000 1.36900000 0.69055000 -0.04698900 0.00909420 0.00909420 0.14756000 0.14756000 0.26294000 -0.21119000 -0.00456950 -0.23643000 -0.23643000 -0.14387000 0.20045000 0.02356600 2.11620000 0.23148000 0.23148000 -0.22564000 -0.22564000 -0.00180140 -0.05037000 0.45479000 -0.05374600 -0.04007300 -0.03204100 -0.03204100 0.01112100 -0.01898500 0.00000000 0.44020000 0.23488000 0.23488000 -0.47374000 0.23303000 -0.22318000 -0.22071000 -0.22071000 -0.22318000 -0.18219000 -0.18219000 -0.21243000 -0.04698900 -0.04698900 -0.21541000 0.21836000 0.14756000 0.14756000 -0.22268000 -0.23643000 0.20045000 -0.00069303 -0.00069303 -0.00069303 0.00416320 -0.22576000 0.22840000 -0.22564000 -0.22564000 0.12712000 -0.23043000 -0.00180140 0.03820600 0.03820600 -0.05037000 -0.05037000 -0.05374600 -0.22959000 -0.04007300 -0.04007300 -0.22392000 0.02006300 0.01112100 0.01112100 0.000 0.000 0.000 -0.226 0.231 0.231 -0.226 -0.222 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.440 0.440 0.000 0.000 -0.224 0.201 0.235 0.235 -0.221 0.000 -0.182 -0.182 0.000 0.000 0.000 0.000 0.148 0.148 -0.218 0.000 -0.236 0.175 0.000 0.000 0.000 0.000 0.000 -0.226 0.231 0.231 -0.226 -0.222 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.440 0.440 0.000 0.000 -0.224 0.201 0.235 0.235 -0.221 0.000 -0.182 -0.182 0.000 0.000 0.000 0.000 0.148 0.148 -0.218 0.000 -0.236 0.175 0.000 0.000 11.126774 -1.619714 10.586748 9.162649 11.405263 11.701403 12.376413 11.385743 8.800430 9.501356 13.501032 10.893457 8.353449 11.360218 13.190790 11.258904 4.907636 14.718934 10.562243 10.405955 11.067845 10.485723 11.201929 12.758338 13.402621 12.415183 -1.619714 1.702392 9.364888 11.350755 10.46594203 11.76740987 11.34444938 0.38050782 11.80108779 10.75115697 14.66391921 9.37694301 8.51489588 9.17081814 8.63667827 13.19880213 9.69669461 10.02071456 10.36879923 10.21256849 11.42503448 10.00343653 9.85468250 7.26311236 10.69136640 1.18783108 9.57091162 10.51232655 5.17488575 6.18136896 2.08089639 9.23689509 -0.61949218 9.11009045 11.82613115 10.40595525 10.97058875 11.67666886 11.21474312 11.83116538 -1.61971384 -0.03460356 10.52850441 9.92543398 9.50135554 5.46793155 10.91938604 11.75673069 11.01119175 13.16561552 10.98270451 10.99080237 9.13619164 10.47067138 8.03689451 10.23533802 10.80148244 5.75550986 -0.61949218 7.86428521 8.72503183 10.37021889 9.29858753 7.74241319 9.97852214 3.66587026 TCGA-CV-7423 65 1 3059 NA head and neck stage ii t2 nx NA 19-3-2015 male 1997 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 188.56.0 1 3 4 3 3 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.390646e-06 8.900131e-07 9.29015965 NA 10.50639090 2.08559462 9.51687716 10.31632951 8.18362050 15.45281217 7.52853225 7.74094037 6.49158056 7.03978435 NA 10.18467330 9.11901165 3.08559462 6.56456109 11.21435622 NA NA 9.01277397 8.89680253 11.65126189 -0.23633348 11.05339118 10.62164147 11.16853593 NA NA 1.08556062 NA 14.17066261 6.50512715 11.57924390 9.04094776 5.33351676 13.21164768 1.57099716 NA 2.22308269 13.92852812 9.03629012 -0.23633348 12.16547331 8.47653115 11.83478760 7.60915066 7.21898745 NA NA NA 3.08559462 1.57099716 14.13937770 14.90792456 12.14695975 10.36217825 12.72384345 NA NA 4.04906438 13.97964841 1.34862902 9.26847954 10.98252641 -1.23650344 18.89335107 10.39892514 NA 5.46409970 NA 12.61755477 8.84979665 10.46323294 6.76928512 3.97311529 10.74665405 10.63286873 12.47228097 10.68289621 13.11859851 NA 8.51854812 11.34909249 NA -1.23650344 9.42365632 9.27244573 4.37837290 0.76366652 0.76366652 7.25951543 0.06225989 10.82974969 5.31824814 13.23031052 10.05727006 11.52832473 5.03044644 NA 12.83570929 3.85111936 9.10971993 9.73304702 10.33061352 10.90608667 -0.23633348 7.53844737 8.10573517 11.88535587 7.90065129 12.76445273 -1.23650344 12.40085135 -1.23650344 4.87218359 -0.0611520 0.4655300 0.5884700 1.2118000 0.0158660 0.0158660 0.4718700 1.4101000 -0.5852000 0.5558400 0.5558400 -0.2767900 -0.2767900 -0.2549100 -0.2549100 2.6457000 0.9849400 -0.0067813 -0.0067813 0.2319400 0.2319400 0.0000000 0.0291840 -0.1314700 -0.5720900 -0.0147780 0.5517700 0.5517700 0.0546600 0.0693820 0.3373900 0.2555800 -0.3615900 -0.3615900 0.4636500 -0.5490500 -0.5490500 -0.5490500 -0.5490500 -0.2184900 -0.0614200 -0.0614200 -0.0614200 -0.1006600 -0.0118870 -0.0118870 0.0158660 0.0287630 0.0287630 -0.5852000 -0.8744700 -0.2549100 -0.2480000 -0.2480000 -0.2480000 -0.3559000 -0.5561700 -0.0067813 0.2319400 0.2319400 -0.2552700 -0.2476400 0.0000000 0.5143800 0.5143800 -0.5846100 0.0291840 -0.5720900 -0.5720900 -0.0147780 -0.0147780 -0.1559200 0.0013868 0.0013868 -0.6418000 -0.248 -0.248 -0.104 0.252 0.000 0.000 0.232 -0.248 0.000 0.414 0.414 -0.585 0.000 -0.131 -0.572 0.000 0.000 0.000 0.186 0.552 0.552 -0.156 0.000 0.464 0.464 -0.549 0.000 -0.218 -0.218 0.000 0.000 0.000 0.000 0.443 0.000 -0.585 0.556 -0.255 -0.255 0.000 0.000 -0.248 -0.248 -0.104 0.252 0.000 0.000 0.232 -0.248 0.000 0.414 0.414 -0.585 0.000 -0.131 -0.572 0.000 0.000 0.000 0.186 0.552 0.552 -0.156 0.000 0.464 0.464 -0.549 0.000 -0.218 -0.218 0.000 0.000 0.000 0.000 0.443 0.000 -0.585 0.556 -0.255 -0.255 0.000 0.000 10.738075 NA 8.655414 5.348622 13.066799 12.951937 13.542508 11.318249 8.932333 9.243441 10.953794 11.926209 7.177288 10.900972 11.246216 10.357985 6.001492 12.472281 8.513530 10.682896 10.532258 10.205048 9.853773 12.287607 11.976461 7.564560 -1.236503 2.223083 9.143039 9.169865 11.505338 11.869242 10.727640 NA 11.749325 11.301122 15.203280 10.333991 4.872184 8.316330 9.134348 11.373532 9.146144 8.229227 9.838471 7.735204 6.564561 10.947296 8.545020 4.694395 13.928528 1.085561 9.981618 10.362178 5.571015 4.011585 -1.236503 9.827056 NA 9.720763 9.517713 10.682896 13.118599 12.117772 11.349092 11.305483 6.505127 -1.236503 7.982248 10.970675 4.973115 2.933592 10.829750 11.971132 11.528325 11.573429 10.280345 9.271455 9.475328 9.109720 7.039784 10.752700 9.997879 1.570997 NA 5.393018 7.381752 10.369603 10.045011 6.918478 9.967008 4.913406 TCGA-CV-7424 67 1 453 NA head and neck stage iva t3 n2b NA 19-3-2015 male 1997 NA NA head and neck squamous cell carcinoma yes 50 1947 1 asian not hispanic or latino 188.56.0 2 4 2 2 2 2 1 2 3 2 0 0 0 0 4 0 0 0 0 0 7 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 4 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 0 0 0 4 0 0 0 4 0 0 0 0 0 4 0 1 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 1 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4.366627e-06 1.474084e-06 10.1310414 2.7911889 10.2958119 5.6656600 9.7745652 10.2690846 8.6980820 15.4515392 8.9052808 7.2979287 7.3801563 8.6803405 NA 9.7492607 9.0827460 3.0542233 9.5864735 9.8941294 -1.1155974 1.2062056 13.1681850 5.8843000 11.2566218 0.8843244 10.5095530 10.3706331 10.3220530 2.9717551 -0.1157538 4.3437347 -1.1155974 13.6702130 5.8500843 11.5052080 10.5013091 9.0704151 9.9122069 3.2766158 6.0741265 2.5847461 11.6352171 8.6574399 -0.1157538 11.6845941 6.7665157 12.0839732 7.0741254 5.6524865 -1.1155974 -1.1155974 -0.1157538 NA NA 15.0515798 15.1492164 12.7256686 11.1860828 12.7580333 -1.1155974 2.5847461 3.0542233 13.1665205 3.2766158 9.0365858 12.0928400 2.6916458 16.7684297 10.5127464 -0.1157538 7.9341496 1.8842853 11.7163997 2.4692608 10.1064920 7.2979287 4.9066694 10.7258652 10.2846467 14.3361214 11.1505017 11.5963979 1.2062056 8.7699971 10.9146231 0.4692608 -0.1157538 10.0660743 9.7407264 8.1416887 7.4117779 NA 6.4541561 -1.1155974 10.5756082 5.4692641 13.0886427 8.9383217 10.5483036 2.2062369 3.5154097 12.6484468 4.5847401 10.2584057 5.5567268 9.6045621 10.4287823 3.5847461 8.6341703 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0.000 0.631 0.631 0.221 0.221 0.000 0.000 0.000 0.000 -0.359 -0.359 0.000 0.000 0.000 0.000 0.000 0.000 -0.176 -0.335 -0.335 -0.038 0.312 -0.258 -0.258 0.000 0.000 -0.331 -0.192 0.000 0.000 -0.189 0.341 0.000 0.000 -0.384 1.286 0.102 -0.135 0.154 -0.407 0.000 0.000 0.631 0.631 0.221 0.221 0.000 0.000 0.000 0.000 11.393581 NA 10.360495 7.044172 10.942293 11.531078 9.673019 11.244874 10.971432 10.273394 13.053678 12.009876 8.569049 10.510466 10.081518 10.751193 5.074719 14.336121 10.738780 11.150502 10.719167 11.065764 11.665661 13.041246 13.174536 13.367424 -1.115597 4.861583 9.460785 10.706473 10.6746494 12.1889374 10.8930796 3.4078694 11.3084671 11.2174562 13.8949155 8.9232199 8.4598402 9.8053979 9.6019772 11.2612402 9.3946496 9.2352400 9.6762776 10.1173213 9.5864735 10.4814223 9.1405095 10.0967972 11.6352171 4.1697006 10.5734253 11.1860828 6.8500855 7.3881267 6.0542255 9.4408069 0.4692608 9.6811516 9.9941315 11.1505017 11.5963979 10.2604262 10.9146231 10.3916000 6.1416882 2.9717551 8.1487435 10.0359517 9.3811546 8.4311955 10.5756082 11.4429607 10.5483036 12.2583894 10.0579779 10.6872211 8.6053999 10.2584057 8.6868170 10.4953256 11.2712411 2.0542233 2.5968874 5.4388883 9.8982655 9.7242920 9.0264078 8.2017132 9.9416158 5.2936905 TCGA-CV-7425 77 1 1718 NA head and neck stage iii t3 nx NA 19-3-2015 female 2000 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 188.56.0 3 6 4 2 3 3 1 2 2 3 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 4 4 0 0 0 6 0 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 7 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 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 2.642226e-06 1.084703e-06 8.67536396 NA 10.48200059 0.51045562 9.87459166 10.05927902 8.68538271 16.24389385 7.16866811 6.79585914 5.52540805 7.66696176 -1.07460816 10.45297157 10.44905649 6.78347499 1.92550578 12.32917238 NA NA 7.63974009 2.83238372 11.19110963 4.87969106 10.75124838 10.59526541 10.97091296 NA 2.85149920 3.09541812 NA 13.49487552 4.59791846 11.66485328 7.01295745 5.36843662 9.15431333 1.73283357 NA 3.24742628 13.10796651 9.21205226 NA 12.70941362 11.85578100 12.37606148 5.69367930 8.18523771 NA NA NA 1.51045562 -1.07460816 15.54083654 14.80718499 12.01246008 10.90420499 10.86029119 NA NA 3.17341530 12.84584743 2.09541812 9.68455052 11.08662642 NA 19.38055521 11.71298905 NA 5.55484974 1.73283357 12.00814261 5.38492704 10.37927958 2.09541812 1.51045562 11.02286830 9.69202348 12.57649916 10.81080963 12.30284069 NA 8.44709480 11.67703860 NA 2.92548679 8.72315613 9.32316918 4.24742628 1.92550578 NA 4.78347761 NA 11.60739181 -0.07445624 12.98644375 10.44781617 11.24573101 4.73284985 2.85812028 13.61778313 5.30053377 10.00170895 10.19754108 10.18932706 11.00364538 0.51045562 10.10726795 9.03663026 12.27643374 8.93532331 12.30053400 -1.07460816 12.43440349 0.51045562 2.92548679 0.07594500 0.07436300 -0.05068300 -0.00036224 -0.00806780 -0.00806780 0.12133000 0.12133000 0.00676060 0.00676060 -0.04535400 2.87590000 3.02380000 2.60170000 0.17840000 -0.00567760 -0.00281420 0.02352200 0.02240000 -0.00931010 -0.01379400 0.01052000 0.00537010 -0.00198340 -0.00198340 0.00578720 0.00425840 0.00425840 0.23484000 -0.47240000 0.08879200 0.08792300 -0.72697000 0.07637700 0.07882500 -0.04432200 -0.04432200 -0.04432200 -0.04838500 -0.00488970 -0.51602000 0.00300850 -0.47884000 -0.00036224 -0.00036224 0.00982310 -0.00806780 0.12280000 0.12280000 0.01889900 -0.84189000 0.17840000 -0.00378300 -0.00267580 -0.00267580 -0.00378300 -0.00267580 0.02240000 -0.00931010 -0.00931010 0.00000000 0.01107700 0.00340880 -0.05500200 -0.05041300 0.00537010 0.00662150 -0.00198340 -0.00198340 0.00578720 0.00578720 -0.00170640 -0.27870000 -0.27515000 0.23484000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.121 0.000 0.000 2.602 2.602 -0.276 -0.041 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.121 0.000 0.000 2.602 2.602 -0.276 -0.041 11.070153 NA 10.083713 9.048323 10.767059 11.308926 11.506695 12.115782 8.082841 10.798939 11.870755 11.322902 11.241210 10.889835 12.632206 10.861764 5.725488 12.576499 11.252486 10.810810 10.916662 10.057994 10.507166 13.954012 13.007228 8.759966 NA 2.384934 9.333824 9.753631 11.490835 11.985177 11.284695 NA 11.770789 10.653840 15.270411 9.584599 6.832385 8.998297 8.666961 12.263116 8.594043 7.187590 9.942999 8.382876 1.925506 11.064406 9.141028 6.023526 13.107967 -1.074608 10.217241 10.904205 5.820312 6.666961 NA 10.917371 NA 9.310278 8.229275 10.810810 12.302841 11.376963 11.677039 11.570703 2.625925 NA 7.080312 9.358036 5.384927 2.247411 11.607392 11.766666 11.245731 11.702750 10.612433 10.963385 8.571153 10.001709 4.832384 10.888391 10.022210 4.569351 NA 3.879686 8.421270 10.467075 10.045084 6.844358 10.094167 4.283048 TCGA-CV-7427 73 1 4760 NA head and neck stage ii t2 nx NA 19-3-2015 female 1997 NA NA head and neck squamous cell carcinoma yes 25 1937 NA white not hispanic or latino 188.56.0 3 6 3 1 3 3 2 3 2 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 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 1 0 0 0 0 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 4 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 4 0 7 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1.290413e-05 3.98918e-06 10.1749186 NA 10.3185982 1.3772348 9.8691101 10.1368124 8.9978434 16.9171065 7.3127169 7.2889482 4.4476453 7.0153314 NA 10.3856857 8.9919668 5.5310633 4.0095263 10.7027874 NA NA 7.0211132 4.8366866 11.5695499 1.3772348 10.4920404 10.4993085 10.7540336 NA 2.0095263 1.3772348 NA 12.8439453 4.9379705 11.8499479 7.9164157 4.3772557 12.9221249 0.0553345 NA 2.2252441 11.2999901 8.8659006 0.0553345 10.1314764 9.1292964 12.6105172 7.0721369 6.6773814 -0.9448043 NA -0.9448043 -0.9448043 NA 15.6922361 16.5605560 12.1114586 10.3716105 13.0143347 1.3772348 NA 3.3032547 13.4810038 0.6402507 9.4422693 10.9993088 4.0997244 18.8254621 12.3795095 -0.9448043 6.5229346 1.3772348 11.8610728 8.0749196 10.2445358 1.8626696 1.0553345 10.7157706 9.8747097 12.1688611 11.0510961 11.6447460 NA 8.4604702 11.7367870 NA -0.9448043 9.1038157 9.6280292 4.1846136 0.6402507 -0.9448043 4.6099204 NA 11.3758475 NA 12.8383271 10.5988152 11.3713275 3.3032547 3.7646222 13.7195540 7.0326089 9.8972707 10.0853063 9.4729073 11.3562534 0.0553345 10.4084758 9.0873745 12.3765524 8.6289762 12.5247164 0.0553345 12.3912775 0.6402507 1.0553345 -8.3160e-04 8.6135e-03 4.1593e-04 7.3609e-03 6.9327e-04 6.9327e-04 -3.6011e-03 -3.6011e-03 -7.0576e-03 -7.0576e-03 4.9995e-01 4.6964e-01 4.6964e-01 4.7466e-01 4.9113e-01 -1.9399e-03 -1.9399e-03 3.1910e-03 -2.7724e-04 -4.5695e-03 -4.5695e-03 2.3287e-01 -8.9906e-03 2.2193e-03 2.2193e-03 -1.9589e-02 -1.3127e-02 -1.3127e-02 2.4127e-02 -1.0646e-02 0.0000e+00 0.0000e+00 -8.3160e-04 -6.4753e-01 -2.3553e-03 4.1593e-04 4.1593e-04 4.1593e-04 4.1593e-04 -9.7696e-05 1.1274e-02 1.1274e-02 1.1679e-02 7.3609e-03 7.3609e-03 7.3609e-03 6.9327e-04 -3.6011e-03 -3.6011e-03 -5.4888e-01 -1.0526e+00 4.9113e-01 -8.3160e-04 -8.3160e-04 -8.3160e-04 -1.9399e-03 -1.9399e-03 -2.7724e-04 -4.5695e-03 -4.5695e-03 3.8854e-03 -5.2360e-03 2.3287e-01 -1.0784e-02 -1.0784e-02 -1.2851e-02 -2.4502e-02 2.2193e-03 2.2193e-03 -1.9589e-02 -1.9589e-02 5.1359e-03 2.2893e-02 2.2893e-02 2.4127e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.520 0.499 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.520 0.499 0.491 0.491 0.000 0.000 11.3227009 NA 9.7083800 9.8399638 11.3493752 11.5353592 12.3350846 12.2266621 7.4773940 10.8582491 10.5969096 11.5879284 10.6910470 11.2374128 13.0032398 11.1112892 4.6071527 12.1688611 9.4668400 11.0510961 11.0207525 10.3940653 11.4726540 12.5083358 13.0385007 5.5310633 0.0553345 1.0553345 9.8937450 10.2537740 11.2708620 11.6337016 11.3670772 0.0553345 11.6695786 10.8001628 14.9307658 8.5044774 7.5024118 8.6533814 8.1716727 11.9347207 9.3302895 8.4583410 10.2580649 7.9101972 4.0095263 11.1497366 9.5168084 7.3221156 11.2999901 1.6402970 10.3918355 10.3716105 4.2647841 6.8432314 0.6402507 11.3232860 NA 9.4752892 8.8610729 11.0510961 11.6447460 11.0963035 11.7367870 11.4617997 -0.9448043 0.0553345 8.1106112 9.4763418 6.1106117 1.8626696 11.3758475 11.4079242 11.3713275 11.7330486 10.1133206 9.9614679 9.5788908 9.8972707 5.9978434 10.6261334 10.2726809 4.6402912 1.0553345 7.7453268 9.5928775 10.3068113 10.3935082 6.0997223 10.2451535 4.2252518 TCGA-CV-7428 47 1 1671 NA head and neck stage iva t4a n2b NA 19-3-2015 male 1998 NA NA head and neck squamous cell carcinoma yes 4 1973 02 white not hispanic or latino 190.57.0 1 2 3 3 3 2 3 3 4 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.37039274 NA 11.02266756 0.67861281 9.78259253 10.49162856 8.93603689 16.11325143 6.75546446 8.20417007 4.37908720 8.14625452 NA 9.59825726 8.31527367 5.29335945 3.48600637 12.14803652 NA NA 7.48922098 9.99493068 11.61712604 NA 10.43186580 10.69022580 10.67087936 -1.32120693 -1.32120693 2.84857788 NA 13.93441535 7.35812897 11.54186743 8.50837200 5.37908720 11.67600500 9.05911026 NA 0.67861281 12.38665523 8.19237666 -1.32120693 12.43123882 4.68920410 12.49313142 6.59751181 5.57346542 NA NA 0.26363540 1.67865788 1.48599349 15.51108177 15.99383254 12.09425884 10.94133127 13.00339221 NA NA 4.10491530 12.38330928 3.43353370 8.92301306 11.94909044 0.01777941 18.92884468 11.40017558 -0.32138719 6.66164273 2.67865788 11.92494434 5.65592994 10.99606174 2.84857788 5.32250506 10.95680810 10.19434898 11.71636764 11.23754806 11.97900165 NA 8.86476342 11.49783029 NA 1.84855785 9.19237666 8.87094199 5.57346542 1.00057696 NA 8.24470300 NA 11.63502526 6.98243007 12.53682442 10.07727518 11.00760444 3.20221396 3.66551784 12.79393666 5.54901297 10.44752403 6.53662955 9.75523761 11.12650722 0.67861281 7.60938635 7.57951583 11.71327614 7.73934520 12.24791138 -0.32138719 11.56529833 1.00057696 2.76610747 -0.0165670 -0.0120240 0.0897060 0.0056919 0.0043021 0.0043021 0.0721090 0.0721090 0.0116090 1.0028000 0.9567200 0.1610000 0.1610000 -0.0602110 0.0605080 -0.1743600 -0.0092666 0.0061090 3.6569000 -0.0916840 -0.0916840 0.0349590 0.0036076 0.0068044 0.0068044 0.4937200 -0.6287400 0.0162860 -0.0317810 -0.0030475 -0.0032802 0.4520700 -0.0153290 -0.0120240 -0.0087367 -0.6346200 -0.6346200 -0.6326300 -0.6326300 -0.0042929 -0.0042929 -0.0042929 0.0065262 0.0246330 0.0111210 0.0000000 0.0097276 0.0350320 0.0350320 -0.6401000 0.0059700 -0.0602110 -0.6396300 -0.6396300 0.0265140 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-0.3213872 3.0709732 9.4892208 9.9675152 10.6782969 11.9820018 11.7373174 1.2636354 11.6393751 11.0237771 15.2540987 9.5536304 6.7501120 8.9277626 8.7352869 10.8877978 10.0030547 8.0816613 10.9597097 8.7779969 3.4860064 11.0179424 9.0655893 7.6473159 12.3866552 1.0005770 10.3633977 10.9413313 6.1298600 6.4730644 -0.3213872 10.6437118 -1.3212069 9.5780060 8.5051974 11.2375481 11.9790016 11.4896223 11.4978303 12.2187771 3.9265783 1.0005770 9.2452646 9.6751226 5.3651501 5.3651501 11.6350253 11.3963255 11.0076044 12.4272613 10.6027193 9.3368607 9.5075790 10.4475240 7.0317955 10.0084454 10.4726588 3.4335337 -1.3212069 4.8684744 9.2095918 9.9301315 9.7641215 7.5490137 9.4827801 4.4335337 TCGA-CV-7429 55 1 107 NA head and neck stage iva t4a n2b NA 19-3-2015 male 1998 NA NA head and neck squamous cell carcinoma yes NA NA 14 white not hispanic or latino 190.57.0 4 4 2 2 1 1 3 1 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 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11.21358247 5.50105374 12.08118511 9.61091797 12.15140774 11.34088885 10.76913103 10.69027173 12.64798771 13.59999361 0.03153635 0.44667971 4.44664002 10.39464168 9.80858327 11.3022867 12.4627513 11.6333728 -0.5534261 10.4859013 12.6093455 14.0265146 8.5261244 6.3414574 8.1830413 9.4821259 11.2911491 10.0054811 7.8107740 11.3401307 9.8195045 2.8389518 9.8351951 8.1101977 6.2214267 14.0983639 2.2539893 10.1221555 10.3038430 5.2015280 4.6754603 3.0316069 8.9494713 -1.5534261 9.2715982 9.2874173 12.1514077 11.9333489 10.8820493 10.5916163 11.7832855 NA 2.1470787 8.9377410 10.9635706 5.2148242 7.9384928 10.5157535 11.7428387 10.2031958 12.0168510 10.5797817 10.9060711 11.0145956 9.7456700 7.9464852 10.3721939 10.6948636 1.2539893 1.4466268 NA 8.2516415 9.8405661 9.6694345 5.9384928 9.5032772 5.1190656 TCGA-CV-7430 56 1 495 NA head and neck stage iva t4a n0 NA 19-3-2015 male 1996 NA NA head and neck squamous cell carcinoma yes 40 1972 0 white not hispanic or latino 190.57.0 2 4 3 1 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 2.364097e-06 8.343873e-07 9.36749731 NA 10.55252232 0.78106590 10.51811118 10.11597648 8.94995566 14.92013653 8.61518784 6.40161852 5.31708695 7.40747172 NA 8.81335409 8.12976109 2.85141924 5.36599692 12.27768696 -1.54077824 -0.54098814 7.67827336 7.38984211 11.58758252 NA 10.94166066 10.87326146 10.92849225 -1.54077824 NA 1.26645674 -1.54077824 11.46016108 6.51438741 11.85316551 8.74566256 3.26645674 13.11485911 0.04404433 0.04404433 0.45911681 13.13610863 8.21064894 -1.54077824 11.43100752 9.57955014 12.22832280 7.32329080 5.24046317 4.24046699 -1.54077824 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10.3225168 9.6126568 8.0552944 9.0884615 3.0440618 TCGA-CV-7432 79 1 2570 NA head and neck stage ii t2 n0 NA 19-3-2015 male 1998 NA NA head and neck squamous cell carcinoma yes 61 1937 0 white not hispanic or latino 190.57.0 2 7 3 1 3 3 2 3 4 2 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 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 6 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 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 6 0 0 0 0 0 0 0 0 6 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 6 0 0 4.266688e-06 1.526295e-06 7.0608353 NA 10.7487478 1.2070182 8.6948461 10.4042226 8.7331791 15.3225644 6.8699713 8.2163680 6.1842862 8.4213251 NA 9.1337960 9.0608353 -0.3780068 11.1558598 10.3542108 NA NA 7.5820456 3.8699701 10.9563166 4.9074435 10.6695081 10.3806830 10.4354238 NA NA 0.9439588 NA 14.2375293 2.7919599 10.6530553 6.6773264 3.3769293 12.2714118 -1.3778193 NA 3.4800195 14.3546613 9.0025045 NA 9.7048578 8.8461777 10.9995251 5.8699701 2.4294017 NA NA NA 0.9439588 -1.3778193 16.0846653 16.1140833 12.5788733 11.3949764 12.2281015 NA NA 3.0143553 13.3212362 NA 8.2182329 11.7725840 NA 19.6119686 8.7603151 NA 5.7513271 -0.3780068 11.5995022 3.0143553 10.9490345 6.1218899 1.2070182 10.6259126 9.7213911 12.4700452 11.3752601 12.2121625 NA 8.3702362 10.8864860 NA 2.5289463 8.8628348 8.2980002 5.6554663 -1.3778193 0.6220870 4.5527828 NA 10.3216159 6.7667012 12.8902929 9.6370054 11.6454512 2.7095112 -1.0332742 12.8483803 4.2367528 9.6454304 7.9212512 9.4977928 9.8811981 1.2070182 7.0896486 5.2070065 10.8499601 7.5849392 11.4180830 NA 10.3371474 -1.3778193 0.6220870 0.04134800 0.00000000 0.02903700 -0.09966700 0.02279800 0.02279800 0.01412300 0.01412300 0.06787900 0.06787900 0.04195600 -0.30375000 -0.32559000 -0.32559000 0.28921000 -0.00062097 3.65690000 -0.10375000 -0.10375000 0.02451400 0.02451400 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601 NA head and neck stage iva t4a n2b NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes 16 1984 04 white not hispanic or latino 190.57.0 3 1 2 2 3 3 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.753478e-06 9.456389e-07 10.9264806 -1.3707133 9.9752374 5.8289489 9.0866585 10.1626075 8.6405049 17.0698833 7.1876985 8.0021427 5.6292779 7.7790246 NA 8.9879291 7.4747678 5.1528405 4.6516430 11.1345931 NA 2.4366416 12.5902752 8.0365456 11.3512313 1.6292867 9.8783912 10.7044226 9.7821962 0.6292867 1.7992117 4.9868296 1.2142492 13.8151210 6.2366074 11.4398494 9.1261314 8.6736720 12.1718260 4.2731354 -0.3707133 0.9512148 13.1976495 7.7866245 0.6292867 11.3493082 8.3157781 11.8004545 6.2946134 7.3571983 0.6292867 -0.3707133 -1.3707133 2.6292867 1.6292867 16.3415617 16.5885305 12.5638680 10.1577318 12.8112840 0.6292867 NA 4.6065547 14.0186738 2.6292867 8.9065651 11.0333549 -0.3707133 18.2767828 12.9756530 -1.3707133 6.0043171 3.7167385 11.9934124 5.7378030 10.2762864 6.5421667 4.6953647 11.6786158 9.7259928 11.4997619 11.2894965 11.7635436 7.1489138 8.1271297 11.0073015 NA -1.3707133 9.8960643 9.5993836 3.9512054 0.2142492 2.4366416 6.3908293 -1.3707133 10.7941847 5.6627011 12.4523464 9.2315776 10.6838820 6.1291243 3.9843615 13.4412043 7.6980559 9.6268594 10.1780996 10.3360931 11.1397947 0.2142492 11.2517872 8.0280215 11.7933990 8.3622932 11.3467400 1.4366416 10.3824944 2.8772142 4.4366349 0.00638710 -0.06100200 0.78640000 0.00027728 0.00447260 0.00447260 -0.04495700 0.20534000 -0.07960900 -0.07960900 0.27931000 -0.16166000 -0.16166000 -0.03776200 -0.03776200 -0.00208970 2.04350000 -0.00281500 -0.00332430 -0.00097017 -0.00097017 0.13717000 -0.03286000 -0.16128000 -0.16128000 0.03298600 -0.01064600 -0.01064600 0.01279500 -0.02985700 -0.02985700 0.12609000 0.00638710 0.00638710 -0.06100200 -0.14694000 -0.14694000 -0.14694000 -0.05657700 -0.15324000 0.17679000 0.17679000 -0.15631000 0.00027728 0.00027728 0.18207000 0.00447260 -0.15618000 -0.16980000 -0.17803000 -0.44329000 -0.03776200 0.03002900 0.03002900 0.03002900 -0.00208970 -0.15860000 -0.00816240 -0.00097017 -0.00097017 0.07276100 0.08869200 0.15114000 0.42167000 0.41798000 -0.04270200 -0.03286000 -0.16128000 -0.16128000 0.03298600 0.03298600 0.14995000 0.01279500 0.01279500 0.01279500 0.000 0.000 -0.159 -0.159 0.000 0.000 0.000 0.000 0.137 0.439 0.439 0.000 0.000 -0.161 -0.161 0.000 0.000 0.000 0.000 0.000 0.000 0.150 0.117 0.000 0.000 0.000 0.000 0.023 0.176 0.000 0.000 0.000 0.000 -0.156 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.159 -0.159 0.000 0.000 0.000 0.000 0.137 0.439 0.439 0.000 0.000 -0.161 -0.161 0.000 0.000 0.000 0.000 0.000 0.000 0.150 0.117 0.000 0.000 0.000 0.000 0.023 0.176 0.000 0.000 0.000 0.000 -0.156 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 11.5529766 -1.3707133 9.7875908 7.1800245 11.2057621 11.3441628 10.1567547 11.2104783 10.9347695 10.4953976 11.5592758 11.2568116 8.5659159 10.7472454 10.8264944 10.3188390 4.7814594 11.4997619 8.9824247 11.2894965 10.8344601 10.4220680 11.2558994 12.9561587 12.6663098 7.5271235 0.2142492 1.7992117 9.2928358 10.3258106 10.6997342 12.1172434 11.5172598 1.6292867 11.3537916 10.2883816 13.8785757 8.7764827 7.2622725 8.8592981 8.7598482 11.7908820 9.2230610 8.2803295 10.5096266 9.1905657 4.6516430 10.9273403 7.7508115 7.9757912 13.1976495 3.0887013 10.3783091 10.1577318 5.5119202 7.6681964 0.2142492 9.9862798 0.2142492 9.7147502 9.5248529 11.2894965 11.7635436 10.4566204 11.0073015 11.2848084 0.6292867 1.9512148 8.0083311 10.5259886 6.6349025 7.1331032 10.7941847 11.2203325 10.6838820 11.7062603 10.4965564 9.9324876 10.3087578 9.6268594 7.6151198 10.0151401 10.6692249 5.4747670 1.2142492 4.1838676 9.8174771 8.9635510 9.9601946 7.9512060 10.2472043 5.0722216 TCGA-CV-7434 64 1 218 NA head and neck stage iva t4a n1 NA 19-3-2015 male 1999 NA NA head and neck squamous cell carcinoma yes 80 1958 1 white not hispanic or latino 190.57.0 4 6 3 3 3 3 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 6 0 0 2.705705e-06 8.67213e-07 8.2800595 NA 10.8385608 -1.3763204 9.1511117 10.5847225 8.7334652 16.3330825 7.5305249 8.1013927 5.4565236 7.4722579 NA 9.5222361 6.7529171 NA 2.5305203 10.7679742 NA NA 8.3768512 5.9545523 11.5903203 4.1471927 9.5267633 10.4862719 10.0111135 NA 0.6236796 2.3240617 NA 14.3565175 4.2383436 11.7081108 6.8476362 5.5424964 12.0817848 0.6236796 NA 1.4309810 14.5924589 9.4947698 -1.3763204 12.7600651 8.9553689 12.4655920 8.4422166 5.9723618 NA NA NA 0.6236796 3.0159435 15.7722797 16.9854789 12.6670866 11.0223783 13.0686494 NA NA 2.3240617 12.5527080 0.9455328 10.0430682 11.3385240 1.2085797 19.5457930 10.1457257 NA 6.3515559 -1.3763204 11.6692236 4.6680283 10.4963094 NA 1.7935630 11.3017945 9.8662133 12.3909790 11.9758160 12.0105749 NA 8.4066328 11.2200573 NA NA 9.6625536 9.0202394 5.2085953 -1.3763204 0.2086421 6.1782226 -0.3763204 10.5752836 NA 12.5046529 9.4718819 11.1884986 2.6236328 0.2324152 12.5738260 6.9455632 9.3729678 10.5905005 9.6234654 11.7857111 0.9455328 7.6734829 8.6250429 11.3787308 8.2710932 12.0763906 -1.3763204 11.6201081 -1.3763204 2.0830772 0.01000600 0.00152550 1.28960000 -0.00712950 -0.01711600 0.59998000 -0.01546000 -0.01546000 -0.67884000 1.07960000 1.10670000 2.67640000 2.67640000 0.57523000 1.14120000 0.07843800 0.07843800 0.61009000 -0.01422800 -0.03463100 -0.03463100 0.00555290 -0.01505400 1.61830000 -0.65957000 -0.03599300 -0.00041585 -0.00041585 0.06880800 0.00374650 0.00332990 0.77464000 0.00388540 -0.00526100 0.01600600 -0.67389000 -0.67389000 -0.67389000 -0.67389000 -0.01835300 -0.01835300 -0.01835300 -0.01835300 -0.00712950 -0.00712950 -0.01303400 -0.01711600 -0.01546000 -0.02575600 -0.67939000 -1.29290000 1.14120000 -0.68539000 -0.66022000 0.00624810 -0.00857660 0.19710000 -0.01422800 -0.03463100 -0.03463100 0.56543000 0.59476000 0.00374650 0.01726400 0.01726400 -0.01505400 -0.01023200 -0.65957000 -0.01050800 -0.03599300 -0.03599300 -0.04034500 0.15191000 0.15191000 0.06880800 -0.639 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.000 0.000 0.000 0.000 0.000 1.178 -0.660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.000 0.000 -0.107 0.567 0.000 0.000 0.000 0.000 0.000 0.600 0.000 0.000 -0.679 1.080 -0.656 0.485 0.000 0.000 -0.639 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.000 0.000 0.000 0.000 0.000 1.178 -0.660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.000 0.000 -0.107 0.567 0.000 0.000 0.000 0.000 0.000 0.600 0.000 0.000 -0.679 1.080 -0.656 0.485 0.000 0.000 12.2191252 NA 11.1038240 9.6924129 11.3245078 12.5168366 9.6480818 10.7891697 8.5169362 9.6073409 9.7759194 11.7390034 10.1274603 11.3479353 13.2162668 9.7941856 4.2709475 12.3909790 10.7190316 11.9758160 11.8609939 10.7901116 12.4230174 12.5244920 13.5001995 5.4816154 0.9455328 -1.3763204 10.0207744 9.1963348 10.7558129 12.4621491 11.1963348 NA 11.4657885 10.9379346 14.9942696 10.0830663 6.0665779 9.4955399 8.8632332 12.5244071 9.3234674 7.5395140 10.6860181 9.6625536 2.5305203 10.7663799 9.0191687 5.6123201 14.5924589 -1.3763204 11.0504235 11.0223783 5.2818466 5.6789170 NA 9.9657093 NA 9.3464422 9.0456993 11.9758160 12.0105749 11.0970867 11.2200573 11.8467313 5.7216679 6.5305249 8.1254718 9.3843544 3.5305203 7.0789620 10.5752836 11.2158580 11.1884986 11.8327833 10.6635818 10.3947113 9.9745738 9.3729678 7.2674909 11.1899265 9.8103679 0.6236796 NA -0.3763204 8.2096673 9.6080531 10.1378554 7.0624261 8.7923068 4.3515577 TCGA-CV-7435 57 1 4680 4335 head and neck stage iva t3 n2b NA 19-3-2015 female 1999 NA NA head and neck squamous cell carcinoma yes NA 1959 02 white not hispanic or latino 190.57.0 2 2 4 2 1 1 1 2 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.150688e-06 6.590819e-07 10.8948294 NA 10.4962142 5.7424725 9.9226654 10.3188215 8.6131891 16.0445526 7.2461838 6.9032082 4.5200828 7.8515935 -1.3868456 8.5125461 8.8432094 2.5200702 3.5200828 10.9263555 0.9350825 -1.3868456 13.5166944 10.1892009 11.9153996 NA 10.8587418 10.6883339 11.1682574 0.6131544 3.1367492 5.4711712 0.1981169 14.1209218 5.9078088 12.0854991 9.1070444 8.3291510 11.6662664 3.5200828 NA 1.4205632 11.6179362 8.6873305 0.1981169 10.1333167 10.0973725 12.2440249 7.3613815 6.3813734 1.4205632 NA 0.1981169 0.1981169 -0.3868456 15.2101929 16.0350866 12.4293067 9.8699875 13.1365672 -1.3868456 0.9350825 5.1677794 14.0870850 4.4205430 9.6765841 10.9368068 -0.3440987 16.9930370 11.2205194 4.1050411 6.3945484 2.9351203 12.4829757 5.7831135 9.9789647 6.7578473 4.6575828 10.4464745 10.0797754 12.6967124 10.1455450 12.1525902 -0.3868456 8.6711808 9.4742760 NA NA 10.4361582 10.6452347 5.2996879 2.8611217 3.4711745 6.4397378 NA 11.4002754 5.8226435 12.8524146 9.7689243 9.9619172 4.6575828 2.2535658 13.3479516 3.7831109 10.5439375 7.7138511 9.6968213 11.1983864 0.1981169 10.4727238 8.3780607 12.4882664 7.5230820 12.0588506 0.1981169 10.7482570 2.6131780 4.2856168 0.135830 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11.4002754 11.7248138 9.9619172 12.3561300 10.3554984 10.2126371 9.6167069 10.5439375 8.1030370 9.2731848 11.0733889 3.8226384 0.1981169 6.0140696 8.4292289 9.6452347 9.8060983 8.2820742 10.8030136 5.2425453 TCGA-CV-7437 77 1 506 NA head and neck stage ii t2 nx NA 19-3-2015 male 1996 NA NA head and neck squamous cell carcinoma yes NA NA NA NA NA 190.57.0 1 4 2 2 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 3.676983e-06 1.491606e-06 9.0756110 -1.1782082 10.2113947 -0.1782082 9.0433505 10.0667218 7.7904300 15.2583611 8.1278252 7.6828507 6.6161798 7.7554538 4.0696936 9.0041578 8.7301559 6.1163835 11.1086099 10.6625414 -0.1782082 NA 7.0360824 6.0312165 11.3973027 NA 10.9471769 10.2167620 10.8722923 NA 1.1437199 1.6291001 6.1346460 12.0597202 3.6291234 11.7528702 6.7701300 8.0673160 11.4327882 7.3295578 NA 1.6291001 11.7241386 7.3055793 1.8217510 9.4086032 5.5430009 13.3080328 7.1793150 6.8716120 NA NA -0.1782082 3.2811938 2.2811938 15.3569999 14.9589803 12.4151545 10.3020487 12.3687784 NA 6.2140801 -0.1782082 12.9300428 0.8217918 8.3354908 11.7907901 -1.1782082 18.6144152 13.9358717 3.5766552 5.3916200 0.8217918 11.8301920 -1.1782082 10.3982477 7.5152504 3.6291234 11.2482903 10.3511940 13.1598605 10.8076054 11.9684912 -0.1782082 8.3156188 10.8437844 1.4066999 NA 11.5524458 11.4069607 6.0696914 -1.1782082 5.2140821 7.4474726 NA 10.6820744 0.4067543 13.3589818 9.1391760 11.1563160 NA 1.5376440 13.3337013 5.0505801 10.0306074 4.6031219 9.2375052 10.6909716 -1.1782082 7.6323351 7.9765813 11.0747244 8.2417234 10.9345287 NA 9.3075927 -1.1782082 3.2811938 0.65903000 0.51856000 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3.657 0.000 0.000 1.064 0.000 0.000 0.000 0.516 0.516 0.000 0.892 0.000 0.000 -0.513 0.562 0.000 0.000 0.000 0.000 1.532 0.000 0.532 0.121 0.199 0.000 0.000 0.000 0.000 0.408 0.000 0.000 0.500 0.000 0.477 0.530 0.530 0.000 0.563 1.301 0.000 3.657 3.657 0.000 0.000 1.064 0.000 0.000 0.000 0.516 0.516 0.000 0.892 0.000 0.000 -0.513 0.562 10.924395 -1.178208 9.740060 5.196804 10.333516 12.811329 9.538583 10.705934 8.985413 9.393516 14.943054 12.492088 7.511761 12.013902 9.906572 10.983840 6.040835 13.159860 9.305579 10.807605 10.468772 10.897911 10.765432 13.915649 13.223243 12.474608 NA 1.406700 8.497721 10.114660 10.6703864 12.4220248 11.8263350 -0.1782082 11.4483850 10.8245785 15.2552339 9.0720618 7.9197953 9.5273959 9.5564731 12.9333067 8.9281562 8.3295582 10.1244023 9.6641137 11.1086099 10.7013467 8.7976113 5.9613154 11.7241386 3.2811938 10.1048518 10.3020487 5.4941884 4.6291176 6.5699558 9.2151539 -1.1782082 9.6435373 10.5152504 10.8076054 11.9684912 11.0646398 10.8437844 11.1201125 6.7346527 5.0505801 9.2345978 10.7506519 9.1071655 4.9715114 10.6820744 11.5992242 11.1563160 11.8995805 10.3359843 10.6267011 7.8104482 10.0306074 7.6355447 10.2563916 10.0908901 1.4066999 NA 6.9510469 9.6140088 9.6609673 10.0115880 8.7686697 9.9394066 4.1071689 TCGA-CV-7438 87 1 194 NA head and neck stage i t1 nx NA 19-3-2015 female 2000 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 190.57.0 1 3 1 1 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2.775082e-06 1.005967e-06 11.8552989 NA 10.4458491 1.9859740 9.2094275 10.8025903 8.9401585 15.7032818 6.3078911 8.1603328 5.2083534 8.2317789 6.7760395 9.1975801 8.4215166 5.8494614 3.0639688 10.5829801 NA -1.1840967 8.2233048 7.3744579 10.8878347 2.9859558 9.9199806 10.4108282 10.7013522 -1.1840967 NA 2.4010024 -1.1840967 14.8573969 7.3356735 11.6012853 7.6771241 7.6298185 11.5541294 3.2754690 NA 2.7229250 10.6124824 8.5233961 -1.1840967 8.9771691 4.4567142 12.5709247 5.8713188 6.9809438 1.9859740 NA -0.1839328 2.6233987 2.6233987 15.4390464 16.3194012 12.3094949 11.0704753 12.1818128 -1.1840967 NA 4.6233928 13.6519889 1.9859740 9.1379653 11.0621839 -0.1839328 18.1545536 13.0015321 NA 6.4009989 0.8160672 11.8169174 5.1558868 10.4963967 5.5842229 3.2754690 11.0199969 10.5759254 11.6439177 11.0793064 10.3542261 -0.1839328 8.4866935 10.7829031 NA NA 8.8848155 11.0055529 7.4122269 4.4010024 -0.1839328 7.2126423 NA 10.8628201 -1.1840967 12.7669575 9.6389743 11.1558871 5.0254895 2.5450540 13.5469849 8.1889023 9.6344196 8.8740288 10.1014510 11.5345700 1.1379625 8.8699630 8.8397915 11.8174453 7.2998527 11.6703212 -0.1839328 9.5900005 2.6233987 5.5302830 0.0218840 0.0218840 -0.0226060 -0.1359100 0.0482620 0.0482620 0.0203430 -0.1314700 -0.3718900 0.8447500 0.8447500 0.0458490 0.0458490 -0.0952520 -0.0952520 0.0317920 0.0317920 0.0107030 3.6569000 -0.0364010 -0.0364010 -0.3319100 0.0452820 -0.1153500 -0.1153500 0.0048923 -0.2034900 0.2527700 0.1548700 0.0230050 0.0230050 0.0230050 0.0218840 0.0218840 0.0049969 -0.0226060 -0.0226060 -0.0226060 -0.0226060 -0.4564000 -0.0802570 -0.0802570 -0.9990300 -0.1359100 -0.1853400 -0.1747300 0.0482620 -0.1314700 -0.1314700 -0.3863800 -0.9648100 -0.0952520 -0.2325100 -0.1681500 -0.1522100 0.0317920 0.0376410 0.0296060 -0.0364010 -0.0364010 0.0593660 0.0593660 -0.3319100 -0.1676400 -0.1676400 0.0452820 0.0452820 -0.4662100 -0.4844300 0.0048923 0.0091705 0.0000000 -0.1679000 -0.1703100 0.1548700 -0.168 -0.168 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 -0.242 -0.242 0.000 0.000 -0.115 -0.466 0.000 0.000 0.000 0.000 0.049 0.253 0.000 0.000 0.000 0.000 0.000 0.000 -0.376 0.000 -0.175 -0.175 0.000 0.000 0.000 -0.131 -0.372 0.473 0.000 0.000 -0.145 0.010 -0.168 -0.168 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 -0.242 -0.242 0.000 0.000 -0.115 -0.466 0.000 0.000 0.000 0.000 0.049 0.253 0.000 0.000 0.000 0.000 0.000 0.000 -0.376 0.000 -0.175 -0.175 0.000 0.000 0.000 -0.131 -0.372 0.473 0.000 0.000 -0.145 0.010 11.1752377 NA 9.9244898 7.0875000 11.6808037 11.2762320 10.1691841 11.3403340 8.8033013 9.5060352 10.2600167 11.1100835 8.2998527 10.6856310 10.4906708 13.8683505 4.1945520 11.6439177 10.9314060 11.0793064 10.5842215 10.4229050 10.6209748 12.9988730 12.5727988 8.9206360 0.8160672 3.6233870 9.2475348 9.1779811 11.228342 11.990651 12.157973 NA 11.627010 10.741221 14.854848 9.566744 7.275469 9.349367 9.049657 12.482261 8.907314 8.841177 10.987839 9.670126 3.063969 10.389684 8.786143 9.535426 10.612482 2.401002 10.353741 11.070475 5.173587 7.934978 3.137962 9.612077 -1.184097 9.375414 11.340089 11.079306 10.354226 11.504287 10.782903 11.594936 2.137962 2.401002 8.327790 12.173452 7.995946 4.648926 10.862820 11.616735 11.155887 12.306888 10.752675 10.482705 9.927173 9.634420 7.988465 10.593703 9.958783 3.208361 -1.184097 3.945317 9.219593 9.691786 9.636216 7.054442 9.861114 4.793318 TCGA-CV-7440 38 1 675 NA head and neck stage ii t2 nx NA 19-3-2015 male 2000 NA NA head and neck squamous cell carcinoma yes 21 1981 NA white not hispanic or latino 190.57.0 1 2 1 1 2 2 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.895072e-06 1.112516e-06 11.2586915 NA 11.2711844 1.9540101 10.3756420 10.9389860 8.5920716 15.1251278 7.9058653 6.7405944 4.5147156 7.9741444 -1.3681041 9.0760494 8.4822566 1.4394104 2.3325074 12.0646118 -1.3681041 1.8019864 3.2759308 2.8799998 12.0964880 -0.3679180 10.0276040 10.9426827 10.2380122 0.6320820 -1.3681041 2.3325074 NA 13.5693977 5.0071103 11.7464629 7.1904904 6.8169452 12.0277379 2.8019864 -0.3679180 2.5389602 14.3504154 9.6411986 NA 10.6436465 6.0730211 11.8921073 7.0071091 4.9896204 NA 4.7214383 -0.3679180 3.1556359 2.2170446 14.5081788 15.0263324 12.3539167 10.1319157 13.4963528 3.6764592 -1.3681041 3.5389602 14.0713813 1.9540101 9.0801862 10.6025353 1.9540101 17.4233635 9.8360295 6.5449598 4.9719206 NA 12.0227762 4.6764649 10.4602063 5.8119796 6.8019954 11.0130719 11.0690416 11.4045123 10.0081953 11.8076194 -1.3681041 8.9312780 11.8314355 NA -1.3681041 9.0572856 8.7062114 4.3599920 2.7195339 NA 3.9174699 NA 11.1239229 NA 12.9241758 9.8898290 10.5808021 0.6320820 2.4800583 13.4031982 7.0832815 9.8610930 5.7818161 9.0246662 12.4768737 -1.3681041 10.6355878 8.3633888 12.2365073 7.3565840 11.7463002 -1.3681041 8.7969767 0.2169825 2.3325074 -0.03776200 -0.03054000 0.03129500 -0.07694500 0.25386000 0.25386000 0.52206000 0.52206000 0.48570000 0.48570000 0.48570000 -0.12187000 -0.12187000 -0.14862000 -0.15720000 -0.03438800 0.11873000 0.30585000 0.29443000 0.23287000 0.25168000 -0.04901900 -0.00843850 0.98597000 -0.38164000 -0.32286000 -0.04617700 -0.04617700 0.05694000 -0.38246000 -0.04443400 0.91976000 -0.04048000 -0.05131600 -0.40407000 -0.02356600 -0.02356600 -0.38638000 -0.38638000 -0.15745000 -0.15745000 -0.15745000 0.27900000 -0.07694500 -0.07694500 -0.07694500 0.25313000 -0.12069000 0.27348000 -0.50017000 -0.14862000 -0.14862000 -0.06437400 -0.07000100 0.28723000 0.05138700 0.22052000 0.38469000 -0.05158600 -0.39719000 0.28121000 0.28121000 -0.04901900 0.04358700 0.00930980 -0.00843850 -0.00843850 -0.38164000 -0.38164000 -0.32286000 0.00041593 -0.19312000 0.05354000 0.05354000 0.05354000 0.000 0.000 0.000 0.221 0.317 0.317 -0.397 0.281 0.000 0.000 0.000 -0.376 0.000 0.986 -0.382 -0.323 0.000 0.000 0.238 0.000 0.000 -0.200 0.108 0.000 0.000 0.000 0.000 -0.157 -0.157 0.000 0.000 0.254 0.254 0.522 0.000 -0.003 -0.003 -0.157 -0.157 0.000 0.000 0.000 0.000 0.000 0.221 0.317 0.317 -0.397 0.281 0.000 0.000 0.000 -0.376 0.000 0.986 -0.382 -0.323 0.000 0.000 0.238 0.000 0.000 -0.200 0.108 0.000 0.000 0.000 0.000 -0.157 -0.157 0.000 0.000 0.254 0.254 0.522 0.000 -0.003 -0.003 -0.157 -0.157 0.000 0.000 11.134902 -1.368104 9.620613 6.538960 12.823669 13.691408 5.201924 11.927695 8.786888 9.115886 10.494320 11.469106 6.908194 11.250914 9.343737 11.539524 3.638364 11.404512 9.567235 10.008195 10.919494 11.022239 11.264156 13.386002 12.766175 7.205717 NA 2.953992 8.841523 10.531427 10.519290 12.526130 11.634533 -0.367918 9.868084 10.934994 14.835245 6.155632 6.637694 10.323377 9.353169 10.956532 9.383974 7.091501 9.950613 9.515477 2.332507 11.514522 8.706211 8.971920 14.350415 1.217045 9.969692 10.131916 5.771622 6.490050 1.954010 10.148755 -0.367918 8.976366 10.000576 10.008195 11.807619 11.694453 11.831435 12.193477 5.246780 -0.367918 9.319927 9.576050 7.496256 1.954010 11.123923 12.694875 10.580802 12.014424 9.850633 10.704872 10.415887 9.861093 8.109828 9.695465 10.436604 NA NA 3.155636 7.884357 10.282673 9.985768 6.879997 10.529915 5.123923 TCGA-CV-7446 66 1 1093 NA head and neck stage iva t2 n2b NA 19-3-2015 male 1998 NA NA head and neck squamous cell carcinoma yes 86 1958 2 white not hispanic or latino 190.57.0 NA 4 4 2 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 3.198485e-06 1.084703e-06 8.9621441 2.2342254 11.2183135 2.1187584 11.1704086 10.8946311 10.1471131 15.5670349 9.4474215 6.5561519 5.5224701 7.2445903 -0.4661377 9.7062116 9.3658828 4.9431759 2.2342254 11.2205034 -0.4661377 5.1484949 9.6311578 4.8913366 11.9704956 5.6318173 11.0561204 11.2756723 11.7132266 6.3979706 3.3534503 4.8736360 1.7037209 13.0238828 4.5998712 13.0043794 8.7805247 9.3847522 12.7456723 4.3666719 4.4406732 1.9932033 14.1163383 9.3427483 -0.4661377 11.6439410 7.3185826 12.7155637 8.1055367 7.2617047 0.5337627 0.1187584 3.2342254 0.8557506 0.5337627 14.4960199 14.8021749 12.1017496 9.3379151 12.6372358 2.2342254 NA 4.3411389 12.9658691 3.8557107 7.4466731 11.2185327 NA 18.1030100 10.6527251 7.5053273 7.4194807 2.4406865 12.1780910 2.4406865 9.4923367 7.8511968 6.4879799 10.4286018 9.7174194 14.8691981 12.2664814 12.1709749 6.8511968 8.6225724 11.9314587 -0.4661377 NA 11.2042190 10.0008800 5.4406732 8.1206236 -1.4663370 8.8691743 NA 11.5701294 2.2342254 12.4152804 10.4494730 11.1814673 2.4406865 3.0510588 12.5325507 9.7999850 11.1673288 9.7607983 8.8280371 10.1776402 2.5337876 11.7040221 10.1050627 12.0829670 7.3571517 11.7470402 1.3411318 12.2949197 NA 3.5337876 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5171339 0.1187584 10.0071550 5.6423088 10.7629032 12.5964061 12.0782655 11.2366060 9.4762984 9.7834900 10.2233453 11.4691333 9.1159259 12.3469640 14.3075414 12.0725792 4.9894388 14.8691981 7.4255676 12.2664814 10.2329226 11.5208704 11.0286871 11.7184626 12.4917022 11.6215783 -0.4661377 1.9932033 8.8847231 11.1466525 11.2922154 11.8500655 10.2263995 2.2342254 12.3707220 10.6357597 13.9733546 11.2984483 8.2735648 9.8962758 9.7662049 13.8026184 8.6223469 9.0054592 9.2836535 10.1299738 2.2342254 12.3802538 9.1262411 7.8238028 14.1163383 3.9932124 11.6436147 9.3379151 5.8825110 5.6630656 6.2202855 10.7062115 NA 9.7130711 10.4372893 12.2664814 12.1709749 11.2830250 11.9314587 11.7726365 6.4406749 2.9932215 8.0951675 10.4744646 5.3792744 3.9261038 11.5701294 12.6651587 11.1814673 12.1480338 10.2084176 10.9429097 9.2786179 11.1673288 7.4072278 9.9261014 11.1206238 0.8557506 5.7529519 7.3314455 8.6470313 10.7826010 9.9109945 7.8489334 11.3112448 5.7626039 TCGA-CV-7568 48 1 927 NA head and neck stage iva t4a nx NA 19-3-2015 female 1995 NA NA head and neck squamous cell carcinoma yes 35 1961 NA white not hispanic or latino 190.57.0 NA 1 4 2 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 4 0 0 0 0 4 4 1 0 0 5 4 0 0 7 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 4 0 0 0 7 0 0 4 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 7 4 7 0 0 0 4 4 0 0 0 0 0 0 0 5 4 4 4 0 0 0 4 0 0 0 0 7 4 4 0 0 0 7 0 0 0 0 0 0 4 7 4 0 4 4 7 0 4 0 0 0 0 4 0 0 7 0 4 4 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 4 0 0 0 0 0 0 4 0 0 0 7 4 4 0 0 0 0 0 0 0 0 0 4 7 4 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6.386157e-05 3.118498e-05 9.2498328 -1.6896599 10.6539945 4.1431403 9.9437029 10.5462678 9.5933420 16.3175384 8.2350660 6.8989677 4.9967548 6.7448823 -0.6896599 9.7557857 9.5534275 5.0651414 10.2968067 11.7075271 NA -0.6896599 11.8780909 9.2629947 11.7469651 3.3102529 10.2960955 10.8271847 9.8914541 -1.6896599 NA 4.8338161 NA 15.0311518 6.3709489 11.8537688 8.0718050 7.9341349 11.5953667 4.2171454 NA -0.1048525 13.5320295 10.7193792 -0.6896599 12.1631731 4.5895418 12.0760576 6.3924033 6.7196448 0.6321751 NA -0.6896599 2.4801876 -0.1048525 14.3286239 15.3738163 12.0845259 10.4217153 13.2767590 2.3977208 -1.6896599 5.2527676 15.2297571 2.8952251 10.7412287 10.1083203 -0.1048525 18.9850555 10.0279300 -1.6896599 7.4317867 2.0107082 11.9483500 3.8338110 9.7578535 3.2171376 6.9175833 10.7304770 9.1728910 12.5900078 9.1022303 11.4342133 1.6321751 8.4056508 11.3074330 NA 0.8952251 9.5534275 10.1159974 7.6163151 3.6321868 NA 6.0313533 NA 11.7703254 -1.6896599 13.0298028 10.6797146 11.6352779 5.5000786 1.6873743 14.0072211 5.2644501 11.3511666 11.4976056 9.9266508 11.2808987 2.9541032 9.8026075 8.7819288 12.2237975 8.2527681 13.1368021 1.1176286 8.4016889 0.3102238 6.6456440 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.633590 NA 9.656967 7.258621 11.729555 12.006322 11.171728 10.545969 9.527605 9.023640 10.673567 12.241268 8.977365 11.183698 12.013508 10.600272 5.662166 12.590008 9.930015 9.102230 10.411244 11.102841 10.518793 12.811295 12.836814 9.391737 1.480162 4.614033 9.101416 10.575869 10.4135414 11.5836121 11.6610547 1.8952251 11.2962733 9.8634028 13.5968460 9.7650669 7.0072213 9.4376031 8.8503816 12.5276055 9.3593602 8.5688195 10.5962279 9.9622021 10.2968067 10.9031777 9.4580945 7.2380311 13.5320295 4.3977140 10.8333254 10.4217153 6.7614648 5.7614635 2.6321751 10.2907501 -1.6896599 10.1127700 8.1304326 9.1022303 11.4342133 11.5586259 11.3074330 11.7900338 4.4395367 4.1682329 8.5661557 11.6154603 5.5197054 2.2171376 11.7703254 12.5221419 11.6352779 12.3733115 10.1300335 10.7420123 9.1852350 11.3511666 7.9231218 9.2328380 11.3200822 1.1176286 -0.6896599 0.3102238 8.3468944 10.4951289 10.4141970 6.6231367 11.0330611 5.2760388 TCGA-CV-A45O 57 0 NA 851 head and neck NA NA NA NA 19-3-2015 male 1994 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 260.34.0 3 6 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 0 7 0 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9.2399593 5.6514134 12.0142068 -0.4146528 10.6905770 10.7849956 3.5853231 5.5853231 NA 11.6031756 NA 8.9450727 7.3666833 10.8544499 12.5563278 10.8462427 10.9587322 10.6283505 -0.4146528 NA 7.3601105 8.2146800 6.8891036 1.5853472 11.2766305 11.1726320 10.5611712 11.7920324 10.0901422 9.8959360 8.4892049 9.1684059 4.3402133 10.9066876 9.6406056 2.5853231 -0.4146528 6.0771768 9.4002901 10.6290341 9.6473694 6.1702856 9.5041864 4.1088840 TCGA-CV-A45P 82 0 760 639 head and neck stage i t1 n0 m0 19-3-2015 female 1998 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 260.34.0 3 7 NA NA 3 1 2 1 2 3 0 0 0 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 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 4 4 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 0 0 0 4 0 0 0 0 0 4 0 4 0 0 3.643491e-06 1.168142e-06 8.4065936 NA 10.0166867 -0.8833691 9.2964838 10.1031278 8.8359635 15.8207215 7.2355155 7.8913615 3.1165810 7.4741269 0.1166309 8.6003906 9.7239049 3.5760020 8.1109280 13.2406960 NA NA 1.7015491 5.6243700 10.8419410 4.5088913 10.5227797 10.1940580 11.0249673 NA NA 2.1165644 NA 13.5973649 6.6864305 11.1316412 9.0620186 4.4385058 13.1676136 1.4385058 NA 2.2864968 13.7514992 9.1772705 NA 12.1089820 10.1107937 11.8706271 6.2663218 4.9494649 0.1166309 NA 0.1166309 3.4385058 1.4385058 15.1496105 15.4678516 12.1814505 11.0945701 12.6093042 -0.8833691 NA 1.7015491 13.0982311 1.1165644 9.7052894 10.8282416 -0.8833691 19.3815681 9.1893771 NA 5.9992176 0.7015047 11.7527461 6.0823598 10.6542784 3.7015380 2.2864968 10.9969235 9.8512843 12.3523975 11.6181631 11.2119717 NA 8.1417143 10.9857830 NA NA 8.4134908 8.6184119 6.2355165 1.9239478 NA 8.1052595 0.1166309 10.8864125 NA 13.2928258 10.1104825 11.0656719 3.5088976 1.7968884 13.6101175 3.7604339 9.7819106 11.9231243 10.1931431 10.3892044 -0.8833691 9.5553666 8.9431231 11.6816768 8.5657232 12.0873996 1.4385058 12.6472249 0.7015047 3.1165810 -0.00318590 -0.00385560 0.00000000 -0.01895800 0.00249690 0.00249690 -0.00275820 -0.00275820 0.35512000 0.35512000 0.35512000 -0.00512270 -0.00512270 -0.00512270 -0.00512270 0.00152550 0.00152550 0.00013863 0.00013863 -0.00456950 -0.00690040 0.00958830 0.00444110 -0.00138580 -0.00138580 0.00138680 -0.00124730 -0.00124730 0.00728040 0.00171980 0.00208050 0.00208050 -0.00318590 -0.00318590 -0.00385560 0.00000000 0.00000000 0.00000000 0.00000000 -0.00676090 -0.00676090 -0.00676090 0.00430210 -0.00290910 -0.00290910 -0.00290910 0.00249690 -0.00275820 -0.00055444 0.35512000 -0.00512270 -0.00512270 -0.00359330 -0.00359330 -0.00359330 0.00152550 0.00152550 0.00013863 -0.00456950 -0.00456950 -0.00069303 -0.00069303 0.00707660 0.00000000 0.00000000 0.00444110 0.00444110 -0.00138580 -0.00138580 0.00138680 -0.00516550 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10.4152101 8.5677858 8.1109280 10.7978131 8.8847591 6.8979350 13.7514992 1.4385058 10.3088675 11.0945701 5.9745546 6.1718573 -0.8833691 10.2839928 1.1165644 9.1920538 8.4497301 11.6181631 11.2119717 11.0579892 10.9857830 11.1024166 4.6084249 0.7015047 7.3063990 9.2172370 6.7960552 3.0234683 10.8864125 11.5336361 11.0656719 12.2825808 10.4146373 10.3266371 8.1417143 9.7819106 6.2663218 10.6263497 9.6702039 2.5760141 NA 8.0532124 8.4736648 9.9861686 9.9753328 7.1880369 9.9976887 4.3260267 TCGA-CV-A45Q 69 1 5152 NA head and neck NA NA NA NA 19-3-2015 female 1995 NA yes head and neck squamous cell carcinoma yes NA 1945 1 white not hispanic or latino 260.34.0 3 6 NA NA 3 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 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 6 0 0 1 0 5 0 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3.19273074 10.69676675 9.58414512 11.51062044 7.85169471 11.84868619 1.52977098 11.85544706 1.52977098 3.64524051 -0.3133000 -0.3133000 0.3084100 0.3227000 0.8486900 0.1182900 -0.0150540 -0.0150540 1.3313000 0.6410300 0.6317100 -0.0337970 -0.0337970 -0.0337970 -0.0760120 -0.3504200 0.2882200 0.1215200 0.1215200 -0.3403300 0.3254300 -0.3600000 0.2443500 -0.0150540 -0.0150540 -0.0953840 0.2507400 0.2507400 0.0090312 0.2902400 0.2902400 0.2951700 -0.3133000 -0.3133000 -0.3275100 -0.3555600 -0.3555600 -0.3555600 0.3084100 0.0997240 -0.3668000 -0.0019399 -0.0042929 -0.3395200 -0.3464100 -0.3467300 -0.0184900 -0.0128510 -0.0128510 -0.3679300 -0.0337970 -0.0337970 -0.0353120 -0.0353120 0.0926050 -0.3542400 -0.3464100 1.0988000 -0.3519000 -0.3403300 -0.0078863 -0.0316340 -0.3600000 0.2649800 0.2649800 0.2443500 0.2443500 -0.0150540 -0.7024900 -0.0953840 -0.0953840 -0.0173910 0.0242680 -0.6602200 0.0090312 0.000 0.000 -0.346 -0.346 0.122 0.122 -0.340 0.000 -0.360 0.120 0.120 0.244 0.244 0.000 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10.4732585 10.4974735 5.6862708 5.8027852 0.9447835 10.3605461 1.5297710 8.6382915 8.1097111 10.9799471 11.6902686 10.9623088 10.2801947 10.4805658 NA 3.1147335 6.8990004 10.7808547 7.7902944 4.4042356 11.3276985 11.9816648 10.4042360 12.0279512 10.3616019 9.7942095 9.5297669 10.2404069 6.7261637 10.6807834 9.4897687 2.1147335 0.9447835 9.9973724 9.3915774 10.0578954 9.7154682 7.2485851 10.3689706 5.1147293 TCGA-CV-A45T 64 1 4856 NA head and neck stage ii t1 n0 m0 19-3-2015 female 1998 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 260.34.0 3 1 NA NA 3 1 2 1 5 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.05942e-07 1.390646e-07 10.72118884 NA 10.52644828 2.43033880 8.36106956 10.20032019 8.75226021 16.69834243 6.62195222 7.95958529 6.66438755 8.37391265 NA 9.45068072 9.77906039 5.43033211 10.89571303 12.96666770 NA NA -0.02914635 6.24702555 10.21049906 1.97089046 10.51972244 10.10404280 10.69071713 1.29284063 -1.02914635 2.43033880 NA 13.36623385 6.00432385 9.64244166 10.04905131 5.41384453 11.21318152 4.18035476 NA 2.87778351 11.08203624 9.03698981 4.52548636 10.74073838 10.86949815 10.56382470 7.18521937 7.27468099 -1.02914635 NA -0.02914635 3.14082773 1.55586523 16.22805788 16.60280151 12.31172425 11.45320431 12.10307893 NA -1.02914635 2.55586523 13.17363659 3.21882766 9.07418830 10.98317590 3.67133867 18.42426764 12.52908206 NA 6.60752562 2.14081137 11.22917211 6.13077235 10.49788875 6.21882766 4.39716634 11.53909419 9.97090052 11.79525671 10.09566813 10.63801209 -1.02914635 8.60571174 10.23005527 NA -1.02914635 7.92800250 9.36106956 5.43033211 3.14082773 NA 5.95958471 -0.02914635 10.71783465 -1.02914635 12.87346409 9.25744678 10.16257663 4.72579023 5.61316917 13.62273707 4.21882766 9.89941886 11.09469865 9.82287591 11.06530815 1.29284063 9.55210113 8.02618313 11.37017845 8.41384411 12.23299540 0.55581616 11.01972797 1.77825064 5.47869359 -0.0273980 -0.0214380 -0.0302670 0.0266540 -0.0150540 -0.0150540 0.0384890 0.0384890 0.1460700 0.1460700 0.1460700 0.0527910 0.0527910 0.0527910 0.0527910 0.0673750 0.0673750 -0.0037395 -0.0037395 -0.0798750 -0.0798750 -0.0419740 0.0164250 -0.0313590 -0.0313590 -0.0454880 0.1303600 0.1303600 0.0165650 0.0769980 0.0769980 0.0769980 -0.0214380 -0.0214380 -0.0297210 -0.0302670 -0.0302670 -0.0302670 -0.0302670 0.0000000 0.0000000 0.0000000 0.0000000 0.0266540 0.0266540 -0.0316530 -0.0150540 0.0384890 0.0384890 -0.0634350 0.0527910 0.0527910 -0.0887720 0.0022193 -0.0359980 0.0673750 0.0673750 -0.0037395 -0.0859920 -0.0859920 0.0653700 0.0653700 -0.0419740 0.0390540 0.0390540 0.0164250 0.0164250 -0.0313590 -0.0313590 -0.0454880 0.0512450 -0.0623610 0.0165650 0.0165650 0.0165650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 10.623297 NA 9.047556 7.301817 11.412289 9.638899 9.564292 11.681061 8.976525 10.686005 10.896455 9.967374 8.911948 10.134550 11.824015 9.802999 4.644174 11.795257 9.070248 10.095668 10.278671 9.137064 10.681707 13.301019 12.633680 8.747334 -1.029146 4.328456 8.920727 9.338315 10.708570 12.004324 11.363755 2.140811 10.553983 10.729124 12.946028 9.904591 8.036990 8.494462 7.936685 11.839530 8.608214 8.148320 10.845113 8.632679 10.895713 10.278101 9.232995 9.714893 11.082036 3.828885 10.059689 11.453204 5.328452 9.256303 NA 9.772609 1.778251 8.747334 9.946749 10.095668 10.638012 10.159489 10.230055 11.084643 3.292826 3.058368 7.705610 10.832375 9.774225 5.462753 10.717835 10.726623 10.162577 12.386906 10.637568 10.537430 9.341588 9.899419 7.797449 10.324599 9.205718 7.725788 2.430339 4.100187 10.411074 8.861165 9.535050 7.180354 9.565225 5.199719 TCGA-CV-A45U 59 1 1079 NA head and neck stage iva t4 n2b m0 19-3-2015 male 1999 NA yes head and neck squamous cell carcinoma yes NA NA 2 white not hispanic or latino 260.34.0 1 4 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 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 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 4 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 7 0 0 5.411409e-06 2.393508e-06 9.4651380 -1.1814766 10.8860137 NA 9.5617307 10.9378447 9.1838083 15.6613471 7.9007286 8.2215915 6.9632371 8.4588245 NA 9.0413741 8.2656624 3.3421422 2.1405169 10.9737138 1.1405169 0.4035950 8.6048490 8.7727758 11.1642618 1.8185643 11.0888747 10.7130182 10.7103631 3.4624319 -0.1814766 2.7254794 NA 13.7928595 3.9885029 11.0368398 8.3884350 8.2448443 11.1925320 6.0182514 -1.1814766 1.4035404 12.0989152 8.5801304 -1.1814766 11.0602647 3.7727725 11.6200856 7.3263738 5.5999396 1.6259250 -1.1814766 1.4035404 2.5190134 1.6259250 15.2699178 15.8085719 12.6785994 10.6664198 12.4095172 NA 0.4035950 2.2780145 13.0268899 0.4035950 9.6064818 10.9555705 -0.1814766 17.3869252 9.8346912 4.5734654 6.9784508 1.4035404 11.5790914 4.6259367 9.9664202 7.4980593 6.9581304 10.7861659 9.9133168 13.3450786 11.1840816 10.8315530 NA 8.6339626 11.2945661 2.8185847 NA 10.9809707 9.5507468 7.6483022 7.4732154 NA 9.1359919 NA 10.7500556 7.1979578 12.9984107 9.5366583 8.5734669 3.7254685 4.1058289 12.6516671 7.2065963 9.9790812 5.9984889 9.6511689 9.3313198 3.6259367 7.6703284 9.1359919 11.5101048 8.0425809 10.9670560 -1.1814766 11.7359514 NA 2.7254794 0.2362800 -0.0249350 3.6569000 0.5265600 0.2231400 -0.2006200 0.8712900 1.5067000 -0.1582200 0.4711800 0.4711800 0.0279190 0.0279190 -0.0175290 -0.0519120 0.0080567 3.6569000 0.4663500 0.0013868 0.0000000 0.2928300 -0.0344950 0.1346500 -0.1595000 -0.1595000 1.7798000 0.8987100 0.8987100 0.0605080 -0.0345600 -0.0345600 0.4079400 0.2362800 -0.4737400 -0.0592350 -0.3058000 -0.3058000 -0.3058000 -0.3058000 -0.0581930 -0.0472600 -0.9292700 -0.2410700 -0.2429000 0.2654500 0.2061000 0.2231400 -0.6787500 -0.3315600 -0.6215000 -1.0385000 -0.0175290 -0.5975000 -0.5762500 0.0350410 -0.3547600 -0.3116700 -0.0576540 -0.0256780 0.0000000 0.2274600 0.2418700 -0.0301310 0.3286100 0.3286100 0.1346500 0.1346500 -0.1595000 -0.2592400 -0.1111600 0.3448600 -0.1057900 0.1828300 0.1828300 0.0831980 0.000 0.000 0.000 0.000 0.465 0.000 0.000 0.242 0.000 0.170 0.337 0.000 0.000 -0.159 -0.159 -0.115 -0.115 0.000 0.000 0.899 0.899 0.000 0.000 0.236 0.000 -0.306 0.476 0.000 -0.194 0.527 0.206 0.024 -0.199 0.871 0.000 -0.158 0.313 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.465 0.000 0.000 0.242 0.000 0.170 0.337 0.000 0.000 -0.159 -0.159 -0.115 -0.115 0.000 0.000 0.899 0.899 0.000 0.000 0.236 0.000 -0.306 0.476 0.000 -0.194 0.527 0.206 0.024 -0.199 0.871 0.000 -0.158 0.313 0.000 0.000 0.000 0.000 10.638359 3.725469 10.031732 5.688944 11.894727 10.617452 10.540960 11.596246 9.818579 9.565094 11.030468 11.965784 7.835388 11.062348 12.418376 10.339689 5.842056 13.345079 9.383681 11.184082 10.240644 10.123501 11.287712 12.695630 12.624525 12.946735 -1.181477 3.278014 9.223721 9.691254 11.255031 12.238540 11.270306 1.625925 11.482582 10.581377 14.466454 10.521618 7.560046 9.420350 8.687402 12.654630 9.464724 8.638758 10.259967 10.123501 2.140517 11.419886 9.406357 7.740420 12.098915 5.210895 10.297854 10.666420 5.342142 6.149497 4.103984 9.734459 NA 9.235377 10.893724 11.184082 10.831553 10.229031 11.294566 11.075967 3.772772 7.180523 9.004694 9.600759 6.342140 7.232207 10.750056 10.879275 8.573467 12.049050 10.274420 10.058774 8.312435 9.979081 8.752270 10.185994 10.374127 1.818564 5.033480 7.563413 10.186982 9.599939 9.782920 8.843719 9.872505 4.749314 TCGA-CV-A45V 87 1 32 NA head and neck stage iva t4 n0 m0 19-3-2015 female 1999 NA yes head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 265.34.0 3 6 NA NA 3 3 3 1 1 1 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 7 0 0 0 0 0 4 4 0 0 7 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 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 6 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 1 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.913836e-06 1.144721e-06 8.6434388 NA 10.0556025 3.5328281 9.4324839 9.9362631 8.6032142 16.3774032 7.7067516 7.7769508 3.9113369 7.8762327 NA 9.3076120 9.7373961 3.7344603 3.1177948 10.8182271 0.2108875 NA 10.7930388 5.1177865 10.9135024 NA 10.4136328 10.4688739 11.1759595 NA 3.5328281 3.8547537 NA 11.3801955 5.7500544 11.1799235 8.0342641 6.5772188 13.6812379 3.4588282 NA 1.2108875 12.8518195 8.9987994 -0.7891125 13.5148202 7.5337712 12.1683616 7.1237862 6.8475209 NA NA NA 2.6703192 0.7958500 15.6482570 16.4371300 12.2224735 10.6112426 12.3819172 0.7958500 NA 3.6032168 12.1479027 1.5328156 9.5989141 11.3574655 NA 19.3096717 10.5924398 2.2108875 6.5859360 1.2108875 11.5485187 6.0310753 10.4130206 3.5328281 2.6703192 11.0402231 9.8375185 12.8702137 11.1874609 11.9969622 NA 8.5728404 11.2742919 -0.7891125 -0.7891125 8.6703284 9.7986743 6.5237799 0.7958500 NA 5.5684487 NA 10.6667377 NA 13.7952721 9.8121754 11.0750829 3.5328281 3.8507094 13.6792663 2.9113273 9.9337044 12.3419499 10.0259518 10.6779928 1.7958500 9.9996152 8.1147788 11.6911821 8.5485187 11.0774030 NA 12.8645256 1.2108875 4.1650919 0.00208050 0.00499690 0.00097064 -0.00719580 -0.00124730 -0.00124730 0.40911000 0.40911000 -0.00387790 -0.00387790 -0.00387790 -0.00249380 -0.00249380 -0.00304750 -0.00304750 -0.00733080 -0.00733080 0.00108100 0.00138680 -0.00567570 -0.00557110 0.00332990 0.00166420 0.00430210 0.00430210 -0.00318590 0.00680440 0.00680440 0.03439700 0.00208050 0.00208050 0.00208050 -0.01752900 -0.53885000 0.00499690 0.00041593 0.00041593 0.00041593 0.00097064 -0.00429290 -0.00429290 -0.88140000 -0.00622860 -0.00719580 -0.00719580 -0.00719580 -0.00124730 0.40911000 0.40911000 -0.90768000 -0.00304750 -0.00304750 -0.00415460 -0.00415460 -0.00415460 0.00194180 0.00000000 -0.00762290 -0.00567570 -0.00567570 -0.00138580 -0.00138580 0.00332990 -0.00193990 -0.00193990 0.00166420 0.00166420 0.00430210 0.00430210 -0.00318590 -0.00318590 -0.00013862 0.02056200 0.02056200 0.02056200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.409 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.409 0.000 0.000 0.000 0.000 0.000 0.000 10.751509 NA 9.253582 7.210896 10.963696 11.464434 12.704127 12.228749 9.279675 10.383324 11.418521 9.757791 9.128269 10.562940 13.185491 10.688655 5.122830 12.870214 8.624525 11.187461 10.201001 9.648649 11.085110 12.612938 12.343397 9.245696 NA 1.532816 9.078176 9.662108 10.9264299 11.8650853 11.7589962 0.2108875 11.3590555 10.3089288 14.4671748 9.7027498 7.2607455 8.2580209 8.3298380 11.8301997 8.5486524 8.3631816 10.1401552 8.8163763 3.1177948 10.7640460 9.7967982 7.2877124 12.8518195 0.2108875 10.2990225 10.6112426 6.8033536 5.8256076 NA 10.1874610 NA 9.2566564 7.9251426 11.1874609 11.9969622 10.8168392 11.2742919 11.1802833 3.2983651 NA 8.0433757 8.9371148 7.3453227 3.8547537 10.6667377 11.1408949 11.0750829 12.1342243 10.6069664 10.7712296 8.8384306 9.9337044 6.5237799 10.7949197 9.8283642 2.3808126 NA 9.7731392 10.1739373 9.7577912 10.0222715 7.6579801 10.1548767 3.8547537 TCGA-CV-A45W 75 1 1398 NA head and neck stage ii t2 n0 m0 19-3-2015 male 1999 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 265.34.0 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 7 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 7 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 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 0 0 0 0 0 0 7 0 7 0 1 4 0 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 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 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 7 6 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 7 0 0 1.404552e-05 3.810369e-06 9.3801528 3.0064596 11.0579737 3.3060143 9.4275448 10.4217053 8.7385534 15.6588479 8.0708830 7.3228196 4.3504053 8.7068907 NA 9.6503072 8.8739673 3.2128961 10.9114909 11.4458824 0.3060289 1.6279336 8.4014082 5.2129000 11.2433851 NA 10.5432213 10.2352697 9.9660072 2.3059997 0.3060289 3.2128961 3.6279336 12.2667373 5.5914131 11.0172481 9.1229949 7.5300130 10.1901819 4.8606003 3.2128961 0.3060289 10.0202569 9.1825282 3.6279336 11.3527943 7.4580932 11.9430890 6.2129020 6.3283787 -0.6940878 2.3059997 1.3060289 3.8909719 0.3060289 14.5561595 15.2946607 12.7707460 10.1863602 12.6397258 0.3060289 4.4759344 3.8295756 11.8637143 2.4759409 8.4275450 11.9040638 2.8333354 15.9628830 11.7946046 4.1133671 6.9925124 3.1133671 11.6843062 4.6635610 10.7530945 8.1886546 5.5154633 11.8502513 10.3346081 13.5490931 10.5275984 10.6239892 0.8909525 8.8177639 10.5209375 -0.6940878 NA 9.7175224 9.0922809 6.4145364 4.8606003 1.3060289 8.1101424 NA 9.9198008 3.0064596 12.5426235 9.0787713 9.9198008 4.2602064 3.7038095 13.0261487 5.2832921 9.8625174 8.6897157 9.0411951 10.4106100 1.8909914 9.9784366 8.0373306 11.4859204 8.9151901 11.1882723 NA 11.2743181 3.0064596 5.3934745 0.1211600 0.0652260 0.9178400 0.0069435 0.0000000 0.0000000 0.0119580 0.0119580 1.1080000 0.1826800 0.1826800 0.0567980 0.0567980 0.0567980 -0.0194110 0.0795910 0.5313400 0.4375000 0.0223040 0.3792400 -0.1006600 -0.0351760 0.4918200 0.2071700 0.2071700 -0.0554990 -0.0387140 -0.0387140 0.0156090 -0.0793430 -0.1848400 0.5072400 0.1611500 -0.2189800 -0.3970800 -0.2258800 -0.2258800 -0.2258800 0.1835900 -0.1855900 -0.2135400 -0.2135400 -0.2135400 -0.3022000 -0.3022000 -0.3052900 0.0000000 0.0119580 0.3861800 -0.4915200 0.0567980 0.0567980 -0.3537300 -0.3537300 -0.3537300 0.0795910 -0.2320200 -0.0952240 -0.2265900 -0.1986200 -0.0480720 0.1512900 -0.0351760 -0.2224400 -0.2224400 -0.1580900 0.4815800 -0.1508000 -0.1508000 -0.0554990 -0.0554990 -0.1326400 -0.1402600 -0.1629400 -0.0128300 -0.354 -0.354 0.000 0.000 0.415 0.000 -0.199 0.000 0.000 0.106 -0.116 0.334 0.492 0.207 0.207 0.000 0.000 0.000 0.141 0.000 0.000 -0.133 0.207 0.000 0.000 -0.226 0.283 0.116 0.088 0.000 -0.302 0.000 0.000 0.000 0.000 -0.456 -0.274 0.000 0.000 0.000 0.000 -0.354 -0.354 0.000 0.000 0.415 0.000 -0.199 0.000 0.000 0.106 -0.116 0.334 0.492 0.207 0.207 0.000 0.000 0.000 0.141 0.000 0.000 -0.133 0.207 0.000 0.000 -0.226 0.283 0.116 0.088 0.000 -0.302 0.000 0.000 0.000 0.000 -0.456 -0.274 0.000 0.000 0.000 0.000 10.9326330 1.6279336 10.1660973 8.4404377 10.0914638 9.7026054 10.5263897 11.6840352 10.5479945 10.0971742 12.7510262 11.1569795 8.4734294 10.7206966 11.4278685 11.1161813 4.8864575 13.5490931 9.5118046 10.5275984 10.6149191 10.3193340 10.9182854 13.2391552 12.6957771 13.1241940 0.3060289 4.4352952 9.4249523 11.1000210 10.5093594 13.6559836 10.3774737 2.3059997 11.1701975 10.1554165 14.3347760 9.8557960 8.3801528 8.9040638 8.7468804 12.2786322 9.2645641 8.2218906 10.6075075 9.6177596 10.9114909 11.1589309 11.2474258 11.8471079 10.0202569 4.2602064 10.7928463 10.1863602 5.7322773 10.2419130 5.7978638 9.3721004 2.4759409 9.1467894 9.3017785 10.5275984 10.6239892 9.9525700 10.5209375 11.4589299 4.5154665 0.8909525 9.0116438 10.4468411 11.4771881 5.0064506 9.9198008 10.9073179 9.9198008 12.1926605 10.4995367 10.6756087 9.2674611 9.8625174 8.9096378 10.4828078 9.7122162 6.7154020 4.8587569 7.7406396 10.1007115 9.4314249 9.4983041 7.8758667 9.6211608 6.1515017 TCGA-CV-A45X 47 1 198 NA head and neck stage iva t2 n2b m0 19-3-2015 male 2000 NA yes head and neck squamous cell carcinoma yes NA NA 4 white not hispanic or latino 265.34.0 1 3 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 2.336284e-06 1.084703e-06 8.4512111 NA 10.6428427 -0.8318715 9.2948273 9.8702955 8.8245477 15.0469400 7.6397980 8.4512111 4.8685633 7.6838228 NA 9.2779534 9.6509307 5.8405488 1.4900566 10.7694293 0.1681285 3.8119744 7.6069145 7.0323092 11.4650390 4.8119796 10.5278723 10.1751501 10.9133769 2.8685682 3.2957524 2.6275601 -0.8318715 11.5303406 3.8119744 11.2542590 10.7888008 5.4349084 13.6054197 2.6275601 NA 3.4160560 13.0370418 9.2328655 -0.8318715 11.9404373 9.9576890 11.9344446 7.6316471 6.0010118 NA 1.1681285 NA 3.4900566 2.7530910 13.6021626 14.2282622 12.1987899 9.8065586 11.8119789 1.4900566 -0.8318715 2.6275601 13.1538758 0.1681285 8.5124185 10.9839063 1.4900566 17.8805557 9.7313190 6.2766474 6.3872919 NA 12.0521024 7.2502719 10.5970063 6.2449384 2.8685682 10.9942739 9.1582267 11.7260650 10.7740652 12.0934917 6.0507651 8.9641624 10.4770306 3.8119744 0.1681285 9.1468331 7.8334588 5.5775134 NA 3.2555914 5.4160493 NA 10.3044731 4.3380464 14.5917640 10.3801935 11.3742214 1.4900566 1.6638000 12.8186136 4.8960441 9.0033835 11.6030116 10.2236086 9.4719036 1.7530910 10.2395852 8.4207881 10.8267805 8.2661550 12.3081536 NA 12.4800129 -0.8318715 5.4719028 0.1096000 0.1096000 0.2454400 0.2355000 -0.0176660 -0.0176660 0.7256500 -0.0168410 0.8589800 0.2331800 0.7294300 -0.5542700 -0.0041546 -0.1798000 -0.0473950 -0.0066432 3.6569000 -0.0081624 0.4933800 0.4532700 0.4532700 0.8026700 -0.0031859 -0.0513160 -0.0513160 0.0139110 0.1789000 0.1789000 0.3547900 0.2993100 0.2993100 0.4576800 0.1096000 0.1096000 0.1096000 -0.2742400 -0.2621500 -0.2621500 -0.2926000 -0.2634800 0.2388500 0.2388500 0.2388500 0.2668700 -0.2699700 -0.2699700 -0.0176660 -0.0168410 -0.0168410 -0.2717600 -0.7794800 -0.1798000 -0.3008400 0.9698700 -0.0016629 -0.0066432 -0.0180620 -0.0074720 0.4821700 0.4633500 -0.0134020 0.0000000 0.0241270 0.0834870 0.0834870 -0.0031859 -0.0110600 -0.2617900 -0.2617900 0.0139110 0.0139110 -0.0084385 -0.2156500 -0.2156500 0.3403700 -0.264 0.000 0.000 0.000 0.000 0.000 0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.210 0.000 0.000 0.299 0.299 0.179 0.179 0.000 0.000 0.110 0.110 -0.262 -0.068 -0.025 0.239 0.236 -0.034 0.000 0.000 1.412 0.000 0.009 0.281 0.000 0.000 0.125 0.340 -0.264 0.000 0.000 0.000 0.000 0.000 0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.210 0.000 0.000 0.299 0.299 0.179 0.179 0.000 0.000 0.110 0.110 -0.262 -0.068 -0.025 0.239 0.236 -0.034 0.000 0.000 1.412 0.000 0.009 0.281 0.000 0.000 0.125 0.340 10.3057543 0.1681285 8.8995605 3.7530803 11.1328246 12.4112863 11.6830833 12.0834420 7.8616099 10.0825079 11.2769739 10.9184111 7.9914901 10.5371748 12.3624179 10.6714516 6.2181883 11.7260650 7.4065273 10.7740652 10.6152060 9.8281187 11.3339436 12.7036570 12.2970837 8.8245477 0.1681285 1.7530910 9.4243315 10.9855062 9.8720264 11.8049739 10.7601126 1.4900566 11.8292328 10.6423357 14.5033676 9.3380477 5.6438562 8.3945351 9.4313919 12.0566758 8.6986265 7.9062148 10.8489218 8.9280111 1.4900566 10.6946220 8.5561401 5.7379787 13.0370418 3.8685584 10.6659746 9.8065586 6.2342120 5.9230113 2.6275601 10.2476075 NA 10.2635198 7.5256751 10.7740652 12.0934917 11.6872675 10.4770306 11.6754219 2.7530910 NA 8.0375008 9.5190620 5.6275543 2.1681285 10.3044731 11.3869887 11.3742214 12.1772516 10.6357283 10.0538191 8.3480319 9.0033835 6.8263337 10.5615133 9.6479030 0.7530910 -0.8318715 6.0507651 9.2563146 10.4667581 10.1981001 7.5124189 9.3860804 4.0261007 TCGA-CV-A45Y 61 1 2703 NA head and neck stage iva t4a n0 m0 19-3-2015 male 2000 NA yes head and neck squamous cell carcinoma yes 39 1960 0 american indian or alaska native hispanic or latino 265.34.0 3 1 NA NA 2 3 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.185377e-06 7.97836e-07 10.8369237 NA 10.9388922 1.9481897 8.9863156 10.3642240 8.8856595 16.1701775 6.3887527 8.7106811 6.4627542 8.4005687 -0.8590905 8.8755353 9.6216158 6.9090098 5.1852204 10.3756430 NA NA 10.9733200 11.1446948 10.8948779 NA 10.2102754 10.2447690 10.5613122 NA NA 2.8412687 2.3107473 13.2933481 5.2493505 11.5128744 7.8026036 7.7068793 11.6828901 5.0477172 1.4627329 1.7257848 12.5019469 8.9090098 2.7257848 11.3587833 9.0789055 11.6768299 7.7481559 8.0386710 NA NA -0.8590905 1.4627329 0.7257848 15.5376143 15.8849492 12.3200240 9.9980290 11.9133463 NA NA 3.1408277 13.9482308 3.3107473 8.6063919 11.3774378 1.4627329 17.5039679 11.8578593 NA 6.6954148 4.2282877 12.3281776 3.4627591 10.5676145 6.6002579 5.4446074 10.9542059 10.8948779 12.0017146 10.9764812 10.9168473 0.1407787 8.7555352 10.7365492 NA NA 8.9156126 9.8194257 5.9863154 4.9221836 1.1408441 6.9800299 0.1407787 10.9878829 4.3887544 12.8219541 10.0470246 9.7855831 NA 4.2762808 13.1380932 6.8061616 9.8396170 10.5082403 11.1055526 11.0454602 0.1407787 9.2401733 9.1534502 11.0291883 8.1464500 12.3243058 0.1407787 10.2636536 1.9481897 3.8412687 0.0457080 0.0372510 0.4809600 0.0000000 -0.0232920 -0.0232920 -0.0014347 -0.0014347 -0.0934030 -0.0934030 0.4083300 -0.2070900 -0.2070900 -0.1509500 0.0167050 -0.1275900 -0.1275900 0.0613650 1.7012000 -0.1816900 -0.1816900 0.0284260 -0.0078863 -0.0955160 -0.0974130 0.0073609 0.4585400 0.0703860 0.0105640 0.0026357 -0.0004553 -0.0004553 0.0457080 0.0457080 0.0372510 -0.2191100 -0.0984180 -0.0984180 -0.0984180 -0.0314790 -0.0055375 -0.0055375 -0.0055375 0.0000000 0.0000000 0.0000000 -0.0232920 -0.0014347 -0.0014347 -0.0934030 -0.2117400 -0.1509500 0.0232860 0.0317180 0.0317180 -0.1275900 -0.1275900 -0.0134000 -0.2087600 -0.1816900 0.0327040 0.0327040 0.0351000 0.0186630 0.0186630 -0.0078863 -0.0078863 -0.1354000 -0.1354000 0.0073609 0.0406090 0.0370760 0.0105640 0.0105640 0.0105640 0.000 0.000 -0.128 -0.128 0.000 0.000 -0.182 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.162 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.408 -0.151 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 0.000 0.000 -0.182 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.162 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.408 -0.151 0.000 0.000 0.000 11.1811153 NA 9.7752646 6.9863154 10.6099585 9.6496007 9.3804241 12.1011896 10.8277637 10.3287961 10.4011571 11.0961122 8.1464500 10.5822136 11.4411781 12.1944121 5.0701446 12.0017146 8.8429983 10.9764812 10.2842087 9.9808166 11.4308444 13.0156878 12.5708860 9.9048678 -0.8590905 2.1408114 9.1947514 9.2893022 10.4285379 12.0770954 11.0314698 2.1408114 11.0204088 10.5899742 14.1850425 9.8864998 7.7628776 9.1394160 8.6761009 12.5083768 8.6222012 8.5628903 10.0522175 9.2803769 5.1852204 10.1520528 8.9040379 10.5749324 12.5019469 4.5670891 10.1266674 9.9980290 6.2803773 9.0081042 NA 9.5395693 1.1408441 8.5071477 10.0514682 10.9764812 10.9168473 10.1666572 10.7365492 10.2473885 NA 2.3107473 8.5754538 9.9625995 10.2296138 5.4262278 10.9878829 10.9193134 9.7855831 12.5293810 10.4633170 10.2408308 9.3306500 9.8396170 8.8806063 10.0559579 10.1130873 4.6002579 -0.8590905 6.6954148 10.7520994 8.8325692 9.0507185 7.8890184 10.6074119 4.8412637 TCGA-CV-A45Z 75 1 1466 NA head and neck stage ii t1 n0 m0 19-3-2015 male 2000 NA yes head and neck squamous cell carcinoma yes 40 1940 0 white not hispanic or latino 265.34.0 3 2 NA NA 2 2 1 3 5 2 1 0 0 0 0 0 0 0 0 0 7 0 4 0 0 4 0 7 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 1 0 4 0 0 0 4 0 7 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 6 1 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 6 0 0 1 0 0 0 0 0 0 7 4 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 5 0 6 1.654868e-05 4.895072e-06 8.70832003 3.03922615 10.83326021 2.12167856 9.55816908 10.61265106 8.39677858 16.00144222 8.26237678 7.99068263 4.73312110 8.40297494 NA 10.96473745 9.10404856 4.30931445 10.72284057 10.17757377 -0.04826302 2.27369491 8.30049213 6.30931627 10.69659768 -1.04811385 10.81711045 10.24293447 10.72984095 4.59561704 1.95177427 2.75911321 -0.04826302 13.20929899 7.54047835 11.10436556 9.13539917 6.27369118 10.89281145 2.85865741 -0.04826302 1.95177427 11.97378478 8.73476211 2.53672434 11.98776567 8.87098482 11.23889903 6.37802775 5.94044868 NA NA -1.04811385 -0.04826302 -0.04826302 15.64162478 15.54423370 12.41524733 10.21503301 12.42254978 1.95177427 1.75911321 2.75911321 13.16342401 2.53672434 9.28156009 11.87341881 1.95177427 18.25277765 11.08715246 0.95173698 6.82828122 3.19968805 11.89830462 4.16121857 10.74414747 7.23716597 5.65220252 10.57701607 9.83440689 13.94470215 12.00229272 11.18178425 2.12167856 8.66257012 10.23774391 -1.04811385 NA 9.28603719 8.80507347 5.32680337 3.27369491 1.75911321 4.80974370 NA 10.10278042 5.16121857 12.80780022 8.84219538 10.79214834 2.75911321 3.23049509 13.02933063 6.19969197 10.74617964 7.52919236 9.85356594 9.01515883 2.12167856 10.08554828 7.69995689 11.66557988 8.26917625 11.69196619 3.27369491 10.41733018 1.53674921 5.80974370 0.1352900 0.1547200 0.5936800 0.4158000 -0.0364010 -0.0364010 0.1362800 0.1362800 0.3456700 0.3456700 0.3456700 -0.0726750 -0.0726750 -0.0726750 0.3301100 0.0702160 0.0702160 0.1767900 0.1767900 -0.0784110 -0.0784110 -0.0728080 0.0033299 0.1532300 0.1532300 0.2527300 0.1272400 0.1566600 -0.0018014 -0.0398010 -0.0604170 -0.0604170 0.1547200 0.1547200 -0.0476660 -0.3201900 -0.3201900 -0.3201900 -0.3201900 -0.0624950 -0.0624950 -0.0624950 -0.0624950 -0.2288300 -0.2288300 -0.2288300 -0.0364010 0.1362800 0.1362800 -0.6217900 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12.566704 0.951737 3.652200 9.826745 10.796470 10.6387020 11.8689494 10.3648628 0.9517370 10.7380335 10.7767225 14.5847542 9.3978132 9.7534722 9.1672967 8.5479537 12.7623354 9.5744289 9.1853834 10.3869132 9.5073116 10.7228406 10.5815758 9.9030485 7.4792411 11.9737848 2.6522111 9.8213577 10.2150330 5.8825012 6.3863919 4.3780260 9.5765594 0.5367492 8.9810509 9.1996912 12.0022927 11.1817842 10.0842635 10.2377439 10.9411583 4.8586524 NA 8.4152880 9.6625703 6.1996920 3.8097437 10.1027804 11.6079652 10.7921483 12.6050568 10.9139369 11.1198091 8.8252078 10.7461796 7.7363985 10.0989687 10.0279114 NA 4.1216868 8.5216193 9.8552315 9.4254696 8.8252078 6.5590941 10.1907656 5.8221285 TCGA-CV-A460 72 1 1838 NA head and neck stage ii t1 n2 m0 19-3-2015 male 2001 NA yes head and neck squamous cell carcinoma yes 51 1946 4 white not hispanic or latino 265.34.0 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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11.149842 11.130440 12.573517 12.473509 9.929313 10.577566 10.612265 10.466165 8.757213 11.164991 9.971423 10.898939 4.714817 12.859290 9.337817 11.339453 9.824958 10.467163 10.602306 12.755202 12.126974 10.196325 -1.030619 2.428732 8.933652 10.578951 11.158209 11.770009 13.443714 1.776651 11.649011 10.366451 14.442691 8.233753 9.389271 9.040773 9.458155 12.433984 8.821591 9.062068 10.069973 8.786294 9.358404 9.977739 9.394527 9.608651 11.974409 1.969307 10.024593 10.035400 6.198129 8.313607 NA 9.872439 -1.030619 9.357328 10.784294 11.339453 11.654498 11.350854 11.045124 10.592278 NA NA 7.957995 11.269091 10.087603 4.827291 9.448080 11.406022 11.017116 12.525458 10.988206 10.251820 10.830398 10.458657 6.833497 10.801014 9.830398 4.056774 NA 10.435897 10.822570 9.766162 8.995834 8.141738 10.533937 6.523899 TCGA-CV-A461 65 1 2064 NA head and neck NA NA NA NA 19-3-2015 male 2004 NA yes head and neck squamous cell carcinoma yes NA 1954 0 white not hispanic or latino 273.36.0 2 2 NA NA 2 2 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8.4683548 9.9900817 12.1331837 10.1616381 4.9256909 13.6366235 9.6043236 10.4001154 10.5395475 10.3987879 12.0995341 12.5120044 13.0269233 11.6010568 0.7285736 2.9765103 9.6150329 10.0076045 10.4342067 11.7324436 11.2098692 0.3135941 10.8442683 10.6979608 13.5065467 10.0589311 7.9109689 9.9349782 9.0448558 12.6872176 8.3017861 9.3670102 10.5939209 9.9941894 10.9528775 10.4913716 9.3041135 8.2773962 11.6133172 1.7285736 10.1818450 10.5483543 6.3796262 7.4734078 6.0684236 8.5662021 1.3135361 8.1422020 8.6459466 10.4001154 10.5579007 9.6600506 9.8783215 10.9968239 -0.2714264 NA 7.7946634 10.3182254 9.2393386 4.6827699 10.4423904 10.5302826 10.0566882 12.0587910 10.7425948 10.9245616 9.1642445 9.3305400 8.2103738 9.9361987 9.6461180 4.6593138 1.8985180 6.2204267 10.5550791 8.3760329 9.3405213 7.2083544 10.1823593 6.7285750 TCGA-CV-A463 82 1 23 NA head and neck stage iva t4a n0 m0 19-3-2015 female 2007 NA yes head and neck squamous cell carcinoma yes NA NA 0 white hispanic or latino 273.36.0 3 6 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 4 7 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 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 4 0 0 4.922885e-06 1.835652e-06 6.5310555 NA 10.4773805 -0.8439918 9.1517832 10.1382968 8.9857389 16.1645430 7.2112984 7.7962609 7.2487730 7.6558620 NA 9.1361557 10.0808287 3.2434863 2.8564479 11.2434790 NA NA 8.2328320 1.1560082 10.6128839 4.9109053 10.3806208 9.8607844 10.7935467 NA NA 2.7409707 NA 13.7141977 5.5989606 10.7881025 7.8177940 4.5135665 12.2611062 NA NA 3.1560082 11.7449650 9.4134041 0.7409707 13.7075442 9.0386592 12.2398279 6.3848355 6.0867540 0.7409707 -0.8439918 NA 2.3259332 1.1560082 15.1464304 15.3411186 12.5662025 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11.129714 12.198873 7.897483 9.976993 10.645864 11.573341 9.107301 10.578081 12.445171 10.645362 5.639993 12.379867 9.861649 12.310360 10.579657 10.214008 11.400975 12.834247 13.043713 5.598961 1.156008 3.156008 9.744731 9.993644 12.1590069 11.4189919 11.2007518 -0.8439918 11.2401602 10.2645407 15.4455987 10.1021913 6.1218008 9.5896015 8.4891716 12.6954173 8.4204588 8.3133629 10.0178785 8.6357965 2.8564479 11.4790709 10.1672434 7.3158877 11.7449650 5.0629074 10.5217918 10.7043565 6.9042095 5.3848338 NA 10.7009806 NA 9.8736926 8.0202021 12.3103596 11.8869108 10.8043737 11.4529324 11.0225223 3.3259476 NA 8.7908271 10.2553639 7.4597972 2.1560082 10.6508717 11.5875137 11.8000977 12.3040160 10.4886122 10.7665797 7.0926546 10.0164746 6.0748800 10.6810475 9.2942881 NA NA 0.1560082 8.5436026 9.6347858 10.1036532 7.1332964 9.9381954 4.0629074 TCGA-CV-A464 48 0 NA 1722 head and neck stage iii t3 n0 m0 19-3-2015 male 2008 NA yes head and neck squamous cell carcinoma yes 21 1978 0 white not 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iii t3 n0 m0 19-3-2015 male 2008 NA yes head and neck squamous cell carcinoma yes NA NA 0 white hispanic or latino 273.36.0 1 3 NA NA 3 1 2 1 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 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 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 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 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 4 0 0 8.065744e-07 2.503162e-07 6.55248159 4.82604505 10.25596720 0.62965970 8.91813127 10.05591443 9.29023984 15.61700254 7.49177054 8.19950549 5.87757740 7.53654019 0.04474382 8.69394339 9.52143339 3.29261980 10.79455664 11.49667096 -0.95539605 NA 4.90266694 4.87757740 10.56284857 4.71711157 11.17782943 10.44982866 10.75936201 0.04474382 NA 4.56825105 3.62964804 14.11363337 3.95157847 10.60167219 8.78783858 5.64460043 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2.2146222 7.9415946 9.8995556 10.0347911 7.4793155 9.8972167 4.6885441 TCGA-CV-A468 42 1 464 NA head and neck stage iva t4a n2a m0 19-3-2015 male 2001 NA yes head and neck squamous cell carcinoma yes 25 1977 2 NA hispanic or latino 273.36.0 3 1 NA NA 1 1 3 1 5 1 4 0 0 0 0 0 0 4 0 0 0 0 1 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 7 0 0 0 0 0 0 0 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 1 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 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 5 0 4 0 0 0 0 0 7 4 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.370197e-05 6.937704e-06 9.8386104 NA 10.3782671 5.5489144 9.0913150 10.3333197 8.7132353 16.5869867 7.1170020 8.3442355 6.2415885 8.3296627 2.9299992 9.3502643 9.6705068 7.5447133 11.2919470 12.2116022 NA NA 11.2850397 6.6925039 10.7113630 NA 10.2749332 10.0963458 10.7520050 1.4445611 NA 4.0295412 -0.8772610 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9.7793494 -1.1923154 NA 1.1297446 10.5840949 8.9764779 9.0769326 7.4695840 9.0366245 4.6151632 TCGA-CV-A6JE 78 0 NA 1075 head and neck NA NA NA NA 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes NA 1949 0 white not hispanic or latino 318.33.0 2 3 NA NA 3 3 1 2 2 3 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 4 0 0 0 0 7 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 4 0 0 3.170672e-06 9.456389e-07 7.6301040 NA 9.6908700 1.6852674 8.4267126 10.1173697 8.9369647 16.4313504 6.3745440 9.8114336 10.8581730 8.8711121 NA 8.0809939 8.9761858 4.4926031 12.2338748 10.7159126 2.1706622 NA 8.9539045 4.3633183 9.6807300 5.7208694 9.9179062 9.4454664 9.4887309 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0.000 0.470 0.000 0.000 -0.380 -0.248 0.000 0.000 1.216 -0.359 0.363 0.000 0.000 0.000 0.815 0.815 0.000 0.000 0.000 0.000 9.776945 NA 8.845742 6.781170 11.818645 9.010776 9.131502 10.924605 9.316059 8.783278 11.822237 10.532616 7.144677 9.802109 9.316059 8.985369 4.302070 9.553142 7.933173 9.900536 10.315331 9.344885 10.479011 15.325701 12.474779 2.170662 NA 5.755635 8.515602 9.025096 8.9102119 11.2907250 11.1910571 NA 9.8651545 10.7615266 13.7959859 9.2505379 6.9179067 8.4874385 7.7895819 12.1640151 8.0878314 9.2321400 10.5338685 9.1064687 12.2338748 9.9899390 7.5921363 7.2762063 9.9963126 1.6852674 9.9917629 13.0087507 6.5130643 5.5332425 -0.6366607 9.9567085 NA 7.4131659 8.1512200 9.9005358 9.3420278 10.6556390 9.2851583 10.4097593 NA NA 6.7979455 9.7230670 5.1182060 1.6852674 10.7323694 10.0044660 8.5282244 13.2624855 9.8481403 8.6464057 7.7853818 9.5357449 8.7684589 11.6118380 8.4185998 3.0637618 2.1706622 2.6852450 10.6607553 8.6829897 8.9388565 7.5382433 8.8966472 2.6852450 TCGA-CV-A6JM 85 1 194 NA head and neck NA NA NA NA 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 318.33.0 1 4 NA NA 3 3 1 2 2 2 0 0 0 0 0 0 0 5 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 4 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 1 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 5.701647e-06 2.920356e-06 6.476169 NA 9.187750 NA 7.226494 9.816986 9.015689 13.857461 7.573467 8.627334 9.746873 8.691354 NA 7.754961 7.861547 2.049910 11.089738 12.150567 2.049910 NA 7.226494 6.741066 10.054594 NA 9.623552 8.996324 9.213135 NA 1.786889 2.049910 NA 10.432889 2.272292 7.151443 5.731729 5.049905 9.928467 2.634872 NA 1.049910 9.502489 7.049905 NA 11.359002 7.184810 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3.734720 9.900613 7.395680 9.543093 10.540422 8.027185 8.932548 14.803215 11.970258 7.304146 NA 4.219827 8.544427 8.555055 10.5181895 10.8980062 9.2593582 NA 9.5024893 12.7359677 13.0562286 9.4493608 5.5524047 7.3897552 7.0722730 10.5530681 6.7088783 8.3506387 10.7727124 10.6725669 11.0897379 10.6627734 8.5942253 5.8399823 9.5024893 5.7128709 9.9223233 12.9942509 7.1087983 4.1653814 NA 9.1566858 1.7868891 6.6146892 6.2593591 9.5430931 10.1962614 10.0805720 8.6841111 9.9766950 NA -0.5351227 5.7868708 9.3057202 5.9727363 1.7868891 9.9294882 9.4364859 7.9687682 12.8666219 11.0021608 8.3506387 6.2851211 9.0611322 8.5011159 11.4928484 6.6044939 -0.5351227 NA NA 9.1391169 8.1302781 9.6901499 7.0271850 8.0423713 2.9243660 TCGA-CV-A6JN 53 0 NA 906 head and neck NA NA NA NA 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 54 1975 1 white not hispanic or latino 318.33.0 1 3 NA NA 3 1 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9003637 6.1154765 11.6444572 4.5025025 2.2224027 12.6159361 10.1522848 10.6677030 9.5786872 10.1128738 NA 8.6677030 10.0407463 0.4150014 NA 6.8988529 7.6486574 5.8244293 NA -0.5848904 6.1154765 NA 8.4290581 NA 13.1935254 8.4319292 8.7096584 4.1154744 3.1121496 12.9172477 3.8073549 8.8538295 7.2352168 10.4279274 9.0927571 0.4150014 7.3219281 9.1996723 10.5571446 9.3022580 12.1695075 NA 10.3391076 NA 2.7369728 -0.07667800 -0.10184000 0.02468900 -0.00429290 0.00569190 0.00569190 0.01000600 0.01000600 -0.01312700 1.10050000 1.09060000 0.55815000 0.00176030 0.00176030 -0.00553750 0.00875280 3.35690000 0.00235810 0.00235810 0.00374650 0.00374650 0.00041513 0.04712600 0.01209700 -0.57457000 -0.29319000 0.56025000 0.56025000 -0.00899060 -0.03463100 -0.03463100 -0.18672000 -0.07667800 -0.10184000 -0.10539000 -0.57328000 -0.57328000 -0.00401620 -0.57950000 0.00141710 -0.00277070 -0.00983630 -0.00650500 -1.18760000 -0.60041000 0.12285000 0.00569190 0.01000600 0.00422960 -0.02466100 0.00176030 0.00763920 -0.00097017 -0.00097017 -0.00547600 0.00875280 -0.58098000 -0.02493500 -0.57555000 -0.57555000 0.00972760 0.01656500 0.00666530 -0.62293000 -0.00277070 0.04712600 0.04712600 -0.56952000 0.01237600 -0.29319000 -0.31528000 -0.32588000 -1.29290000 -0.00899060 -0.00899060 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 -0.308 0.000 0.000 0.560 0.560 -0.326 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.091 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 -0.308 0.000 0.000 0.560 0.560 -0.326 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.091 0.000 0.000 0.000 0.000 9.5287797 NA 7.8392876 6.6147098 10.6450579 8.4621615 8.2320213 11.7313190 6.9541963 9.5999128 11.5001780 10.3553511 7.6196089 9.5874649 11.9166259 9.7747871 4.3858935 10.6677030 8.3980309 9.5786872 9.9058883 8.2094534 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0.000 0.070 0.184 0.000 0.000 0.000 0.000 11.102842 NA 9.862955 8.031926 11.316262 12.622749 12.138321 12.058674 9.040209 10.363788 10.719743 11.589869 9.317399 10.544975 11.742130 10.483026 5.061634 13.093877 10.032617 11.402588 10.546429 10.285235 11.200148 12.878629 12.469544 10.188559 1.006765 3.399103 9.729593 10.192900 10.6470307 12.0585045 12.1122033 3.4662225 11.3530225 10.5656848 14.0235066 9.9522296 8.1941378 8.1100735 9.1321992 11.8007954 8.4756135 8.5264222 10.0882692 9.1653955 9.3139866 11.1244289 8.8771504 8.6397810 10.8313468 4.2921854 10.3582772 10.6787690 5.7210308 8.3796509 2.7072155 9.9718486 1.0067648 9.3444078 9.5690283 11.4025877 12.0920923 11.0117085 11.1666571 11.1597044 4.5303455 1.5917273 8.2211047 11.8593153 7.0457051 5.0291525 11.2553064 11.5327959 10.6397810 12.2972367 10.2582682 10.2933436 9.8955291 10.3654479 7.3861643 10.3253286 10.5936256 5.8141402 0.5917751 4.3287144 9.9142473 10.1048178 10.1854506 7.5459444 10.7795127 6.4986386 TCGA-CV-A6K1 65 0 NA 685 head and neck stage iva t4a n0 m0 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 43 1968 0 white not hispanic or latino 318.33.0 1 3 NA NA 3 3 1 3 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 4 1 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 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 4 4 0 0 0 0 0 0 0 0 0 0 4 1 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 6 0 0 0 0 0 0 0 0 0 0 6 0 5 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 6 6 0 0 0 0 0 0 5 0 0 1.001265e-05 3.754743e-06 6.3810584 NA 9.4565191 NA 8.2536797 10.0775856 7.4504805 16.6446008 5.5350918 9.6876661 8.2481202 8.4577240 NA 9.0338282 9.7675590 2.5532376 2.5532376 10.7987925 NA 0.2313095 6.9928624 4.4012345 9.7171411 2.6907523 10.1847806 9.9169365 10.5839070 NA -0.7685676 0.8163130 5.0126715 12.0220675 5.7231653 8.4934068 7.4886998 6.2865947 11.4682228 3.9317492 NA 2.6907523 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1 317 NA head and neck stage iva t4 n0 m0 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 14 1950 0 white not hispanic or latino 318.33.0 3 6 NA NA 3 3 1 2 2 3 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 7 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 0 0 0 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 7 0 0 0 0 0 0 0 4 0 0 7 0 0 7 7 0 0 0 4 0 0 0 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 4 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 7 7 0 0 7 4 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 1.952964e-05 7.700851e-06 9.9640770 -0.7577939 10.2385969 1.5640367 9.4257587 9.8614263 8.8195523 16.7576769 7.3454115 7.4269985 5.4120498 8.3688277 NA 10.0631000 9.3109015 4.4515738 3.2421299 10.7523930 -0.7577939 -0.7577939 9.1384559 5.3506493 10.9003348 4.2421223 10.7656853 10.4882701 11.0185564 0.8270873 2.8270873 2.4120498 -0.7577939 12.7665426 3.2421299 11.1602412 7.2308082 6.4417955 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-1.4641e-02 1.3509e-01 -4.3010e-03 1.1093e-03 1.1093e-03 1.4805e-01 2.7728e-04 2.7728e-04 0.0000e+00 -1.4916e-02 -1.4916e-02 -1.4916e-02 -4.9047e-01 -6.7187e-01 5.0108e-02 5.5971e-05 5.5971e-05 -3.3047e-03 -3.3047e-03 -1.3771e-02 8.3195e-04 8.3195e-04 8.3195e-04 6.9327e-04 6.9327e-04 6.9327e-04 -4.3059e-02 1.0982e-02 1.0982e-02 8.3195e-04 -7.6089e-01 2.0805e-03 -4.0226e-02 -2.9857e-02 -2.8491e-02 -1.5753e-02 -1.3858e-03 -1.9452e-02 -1.4641e-02 -1.4641e-02 2.0203e-02 2.0203e-02 1.3509e-01 -2.2881e-02 -2.1098e-02 -4.3010e-03 3.4687e-03 1.1093e-03 1.1093e-03 1.4805e-01 3.1675e-01 -2.1862e-02 0.0000e+00 0.0000e+00 0.0000e+00 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.148 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.148 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.3095578 NA 9.2568274 7.9460266 11.8853031 10.4454591 11.3710843 11.9509917 8.5275255 9.9329944 10.2014008 11.9600139 9.0234830 11.0934820 10.6615569 11.2438834 5.3579461 12.3550515 8.2755463 10.2115098 10.0283930 10.2143852 10.7754531 13.1639866 12.6814348 8.7793418 0.8270873 2.8270873 9.5112500 10.0829012 11.8273206 11.9118942 11.8531481 1.5640367 11.5828080 11.2919719 15.2278973 9.5786299 7.1904904 8.8949684 8.5752787 12.5643332 9.2175414 8.1758140 10.2885653 8.8859794 3.2421299 11.1735996 8.6829925 6.0494783 10.7051368 4.3714055 10.4953799 10.9277482 6.4220328 5.1001030 4.0494739 10.4226541 NA 9.3149258 7.5459043 10.2115098 11.5844758 11.1853707 10.5919574 11.2861759 NA NA 7.5996756 10.1654509 7.7735045 2.0494914 10.9507762 11.3604156 11.0738265 12.3241060 10.5367441 10.8692012 7.9251176 10.2762345 6.6258272 10.2933323 9.7489268 1.2421452 0.2420842 9.5651781 8.7849230 9.8186077 9.9861162 7.3558655 9.9615122 4.3714055 TCGA-CX-7082 82 0 NA 317 head and neck stage iva t2 n2b NA 10-7-2014 male 2010 NA NA head and neck squamous cell carcinoma yes 50 NA 2 white not hispanic or latino 164.49.0 2 4 NA NA 1 1 1 1 3 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 2.113781e-06 7.787615e-07 7.98749369 -0.01624935 11.03902383 0.39878815 10.09574644 10.19765570 8.90260454 14.95999226 6.89463347 7.87855922 5.08528018 8.45541682 -1.60121185 9.46755726 9.77327506 2.39878815 9.89563269 13.11173573 NA 1.39878815 9.65026140 6.48624133 12.02779396 NA 9.97950851 10.72211521 10.89213401 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0.0376410 3.1195000 -0.0215100 0.0220240 0.6097300 0.0406090 0.0406090 0.6189700 0.1202000 0.1202000 -0.6067100 -0.6067100 -0.6213100 0.4645100 -0.2221900 3.4275000 0.0025893 0.0231450 -0.5944800 -0.5944800 0.0000000 -0.0438730 0.0276380 0.0276380 -0.0890370 1.3237000 0.0462750 -0.1479700 -0.0841300 -0.6207300 0.2791600 0.0220240 0.0220240 0.0376410 -0.6283400 -0.6283400 -0.6150800 -0.6150800 -0.6248400 0.0471260 0.0471260 0.0426690 -0.6144100 -0.6144100 -0.6144100 0.0220240 -0.5923400 -0.9600900 -0.6395300 -0.6067100 0.5173400 0.0013868 0.0013868 0.0122370 -0.6294100 -0.6178200 0.0231450 0.6014200 -0.8914300 0.0276380 -0.0198630 0.0000000 -0.6305500 -0.6305500 -0.0438730 -0.0438730 0.0276380 -0.6394400 0.4282200 -0.0890370 -0.6225500 -0.1281000 -0.1281000 -0.1467000 0.000 0.000 -0.611 -0.611 0.000 0.000 -0.594 0.000 0.000 -0.107 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.279 0.279 0.450 0.000 -0.623 0.000 0.000 0.000 -0.615 0.000 -0.625 0.000 0.000 -0.593 0.000 0.000 -0.592 -0.592 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8.1490170 11.4810943 4.5687010 2.9223501 10.5693300 12.2414239 9.6191573 12.2592840 10.3004000 9.8113487 8.5749522 10.6151853 8.4015938 10.8131999 10.4221867 0.7207162 2.3056787 6.6033504 9.3363881 9.2783621 10.2618036 7.2844753 10.2977581 5.3529739 TCGA-CX-7085 77 0 NA 321 head and neck stage i t1 n0 NA 19-3-2015 female 2010 NA NA head and neck squamous cell carcinoma yes 3 NA 0 white not hispanic or latino 164.62.0 3 1 4 3 1 1 3 1 5 1 0 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 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 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 4 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 3.671304e-06 8.900131e-07 10.9704392 NA 9.9882545 5.7429467 9.8311421 10.5422852 8.4376360 16.3874645 7.9101060 6.9987089 3.5288213 7.1185861 4.3768182 9.4405146 8.3216783 4.8849690 4.4085285 12.5083910 NA NA 9.4895201 6.3028198 11.4980655 2.5853952 10.1893180 10.1927368 10.8986383 2.2068932 NA 5.4395567 NA 14.0686409 6.9456627 11.8437007 10.5256636 7.8068080 13.1459598 5.3768182 NA 2.7918557 12.2175628 9.4987563 2.9724353 11.0864781 11.7034611 12.7719017 7.5215910 7.0397843 2.5853952 2.5853952 1.6923379 -1.1149724 0.4698860 15.5178626 16.3333321 12.0022852 9.8757799 13.1015611 1.4699381 -1.1149724 6.8449681 13.9671158 3.9724261 9.8478627 10.6411060 1.8849495 18.5196413 13.4851120 NA 6.3848131 2.5853952 11.8162583 7.6793823 9.7123095 5.2600068 4.7676124 10.2523815 10.0864781 11.9343048 11.5348965 12.5859482 NA 8.2858461 11.1242669 NA -1.1149724 9.2783572 10.3657569 6.9934910 4.3768182 2.0548832 5.9402490 NA 10.8278478 -1.1149724 12.7886603 10.1388201 11.0536389 8.3768200 4.8640772 13.5481357 3.8849690 10.2277471 11.6539781 9.3597272 12.1568674 2.0548832 9.8478627 8.7721872 12.4012824 8.0968548 12.6464141 0.8849495 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19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 35 1976 1 black or african american not hispanic or latino 188.56.0 2 2 3 3 3 3 2 2 3 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 5.228827e-06 1.668775e-06 7.3813465 1.8640573 10.9193536 -0.4577915 10.0514232 10.5197808 8.8719394 15.2931379 8.3797708 8.1327300 6.2145678 8.0657048 NA 10.0793614 8.3478871 4.6082297 3.9684041 10.8724998 -1.4579896 2.1271050 1.5421590 3.5421466 12.1286311 5.4490331 10.7356685 10.9366058 11.3673006 0.1271050 0.8640970 1.7120675 0.1271050 13.3383348 4.7120675 12.2288625 10.3132199 6.4728809 13.3205283 4.2145678 NA 0.1271050 13.4284112 8.5421431 NA 12.3865546 8.4018177 12.2049227 6.5421435 5.9599950 -0.4577915 2.7476882 NA 1.5421590 -0.4577915 14.1833465 14.6085729 12.4360134 10.4598881 12.4694581 NA NA 3.8640673 12.4656563 0.1271050 9.3829210 11.8067323 -1.4579896 17.9774247 10.1687647 3.9684041 6.2768521 -1.4579896 12.4793330 7.2003543 10.5861956 6.8996953 1.3494785 10.6922077 10.1205158 13.2314313 11.9613133 12.0848122 2.4490331 8.9440892 11.1343665 0.8640970 NA 9.5035928 9.0754727 2.6296131 1.1271050 -1.4579896 5.6714264 -1.4579896 10.5017829 8.2216234 13.4762486 10.0275548 11.2293000 3.5865366 2.6082415 12.8255932 2.4490331 9.7549252 10.0622707 9.3802597 10.1614461 -1.4579896 8.2819235 7.2700635 11.1425207 8.2785452 12.3931113 -0.4577915 11.9341921 1.1271050 4.2700654 0.3011400 0.3553300 0.6053600 0.8558700 0.0000000 0.0000000 0.4436400 0.3296800 0.4474200 1.5387000 0.9910700 -0.4746600 -0.4746600 -0.4746600 -0.0288600 -0.0155630 3.6569000 0.8665800 -0.0034521 -0.4861400 -0.0155630 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0.000 -0.302 0.856 -0.493 0.000 0.000 0.444 0.330 0.991 0.991 -0.431 0.000 -0.414 0.307 10.494884 NA 9.611022 6.089038 11.715352 12.314238 12.430981 11.517454 7.993354 9.729495 11.978725 10.926117 8.102476 11.514405 13.301459 11.159381 4.401863 13.231431 9.391548 11.961313 10.810393 10.511889 10.705793 12.566438 12.676248 10.518349 NA 5.228642 9.413278 10.684569 10.5745333 11.6302688 10.9258474 0.5421094 12.1882517 11.5658974 15.2775399 10.0071993 6.5589518 9.2970307 9.6309312 11.7973192 9.8317989 7.8663238 10.1792208 8.8493438 3.9684041 11.8205926 9.5974256 7.8527561 13.4284112 0.8640970 10.5658975 10.4598881 6.3169295 6.7661446 4.2145678 9.7497675 -0.4577915 9.0359986 7.8042382 11.9613133 12.0848122 11.1749111 11.1343665 12.2446405 2.1271050 -1.4579896 7.4911235 9.1034310 7.2563889 1.7120675 10.5017829 11.9769016 11.2293000 11.7909601 10.2572471 10.0254551 8.6519737 9.7549252 6.8550267 11.1662531 9.4415001 3.1859934 0.7686713 8.4802526 8.0107468 10.4399885 10.5251367 6.8996953 10.2844525 6.1420560 TCGA-CX-7219 47 0 NA 1045 head and neck stage iva t4a n2c NA 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma yes 20 1989 14 black or african american not hispanic or latino 164.62.0 1 4 1 1 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 3.226032e-06 1.005967e-06 10.6751444 -1.6384562 10.2602958 3.6096250 9.6557407 10.3296411 9.1048459 15.6043568 7.5063528 7.9541515 5.6745765 7.3532165 NA 10.2629385 8.6982011 4.1945835 3.8535466 9.5031631 NA NA 11.1395661 8.3202473 11.6446381 4.1165810 10.5136623 10.4112027 11.2576483 -0.6382316 -1.6384562 4.7015435 NA 12.9777837 5.9315507 12.2155887 8.9114792 7.3475363 12.4411792 3.1165810 -1.6384562 0.6836515 13.4089036 8.3645094 0.3616561 11.5861484 10.7712233 12.4899305 5.5316185 6.0481948 3.0621390 3.1165810 NA 0.3616561 1.1690270 15.0333984 15.4993284 12.3771879 10.0424935 12.7199335 NA NA 5.4702180 13.5828661 3.5711428 8.8015254 10.9885442 0.2839218 16.8411787 11.4713619 NA 6.1754747 0.6836515 12.2672695 6.7879587 10.1516356 4.1690511 3.8852522 10.8041196 10.4508138 12.5888922 11.4854925 12.4616996 NA 8.3743188 11.7334711 NA NA 9.5711478 10.0154353 3.0621390 3.0055437 4.2196719 4.7015435 -0.2992052 11.2183145 5.2320582 12.7132548 10.4104095 10.8719641 6.9764037 2.9303400 12.9652628 6.6237893 8.5133707 9.8640290 9.6066351 11.5116003 -0.6382316 11.0668948 8.4871081 11.7476916 7.3812851 12.8566750 -0.6382316 11.2227813 NA 5.5114427 0.1256400 0.1256400 0.2392300 0.0000000 -0.0202750 0.1816700 0.4811300 1.3058000 -0.3891700 0.3184100 1.2263000 -0.3841400 -0.3841400 0.2256100 0.2163000 0.2189900 0.2189900 0.2131500 -0.3894900 0.2042700 0.7211200 -0.3732400 0.0520990 -0.2126800 1.8172000 0.1607000 -0.0078863 -0.0078863 -0.1078700 -0.0765450 -0.0761450 -0.0761450 0.1256400 0.1256400 0.1256400 -0.3875000 -0.3875000 -0.3875000 -0.4052800 0.1678900 0.1713600 0.1713600 -0.4015500 0.0000000 0.0000000 0.0000000 -0.0202750 0.7256500 -0.4047300 -0.3891700 -0.9964600 0.2256100 -0.3780800 -0.3813700 -0.0756120 0.2189900 -0.3923100 -0.3856000 -0.3899600 -0.3899600 0.2206800 0.2119200 -0.3732400 -0.0602110 -0.0602110 -0.2925500 0.0520990 -0.9668900 -0.3871600 0.1607000 0.1607000 -0.1734800 -0.0963080 -0.0963080 -0.1403900 -0.302 0.000 0.219 0.219 0.213 -0.172 -0.390 0.221 -0.373 0.000 0.000 -0.288 0.000 -0.341 -0.379 0.161 0.161 0.000 0.000 0.000 0.000 -0.173 0.200 0.126 0.126 -0.163 0.225 -0.402 -0.402 0.000 0.000 0.000 0.181 0.481 0.000 -0.071 0.318 0.226 0.226 0.000 0.000 -0.302 0.000 0.219 0.219 0.213 -0.172 -0.390 0.221 -0.373 0.000 0.000 -0.288 0.000 -0.341 -0.379 0.161 0.161 0.000 0.000 0.000 0.000 -0.173 0.200 0.126 0.126 -0.163 0.225 -0.402 -0.402 0.000 0.000 0.000 0.181 0.481 0.000 -0.071 0.318 0.226 0.226 0.000 0.000 11.6254037 NA 10.5857323 6.7192464 13.5540643 12.7437044 11.6991769 12.1865538 9.9768642 10.4057469 10.2920622 11.0294712 8.3346742 11.2032588 12.4866235 10.4511450 3.4991953 12.5888922 9.0305794 11.4854925 11.1544847 10.7483653 11.2886945 12.1141974 12.9355623 7.2565125 -0.6382316 3.5711428 9.8689935 10.0402945 10.927986 11.940067 9.224332 0.946656 11.942071 11.214809 15.227125 9.104004 6.961607 8.790055 9.331081 10.930838 9.476413 8.222781 10.831845 8.896970 3.853547 12.005438 8.199322 9.422390 13.408904 3.787955 10.623496 10.042493 5.609622 7.879364 2.449165 9.516513 NA 9.597709 10.588709 11.485492 12.461700 11.219675 11.733471 12.167640 4.590512 2.361684 8.873121 10.229359 7.992872 6.771085 11.218314 11.631113 10.871964 11.906417 10.384409 9.699316 10.005551 8.513371 6.595314 10.519989 10.465638 1.169027 2.268584 8.181873 8.920957 9.871964 10.787959 7.082794 10.198139 6.861540 TCGA-D6-6515 82 1 403 NA head and neck stage ii t2 n0 NA 19-3-2015 female 2010 NA NA head and neck squamous cell carcinoma no NA NA NA white not hispanic or latino 145.62.0 3 1 1 1 1 1 3 1 5 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 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 7 0 0 0 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 4 0 0 1.595672e-06 6.243934e-07 10.5357486 -1.3298848 10.2207621 3.3138698 9.7915489 10.5795335 8.4821928 17.0789252 6.5279961 7.4348867 3.9179473 7.3635023 NA 9.6679005 9.5541859 8.7454945 8.9250440 10.8815995 NA NA 12.1827558 7.0580329 11.4571017 NA 10.1867002 10.6965388 10.9054313 1.6700245 NA 4.8399394 NA 13.3105427 6.1935766 11.4981518 9.0220587 7.4348867 10.0270174 2.3704433 NA 1.4773665 13.3884412 8.9885580 3.7992946 11.1299592 6.7273569 12.2184761 6.0962808 10.8607660 1.6700245 NA NA -0.3300662 -1.3298848 15.6417485 16.9310191 12.1611169 10.1294470 13.1649959 NA NA 5.5769060 13.8091670 2.9919345 9.5248837 11.0393401 2.4607950 18.1704080 13.2141950 NA 6.0363385 3.1294479 12.6521177 6.4965646 9.8909982 4.0275699 3.7992946 10.8828157 10.3975105 12.1130884 11.8773348 12.3030105 -1.3298848 8.5107934 11.6828145 NA 0.2549568 8.8696876 11.0275673 4.5029034 3.5769091 NA 5.3424410 -1.3298848 11.6116132 -1.3298848 12.5938071 9.4183255 10.8979321 5.7574794 4.4781435 13.8288617 4.4249019 10.2608831 9.2341648 9.4626104 11.7449930 1.2549568 10.9905339 8.6242117 12.1176152 8.3317934 11.7478325 0.9919707 10.3992112 3.9554151 4.8988323 -0.00141300 -0.00141300 0.00524760 -0.00196700 -0.00111920 -0.00111920 -0.00016579 -0.00016579 0.06648700 0.06648700 0.06648700 0.06591400 0.06591400 0.06591400 0.06591400 0.00719450 0.00719450 0.16983000 0.16983000 -0.00708470 -0.00708470 -0.01161000 -0.02619400 -0.00514980 -0.00514980 -0.03233000 -0.00736090 -0.00736090 0.01486100 0.00233090 0.00233090 0.00233090 -0.00141300 -0.00141300 0.00260850 0.00032960 0.00032960 0.00032960 0.00032960 0.00025011 0.00025011 0.00025011 0.00000000 -0.00196700 -0.00196700 -0.00196700 -0.00111920 -0.00265940 -0.00335820 0.06648700 0.06591400 0.06591400 -0.00362820 -0.00362820 -0.00362820 0.00719450 0.00719450 0.16983000 -0.00708470 -0.00708470 -0.00293620 -0.00806450 -0.00459660 -0.00196700 -0.00196700 -0.02619400 -0.02619400 -0.00514980 -0.00514980 -0.03233000 0.01207000 -0.00141300 0.01486100 0.01486100 0.01486100 0.00 0.00 0.00 0.00 0.17 0.17 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.17 0.17 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 11.386620 NA 9.966702 8.869688 11.103079 10.989682 12.451785 11.281271 9.956573 10.385977 10.768376 11.382757 10.484197 11.184956 10.283805 11.164371 3.964639 12.113088 10.047768 11.877335 10.762442 10.372621 10.238922 12.258082 12.593157 8.971512 NA 2.670025 9.343325 10.304826 10.9930701 12.0476326 11.6134459 1.2549568 11.5964967 10.8216662 14.3766708 10.0390674 8.5511291 8.4332278 8.8311473 11.3773745 8.8294830 8.0920800 10.4725317 8.1837431 8.9250440 10.7037825 9.1738410 9.3442076 13.3884412 1.9919345 10.0297650 10.1294470 5.3565171 8.3084514 -1.3298848 10.4676769 -1.3298848 9.1718526 10.2643400 11.8773348 12.3030105 11.0751568 11.6828145 11.4577139 5.3282261 6.8647718 9.1074242 10.4034545 7.5888788 5.9828978 11.6116132 11.9404567 10.8979321 11.9163106 10.4513751 10.2966370 10.7079055 10.2608831 6.8044421 10.2984609 10.7350949 3.7574820 0.6700245 7.1170986 10.0956509 9.9657843 9.9879931 7.5799087 10.6194773 5.4644298 TCGA-D6-6516 69 0 NA 773 head and neck stage i t1 n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 74 1959 0 white not hispanic or latino 145.62.0 1 4 3 1 3 3 2 3 4 2 0 0 0 0 0 5 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 4 0 7 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 4 4 0 0 0 0 0 4 0 0 1 0 0 4 0 0 1 0 0 4 0 0 0 0 0 0 0 5 0 7 4 1 4 0 0 0 1 4 0 4 0 0 0 0 0 4 0 4 0 0 0 4 0 0 0 7 0 0 4 4 4 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 1 0 0 0 0 0 4 4 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 7 0 0 4 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 4 0 0 4.021747e-05 2.074843e-05 8.6159915 NA 10.0773626 -0.2696861 10.0988015 10.2587492 8.4289995 16.0977781 6.7075745 7.6669327 6.6251126 7.9494637 NA 9.4826757 9.0578477 4.6129363 9.1247577 11.5704829 NA -1.2698600 7.2810417 6.0790239 12.0024874 NA 11.2141108 11.0586895 10.6133201 NA NA 0.7303139 NA 12.9889347 5.4167958 11.5625917 8.7855774 4.4851821 11.2889549 -1.2698600 NA 1.9002196 12.7827782 9.3001507 NA 11.1476202 7.5048516 12.7321430 6.8388194 9.7889633 -0.2696861 NA NA -0.2696861 1.3152764 14.9534293 15.0965261 12.1806042 11.3169003 13.4962027 NA NA 5.1053345 12.7017488 1.5376440 9.5263347 11.2158728 4.2793450 19.4553267 11.1034321 NA 5.5376502 -1.2698600 12.0914164 5.8492362 9.9603155 3.1897297 1.7303139 11.3255525 10.0295031 12.2638681 11.7189797 11.7430942 NA 8.7161370 11.6821261 -1.2698600 NA 8.8647213 8.8335827 3.1897297 0.7303139 NA 6.5376502 NA 11.5287668 4.6844934 13.1370315 9.5187849 10.8939448 5.8388207 3.9299709 13.0475663 4.3152546 9.7132174 9.2934914 10.2879790 10.4250882 -1.2698600 9.7637180 8.0017583 12.2132290 8.7719542 12.0712578 NA 12.5720559 1.9002196 4.0878447 -0.0385580 -0.0051227 0.0139110 -0.0169790 -0.0033243 -0.0033243 0.3430100 0.3430100 0.3499300 0.3499300 0.3721600 0.3430700 0.3366500 0.3382000 0.3382000 -0.0273980 0.3443700 -0.4332200 0.3487600 -0.0213730 -0.0551230 0.3660800 -0.0415670 -0.0314960 -0.0239770 -0.4429700 0.7057000 0.7057000 0.4616100 -0.4237500 -0.3771800 -0.0132640 -0.0310860 -0.3665800 -0.0051227 -0.4166600 -0.3893500 -0.3960800 -0.3960800 -0.4107500 0.0011093 -0.3680500 0.0070826 -0.0169790 -0.0169790 -0.0169790 -0.0182590 0.3430100 0.3430100 0.3019800 0.3366500 0.3382000 -0.0346310 -0.0346310 -0.0346310 -0.0273980 0.6727000 0.3066500 -0.0213730 -0.0213730 0.3654300 0.3654300 0.3386900 0.3071300 0.3071300 -0.0415670 0.3590400 -0.3956400 -0.0117490 -0.4366900 0.6353600 -0.4239600 -0.4737400 -0.4737400 0.3695300 0.000 0.000 0.319 0.319 0.349 0.349 0.000 0.365 0.339 0.306 0.306 0.000 0.000 0.000 -0.308 0.000 0.000 -0.364 0.000 0.706 0.706 -0.424 0.000 0.345 0.000 -0.367 0.000 -0.391 0.000 0.000 0.000 0.000 0.000 0.343 0.343 0.302 0.302 0.338 0.338 -0.089 0.384 0.000 0.000 0.319 0.319 0.349 0.349 0.000 0.365 0.339 0.306 0.306 0.000 0.000 0.000 -0.308 0.000 0.000 -0.364 0.000 0.706 0.706 -0.424 0.000 0.345 0.000 -0.367 0.000 -0.391 0.000 0.000 0.000 0.000 0.000 0.343 0.343 0.302 0.302 0.338 0.338 -0.089 0.384 11.212347 NA 10.471695 7.766469 10.700401 11.948854 11.351660 11.835221 9.397407 10.560018 12.880122 11.023192 9.428132 10.288237 10.925667 10.702916 5.452625 12.263868 8.864721 11.718980 11.373249 9.815103 10.389845 13.584390 12.935554 8.837512 -1.269860 3.253853 9.299201 10.183566 11.7446643 12.3916278 10.5100144 -0.2696861 11.1020717 11.0867470 15.2689226 10.1763445 6.3376255 9.6720763 8.8672862 12.2798391 9.0288387 7.3152574 9.8498847 8.9336432 9.1247577 11.5506735 9.3199462 7.7746889 12.7827782 1.0522072 10.1349045 11.3169003 5.0522246 7.0295026 0.7303139 9.4901832 -1.2698600 8.6669330 7.5631848 11.7189797 11.7430942 9.7842210 11.6821261 11.5931261 2.6371929 3.4851821 7.1856218 8.6610323 6.2141112 5.8071102 11.5287668 11.6991418 10.8939448 11.7676704 9.9518822 11.6371856 8.5694987 9.7132174 4.8177563 10.5424723 10.1226124 5.1396864 1.9002196 6.4307352 9.0675825 9.4556613 10.1638805 7.2499317 10.3938531 4.7075745 TCGA-D6-6517 59 0 NA 292 head and neck stage iii t3 n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 30 1970 0 white not hispanic or latino 145.62.0 1 3 4 3 3 3 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.501897e-06 5.006324e-07 10.774900198 NA 10.491797391 0.733267559 9.192672551 10.207352496 8.644932760 14.795944944 6.837577477 8.313688009 7.807917721 7.374209208 -0.588790717 9.566131119 9.491464318 6.275498792 2.111765831 10.900408272 -1.588573754 NA 6.782000915 9.922077103 11.071754626 5.353827864 11.118024761 10.119103497 10.522774728 NA -0.003755892 4.083740983 -1.588573754 13.715129359 5.581236743 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9.084622127 11.937689913 11.859687395 11.364236176 11.153622391 11.364418076 NA NA 7.202475514 10.705646469 8.478747377 3.111749142 10.562329441 11.762114031 10.895128697 12.388056044 10.557245127 9.887552839 10.051105868 10.330176187 7.441979719 10.638026127 9.658647082 5.244202073 -0.003755892 5.125560187 8.593732100 9.601137498 9.849065070 6.450231395 10.233883747 5.026020971 TCGA-D6-6823 50 0 NA 701 head and neck stage ii t2 n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma no 60 1979 0 white not hispanic or latino 151.54.0 1 2 1 1 3 2 2 3 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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6.2036377 0.1375035 9.4600401 -1.8624965 8.6304033 8.3711681 11.3909529 11.5847610 11.6660027 10.1664906 12.2269163 0.7225535 -0.2775340 6.1599157 9.6233778 5.9892980 3.4229461 10.3627560 12.2019546 11.3997903 12.5837273 10.6820301 10.4278555 9.8624887 9.6307285 7.9189085 10.9585253 9.9164471 2.7225097 -0.2775340 6.4136736 7.8725290 10.1733787 10.4087198 7.0946510 10.5700905 6.1764684 TCGA-D6-6824 61 0 NA 77 head and neck stage iva t4a n0 NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 40 1968 NA white not hispanic or latino 151.54.0 3 1 4 3 2 2 3 3 1 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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1.312491 11.623530 10.183627 15.534200 9.597316 8.211848 9.200473 8.618553 11.843995 9.323719 8.146962 10.607396 8.968022 3.897453 12.186704 8.040412 9.163459 14.559807 2.956354 10.712570 9.880923 5.836053 7.517062 1.482435 9.335552 -1.687335 9.045507 9.779078 9.755435 12.504399 11.609981 11.260493 11.522858 NA 6.502316 8.820544 11.329474 7.607112 4.984917 11.357398 12.302773 10.643688 12.288160 10.212603 10.668393 10.275026 10.978453 7.340398 9.887558 10.518285 1.771928 NA 8.229863 9.755279 10.349352 10.823008 6.836053 10.065708 5.367773 TCGA-D6-6827 55 0 NA 568 head and neck stage i t1 n0 NA 19-3-2015 female 2011 NA NA head and neck squamous cell carcinoma no 28 1983 NA white not hispanic or latino 151.54.0 3 4 2 2 2 4 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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7.5651706 1.9751899 3.1975981 9.3972722 10.2310230 11.0426419 11.9982688 11.3571109 -0.6097726 11.3807036 10.0573566 14.6280861 9.2466705 6.7389731 8.5323520 8.5475921 11.5698432 9.2656872 8.3958695 9.7728691 8.8165098 9.4536402 10.6202655 9.0395012 9.3646595 14.4905789 2.7121775 10.0958775 9.5437971 5.4777065 7.1451323 3.2971327 9.4697299 -0.6097726 8.7166744 11.8975441 11.6496941 11.8730530 10.9443542 10.4882771 10.9733278 4.3902481 4.8496791 9.0322968 11.2907345 7.6142468 3.9752083 10.2728881 11.6479275 10.5880761 12.1102755 10.2888465 10.4250440 9.9817673 9.5078882 7.2728882 10.5948162 9.9216265 3.4777032 NA 8.8227869 9.0134131 9.7099171 9.8730529 7.4830023 10.1919534 4.7477956 TCGA-D6-8569 52 0 NA 770 head and neck stage ii t2 n0 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 43 1979 0 white not hispanic or latino 241.45.0 1 3 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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11.8322803 5.5855395 10.3623017 5.5303985 2.2636054 10.2678321 9.6825183 12.2822969 11.2639638 11.8956980 0.2636354 8.4057189 11.5673923 NA 0.2636354 9.4694049 9.5990019 6.2061255 2.0709732 NA 3.7230452 NA 10.1231464 NA 12.9326074 10.3104014 11.5877921 5.3297013 2.6655065 13.0006476 2.8485779 9.5098771 8.9518620 9.4093400 10.9262800 2.8485779 10.0741832 8.5696734 11.8741751 8.4385374 10.6527051 NA 11.1032091 1.2636354 3.7230452 0.2448300 0.2310100 0.9834900 0.2645100 -0.0478010 -0.0478010 0.2858000 0.2858000 -0.0643740 0.2660200 0.2755300 -0.4191400 -0.4147600 -0.0321780 1.0565000 0.2950100 -0.0618230 -0.0487330 -0.0402090 0.2138400 0.2353500 0.2927800 0.3365800 0.2848500 -0.0515860 -0.3166900 0.5505400 0.5505400 0.0650830 0.0000000 -0.0182760 -0.0182760 0.2494900 0.2272500 -0.0990770 -0.4359100 -0.4167400 -0.4167400 -0.4262600 -0.0442800 -0.0496950 -0.0496950 -0.0495590 0.2645100 0.2367400 0.2595100 -0.0478010 0.2858000 0.2734800 -0.0915520 -0.3993000 -0.4212300 -0.0026322 -0.0079746 -0.0079746 0.2950100 -0.0618230 -0.0530800 0.2156000 0.2138400 -0.4051800 -0.3821300 0.2967600 0.3025000 0.3326700 -0.3928600 0.3365800 -0.4049500 -0.4378900 -0.3166900 -0.3166900 -0.0488830 0.0650830 0.0650830 0.0650830 0.000 0.000 0.295 0.000 0.000 0.000 0.214 -0.404 0.297 0.302 0.302 -0.393 0.337 0.285 0.000 -0.317 -0.317 0.000 0.000 0.551 0.551 0.000 -0.315 0.227 0.227 -0.160 0.256 0.000 0.000 0.265 0.265 0.000 0.000 0.286 0.286 0.000 0.266 -0.018 0.349 0.000 0.000 0.000 0.000 0.295 0.000 0.000 0.000 0.214 -0.404 0.297 0.302 0.302 -0.393 0.337 0.285 0.000 -0.317 -0.317 0.000 0.000 0.551 0.551 0.000 -0.315 0.227 0.227 -0.160 0.256 0.000 0.000 0.265 0.265 0.000 0.000 0.286 0.286 0.000 0.266 -0.018 0.349 0.000 0.000 11.279375 NA 10.018591 6.182476 11.676446 12.059848 11.108317 11.542061 8.525706 9.167493 11.399962 11.511539 7.814358 10.604574 10.316859 10.266427 5.809116 12.282297 8.415896 11.263964 10.921823 10.177997 11.553308 12.008559 12.376214 8.465735 NA 3.263605 10.183964 9.975279 10.8732521 11.5928445 11.5251189 -0.7364848 11.3711556 11.0416887 14.5363824 8.8143585 5.9640520 7.8105061 9.0033923 9.5008216 9.9495692 7.8372589 10.4930313 8.3903160 2.0709732 10.2068589 9.4120882 6.7065554 13.6171720 NA 9.6559290 11.5466999 5.7714050 6.8258543 -0.7364848 9.7574670 0.2636354 9.5245311 10.3457606 11.2639638 11.8956980 11.2583186 11.5673923 11.7830021 3.3510770 -0.7364848 7.8206155 10.0425100 5.7554645 3.3510770 10.1231464 11.4858027 11.5877921 11.7130182 10.6612863 10.3967539 10.3114172 9.5098771 6.4827805 10.1906488 10.4534362 3.0709732 -0.7364848 6.6898764 9.3474500 9.8672380 9.0693555 6.4234824 10.3609854 4.0185007 TCGA-D6-A4Z9 59 0 NA 539 head and neck stage iva t2 n2 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 39 1973 1 white not hispanic or latino 265.34.0 1 1 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 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 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 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 1.891278e-06 7.787615e-07 9.11846978 NA 10.08178633 0.50497626 9.51528215 10.16498296 9.27867572 16.27724155 6.39575861 8.33787697 6.25094074 8.39575818 1.72739772 9.44847874 8.76864750 1.92002646 3.00748258 11.53726248 -1.08008791 NA 7.86839169 5.36296777 11.23205667 1.50497626 10.52735492 10.15064560 10.65431085 NA NA 1.50497626 NA 13.67386813 4.47461126 11.10428011 6.74657344 5.76551353 12.76090088 2.72737594 NA -1.08008791 13.17940011 8.99550374 0.91998834 11.96697809 8.70067934 12.00848164 6.59244956 4.67491255 -1.08008791 NA -0.07993541 1.92002646 2.82692468 15.44971428 15.99747397 12.33325586 10.83104204 12.92072889 1.92002646 NA 4.41188041 13.70680474 1.72739772 9.10489984 11.29669268 -1.08008791 19.23325361 10.41438018 NA 6.76551486 0.50497626 11.65155578 6.16795197 10.58669251 5.10984945 3.50498896 10.16735881 8.04155841 12.14447856 10.79423755 11.92494730 NA 8.54755856 11.38048055 NA 1.24196218 9.15962313 8.96031448 6.99684065 2.72737594 1.72739772 7.96441885 NA 10.69439985 NA 13.01385479 9.95153971 10.44896701 6.72738002 2.08993876 12.90346362 2.72737594 9.53284700 11.28607359 9.42525074 11.82691523 NA 10.69357599 8.76080243 11.74319281 8.46305634 11.40232839 NA 10.68531069 0.50497626 3.82691452 0.01084200 -0.00152430 0.41312000 0.04599100 0.02862200 0.02862200 0.02918400 0.01438200 0.16190000 0.42435000 0.42435000 -0.43225000 -0.43225000 -0.43311000 -0.00955730 -0.41014000 3.65690000 0.02890300 -0.03395900 2.37110000 -0.43496000 0.04584900 0.03524200 0.00958830 -0.42167000 -0.05932800 0.05182000 0.03326700 -0.05374600 0.00000000 0.00000000 -0.13418000 0.00138680 -0.48208000 -0.00705760 -0.01709700 0.03157700 -0.44609000 -0.44609000 -0.12534000 -0.12534000 -0.12534000 -0.42735000 0.00458000 -0.04495700 -0.04495700 0.02862200 -0.00013862 -0.00110870 -0.43789000 -0.91191000 -0.43311000 0.03608800 0.02707600 0.02707600 -0.08744700 -0.41796000 -0.45319000 -0.28940000 -0.43138000 -0.44469000 0.43024000 0.04443200 -0.11991000 -0.11991000 0.03524200 0.08710000 -0.42167000 -0.42167000 -0.05932800 -0.03657400 -0.44091000 -0.04170200 -0.56316000 -0.05374600 0.000 0.000 -0.323 -0.413 0.000 0.000 -0.435 0.430 0.000 -0.120 -0.120 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 -0.221 0.000 0.000 0.000 0.000 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.369 -0.432 0.000 0.000 0.000 0.000 0.000 -0.323 -0.413 0.000 0.000 -0.435 0.430 0.000 -0.120 -0.120 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 -0.221 0.000 0.000 0.000 0.000 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.369 -0.432 0.000 0.000 0.000 11.141914 -1.080088 9.437930 6.443587 12.005331 11.560936 10.257647 11.844095 8.478445 9.664018 10.891927 11.382782 7.925649 10.546646 11.323836 10.148843 4.500471 12.144479 8.134344 10.794238 10.678248 9.925649 10.956542 12.575539 13.031242 8.911547 NA 1.241962 9.678248 10.361413 11.39651771 12.43929229 11.27840108 -1.08008791 11.55936533 10.33629432 14.56308739 9.91012851 6.13919319 8.50310739 8.45140607 10.68116030 10.24072933 8.41187786 10.48702995 8.04672896 3.00748258 11.66359679 9.31769932 7.23290726 13.17940011 1.50497626 10.75922842 10.83104204 5.76551353 6.58536069 NA 9.98678649 NA 8.60827478 8.24195265 10.79423755 11.92494730 11.44896706 11.38048055 10.74378994 1.24196218 -0.07993541 7.71950040 9.89084960 6.51993813 6.85076193 10.69439985 11.57466065 10.44896701 12.44199305 10.62263025 9.74020357 9.44162498 9.53284700 6.85666207 10.69233923 10.03311557 2.72737594 -1.08008791 2.37945462 8.96769401 9.83291390 10.33259449 7.10984945 10.43424551 4.16795197 TCGA-D6-A4ZB 61 0 NA 376 head and neck stage iii t3 n0 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 41 1971 0 white not hispanic or latino 265.34.0 2 4 NA NA 3 3 1 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 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 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 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 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 4 0 0 5.61954e-06 1.63036e-06 8.05671357 NA 10.28852929 0.87349825 9.27579325 10.33497122 8.90507827 15.64915354 7.28288270 8.34922505 7.27152279 8.43573443 -0.71146425 9.79929344 8.64827884 2.87349825 3.93238249 11.95297659 -0.71146425 1.87349825 7.84695020 7.59230977 11.22258875 3.45846075 10.76628756 10.42487969 9.81012976 NA -0.02444318 1.28853575 -0.71146425 13.32521810 3.74795663 10.81991075 7.79235498 6.74796066 12.11547496 4.24272444 -0.71146425 2.09589067 11.96007037 8.94674080 0.87349825 13.10531300 11.26649253 12.31159056 8.36801398 6.59231052 1.28853575 NA 0.28853575 0.28853575 -0.71146425 15.49325176 15.75058260 12.64332967 10.22737383 12.09849838 NA NA 2.09589067 12.44603415 0.28853575 9.12773309 11.37400180 1.61046385 18.56308265 10.98549687 2.61046385 6.77234493 1.28853575 11.60452793 6.29975568 10.56813987 7.28852929 3.74795663 11.19504420 10.58315010 12.80187202 10.90645584 10.83927608 6.54591742 8.74179998 10.89261916 0.28853575 0.28853575 9.44840069 9.12300033 7.79235498 -0.71146425 3.93238249 7.66356878 NA 10.30185202 4.24272444 12.72237553 9.12107137 10.47030278 -0.71146425 3.32942502 12.74808901 6.17117279 10.25731134 11.02196838 10.66149229 9.57739540 1.61046385 11.05132655 9.10391249 11.06496239 8.80619869 11.54237680 NA 11.79086390 0.28853575 2.09589067 0.1288900 0.2698500 0.7156500 -0.0376260 -0.0399370 -0.0399370 0.0181030 0.0106300 0.1101600 0.1101600 0.2067600 -0.3556700 -0.3556700 -0.3624900 0.0036076 -0.3938600 0.1305100 0.0173450 0.6918500 -0.0801410 -0.0801410 0.0000000 0.0237060 -0.0476660 -0.0476660 0.0346770 0.4496900 0.0307320 0.0960550 -0.0764120 -0.1909900 0.0716780 0.1288900 -0.2706900 -0.3714400 -0.3765700 -0.3341000 -0.3341000 -0.3774100 -0.1281000 -0.1281000 -0.1281000 -0.2383800 -0.0376260 -0.1332900 -0.0644830 -0.0156040 0.0106300 0.0106300 -0.0503700 -0.3624900 0.0525250 -0.0785440 -0.4560800 -0.1428400 -0.3938600 0.1305100 -0.0488830 -0.0801410 -0.0801410 0.1653500 0.0655510 0.0000000 0.0930400 0.0930400 0.0235660 0.0237060 -0.0495730 -0.4044000 0.0346770 0.0346770 -0.2645400 -0.1190000 -0.0924160 0.0808890 -0.456 -0.143 -0.394 0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.000 -0.191 0.118 0.129 0.129 -0.334 0.187 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.110 -0.356 0.000 0.000 0.000 -0.456 -0.143 -0.394 0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.409 0.000 -0.191 0.118 0.129 0.129 -0.334 0.187 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.110 -0.356 0.000 0.000 0.000 11.1391069 0.8734983 10.0148667 3.9889664 10.6002777 11.0151690 10.0837573 11.8191795 9.1619733 9.9078322 11.8767755 11.5538513 7.0829452 10.3666801 12.2138983 11.3716762 5.6374335 12.8018720 8.7084894 10.9064558 10.5441480 10.6808468 11.9719626 13.0268306 12.4707685 10.1394975 -0.7114642 3.3759986 9.7356125 9.8564854 10.3586502 12.4199040 11.9943777 0.2885358 10.9745920 10.0291533 14.5890192 9.8930826 6.9680089 8.7983043 8.5968684 12.7174129 8.5472366 8.5004177 9.7095422 9.8238048 3.9323825 10.6031126 9.2192666 9.7126957 11.9600704 4.2885284 10.4709237 10.2273738 5.4584542 7.8238048 3.7479566 10.2021668 -0.7114642 8.5762417 9.0894293 10.9064558 10.8392761 9.9924330 10.8926192 10.3539455 0.8734983 6.6635681 7.7105943 9.3931281 9.1848617 6.7963239 10.3018520 10.8301100 10.4703028 12.1055130 10.5529719 10.9046187 8.4357344 10.2573113 7.6722337 10.7021573 9.5173479 -0.7114642 3.7121115 4.7147950 9.6628298 8.7963239 9.6646547 7.9503074 9.3918171 5.4178120 TCGA-D6-A6EK 67 0 NA 483 head and neck stage iva t2 n1 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 72 1965 1 white not hispanic or latino 318.33.0 3 6 NA NA 3 3 2 3 2 2 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 7 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 7 0 0 0 0 0 0 0 0 6 0 7 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 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 7 0 0 7 0 0 0 4 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 3.72693e-06 1.140329e-06 8.382155 NA 9.634492 NA 8.046171 9.452353 8.475014 16.995498 6.544512 9.105468 7.320928 8.221690 NA 7.463729 9.932059 6.840496 4.345730 13.230457 NA NA 0.886277 1.471239 9.131852 3.586741 9.400027 9.675833 10.606544 NA NA 2.886297 NA 12.371626 3.886297 8.421575 8.489926 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0.000 0.000 9.341627 NA 8.146655 5.693654 10.641187 8.614220 10.164749 12.323531 8.320928 10.252622 11.377150 9.782632 7.973762 9.588472 11.424003 9.860714 3.858995 11.698477 8.716022 10.754350 9.564019 8.417681 10.013004 14.028104 12.519976 9.263510 -0.113723 4.134229 8.444720 8.994824 9.921098 11.154842 11.860356 2.208236 10.072414 10.828814 14.294159 9.043646 6.627766 8.320928 6.600545 12.249339 8.231483 8.834667 10.675018 8.880653 4.345730 9.025851 9.642856 8.933423 8.413776 NA 9.504685 12.659233 7.095753 7.756664 NA 9.984332 0.886277 8.248243 7.015582 10.754350 10.522018 10.519295 9.427396 10.187796 NA -0.113723 7.261339 8.784145 7.744280 2.208236 10.383153 10.131852 9.444720 13.561926 10.927274 9.593659 7.493630 9.185508 6.781117 11.542277 7.572800 4.471259 NA 8.316752 10.664311 8.784145 8.565780 6.641188 9.025851 4.208229 TCGA-D6-A6EM 65 0 NA 232 head and neck stage ii t2 n1 m0 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes NA NA 1 white not hispanic or 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6.146382 9.651832 8.414635 6.684597 11.252906 7.911917 9.621693 10.976850 10.336379 8.500565 9.873593 10.851158 9.648514 4.888256 10.447461 9.546445 9.889607 10.164305 9.050762 10.448098 14.151581 13.577889 4.388355 3.001334 3.470823 9.015138 8.872645 10.7192724 11.4353189 11.3163077 0.3008851 9.5005649 11.3173527 13.3412560 7.4956496 6.5488204 8.5054638 7.4146345 10.7271574 8.9135952 8.8477871 11.0356023 8.8573988 11.1627550 9.0406733 8.8516394 9.0271106 9.4993377 2.4708232 9.1681714 13.3099339 5.5297116 7.4455513 2.4708232 9.6845970 1.6228367 8.5582806 8.6295675 9.8896072 9.0406733 10.1178763 9.8361679 10.4758183 5.4506405 4.1588702 8.8914796 12.0744440 7.7102837 4.8554815 10.5676792 10.2845988 9.3923279 12.9023152 11.3933194 10.2594453 9.2594453 9.8650421 7.4198338 11.2186376 8.4531776 5.5488188 NA -0.6989977 10.3862124 7.9803727 8.4120282 6.2781725 9.0490854 3.3008998 TCGA-D6-A6EO 44 0 NA 435 head and neck stage iva t4a n0 m0 19-3-2015 male 2013 NA yes head and neck squamous cell 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7.636879 1.948377 1.462942 10.421215 9.112568 8.820504 12.541637 11.412487 2.310951 10.319067 10.864259 12.430307 9.623832 8.014469 8.809909 11.007531 10.334550 7.239056 9.223173 10.203745 10.665566 3.141024 9.566240 8.992774 7.612700 10.252160 4.498576 9.887539 10.934221 6.360192 6.882491 5.185419 8.244312 NA 7.604549 10.666056 10.862978 11.175480 9.372246 9.805472 9.761244 8.035842 7.948379 7.462952 11.120450 7.305931 7.703267 9.821384 9.029768 6.550416 13.293547 10.013699 9.494171 7.855270 9.958008 9.831895 11.216504 8.892568 NA 4.567290 3.388947 9.235062 8.678243 9.427582 8.478646 9.642862 5.710881 TCGA-D6-A6EQ 57 0 NA 368 head and neck stage iva t4a n1 m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 318.33.0 1 3 NA NA 3 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 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11.604454 14.824851 9.070292 5.694518 8.408958 7.945651 12.865713 8.066332 9.000099 10.800390 9.408958 4.299662 9.524911 7.724680 7.129734 7.402752 2.866690 10.212770 12.989269 6.451663 6.326131 NA 9.835942 1.129745 7.445638 7.889067 11.148861 10.305491 10.316261 9.873446 10.364152 NA NA 7.427414 10.492408 7.364951 4.004205 10.380032 9.831329 9.628251 13.488568 11.120311 10.139096 8.886846 9.195823 8.144684 10.964732 8.383975 2.714707 NA 3.352123 10.344757 8.704643 8.749343 7.020504 9.751786 4.352123 TCGA-D6-A6ES 50 0 NA 389 head and neck stage iva t4a n0 m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 318.33.0 1 3 NA NA 3 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 5 0 0 0 0 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7.03497059 8.34431988 NA -0.03904354 12.15360238 NA 9.56063797 10.70956644 9.77899290 8.10576449 NA 6.10120673 6.72816270 9.68006867 8.31706162 10.30522021 NA 9.88753791 NA 3.38239058 -0.00443120 -0.00470790 1.18350000 0.00221930 -0.00484610 -0.00484610 -0.00539920 -0.00539920 -0.68715000 0.63280000 0.66401000 -0.67976000 -0.67976000 -0.68387000 0.01084200 -0.67765000 3.65690000 0.63244000 -0.00221680 -0.00456950 0.66456000 0.01642500 3.65690000 0.02862200 0.67957000 -0.04143100 0.02595200 0.02595200 -0.07907700 0.64653000 0.00124810 -0.01409000 -0.00443120 -0.00443120 0.00708260 -0.69287000 -0.69287000 -0.69287000 -0.02082400 0.00513590 0.00513590 0.00513590 -0.67619000 0.00221930 0.00069327 0.02104300 0.00833510 -0.00539920 0.00499690 -0.68715000 -1.29290000 -0.68031000 -0.01849000 -0.01849000 -0.67453000 -0.68212000 -0.67573000 0.00875280 -0.68924000 -0.00456950 0.00866760 0.01363200 0.02174400 0.02946600 0.02946600 -0.00387790 -0.00346270 0.03651200 -0.69342000 -0.70747000 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9.2110536 8.2403692 5.9059501 6.6047800 NA 9.2278782 13.7837120 6.7516217 4.2568597 -0.2025719 9.7013073 NA 7.4627615 8.3898825 9.3131254 10.4367663 10.2711313 8.9946422 9.5439399 NA -0.2025719 7.9420840 9.0262443 5.7281627 NA 8.0165938 9.3091782 8.3443199 14.5675732 11.6096028 8.0453529 6.7861102 9.5606380 8.7192666 6.8418197 5.5253454 0.7974281 3.4978678 3.9673531 9.6600629 8.3596679 7.5722129 7.0165944 8.7192666 NA TCGA-D6-A74Q 67 0 NA 338 head and neck stage iva t4a n0 m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA 1964 0 white not hispanic or latino 355.26.0 2 2 NA NA 2 2 1 2 3 2 4 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 0 0 0 0 0 4 1 0 4 0 0 0 4 0 0 0 0 0 0 4 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 7 0 4 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 4 0 0 0 4 0 0 0 0 0 4 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 6 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 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 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 9.706706e-06 3.671304e-06 7.7832366 NA 10.7500696 3.4873063 9.0571592 10.2493295 8.8536258 15.8423596 7.0679656 7.8014820 6.6629418 7.4580259 NA 9.2393257 9.6629423 3.8092292 12.3286433 11.2833432 -1.3201259 0.2649567 8.3238046 4.1393794 11.0625726 NA 10.2798615 10.2635016 10.6151137 -1.3201259 3.2869846 1.8498792 NA 12.6014177 4.7674112 10.5398716 6.7674112 5.9373373 12.5361796 -0.3201259 -1.3201259 2.0018743 12.2867008 8.7284355 3.2035144 11.7409822 5.6487300 11.5913406 7.9207399 6.5503128 1.0018743 NA -1.3201259 2.5868368 1.8498792 14.8904297 14.9882137 12.6408836 10.2084028 11.9495137 NA 5.3238060 2.7674217 12.7514110 2.0018743 9.2535958 11.5551220 -1.3201259 18.5038274 9.9408681 NA 7.0063777 1.2648967 11.4400448 3.2035144 10.3102157 3.8894054 2.7674217 11.4842814 10.1872478 12.6750895 10.7540901 10.4772049 NA 9.0647323 9.8548743 -0.3201259 NA 8.0850900 7.8820726 5.2035105 2.5868368 3.3238024 7.9722705 NA 9.8322335 8.2554880 12.9879321 8.0202883 10.7205808 1.4872805 3.7550585 12.8666819 6.1556825 9.5870270 6.3803883 10.5588732 8.3976250 1.2648967 8.9514118 7.5533928 10.5924638 8.4331652 11.7370942 -0.3201259 10.0013130 0.6799642 6.1797937 0.0490620 0.0623140 0.1337100 0.0448060 3.3076000 -0.0148280 0.0422560 0.7084900 -0.1143000 -0.1143000 0.4122200 -0.4937500 -0.4937500 -0.4937500 0.1220600 0.6970200 -0.2558000 0.1368200 0.1368200 0.0630280 0.0112100 -0.1328200 0.0171110 1.9632000 0.0021689 -0.0941120 -0.0454130 -0.0454130 -0.0796570 -0.2373300 -0.2245800 0.2655500 0.0623140 0.0623140 0.0305400 -0.4975000 -0.4975000 -0.4975000 -0.4975000 -0.5888600 -0.2656900 -0.2966600 -0.3073700 -0.5707200 -0.5674700 -0.5879800 -0.5905200 0.6985100 0.6985100 -0.0399860 -0.4937500 0.1220600 0.0469330 0.0469330 -0.3577600 -0.5884800 -0.2558000 0.0982300 -0.6012300 0.0226740 0.1272100 0.1032800 -0.1490500 0.0063366 0.0063366 0.0200000 -0.6307700 -0.5832700 -0.5832700 -0.0941120 -0.0941120 -0.5306600 -0.1058300 -0.1058300 -0.0710840 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9.4001929 12.2867008 2.3803970 10.2835749 10.2084028 7.3345844 7.8473668 0.6799642 8.2152238 1.4872805 8.4694823 7.8623429 10.7540901 10.4772049 10.4510254 9.8548743 10.6095769 5.2946575 NA 7.7406443 9.0679659 8.5285717 3.8092292 9.8322335 10.9234202 10.7205808 12.7290314 10.4759882 10.5648823 8.1577067 9.5870270 8.9111699 10.6696979 9.4864982 3.0018743 -1.3201259 6.6341445 9.4261018 8.8979062 9.1657781 7.6572284 10.2738066 4.8296974 TCGA-DQ-5624 43 0 NA 1778 head and neck NA tx nx NA 19-3-2015 female 2007 1149 NA head and neck squamous cell carcinoma no NA NA 01 white not hispanic or latino 145.62.0 1 3 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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0.9475540 11.4088930 10.5505922 14.4692449 9.6369997 6.9956168 8.5536807 8.8704162 12.8031664 7.6906909 8.2829744 10.3590951 8.3766420 10.8151203 10.6641178 7.4841551 8.9965249 13.8576334 2.0630542 10.4507473 9.7425414 5.9248647 8.1225097 1.5325663 10.0010575 0.3626663 9.2182687 11.2304795 10.7656336 11.6186828 10.9296270 10.7417292 11.0552371 1.8220367 2.7549302 8.8540137 11.2039894 7.7046963 3.7888840 10.8099632 11.4927095 10.6346681 11.8697968 10.5088721 9.9181694 9.8143479 9.6724561 7.7762494 10.0747187 10.1570375 -0.6373337 0.3626663 5.1040892 8.4174973 9.4938354 9.6229530 6.8584771 10.4104272 5.0208311 TCGA-DQ-5625 52 0 NA 1081 head and neck NA tx nx NA 19-3-2015 female 2008 1058 NA head and neck squamous cell carcinoma yes 33 1975 0 white not hispanic or latino 145.62.0 4 3 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 4 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.468218 1.245800 9.246764 8.757578 10.900461 12.039699 12.016764 0.982802 11.177548 10.128468 14.982437 8.824512 7.461763 8.617965 8.858079 12.006268 8.201959 8.676278 10.110011 8.347363 4.053181 10.705257 9.388783 8.236402 13.250280 1.982802 10.696693 10.471033 6.946265 6.677670 5.035901 10.476246 -1.338980 8.573752 10.899566 10.815997 11.593262 11.749320 10.671391 10.990098 1.982802 3.304715 8.884719 13.277124 4.889683 5.152715 11.007930 10.898073 10.807113 12.326199 11.018964 10.437707 9.304719 10.338979 6.597500 10.587900 9.638858 3.245830 NA -1.338980 9.950092 9.864822 10.290675 7.810610 10.332846 4.982793 TCGA-DQ-5629 64 1 941 516 head and neck NA tx nx NA 19-3-2015 male 2009 516 NA head and neck squamous cell carcinoma no 63 1959 02 white not hispanic or latino 145.62.0 2 4 NA NA 2 2 1 2 3 2 0 4 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 5 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 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 4 0 4 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4.174279 9.100028 10.730482 9.95425710 12.49169123 10.30464599 -0.07369689 11.49691842 9.63629653 14.77068837 9.52997746 7.27507970 9.26062438 9.63801807 11.80286807 9.85901616 7.99244046 9.86077910 9.49050054 9.06718076 10.92670332 9.23013191 7.08622223 12.92423624 3.17427857 10.61241388 9.77419141 6.11617551 4.88054840 4.17427857 8.78743802 NA 9.62765754 10.45773258 11.10501597 11.52533410 10.56840279 11.10905583 11.44007874 NA 8.20480049 7.96527002 9.69122269 7.07609835 5.51131306 10.70524963 11.58990924 11.36332288 11.57583187 9.44991313 11.10377064 8.35051758 10.14910373 9.11493983 9.79979530 10.88960845 2.83323420 NA 4.13580572 7.76851253 9.71180358 10.20886045 8.71588479 10.01976862 3.31866391 TCGA-DQ-5630 73 0 NA 1030 head and neck NA tx nx NA 19-3-2015 male 2009 477 NA head and neck squamous cell carcinoma no 5 1958 01 white not hispanic or latino 145.62.0 3 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 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8.48251556 10.18234072 9.46208443 7.82368250 10.09576213 5.99192540 TCGA-DQ-7588 66 1 427 NA head and neck NA tx nx NA 19-3-2015 male 2010 NA NA head and neck squamous cell carcinoma yes 45 1965 1 white not hispanic or latino 188.56.0 2 3 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.364097e-06 7.787615e-07 7.6914923 NA 9.8261709 NA 7.9481067 9.5429340 8.8977459 15.2366781 5.6914923 8.0713674 6.8429034 8.2303966 NA 9.3690095 8.9811331 -0.2392255 -1.2392255 12.2186486 -1.2392255 NA 4.2526049 9.1627007 10.3690096 4.3153416 10.9415963 10.5975941 10.5009571 NA NA 0.7607745 NA 14.4699732 2.4611880 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10.721119 NA 9.235921 4.118310 13.119337 12.166557 10.602712 10.834562 8.122699 9.296030 12.574035 11.777041 6.100606 11.842072 10.998562 9.513972 5.589844 12.213877 8.592062 10.715315 10.744817 10.433180 10.810603 13.465074 13.428033 6.468114 NA 3.760753 9.165896 10.475000 11.9683792 12.4677903 10.6661417 NA 10.9922759 12.1018565 15.1030543 9.2665664 4.8051480 9.3008829 8.1422975 10.7969283 10.4792705 8.3268088 11.1368801 9.7969283 -1.2392255 10.4758587 8.4314111 2.6676424 13.6155744 0.3457370 10.0967033 11.4196356 5.7831213 2.2201752 -1.2392255 9.6326599 NA 8.8051489 9.2129960 10.7153146 10.9539720 11.6082036 10.4707002 11.6905679 NA -1.2392255 6.9895739 8.6691473 3.8051480 3.1530757 9.8241498 11.8851992 10.6889030 13.0412355 11.2369946 9.8692792 8.6646364 9.8633866 8.0110533 10.4082132 10.0275413 NA NA -0.2392255 5.2840032 9.7768666 9.8660085 7.8322172 9.2150541 3.9702095 TCGA-DQ-7589 70 0 NA 575 head and neck NA tx nx NA 19-3-2015 male 2010 NA NA head and neck squamous cell 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11.29782626 11.38090236 11.38911660 11.59250628 0.02176397 -0.97823603 9.70546841 11.47959567 11.94577203 5.15098609 11.30883706 11.20533722 11.54893449 12.43029696 9.96128110 10.19350417 11.17651994 10.99896389 7.18157270 9.71605977 10.29141293 6.03292954 3.48113100 10.12170704 11.01505071 10.49794173 9.88898063 7.90739846 10.83588374 7.92558352 TCGA-DQ-7592 57 0 NA 299 head and neck NA tx nx NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma no 68 1967 3 american indian or alaska native not hispanic or latino 188.56.0 1 3 1 1 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.501897e-06 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10.5274409 5.2948670 6.1093125 -1.1481610 10.1321158 -1.1481610 8.7482573 10.1210517 10.9753998 12.2264211 11.5045459 10.9921157 11.6820440 3.0218528 -0.1480012 8.1670744 10.3949567 6.0417489 2.3113578 10.6989822 11.5592841 10.6373774 11.6230017 10.1163675 10.5592841 9.2907167 10.1202974 7.2269641 10.4890026 9.6760881 1.8519189 -0.1480012 2.5523525 8.6014926 9.9092398 9.2865531 7.1419436 9.9347393 4.4065163 TCGA-DQ-7593 58 0 NA 369 head and neck NA tx nx NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 20 1971 NA white NA 215.48.0 3 5 NA NA 2 4 2 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.8076856 10.2272076 10.5174468 9.9668573 11.4041801 10.5773361 5.3808229 10.0091372 10.2752065 6.9043841 10.2821197 0.8953802 10.4526672 3.0328943 9.7780380 9.9376016 11.5102888 11.4857949 11.3337710 11.4578282 11.3542116 0.5734715 -1.4266255 8.6649023 10.8925745 11.1610100 3.6609286 10.4990213 11.2414654 11.3339789 12.7463631 10.7368020 10.7493283 10.1160151 10.8112266 7.5101051 10.1523112 10.4314479 9.1687243 4.3013901 10.2872830 10.2924920 10.2542659 9.4750879 9.3149339 10.7608189 6.3548259 TCGA-DQ-7594 47 0 NA 368 head and neck NA tx nx NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 215.48.0 3 5 NA NA 2 1 3 1 1 1 0 0 3 0 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 4 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 5 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 3 0 0 0 7 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 1 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 5 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 3 0 0 0 0 0 7 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 5 0 0 0 0 0 0 0 3 7.008853e-06 3.420988e-06 9.47509482 0.72691839 10.82493401 2.98993826 10.28532257 10.53329040 9.50432165 15.30302105 7.09497180 7.12607254 4.13289759 8.09846062 2.72689659 9.53167835 9.88929329 5.63379155 10.48212335 12.30753736 NA -1.59509688 5.60464663 8.79836422 11.54644239 -1.59509688 10.41724916 11.01299759 10.56516036 0.40501208 0.98993826 2.98993826 2.10540989 14.77700563 6.53940079 11.68820690 8.39223799 7.01230384 11.97506670 3.49244288 -0.01013438 2.79728281 12.53996157 9.24417757 3.92853140 11.86286765 5.63916848 12.12457654 6.15316692 6.34161222 1.40495760 -1.59509688 0.98993826 2.10540989 1.86441399 15.19006748 15.81867239 12.54428534 8.94607053 13.03592344 -1.59509688 1.98993826 5.83123883 13.37346062 3.49244288 9.87308878 11.34968589 2.96812763 17.11710833 12.26334342 NA 7.20587338 3.40497122 11.92780051 3.44936328 9.73027924 5.15986327 5.07740111 10.46262711 9.80478573 12.90319976 11.83699368 12.06206891 -1.59509688 8.66118237 11.32178630 -0.59509688 0.40501208 9.53167835 10.35297596 6.91672623 6.80585348 -0.59509688 8.38225353 -1.59509688 10.74120143 6.92853614 13.42534613 9.67024303 10.69988169 5.75370080 4.75829785 13.43365692 7.92461004 10.67718950 11.63934220 9.09138672 10.65616034 3.57490077 11.34473664 8.98428971 11.92718751 8.02335905 11.28647020 1.98993826 11.71402377 2.10540989 6.24417733 -0.0239770 0.0613940 0.4904400 0.4052700 0.0367940 0.0367940 0.0303100 0.0303100 0.0635090 0.0635090 0.0635090 0.0072217 0.0072217 0.0072217 0.0072217 -0.4567200 -0.4567200 0.0183830 0.5470000 -0.0790770 -0.0790770 -0.0102320 -0.0034627 0.0052749 0.0052749 0.0070826 0.0140510 0.0140510 -0.0335410 0.0112610 0.0112610 0.0107030 0.0000000 0.0000000 -0.4707800 0.0115390 0.0115390 0.0115390 0.0094491 -0.0303580 0.0049969 0.0049969 0.0049969 -0.3825700 -0.3856700 -0.3999700 0.1097900 0.0303100 -0.3788700 0.0635090 0.0072217 0.0072217 -0.0282180 -0.0282180 -0.0282180 -0.4567200 -0.4567200 -0.0145030 -0.0790770 -0.0790770 0.0160060 -0.0049844 -0.0102320 0.0000000 0.0000000 -0.0034627 -0.4613100 0.0052749 0.0052749 0.0070826 -0.0062801 0.0047190 -0.0359930 -0.0359930 -0.0573950 0.000 0.000 -0.457 -0.457 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.383 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.457 -0.457 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.383 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.829665 4.335712 10.477793 6.569881 10.250464 10.783252 12.210919 11.952230 9.187153 10.778111 10.455503 11.546123 9.172331 10.971504 11.869009 12.176360 4.563433 12.903200 9.901328 11.836994 10.803985 10.934648 11.257505 12.146325 12.820385 10.763350 1.726918 2.311852 9.753149 10.429421 10.435641 11.561689 11.661014 3.262959 11.908178 9.888790 14.206883 9.357715 9.734210 9.239445 9.230728 12.430027 9.798198 9.091474 9.430805 9.249680 10.482123 11.360805 10.012766 9.818073 12.539962 4.780011 10.386898 8.946071 6.544526 9.006745 3.492443 10.196137 1.989938 9.681098 9.790836 11.836994 12.062069 11.166733 11.321786 10.879187 NA 4.513497 8.464521 11.389570 10.138836 4.212328 10.741201 11.544045 10.699882 12.499527 10.536188 10.249680 9.192876 10.677189 7.311865 9.897828 10.727184 7.335711 3.262959 10.719274 9.209428 10.577089 10.188791 7.664717 10.598191 7.108878 TCGA-DQ-7595 53 0 NA 324 head and neck NA tx nx NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 80 1971 NA white not hispanic or latino 215.48.0 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 4 4 0 4 0 0 0 0 0 7 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 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 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 4 0 4 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7.45386e-06 2.280659e-06 8.10418305 NA 10.68914546 -1.53240749 10.14219196 10.31500721 8.94024928 15.29148530 7.29092566 7.07118452 3.89381844 8.04309784 -1.53240749 9.45055186 9.04781700 4.89382329 10.37256920 11.62047695 -0.53240749 1.63747114 6.60198467 0.78952060 11.60902689 -1.53240749 10.74716893 10.86416316 11.05791147 -1.53240749 0.05255501 2.71547609 4.13998512 12.37444895 4.67701204 11.66661716 8.41884308 6.53364744 11.75021242 6.45624269 0.46759251 1.78947887 11.87681670 8.59038644 0.46759251 12.54153253 9.72593010 11.75483787 6.89382329 4.61730436 NA -1.53240749 NA 1.27488781 -0.53240749 14.53948091 14.98477283 12.23232630 9.70596305 13.10701212 NA 3.32554472 4.11141531 13.12811141 1.63747114 9.32864531 11.14593845 -1.53240749 17.33591673 10.26643508 8.73902143 5.71548708 0.46759251 12.34551344 2.37445528 10.22494840 6.04498638 2.55503080 10.85692082 9.90738929 13.34780479 11.27833080 12.72943290 -1.53240749 8.52148423 10.68218104 NA NA 9.30990876 10.61253515 1.63747114 7.90218636 -1.53240749 6.26197454 NA 10.83059800 7.13289450 12.99417984 9.28522164 10.57248461 4.57608068 1.44026124 12.97032801 2.92698619 10.23132260 8.68672672 9.52494087 9.26440905 2.37445528 10.84558218 7.23904760 12.17804196 8.27813022 11.08065713 NA 11.67380965 0.78952060 3.67701204 -0.02111000 0.00943710 0.61255000 0.00957640 0.02369400 0.02369400 0.00915860 0.01635200 0.00790560 0.00132560 0.01711200 -0.58863000 -0.58863000 -0.58863000 -0.02754600 0.00923650 0.00923650 0.00762720 0.00665340 -0.58098000 -0.58098000 -0.02330300 0.01515600 3.49110000 -0.00084348 -0.59994000 -0.00485800 -0.00485800 -0.08957800 -0.00582580 0.00771900 -0.01846000 0.00943710 0.00943710 0.00637520 -0.58922000 -0.58922000 -0.58922000 -0.58922000 -0.57329000 0.03424200 0.03424200 0.03092100 -0.58413000 -0.58413000 -0.58413000 -0.01115500 0.01635200 0.01635200 0.00790560 -0.58863000 0.00151360 -0.00172800 -0.00172800 -0.00172800 0.00665340 -0.00527280 0.00665340 -0.58098000 -0.58098000 0.01767200 0.00000000 -0.02330300 -0.01162300 -0.01162300 -0.60497000 0.01515600 -0.59357000 -0.59357000 -0.59994000 -0.03201400 0.00151360 -0.08957800 -0.08957800 -0.08957800 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 0.000 -0.605 0.000 3.285 -0.559 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.019 0.608 0.000 0.000 0.000 -0.584 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 0.000 -0.605 0.000 3.285 -0.559 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.019 0.608 0.000 0.000 0.000 -0.584 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 10.6558381 3.4675534 10.2555629 3.7529626 10.3212578 11.7656181 12.7534662 12.7765372 7.9553982 8.7690546 10.4268358 12.1851277 8.0950921 11.2052282 11.6756403 11.2409036 4.2818540 13.3478048 10.0454592 11.2783308 11.0543982 11.1669139 11.0028337 12.8015711 12.7649045 11.9410104 -0.5324075 1.4675403 9.5609759 10.4551777 11.04522323 11.89866415 11.05416364 1.27488781 11.97262553 10.57248461 14.28268944 8.72612447 8.68551622 9.51331802 9.51536396 12.85786169 9.71282583 8.76102991 10.07118466 9.63560368 10.37256920 11.58747212 9.29331208 7.00283414 11.87681670 2.78947887 10.39162854 9.70596305 5.39829564 4.73434653 4.02214584 9.21826534 NA 9.06932919 10.63152241 11.27833080 12.72943290 11.24584086 10.68218104 11.88593807 3.46755338 0.05255501 7.26197454 9.15580867 5.32554112 2.27491762 10.83059800 11.53196432 10.57248461 12.78744212 10.71311110 11.16864818 8.42175474 10.23132260 8.27813022 9.67579265 10.30518623 -0.53240749 0.46759251 10.08134788 8.49484239 10.34484247 10.32825743 7.27812975 10.74280987 6.82950203 TCGA-DQ-7596 48 0 NA 340 head and neck NA NA NA NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 215.48.0 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 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 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 4 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 8.622002e-07 1.390646e-07 9.3771457 NA 10.9921072 NA 9.9910466 10.1397351 8.3342934 14.9932997 7.5820802 7.9022039 -1.7398539 8.2374318 -0.7398539 9.7624865 9.7062012 6.9076106 11.2370740 11.1619616 -1.7398539 NA 2.9040023 6.3423005 11.0139954 NA 10.3952199 10.7585025 11.2495464 -0.1548914 1.2601461 3.6864221 NA 13.0234680 5.5455545 11.2560957 9.2516737 5.5547730 13.4285498 1.8451086 NA 2.3476090 11.5934471 9.0496855 4.3894360 12.2026664 8.1897060 11.8712920 5.3894360 6.2601518 0.2601461 -1.7398539 -1.7398539 1.4300711 0.2601461 13.2378790 13.8619285 12.4204173 9.0521287 13.1649746 NA NA 5.8070457 12.7663355 3.7195887 10.4222285 11.2253951 0.5820742 18.1237469 11.9180286 NA 6.1670427 2.8451086 11.9314718 2.3476090 10.6441261 4.3686776 6.6351914 10.8024583 9.6843182 13.0539802 10.4319542 13.0299897 1.9605858 8.6906046 11.4464209 NA -0.1548914 9.4244302 10.6127472 6.0930425 3.5820742 -1.7398539 8.7030955 NA 9.1504162 0.5820742 13.7814456 9.7254172 10.8437049 5.1670407 4.2298571 13.8052069 6.9846657 10.3760864 10.0324665 9.5097158 10.5187180 2.7195777 11.0468300 8.7866512 12.3416353 7.9396321 11.2000983 -1.7398539 11.7236763 2.2601461 6.6351914 -0.00792080 -0.00792080 0.29764000 0.31193000 -0.05772400 -0.05772400 0.00000000 0.00000000 0.01474900 0.01474900 0.03242200 0.01195800 0.01195800 0.00097064 0.00097064 -0.11809000 -0.11809000 -0.01528200 0.00833510 -0.40385000 -0.40385000 -0.00166290 -0.05023500 -0.00083160 -0.00083160 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0.000 0.180 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5820800 NA 9.3882365 6.1305170 9.6535423 10.6599559 13.2767861 11.9790058 8.1805049 10.1659150 10.5243012 10.4406827 9.4889706 10.7580037 12.6891663 11.8787668 5.0916491 13.0539802 9.7709161 10.4319542 10.4044915 10.6687470 11.1487049 12.7043670 12.4541392 11.4696052 -0.7398539 0.2601461 9.4288241 10.5196010 11.3247263 10.7172762 11.6408835 2.3476090 11.7295393 9.9540744 14.5956790 8.2921978 8.5820799 7.9094083 9.5409227 12.3906420 9.9809647 9.2509649 9.5815164 8.5707646 11.2370740 10.6811648 10.3683496 9.4009817 11.5934471 4.6177040 9.5854574 9.0521287 6.2990706 7.8600646 -1.7398539 10.2605041 1.2601461 9.5616480 9.3376353 10.4319542 13.0299897 11.5974950 11.4464209 10.8938283 -0.1548914 3.9605951 8.7454679 10.2324137 9.1473726 3.0150336 9.1504162 11.1666667 10.8437049 12.6401394 10.8963233 10.3292659 8.7449747 10.3760864 7.0049856 9.8697923 10.3585131 7.7639778 2.6709083 11.8570404 9.2196177 10.7300481 9.6033376 7.8637780 10.2870211 6.3316139 TCGA-F7-7848 47 0 NA 1131 head and neck stage iva t4a n1 m0 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 20 1985 1 white not hispanic or latino 190.57.0 1 2 NA NA 2 2 1 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6.953228e-06 2.670039e-06 8.8165891 NA 10.4421387 2.1548100 9.7221335 10.2289525 9.6946161 14.0842236 7.9643114 7.7817367 4.1244357 8.5182157 0.1548424 9.1854783 7.6757574 4.8366362 7.3479260 10.7208651 NA 0.5698799 6.3512078 8.0875180 11.9520673 1.1548424 10.3309842 10.8511991 11.1971544 0.1548424 0.1548424 4.2977710 NA 14.7870300 5.3772036 11.9653827 9.6705109 5.3380321 11.9403998 2.9621603 -0.4301201 2.0292762 13.0500708 9.3247361 1.8917691 12.7348340 9.1574293 12.6478325 6.2772074 5.8177767 1.3771793 NA 0.1548424 1.1548424 0.1548424 12.9616272 13.1663132 12.3911243 8.7068396 13.2248202 NA 3.6142387 6.1697607 12.8239176 3.3247386 9.7303502 10.7793019 1.7122436 17.0643448 11.4338412 0.1548424 6.6731366 2.8917691 12.1666207 6.0374547 10.0501339 5.3512078 3.0934081 9.4827380 10.2776390 13.4761605 10.6718243 11.6606226 -1.4301201 8.7195955 10.4710926 NA NA 9.3429878 10.9263005 2.1548100 6.2137050 1.5698313 6.1845580 NA 10.9091418 8.4074764 12.7003387 9.6936272 11.0647042 4.0934081 2.9281050 12.7734260 4.0934081 10.0787278 9.3948074 10.2184758 10.7811285 2.1548100 10.5821239 8.8861300 11.9357609 8.1863975 12.0790050 -0.4301201 11.1017174 1.5698313 5.5240449 0.0000000 0.0000000 0.0423070 0.0258120 0.0703860 0.0703860 0.5112400 0.0666580 -0.5365200 0.5987800 0.6062900 -0.5233800 -0.5233800 -0.5289000 -0.5289000 -0.5248100 3.6569000 0.9726000 -0.5242000 -0.4990200 -0.5280800 0.2225300 0.0116790 0.0550880 -0.5229700 -0.3349100 -0.2797700 -0.0132640 0.2205200 0.0374210 0.0781500 0.0593660 0.0000000 0.0000000 0.0000000 -0.5213300 -0.5213300 -0.5213300 -0.5213300 -0.0350020 0.0221640 0.0221640 0.0221640 -0.5143400 -0.5143400 -0.5342000 0.0546600 0.0666580 0.0666580 -0.5503400 -0.5289000 -0.5289000 0.5848800 0.0512450 0.0512450 -0.5248100 -0.5170200 -0.5548700 -0.5282500 -0.5282500 -0.6921500 0.2810500 0.1816000 0.0532370 0.0532370 -0.0073339 -0.0089906 -0.4875400 -0.5066700 -0.3276200 -0.0657160 0.0429300 -0.1506700 -0.1506700 -0.1506700 0.534 0.000 -0.535 -0.535 0.955 -0.524 -0.499 -0.050 0.182 0.000 0.000 0.000 0.000 -0.488 -0.488 -0.262 0.000 0.000 0.000 -0.267 0.000 0.000 0.000 0.000 0.000 -0.521 0.000 0.000 0.000 0.000 -0.514 0.000 0.000 0.000 0.000 0.062 0.599 -0.529 -0.529 -0.151 -0.151 0.534 0.000 -0.535 -0.535 0.955 -0.524 -0.499 -0.050 0.182 0.000 0.000 0.000 0.000 -0.488 -0.488 -0.262 0.000 0.000 0.000 -0.267 0.000 0.000 0.000 0.000 0.000 -0.521 0.000 0.000 0.000 0.000 -0.514 0.000 0.000 0.000 0.000 0.062 0.599 -0.529 -0.529 -0.151 -0.151 10.737580 1.154842 9.852028 4.909696 11.836342 12.531835 12.426274 12.118550 9.343812 9.398778 12.092920 12.340925 7.857561 11.902025 11.912201 10.162306 4.039735 13.476160 10.589787 10.671824 10.411020 11.243820 10.587005 12.677936 12.045962 10.954093 NA 2.962160 9.213705 9.970728 10.6379551 12.1434957 10.5835202 0.8918080 12.1587974 10.9224438 15.0100033 8.0169319 8.1320910 10.2249320 9.8183692 11.1973825 9.5999708 8.8815970 9.6251309 9.9508507 7.3479260 11.8051149 8.7081203 9.5880488 13.0500708 3.6573084 10.6091104 8.7068396 6.5471290 8.2209002 0.1548424 9.3454589 -0.4301201 9.1501072 9.7214995 10.6718243 11.6606226 11.7599819 10.4710926 11.2256029 NA -0.4301201 8.3228980 9.9007654 8.9685922 4.2137050 10.9091418 11.2438201 11.0647042 12.6518312 10.4188627 9.9240980 9.2182062 10.0787278 7.7472679 10.3011676 10.9903352 5.5698495 1.1548424 8.4090523 9.2522375 10.5291261 10.8192583 7.3900279 11.3597897 5.7297186 TCGA-F7-8298 58 0 NA 490 head and neck stage i t1 n0 m0 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 26 1985 0 white not hispanic or latino 241.45.0 1 3 NA NA 1 3 1 2 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6829673 NA 10.8453477 2.3752063 9.1200310 10.7835270 8.5943657 15.4302254 7.1825523 8.5773212 7.1825523 7.6136016 -0.6248215 8.6183712 8.9317031 3.4626544 -0.6248215 10.5051242 0.9601410 1.3751785 8.9545130 12.5064111 11.4814330 1.3751785 9.7696599 10.6290447 10.1953761 NA 1.6971066 3.6231294 NA 13.8808227 4.6231236 10.7856485 7.0405330 6.2940601 11.7728719 2.8346303 NA 0.3751785 14.2917299 8.8098254 NA 11.3250240 7.3860332 12.2312336 7.1889785 6.2331787 1.9601781 0.9601410 -0.6248215 0.9601410 2.5451282 15.2588429 15.4111641 12.3553368 9.7524077 12.8253775 -0.6248215 NA 3.1825493 14.2886009 3.0756353 8.9046277 10.6999403 -0.6248215 17.8915205 10.0791009 0.3751785 5.7845877 2.1825652 11.7927861 4.2331748 10.7310989 5.5249444 3.6231294 10.8610266 9.7675146 11.8986783 11.8678015 12.0855732 NA 8.9393468 11.0542374 NA NA 8.8810087 9.5600726 8.3029752 4.5451220 NA 8.7480623 NA 11.0721648 -0.6248215 12.9849531 7.1037976 11.4905661 4.1300825 1.8450685 12.8445847 5.9297863 10.6899504 8.8428029 9.9204127 10.9741802 2.5451282 7.8630371 9.5834316 11.6481186 8.0369753 12.4705943 -0.6248215 8.7172720 0.9601410 4.1825493 0.03679400 0.00833510 0.15666000 0.08103300 -0.01078400 -0.01078400 0.41714000 0.41714000 -0.47695000 0.53116000 0.53116000 -0.00691950 -0.00691950 0.80325000 -0.01890200 -0.43463000 3.41400000 -0.06678800 -0.01906400 -0.02013800 0.00055459 -0.00207840 0.25090000 0.58041000 0.00208050 0.13324000 -0.14888000 2.41470000 0.01349200 0.37209000 0.25965000 0.25965000 0.03679400 0.00833510 0.01936300 -0.40207000 -0.40207000 -0.40207000 -0.40207000 -0.47607000 0.00180300 -0.01271300 -0.45469000 0.08103300 0.08103300 0.08103300 -0.01078400 0.41714000 0.38816000 -0.51548000 -0.91597000 -0.00443120 -0.00443120 -0.00443120 -0.00443120 -0.43463000 -0.45361000 -0.01906400 -0.02013800 -0.02013800 0.00000000 0.00000000 -0.00207840 -0.00124730 -0.00124730 0.27222000 -0.06786000 0.01992300 0.84002000 0.13324000 0.26624000 -0.53591000 0.02988800 0.02988800 -0.01220900 0.000 0.000 -0.435 -0.454 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.272 0.000 0.000 0.000 0.133 0.133 0.260 0.260 -0.149 0.000 0.000 0.000 0.000 0.000 -0.402 0.149 -0.463 0.000 0.000 0.000 0.000 0.000 0.417 0.417 -0.472 0.059 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 -0.454 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.272 0.000 0.000 0.000 0.133 0.133 0.260 0.260 -0.149 0.000 0.000 0.000 0.000 0.000 -0.402 0.149 -0.463 0.000 0.000 0.000 0.000 0.000 0.417 0.417 -0.472 0.059 0.000 0.000 0.000 0.000 10.9104726 NA 9.9555594 7.7888253 12.2788908 11.9662310 10.0045539 12.1503960 9.1048181 9.2206874 9.9249818 12.3312103 8.0009059 10.7835270 9.5185804 9.9143560 5.2030171 11.8986783 9.5173042 11.8678015 11.0063743 10.5363291 10.3954827 12.9072390 12.4845382 7.5451220 0.3751785 5.3293927 9.7217110 9.3836259 11.4752025 11.8506774 11.0040984 NA 11.9457645 10.3688433 14.8623451 9.8700529 6.0894431 8.8014620 8.4758595 12.0311751 10.4374998 9.0825562 9.2175475 8.6443239 -0.6248215 10.7299976 9.3029752 7.7105874 14.2917299 -0.6248215 10.0181515 9.7524077 5.6789789 5.2080880 -0.6248215 10.1014154 -0.6248215 9.5147486 10.1417262 11.8678015 12.0855732 11.1913809 11.0542374 10.7200479 NA NA 7.9623373 10.7904108 5.7502367 3.1825493 11.0721648 11.6127060 11.4905661 12.8293680 10.5742560 9.3822246 9.1809410 10.6899504 8.4837219 10.5312803 10.4526806 NA 1.3751785 5.7327495 9.0887212 9.9355300 9.6835363 5.6040150 9.7856486 6.3524778 TCGA-F7-8489 48 0 NA 658 head and neck stage ii t2 n0 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 300 1992 NA white not hispanic or latino 241.45.0 3 1 NA NA 2 3 2 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 4 0 0 3.142859e-06 1.168142e-06 11.4543157 NA 10.4269987 2.4120498 9.7036027 10.2093495 8.6704835 16.3965756 6.4120481 7.9180803 6.1728615 8.1217065 NA 9.3701176 8.9145487 6.9700438 6.0750127 11.1463816 -0.7577939 NA 7.6515146 9.7449551 11.1055353 3.1490154 10.2810424 10.1278197 10.5481851 -0.7577939 NA 3.4900566 NA 14.6484280 5.1001030 11.5696760 7.8043660 5.0234816 11.1908556 2.9425708 NA 1.2421452 13.1939544 9.5112500 3.4120498 11.9778909 3.4900566 12.5654596 5.0494783 6.1247665 -0.7577939 NA NA 0.2420842 -0.7577939 15.3599693 16.9547684 12.1576293 10.8595908 12.7999460 2.0494914 NA 3.8270873 14.1185444 2.4120498 9.4381107 11.0094802 2.6385604 19.2024039 11.7894999 NA 6.4515771 0.8270873 11.3454111 5.1247665 9.8814641 7.1429903 3.0494739 10.9408280 9.8778415 12.3205994 11.8287286 11.5332941 NA 8.1875673 11.3092215 NA 1.5640367 9.3109015 10.4787355 5.6344393 2.5640611 NA 9.6923036 2.5640611 11.2782969 6.0494783 12.6066684 9.8888171 10.9555098 5.2644914 4.1179028 13.1243843 7.3765500 9.6355137 6.4220328 10.1356676 11.2547479 1.5640367 10.7894999 8.8949684 11.6881728 8.3055182 12.3983645 0.2420842 12.2201187 1.2421452 4.7967120 0.00374650 0.00374650 0.37677000 0.00995490 -0.01381500 -0.01381500 -0.11797000 -0.11797000 -0.23398000 0.24202000 0.24202000 0.01698500 0.01698500 0.01698500 0.01698500 0.01175400 0.01175400 -0.00027724 -0.00027724 -0.00705760 -0.00705760 -0.09485600 -0.03176800 -0.12570000 -0.12570000 -0.02329200 0.01894300 0.01894300 0.08088900 -0.10289000 -0.10289000 -0.10289000 0.00374650 0.00374650 0.00374650 -0.22655000 -0.12161000 -0.12161000 -0.12161000 0.01335300 0.01335300 0.01335300 -0.10396000 0.00995490 0.00995490 0.01936300 -0.01381500 -0.11797000 -0.23356000 -0.23398000 0.01698500 0.01698500 -0.18147000 -0.01600400 -0.01600400 0.01175400 0.01175400 0.01658600 -0.00705760 -0.00705760 0.01740400 0.01740400 -0.09485600 0.01992300 0.01992300 -0.03176800 0.02747400 -0.12570000 -0.11521000 -0.02329200 -0.02329200 -0.09723200 -0.14824000 -0.14824000 0.06716200 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 -0.126 0.000 0.000 -0.103 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.253 0.253 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.118 0.008 0.242 0.000 0.000 -0.148 0.000 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 -0.126 0.000 0.000 -0.103 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.253 0.253 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.118 0.008 0.242 0.000 0.000 -0.148 0.000 11.2738246 NA 9.7115718 8.3295860 11.4721438 11.6067997 12.2717557 11.8259113 8.2755463 9.9759861 11.6130831 12.1178727 8.9056815 10.8471398 12.9731241 10.5361697 4.6171633 12.3205994 9.9691929 11.8287286 10.5629239 10.2899288 11.3209413 12.6999197 12.1609866 9.2603235 -0.7577939 0.2420842 9.8186077 9.5413313 11.1665648 12.0094802 11.6512491 0.8270873 11.4260688 10.5825298 14.9373497 10.6829925 6.9835899 8.5930624 8.9216035 12.7254353 8.6424478 7.8494539 10.5797453 8.8714799 6.0750127 10.9615121 8.4661250 9.6462005 13.1939544 3.2421299 10.2554460 10.8595908 5.5275270 8.2919718 -0.7577939 9.7188695 0.8270873 9.4936057 10.5083243 11.8287286 11.5332941 10.7499180 11.3092215 11.2089892 4.9970123 5.5275270 7.8319241 10.6360501 8.5775138 4.0494739 11.2782969 11.4451654 10.9555098 11.5513154 9.8787480 10.2554460 9.5886371 9.6355137 7.0876135 10.5413314 9.9759861 5.5275270 0.8270873 6.6515139 9.7170257 9.6736209 9.9606562 7.3401554 9.7909453 5.3082116 TCGA-F7-A50G 66 0 NA 616 head and neck stage iii t3 n1 m0 19-3-2015 male 2012 NA NA head and neck squamous cell carcinoma yes 27 1977 1 white not hispanic or latino 273.36.0 4 3 NA NA 3 1 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2.280659e-06 8.065744e-07 8.5668722 NA 10.6693493 2.3147255 9.5763052 10.0688778 9.2454700 16.6823218 7.1278014 8.2269564 4.5371221 7.5794359 3.1448132 9.0591927 10.6276156 7.2945546 3.5371221 12.3942174 0.1448295 NA 6.3639753 8.9046957 11.7001157 0.1448295 10.4588243 10.5689739 10.5252687 -0.8551705 -0.8551705 2.7297703 NA 14.1643549 6.9327096 10.5600212 9.2715121 5.1891999 12.2853179 1.4667576 NA 1.1448295 12.1992423 9.8820550 0.7297920 12.6307627 11.2807221 12.4677216 7.5154949 9.1048094 NA NA NA -0.8551705 0.1448295 15.1589807 16.2189450 12.0616275 10.5510126 12.1055336 NA NA 4.3927364 12.8068083 2.7297703 9.1532361 10.7696031 1.1448295 19.3589666 11.5877511 NA 6.3832118 -0.8551705 11.5804779 8.3808216 10.1220876 3.9521658 3.6042374 11.1356207 9.4701130 12.4322314 11.7165602 12.2456342 NA 8.1588283 10.9780930 NA NA 9.5456870 10.2262910 5.7595181 1.1448295 NA 7.2375647 -0.8551705 11.8061404 NA 12.8025726 10.2162498 10.8705998 3.6683688 2.5288463 13.2434977 4.6042374 9.9473240 11.1177874 9.8825789 11.2322704 0.7297920 8.9649865 9.0228585 11.5520754 8.2945546 12.6682470 NA 11.9723488 1.7297485 4.9261655 0.0151680 0.0272160 0.3494100 -0.3077800 0.0314360 0.0314360 0.0183830 -0.2962700 0.0000000 0.3063300 0.0177290 0.9723400 0.9723400 0.9787400 0.0127950 -0.0139530 -0.0542860 -0.3210000 0.0087600 -0.3059200 -0.3132900 -0.0051227 -0.3240300 0.0217440 -0.3067400 -0.3295900 0.0199230 0.0067789 0.6771500 0.0183830 0.0183830 0.0183830 0.0151680 0.0151680 -0.3048700 -0.3078000 -0.3078000 -0.3078000 -0.3078000 -0.3003900 -0.6286500 0.0084743 -0.2877400 -0.6397200 0.0287630 -0.3031000 0.0242680 -0.3101400 -0.3101400 -0.3011000 -0.9260000 0.0127950 -0.3112000 -0.3126600 0.0185230 -0.3121300 -0.3046300 0.0122370 -0.3170400 -0.3059200 0.0202030 0.0274970 -0.0085766 0.0175440 0.0157270 0.0279190 -0.3240300 -0.3067400 -0.6689200 -0.3295900 -0.0116110 -0.3068600 -0.1522100 -0.1522100 -0.1522100 -0.311 0.000 0.000 -0.291 0.000 0.000 -0.306 0.000 0.000 -0.323 0.000 -0.330 -0.324 0.000 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 -0.307 -0.327 0.000 0.000 -0.308 0.042 -0.296 -0.296 -0.303 -0.303 0.000 -0.291 -0.296 -0.296 0.000 0.000 0.000 0.000 -0.152 -0.152 -0.311 0.000 0.000 -0.291 0.000 0.000 -0.306 0.000 0.000 -0.323 0.000 -0.330 -0.324 0.000 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 -0.307 -0.327 0.000 0.000 -0.308 0.042 -0.296 -0.296 -0.303 -0.303 0.000 -0.291 -0.296 -0.296 0.000 0.000 0.000 0.000 -0.152 -0.152 10.6979569 NA 9.9649786 8.9745305 10.3141062 10.6516110 11.7967562 11.5843788 8.5918907 10.7516754 11.1570829 11.4678623 10.2624507 10.4180204 12.3092432 10.7549096 5.3157329 12.4322314 9.6664079 11.7165602 10.2494063 9.9432793 10.8243625 13.0642957 12.5304004 9.2135859 -0.8551705 3.8452492 9.6781372 9.6042393 10.5929239 11.6288752 12.3688093 1.9521472 11.3115984 9.9745303 14.3649542 10.6291270 6.6205410 8.8556142 8.2296158 13.4309321 8.5023596 8.5456870 9.6326376 8.0814456 3.5371221 10.9569849 9.3309218 8.2996257 12.1992423 1.7297485 10.1637033 10.5510126 4.9521611 6.8313085 -0.8551705 10.4069025 NA 9.0843867 7.9162969 11.7165602 12.2456342 11.4562721 10.9780930 10.8034654 4.3542617 6.0990048 7.2945546 10.3855990 6.2740902 2.1447969 11.8061404 11.1792627 10.8705998 12.4216590 10.4785220 10.2507161 8.7976524 9.9473240 5.8996953 10.6240826 9.9665816 4.1891999 -0.8551705 5.0274505 9.8672139 10.2970925 10.0931748 7.0027891 9.8607696 5.3346326 TCGA-F7-A50I 72 0 NA 92 head and neck stage iva t4a n0 m0 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes .9 1980 NA white NA 301.35.0 1 4 NA NA 2 3 1 3 2 2 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 1 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 1 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 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 5 0 0 0 1 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 4 0 0 4.370754e-06 1.352852e-06 10.9273641 NA 10.6792124 1.0529027 8.7087239 9.9777075 9.1332684 16.4315962 7.2944811 7.9757270 5.7158604 7.8773234 1.0529027 9.2655940 9.5855755 4.0528940 8.8773234 11.8529859 NA -0.5319902 8.3039830 5.7533344 10.2801098 5.1958515 10.3063485 9.8088952 10.9191436 NA 2.4697297 2.7898544 2.7898544 12.8939351 3.3748169 10.7988493 6.7898609 4.9597841 13.0911281 3.9914901 2.2752753 1.0529027 12.1659859 8.8210794 -0.5319902 12.0356509 4.3569185 11.6004322 8.3290195 6.5553959 0.4679055 NA NA 1.4679576 4.9273655 15.7376233 16.0363054 12.3977456 9.8910483 12.2313523 NA NA 3.6378537 13.8237653 3.1683693 8.8688118 10.4903003 NA 18.6076611 11.8492050 NA 6.8077825 2.2752753 11.4784606 3.7158604 11.2635663 5.3748239 3.6378537 12.1731328 9.7134852 11.5051156 9.8516368 10.2169638 -0.5319902 8.8254845 10.6252793 NA 2.0529027 8.7463820 8.8752001 5.5972153 5.5972153 6.4104463 5.5972153 -0.5319902 10.7745638 NA 12.8649385 9.8818987 9.7648487 2.6378652 3.2012888 12.9271079 5.7898596 9.9885511 11.7495727 10.1904241 10.8022057 1.4679576 10.1108866 9.4693406 11.1817485 8.1474125 12.6287493 NA 9.8815603 -0.5319902 5.6773870 0.0016642 -0.0096142 0.3870000 0.0155870 0.0878240 0.0878240 0.1041000 0.1041000 -0.4170700 0.9618500 0.9643200 -0.1748700 -0.1748700 0.6568400 -0.1847100 -0.4005200 0.4127900 0.0055529 0.0077783 -0.3688400 -0.3770700 -0.1919900 0.0185230 -0.1053900 -0.1053900 -0.2664900 0.0263890 0.0051015 -0.0995780 0.0758390 -0.6046800 0.1471200 0.0016642 0.0016642 0.0062481 -0.3999700 -0.3999700 -0.3999700 -0.3999700 -0.0037931 -0.0037931 -0.0037931 -0.1958700 0.0155870 -0.4010800 0.0037465 -0.2203300 0.1041000 0.1041000 -0.4170700 -0.1748700 -0.1847100 -0.4072300 -0.4046200 0.0063871 -0.4005200 -0.3994100 -0.0123730 -0.3688400 -0.3688400 0.5371300 0.5371300 -0.1951700 -0.1838300 -0.1838300 0.4675900 -0.4557800 -0.1053900 -0.3869800 -0.2664900 0.3188300 -0.1946200 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10.294481 8.877323 10.944679 8.178739 8.122569 12.165986 3.052903 10.759103 9.891048 6.687101 7.007091 2.275275 9.755645 NA 8.528628 10.697953 9.851637 10.216964 9.506851 10.625279 10.652808 4.894197 NA 8.655285 9.670056 6.877323 4.168369 10.774564 11.545082 9.764849 13.032677 10.925826 10.130601 8.687101 9.988551 7.734719 9.970764 9.926821 1.052903 1.467958 9.516419 9.384693 8.612591 9.519141 7.319681 9.906724 4.991495 TCGA-F7-A50J 67 0 NA 585 head and neck stage iii t3 n0 m0 19-3-2015 female 2011 NA NA head and neck squamous cell carcinoma yes 25.5 1960 0 white not hispanic or latino 301.35.0 1 3 NA NA 3 1 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 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 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 1 0 0 0 0 4 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 3.699117e-06 1.557523e-06 9.2828811 -0.5829441 10.1382470 1.0020904 8.9736537 10.7339950 8.9793903 16.2074963 6.9870036 7.7117688 5.8094659 7.8008520 NA 8.9009637 9.2050503 4.3713428 10.6909434 11.3244140 -0.5829441 0.4171639 7.9169937 10.9587284 10.4865975 5.7921864 11.1857457 10.2460776 9.9917414 -0.5829441 0.4171639 1.7390704 NA 13.0603275 5.4615417 10.3872536 8.0244782 5.3240401 12.5759152 1.0020904 NA 1.4171639 12.2992176 8.7746998 0.4171639 11.2925132 5.3233160 10.9674136 5.6839350 5.2245034 NA NA NA 1.4171639 1.4171639 15.1128646 15.7327936 12.3680681 12.5523761 11.9194824 NA NA 1.7390704 13.6411495 1.7390704 9.9572758 11.1728699 NA 19.5566966 10.7140640 4.4171504 5.7921864 0.4171639 11.2265140 5.6069722 10.6603218 6.9090014 4.3713428 12.1884309 9.3149933 11.5738629 10.0189186 11.0272499 2.0021264 8.5820546 10.5573385 NA NA 9.0628063 9.0465044 6.7209282 NA NA 5.0318583 NA 10.5308900 NA 13.4785190 10.3066137 10.8872982 2.4171369 3.0224033 12.8999557 5.0610028 9.7322974 10.5425612 9.9424434 10.0601020 1.0020904 9.7447005 8.0931048 12.3491779 8.2657707 12.5310527 NA 11.7086063 NA 2.4171369 -0.1882600 -0.1882600 0.4756000 0.7007900 0.0034398 0.0034398 3.6569000 0.4617400 0.4586000 0.4586000 0.4586000 -0.0593100 -0.0323680 -0.0323680 -0.0683670 0.6836200 0.6836200 0.1342600 0.1461900 0.1291500 0.6987300 -0.0590280 0.0185790 -0.0828290 -0.0828290 -0.1160300 0.7567700 0.7332500 0.0730850 -0.0744390 -0.0744390 -0.0744390 -0.1882600 -0.1882600 -0.1882600 -0.3618400 -0.3618400 -0.3618400 -0.3618400 -0.0891970 -0.1086800 -0.1086800 -0.1086800 0.1754000 0.1754000 0.1512000 0.0034398 -0.0891970 -0.0891970 -0.1972500 -0.0323680 -0.0323680 -0.0919760 -0.0869580 -0.0869580 0.6836200 0.1870400 0.1461900 0.1291500 0.1291500 0.1531000 0.1770600 -0.0590280 0.1760200 0.1855200 0.0185790 0.0185790 -0.0828290 -0.0828290 -0.1160300 0.2047000 -0.1764100 0.0730850 0.0730850 0.0730850 0.000 0.000 0.684 0.684 0.146 0.146 0.129 0.177 0.000 0.176 0.176 -0.105 0.000 0.000 0.000 0.205 0.205 0.000 0.000 0.733 0.733 -0.176 -0.101 -0.188 -0.188 -0.362 0.476 0.000 0.000 0.701 0.175 0.000 0.000 0.000 0.000 -0.109 0.350 0.000 0.000 0.000 0.000 0.000 0.000 0.684 0.684 0.146 0.146 0.129 0.177 0.000 0.176 0.176 -0.105 0.000 0.000 0.000 0.205 0.205 0.000 0.000 0.733 0.733 -0.176 -0.101 -0.188 -0.188 -0.362 0.476 0.000 0.000 0.701 0.175 0.000 0.000 0.000 0.000 -0.109 0.350 0.000 0.000 0.000 0.000 10.269677 NA 8.209255 7.445054 12.184712 14.268324 11.247267 11.207496 8.707167 9.743577 10.638131 11.064606 7.956306 10.493963 12.174538 10.049234 5.077645 11.573863 8.800852 10.018919 9.960180 9.774700 11.297879 13.117396 12.668334 8.732297 NA 4.275126 8.862162 10.448504 10.4832370 11.6226356 10.8105382 NA 10.7379483 9.8116105 14.8376321 9.1535498 5.8928816 8.4115012 7.9367840 12.2379251 8.5449617 8.5770190 10.9707626 8.9446248 10.6909434 10.6211074 8.6119045 7.4886098 12.2992176 1.4171639 10.4276759 12.5523761 4.9407118 6.7209282 -0.5829441 10.6088239 -0.5829441 9.1450683 9.7536543 10.0189186 11.0272499 11.0396572 10.5573385 11.5059360 3.5046077 NA 7.8888230 9.6543577 7.2115632 2.8765857 10.5308900 11.3749753 10.8872982 12.3807664 10.7614437 10.6698132 8.5668950 9.7322974 7.7658762 10.0922226 9.4601751 3.2245034 NA 5.3713428 8.6598454 9.4751394 9.2180476 6.6839350 9.9397294 4.4615417 TCGA-F7-A61S 62 0 NA 576 head and neck stage iii t3 n0 m0 19-3-2015 male 2012 NA NA head and neck squamous cell carcinoma yes 11 1989 0 white not hispanic or latino 301.35.0 4 3 NA NA 3 3 2 3 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.475349e-06 8.900131e-07 9.0426755 NA 10.1051624 NA 8.5063528 10.7538682 8.5973408 16.8698181 6.2531989 8.3696314 6.7350672 7.9304925 NA 9.6932796 9.4720326 2.7171445 8.1265362 11.5735706 NA NA 3.7171445 4.6046703 10.3384644 5.4826805 10.8920708 9.6466995 10.1551052 -0.6047178 NA 2.2025744 NA 12.8563127 6.8709503 10.3952170 7.4666793 3.8546440 11.6698863 -0.6047178 -0.6047178 3.0956544 12.1459240 8.4906139 1.3952274 11.2843407 7.7614083 10.9740614 5.7875343 6.2153952 NA -0.6047178 NA 1.3952274 1.7171664 16.9070237 17.5232524 12.3757136 11.6846596 11.7837725 0.3951725 NA 0.9801716 13.5721693 1.3952274 8.5525638 10.5875099 3.7171445 18.9584766 11.0480620 NA 6.5347682 0.3951725 11.0676423 5.8546490 11.0702919 5.0956586 1.9801716 12.3309345 9.6537830 11.6344963 10.0354620 11.0122252 NA 8.1831197 10.5354077 NA -0.6047178 8.4036456 9.4134172 7.3839021 2.9801716 1.9801716 7.5850414 NA 10.7069653 NA 13.0468293 10.0696035 10.8870701 2.8546540 3.6015420 12.6219302 6.3259548 9.8508422 8.2870008 9.9056450 10.3252150 1.9801716 10.3207714 8.9650726 11.0071640 8.3347962 11.6666800 NA 10.5167505 NA 3.3952136 -0.00124730 -0.00124730 0.49303000 0.24442000 0.00597000 0.00597000 0.23163000 0.23163000 -0.26264000 0.40394000 0.40394000 0.22653000 0.22653000 0.22653000 0.22653000 -0.00581400 -0.00581400 0.21745000 0.15472000 -0.00910300 -0.00622860 -0.24168000 0.00034956 0.00499690 0.00499690 -0.04955900 0.87069000 0.87069000 0.05010800 -0.01285100 -0.10815000 -0.10815000 -0.00124730 -0.00124730 -0.00124730 -0.48165000 -0.48165000 -0.48165000 -0.48165000 0.22382000 -0.15769000 -0.15769000 -0.15769000 0.24442000 0.24442000 0.24575000 0.00597000 0.23163000 0.23163000 -0.56604000 0.22653000 0.22653000 -0.02356600 0.01768400 0.01768400 -0.00581400 -0.00581400 0.15472000 -0.00821560 -0.00821560 -0.05374600 0.00000000 -0.24168000 -0.02644100 -0.02644100 -0.02835500 -0.01393100 0.00499690 0.00499690 -0.04955900 -0.04317400 -0.08226900 0.05565800 0.05565800 0.05010800 0.000 0.000 0.000 0.000 0.212 0.212 0.000 0.000 -0.242 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.871 0.871 0.000 0.000 0.000 0.000 -0.482 0.000 -0.158 -0.158 0.244 0.244 0.000 0.000 0.232 0.232 0.141 0.404 0.227 0.227 0.000 0.000 0.000 0.000 0.000 0.000 0.212 0.212 0.000 0.000 -0.242 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.871 0.871 0.000 0.000 0.000 0.000 -0.482 0.000 -0.158 -0.158 0.244 0.244 0.000 0.000 0.232 0.232 0.141 0.404 0.227 0.227 0.000 0.000 10.7041248 NA 8.4634847 7.7702562 11.1320417 10.2915191 9.7971631 11.3292764 7.1831192 9.4906141 10.0117658 10.2209709 8.6736663 10.3987349 10.8850649 9.8391965 3.9118641 11.6344963 9.2531979 10.0354620 10.2073944 9.7294902 10.8251467 12.8737124 13.0178408 8.7193974 0.9801716 3.3952136 9.3523191 9.4491429 10.6858118 11.9860379 10.8423002 -0.6047178 10.5443290 10.9314642 14.4220400 9.0939217 6.4064448 8.0569953 7.8749973 11.2461851 8.6331678 8.6071054 10.7751368 9.5115609 8.1265362 9.7810793 8.8749973 7.4286399 12.1459240 0.9801716 10.1617459 11.6846596 6.3140802 7.1163159 -0.6047178 10.4619789 0.3951725 9.0336529 9.2469660 10.0354620 11.0122252 10.9712289 10.5354077 10.7664492 NA NA 7.7615393 9.8225299 6.9421110 3.5651463 10.7069653 11.2485265 10.8870701 12.4752017 11.0565497 10.5386002 9.8890724 9.8508422 7.0676419 10.3289077 9.3581129 4.9187774 NA 5.5037399 9.5858196 9.3537697 9.2375673 5.9951295 9.8597627 3.5651463 TCGA-F7-A61V 54 0 NA 384 head and neck stage ii t2 n0 m0 19-3-2015 male 2012 NA NA head and neck squamous cell carcinoma yes 38 1974 0 white not hispanic or latino 301.35.0 3 2 NA NA 1 2 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2.983213e-06 7.97836e-07 7.4983961 NA 10.4532831 0.1017845 9.5196441 10.0041668 8.9519785 15.7620662 6.7091224 7.7564276 2.9091394 8.4192043 NA 8.7329689 9.5835911 5.1678797 7.7017043 13.2963946 NA NA 6.0325285 8.3568204 10.7256732 NA 10.3773342 10.7178810 10.9283401 NA NA -0.8980810 NA 14.4125109 4.6867526 10.5000009 10.3002367 6.3112452 11.5122430 2.8022346 -0.8980810 -0.8980810 12.2192724 8.6155193 1.4237395 11.3989945 7.5108433 10.9605497 6.3779167 5.1678797 2.4237126 NA 0.1017845 2.9091394 1.4237395 15.2650081 15.5217113 12.5957621 11.6846393 11.9386310 NA NA 1.6867470 11.9490448 1.1017845 8.9219706 11.6147789 NA 18.0975974 10.0384296 NA 6.2616624 0.1017845 11.6635569 3.0086841 10.9593839 4.8566770 2.2717245 11.2776530 9.8186111 13.4312376 10.2265592 10.9613264 NA 8.9394197 10.2489966 NA NA 9.8533358 9.5026711 6.1130191 5.0325285 4.1461827 6.6792211 1.9091587 10.2597701 6.6716472 12.7349004 8.8952323 10.7325139 2.2717245 1.2128183 12.4993326 1.4237395 10.1379653 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2.6867470 10.2004818 11.6846393 5.8160364 6.3014633 1.6867470 9.3449656 0.1017845 9.3378059 8.1892543 10.2265592 10.9613264 10.4768310 10.2489966 11.1245062 5.0559895 1.1017845 7.7742171 10.7662389 6.9091466 3.4237261 10.2597701 11.1922349 10.7325139 13.5390236 11.1543597 11.1063632 7.5693969 10.1379653 8.1046066 10.8108755 9.8082877 4.4593464 1.1017845 7.2413426 8.8136308 9.5622476 9.3744214 6.3112452 9.5673580 4.9597748 TCGA-F7-A61W 51 0 NA 14 head and neck stage iva t2 n2b m0 19-3-2015 male 2012 NA NA head and neck squamous cell carcinoma yes 20 1992 4 asian not hispanic or latino 301.35.0 1 4 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 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-1.08467032 10.50599034 8.52827164 4.23733426 13.46639054 1.23731897 10.25747801 10.77842807 5.83426625 6.20080643 -0.08467032 9.19617399 NA 8.42121488 9.33114514 10.41375389 10.45553138 11.49188766 11.04950873 11.57784921 NA -1.08467032 4.89268245 9.74036213 3.67028517 2.91540617 10.53149268 11.65602735 10.22089509 12.71205136 10.95432232 10.66945566 10.20772500 9.37046336 7.89839702 10.29098589 9.62707036 -1.08467032 NA 2.82230186 8.64039462 9.66611036 9.98753590 7.94330953 10.61019649 7.17279151 TCGA-F7-A620 47 0 NA 543 head and neck stage iii t3 n1 m0 19-3-2015 male 2012 NA NA head and neck squamous cell carcinoma yes 30 1982 1 white not hispanic or latino 301.35.0 3 1 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 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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10.8874081 9.4528133 8.4365475 10.6132634 9.2421497 11.1588275 9.9687900 8.6803820 9.1265749 12.1757590 0.9729867 10.1316326 11.1052013 5.9617067 7.8495396 1.7803941 9.5914085 0.9729867 9.2526335 10.3355147 10.0235519 11.1903749 10.4502752 10.4857634 11.0401211 NA 1.5579737 7.6204816 10.5858914 8.2699392 5.5579859 11.2991715 11.0848106 10.3502335 12.6778992 11.0717130 10.9391679 9.1836942 9.3097414 6.9155376 10.5546943 9.5523388 6.1726955 0.5579737 5.7144901 10.1083090 9.3261697 9.2813619 5.6734631 9.3578067 4.0604884 TCGA-F7-A622 75 1 359 13 head and neck stage iii t3 nx m0 19-3-2015 male 2012 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 301.35.0 4 3 NA NA 3 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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3.6670292 NA 10.2334302 NA 14.0003889 8.1690195 10.5379553 5.2076001 1.5062465 12.5888711 5.1144878 9.6021898 10.8273600 9.3088127 9.2844142 -0.7923570 6.9010853 8.0624671 10.8130781 8.8675944 11.3465103 NA 10.7530457 -0.7923570 1.2075805 0.0066925 0.0066925 0.7698100 0.0356430 0.0236850 0.0236850 0.8804200 -0.5246200 -0.1514600 -0.1514600 0.6810200 0.5616700 0.5616700 0.6082900 0.6360600 0.6095200 0.6095200 0.0397390 0.0000000 -0.0061117 -0.0061117 -0.0290590 -0.0522820 -0.0051440 -0.0051440 -0.0424340 -0.0062499 -0.0062499 0.0567760 -0.0118890 -0.0118890 0.7154400 0.0066925 0.0066925 -0.0027466 -0.7219100 -0.7219100 -0.7219100 0.0211610 0.0111000 0.0111000 0.0111000 0.0111000 0.0356430 -0.6843400 -0.6843400 0.0150610 0.0794250 -0.6398300 -0.1514600 -1.2929000 0.6082900 -0.0198720 -0.0106120 -0.0038992 0.6095200 0.6095200 0.0000000 -0.0089304 -0.0089304 -0.0001600 -0.0001600 -0.0200220 -0.7554000 -0.7554000 -0.0522820 -0.0522820 -0.0051440 -0.0051440 -0.0424340 -0.0387350 -0.0491750 -0.0244130 -0.0100080 0.0471150 0.000 0.000 0.610 0.610 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.715 0.000 0.000 0.000 0.000 0.000 0.000 -0.722 0.000 0.000 0.000 0.000 -0.684 0.000 0.000 0.770 0.000 -0.151 -0.151 0.608 0.608 0.000 0.000 0.000 0.000 0.610 0.610 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.715 0.000 0.000 0.000 0.000 0.000 0.000 -0.722 0.000 0.000 0.000 0.000 -0.684 0.000 0.000 0.770 0.000 -0.151 -0.151 0.608 0.608 0.000 0.000 10.410947 NA 9.659108 3.529521 10.766019 10.380645 9.766019 10.545778 6.591302 9.580464 10.146443 10.352894 8.105444 10.006880 11.450773 9.759307 5.203311 11.927620 8.715393 10.937644 10.340741 9.151579 11.657779 13.148013 13.453448 8.974127 1.207581 3.014962 9.808441 8.985676 10.498193 11.780299 11.309902 0.207643 10.247203 11.493290 15.078826 9.882673 4.792559 8.326540 8.300356 12.868709 9.410861 8.279061 10.930833 9.560745 1.529521 10.206189 7.658810 4.762189 9.634911 2.014962 9.846939 11.628348 4.880024 2.667029 0.207643 9.891470 -0.792357 8.625451 5.090244 10.937644 11.488949 10.631240 9.577196 11.184163 NA -0.792357 6.529527 9.410947 5.417052 3.908035 10.233430 10.699952 10.537955 13.052991 11.060908 11.287750 8.369990 9.602190 7.084115 10.770795 8.693428 NA NA 4.908039 9.124254 9.546335 9.538515 4.988957 9.525011 3.455531 TCGA-F7-A623 70 0 NA 616 head and neck stage iva t1 n2b m0 19-3-2015 male 2012 NA NA head and neck squamous cell carcinoma yes 42 1971 2 white not hispanic or latino 301.35.0 2 4 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 1 5 4 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 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 6 0 4.199749e-06 1.835652e-06 7.5529219 NA 10.5485905 1.8489984 9.8511297 10.5794881 9.4198224 15.7851613 6.6563734 9.3186598 5.5904853 7.7069988 NA 10.9595013 9.2466926 3.6563705 2.4339743 11.4136438 NA 4.7559077 7.5179032 3.3084483 11.4045658 4.4928722 9.7453505 10.5649800 10.1158045 -0.1510416 4.2533086 1.8489984 -1.1510416 11.6725842 7.0584713 11.0164361 8.0437748 6.5904853 11.2090420 3.8032167 NA 1.1709506 12.4993966 8.7101049 0.4340277 13.0953875 11.1545810 11.9513218 5.7070001 6.3328332 2.6563820 0.4340277 NA NA -0.1510416 14.6022595 15.0514642 13.0486773 8.6320162 12.9037071 -1.1510416 NA 4.0189457 12.2964887 2.1709506 9.7301320 10.7686262 -0.3770696 18.3542131 10.0095198 6.4928738 7.5036540 -1.1510416 11.3418726 6.9987653 10.2546914 6.8713853 6.4710704 11.6677999 9.6295577 12.4275581 10.7324250 11.4316304 4.9151050 8.7023275 11.6658017 0.8490385 NA 9.5125761 8.7619072 7.8320115 3.6563705 NA 7.0088891 NA 11.3224701 6.8769245 12.4752974 10.2314366 10.7619073 3.3084483 3.1600812 12.8254926 7.5871099 9.5777889 12.1332637 9.3072297 8.8920452 -1.1510416 7.1204805 8.1459342 11.6757650 7.9962226 12.0416190 NA 11.7383318 -1.1510416 2.0189546 0.2001500 0.6538700 0.8439600 0.7216800 2.7763000 -0.6013800 -0.2865500 0.1356900 0.2319400 0.2319400 1.4587000 -0.5181500 -0.4652500 -0.4611000 0.0878240 -0.2389900 -0.0063668 -0.5721900 -0.0074720 0.0582240 -0.3309800 -0.2537000 0.0946370 0.6779000 -0.2922400 -0.2888100 -0.2472700 0.2885000 0.0491140 0.0457080 -0.5902900 0.0189430 0.2001500 -0.9329000 -0.5958500 -0.2963800 0.2880200 -0.6114000 -0.6134500 0.2686000 0.2621600 0.2621600 0.0603650 0.0105640 0.0105640 0.0188030 -0.2862000 -0.2795300 -0.5528600 -0.2016200 -1.1259000 -0.1863500 0.0102850 0.0505340 0.6926000 -0.5831400 -0.2120600 -0.0074720 -0.3397300 -0.3397300 -0.0757450 0.0795910 -0.2476400 -0.0020864 0.2537900 -0.2607100 -0.1658600 -0.5928300 -0.5928300 -0.2888100 1.1216000 0.0454240 0.0000000 0.0000000 -0.0186280 0.000 0.000 -0.277 -0.277 0.000 0.000 -0.340 0.000 -0.248 0.299 0.299 -0.583 0.000 -0.261 -0.261 0.277 0.277 0.000 0.000 -0.247 0.041 0.000 -0.267 0.074 0.200 0.288 0.288 0.262 0.262 0.000 0.000 -0.292 -0.292 -0.283 0.000 0.000 0.000 -0.490 -0.490 0.000 0.000 0.000 0.000 -0.277 -0.277 0.000 0.000 -0.340 0.000 -0.248 0.299 0.299 -0.583 0.000 -0.261 -0.261 0.277 0.277 0.000 0.000 -0.247 0.041 0.000 -0.267 0.074 0.200 0.288 0.288 0.262 0.262 0.000 0.000 -0.292 -0.292 -0.283 0.000 0.000 0.000 -0.490 -0.490 0.000 0.000 10.5143539 0.8490385 9.9045919 4.4036086 9.5854198 10.9381307 10.1268865 12.1873365 7.8602452 9.5223271 9.9430957 9.1955317 7.4600430 10.1087612 12.9073480 10.0226952 5.5998920 12.4275581 8.7973853 10.7324250 10.5546503 9.4330410 11.5568085 12.2068765 12.1515141 1.8489984 NA 3.2413368 10.0963521 10.7804942 11.050223 11.839654 12.210825 1.433974 11.674374 9.800303 13.638296 10.412691 5.871385 9.712430 8.915107 12.314584 9.112933 10.590485 9.706999 9.287810 2.433974 10.981518 9.853941 9.015181 12.499397 2.936478 10.544246 8.632016 6.610569 7.058471 1.848998 9.098131 NA 9.817685 7.489263 10.732425 11.431630 10.094571 11.665802 10.326776 3.936478 1.170951 5.988569 9.157357 8.011410 5.115803 11.322470 11.871386 10.761907 13.711413 10.495127 10.687828 8.454498 9.577789 6.904300 10.126305 9.901586 4.549460 -1.151042 2.849018 9.957091 9.491070 9.916452 7.535519 10.675567 5.478373 TCGA-F7-A624 73 0 NA 378 head and neck stage ii t2 nx m0 19-3-2015 male 2012 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 311.35.0 3 6 NA NA 2 3 2 2 2 3 7 0 0 4 0 0 0 6 5 0 0 0 0 4 0 0 4 0 0 0 4 6 4 0 4 4 0 0 0 0 1 0 0 4 0 0 0 1 0 0 0 0 0 0 4 0 1 0 0 1 4 0 0 0 0 0 4 4 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 4 1 4 0 0 0 0 7 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 4 0 0 4 0 0 4 4 6 4 0 0 0 4 0 0 0 4 0 4 4 0 0 0 0 1 1 0 0 0 0 4 4 1 0 0 0 1 0 4 0 4 4 0 1 0 4 1 0 0 0 0 4 4 4 1 0 0 0 1 4 0 0 0 0 0 6 7 4 0 0 4 6 5 0 0 6 4 0 0 6 4 0 0 4 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 1 0 1 0 4 0 0 0 0 0 4 0 1 4 4 0 0 9.324274e-05 3.531291e-05 8.4538336 0.3610946 10.0405567 NA 8.8122877 10.2744647 8.5882915 17.2493242 6.8898568 8.2128256 NA 8.5770141 0.3610946 9.5640166 10.0592025 3.2355433 10.5305842 9.4485394 NA NA 6.6709324 1.3610946 8.8177732 -0.2238118 10.5882914 9.8395091 10.6097948 NA -0.2238118 2.3610665 -0.2238118 10.3695053 3.7761145 9.5234679 8.7404551 5.1336663 8.6418473 6.9002353 NA 4.2023785 10.3483407 8.3035913 -0.2238118 3.4765502 -0.2238118 10.0287795 8.3926630 8.7690523 -1.2239803 NA 1.7761040 3.2355433 2.5834709 16.4794832 17.0728902 12.9586032 11.0013216 11.7259408 -1.2239803 NA 2.6830002 13.9984562 0.3610946 7.9757866 11.4728644 4.3544522 6.7303098 12.4222228 NA 6.6026632 3.0240359 11.0560149 5.5310009 11.5259835 8.2231976 3.9855642 12.5575763 10.8273231 10.8407457 9.5301666 11.2626978 NA 8.6587570 9.8839850 -0.2238118 NA 8.2293846 8.7317640 5.1159654 2.3610665 -1.2239803 -0.2238118 NA 10.0661329 6.8313972 13.0143696 9.2442290 10.2360580 0.7761040 5.2827993 13.9256628 1.9460571 10.1403199 4.5310009 8.7467810 9.7215579 1.9460571 10.7820895 6.6402999 10.6886293 8.8820227 10.3963340 NA NA NA 4.1684334 -0.0218770 0.0029133 0.0158660 0.0068044 -0.0505060 -0.0505060 0.0000000 0.0000000 0.6727000 0.6727000 0.6727000 0.0098669 0.0098669 0.0098669 0.0098669 -0.0227370 0.0556580 0.4919900 0.4919900 -0.0467180 -0.0467180 -0.2323800 0.0103900 -0.0052610 -0.0052610 -0.0216470 -0.0224690 -0.0224690 0.0513260 -0.0349040 -0.0388100 -0.0547270 -0.0218770 -0.0218770 0.0029133 0.0158660 0.0158660 0.0158660 0.0158660 -0.0232920 -0.0232920 -0.0232920 -0.0118870 0.0068044 0.0068044 -0.0387140 -0.0505060 0.0000000 0.0000000 0.6727000 0.0098669 0.0098669 -0.0203470 -0.0123000 -0.0123000 -0.0227370 0.0556580 0.4336100 -0.0509650 -0.0509650 0.1577100 0.1577100 -0.1987500 -0.0294480 -0.0294480 0.0103900 0.0158660 -0.0088526 -0.0088526 -0.0216470 -0.0285060 -0.0286280 0.0538060 0.0538060 0.0513260 0.000 0.000 0.000 0.000 0.492 0.492 0.000 0.158 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.492 0.492 0.000 0.158 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 10.4387825 NA 8.6632585 9.0049328 8.5276580 6.5898953 -0.2238118 10.8979713 11.7040772 10.4100175 10.4839046 8.4937906 9.1598184 9.1248422 8.8728294 10.1142934 5.0895405 10.8407457 10.4091094 9.5301666 9.7943143 10.0764666 10.0821758 14.3854897 13.2071546 2.4765631 0.3610946 3.6340937 8.8820227 9.1192999 11.0684358 11.9285574 9.5476037 2.2355433 10.3582561 11.9905850 13.3016294 6.8422032 7.9309324 8.0661328 7.8448921 11.4560340 9.7031142 8.9220462 11.0796095 10.2689687 10.5305842 9.2669650 9.4791525 9.6433928 10.3483407 5.6949777 10.1592784 11.0013216 7.3648289 9.2107424 -1.2239803 8.8754619 0.3610946 8.7303105 7.2839088 9.5301666 11.2626978 10.7862925 9.8839850 10.9226828 NA NA 6.0522376 10.7841926 9.1759260 1.7761040 10.0661329 10.5533694 10.2360580 13.0062096 11.5025452 10.8839850 10.5459520 10.1403199 7.9806851 10.1785933 9.1446205 5.1855058 3.3610805 NA 11.1966139 8.9733309 8.5276580 7.8177735 9.7859428 4.0240448 TCGA-H7-7774 75 0 NA 407 head and neck stage iva t4a n0 NA 19-3-2015 female 2011 NA NA head and neck squamous cell carcinoma yes 55 1956 0 white not hispanic or latino 188.56.0 3 6 NA NA 3 3 1 3 2 2 0 0 0 0 0 0 0 4 0 0 0 0 0 6 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 4 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 6 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 4 0 0 0 5 6 0 4 0 7 0 0 0 0 0 0 1 0 0 0 0 6 0 0 0 0 4 0 0 0 4 0 4 0 4 0 0 0 0 0 0 6 0 4 0 4.301376e-06 1.318164e-06 7.4290769 NA 10.2085026 -1.1408255 9.8170489 9.5939309 8.4903984 16.3781126 7.6536369 6.5527091 3.7661075 7.8953947 NA 9.0000510 8.6405812 7.2385996 2.4441900 13.6312266 NA NA -0.1408255 1.8592142 10.9303485 -1.1408255 10.5461595 10.0619573 11.3647848 NA NA 2.4441900 NA 12.8941922 3.2515373 11.3417773 8.0637925 3.6141091 11.7546073 0.4441370 NA 0.4441370 12.3466846 10.5913887 0.4441370 12.2862722 14.4620092 12.9237115 5.3670145 6.8134182 0.4441370 NA NA 1.4441900 -1.1408255 15.4744195 16.1413372 12.1421650 10.9060043 12.9912390 1.8592142 NA 5.5734654 12.5963630 0.8592540 9.5334136 11.5882047 1.8592142 18.9830801 11.3075958 NA 6.4958454 1.4441900 11.8727185 4.0686708 10.3083700 7.1071491 2.4441900 10.8242841 10.3974102 12.8660733 11.3047536 12.5899038 NA 8.1023952 11.4554111 NA NA 8.6633524 10.6797992 3.5596631 -0.1408255 NA 6.2079494 NA 10.8676499 -0.1408255 13.0037203 9.2943395 10.8895437 5.0291481 2.2377473 13.6921114 2.1811344 9.5973137 7.2686122 10.5245839 11.0570523 0.8592540 10.4944860 8.3670159 12.0727813 8.8221173 10.7199204 NA 12.7445364 -1.1408255 3.4441900 -0.00263220 0.00444110 0.00000000 0.01237600 -0.00226520 -0.00226520 0.07867700 0.07867700 0.01936300 0.01936300 0.01936300 0.35986000 0.35986000 0.36890000 0.38998000 -0.00138580 -0.00138580 0.57434000 0.57434000 -0.00553750 -0.00553750 -0.00484610 -0.00954260 -0.00221680 -0.00221680 -0.02137300 -0.00429290 -0.00429290 0.05295200 -0.00456950 0.11228000 0.11228000 -0.00263220 -0.32158000 0.00444110 0.00000000 0.00000000 0.00000000 0.00000000 0.00388540 0.00388540 0.00388540 0.00388540 -0.00031520 0.00083195 0.00083195 -0.00226520 0.07867700 0.07867700 0.01936300 -1.11250000 0.38998000 -0.00858180 -0.00858180 -0.00180140 -0.00138580 -0.00138580 0.57434000 -0.00553750 -0.00553750 -0.00304750 -0.00304750 -0.00484610 -0.00180140 -0.00180140 -0.00954260 -0.00954260 -0.00221680 -0.00221680 -0.02137300 -0.02137300 -0.00429290 0.05295200 0.05295200 0.05295200 0.000 0.000 0.000 0.000 0.574 0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.390 0.390 0.000 0.000 0.000 0.000 0.000 0.000 0.574 0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.390 0.390 0.000 0.000 10.661738 NA 9.727481 6.607415 10.044716 11.253684 12.584588 12.957253 8.061345 10.784776 14.800796 9.925311 9.359067 10.879159 13.583362 11.750246 4.013024 12.866073 8.845063 11.304754 10.906686 9.876726 11.492671 12.131182 12.735546 9.928000 NA 1.666575 9.240764 9.762350 11.516986 11.435469 13.076422 0.444137 11.462848 10.453079 15.025855 10.024128 7.685770 9.089242 8.764608 12.140862 8.196843 7.552708 10.726886 8.367016 2.444190 11.280234 9.065015 7.049046 12.346685 1.181166 10.261701 10.906004 5.692112 6.406117 2.444190 9.866249 -1.140826 9.001329 7.941370 11.304754 12.589904 10.446530 11.455411 11.120435 -1.140826 NA 8.561013 10.607414 6.207949 3.988503 10.867650 11.817774 10.889544 12.047656 10.525889 10.287058 7.822118 9.597314 6.559662 10.302165 9.530762 0.444137 1.859214 9.121316 8.350734 10.091642 10.014672 7.216773 10.012140 4.559663 TCGA-H7-8501 54 0 NA 461 head and neck stage iva t4a n1 m0 19-3-2015 male 2012 NA NA head and neck squamous cell carcinoma yes NA NA 1 white not hispanic or latino 241.45.0 3 6 NA NA 3 3 2 3 2 1 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 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 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 4 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 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 7 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 7 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 7 0 0 3.560052e-06 1.001265e-06 9.9547523 NA 10.3832294 2.1400588 8.6568810 10.1774063 8.4148497 17.7537778 6.5126093 8.0975723 7.0469461 7.5663205 -0.6672634 10.1899040 9.0452275 1.3326793 8.1206028 11.0231351 -0.6672634 NA 8.2455898 9.5865480 9.6192582 0.3327366 10.2237247 9.8562624 9.9016067 NA NA 3.1400588 NA 12.8160125 4.3770960 9.9720412 8.1560679 6.2984842 10.4862525 1.6546188 NA 1.3326793 10.4671268 8.0537999 0.9176991 7.0674096 4.1400588 10.7404993 6.0875880 8.2485799 NA 0.3327366 -0.6672634 5.7756432 2.5026361 15.8037555 16.3792970 12.5158644 12.1464817 11.0954978 0.9176991 NA 2.5026361 14.5169948 3.0331410 8.6181028 10.7605371 5.0755155 17.1971890 12.2617739 NA 6.2752157 0.3327366 11.2645460 6.6455835 11.4862525 0.9176991 3.4201590 11.7096398 9.0156952 11.1248360 8.3495086 10.7276990 NA 8.1368317 9.6781057 NA NA 8.5101201 10.3688741 3.3326936 3.3326936 NA -0.6672634 NA 10.8275561 NA 12.3002870 10.3023460 11.1388473 1.3326793 4.5468266 13.8529509 3.7250213 10.1521771 7.7589654 10.0970164 12.1821056 3.6546303 9.7641982 8.3852684 10.5609179 8.5051279 12.7551595 NA 8.9510859 -0.6672634 4.9474090 -0.00827010 -0.00788630 0.00083195 0.04344000 -0.00954680 0.00889200 -0.00512270 -0.00512270 -0.40849000 0.38188000 0.38188000 0.08233200 0.08074500 0.05594300 0.04177900 0.01014600 0.01014600 -0.20411000 0.00000000 -0.01642900 -0.01642900 0.15965000 0.07139100 -0.01182600 -0.03143300 -0.03204100 0.18889000 0.18889000 0.03594700 -0.00664320 -0.00664320 -0.02096100 -0.00788630 -0.00788630 -0.00788630 0.00083195 0.00083195 0.00083195 0.00083195 -0.00581400 -0.00581400 -0.00581400 -0.00581400 0.04344000 0.04344000 0.04344000 -0.00954680 -0.00512270 -0.00512270 -0.40849000 0.05594300 0.05594300 0.00138680 0.00138680 0.00138680 1.04930000 0.01014600 0.00000000 -0.01642900 -0.01642900 -0.02114500 -0.01061200 0.15965000 -0.00899060 -0.00899060 0.07139100 0.07139100 -0.17677000 -0.17677000 -0.03204100 -0.03204100 -0.13596000 0.04655900 0.02970800 0.01516100 0.000 0.000 0.000 0.000 0.377 0.000 0.000 0.000 0.160 0.000 0.000 0.000 0.000 0.000 -0.145 0.000 0.000 0.000 0.000 0.189 0.189 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.408 0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.377 0.000 0.000 0.000 0.160 0.000 0.000 0.000 0.000 0.000 -0.145 0.000 0.000 0.000 0.000 0.189 0.189 -0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.408 0.382 0.000 0.000 0.000 0.000 10.365435 NA 8.775520 8.798267 10.197660 9.937207 8.517576 9.905401 7.792132 9.614631 9.684744 10.064019 9.865056 9.722870 12.013939 10.563922 4.199115 11.124836 8.512610 8.349509 9.295597 9.762107 10.055508 13.078220 12.611295 6.758965 NA 4.377096 8.858221 8.904453 11.3568013 11.5461086 8.7880279 0.3327366 10.0322729 11.0825699 13.7477107 7.0121809 6.8795955 8.0741677 7.2395909 11.8481539 9.9842725 8.5323727 10.8155085 9.6353394 8.1206028 9.6792142 9.4254576 7.6455835 10.4671268 3.3326936 10.4639144 12.1464817 5.8718584 7.2927026 NA 10.2876239 -0.6672634 8.2839852 9.8853697 8.3495086 10.7276990 11.8515995 9.6781057 11.3543746 3.2395966 1.3326793 8.7859713 10.7839116 5.1400547 4.6546303 10.8275561 10.3832294 11.1388473 11.9326134 11.4872022 10.9330780 9.6181028 10.1521771 7.7547653 9.4095161 10.7575491 5.3099801 0.9176991 NA 10.7305890 9.2678656 8.8621312 6.1271173 9.7568668 4.2395890 TCGA-H7-8502 50 0 NA 458 head and neck stage iva t4a n2b m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 40 1982 2 white not hispanic or latino 241.45.0 1 3 NA NA 3 3 2 3 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.5808668 NA 10.5317515 2.5099998 9.3554905 10.1032878 8.5470896 15.6232000 6.5880025 8.1247102 6.4693585 8.0439793 -0.6599505 8.5199845 9.1312383 0.3400495 0.9250120 10.1148626 NA NA 9.9501775 9.0832269 11.0102891 NA 10.3994199 10.3575798 10.2913602 NA NA 2.7995018 NA 15.1094226 3.5099998 10.9589197 7.6665052 6.1980560 11.8925044 2.5099998 NA 0.9250120 14.3250724 9.3540960 NA 10.5658854 6.8474733 11.7388191 6.7151150 3.6620004 NA NA NA 3.3400780 3.2469705 15.1087509 16.0462092 12.5154691 10.8439012 13.0548576 NA NA 2.7995018 14.5728711 1.6620232 9.1792791 10.7840550 0.3400495 18.7369562 9.8577448 3.1474370 6.0543210 1.6620232 11.9861841 5.4486004 10.5580331 3.1474370 4.0949623 11.0794342 9.9956062 11.7665263 11.2158248 11.9448603 NA 8.1886986 11.2563281 NA NA 9.7830190 9.3000773 4.8636362 -0.6599505 NA 7.0265755 -0.6599505 10.6998250 3.0405067 12.4303533 9.4024589 11.6751866 0.9250120 0.0000000 12.8416639 4.0405155 9.4101963 5.9250381 10.1005709 11.1883071 0.9250120 7.2648882 7.5736949 11.6053975 8.0815426 12.5369849 NA 9.8208657 0.9250120 4.0405155 -0.00360110 -0.00360110 1.48970000 0.65424000 0.25418000 0.00013863 0.00152550 1.26460000 -0.70190000 0.64561000 0.62224000 0.11111000 0.11111000 0.12211000 0.71039000 0.00332990 3.65690000 -0.00415460 -0.00415460 0.00527490 0.00527490 0.00930980 -0.03572100 1.00340000 -0.69151000 -0.06625200 0.00736090 0.00736090 -0.01904000 -0.00871460 -0.00277070 0.00000000 -0.00360110 -0.00360110 -0.00360110 -0.68159000 -0.69033000 -0.69033000 -0.69033000 -0.64311000 0.08002400 0.08002400 0.07743000 0.01852300 0.00458000 -0.00332430 0.27715000 0.67270000 -0.72190000 -0.70190000 -1.29290000 0.71039000 0.00249690 0.00249690 0.00249690 0.01852300 -0.69830000 -0.01676400 -0.00539090 0.00527490 0.01838300 0.01838300 0.00291330 -0.00013862 -0.00013862 -0.03067700 0.59062000 -0.69151000 -0.69151000 -0.06625200 -0.06625200 -0.70334000 -0.01436600 -0.01436600 -0.01904000 0.000 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.591 1.003 -0.667 0.000 0.000 0.000 0.000 0.000 0.000 -0.703 0.000 0.000 0.000 -0.682 0.000 -0.643 0.000 0.636 0.000 0.254 0.000 0.000 0.000 -0.702 -0.080 0.122 0.710 0.000 0.000 0.000 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.591 1.003 -0.667 0.000 0.000 0.000 0.000 0.000 0.000 -0.703 0.000 0.000 0.000 -0.682 0.000 -0.643 0.000 0.636 0.000 0.254 0.000 0.000 0.000 -0.702 -0.080 0.122 0.710 0.000 0.000 11.564379 NA 10.786580 5.715114 12.370915 12.546931 9.908032 10.841913 9.010732 8.925038 10.753174 12.012280 8.121435 10.638711 11.492677 10.425548 3.717199 11.766526 9.786125 11.215825 11.323782 10.528046 11.246966 12.555672 13.283872 7.859712 NA 0.925012 9.698727 9.352700 12.046356 11.825653 11.146625 NA 11.162248 10.954325 15.561319 10.486644 5.568896 9.118153 8.668750 11.182819 10.039648 8.255955 10.383103 9.666505 0.925012 11.432833 7.913722 5.625478 14.325072 NA 10.043979 10.843901 5.246967 4.863636 NA 9.304416 NA 9.442051 9.946481 11.215825 11.944860 11.282590 11.256328 11.729707 NA NA 8.169798 10.211981 3.588001 4.983933 10.699825 11.774964 11.675187 12.430519 10.700923 9.507494 9.886970 9.410196 6.282590 10.555002 10.254461 1.340049 NA 1.925050 8.592173 9.778867 9.396713 6.489822 10.170591 5.012502 TCGA-H7-A6C4 35 0 NA 414 head and neck stage iva t2 n2b m0 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes 9 1994 5 white not hispanic or latino 311.35.0 3 1 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 1.456918e-06 4.856393e-07 9.7480863 1.3446581 10.3412628 1.0226874 8.4363480 9.9378525 8.7074685 16.6746267 6.7162076 7.8524427 3.3446439 8.0834160 -0.9773836 9.0874628 9.5482409 5.7506413 8.3999307 12.1526470 NA NA 5.2895062 11.0010730 10.5344727 3.0227229 10.4085825 9.9534575 10.5389125 -0.9773836 -0.9773836 2.0227229 0.6076736 13.8196722 5.0450891 11.0695031 7.8073549 7.4862446 12.7807350 4.0671138 NA 1.3446581 8.1673785 8.5618790 -0.9773836 12.0423108 10.0765917 12.0542490 6.5849625 6.4064244 2.7231653 NA 1.8300930 1.0226874 0.6076736 16.1360346 16.5693492 12.2272392 10.5897255 12.5382967 NA NA 4.0671138 14.5741580 2.0227229 9.1494245 10.8401035 1.6076736 19.1567415 10.7118444 NA 6.2611246 0.0227584 11.6198415 6.6001493 10.3835671 4.3446510 3.5462771 11.4788177 9.5982593 12.0138840 9.9015373 11.7002195 NA 8.5462821 9.8930847 NA -0.9773836 8.4573485 9.2187073 7.9266020 4.5145705 NA 0.6076736 NA 10.5433388 -0.9773836 12.9923764 9.8395277 10.7175132 5.3446474 2.6792211 13.0321988 3.9296111 9.4102205 11.3219281 10.1841921 11.1920188 NA 7.1207521 9.1750048 11.4669585 8.0142420 13.5975501 0.0227584 11.6069780 0.0227584 3.4821513 0.0457080 0.0457080 0.0630800 -0.0127130 0.0100060 0.0100060 3.6569000 0.0000000 -0.3425100 0.3531600 0.3531600 -0.0220580 -0.0220580 -0.0220580 0.0079175 -0.1514400 -0.1514400 0.0015255 0.0015255 -0.0362740 0.0087528 -0.0837310 0.0049969 -0.1516200 -0.3237900 -0.0449570 0.0206230 0.0206230 -0.0313590 0.0070826 0.0070826 0.0070826 0.0457080 0.0457080 0.0457080 -0.3371000 -0.3356000 -0.3356000 -0.3356000 -0.0770780 -0.0770780 -0.0770780 -0.6887900 -0.0127130 -0.2256400 -0.2256400 0.0100060 0.0000000 0.0000000 -0.3425100 -0.0220580 -0.3880600 -0.0029091 -0.0029091 -0.0029091 -0.1514400 -0.1514400 0.0015255 -0.0362740 -0.0362740 -0.0127130 -0.0127130 -0.0837310 0.0102850 0.0102850 0.0049969 0.0049969 -0.3237900 -0.3237900 -0.0449570 -0.0449570 0.0034687 -0.0313590 -0.0313590 -0.0313590 0.000 0.000 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.152 -0.324 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.336 0.000 0.000 0.000 0.000 -0.213 0.000 0.000 0.000 0.000 0.011 0.353 0.000 0.000 0.000 0.000 0.000 0.000 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.152 -0.324 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.336 0.000 0.000 0.000 0.000 -0.213 0.000 0.000 0.000 0.000 0.011 0.353 0.000 0.000 0.000 0.000 10.7620788 NA 9.0695711 8.3912264 11.6708529 14.3192270 11.1664222 12.0571752 8.3714482 10.0437001 10.3653504 10.9863387 7.9445610 10.3819206 12.5947097 10.6226329 4.3051607 12.0138840 8.3890423 9.9015373 10.1167978 9.6189098 11.8354991 12.6864572 12.5253033 7.1724675 0.6076736 1.3446581 9.0834160 8.8697773 10.8638912 11.5746686 11.3944967 1.3446581 11.0244801 10.2137793 14.4478029 9.3401327 6.8040794 8.1976458 8.0478595 11.8926994 8.3117247 8.5925755 10.6328221 8.4426802 8.3999307 10.4826639 8.1286285 8.5125678 8.1673785 1.6076736 10.6240266 10.5897255 6.0339471 7.6039208 0.6076736 10.2180923 1.0226874 8.3581105 10.1474876 9.9015373 11.7002195 11.0961922 9.8930847 10.8488713 2.6076736 3.1926518 9.2272913 12.8844855 7.5305148 4.1520049 10.5433388 11.4596918 10.7175132 12.7166426 10.7480863 9.7801101 9.0156584 9.4102205 7.3127387 10.6715270 9.2694608 4.7776091 0.0227584 8.9534573 8.6534603 9.7633442 9.4278615 7.0888094 10.2664891 4.7231599 TCGA-H7-A6C5 65 0 NA 642 head and neck stage ii t2 n0 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 50 1952 0 white not hispanic or latino 311.35.0 1 2 NA NA NA NA 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 1 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 5 0 0 2.364097e-06 1.084703e-06 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.04188300 0.04188300 0.02272500 0.03059100 0.03185900 0.03185900 0.01209700 0.01209700 0.06293700 0.06293700 0.06293700 -0.62226000 -0.62226000 -0.65761000 -0.30131000 0.00305220 -0.27500000 0.01279500 0.01279500 0.04386500 0.04386500 0.00903120 -0.01833400 0.72376000 -0.60516000 -0.05347600 0.00000000 0.00000000 0.25214000 -0.06741700 -0.00857660 -0.00857660 0.04188300 0.04188300 -0.63972000 -0.61806000 -0.61806000 -0.61806000 -0.61806000 -0.60999000 -0.24800000 -0.24800000 -0.24800000 -0.62597000 -0.61537000 0.01195800 0.03185900 0.01040900 0.01040900 -0.06425800 -0.62226000 -0.19600000 0.01656500 0.01656500 0.01656500 0.00305220 -0.27500000 -0.66333000 -0.64959000 0.00040273 -0.19312000 -0.19312000 0.00903120 -0.01300700 -0.01300700 -0.66226000 -0.08466100 -0.60516000 -0.61441000 -0.05347600 -0.05347600 -0.67591000 -0.56336000 -0.56336000 0.28786000 0.000 0.000 0.000 -0.275 0.000 0.000 0.000 -0.193 0.000 0.000 0.000 -0.644 0.000 0.040 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.576 -0.576 -0.598 -0.248 0.000 0.000 0.000 0.000 0.630 0.000 0.000 0.000 -0.622 -0.622 -0.563 -0.275 0.000 0.000 0.000 -0.275 0.000 0.000 0.000 -0.193 0.000 0.000 0.000 -0.644 0.000 0.040 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.576 -0.576 -0.598 -0.248 0.000 0.000 0.000 0.000 0.630 0.000 0.000 0.000 -0.622 -0.622 -0.563 -0.275 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-H7-A76A 57 0 NA 206 head and neck NA tx n2b mx 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA 1989 2 white not hispanic or latino 355.26.0 3 5 NA NA 2 4 1 3 5 2 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.780026e-06 7.231357e-07 10.4818449 NA 10.7867615 1.3668118 8.5713723 10.2448522 7.9667142 16.0075546 5.8586549 8.8745960 3.3667978 8.4648332 2.8262332 9.2309874 9.6568201 6.5063528 11.7099870 10.4125610 NA NA 8.4805434 9.2107225 10.4766320 NA 9.9620588 10.0844777 10.6993974 NA -0.6333001 4.7930635 -0.6333001 11.8369518 5.3209973 9.9107998 8.8546412 7.0034257 13.6839312 0.3668118 NA 1.9517743 10.7358533 8.9117659 3.8262332 10.3158985 6.5908999 11.3671535 5.6522025 7.0178529 -0.6333001 -0.6333001 NA 4.1216868 0.3668118 15.9040338 16.6398968 12.7180166 10.5529155 12.1074254 NA NA 3.8903591 12.8518759 3.6147334 8.3780286 11.8055931 1.8625109 17.7790105 12.5512118 -0.6333001 6.4648332 5.4111957 10.6977182 6.0947217 10.8923221 3.5367243 5.4542647 10.9545788 9.8981828 11.8925668 10.3547759 11.3653918 -0.6333001 8.8465817 10.4166499 -0.6333001 NA 7.8942782 10.2893857 7.0810466 2.6887399 NA 7.6429261 -0.6333001 9.4582368 0.3668118 13.1870800 8.7358098 9.7601918 2.1741507 5.6156782 13.5362566 5.9213911 10.3934147 6.5956200 10.4324665 10.5719836 2.1741507 10.9399751 8.5037924 10.7951615 8.4621984 12.5502816 0.3668118 11.0797582 2.9517556 5.0106590 0.00055459 0.00055459 0.07440800 0.55054000 -0.07233800 -0.07233800 -0.00664320 -0.00664320 0.20855000 0.20855000 0.20855000 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8.234080 1.703101 12.108268 11.656587 9.291614 8.335468 7.344081 9.304911 4.793064 TCGA-HD-7229 60 0 NA 2 head and neck stage iva t4a n0 NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 164.62.0 1 6 NA NA 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.544196e-06 1.283475e-06 8.5679203 NA 10.4676898 NA 9.2087289 10.7088026 8.8962613 17.0416997 7.3667934 8.0818168 5.7503814 7.5180189 NA 10.1335861 9.0758824 1.1534162 9.9295505 11.3592398 NA NA 4.5039466 5.1169220 11.5090178 5.2065573 10.0573284 10.2811830 10.0275057 NA -1.1684470 2.2909551 0.4165155 14.7682944 5.1353009 11.5449049 7.4645139 4.3233701 12.5005142 2.8315125 NA 1.6388616 13.5167600 9.4581400 -0.1684470 12.5505863 6.6373262 12.5497302 6.8922149 6.2744611 -1.1684470 -1.1684470 NA 1.1534162 NA 16.9671924 17.1973201 12.0727687 11.3358408 13.0322638 NA NA 3.2909551 14.8500881 1.1534162 8.3841876 11.0391429 1.8723954 19.1659816 10.5380145 NA 7.0163938 3.0794464 11.8771074 5.5180189 9.9282335 4.3861074 2.4164885 9.9504595 10.1307264 11.9138488 10.6887219 11.6703284 NA 8.2130614 11.0479611 NA 2.0014420 9.8621856 9.2847889 7.8343333 4.8315175 NA 6.5662276 1.4164615 10.5947308 NA 14.4083865 10.2954514 11.3452460 5.6895005 3.2341027 12.6784778 2.8315125 9.4522149 8.4295708 8.9716709 9.6054817 1.6388616 9.6251218 8.5354220 11.6149260 8.3899393 12.6150283 NA 9.8272855 -0.1684470 4.4164817 0.55714000 -0.04020300 0.55868000 -0.01050800 -0.00318590 1.50690000 1.11640000 -0.01794800 -0.57664000 0.55230000 0.85047000 1.64240000 -0.33745000 -0.00027724 0.54041000 0.00360760 0.55974000 0.00000000 0.00000000 -0.02534600 0.01684500 0.03552400 0.01922300 -0.53622000 0.03510000 0.00346870 0.03622900 0.03622900 0.03883800 0.01251600 -0.00079031 -0.00304750 -0.04020300 -0.04020300 -0.04020300 -0.58794000 -0.59039000 -0.59039000 -0.04156700 -0.00802440 0.53661000 0.53661000 -1.12020000 -0.01050800 -0.01050800 -0.01050800 -0.00318590 -0.01794800 0.00221930 -0.58481000 -0.33745000 -0.00027724 -0.05684600 -0.05684600 0.01332200 0.54647000 0.57773000 0.00000000 -0.55937000 -0.02534600 -0.56406000 0.01572700 0.02997100 0.03524200 0.04315700 0.01922300 0.01922300 -0.55905000 -0.55905000 0.00346870 0.00346870 -0.53815000 0.08233200 0.05252500 0.03883800 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.536 -0.536 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 0.000 0.000 0.000 -0.546 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.074 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.536 -0.536 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 0.000 0.000 0.000 -0.546 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.074 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.575301 NA 9.114352 8.924276 12.200707 13.944153 11.939880 11.033336 6.991389 9.739160 10.055520 12.257914 10.848675 10.895924 12.327623 9.844841 4.683517 11.913849 8.864941 10.688722 11.476952 11.407767 11.641889 12.257172 12.898745 7.378413 1.831512 3.416475 10.134728 9.350172 10.459964 11.941023 10.037922 1.153416 11.265104 10.597633 15.740567 9.993910 5.853886 8.323371 8.855273 11.239848 9.520285 7.839947 10.647298 7.918981 9.929550 11.006132 8.985071 9.113448 13.516760 1.416461 10.521516 11.335841 5.171367 6.714162 -1.168447 9.397572 1.153416 9.346232 8.878642 10.688722 11.670328 11.465422 11.047961 11.529138 NA NA 8.281967 11.341541 7.886801 5.116922 10.594731 11.460875 11.345246 11.558801 10.344259 10.687555 9.769628 9.452215 6.918981 10.341788 10.122689 2.290955 -1.168447 7.493297 9.892383 9.757073 10.340304 5.612877 9.639678 4.446230 TCGA-HD-7753 62 0 NA 5 head and neck stage i t1 n0 NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 40 NA NA black or african american not hispanic or latino 188.56.0 2 3 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2.225033e-06 5.006324e-07 9.91039479 NA 10.25773657 2.24810974 9.89453799 10.40761883 9.18137691 16.34181427 7.51489470 7.54404097 6.54927795 7.79610387 NA 8.43227463 8.94259016 4.02571985 2.68867274 10.67437264 -0.55915408 NA 9.56422782 4.94854946 10.96357961 2.14120388 10.18348341 10.65416099 10.17673204 0.02573756 1.02573756 3.48514341 NA 15.21031963 6.66957108 11.81062288 7.20562417 6.65507271 12.17164760 3.61067644 -1.55936666 1.02573756 14.81174678 10.15069827 0.44073963 12.36982638 8.14458738 12.24639606 6.34161934 7.41803305 -1.55936666 NA 0.44073963 1.24810974 1.24810974 15.93312903 15.92206432 12.15189829 10.23476260 13.45817035 -0.55915408 NA 4.86701674 15.55055269 3.61067644 8.82984639 10.75079758 0.02573756 19.20954011 10.76858622 NA 6.24810784 NA 12.42899380 4.85014432 10.06280480 7.37149004 2.96430621 11.51271800 10.83199652 12.18090682 10.30532602 11.52522916 NA 8.62190535 10.77250964 NA -1.55936666 9.61505447 9.13598113 3.57003783 0.44073963 NA 6.40653667 NA 11.03461088 -1.55936666 13.08939139 9.55288616 10.79196828 5.48514663 3.15500438 13.24437958 5.54927795 9.47506360 7.53878490 9.87448961 12.00359159 0.76264647 10.18684729 9.67137388 12.39212873 8.41660079 12.59264157 0.02573756 10.09135591 0.76264647 3.83307224 -0.0183530 0.0143300 0.3386900 0.9350800 0.3362600 -0.3830000 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11.9676189 10.1843252 9.5758210 9.2432692 9.4750636 8.0828048 10.6857113 10.7322114 0.4407396 NA 3.8670167 8.1471973 9.1678225 10.8813626 7.8394967 10.9465645 4.9164862 TCGA-HD-7754 69 0 NA 783 head and neck stage iva t2 n2b NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 4 NA 4 white not hispanic or latino 188.56.0 3 5 NA NA 2 4 1 3 3 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.33502e-06 6.953228e-07 9.7639374 NA 11.3947036 4.6942618 10.5797061 10.1323626 8.8832646 13.7753589 8.2178259 7.2282425 2.5016175 8.3524752 -1.8905726 9.1015316 8.3807645 3.8372268 9.8457033 11.3302842 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10.6727360 11.4835258 10.8812035 11.4589973 10.0750856 10.4558151 9.0466752 10.7577825 6.2941759 10.2007368 10.9152729 NA NA 11.1897858 8.4467004 10.6021560 10.2745225 7.1372074 10.7040925 5.2488536 TCGA-HD-7831 74 0 NA 0 head and neck stage iva t2 n2 NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes NA NA 3 white not hispanic or latino 190.57.0 1 1 NA NA 1 1 3 1 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.509486e-07 4.171937e-07 12.1610564 -0.7921071 10.0563922 6.4931718 9.7135809 10.6779197 8.7738233 15.4915450 6.8872499 7.3726762 7.1325820 7.6465609 NA 8.3726762 8.3241135 5.4365883 9.3764415 10.2892528 NA NA 14.1193486 8.4196577 11.3286552 0.2077679 10.3383398 10.5212193 10.4257270 2.7927304 NA 6.9288689 NA 14.4472560 6.8731057 11.7941400 9.0842862 8.4341816 10.0618585 5.3575168 -0.7921071 1.2077679 12.3781639 8.3826949 0.7927721 10.7950781 5.3026371 12.9579529 7.0842865 6.4931718 1.5297210 -0.7921071 1.2077679 0.2077679 -0.7921071 14.6906400 15.3953194 11.9371776 9.4873798 12.8139432 NA NA 5.8942697 15.1759186 4.0151229 9.5817220 10.4937494 NA 16.9727834 11.0622482 NA 5.4365883 0.7927721 12.4446804 2.6672109 9.8739934 0.2077679 5.9082101 11.0179392 10.7733474 11.2762185 11.6898209 12.2997005 NA 8.4580678 11.1199102 NA NA 9.7440166 10.6314105 5.7927330 2.5296960 -0.7921071 7.5341986 NA 12.0048228 0.2077679 12.5599507 9.9476849 10.3305973 5.3162942 2.4557020 13.5187371 7.5957863 10.4777200 10.1495505 10.6443872 11.6094489 1.5297210 9.9348389 9.0934656 12.0909854 7.7155640 12.0873526 1.5297210 9.2589782 3.2077679 6.2521639 -0.0012473 0.0041632 0.4600700 1.1693000 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8.0563922 5.9626578 12.0048228 11.6397892 10.3305973 11.8737714 9.9125376 10.1078814 9.8828443 10.4777200 8.6956094 10.0548266 11.7430447 NA NA 3.1146669 8.5773231 9.0263516 10.4092807 7.0532591 10.6038388 5.8801957 TCGA-HD-7832 52 0 NA 0 head and neck stage iva t4a n0 NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes 36 NA 0 white not hispanic or latino 190.57.0 3 6 NA NA 3 3 2 3 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.974717e-06 8.622002e-07 8.74119730 NA 10.07537178 -0.51148499 9.11697757 10.62488234 7.68328871 16.19599895 6.83725957 7.70770078 4.67835929 7.73408499 NA 8.94693843 8.37270229 0.07354606 11.61216840 12.51133322 NA NA 8.73883031 1.29589931 11.25754330 6.89792288 10.32615991 10.44961987 10.18332510 -1.51127935 NA 0.48851501 NA 13.12905935 2.57598995 11.33147150 6.98438656 5.20277815 12.85499080 -0.51148499 NA 2.29589931 14.44220553 9.13509078 NA 11.52487733 10.91996689 11.80820407 8.36043715 5.53292471 NA -1.51127935 NA 3.84608206 2.07347751 16.15944390 16.05210274 12.72439512 10.56032949 13.20385052 NA NA 1.48851501 13.23184117 0.81048423 8.85921950 11.45106653 1.81044310 18.71023011 10.31189916 NA 5.81046110 NA 11.66408150 4.84608206 10.70133228 NA 2.29589931 10.94437290 9.95205628 11.85180708 14.20350186 12.09459009 NA 8.28781348 11.71825206 NA NA 8.82168726 9.37955620 5.40739354 -0.51148499 1.65846286 7.13599036 NA 10.34884299 NA 13.02289564 9.80936074 13.12090243 1.48851501 1.76056162 12.65736075 5.57599600 10.15826747 10.02769082 8.99855433 10.54720023 0.81048423 11.88272668 6.89367285 11.90993939 8.14852793 11.56384396 NA 10.82000875 0.07354606 1.29589931 -0.00653420 0.01698500 0.67530000 -0.04455100 0.00861350 0.00861350 -0.01147300 -0.01147300 -0.02466100 1.12860000 1.15700000 -0.00816240 -0.00816240 0.02946600 1.97870000 0.01195800 -0.00415460 0.00291330 0.01070300 0.54541000 0.54287000 0.01880300 0.00000000 0.00471900 0.00471900 -0.04319500 0.04060900 -0.01599200 0.14950000 0.00676160 -0.00664320 -0.00664320 -0.00653420 -0.00653420 0.01419000 -0.71506000 -0.69423000 -0.71755000 -0.72853000 -0.01537300 -0.00055444 -0.00055444 -0.00055444 0.67326000 0.67002000 0.58417000 -0.01009400 -0.01147300 -0.06151300 -0.02466100 0.02946600 1.88440000 0.04627500 -0.00041585 -0.00041585 0.01195800 -0.01467900 -0.02025200 -0.08058600 -0.07053600 1.72930000 0.00541390 0.01880300 -0.75694000 0.03326700 0.00000000 0.69577000 0.00471900 0.00471900 -0.04319500 -0.04319500 0.02146300 0.22022000 0.11200000 0.05808100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.718 -0.042 0.000 0.000 0.584 0.584 0.000 0.000 0.000 0.000 0.000 1.129 0.000 1.855 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.718 -0.042 0.000 0.000 0.584 0.584 0.000 0.000 0.000 0.000 0.000 1.129 0.000 1.855 0.112 0.112 12.0293865 NA 11.0559058 7.5918200 11.8928753 12.2333521 9.9418027 10.6891241 8.4772167 9.6622091 10.2291560 11.2861935 8.9325115 10.5526010 11.8729110 10.8073572 3.4496934 11.8518071 9.0488647 14.2035019 12.4047847 9.9868826 11.9046697 12.3626277 14.0783879 7.0238076 -1.5112793 0.8104842 10.8722362 9.9788815 11.81846842 11.41315892 9.22408804 -1.51127935 11.70376159 11.39917467 14.77882031 9.20620829 5.96426462 9.04695263 8.36197622 10.36428133 9.94314994 8.02962846 10.40142131 9.11424077 11.61216840 10.28943185 9.96375876 6.24341965 14.44220553 NA 9.85921935 10.56032949 5.59705735 4.41926920 NA 10.08098896 -0.51148499 9.35735450 8.34495762 14.20350186 12.09459009 10.97812912 11.71825206 11.79701322 2.57598995 NA 8.39542274 10.17547008 3.07349465 5.98038410 10.34884299 11.26146506 13.12090243 11.67866527 10.88727569 10.60129724 9.44780956 10.15826747 6.74592033 10.42957956 9.77104124 -1.51127935 NA 0.07354606 9.01733764 9.69615643 9.78544822 8.23336563 9.19761578 4.75532025 TCGA-HD-7917 62 0 NA 37 head and neck stage ii t2 n0 NA 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 215.48.0 2 2 NA NA 3 3 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 7 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10.2808957 6.0643483 5.9706328 NA 9.3012499 NA 9.5708460 8.3041341 9.5254286 11.2818715 11.2337690 9.7208517 11.4300653 NA -1.2484506 5.9802836 8.6141025 7.3771741 3.6094477 10.7482917 11.6598578 10.7876388 12.3871833 10.7910697 10.9341699 8.5013344 9.6725622 7.1437822 9.8993060 10.0041306 -0.2484506 0.3363977 9.5105211 8.5047821 9.8369376 10.1443192 6.7172501 10.2838211 4.2750294 TCGA-HD-8224 63 1 446 55 head and neck stage iva t3 n2c m0 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 241.45.0 2 2 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 4 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0.00000000 0.000 0.000 0.000 0.000 -0.475 0.000 0.000 -0.538 0.000 -0.526 -0.526 0.000 0.000 0.000 -0.530 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.000 0.000 0.000 -0.416 0.340 -0.539 0.000 0.654 0.000 0.000 0.000 0.000 0.000 -0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.475 0.000 0.000 -0.538 0.000 -0.526 -0.526 0.000 0.000 0.000 -0.530 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.000 0.000 0.000 -0.416 0.340 -0.539 0.000 0.654 0.000 0.000 0.000 0.000 0.000 -0.484 0.000 0.000 0.000 0.000 0.000 10.5629096 0.2403754 9.8735222 6.8328748 11.6260108 11.5347516 11.4901241 12.0034229 9.1696765 9.0348339 9.9717371 12.5169787 9.2090848 9.9657843 10.4571638 10.9696139 5.1306220 12.2350791 9.2943439 11.0995645 10.6900826 11.0566017 10.5769915 12.4034434 12.0671651 10.1253517 1.5623279 -0.7595025 9.9520850 9.5566996 10.305834 11.007361 10.212680 2.410341 11.814538 9.321236 14.482025 7.395236 8.483592 9.276592 8.656160 11.215908 9.384694 9.124588 9.894159 8.243233 9.378690 10.641297 10.390165 7.530437 12.818673 2.699840 9.862470 8.956380 5.306507 4.732269 4.327881 8.511881 2.562352 8.781515 7.530437 11.099565 12.559243 10.743250 10.835676 11.356437 4.369704 5.410344 8.701611 14.460796 8.437635 4.449872 10.297056 11.264865 10.537334 12.110205 10.719188 10.622502 8.983569 10.038185 5.430242 10.551599 10.286860 NA NA 10.298410 9.793001 10.468034 9.676088 6.469236 11.603458 6.171155 TCGA-HD-8314 58 0 NA 670 head and neck stage iii t1 n1 NA 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma basaloid type yes NA NA 1 white not hispanic or latino 241.45.0 3 5 NA NA 2 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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10.00221405 10.62538776 7.97726790 7.50942349 1.09159829 8.05446757 NA 10.38906082 2.79200156 12.58430081 10.40398354 9.56932969 6.89892662 2.57313212 13.12680003 8.70995675 10.62390782 8.97115466 9.08691457 10.72411220 3.41349931 11.10977151 9.48388872 11.72570171 7.38159054 11.39677810 1.09159829 11.95691799 3.33949374 4.51783628 0.00305220 0.00305220 2.16350000 -0.02479800 -0.58647000 -0.00664320 -0.00981850 -0.00981850 -0.00249380 -0.00249380 0.56472000 -0.00332430 -0.00332430 0.00615610 0.53995000 -0.00498440 -0.00498440 0.51978000 0.00388540 0.01028500 0.78717000 -0.55917000 -0.02589300 1.00050000 0.00388540 -0.03289100 0.54065000 0.54065000 0.05499700 -0.58275000 -0.56982000 -0.01601700 0.00305220 0.00305220 0.00305220 -0.01505400 -0.01505400 -0.01505400 -0.01505400 -0.59740000 0.00875280 -0.00678130 -0.00678130 0.00000000 0.00000000 0.00000000 -0.00816240 0.00083195 0.00083195 0.54118000 -0.00332430 0.00615610 0.01209700 -0.00193990 -0.00193990 -0.56883000 -0.57289000 -0.01188700 -0.01739100 -0.58333000 0.00527490 0.00527490 0.01237600 0.53819000 0.53819000 -0.02589300 0.59746000 -0.00415460 -0.00415460 -0.01064600 0.40661000 0.53169000 0.06136500 0.06136500 0.05499700 0.000 0.000 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.538 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.532 0.000 0.000 0.000 1.050 1.978 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.534 0.000 0.000 0.000 0.000 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.538 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.532 0.000 0.000 0.000 1.050 1.978 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.534 0.000 0.000 10.85602830 0.09153059 10.81444716 5.20009626 9.09999997 10.16769211 12.59527289 11.97287653 9.79720368 10.72365779 10.11116202 10.01712576 8.39535205 11.05951806 13.12654221 11.13562388 5.31209516 12.64636641 9.98107531 11.89166232 11.18135287 10.49883914 11.77061154 12.00595087 12.71556712 13.05157327 NA 2.67653823 10.32219226 10.68028602 11.59688670 11.74351997 11.15698748 3.17903326 12.09964976 9.34895914 13.31564690 9.78418692 9.03408583 8.74620727 9.06023820 11.67653386 9.68574659 8.01043467 9.33474524 8.59141725 10.76443863 10.87702380 10.78200591 8.93392164 10.05084883 3.61513376 10.10628929 8.98335506 4.55100529 6.71362296 4.67653259 9.58442590 0.67653823 9.56831756 8.92129410 11.89166232 11.99319252 9.05157331 11.48897857 10.71545284 1.67653823 4.26149321 9.22457213 12.96645668 7.37234185 4.64616266 10.38906082 11.21795316 9.56932969 11.07349532 9.95420867 10.17305483 8.86471050 10.62390782 6.50096295 10.50414117 9.68215839 2.99846632 0.09153059 10.03261897 9.63718256 9.50202263 9.60727113 7.51783628 10.45186976 5.81949192 TCGA-HD-8634 51 1 385 24 head and neck stage i t1 n0 mx 19-3-2015 female 2012 NA NA head and neck squamous cell carcinoma yes 60 1979 0 white not hispanic or latino 241.45.0 3 1 NA NA 3 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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NA 19.0278384 9.7365382 0.2446435 5.9589308 0.2446435 12.1071288 7.0260453 10.0956532 3.3321494 3.3321494 11.0716308 10.2298155 12.0131527 11.2432755 12.2880542 NA 8.0227623 11.1794817 NA 1.2447044 8.9082431 9.1440420 5.6370016 NA -0.7553565 7.2945334 NA 11.1084842 NA 13.2851461 10.6514641 11.2230380 3.5666082 3.2617113 13.3274163 5.3107727 9.9152971 11.7665309 9.8557099 10.7746037 NA 10.3778273 8.6583129 11.4789038 8.4735036 11.6551365 NA 12.5251659 0.2446435 4.8296466 -0.0869160 -0.0869160 0.1429500 -0.0152540 -0.0649110 -0.0649110 0.3911400 0.0390540 -0.0227440 0.7137700 0.7137700 0.7754100 0.7754100 0.7974300 0.0636520 0.0511030 0.0511030 0.0022193 0.0022193 0.0411750 0.0430150 0.0869560 -0.0820040 -0.0333440 -0.0333440 -0.0298570 0.0016516 0.0579390 0.0753910 -0.1011800 -0.1011800 -0.1011800 -0.0869160 -0.0869160 -0.0869160 -0.1253500 -0.1253500 -0.1253500 0.0195500 0.0443130 -0.3670300 -0.1316700 -0.1309200 -0.0152540 -0.0152540 0.0380910 -0.0649110 0.0390540 0.0381510 -0.0562860 -0.7346800 0.7974300 -0.0672480 -0.0672480 0.0518140 0.0511030 0.0511030 -0.0656280 0.0411750 0.0411750 0.0670880 0.0670880 0.0535210 0.1557700 0.1557700 -0.0820040 -0.0820040 0.0000000 0.0000000 -0.0298570 -0.0298570 -0.1624300 -0.0821370 -0.0208240 0.1019100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.156 0.156 0.000 0.000 0.000 0.000 0.000 0.000 -0.101 -0.101 0.000 0.000 -0.162 0.235 0.000 0.000 0.004 0.130 0.000 -0.127 0.000 0.000 0.000 0.000 0.352 0.000 0.000 0.714 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.156 0.156 0.000 0.000 0.000 0.000 0.000 0.000 -0.101 -0.101 0.000 0.000 -0.162 0.235 0.000 0.000 0.004 0.130 0.000 -0.127 0.000 0.000 0.000 0.000 0.352 0.000 0.000 0.714 0.000 0.000 0.000 0.000 10.880857 NA 9.400072 8.058466 11.145929 12.386307 12.277247 11.983200 8.151576 9.989519 11.035034 11.305719 8.972606 10.738541 11.934028 10.567740 4.140476 12.013153 9.891244 11.243276 10.674615 9.531243 11.142531 12.504902 12.385515 9.771184 NA 3.888539 9.713309 9.674092 10.7891666 11.8097872 11.0987743 1.2447044 11.3758990 10.4045564 14.3331810 9.6845160 5.7204180 8.4638537 8.3867920 11.0600684 9.3828544 7.1515757 10.4382105 8.3944323 5.1515747 11.1985178 9.2432756 5.9451254 13.3279982 2.0520333 10.4789038 11.0382884 5.1988831 5.9311866 1.8296466 10.6148276 NA 9.2725911 8.2531138 11.2432755 12.2880542 11.1504482 11.1794817 11.3357898 0.2446435 -0.7553565 7.4830902 9.3361205 4.5666143 2.9451207 11.1084842 11.6115537 11.2230380 11.6803553 10.1827945 10.1857326 8.5666131 9.9152971 5.7041167 10.5535929 9.9743059 5.5114712 0.2446435 7.0712339 8.4416312 9.9241652 10.1341891 6.6958964 9.8249436 4.8885436 TCGA-HD-8635 61 0 NA 695 head and neck stage iii t1 n1 mx 19-3-2015 female 2012 NA NA head and neck squamous cell carcinoma yes 36 1976 1 white not hispanic or latino 241.45.0 1 4 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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5.4229360 2.5749492 12.4315215 5.2974079 10.2281437 7.8603427 3.8968724 10.8991209 10.5459090 11.7073013 10.9932147 10.7711737 NA 8.3351612 10.9911045 NA 5.3822937 9.4489996 10.9076483 8.0890627 6.5476334 -0.7471000 5.8529252 -0.7471000 10.8533898 6.6280518 12.4632270 10.5732262 9.8114330 6.1233765 3.4895044 13.0714946 4.2530135 9.0897097 11.9351290 9.7404102 11.7042234 1.8379836 9.5884026 8.5928621 12.1653403 8.1387085 12.2409868 1.5749250 9.6824190 2.4229326 4.5749431 0.00194180 0.00000000 0.46024000 0.43361000 0.00805670 0.00805670 -0.00498440 -0.00498440 0.00889200 0.86990000 0.86990000 -0.46791000 -0.47020000 -0.47020000 -0.16586000 -0.47109000 -0.01174900 -0.46483000 0.00041593 -0.46504000 -0.47217000 0.00346870 -0.46281000 0.07555900 0.07555900 -0.47056000 0.00583090 0.00583090 0.69279000 0.67511000 -0.23202000 0.02118300 -0.00720720 0.00000000 0.00000000 -0.46732000 -0.46732000 -0.47681000 -0.47681000 -0.08034600 -0.08034600 -0.08034600 -0.48764000 -0.00512270 -0.01293200 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11.0555286 9.5545085 4.6586628 11.7073013 9.5151071 10.9932147 10.6949190 10.3391485 10.7317819 12.6435373 12.1525580 8.2698205 2.0603587 0.8379432 9.4997528 9.9076483 10.9779524 12.2706906 9.8832794 2.5749492 11.9441014 10.5749404 13.7586992 9.1733651 7.0539118 9.1402329 8.7083393 11.2459506 8.8886215 8.8584918 9.8529250 8.2302924 8.2698205 11.3241394 9.5579339 8.9603715 13.4902969 1.5749250 10.2166309 9.7062829 6.3191013 6.4914170 4.6453270 9.1718756 0.2530211 8.9360068 9.1659016 10.9932147 10.7711737 10.9957428 10.9911045 10.7819547 2.7124417 5.5749401 8.7226542 13.4593399 6.9464993 3.9534515 10.8533898 11.9495452 9.8114330 12.6724458 11.0396903 11.1129352 9.1463138 9.0897097 6.7687123 10.3358266 9.7317818 2.0603587 NA 7.0922159 8.9731538 9.6061590 10.3628429 6.8152552 10.0651895 5.8529252 TCGA-HD-A4C1 41 0 NA 11 head and neck stage iva t4a n2b mx 19-3-2015 female 2012 NA NA head and neck squamous cell carcinoma yes NA NA 7 black or african american not hispanic or latino 260.34.0 3 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5.364450 5.959606 NA 10.829102 NA 9.476083 8.391060 11.434426 12.186120 11.254615 11.278483 11.269035 4.167414 NA 8.542162 9.946850 8.125009 1.617204 10.946210 11.668423 11.554483 12.398808 10.209671 10.375437 9.862427 10.133933 6.402316 10.500294 10.314182 NA NA 1.617204 8.928476 10.298704 10.610759 7.406049 9.721251 4.301712 TCGA-HD-A633 74 0 NA 421 head and neck stage iva t4a n0 mx 19-3-2015 male 2012 NA NA head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 301.35.0 1 6 NA NA 3 3 1 2 2 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 6 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 6 0 0 2.892543e-06 1.029078e-06 8.3471828 NA 10.1125096 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1.6747770 8.9819582 8.3454137 9.7602299 11.6908694 10.9592925 10.6821353 11.0641200 NA NA 8.9894992 10.5404907 3.9226831 3.3751924 10.3877143 11.3632264 9.7388266 12.7184684 11.1349574 10.6641520 9.0573815 10.2483622 7.9345006 10.2681486 10.2550161 NA -1.3251778 2.1341881 9.1402014 9.4511905 9.6470194 6.7191519 9.3480666 4.6520390 TCGA-HD-A634 56 1 130 10 head and neck stage iva t3 n2b mx 19-3-2015 male 2013 NA NA head and neck squamous cell carcinoma yes 40 1993 2 white not hispanic or latino 301.35.0 3 5 NA NA 2 3 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.343873e-07 4.728195e-07 6.28445306 NA 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4.24598236 8.40066045 8.13718841 3.03652092 11.08228552 10.14635649 9.00086677 8.75248803 9.12531402 -0.96353183 3.28445491 NA 4.46279181 -0.02205800 0.23814000 0.34762000 -0.04831600 0.00471900 0.00471900 -0.00885260 -0.00885260 0.70101000 0.70101000 0.70101000 0.10555000 0.10555000 0.10555000 0.17091000 -0.00968060 -0.00968060 0.00000000 0.00000000 0.00930980 0.00930980 -0.00387790 0.00069327 0.38398000 0.38398000 -0.04644800 0.64561000 0.64561000 0.04242900 -0.00013862 0.02370600 0.00849650 -0.02205800 -0.02205800 0.23334000 0.34178000 0.34178000 0.34762000 0.34762000 -0.00595220 -0.00595220 -0.00595220 -0.77583000 -0.00110870 -0.00110870 -0.00110870 0.00000000 -0.00885260 -0.01856300 0.67548000 0.10555000 0.10555000 -0.02205800 -0.02205800 -0.00788630 0.00166420 -0.00968060 0.00000000 0.00824670 0.00930980 -0.00249380 -0.00249380 -0.00387790 -0.04631200 -0.04631200 0.00069327 0.69521000 0.38398000 0.34161000 -0.04644800 -0.04644800 -0.01794100 0.06250800 0.06250800 0.06250800 0.000 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10.17287625 10.81993341 8.64939451 10.31729661 10.24597927 8.31729683 6.66588304 9.45859055 11.22264012 7.78806967 3.94341503 -0.96353183 8.80305489 1.03653850 9.38746508 6.03652531 7.28919171 8.43098855 10.37526223 10.22264012 10.90071204 NA NA 8.47467331 9.45543264 8.89606079 0.03646817 10.47427795 11.07269952 10.05750578 14.07929673 11.38967269 10.51832534 7.55616191 10.84068518 9.09451769 10.04845200 9.76699609 1.03653850 -0.96353183 9.14766158 8.09603251 9.57859045 8.34713854 8.29862074 9.56008784 4.73696740 TCGA-HD-A6HZ 79 0 NA 111 head and neck stage iii t2 n1 mx 19-3-2015 female 2012 NA NA head and neck squamous cell carcinoma yes NA NA 1 white not hispanic or latino 318.33.0 2 4 NA NA 1 1 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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9.0377858 9.9297261 8.4428734 3.7273759 NA 8.4453675 NA 10.7431747 -0.7321646 13.1521184 9.5804679 10.9416987 4.4378736 4.2665917 13.2503177 7.9261596 10.3258652 8.8566627 9.7621636 11.1923893 1.5898593 10.2243241 7.9509425 11.8789727 8.3894816 12.5076956 1.2679552 10.8854154 1.5898593 3.5898713 0.3925300 0.1473200 0.4183700 0.4125100 -0.2058100 -0.1858000 0.7630000 1.3229000 0.0859960 0.0910630 1.1067000 -0.1729200 -0.1729200 -0.1729200 0.1204000 -0.1348700 -0.1348700 1.6875000 2.3356000 -0.0221450 -0.2050600 0.1029900 0.1325000 0.4141300 -0.0322640 -0.2351600 0.1932000 0.1932000 0.0473200 -0.2158500 0.0000000 0.0724490 -0.1821500 -0.1821500 -0.1824000 -0.1797400 -0.1797400 -0.1797400 -0.1797400 -0.2030700 -0.1808900 -0.1808900 -0.1808900 1.1237000 -0.0075597 -0.0075597 -0.2058100 0.5566200 -0.2112700 0.0859960 -0.1729200 -0.1729200 0.3465400 0.2847500 -0.1934500 -0.1348700 -0.0596240 0.1095500 -0.2094800 -0.1769200 1.3022000 -0.2328400 0.1121300 0.0711170 0.0711170 0.1325000 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14.7885347 9.9181022 7.8752782 8.4651648 8.9118042 12.5599819 9.4874916 8.2366146 10.3218670 10.0178174 9.8349532 11.2555672 9.0558505 10.1490619 12.7084278 2.4378669 10.8022508 10.1157882 5.8225364 8.3313429 2.2679552 9.5999844 0.8528778 9.3313429 9.3672957 10.3041215 10.8477352 10.9230313 11.0299146 11.0643932 2.2679552 4.2221477 9.7257700 12.2691802 9.5182464 3.9118066 10.7431747 11.6538103 10.9416987 12.0039270 10.4453675 10.4428736 9.2735725 10.3258652 8.0656095 9.5694442 9.9234786 4.9958689 1.2679552 7.3340372 9.8802175 9.6952608 10.0278361 7.3013709 10.8762027 6.0753037 TCGA-HD-A6I0 56 0 NA 210 head and neck stage iva t4a n1 mx 19-3-2015 male 2013 NA NA head and neck squamous cell carcinoma yes 15 1973 1 white not hispanic or latino 318.33.0 3 6 NA NA 3 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 6 0 0 0 0 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-0.1852445 -0.1852445 NA 10.3461492 NA 13.0872517 6.8346923 9.1162639 NA 2.7614980 13.3039885 NA 9.1479230 5.4871937 10.0344082 10.4522983 NA 9.4658194 6.9127995 7.5082543 9.4368196 12.2180461 NA 9.8175828 NA 2.9846987 0.51141000 0.48578000 0.01140000 -0.00083160 0.55319000 0.55319000 -0.00415460 -0.00415460 -0.00387790 -0.00387790 -0.00387790 1.06610000 1.06610000 1.07570000 1.09360000 -0.00193990 -0.00193990 -0.00324430 0.00235810 -0.00691950 -0.00691950 0.55195000 -0.00083160 0.00221930 0.00221930 -0.00401620 0.01034700 0.01034700 0.13954000 0.00346870 0.00346870 0.00346870 0.55054000 0.46195000 0.47821000 0.00000000 0.00000000 0.00000000 -0.00567570 0.00416320 -0.00048211 -0.00048211 -0.00207840 -0.60642000 -1.16980000 -0.00149820 0.55319000 -0.00415460 -0.02070800 -0.59935000 -1.12780000 1.07570000 -0.00609040 -0.00211470 0.00889200 -0.00193990 -0.00193990 0.00235810 -0.00691950 -0.00691950 -0.00193990 -0.00193990 0.55195000 -0.00719580 -0.02356600 -0.00083160 -0.00083160 0.00221930 0.00221930 -0.00401620 -0.01809000 0.00291330 0.15846000 0.15846000 0.13954000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.478 0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.553 0.000 0.000 0.000 0.000 1.076 1.076 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.478 0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.553 0.000 0.000 0.000 0.000 1.076 1.076 0.140 0.140 9.8105348 NA 9.3380945 6.6851328 10.7963350 7.6851321 8.1984721 11.5650560 8.0815543 10.0058269 11.1366958 10.3126196 8.1276508 9.3225623 11.7798305 10.0507819 2.4353619 10.7373224 10.3490706 11.4459448 10.0591316 8.4942480 10.9940548 13.7418003 13.3271379 7.3383299 -0.1852445 3.7216570 9.4477629 8.0483877 10.3225624 11.4322352 10.7126132 1.3997180 9.5117353 12.3163562 13.5127062 8.6820465 5.8591620 8.5763188 6.5562347 11.2331475 8.4901601 7.6974110 10.9453383 9.0579416 3.1367000 8.9127998 8.9846927 4.3383317 8.8091211 1.8147555 8.6974107 13.4901735 5.8371359 5.3997317 NA 8.9746392 NA 8.0242210 8.3577996 11.4459448 9.7791087 10.3969098 9.5796393 10.0531724 NA NA 6.8259955 9.1411972 4.0626916 1.8147555 10.3461492 9.5238516 9.1162639 12.4792150 11.1898072 9.2577112 8.3959685 9.1479230 7.8808569 11.6140493 7.6615743 3.2742020 NA 1.3997180 9.9114302 8.1723200 8.0387692 7.3770101 8.5928449 0.8147555 TCGA-HL-7533 65 0 NA 1057 head and neck NA NA NA NA 19-3-2015 male 2008 NA NA head and neck squamous cell carcinoma yes 25 1963 NA white not hispanic or latino 215.48.0 3 5 NA NA 2 3 2 3 2 2 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 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 4 0 4 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 7 0 0 0 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 4 0 4 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 6 2.230472e-05 7.908983e-06 10.1708750 NA 10.9697261 -0.1328943 9.6999841 10.5448138 8.7814794 16.5950479 6.0269660 8.3162431 NA 8.2399593 NA 9.4716474 9.0667665 3.5109493 12.2336896 10.1043042 NA NA 7.7799833 4.8212918 11.2243713 NA 10.4734994 10.8447319 10.5244126 NA -1.1328943 2.3265373 -1.1328943 14.5630837 3.1890180 11.0780699 6.0569195 4.3589448 12.1077365 -1.1328943 NA 2.1890338 12.6383773 8.8443740 -0.1328943 11.3445995 1.4520682 11.5156765 4.3265230 6.4139883 NA NA NA 3.1150166 -1.1328943 16.5205052 16.7294135 12.7363024 11.1634369 12.3559385 NA NA 1.1890338 14.3079958 3.0370132 9.3326605 12.4405047 2.9167250 18.8008209 10.9186430 NA 6.9545569 -1.1328943 11.4009106 4.6999846 10.6619161 0.4520682 5.8212893 11.4690970 9.6744492 11.5977257 11.6058198 11.0989154 NA 8.1799772 11.4944001 -1.1328943 NA 9.4982712 9.0838402 8.9358725 0.4520682 NA 9.9944437 NA 11.6169636 2.3265373 13.1286015 9.8806263 10.3382613 NA 3.6160871 13.8287248 7.8586158 10.1340213 10.8825092 9.1249298 10.3911462 0.8671057 11.0704422 8.3183051 11.3154686 7.7679613 10.8205631 -1.1328943 11.1238925 0.4520682 2.7739752 -0.0354780 -0.0645950 1.2018000 0.1093200 0.0035772 0.0035772 0.0112300 0.5932800 -0.6944300 0.1201700 0.8178200 0.7151700 0.6402600 0.0142990 0.0142990 0.0184920 -0.6802400 -0.0083307 -0.0086068 -0.0255130 -0.0255130 -0.0090208 0.0096972 0.0249390 0.0249390 0.6702600 0.0715030 0.0715030 0.0586210 -0.0130190 -0.0106760 0.5775100 -0.0354780 -0.0354780 -0.0645950 0.0016339 0.0016339 0.0016339 -0.0137070 -0.0058442 -0.0058442 -0.0058442 -0.0058442 -0.0094348 -0.0094348 -0.0094348 0.0035772 0.5932800 -0.6922600 -0.8116300 0.6402600 0.0142990 -0.0088828 -0.0088828 -0.0045998 0.0184920 -0.6812100 -0.0179710 -0.0255130 -0.0255130 0.0000000 0.0029491 -0.0090208 0.0962030 0.0962030 0.0096972 0.0346460 0.0249390 0.0023277 -0.6486700 0.1618800 -0.0130190 0.0750960 0.0750960 0.0586210 0.000 0.000 0.000 -0.680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 0.037 0.000 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.200 0.000 0.000 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.622 0.000 0.000 0.000 0.000 0.000 0.000 -0.680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 0.037 0.000 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.200 0.000 0.000 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.622 0.000 0.000 0.000 11.1579770 NA 9.8621970 10.0206462 11.6633367 10.9056566 10.6089825 11.5064349 7.9223769 9.0420199 10.0722765 11.5217302 9.5306523 10.3609497 10.5014515 11.0753285 4.9781270 11.5977257 10.8154614 11.6058198 10.7668288 10.5452541 10.5614521 12.7116833 12.8060305 0.8671057 NA 2.3265373 9.1685904 9.2796640 11.3051063 12.0023225 11.7645615 2.0370307 11.4245579 10.9375506 14.4568907 9.8450895 6.7739845 8.5395194 8.5588378 12.2547077 9.9210268 9.5046248 10.3100376 8.7679610 12.2336896 10.6001095 9.6369320 6.7558370 12.6383773 3.8670958 9.4407413 11.1634369 6.5109508 6.1432179 NA 10.3219076 0.4520682 9.1408898 7.7343730 11.6058198 11.0989154 11.1286015 11.4944001 11.4515870 NA NA 9.6512709 9.3758794 5.0168395 0.4520682 11.6169636 11.3694287 10.3382613 12.4131446 10.6619161 9.5864829 7.9519025 10.1340213 7.9223769 9.7405384 10.2812508 3.5675333 -2.1916561 6.5465750 9.3218871 9.5359792 9.3639479 6.7919065 9.9311633 4.6484539 TCGA-IQ-7630 49 0 NA 485 head and neck stage ii t2 n0 m0 19-3-2015 male 2011 NA NA head and neck squamous cell carcinoma yes NA NA 0 white hispanic or latino 188.56.0 1 3 1 1 3 3 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.86473e-06 1.029078e-06 8.475289612 NA 10.603068259 1.583182079 8.966872820 10.922523825 8.898066531 16.462181733 7.338056206 8.291294584 7.181427598 8.044420896 NA 9.783930992 8.892013301 4.168128530 8.993502279 11.735312649 NA NA 9.562990867 4.905095729 10.891001930 NA 10.771894902 10.183081518 10.308440288 -1.586839224 -0.001732274 2.113667165 NA 14.150332524 7.134343145 10.306924427 7.311088906 5.258733730 11.756151686 -1.586839224 NA 2.583158004 13.438815824 8.722720113 -1.586839224 11.043738336 5.993389055 12.621325575 5.320134432 6.435611927 -0.586839224 NA -0.586839224 3.057103637 2.872671187 16.242365191 16.649626033 12.278818419 11.591597284 12.413771900 NA NA 2.500700092 14.234793448 NA 8.583168537 10.930174784 NA 18.934747298 12.451391051 NA 6.413243723 NA 10.826342634 5.057099304 10.559812319 6.168130536 3.661168118 11.455758063 7.430051887 12.392816215 10.501369377 10.945843083 3.500712838 8.421672283 11.124910635 NA 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8.548953 9.319383 11.5707485 12.0189546 10.5292627 -1.5868392 11.2453425 11.4090108 15.2648702 9.9687915 6.3380553 9.6245235 9.0714551 12.1901907 9.2871183 8.5881693 10.6336220 9.1962419 8.9935023 10.9627877 8.8716502 5.7078643 13.4388158 4.3201308 10.5026942 11.5915973 6.6847065 5.4576370 NA 9.6123025 NA 9.4195696 9.4244710 10.5013694 10.9458431 11.4783231 11.1249106 11.9696300 0.4132691 NA 7.4630919 10.4107760 5.0570993 3.2205931 10.8279289 11.3608806 11.1014939 12.2326245 10.5671124 10.5553508 9.5655284 8.7147397 8.1274894 10.7230042 9.9792977 2.1136672 -0.5868392 4.4356086 9.2892846 9.9284507 9.6486596 7.4132437 10.1851458 4.6800317 TCGA-IQ-7631 60 0 NA 388 head and neck stage ii t2 n0 NA 19-2-2015 female 2011 NA NA head and neck squamous cell carcinoma yes 30 1963 0 white not hispanic or latino 188.54.0 3 2 NA NA 2 2 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.1707343 10.8762853 10.7436223 11.4323214 11.7452534 11.0435615 1.4703026 8.6341943 10.7115612 2.6077919 0.1483484 8.1342066 10.2144540 6.2673054 1.4703026 12.0996496 6.0063452 2.3182879 10.7813600 5.4882161 12.8740507 9.1627619 10.3523245 1.9557220 1.8398790 13.0384391 4.1483647 9.8953494 10.2955698 8.9909980 11.0271822 3.0552477 10.7167961 8.2331734 11.2834328 8.2278498 10.6591290 1.4703026 10.5572253 1.4703026 6.3675336 0.00263570 0.00263570 0.00458000 -0.02527500 0.00740560 0.00740560 0.80259000 0.80259000 -0.00940460 -0.00940460 -0.00940460 -0.00581400 -0.01629200 -0.84979000 -0.01587900 -0.01808700 0.77772000 -0.00816240 -0.00816240 0.00041593 0.00041593 -0.01958900 -0.03490400 0.00000000 0.00000000 -0.08810900 -0.03871400 -0.03871400 0.06680200 -0.01773000 -0.00429290 -0.00429290 0.00263570 0.00263570 -0.00396620 -0.00083160 -0.00083160 -0.00083160 0.00458000 0.00854890 0.00854890 0.00854890 0.01992300 0.00124810 0.00124810 0.00124810 -0.01381500 0.81103000 0.81103000 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10.5566947 9.8199059 11.2753919 13.8233692 12.3939176 8.4244892 -0.8515214 1.7333110 9.4725454 9.3492635 10.825204 12.421578 11.597514 2.318288 11.025649 10.039389 14.672447 6.367534 8.290472 9.498199 8.683640 11.721302 7.041424 9.101106 9.896558 9.877986 5.889831 9.682668 8.058258 7.640218 13.824597 6.235829 10.281507 11.306659 7.323291 1.733311 4.505916 9.229182 2.148381 9.448717 9.834865 11.745253 11.043561 9.474794 10.711561 10.655168 5.929725 4.433767 9.394571 9.657150 8.772246 2.607792 10.781360 10.726738 10.352325 12.547776 10.227183 11.257869 9.395105 9.895349 8.403393 10.758467 10.601121 NA NA 7.396292 10.123267 9.500408 9.355379 8.908253 10.549778 6.214453 TCGA-IQ-7632 68 0 NA 441 head and neck stage iva t4a n0 m0 19-3-2015 female 2011 NA NA head and neck squamous cell carcinoma yes 10 1961 0 white not hispanic or latino 188.56.0 3 1 3 3 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.2502548 10.6291651 5.9257289 1.9386622 10.9036278 10.1770729 11.7599502 9.2332889 11.5984093 4.9892934 8.2987312 11.1355337 NA NA 9.4120839 9.1327215 1.7162886 NA NA 7.4800413 NA 10.5994281 -0.8688056 13.0882338 9.2510326 11.0378281 0.1313261 1.2818466 13.6642170 4.2187734 9.8481326 9.4293758 10.1136722 11.5049941 NA 9.5009106 8.0531542 12.3245305 8.7930915 12.3494223 1.1313261 12.5280518 NA 6.2398372 0.040892 0.040892 0.054091 -0.050776 0.064530 0.064530 3.656900 -0.129530 0.065513 0.065513 0.065513 -0.089037 -0.089037 -0.090096 -0.090096 -0.076412 -0.076412 -0.101840 0.039619 0.054233 0.054233 0.138350 0.064601 -0.056038 -0.056038 -0.097100 0.219290 0.219290 0.000000 -0.047454 -0.047454 0.062508 0.040892 0.040892 -0.041570 0.054091 0.054091 0.054091 0.054091 -0.095120 -0.095120 -0.095120 -0.095120 -0.050776 -0.050776 -0.087844 0.064530 -0.129530 -0.129530 -0.006266 -0.423310 -0.090096 -0.099472 -0.099472 -0.099472 -0.102880 -0.076412 0.039619 -0.163960 -0.017687 0.034254 0.034254 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15.1370908 9.9273528 6.3407670 9.2605962 9.4744989 12.1728013 9.0373320 8.3456323 10.3223724 8.2214257 5.8455578 11.3525983 8.1838815 9.4767185 11.4758866 2.5907457 10.7890783 11.0253730 5.1085914 6.0139557 3.5236247 10.5380497 -0.8688056 8.9924002 9.4190256 9.2332889 11.5984093 10.6839824 11.1355337 11.2210947 4.5907457 3.9386716 7.8421196 9.5438831 9.5554795 2.1313261 10.5994281 11.5185228 11.0378281 11.9881278 10.2968484 10.5079813 8.3792406 9.8481326 6.7679381 10.4213321 9.9378628 NA 2.4532542 10.1021382 7.9088315 9.7715581 9.7321554 7.7787717 10.1291984 4.2605978 TCGA-IQ-A61E 55 0 NA 588 head and neck stage iii t3 n0 mx 19-3-2015 female 2011 NA yes head and neck squamous cell carcinoma yes 45 1983 0 white not hispanic or latino 311.35.0 1 6 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 4 0 0 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 6 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 7 4 6 0 0 0 0 0 0 0 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hispanic or latino 311.35.0 2 4 NA NA 2 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 4 0 0 3.98918e-06 1.491606e-06 6.5025677 -1.1341603 10.5165464 NA 8.4732739 10.1582651 9.2763948 16.2487363 7.4806529 7.5594306 5.9639757 8.8757721 NA 9.1162418 10.0464741 4.0358702 -1.1341603 10.5129521 NA NA 5.2234959 8.3130268 9.9861812 0.4509077 10.8392820 10.5321674 10.2943036 NA -1.1341603 0.4509077 0.4509077 13.1107532 -0.1340020 8.9666058 5.5241546 5.9534073 12.0349288 -0.1340020 NA 1.6732850 12.1995181 8.9560558 NA 10.8595894 4.1383394 11.3705141 7.3171548 4.8659436 -1.1341603 NA -1.1341603 2.9534143 0.8659188 15.7211523 16.1968467 12.8300134 11.3655402 11.3414235 -1.1341603 NA -0.1340020 12.8942812 0.8659188 8.1559622 10.6696709 NA 18.3558070 9.9757740 -1.1341603 6.3497598 1.1878944 10.9563867 3.9952222 10.9316961 6.2837959 1.8659584 12.3349492 9.9600211 13.5073082 10.3522757 10.3672830 NA 8.9926478 10.8514296 -1.1341603 NA 9.4980298 7.4471436 6.5594306 1.6732850 NA 7.4584001 NA 9.9913569 NA 13.3162525 9.0593702 10.8567564 NA 0.8514392 13.2793069 2.1878627 9.8945401 3.5663890 9.8119504 8.8855341 1.4509077 10.5998061 8.6972505 10.6460730 8.6619829 11.5097996 NA 10.5299461 NA 1.6732850 0.00986690 1.01470000 1.27860000 -0.52747000 0.04075100 0.04075100 0.02202400 0.02202400 0.01824300 0.01824300 0.55337000 -0.53896000 -0.51494000 -1.06930000 0.05565800 0.02188400 3.65690000 0.01656500 -0.50672000 0.12285000 0.68347000 0.05779600 -0.17675000 1.05020000 -0.49861000 -0.54844000 0.60377000 0.04145800 0.79941000 -0.49016000 0.04344000 0.02185200 -0.02284400 -0.02284400 -0.53916000 -0.50970000 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10.367781 NA 9.659376 4.075396 10.985209 10.544535 8.742460 11.193496 7.627494 9.629986 11.306294 10.853563 6.524155 10.582334 12.936651 10.119791 5.295558 13.507308 8.846083 10.352276 9.821593 10.636194 11.215225 13.659932 13.500130 9.301614 -0.134002 2.865939 8.952080 10.186744 10.6270790 12.2669562 10.7309033 -0.1340020 9.3767076 11.1058402 15.5607476 9.6349548 5.1513474 8.3577965 8.2859034 11.9801738 9.2751964 9.1103071 10.5290567 9.5533190 -1.1341603 10.6233334 9.5374844 5.5383674 12.1995181 4.7728358 10.5075436 11.3655402 7.3737378 4.1878707 2.3253864 9.4667855 -0.1340020 9.1443929 9.4405370 10.3522757 10.3672830 11.0914521 10.8514296 10.2948269 1.6732850 0.8659188 7.6274945 9.2311722 3.3253720 2.8659386 9.9913569 10.8883112 10.8567564 13.0733391 11.2409828 10.7996341 8.3005718 9.8945401 8.3088869 10.2119030 9.5836199 NA NA 1.6732850 8.3732423 9.7355372 9.1478734 8.4546579 9.8834478 3.7239298 TCGA-IQ-A61H 76 0 NA 412 head and neck stage ii t2 n0 mx 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 30 NA 0 white hispanic or latino 311.35.0 4 4 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 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 4 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 3.365362e-06 1.223768e-06 8.994619321 1.004537347 11.621294022 3.396830800 10.037938529 10.185046250 8.860941078 15.073818389 7.776005260 7.405395083 4.958712780 8.221261330 -0.995390747 9.727323007 10.822298597 4.326443869 4.396830800 11.287603827 0.004465437 0.589475878 9.813479636 4.289915596 10.859383831 3.528083671 10.797712343 10.545612052 10.313991884 0.589475878 2.811861451 3.811871724 0.004465437 13.976328440 5.480248963 11.237236197 9.040689181 8.266610409 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5.811869155 5.745982156 6.271302408 9.622900892 0.004465437 9.949227481 9.789150343 11.063521885 10.157434101 10.075307326 10.732010510 11.572471537 1.811881996 9.115651041 9.963481349 11.171619986 9.287603885 6.370837335 10.317965390 11.613463279 10.895159757 12.236036681 10.980363464 10.661387181 8.947029929 10.583359900 7.958711621 10.217619697 10.244114048 1.811881996 3.093678480 6.551409888 7.886180037 9.710147946 10.080662992 6.805414997 10.514785152 5.113042003 TCGA-IQ-A61I 63 1 2 NA head and neck stage iva t1 n2b m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes NA NA 3 black or african american not hispanic or latino 311.35.0 3 5 NA NA 2 4 2 3 5 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.142859e-06 1.251581e-06 10.1509212 NA 10.9631017 -1.1939647 8.9545471 10.0063562 8.7790505 16.8602192 6.6515612 8.1897747 5.6134256 8.8961831 NA 8.5659589 10.2048143 5.2154612 11.0983923 10.0581446 NA NA 5.7368078 10.8514890 10.2787614 NA 9.8242708 9.6381694 10.6663817 NA -0.1939647 1.1280294 NA 11.4290375 8.9596227 9.7144633 6.1369870 4.2655044 11.5273834 1.8060765 NA 0.3909978 9.6825875 8.4226194 2.7129699 12.4477837 1.6134374 9.7862102 5.8504644 5.1459220 -1.1939647 NA 1.8060765 3.8935370 2.1279964 15.7783324 13.8592566 12.8708975 11.0203897 12.9193244 NA NA 1.6134374 11.7093876 1.1280294 9.9766217 11.9029504 1.8060765 17.4245027 10.6045424 NA 6.6004868 -0.1939647 10.7282833 4.1636195 10.4377024 1.6134374 4.5339931 12.2081500 10.0197824 12.5977412 11.8594874 10.2547032 0.3909978 8.8788731 10.4050536 -0.1939647 NA 7.1459209 9.3625766 7.0252392 2.1279964 NA 11.3491024 NA 10.9211143 6.3759256 14.1094946 8.3987330 9.7947552 -1.1939647 4.3358905 12.4458635 5.2323346 10.4682939 4.7129589 10.6357933 8.2613978 1.3910528 11.2297118 8.8586388 11.5110549 8.5407802 11.9515251 NA 10.6342071 NA 3.3910390 -0.01519100 0.01363200 0.12741000 -0.03667400 -0.67122000 -0.67122000 0.00000000 0.00000000 0.01349200 0.01291400 -0.01546500 -0.00816240 0.08493200 0.08493200 -0.17537000 0.01810300 0.01810300 -0.00152430 -0.00152430 -0.71835000 0.09014100 -0.01766600 -0.03925800 0.01056400 0.01056400 -0.10316000 0.63408000 0.63408000 -0.10946000 0.04726800 0.04726800 0.73810000 0.01363200 0.01363200 0.01307400 -0.69006000 -0.67628000 -0.67481000 -0.67481000 0.03369000 0.03369000 0.03369000 0.03369000 0.02679500 0.02679500 0.74899000 -0.67122000 0.00000000 0.00000000 -0.68697000 0.08493200 0.08493200 -0.00415460 -0.00415460 -0.00871460 0.01810300 -0.02830100 -0.00152430 -0.04847800 -0.74290000 -0.00013862 -0.00013862 -0.01766600 -0.69532000 -0.69532000 -0.03925800 -0.03925800 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8.4463154 8.3296327 12.8236620 9.3715249 9.7833506 11.1797514 9.6444867 11.0983923 9.6902411 10.4267486 8.9185100 9.6825875 3.7602635 9.5849691 11.0203897 6.0539975 6.3529650 0.3909978 8.6687081 3.1279964 9.1369875 8.4152495 11.8594874 10.2547032 10.5951967 10.4050536 10.2469397 NA NA 8.0396900 12.1188118 13.6055546 3.3910390 10.9211143 9.7566265 9.7947552 13.0156763 11.4458635 11.1948951 9.3510351 10.4682939 7.4499270 9.5475376 8.8116951 5.3138662 -0.2378638 11.9123063 11.3037204 9.7107052 8.1325002 7.4995573 9.5339910 6.6578200 TCGA-IQ-A61J 54 0 NA 440 head and neck stage iva t2 n2b m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes NA NA 2 white not hispanic or latino 311.35.0 1 3 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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8.4157299 11.1682295 NA 0.4712395 9.1946384 9.9987391 7.4523533 3.7931884 -1.1137230 6.5657799 -1.1137230 10.4608930 -1.1137230 12.8271636 9.5930977 10.9466577 4.9086688 2.8460720 13.2094950 7.1900805 10.5678542 10.4485419 10.1474777 10.3177971 2.3457370 9.4215749 9.1342271 12.3153139 8.3539050 12.3070493 0.4712395 11.6478508 2.6936542 5.5301550 0.0058309 0.0058309 0.2916700 0.5627600 -0.0713380 -0.0713380 -0.0442800 -0.0442800 -0.4067300 0.7796400 0.0139110 -0.2808400 -0.2808400 -0.2853700 0.2110000 0.0030522 0.3933000 0.0066653 0.0066653 0.0126550 0.0126550 0.0000000 -0.0206870 0.0052749 0.0052749 -0.0414310 -0.0102320 -0.0102320 -0.2972100 -0.0221980 0.0093098 -0.0339500 0.0058309 0.0058309 0.0054139 -0.3951900 -0.3951900 -0.3951900 -0.8042600 -0.3834700 -0.3834700 -0.3834700 -0.3834700 -0.3853700 0.0181030 0.0050360 -0.0713380 -0.0442800 -0.2071300 -0.4030700 -0.2808400 0.2110000 -0.3989700 -0.3989700 -0.3989700 0.0030522 -0.4015200 0.0066653 0.0126550 0.0126550 0.2638800 0.2638800 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14.5732896 9.9341051 7.3539055 8.5516356 8.8707180 12.7634878 8.4115856 7.8635792 10.4968630 8.5850042 10.2317048 11.3245716 8.1786210 6.5587253 12.7372676 3.7931884 10.7969423 11.0335044 5.7064781 6.6411876 2.7931884 10.4490189 0.4712395 9.7255033 8.4806242 11.1909360 11.9128230 11.0658976 11.1682295 11.1072823 2.6936542 4.5867407 7.4936297 11.5891215 6.7628165 4.5301582 10.4608930 11.5878226 10.9466577 12.0216882 10.4494958 9.8806529 9.2515283 10.5678542 7.2871786 10.1670702 10.2132907 -1.1137230 NA 6.8862989 9.6176440 10.0303204 10.4913160 7.5867392 10.1348201 5.5445101 TCGA-IQ-A61K 70 1 161 NA head and neck stage iva t3 n2b m0 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes 20 NA 4 white not hispanic or latino 311.35.0 1 3 NA NA NA NA 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 351 head and neck stage ii t2 n0 m0 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes NA NA 0 white hispanic or latino 311.35.0 1 3 NA NA NA NA 2 1 2 3 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.80977e-06 8.67213e-07 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.106180 -0.106180 1.206500 -0.037218 0.190860 0.190860 0.055373 0.055373 -0.121610 1.083100 1.083100 0.235040 -0.489110 0.228850 0.228850 0.277890 0.277890 -0.063703 -0.063703 -0.015329 -0.015329 0.000000 0.216220 -0.133680 -0.133680 -0.126810 0.217140 1.242900 0.068091 -0.122260 -0.122260 -0.132900 -0.106180 -0.106180 -0.106180 -0.488170 -0.488170 -0.488170 -0.474900 0.224840 -0.167010 0.247160 -0.482920 -0.037218 -0.037218 -0.037218 0.190860 0.055373 0.055373 -0.121610 0.228850 0.228850 -0.076871 -0.076871 -0.076871 0.277890 -0.122650 -0.078965 -0.015329 -0.015329 0.219910 0.219910 0.000000 0.202440 0.202440 0.216220 0.216220 -0.132640 -0.132640 -0.126810 -0.137680 -0.129660 0.089127 0.077112 0.068091 0.000 0.000 0.278 0.155 0.000 0.000 0.000 0.220 0.000 0.202 0.202 0.216 0.216 -0.134 -0.134 -0.138 -0.138 -0.122 -0.122 0.217 1.243 -0.130 0.181 -0.106 -0.106 -0.488 -0.014 0.235 0.235 0.000 0.000 0.191 0.191 0.000 0.000 -0.122 0.962 0.229 0.229 0.000 0.000 0.000 0.000 0.278 0.155 0.000 0.000 0.000 0.220 0.000 0.202 0.202 0.216 0.216 -0.134 -0.134 -0.138 -0.138 -0.122 -0.122 0.217 1.243 -0.130 0.181 -0.106 -0.106 -0.488 -0.014 0.235 0.235 0.000 0.000 0.191 0.191 0.000 0.000 -0.122 0.962 0.229 0.229 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-IQ-A61O 43 0 NA 360 head and neck stage iva t2 n2b mx 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma spindle cell variant yes NA NA 3 white hispanic or latino 311.35.0 3 3 NA NA 1 3 1 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.8145696 4.2873245 11.3223646 1.5218046 10.5727251 5.3896838 6.7544493 11.8850469 11.0946779 10.9924552 10.1656444 12.3354091 2.0072314 8.8509119 10.0072150 NA NA 8.8401050 9.4202384 7.8509119 -0.8001235 NA 4.0578401 0.7848390 10.7881062 0.1998765 13.1250436 9.3982315 9.3534122 4.8722870 1.9717367 13.9811686 0.1998765 10.5167865 6.2873227 10.8935257 11.3191255 0.7848390 8.9379523 9.5541095 12.2154494 8.3291429 11.3562592 2.0072314 1.5218046 3.0072134 6.1656447 0.01467400 -0.00885260 0.04400700 0.39031000 0.00000000 0.00000000 0.30489000 0.30489000 0.31113000 3.65690000 0.38778000 0.09405600 0.09405600 -0.05712400 -0.05104600 -0.34859000 -0.34033000 0.00624810 0.00624810 -0.17018000 -0.17018000 -0.10592000 0.23241000 -0.29343000 0.12682000 -0.09366700 0.05508800 0.05508800 -0.00225050 0.17129000 0.32221000 0.24373000 0.01467400 0.01467400 -0.00885260 -0.27894000 -0.27894000 -0.27894000 -0.27894000 0.00000000 0.00000000 0.00000000 0.00041593 -0.32368000 -0.32368000 -0.32368000 0.00692760 0.30489000 0.30489000 0.31113000 -1.02140000 -0.05712400 -0.05010000 -0.39730000 -0.02849100 0.03467700 -0.33087000 0.00624810 -0.39453000 -0.17018000 -0.00083160 -0.00083160 -0.13985000 -0.03572100 -0.03572100 0.23241000 -0.14142000 -0.21528000 -0.69505000 -0.09366700 -0.09366700 0.18374000 0.00722170 0.00722170 -0.00225050 0.000 0.000 0.000 0.000 0.000 0.000 -0.410 0.000 -0.140 0.000 0.000 0.232 0.232 -0.293 -0.293 0.000 0.000 0.244 0.244 0.000 0.000 0.277 0.406 0.000 0.000 -0.279 0.000 0.000 0.000 0.390 0.067 0.000 0.000 0.305 0.305 0.311 0.311 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.410 0.000 -0.140 0.000 0.000 0.232 0.232 -0.293 -0.293 0.000 0.000 0.244 0.244 0.000 0.000 0.277 0.406 0.000 0.000 -0.279 0.000 0.000 0.000 0.390 0.067 0.000 0.000 0.305 0.305 0.311 0.311 0.000 0.000 0.000 0.000 11.8625285 4.1540566 9.4780771 6.4286784 12.2703165 8.4525020 2.7848180 11.8443924 13.1173254 10.2679666 10.6339670 10.9332992 8.3057686 9.8062652 9.8062652 9.8775797 4.8012570 10.9924552 9.4238618 10.1656444 10.0080198 10.1842786 10.4701554 13.8892046 12.5332950 3.3697875 0.1998765 NA 8.8292166 10.0586182 11.223614 12.277677 10.908082 3.287325 10.652616 10.487572 13.372753 6.521789 7.651071 8.379769 9.005604 11.412356 8.009178 9.057841 11.024023 9.480631 1.521805 9.518403 7.553007 8.310996 11.695465 4.409316 10.926078 9.898565 7.276675 5.057840 1.521805 8.748682 1.199876 8.638652 11.366965 10.165644 12.335409 10.801631 10.007215 10.548588 5.675593 3.592182 8.575942 12.495486 5.369784 5.057840 10.788106 11.541935 9.353412 12.665299 10.489303 9.657241 10.063272 10.516786 10.352145 9.939641 10.770665 1.521805 0.784839 1.784839 9.087462 9.051609 9.352145 7.082504 10.714574 4.981218 TCGA-KU-A66S 69 1 406 224 head and neck stage iii t1 n1 mx 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma basaloid type yes 50 1962 1 white not hispanic or latino 311.35.0 3 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 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 4 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1.309988e-05 3.476614e-06 10.8005935 4.5889784 10.7707260 -1.1658551 9.7707260 10.3289437 9.0820157 15.6452369 7.1008747 7.8481084 6.3654703 8.6219907 NA 9.2455991 9.3703352 2.8340842 4.5065131 10.0802349 0.8340639 1.8341044 4.2264083 4.7882837 10.5534769 4.8784801 10.3610763 10.2986338 10.7197844 3.9633724 0.4189995 7.0629064 2.5345348 12.7716458 3.4190534 10.6125760 7.1469708 7.6478692 10.8092195 0.4189995 NA 2.8340842 11.4905129 8.4228027 -0.1658551 10.9228763 7.7972154 10.6446597 9.1458364 6.8340880 1.4190534 2.8340842 1.1560082 1.6414535 2.1560082 15.8139361 15.1685887 12.6580523 10.2661079 12.0303828 -1.1658551 2.8340842 2.8340842 12.5673153 3.2935176 9.5738687 11.7220702 -1.1658551 14.7308225 9.8743777 0.4189995 6.8056317 4.0820128 11.2632332 3.9633724 10.6438562 5.9321202 4.0820128 11.8512444 10.0027602 12.1755833 10.4729764 10.3279435 5.6920701 8.7424806 10.6410404 -1.1658551 NA 8.2666301 8.9607926 4.8113683 9.9235386 NA 3.7882890 NA 10.3448522 8.4579697 12.1235306 9.6138239 10.0748794 2.5345348 2.8828387 13.1448428 6.4265449 10.0374360 6.0139981 8.6842749 8.8241922 2.7409707 10.6975000 8.7273896 11.3236852 8.4209278 10.3948985 -1.1658551 9.7969841 -1.1658551 5.5889754 0.00560200 0.00560200 -0.01610500 1.46860000 -0.00369060 -0.00369060 -0.00907990 0.00143580 0.74544000 0.74544000 0.74544000 -0.01073500 -0.01073500 0.00000000 0.00000000 -0.01211400 -0.01211400 0.00282360 0.00282360 -0.01584400 -0.01624300 0.00226830 0.01521700 0.11028000 0.11028000 0.01997200 -0.01431700 -0.01431700 0.04561600 -0.74704000 0.00498810 0.01103100 0.00560200 0.00560200 0.00560200 0.00074226 0.00921970 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7.9028665 11.0988238 13.4164653 8.9478304 10.8238373 10.6006170 7.5687975 9.9068906 11.4938610 11.0015062 5.8992071 12.1755833 9.0263810 10.4729764 10.3349299 10.6866176 11.0362119 13.6845572 13.3650430 12.5508004 -0.1658551 4.9426130 9.5721803 10.4824457 10.468899 11.985897 11.800413 2.834084 9.641443 11.462761 15.050699 6.548333 7.578922 9.817794 9.286329 12.639832 9.711886 8.922876 10.345841 10.780263 4.506513 9.970438 9.329943 10.367904 11.490513 5.666978 9.852288 10.266108 6.685836 5.728906 6.568798 10.406788 1.156008 9.457970 11.299399 10.472976 10.327944 10.462534 10.641040 11.022059 5.023912 NA 10.697380 9.562008 7.128709 3.226401 10.344852 11.286587 10.074879 13.546239 10.752579 10.263495 8.200410 10.037436 9.458884 10.002133 11.167802 -1.165855 3.641442 7.325941 9.826644 10.184475 9.394421 7.272880 10.748099 5.506513 TCGA-KU-A66T 53 0 NA 552 head and neck stage iva t4 n0 mx 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 311.35.0 2 3 NA NA 3 3 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.725665e-06 8.343873e-07 10.1905626 -1.3237326 10.6424866 NA 9.4715698 10.5933408 9.2280500 14.9387853 7.5405279 8.1761876 6.1920422 8.6478854 NA 8.6305380 8.1337228 3.4836997 -0.3237326 10.8349514 -1.3237326 NA 6.1026056 3.0686536 10.9078629 3.3767766 10.8069123 10.3260470 10.4605676 NA 1.7172542 -0.3237326 -0.3237326 14.5425098 0.9982677 11.2361967 5.5467062 3.5343231 12.1973286 0.6763577 NA 5.1026077 13.8450922 8.9824033 NA 11.3914457 8.6306981 11.3663397 7.2836718 7.5405279 -0.3237326 -1.3237326 NA 2.8462727 3.5343231 14.1887097 13.6790627 12.5964154 10.4308117 12.0893084 1.2612901 NA 0.6763577 13.1604723 1.9982677 9.0963019 10.2767193 NA 17.7396657 7.6564814 NA 6.5589854 0.9982677 12.1665659 2.7637940 10.6018961 6.4511287 5.0513808 11.8726364 10.0605858 12.4944105 10.1846317 11.4482438 NA 8.7410844 10.4029856 2.1357647 -1.3237326 8.9301891 8.4194930 7.2461971 -0.3237326 4.8857940 6.3698294 -1.3237326 10.1646840 NA 13.6310833 9.9779407 10.9266401 2.9242709 1.2198345 12.8321877 8.6987095 9.8205346 10.4977171 10.2885145 10.8689427 1.9982677 10.5677457 8.7756896 10.7897583 8.0228555 11.2421578 NA 10.3593363 NA 6.8760135 0.378390 0.434120 0.879660 0.495970 0.482680 0.482680 3.656900 -0.208340 3.656900 3.656900 1.680000 -0.353620 -0.353620 -0.486030 -0.450400 -0.468650 3.656900 2.079200 3.656900 -0.473740 -0.473740 -0.375720 0.079880 0.114620 0.146820 0.068378 3.603800 0.119020 0.246690 0.705880 -0.486070 0.307610 -0.211190 -0.211190 -0.210450 -0.195870 -0.194620 -0.500380 -0.500380 0.000000 0.000000 0.000000 -0.014503 -1.084300 -0.491830 -0.482290 0.482680 -0.208340 -0.208340 -0.496630 -1.292900 -0.475640 -0.439400 -0.439400 -0.439400 -0.468650 -0.490780 -0.366910 0.395120 -0.473630 0.081610 0.703260 -0.449640 0.087245 0.087245 0.079880 -0.534090 -0.480810 -0.480810 -0.537230 0.262940 -0.477230 -0.023977 -0.715330 0.255110 -0.439 -0.439 -0.469 -0.469 2.079 0.133 -0.474 0.703 -0.450 0.000 0.000 0.000 0.000 0.115 -0.344 0.000 0.195 0.717 0.717 0.148 0.148 -0.477 0.429 -0.160 -0.160 -0.500 0.379 0.000 0.000 0.004 -0.490 0.483 0.483 0.131 -0.208 -0.497 1.183 -0.486 -0.486 0.000 0.247 -0.439 -0.439 -0.469 -0.469 2.079 0.133 -0.474 0.703 -0.450 0.000 0.000 0.000 0.000 0.115 -0.344 0.000 0.195 0.717 0.717 0.148 0.148 -0.477 0.429 -0.160 -0.160 -0.500 0.379 0.000 0.000 0.004 -0.490 0.483 0.483 0.131 -0.208 -0.497 1.183 -0.486 -0.486 0.000 0.247 9.944299 NA 9.127728 4.607082 11.010615 13.751448 9.784866 11.358019 11.545743 8.848769 10.516726 10.638515 7.312966 11.674050 12.233446 13.903017 4.921417 12.494411 8.697322 10.184632 9.940784 10.646807 11.020915 12.424622 12.395517 9.196960 NA -1.323733 9.054637 13.241027 11.1005080 12.2482128 11.9263440 1.4836739 11.2354798 10.3584585 14.2397138 9.3084282 5.4836965 9.2827470 9.2518810 12.9743326 9.3767813 8.9195156 10.5020956 8.8512674 -0.3237326 10.9515933 8.8930876 4.1026077 13.8450922 4.2309331 11.1306410 10.4308117 5.9524664 5.6650260 -0.3237326 9.6571953 1.6763577 9.7704194 9.4470055 10.1846317 11.4482438 10.4123208 10.4029856 10.7574923 NA 0.2613503 5.9709618 9.3434533 5.9524664 1.8462727 10.1646840 11.0234094 10.9266401 13.0630799 11.1249743 10.1078393 7.7822500 9.8205346 7.6791570 9.8081987 9.4997090 NA NA 3.7638046 8.4510792 9.5343227 9.8747868 6.8710982 10.4707576 3.5832302 TCGA-KU-A6H7 55 0 NA 378 head and neck stage iva t2 n2a m0 19-3-2015 female 2013 NA yes head and neck squamous cell carcinoma yes 60 1971 1 white not hispanic or latino 318.33.0 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 4.821704e-06 1.769115e-06 9.9238352 NA 10.1925737 NA 9.2059943 10.2392511 8.8151604 16.3744893 6.4971189 9.0147620 6.4710069 8.8472359 NA 9.2334378 9.9769901 5.2353786 13.3760292 11.2089597 -1.3036500 NA 5.6734999 8.9465177 9.7178933 NA 9.9500668 9.8535663 10.1298047 NA -1.3036500 1.8661563 -1.3036500 13.3582756 5.7074475 10.0062639 7.3109290 3.9441463 11.4693584 -1.3036500 NA 1.2811938 9.9856618 8.4808540 2.0181356 12.6077985 2.0509544 10.8037633 4.5788602 6.4309292 NA NA NA 1.5035523 3.2811789 15.1495380 15.5851443 12.8196132 11.7750372 12.2848168 NA NA -0.3038281 12.7076212 3.1556521 9.3668756 12.0617215 5.1719514 18.8327987 11.4699766 NA 6.5910376 1.6962164 11.2339230 3.7836871 11.1918245 2.2811938 2.8661365 11.3918826 9.8504044 11.4683193 11.8351310 10.8720806 NA 8.7296422 10.7676816 -1.3036500 -1.3036500 8.3418777 9.9810433 5.2353786 -1.3036500 NA 8.6849039 NA 9.3562151 -0.3038281 13.1318244 8.8902618 8.4156083 -1.3036500 5.2418783 12.7944159 3.6504199 10.2015346 6.1880725 9.9484293 8.9081077 0.2811938 11.1523169 8.5067907 11.2903105 8.5557540 11.9485890 NA 11.5306903 0.2811938 4.0181445 -0.4390800 -0.4390800 0.4928600 0.5754100 -0.0635980 -0.0635980 -0.1043400 -0.1043400 0.0000000 0.0000000 0.4396900 1.2871000 0.0125160 0.0125160 0.0125160 -0.0234290 -0.0234290 0.0406090 0.0406090 -0.5744700 -0.0265770 -0.0683950 -0.0559030 0.0308730 0.0308730 0.0011093 0.0297470 0.6046700 -0.0849260 0.0391950 0.0328450 -0.2985100 -0.4390800 -0.4390800 -0.4390800 0.0530940 -0.5344900 -0.5344900 0.0442900 0.0213230 0.0213230 0.0213230 -0.5188700 0.0636520 0.0545180 0.0545180 -0.0243880 -0.1043400 -0.1043400 0.0218760 0.0125160 0.0125160 -0.5386500 -0.1251500 -0.7732900 -0.0234290 -0.5515600 0.0406090 -0.0227440 -0.5744700 0.0464170 0.0259770 -0.0538810 -0.5384500 -0.5522300 -0.0559030 -0.2881000 0.0308730 0.0308730 0.0011093 0.0011093 -0.0235660 -0.0849260 -0.0849260 -0.0849260 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 -0.538 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 -0.439 0.000 0.000 0.000 0.000 0.506 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.538 -0.538 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 -0.439 0.000 0.000 0.000 0.000 0.506 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 10.4168910 NA 9.2516808 7.4808540 8.4477635 8.9105384 10.3214714 11.3375937 6.8661439 9.9393932 10.7508235 10.4237143 9.7025453 9.8376878 11.2527253 11.6453164 4.2514237 11.4683193 9.4359998 11.8351310 10.5742701 9.6321210 11.1237940 13.0712017 13.0653394 11.2106867 -0.3038281 4.3686426 8.9977155 9.4979277 10.3405262 11.6173163 12.4765540 2.9441463 10.9187123 10.2512876 14.8917197 8.9068906 8.3756994 8.8934359 8.6431256 12.5610825 10.2181387 9.4104647 11.3427779 9.6106045 13.3760292 10.2158555 10.9208239 8.4857528 9.9856618 3.6031100 10.0669067 11.7750372 6.0360703 6.7241250 NA 9.7081453 0.2811938 8.7783683 9.4873822 11.8351310 10.8720806 10.4697706 10.7676816 11.0427330 NA NA 8.5649028 11.5809622 8.5819157 2.8661365 9.3562151 10.2989181 8.4156083 12.7491269 11.4389497 10.2760065 8.5604054 10.2015346 7.9559625 10.8795445 9.3463734 1.0181356 -1.3036500 9.1920743 10.8652141 9.4241396 9.2839968 7.8177531 8.9417719 4.4511056 TCGA-KU-A6H8 41 1 327 168 head and neck stage iva t2 n2b m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 12.5 1988 2 white not hispanic or latino 355.26.0 3 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.9827215 2.7924389 17.6065888 10.7322941 0.3329657 6.3330158 2.6549396 11.3259546 3.5029416 10.6611302 6.4310479 4.5809414 11.4522816 10.4474092 12.7219134 10.8092561 11.2335057 NA 8.6594458 10.6834029 NA 0.3329657 8.6413553 11.6481658 9.1909973 7.3609226 NA 7.0812086 NA 10.5004344 3.3330229 12.5784204 9.2275310 10.1925510 6.0609358 4.7383301 13.3355676 3.1403697 10.7862869 9.2843011 9.7457767 11.2240404 0.9180045 10.1143760 8.9840678 11.6126268 8.3016832 12.3845651 1.6549396 12.1219384 4.7253322 6.2399059 -0.00249380 -0.00249380 0.00000000 -0.01133500 0.01070300 0.01070300 0.00485790 0.00485790 0.00374650 0.00374650 0.00958830 0.01335300 0.01335300 -0.01092200 -0.01092200 -0.00774820 0.31450000 -0.00055444 0.00833510 -0.01904000 -0.01904000 0.00207600 -0.00290910 0.00055459 -0.00138280 -0.00512270 0.00152550 0.00152550 0.01279500 -0.00138580 -0.00138580 -0.00138580 -0.00249380 -0.00249380 -0.00737060 0.00000000 0.00000000 0.00000000 0.00000000 0.00889200 0.00889200 0.00889200 0.00889200 -0.01133500 -0.01133500 -0.01133500 0.01070300 0.00485790 0.00485790 0.00402430 -0.52338000 -0.01092200 0.00506390 0.00506390 0.00506390 -0.00774820 -0.01028600 0.00833510 -0.01904000 -0.01904000 0.00680440 0.00680440 0.00930980 0.01405100 0.01405100 -0.00290910 -0.00290910 -0.00138280 -0.04266600 -0.00512270 -0.00512270 -0.02466100 0.00777830 0.01097600 0.01097600 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.9268741 0.3329657 9.9787017 5.0879041 9.4480599 9.4124344 10.8687776 12.0847695 10.2384032 10.3024028 10.6566340 10.3560774 8.8368419 9.9226673 12.9408089 10.7821649 4.3900348 12.7219134 10.4257734 10.8092561 10.2179498 10.3964113 10.9791249 13.4860251 12.3261315 9.4738460 4.0334582 4.0334582 10.0151330 9.5558112 11.0076499 11.6700806 12.8888036 3.0334582 11.0208293 10.2886661 13.6565594 8.8208564 8.6481659 8.9142168 9.1659062 11.4568143 8.4984005 8.9085553 9.9198561 9.1192859 5.4827644 10.4487102 8.6549442 10.4859348 11.0519771 5.7424078 9.8904800 10.5998028 7.7037036 6.1274331 7.6091403 9.4878344 -0.6670343 9.3719352 8.1403712 10.8092561 11.2335057 9.9217309 10.6834029 10.8188455 3.9179759 6.7253335 10.2225202 15.3076101 6.0744840 4.9768722 10.5004344 11.3298427 10.1925510 13.0362710 11.4234595 11.2064603 8.5856818 10.7862869 6.9403465 11.0195168 9.8268716 3.7253376 0.3329657 6.4098322 9.6908651 9.5642373 9.6894681 7.3937122 10.8565782 6.4725674 TCGA-MT-A51W 52 0 NA 437 head and neck stage i t1 n0 m0 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes 10 1992 NA white not hispanic or latino 273.36.0 4 1 NA NA 3 3 2 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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10.46738628 11.20466754 5.31315876 6.63882975 -0.95371850 10.30022087 NA 9.43654249 9.76147743 11.73287397 11.69473101 10.92557373 11.28178934 11.00601317 2.95326524 NA 7.73637149 8.91827859 5.82773266 5.38622465 10.90124184 11.17372298 11.41050811 12.04848521 10.25155579 10.00492619 8.84565501 9.40062289 6.26554191 10.63039637 9.55019923 2.50581473 0.04642121 7.53822619 8.58865093 9.45045061 9.90513154 7.30846828 9.80042577 4.95326524 TCGA-MT-A51X 30 0 NA 242 head and neck stage iva t1 n2b m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 28.5 1992 2 white not hispanic or latino 273.36.0 1 3 NA NA 3 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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11.163115956 -1.009843833 8.401574579 10.529222237 NA 0.575021826 9.137268349 8.651841727 5.690503699 2.575021826 0.575021826 3.575021826 NA 10.684421391 -1.009843833 13.014597171 10.299903550 11.584154751 5.990063108 0.470302579 13.371471237 4.034453445 9.559919075 10.771013252 10.341378161 10.884881234 0.575021826 7.851150605 7.958730178 11.208929380 7.952959600 12.093351272 NA 11.344312832 NA 3.513629703 -0.0056757 -0.0056757 0.3200900 0.6227900 0.0735460 0.0735460 0.2459100 0.6594000 -0.3864400 1.2108000 1.2420000 -0.3577200 -0.3577200 0.9385400 0.0283410 -0.0143660 3.6569000 0.3422600 -0.3453800 0.7167800 0.7167800 -0.0034627 0.0081959 -0.0392580 1.1442000 -0.3086200 0.0168450 0.2823200 0.2457900 0.0000000 0.0000000 -0.0055375 -0.0056757 -0.0056757 -0.0056757 -0.3511000 -0.3527600 -0.3404400 -0.3778600 -0.0070576 0.0023828 -0.0191140 -0.0140900 0.6227900 -0.0169790 -0.0123000 0.0735460 -0.0936670 -0.0936670 -0.3908500 -0.3577200 -0.0286280 -0.1705600 -0.1705600 -0.1705600 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9.169973 9.019351 10.562290 11.705597 11.265606 NA 10.846489 10.856570 14.593744 10.373768 6.266189 7.932578 8.457669 11.709452 8.584985 8.192187 10.230855 8.584388 10.749119 10.513135 8.655399 6.848044 12.904822 3.311997 10.623059 10.915989 5.990063 5.758247 -1.009844 10.139175 -1.009844 9.561816 9.837121 10.087437 11.163116 11.577138 10.529222 11.078520 1.797428 3.449495 7.428855 9.450519 6.149934 3.744947 10.684421 11.439728 11.584155 12.330609 10.711163 10.489909 8.886396 9.559919 7.266188 10.329913 9.347615 3.311997 NA 6.473879 8.306979 9.344313 9.801438 8.088095 9.971631 3.744947 TCGA-MT-A67A 85 0 NA 914 head and neck stage i t1 n0 mx 19-3-2015 female 2011 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 311.35.0 4 6 NA NA 3 3 2 1 2 3 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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10.20779990 11.26629961 9.56763196 10.59988282 NA 8.72384931 10.80745893 2.01303341 NA 7.83959181 8.74775259 5.10050676 5.29844571 4.26097409 2.01303341 NA 10.37498685 NA 13.36273893 8.88596415 10.09917920 2.59800782 3.98940245 13.02496910 1.01306915 9.54247359 8.39674733 9.49290408 9.28916750 0.01306915 10.35511771 9.41605499 11.44401822 9.17039005 11.12222077 NA 11.47554533 NA 3.47247477 0.0020805 0.0172640 0.0038854 -0.0042929 0.0000000 0.0000000 0.4880200 0.4732900 -0.0183530 -0.0183530 0.0065262 0.4556400 0.4556400 0.4694700 0.4657000 -0.0095652 -0.0095652 0.4775300 0.4775300 -0.0040162 -0.0040162 0.4728900 -0.0253460 -0.0110600 -0.0110600 -0.0383750 0.4546200 0.4546200 0.0840650 -0.0305400 -0.0063668 -0.0063668 0.0020805 0.0090312 0.0125160 0.0038854 0.0038854 0.0038854 0.0038854 0.0026357 0.0026357 0.0026357 0.0026357 -0.0042929 -0.0042929 -0.0183100 0.0000000 -0.0344950 -0.5209200 -0.0183530 0.4556400 0.4694700 -0.0123000 -0.0123000 -0.0123000 -0.0095652 -0.0055375 0.4775300 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10.18421978 11.72341901 14.32123131 9.04921662 6.72728880 9.12417871 7.75451008 12.85303411 9.26189558 8.30766395 10.49181262 9.93190625 8.84593314 10.04371018 9.30306196 6.53660469 9.92742821 1.59798399 9.99888500 12.09785144 6.69954330 6.12156667 0.01306915 10.28683865 NA 8.89262629 7.31682366 9.56763196 10.59988282 10.30995922 10.80745893 10.72728854 NA 1.01306915 6.68546786 8.92293608 5.94378071 3.59800782 10.37498685 10.94968098 10.09917920 13.34703692 10.89262629 11.14939339 8.22736228 9.54247359 6.58289917 10.46631368 9.33722360 0.01306915 NA 5.87102303 9.57245846 9.97449275 8.94378041 7.49685857 9.68900014 4.82039854 TCGA-MT-A67D 55 0 NA 56 head and neck stage ii t2 n0 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 40 1971 0 white not hispanic or latino 311.35.0 3 7 NA NA 3 3 2 2 2 2 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 1 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 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10.99285254 NA 6.07113624 3.16931573 11.56952299 8.18817687 10.84248722 6.14055782 3.96578428 12.23936800 9.59027509 11.93156857 10.95687662 11.21572373 NA 8.70274999 10.39763004 0.50639883 NA 7.72552100 9.28880495 3.38082640 5.88717430 1.92139824 5.07113624 -1.07856367 10.57781504 6.92138991 13.83927501 9.28293921 10.59734718 5.68957313 3.46179046 13.19918607 5.91007543 9.49709956 10.42322739 10.09696467 10.67669503 1.24330349 8.56344188 7.31799500 11.36148069 8.19983967 11.96936609 1.50634805 11.69019480 2.38081255 4.67627869 -0.031569 0.118000 -0.065850 0.719990 0.119610 0.119610 0.551810 -0.019863 1.195900 -0.094592 0.314180 -0.278700 -0.283620 -0.266970 0.120790 0.115210 3.656900 0.137170 0.131690 0.050004 0.052952 -0.076652 0.130360 -0.157450 -0.157450 0.034818 0.130070 0.130070 0.000000 -0.070402 -0.070402 -0.070402 0.118000 0.118000 0.118000 -0.203110 -0.203110 -0.203110 -0.203110 0.122410 0.103370 0.103370 0.116380 -0.269850 -0.278230 -0.279290 0.119610 -0.019863 -0.019863 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9.62269668 10.75150916 12.95819997 13.25671073 7.91291208 -0.07856367 2.62182917 9.39001414 10.83240761 11.34555644 11.64654337 11.33369537 1.50634805 11.01546788 11.31879743 13.88545752 9.50541302 7.15979466 8.65948257 9.06732222 10.84174304 9.38589518 8.47021227 10.82601349 9.29751564 8.71580588 10.25398619 8.64419771 10.20852531 12.52432096 2.82828630 10.43215435 11.40570960 6.10129919 8.00885324 0.92136016 9.87194604 -0.07856367 9.61574806 9.68957453 10.95687662 11.21572373 11.14297726 10.39763004 11.52733258 4.16931573 NA 7.83688101 9.66622400 9.15860010 5.53609954 10.57781504 11.69040147 10.59734718 12.69494151 10.86133664 9.99553158 9.38797659 9.49709956 7.12596100 10.22117056 9.41123810 6.74793918 1.72874773 9.04292362 9.35561186 9.75507083 9.65948239 7.20679265 10.18054498 5.50635122 TCGA-MT-A67F 60 0 NA 384 head and neck stage iva t4 n0 mx 19-3-2015 female 2012 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 311.35.0 3 6 NA NA 3 3 2 3 2 2 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10.3604635 10.7779349 10.0714980 10.8395254 11.8144037 11.9551370 3.8120361 12.2942386 9.1588295 10.8482373 9.7687864 10.4683789 11.7348938 13.2248042 13.0331395 3.1503972 NA 4.2796867 9.1741555 9.8560334 10.4329103 11.6557163 10.9019450 2.3203403 10.5221776 10.6235994 14.2174975 9.5341052 6.8783219 8.7521719 7.9448169 13.0280686 8.4572146 8.1865748 10.2867513 8.6581958 3.4723318 10.7212054 9.1118506 9.0811383 12.4976071 4.1045967 10.3278205 10.5539456 6.0330441 8.9513007 -0.8497003 10.6778780 NA 9.4621493 8.8749150 10.8482373 11.0829849 11.0980379 10.0752134 11.1111270 4.5427162 NA 9.3586354 10.1176273 7.3744022 3.8508394 10.4946969 10.6422541 10.6036716 12.7215611 10.5829429 10.4980223 9.3780169 9.8380129 7.0269184 10.2848273 9.5145356 7.0692639 NA 5.7202566 10.6125351 9.7540273 9.3451579 6.1727695 9.5178158 4.1045967 TCGA-MT-A67G 53 0 NA 112 head and neck stage iva t1 n2b mx 19-3-2015 female 2013 NA yes head and neck squamous cell carcinoma yes NA NA 5 white not hispanic or latino 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10.1163440 6.1292830 7.0945180 1.7369512 8.9464189 0.1519887 7.8662484 10.1548181 9.3880173 10.3614565 8.3614565 10.3711716 10.1477702 3.3219281 4.4739297 8.3219281 10.3455284 7.9333625 4.3219281 9.5719633 9.8816238 8.3219281 13.7446937 11.3705663 9.7237558 8.6155274 9.2889943 9.7350858 11.1819804 8.3219281 3.8524384 1.7369512 8.5095549 10.2031440 9.3017502 8.5486077 7.3808221 8.8662487 2.9593621 TCGA-MZ-A5BI 53 1 217 NA head and neck NA NA NA NA 19-3-2015 male 2008 NA yes head and neck squamous cell carcinoma yes NA NA NA white hispanic or latino 355.26.0 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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9.0256398 10.1567475 9.1193074 0.1052758 11.9425207 8.8280946 10.8572494 8.3049595 11.7843272 NA 9.7794792 0.1052758 7.0300999 0.00090764 0.00090764 1.37500000 0.12697000 0.26844000 0.26844000 -0.26492000 -0.26492000 0.58112000 0.55071000 0.55638000 -0.17853000 -0.17853000 -0.17853000 -0.17853000 -0.40219000 -0.40219000 -0.14785000 -0.14785000 -0.53002000 -0.54277000 -0.11521000 0.00205730 0.00750000 0.00750000 0.29883000 0.94066000 0.94066000 -0.03367700 0.00000000 0.00000000 -0.00192560 0.00090764 0.00090764 0.00090764 1.37550000 -0.53825000 -0.54693000 -0.00788630 0.10804000 0.10620000 0.10620000 0.12241000 0.12697000 0.12447000 0.12447000 0.26844000 -0.26492000 -0.29350000 0.60901000 -0.17853000 -0.17853000 -0.06625200 -0.06625200 -0.53774000 -0.41201000 -0.40219000 -0.11678000 -0.54293000 -0.53002000 0.81279000 -0.53388000 -0.11521000 -0.53114000 -0.53114000 -0.01009400 0.01251600 -0.01175900 -0.01175900 0.29883000 0.22854000 0.15711000 -0.03367700 -0.03367700 -0.03367700 0.000 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11.0739538 11.7712890 4.7199993 9.5357396 10.6911884 6.3906900 10.4986774 3.1927465 10.4748844 0.1052758 8.4911492 9.8891037 11.7726203 10.3819930 10.7878427 10.7869647 10.4294675 2.5647196 NA 9.7951715 10.5956365 10.5825394 8.3413013 10.3383074 10.1081020 10.0293572 12.8900241 10.9130444 9.8635101 9.8676690 10.0507308 7.9879302 11.5037635 9.7803619 5.1927505 0.1052758 11.9777695 11.2694303 9.3987587 8.5419984 8.2216311 9.8272406 6.1927505 TCGA-MZ-A6I9 68 1 489 254 head and neck NA NA NA NA 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 14 1962 NA white not hispanic or latino 318.33.0 3 5 NA NA 2 4 2 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.456389e-07 5.284453e-07 7.8281384 NA 10.6999818 -0.1376478 8.8310206 10.2127406 8.3481833 14.8241879 6.1932710 8.9257491 4.9498150 9.3350446 -1.1376478 9.0297720 10.1904677 5.3380856 11.5154229 11.4510685 -1.1376478 NA 6.8453470 5.3701468 10.6326048 NA 9.9636729 10.5796019 10.4520050 -1.1376478 0.8623522 2.1842803 NA 12.0980689 5.1477544 9.6583934 8.6664850 4.4473147 11.4466117 3.9067463 NA 1.6697071 9.8964650 8.2286759 4.3859142 12.2920221 10.7623452 11.2635000 6.2373935 4.2886170 NA 0.4473147 -0.1376478 3.1842803 2.1842803 13.9143682 13.9768775 12.6377584 10.5536612 11.7893910 NA 2.3217838 1.6697071 11.9050392 1.8623522 8.7662357 12.2047064 NA 17.2701569 9.8474843 NA 6.3621998 -0.1376478 11.1723985 2.0322772 11.0038224 3.1102797 3.5062084 11.2791514 10.2005330 13.0032635 10.8306607 10.7908722 -1.1376478 8.8847215 10.2626996 NA NA 8.7556554 9.1114672 4.8396321 5.8048693 -0.1376478 6.6825326 NA 9.7334891 2.3217838 13.3072393 9.1172054 9.5089125 4.5062084 3.6567709 13.5242989 4.7692428 9.9858287 9.2823140 9.9016500 9.0657018 -0.1376478 11.2455181 8.3135651 10.6342559 8.2928066 11.2959393 0.4473147 10.9871214 2.3217838 7.0911730 0.0313410 0.0758470 1.2497000 0.0422020 -0.0324450 0.0476940 -0.0241140 0.0432990 -0.1515700 0.0629370 0.1028900 0.1343000 0.2091600 0.0886920 -0.0065792 -0.3647600 -0.0397690 -0.2120600 0.0123760 -0.2808200 -0.3041300 0.0981240 0.0360880 -0.0985500 -0.0495280 0.0141900 0.1080400 0.0569400 0.7969900 -0.0760690 0.0122370 0.0650830 0.0314460 0.0314460 -0.3376200 -0.0551050 -0.0415670 -0.0728260 -0.0319050 -0.3231300 -0.0614200 -0.0746840 -0.3369900 0.0916150 0.0915420 -0.2166400 0.3399400 0.0319900 -0.0030475 -0.2003700 0.1320200 0.0886920 -0.0371360 -0.0500470 -0.1156100 -0.4040700 -0.0168410 0.0503920 -0.3309300 -0.3057400 0.1043900 -0.3753400 0.0378480 -0.0246610 -0.0521260 -0.0306770 -0.3578300 -0.0708380 -0.0636680 0.0141900 0.0141900 0.0955080 -0.0606140 -0.0777450 -0.0786450 -0.116 -0.116 -0.365 -1.293 -1.293 -1.293 -1.293 -1.293 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 -1.152 -1.293 1.036 1.036 -0.242 0.000 0.000 0.000 0.000 0.000 -1.293 -1.293 -1.293 -1.293 0.000 0.000 -1.293 -1.293 -0.116 -0.116 -0.365 -1.293 -1.293 -1.293 -1.293 -1.293 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 -1.152 -1.293 1.036 1.036 -0.242 0.000 0.000 0.000 0.000 0.000 -1.293 -1.293 -1.293 -1.293 0.000 0.000 -1.293 -1.293 10.388853 NA 10.000286 3.385914 8.870782 8.024745 11.021910 12.998864 8.136149 9.053413 11.905381 10.466907 7.912203 9.320760 12.176654 10.860944 6.091076 13.003263 8.538311 10.830661 10.503502 9.474301 10.924400 13.659391 12.796137 11.303742 -1.137648 4.720333 9.533895 9.457611 10.3612031 12.1726826 11.5230183 1.1842803 10.8389180 10.1162014 13.8320956 7.6984039 8.2865203 8.4770637 8.1267963 11.5243546 10.0189173 9.3522017 9.7945686 9.3839544 11.5154229 9.5558409 10.5201189 9.9012728 9.8964650 4.2199042 9.2363065 10.5536612 6.4092484 8.0095588 -0.1376478 9.1684156 -1.1376478 8.5627934 9.3461695 10.8306607 10.7908722 10.3646884 10.2626996 10.0711978 -1.1376478 -1.1376478 8.3542071 9.6817346 9.0247452 3.9067463 9.7334891 10.3456658 9.5089125 12.7674588 11.2878321 10.7141029 7.7601990 9.9858287 8.1820258 11.0028642 8.8916409 5.6697100 -1.1376478 10.7152734 9.7859265 9.1546756 8.4604063 8.0272608 9.9094778 7.0322794 TCGA-MZ-A7D7 51 0 NA 547 head and neck stage iva t3 n2b mx 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 39 1973 2 white not hispanic or latino 355.26.0 2 4 NA NA 3 3 1 2 3 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 6 4.648262e-06 2.116e-06 7.9843045 8.5470140 11.1085312 NA 8.6056088 10.3266965 9.5618874 15.5689985 7.2583380 7.7489730 5.0700329 7.3121088 0.3696061 8.3295963 9.9164890 3.8290275 5.9843045 11.2955198 NA -0.6303939 4.8614492 8.0025895 8.9676470 2.5395311 9.8166778 9.5532299 10.5180711 NA -0.6303939 2.3696061 -0.6303939 13.2419808 1.3696061 9.9087533 8.6982695 3.4570558 11.6787866 0.3696061 -0.6303939 4.0134533 12.1100077 9.1059965 0.3696061 11.1410840 5.6260390 10.1394324 5.0420183 2.5395311 NA NA -0.6303939 2.6915118 2.6915118 13.6880625 13.0832431 12.5457677 11.1745322 10.5863404 NA -0.6303939 0.9545686 14.4045654 1.9545686 8.6222598 11.4620213 -0.6303939 17.4284266 8.4911280 0.3696061 6.4988779 4.0700372 11.7845440 4.6915230 12.0930422 7.0206467 4.7619129 12.8695649 8.7683382 12.7239100 9.3766218 10.4423971 5.1509536 8.2824838 8.9318370 NA NA 9.0630814 7.9843045 6.5193422 2.8290174 NA 6.6915230 NA 10.9704366 0.9545686 13.0854493 9.6375164 11.2376454 0.9545686 0.4671751 13.5202145 5.5395187 10.0449871 9.1704945 10.6990321 9.3208793 2.3696061 8.1110616 9.8931565 10.6699471 8.3468745 12.0087091 -0.6303939 10.3317676 -0.6303939 5.0975139 0.0338310 0.4195700 0.7432800 1.1249000 -0.1484900 -0.1484900 0.2595200 0.2316300 0.7152800 0.6423100 0.7235700 -0.4625900 -0.4625900 -0.4497500 0.2659200 0.0613650 2.1494000 0.2645100 0.0830540 -0.4398300 -0.0825350 0.0000000 0.0853650 0.5967400 0.1508400 0.0052749 0.0998700 1.3293000 -0.0325180 -0.0332690 0.0519560 0.0519560 0.0338310 -0.4156400 -0.2546600 -0.5202000 -0.4971500 -0.4971500 -0.4971500 -0.3775100 0.5436500 -0.3374500 0.0029728 -0.4823900 -0.5000600 -0.5000600 -0.3476700 0.2316300 0.2316300 -0.1009200 -1.0227000 -0.4497500 0.0349590 -0.4209000 -0.1630700 0.4802700 -0.4121900 0.0502500 -0.0806740 -0.0806740 -0.0309500 -0.0049844 0.0246890 0.1822300 -0.3368700 0.6529500 -0.3298200 -0.0310860 -0.0310860 -0.4264800 -0.0015243 -0.4756400 -0.0325180 -0.0325180 -0.0325180 0.000 -0.163 0.000 -0.401 0.305 0.000 0.000 0.000 0.000 -0.365 0.000 0.143 -0.323 0.151 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.476 0.323 0.120 0.000 0.194 0.691 -0.361 0.000 1.210 0.728 -0.276 -0.276 0.260 0.260 0.614 0.715 -0.391 0.000 0.000 0.000 0.000 -0.163 0.000 -0.401 0.305 0.000 0.000 0.000 0.000 -0.365 0.000 0.143 -0.323 0.151 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.476 0.323 0.120 0.000 0.194 0.691 -0.361 0.000 1.210 0.728 -0.276 -0.276 0.260 0.260 0.614 0.715 -0.391 0.000 0.000 0.000 8.735917 NA 9.474219 5.998951 10.563736 10.444372 10.954557 10.686442 8.824922 8.631689 10.239959 10.425555 8.045552 9.626982 11.755726 11.082122 6.348820 12.723910 8.814609 9.376622 9.202485 9.687007 10.292922 13.412607 12.381521 10.962052 NA 3.070029 9.002590 9.862449 10.072633 10.903897 10.719981 1.954569 9.660765 10.420803 13.893884 8.696024 5.744635 8.013451 6.916489 12.677649 9.985077 9.569267 9.409884 11.918657 5.984305 10.006219 9.544520 6.559418 12.110008 3.369592 10.846847 11.174532 8.167256 4.227579 4.124485 9.796907 NA 8.491128 8.804223 9.376622 10.442397 12.092615 8.931837 10.344009 NA NA 7.478119 8.929927 4.727147 5.744635 10.970437 9.847353 11.237645 13.121557 11.639890 11.375921 6.335380 10.044987 8.134466 8.485938 10.107687 3.539519 2.539531 8.192962 7.654118 9.424877 9.047314 6.509146 10.013451 6.056096 TCGA-P3-A5Q5 54 0 NA 910 head and neck stage iva t2 n2 mx 19-3-2015 male 2004 NA yes head and neck squamous cell carcinoma basaloid type yes 30 NA NA white not hispanic or latino 301.35.0 3 5 NA NA 2 4 1 3 5 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.9562658 0.8103197 10.9796323 2.8103403 9.2584499 10.1512963 8.8145539 16.1438558 6.2449612 8.1457238 6.0677205 8.9460427 -0.1896803 9.0736028 9.2522404 7.2154748 10.8629016 12.4927796 NA NA 4.0197909 3.5107721 10.5871778 NA 9.6814688 10.3677973 11.2674579 NA -1.1896803 1.6176746 NA 14.0058211 4.2697663 10.7157205 8.5949684 6.2860661 10.6023104 0.8103197 NA 1.1322478 9.9116526 8.6160775 4.0197909 12.4550911 1.1322478 10.9843229 4.5652194 7.5176930 NA NA -1.1896803 1.3952822 NA 15.1426836 15.5761933 12.6841621 10.9178776 11.8733915 NA NA 1.6176746 12.4408282 2.1322478 8.9889985 12.0461982 5.3181288 18.4722438 12.7077063 NA 7.2697653 2.1322478 11.3126681 3.8977922 11.1763825 4.1322643 3.4541891 11.5337812 9.9473247 12.3194850 11.1678856 11.8903182 -0.1896803 8.9096813 11.1271808 NA NA 9.0331284 8.8243542 6.1141150 1.9802447 NA 9.1961959 NA 10.5133719 1.9802447 13.5303105 9.3085445 10.9011076 1.8103197 6.0783366 13.5319134 5.3649226 10.0991996 10.2069383 9.4858408 9.7232229 0.3952822 10.5077356 9.0112323 11.1297234 8.3971732 11.1554615 -0.1896803 11.7703355 0.8103197 4.7410732 0.0011093 0.0011093 0.9618500 -0.0151340 -0.0202750 -0.0202750 -0.0085766 -0.0085766 0.0202030 0.0202030 0.0202030 -0.0123000 -0.0123000 -0.0123000 -0.0123000 -0.0096806 -0.0096806 -0.0074720 -0.0100440 -0.0187650 -0.0187650 0.0066653 -0.0213730 0.0127950 0.0127950 -0.0369460 0.0095883 0.0095883 0.0711040 0.2131500 0.2190800 0.4287300 0.0011093 0.0011093 0.0011093 -0.0213390 -0.0213390 -0.0213390 -0.0213390 -0.0220580 -0.0220580 -0.0220580 -0.0282180 -0.0151340 -0.0151340 -0.0175290 0.4852700 -0.0085766 -0.0085766 0.0095132 -0.0123000 -0.0123000 0.0000000 0.0000000 0.0000000 -0.0096806 -0.0096806 -0.0100440 -0.0187650 -0.0187650 0.0036076 0.0036076 0.0066653 0.0095883 0.0095883 -0.0213730 -0.0213730 0.0127950 0.0127950 -0.0369460 0.3971200 0.0051359 0.0647970 0.0564060 0.0598090 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.219 0.219 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.937 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.219 0.219 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.937 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.237646 NA 9.421690 5.318129 8.296163 8.617689 10.082963 12.345244 8.041555 10.732546 12.062555 10.428260 8.685315 10.064181 10.500768 11.130852 5.521415 12.319485 6.804687 11.167886 10.330461 9.859501 11.544832 13.493406 12.923669 10.249645 -1.189680 4.202653 9.369711 9.949245 11.3634828 12.2941493 11.8278380 1.8103197 11.6128499 10.7539473 15.4006403 8.2636044 8.5998671 8.3877623 8.0075504 12.1755624 9.5702967 8.8340880 10.0624076 8.6636431 10.8629016 10.6929766 10.6776123 9.2718129 9.9116526 4.5652194 9.9096813 10.9178776 5.9083662 8.7351461 -0.1896803 9.9260274 -1.1896803 9.1254832 8.9549919 11.1678856 11.8903182 9.9479652 11.1271808 11.0436537 2.1322478 NA 7.1049541 10.3275108 9.0688997 3.2026528 10.5133719 10.5094722 10.9011076 13.3196756 10.9077073 10.8064539 9.1186725 10.0991996 5.5245778 11.0133756 9.2480855 2.8978019 -1.1896803 6.0001578 10.9990460 10.1706320 9.0087785 6.7410705 10.0203961 5.7410705 TCGA-P3-A5Q6 49 1 480 NA head and neck stage iva t4a n2b mx 19-3-2015 male 2005 NA yes head and neck squamous cell carcinoma yes 9 NA 4 white not hispanic or latino 301.35.0 2 4 NA NA 2 3 1 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 2.809104e-06 1.029078e-06 9.3411154 NA 10.9536277 4.4407994 8.9061784 9.9209450 9.5914679 16.7704342 7.5997515 7.7528556 7.3564053 8.2897049 NA 8.4570993 10.2227531 4.0688256 4.7887222 11.5383508 NA NA 11.2149855 6.2197706 9.7228328 NA 10.5311505 10.4351509 10.1773531 -0.0185857 2.1513068 3.7362585 NA 13.0816175 5.3032949 9.9918940 7.4201573 6.9586455 10.6225144 3.2292957 -1.0185857 -0.0185857 11.3389178 8.3323051 -1.0185857 10.4881692 5.4164952 10.8189938 7.2340309 4.9813641 0.5663768 NA NA 1.3032839 2.1513068 15.3774349 16.2001834 12.6552270 10.5798837 11.5144522 NA NA 1.3032839 13.5054790 1.9813778 8.9743042 11.6863502 0.9813412 18.5982592 9.5691434 -0.0185857 5.5812789 NA 11.3402917 1.7887275 11.4222350 7.3345129 4.0688256 12.3604734 10.1889903 12.0128878 11.0944568 10.6577637 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9.164302 9.073684 10.604795 9.632984 10.623648 10.679558 8.328748 6.547138 12.220102 4.002820 10.465433 11.334481 6.267521 5.372050 2.640251 10.175523 1.640251 8.928290 11.507085 9.128661 11.997642 11.878823 10.432341 11.045693 3.533327 4.118293 9.370111 11.999526 6.259158 4.356454 10.891561 11.787089 9.871126 12.533982 10.700171 9.675243 9.415035 10.082006 10.750638 9.773206 10.707106 NA -1.167150 3.356454 8.341460 9.632174 9.837815 5.821578 10.570562 5.080820 TCGA-P3-A5QE 49 0 NA 1559 head and neck stage iii t2 n1 mx 19-3-2015 male 2009 NA yes head and neck squamous cell carcinoma basaloid type yes NA NA 1 white not hispanic or latino 301.35.0 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.6156377 2.1671652 13.0099207 9.8341825 10.5804528 0.1672295 5.4575024 13.1173081 9.2323691 10.9274206 7.6374972 9.3999021 9.0210069 2.4891062 11.8164337 8.7855630 11.4464011 8.1057771 11.6068352 -1.4177330 10.0690500 NA 6.5709000 -0.00249380 -0.00249380 0.00332990 -0.05148800 0.00173960 0.00173960 -0.01986300 -0.71283000 0.66475000 0.66475000 0.66475000 -0.00193990 -0.00193990 -0.00193990 -0.00193990 -0.00069303 -0.00069303 -0.00124730 -0.00124730 -0.69739000 -0.01064600 0.00527490 0.02244400 -0.00398810 -0.00398810 0.01810300 -0.01381500 -0.01381500 0.99993000 0.00194180 -0.69265000 0.00000000 -0.00249380 -0.00249380 -0.00249380 0.00402430 0.00402430 0.00402430 0.00402430 -0.01632000 0.00326810 0.00326810 0.00326810 0.00324170 0.00324170 0.00324170 0.01042400 -0.71283000 -0.71283000 0.66475000 -0.00193990 -0.00193990 0.64634000 0.64634000 -1.06720000 -0.00069303 -0.00567570 -0.00124730 -0.03258700 -0.70478000 0.00916140 0.00972760 0.00527490 -0.70890000 -0.73103000 -0.00124730 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9.800173 12.895169 10.335403 9.512213 11.344180 9.440973 10.928175 10.968347 9.549441 8.990545 13.073191 3.626614 10.184914 10.075570 4.885994 6.983094 2.041664 9.567345 0.904118 9.740825 11.515168 11.830884 11.870504 10.202893 11.663532 11.403391 2.752149 -1.417733 9.156808 10.893112 6.825389 2.489106 7.615638 11.257069 10.580453 12.133443 10.110669 10.188620 9.887707 10.927421 5.310137 10.230573 10.801686 4.074069 0.904118 10.071561 10.489804 9.573028 9.957798 7.530582 11.330827 7.330408 TCGA-P3-A5QF 49 1 330 NA head and neck stage iva t4 n2b mx 19-3-2015 male 2009 NA yes head and neck squamous cell carcinoma yes NA NA 4 white not hispanic or latino 301.35.0 3 2 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 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 4 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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 4 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 4 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 4 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 4 4 0 0 0 0 0 0 0 0 0 4 0 0 0 7 8.705441e-06 3.226298e-06 6.3908757 NA 10.4531315 -1.1009791 9.3968742 9.9738328 8.3564031 15.9860604 6.7192012 8.1445751 3.4839834 8.9379414 NA 9.4821051 9.7350728 3.5994606 11.4586384 11.4646005 NA NA 6.5210743 2.8990209 10.3142360 NA 10.3645887 10.3757685 11.1332410 1.2209490 -1.1009791 1.4839834 3.9864838 14.3327382 3.5428771 10.7409797 10.5656902 5.0075454 12.6598462 1.2209490 NA 1.2209490 11.0244358 9.1890412 -1.1009791 13.0135781 4.0689459 11.0607841 4.4225829 4.1084743 -1.1009791 NA -1.1009791 2.2209490 2.3584525 14.8285344 15.3686336 12.9931825 10.5068150 12.0387336 NA -1.1009791 1.2209490 12.5866168 1.2209490 9.4117629 11.2391506 0.4839834 18.2953867 9.7421583 NA 5.6934396 0.4839834 12.1281416 1.8990209 10.7421583 1.4839834 2.0689459 11.7396036 10.2571240 12.9386080 10.4092921 11.6649300 NA 8.7176045 10.2913398 NA NA 8.8208634 8.2675288 5.5855214 0.4839834 NA 6.4304040 NA 10.1187959 3.5994606 13.3080817 8.6976074 10.5437800 2.0689459 2.6323846 13.5694020 6.5137323 10.4750342 11.1655161 10.1490779 7.7192012 1.2209490 11.3365144 8.0283056 9.3988683 8.0231439 11.4724328 NA 12.0769090 NA 4.5428771 0.0083351 0.0083351 1.2167000 -0.0149160 0.0134920 0.0134920 0.0066653 0.0066653 0.0211830 0.0211830 0.0166760 -0.0011087 -0.0011087 -0.0011087 -0.0149160 3.3491000 -0.8432300 -0.0015615 -0.0068794 0.0084743 0.0084743 -0.0128510 -0.0518560 0.0053519 0.0053519 -0.0894340 -0.0165670 -0.0165670 -0.0860930 0.0000000 0.0000000 0.0000000 0.0083351 0.0083351 0.0083351 -0.0062286 -0.0062286 -0.8642100 -0.8633400 -0.0021926 0.0203430 0.0203430 0.0160060 -0.8420300 -0.8420300 -0.8826800 0.0134920 0.0066653 -0.0015228 0.0211830 -0.0011087 -0.0011087 -0.0334050 -0.0118100 -0.0049399 0.0262330 -0.8432300 -0.0068794 -0.0172540 -0.8565400 0.0049969 -0.0683740 -0.0128510 -0.0332690 -0.0332690 -0.0518560 -0.2309200 0.0053519 0.0053519 -0.0894340 -0.0894340 -0.1644700 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10.4292121 6.0518789 8.2428216 NA 8.9696168 1.9089282 8.0382040 7.9785944 12.1357344 11.0679512 10.1686641 11.2043071 10.4596676 0.3240041 NA 9.1912372 10.1950935 10.3683525 6.2664736 10.6368413 11.0892444 10.6599069 13.0253731 10.7071226 10.1497122 8.7460232 10.6152153 7.3295829 11.0038782 9.9257290 2.7833938 NA 8.2983728 10.4829466 9.6837079 8.7055014 6.5623630 9.6902805 5.7333489 TCGA-P3-A6SX 67 1 1430 NA head and neck stage iii t2 n1 mx 19-3-2015 male 2005 NA yes head and neck squamous cell carcinoma yes 100 1954 1 white not hispanic or latino 355.26.0 2 3 NA NA 1 1 3 1 1 1 0 0 0 0 6 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 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 0 0 0 0 0 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10.4848374 0.6734660 8.5047697 7.4515400 11.5213030 12.1020845 11.5595402 10.7920793 11.3625870 1.2583983 2.9213982 6.1410690 11.2397546 4.6958324 1.6734660 10.9729569 11.0579766 10.2145593 12.9830811 10.9163390 9.7348339 8.2242096 10.2779788 9.2752334 10.5322207 9.9207968 -0.3266245 1.4368548 2.2584285 8.6476333 9.8263812 10.5587777 7.3773659 9.2423688 5.1653171 TCGA-P3-A6T0 47 0 NA 578 head and neck stage iva t4a n0 mx 19-3-2015 female 2007 NA yes head and neck squamous cell carcinoma yes 30 1976 0 white not hispanic or latino 355.26.0 3 3 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 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 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 1.919091e-06 7.509486e-07 8.2882543 NA 10.6863766 0.8386695 9.2412784 11.2438342 8.5363552 15.0227932 7.1962451 7.8228264 5.8021674 7.8341771 NA 9.1073518 9.8096614 1.8387098 0.1017845 10.6376505 0.1017845 0.5167212 9.5097030 4.2716498 11.0759027 1.1017173 10.9461714 10.2741546 10.7038074 -1.4831780 1.9761803 2.5167716 NA 15.1779164 4.8566123 10.2866025 6.0790068 8.1533894 11.6247990 1.5167716 NA 0.5167212 13.9268184 10.4515612 -1.4831780 11.6397544 6.5479834 12.4917169 3.2171997 3.7262209 NA -0.4831780 -1.4831780 1.1017173 0.5167212 14.3235650 13.9207170 12.3024214 11.2284316 12.4864210 NA NA 2.1017173 15.0810928 1.5167716 9.4563439 11.7930345 -0.4831780 18.9096962 8.9864064 NA 6.3369439 NA 13.1545216 2.4236588 10.1953648 7.8699115 5.3241193 11.1529361 7.2067624 11.9486174 8.9679758 10.9082768 5.2310099 8.3241198 10.9542567 -0.4831780 1.6867022 9.5453615 10.5999115 6.7599388 -0.4831780 NA 3.4236588 -1.4831780 9.7473856 NA 12.7337378 10.7552440 11.1933829 2.8386896 1.1041353 13.8458952 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3.3241193 13.9268184 4.1314742 10.4005534 11.2284316 6.6042270 3.3241193 1.8387098 10.2202357 -1.4831780 9.5398259 8.9628142 8.9679758 10.9082768 11.2169876 10.9542567 11.2718608 6.4296545 NA 8.6612825 11.0684729 7.0285172 7.2683090 9.7473856 11.7809140 11.1933829 12.0933671 10.2795619 9.9197767 8.5040288 10.2302285 8.1240949 10.5604755 10.5604755 NA 0.8386695 -1.4831780 8.1060787 9.7917250 9.4861512 7.0205900 10.8665987 4.7262154 TCGA-P3-A6T2 45 0 NA 2298 head and neck stage iva t3 n2b mx 19-3-2015 male 2008 NA yes head and neck squamous cell carcinoma yes NA NA 2 white not hispanic or latino 355.26.0 3 6 NA NA 1 1 3 1 2 3 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 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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10.5678276 9.0809270 4.5913683 13.7225797 2.2434558 10.1960514 12.1614925 5.4278676 4.3987198 NA 10.0543061 NA 9.1644718 9.5229475 12.5050032 11.1771331 11.6151201 11.3371601 12.1848903 -0.2159149 -1.2159149 8.8807259 10.0253982 3.3689778 1.5913443 11.2087020 11.3820633 10.7790713 12.9747615 10.9839899 10.2758640 9.1709511 10.3442385 7.9614306 10.5016872 10.2768655 0.3689359 NA 1.3689918 8.6363375 9.3443436 9.3736619 5.4705108 8.9501738 4.2758638 TCGA-P3-A6T3 49 1 577 NA head and neck stage iva t3 n2 mx 19-3-2015 male 2008 NA yes head and neck squamous cell carcinoma yes NA NA 2 white not hispanic or latino 355.26.0 1 3 NA NA 3 1 2 1 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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11.1721571 10.8504464 13.8626160 10.0361020 5.5632314 8.3665399 8.2217234 11.7732586 8.3966776 9.4348050 10.5605775 9.1256240 4.2127327 9.4804578 9.1587637 6.7673237 13.4396285 3.6456901 10.1529015 11.0797045 6.3170707 6.3502391 -1.1090475 8.9822421 NA 9.6540189 9.6565071 11.1793843 10.6461115 10.0787773 10.2593131 10.4260820 2.9782689 NA 6.6981615 9.3430478 5.8333202 3.7487832 10.5160589 10.5233475 10.9317812 13.1885827 11.3946324 9.9249177 8.0557136 9.2639109 7.9433746 11.3751261 8.7456750 -0.1092031 NA 4.9993326 9.4163960 8.6770762 9.5516938 7.9214738 9.5605776 4.3826603 TCGA-P3-A6T6 53 1 395 NA head and neck stage iva t4a nx mx 19-3-2015 male 2009 NA yes head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 355.26.0 3 5 NA NA 2 4 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.0516864 8.4137646 3.7904176 3.6098495 NA 7.1375865 NA 10.3495170 2.8728878 13.4362914 8.2016079 10.3019413 3.0248870 1.7350455 13.4809327 7.3611700 10.0845012 10.4645095 10.0402345 8.3250099 3.1623873 10.7377572 8.2107532 10.4998091 9.1746336 10.0670929 NA 10.8244918 -0.2970765 5.3468151 -0.01725400 0.73379000 0.01936300 0.64066000 -0.07441100 -0.07441100 0.24591000 0.24591000 0.00027728 0.00027728 0.72985000 -0.00207840 -0.00207840 -0.00207840 -0.01121500 0.48492000 -0.01904000 0.01405100 -0.00152430 0.00291330 0.00736090 0.87388000 -0.02876500 1.28160000 -0.00526100 -0.04861300 -0.02205800 -0.02205800 1.29090000 -0.01890200 0.02567100 -0.02195300 0.71227000 0.03465800 -0.71933000 0.03129500 0.02685100 0.01936300 0.01936300 -0.02534600 0.03163400 0.03163400 0.00777830 0.03707600 -0.69577000 -0.00885260 0.72452000 0.24591000 0.23514000 -0.73382000 -0.00207840 -0.00207840 -0.02590100 0.00000000 0.00000000 -0.71275000 0.01628600 -0.00152430 0.00291330 0.00291330 0.01153900 -0.02548300 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5.9124127 7.1867739 8.8501631 9.0670931 12.5093065 9.5250033 9.4240575 9.6644080 9.8903103 12.3229489 10.4129036 10.8283718 5.4308774 11.9638778 5.0952746 9.1208107 10.0338751 7.3824381 3.1623873 1.7029678 8.7797738 -0.2970765 9.0605103 7.2421175 10.2527430 11.2493705 9.9825688 9.8753858 10.2869813 2.5103037 4.2265239 7.4973745 9.1017021 4.3468151 2.0248870 10.3495170 10.3000797 10.3019413 13.6008983 10.7113869 10.1887876 7.0866628 10.0845012 7.2803875 9.7757609 9.4376678 NA NA 6.6454725 9.1027702 9.5231373 7.9269601 8.1827385 9.8590413 6.0605100 TCGA-P3-A6T7 55 1 487 NA head and neck stage iva t3 n2b mx 19-3-2015 male 2010 NA yes head and neck squamous cell carcinoma yes 80 NA 2 white not hispanic or latino 355.26.0 4 6 NA NA 3 3 1 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 6 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 5 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.61848443 11.64442765 9.85030703 12.63406202 NA 8.52418124 10.67637541 NA NA 8.88717583 7.74520842 6.22123716 -0.03608204 -1.03622997 5.83421314 NA 11.22653051 NA 12.82726032 9.94101385 9.42225508 0.96384400 3.35617199 13.03966174 1.54883115 9.03932760 5.11359633 10.39075258 11.02319283 -1.03622997 7.14375768 6.61489974 11.50784681 8.18059446 12.24476409 NA 11.11391292 0.96384400 2.77120949 -0.43192000 0.00570060 0.40494000 0.00610900 0.00055459 0.00055459 0.00000000 0.00000000 -0.44728000 0.40961000 0.40961000 1.12600000 0.41429000 -0.00387790 -0.00387790 0.00430210 3.65690000 -0.00636680 -0.00636680 -0.43203000 -0.43203000 0.42150000 0.36035000 0.00555290 0.00555290 -0.46238000 -0.00027724 -0.00027724 -0.01285100 -0.01312700 -0.00290910 -0.00290910 0.01335300 0.00570060 0.00570060 -0.42746000 -0.42746000 -0.42746000 -0.42440000 0.01028500 0.01028500 0.01028500 0.01028500 0.00610900 0.00610900 0.00508260 0.00055459 0.00000000 0.00000000 -0.45178000 -0.87751000 -0.00387790 -0.00816240 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8.343227 -1.036230 3.051320 9.614003 9.001395 11.9346733 11.8789808 11.7476651 -1.0362300 11.1158162 10.9165896 15.4500832 10.2105889 5.1536716 8.6625530 8.2235915 12.4673015 9.2672752 8.9439878 10.6282956 8.1926671 2.4232823 11.0944189 9.2857765 6.5030068 12.1863414 1.2857573 10.6455260 10.9803085 5.2857758 5.6077031 NA 9.5327545 NA 8.6951674 8.8202738 9.8503070 12.6340620 10.9092922 10.6763754 11.3153398 3.8218326 NA 6.7120413 10.1872468 5.5030084 3.6077091 11.2265305 10.9631438 9.4222551 12.7275795 11.0569358 9.8140352 8.7002504 9.0393276 6.7647482 10.3405164 9.1708627 0.5488312 -1.0362300 4.0082448 8.9241691 9.1962694 9.7631300 6.8155972 9.5776379 5.5785584 TCGA-P3-A6T8 54 0 NA 400 head and neck stage iva t4a n2 mx 19-3-2015 male 2010 NA yes head and neck squamous cell carcinoma yes 30 1980 2 white not hispanic or latino 355.26.0 1 1 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0570948 3.5003177 5.6929600 3.5003177 11.4968222 5.3559254 10.1469166 7.9783621 5.4830386 11.4321782 10.5877779 12.9601662 9.8119013 11.6217252 NA 8.3319994 11.5064741 2.2779253 4.5674298 10.0005405 10.1841451 7.2007545 2.6929628 NA 5.4830386 1.9153679 11.0770243 5.4117787 13.1477735 9.2303599 10.3974402 4.7227065 0.1576905 13.2327652 5.8893567 10.0688829 8.0534416 9.7899300 12.0016784 1.9153679 10.3076700 8.2602826 11.6882562 8.0178907 12.1661585 0.6929628 7.1469169 2.2779253 5.8893567 0.0368720 1.0767000 1.0443000 0.5657800 0.0332830 0.0332830 0.5334400 0.0413170 -0.4031800 0.0408920 0.1059900 -0.4288700 -0.4288700 -0.4248400 0.5039400 -0.1748700 -0.1991200 0.8441500 -0.0067813 0.0030522 0.0000000 -0.0434660 -0.4352800 -0.4258200 -0.4258200 0.0146090 0.0718220 0.0718220 -0.0740100 0.0105640 -0.4248400 -0.1234300 0.0583670 -0.5256300 -0.4077100 -0.4361500 -0.4263700 -0.4263700 -0.4476000 -0.4401600 -0.0557690 -0.0557690 -0.1074900 -0.4335500 -0.4335500 0.0464170 -0.4312000 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12.9601662 9.3464025 9.8119013 10.9791328 10.5384502 11.4220143 12.8882206 13.0871548 8.0766644 -0.8919105 3.5003177 10.3618451 9.4060602 10.5062069 12.4734999 10.3027545 0.6929628 11.3186690 10.3404185 14.1062778 8.8084375 6.6778535 8.5363580 8.3817934 11.3568147 9.0505120 8.3817934 10.4517385 9.2308255 2.5674238 11.0005404 8.1496567 5.3933990 13.8545644 2.6929628 10.5088770 10.7217871 5.2372807 5.9659782 2.8084468 9.3283760 1.4299105 9.3945553 9.8205246 9.8119013 11.6217252 9.6938991 11.5064741 11.0658252 3.5003177 3.6929628 8.7146618 12.4355503 6.0268598 5.7373542 11.0770243 11.4663741 10.3974402 12.3310943 10.5295366 10.0186403 10.0424257 10.0688829 8.7874778 9.8418604 10.5938269 NA NA 9.8075700 9.3996518 8.7446223 10.0379958 6.9088970 9.9814417 5.7079113 TCGA-QK-A64Z 79 1 641 553 head and neck stage iva t4 nx mx 19-3-2015 female 2011 NA yes head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 311.35.0 1 3 NA NA 2 3 1 2 2 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 5 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.289442e-06 1.17941e-06 9.8910775 NA 10.7860660 1.7413160 9.1591829 10.0800667 8.3761415 16.6618460 6.4692511 8.5373698 6.7469550 8.0900584 NA 9.4547169 9.7979680 3.2007554 6.1759577 10.6801748 -1.2587703 -1.2587703 9.0081168 7.1966572 10.9255858 2.9892662 10.4827973 10.4382978 10.6197645 -1.2587703 -0.2585977 3.2007554 NA 13.6348215 6.8757567 11.2838786 6.5678785 4.8287940 11.4641378 2.9892662 NA 2.0632613 11.8416642 8.8808817 0.3263072 12.2891888 5.8175056 11.0451111 6.7966133 7.4486896 2.2007554 NA -1.2587703 1.5486832 -0.2585977 15.2334010 16.4734582 12.1777816 11.1136513 12.4704200 NA NA 1.5486832 12.9262831 1.3263072 9.7553508 10.9996019 NA 18.8345080 9.9635215 NA 5.9112554 1.5486832 11.3608626 4.7186082 10.6958901 7.5678785 2.7413375 11.4705262 10.1675951 12.3255882 12.5223826 11.5115812 NA 8.5144695 11.0004851 0.3263072 2.7413375 10.1806418 11.3363546 4.6239722 0.7413160 NA 6.0267315 NA 11.3923820 -1.2587703 12.7881986 10.0485653 10.9363949 0.7413160 1.5068558 12.6463412 7.1379348 9.2313489 7.3887888 10.3844469 11.3237075 2.7413375 10.3173422 8.3035725 12.0728072 8.0700055 11.3668109 -1.2587703 10.6871399 NA 4.0267293 -0.00950790 -0.00950790 1.70670000 0.86746000 -0.00232050 -0.01606600 0.07315100 0.07315100 -0.43167000 0.41701000 0.41701000 -0.43428000 -0.43645000 3.65690000 0.37928000 0.00058942 0.00058942 0.32209000 -0.01666900 -0.00868000 -0.01464100 0.00600490 0.01241100 0.00170520 0.91344000 0.00156030 0.01018100 0.01018100 0.00072809 0.03175300 0.00000000 0.00000000 -0.00950790 -0.00950790 0.00906620 -0.43775000 -0.43775000 -0.43775000 -0.43775000 -0.01446900 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10.074486 11.461361 7.348661 11.095855 9.802701 10.260475 5.090057 12.325588 6.828793 12.522383 11.191253 10.044540 11.034515 12.487010 13.191188 9.970750 1.741316 4.785723 10.243665 8.888535 11.4450176 12.3123719 11.5062019 NA 11.3858626 10.9178152 15.3458672 9.7193257 5.5615094 9.1228733 8.5710529 12.6342526 8.7886723 7.8986776 10.5235095 8.7071148 6.1759577 10.9734514 8.7733760 4.3560381 11.8416642 0.3263072 10.7778474 11.1136513 4.8074219 4.0632613 -1.2587703 9.3587978 NA 9.5844663 7.7993218 12.5223826 11.5115812 10.8754357 11.0004851 11.2216156 3.4417756 -0.2585977 7.2593544 11.0081169 7.2251457 3.3851825 11.3923820 11.1488636 10.9363949 12.3152142 10.4895232 10.3838333 9.0834051 9.2313489 6.3035725 10.5702602 9.7979951 NA 0.7413160 2.8287940 9.6600221 9.5860360 9.9779426 6.4348167 9.5003862 5.0811820 TCGA-QK-A652 60 0 NA 357 head and neck stage iii t1 n1 mx 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA NA 1 white not hispanic or latino 311.35.0 1 1 NA NA 1 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 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 4 0 0 1.195955e-06 2.503162e-07 9.0451778 NA 10.3429689 2.7597737 9.0331598 10.5971252 8.9795135 16.8527220 6.8571885 8.2211347 5.8817649 7.8571879 1.2572521 9.7214805 8.9783744 6.5488296 9.0785178 11.7365502 NA NA 7.2345550 11.6659587 10.9769491 3.1317376 10.8664539 10.2666372 10.7316571 0.2572521 NA 3.5792043 NA 13.8969927 6.7384017 11.2881721 8.3197710 7.4371845 11.8756606 4.1317459 NA 2.7597737 13.0434767 9.4892963 0.2572521 11.6384575 11.4166104 11.8811566 7.5083629 7.5941536 2.2572822 NA 1.6723348 -0.3277104 -1.3277104 16.0145950 16.8546468 12.0943774 10.9978992 12.4267826 NA NA 3.7167056 13.8494207 2.7597737 9.3107486 10.9285213 0.2572521 18.1285226 11.1144786 NA 7.0731926 1.2572521 11.5499802 5.0646285 10.3792403 6.0985775 2.8422347 11.5650452 9.4305358 12.1258328 9.8670694 11.0457216 -1.3277104 8.6118920 10.3465049 NA -1.3277104 8.9565582 9.3976789 7.5640961 4.3727502 3.1958673 5.9011324 -1.3277104 10.7050472 -1.3277104 12.7536296 9.5677896 10.4487457 4.2269015 3.8522186 13.0182029 3.1958673 9.6841339 11.5457567 10.3911109 10.5411352 1.8422548 10.8102643 9.8664538 11.4577651 8.7424337 12.2210142 0.2572521 11.4411173 2.1317541 4.5302955 0.00819590 0.00819590 0.21345000 0.89133000 0.00958830 0.00958830 0.00332990 0.00332990 -0.32867000 0.32495000 0.32495000 0.00138680 0.00138680 0.00138680 0.00138680 0.00041593 0.00041593 0.00992490 0.00653780 -0.02712400 -0.02712400 0.00903120 -0.00124730 0.06107900 0.06107900 -0.14322000 0.30457000 0.30457000 -0.00360110 -0.01326400 -0.01326400 -0.01326400 0.00819590 0.00819590 0.00819590 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6.770344 10.606372 10.127121 11.021041 11.891481 8.783448 10.002109 10.607846 11.165167 8.334091 10.378265 11.747792 10.341198 5.283929 12.125833 8.432201 9.867069 10.249269 9.814420 11.017718 12.434646 12.575253 8.589685 2.257282 3.372757 9.739747 8.955401 10.7928745 11.8177672 12.2246215 1.8422548 11.3098432 10.6326766 13.3677008 9.4996554 6.7330085 9.0254594 8.7477919 12.1810978 8.4672807 8.2628996 10.7002186 8.7847523 9.0785178 9.9755226 8.6074775 7.2345550 13.0434767 1.9942539 10.4900957 10.9978992 6.3089378 6.9669334 3.5792043 9.7471230 0.9942176 9.2943643 9.3640561 9.8670694 11.0457216 10.0049086 10.3465049 11.0795804 1.2572521 4.0985796 7.6567023 12.5474860 6.9059321 4.0646328 10.7050472 11.2957369 10.4487457 12.2768659 10.4928906 10.4099825 8.7663904 9.6841339 6.7703441 10.3938391 9.6666661 5.2269015 0.2572521 5.3447397 9.9826016 8.9202403 9.7544616 6.2796422 10.4305359 5.0473508 TCGA-QK-A6IF 61 0 NA 537 head and neck NA NA NA NA 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA NA NA white not hispanic or latino 318.33.0 3 5 NA NA 2 4 1 3 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.11884e-07 2.225033e-07 10.0830093 NA 10.1230750 -0.6217103 10.5537907 11.1554965 9.0821448 15.3984181 6.5279883 8.3469081 5.5075251 7.5729980 1.9632152 9.6010361 9.7024217 5.7532809 10.3163504 9.5693004 NA NA 6.7532809 10.7780531 11.5998282 NA 10.3425820 10.4171601 10.6751573 1.3782342 0.3782897 3.7001733 NA 10.7080375 8.2079641 11.3490661 8.4253649 5.7001706 10.3859693 6.9328301 NA 3.1855970 12.4130401 8.5803649 6.7091583 9.8800783 6.1959932 10.4185309 5.5075251 7.1530281 NA 0.3782897 5.4006097 1.9632152 NA 14.0229976 14.4650777 13.1309354 9.0838737 12.5455025 -0.6217103 2.1855811 4.2851285 11.9620291 6.4443308 9.6046533 10.8745957 4.2362247 17.4643618 13.8248722 3.1855970 7.4657043 3.7705542 11.3775365 4.2851285 9.8128694 5.2608838 6.5876950 10.4362329 10.0066867 11.5305133 11.8489000 11.2501464 NA 9.1546741 11.3269734 0.3782897 NA 8.3148791 11.0007506 8.4657039 4.4226367 3.6261704 8.1431128 1.9632152 10.6485364 1.7001733 12.3062042 9.6244354 10.5017159 4.5075219 5.8381652 13.2832520 6.9251354 11.1571971 5.1331278 9.1759028 10.3200224 2.7001733 12.6559644 9.5139504 11.1095602 8.4362331 13.1505557 -0.6217103 9.0400192 0.9631782 4.1855970 -0.00498440 -0.00498440 0.01544700 0.01126100 0.00742210 0.00742210 0.00805670 0.00805670 0.00638710 0.00638710 0.00638710 0.00000000 0.68570000 0.00545410 -0.00622860 -0.01739100 -0.01739100 0.52503000 0.52503000 0.01223700 0.01223700 -0.00954260 -0.03435900 0.01307400 0.01307400 -0.05752000 0.58202000 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.059040 2.378234 10.845638 5.548165 10.329526 10.814932 10.007598 13.229014 13.870219 11.361591 9.928026 10.859031 8.403381 10.922240 10.916430 11.385268 4.666598 11.530513 13.532426 11.848900 10.802932 10.610662 10.826357 13.355611 12.866458 10.229990 1.378234 6.517792 9.930910 10.013052 10.780187 11.710278 12.815603 5.355520 11.873347 10.470338 14.419125 9.641510 10.137297 9.972566 9.648536 12.634007 9.519263 8.886036 10.108711 9.999377 10.316350 10.404765 10.560635 10.527353 12.413040 5.607061 9.646198 9.083874 5.932829 9.605857 5.133128 9.877090 1.963215 9.730285 10.116333 11.848900 11.250146 10.495884 11.326973 10.922240 6.497183 NA 7.260884 10.645613 10.563736 5.587695 10.648536 11.376126 10.501716 12.827648 10.155496 9.869092 10.684303 11.157197 6.092487 10.474956 10.217445 8.709158 4.246134 7.192022 11.130028 10.109560 9.064742 7.320755 9.866081 5.963204 TCGA-QK-A6IG 69 1 222 218 head and neck stage iii t2 n1 m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 40 1973 1 white not hispanic or latino 318.33.0 4 6 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 5 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 7 0 0 0 0 0 0 0 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 5 0 7 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 3.572918e-06 9.019015e-07 10.1593883 NA 10.3814611 0.8261925 8.4360273 11.1892726 9.1223844 15.6366372 5.8262332 8.3313828 7.2524980 9.2381252 -0.7587700 8.9330140 9.0356863 1.2412911 9.3247499 11.0785042 -0.7587700 NA 7.3180863 4.5632008 9.5586830 2.2412605 10.9012664 9.9163454 9.5766608 NA 0.2412300 2.0486198 NA 12.0941900 7.2911191 9.1954667 6.8923218 4.8851253 11.1200877 2.5632070 NA 0.8261925 7.5676998 8.7881650 1.5632070 7.2580789 1.5632070 10.1231491 6.8633227 7.5450510 -0.7587700 NA NA 2.9417073 2.9417073 15.7585704 16.3884681 13.0281159 11.8681202 12.5430524 NA NA -0.7587700 13.5374697 1.2412911 8.5010135 10.7530231 0.2412300 17.8168725 12.3891113 NA 7.0614490 0.2412300 11.1315347 5.0992531 11.6630723 5.0226297 1.2412911 11.8729022 11.0777153 10.6965977 9.5197200 10.3954556 NA 8.9066062 9.9666367 NA NA 7.6032139 8.0709930 4.7331211 0.8261925 NA -0.7587700 NA 10.6675351 NA 12.6517218 8.6558076 9.7784888 3.2412758 4.0726375 13.5175403 3.4111957 10.0702319 7.9172277 8.8131748 10.3240848 2.4111822 8.7920172 9.2883943 10.8742657 8.1330543 12.9721651 NA 7.3705532 -0.7587700 2.4111822 -0.0060109 0.0221040 -0.0405380 0.3920700 0.2648100 0.2648100 -0.0816610 -0.0816610 -0.2317100 0.6398500 0.6506700 0.0938490 0.1229300 0.2022400 0.2267800 0.5270600 0.4447000 0.5200600 -0.0585190 -0.1703600 -0.1703600 -0.3697900 0.2081800 -0.0466400 0.2097100 0.0443590 0.8720000 0.8720000 0.0080021 0.0482520 0.0000000 -0.0221220 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9.042170 7.941710 11.063443 8.339303 9.047014 10.836994 10.172008 7.692482 10.330059 11.302304 9.626054 4.883973 10.696598 9.718017 9.519720 10.624975 9.819643 10.409943 13.524283 13.754813 2.411182 -0.758770 4.563201 9.531289 8.958947 11.1200877 12.1780924 9.8365279 NA 10.5643252 11.4688864 13.5241380 8.0193478 6.5450510 8.5744259 7.8994820 11.5637620 9.5436353 8.7007022 10.7144688 10.9982437 9.3247499 10.1246775 8.9657843 6.4310947 7.5676998 2.4111822 10.1360882 11.8681202 5.7170046 5.9691919 0.2412300 10.2056113 NA 8.5220412 11.2088570 9.5197200 10.3954556 11.0172921 9.9666367 11.2405658 6.0356855 0.8261925 7.1116354 9.7139612 4.9417120 2.7007060 10.6675351 11.0164692 9.7784888 13.0128631 11.1578964 10.1504135 9.2636382 10.0702319 8.0992515 10.4921609 9.3432461 2.4111822 -0.7587700 4.3705549 8.9992771 9.1910972 9.0534478 6.5173954 9.5068855 4.5988237 TCGA-QK-A6IH 65 0 NA 508 head and neck stage ivb t4b n2b m0 19-3-2015 female 2013 NA yes head and neck squamous cell carcinoma yes NA 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11.310468 7.894680 9.427966 9.937129 8.529531 10.609230 15.287022 12.744484 4.760381 NA 4.157715 9.238877 8.662570 10.9574153 10.9636369 10.2677864 NA 9.7962168 10.7653183 13.7760158 8.3246675 4.3097146 8.3714931 6.3915117 12.1618824 7.4316714 8.7134391 10.8175117 8.3686108 11.5359686 9.2117905 8.2576947 6.2357156 10.6830172 0.9877574 9.7865307 12.6206327 7.0175367 5.5727502 -0.5972778 10.4742888 0.9877574 8.4982233 9.1084589 9.4279660 10.7565246 10.2451768 9.4742888 10.1825458 0.9877574 NA 6.7157095 9.2900470 3.6507531 3.4902877 10.8689029 9.6448095 9.1136328 13.8196239 11.2238031 9.4553944 7.2608076 9.3971798 6.9263885 10.7476771 7.5877018 1.7247376 NA 1.4028313 10.1230279 9.1743158 8.9303033 6.5525738 8.5525734 2.7247594 TCGA-QK-A6IJ 71 0 NA 387 head and neck stage iii t2 n1 m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 40 1963 1 white not hispanic or latino 318.33.0 3 7 NA NA 3 3 2 2 2 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 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10.7830663 10.1449887 13.3719607 12.4310517 10.9709103 0.1686420 9.3344076 11.4128288 NA NA 9.5025639 10.5606228 8.1382897 1.9056205 NA 10.7784576 NA 7.5085134 3.9760153 12.7131447 9.6934399 8.5963251 0.5837116 4.9052691 12.0200218 7.7155578 10.7933308 5.3910562 9.3321536 8.4260509 3.3385813 11.4432355 9.3707870 12.4039794 7.9952114 11.5252986 -1.4161921 10.3882351 0.1686420 4.1072610 0.00541390 0.00541390 1.26710000 0.59890000 0.00110930 0.00110930 -0.00456950 -0.00456950 0.00166420 0.00166420 0.00166420 0.00044294 0.00044294 0.00044294 -0.01904000 -0.00761010 -0.00761010 0.00000000 0.00000000 -0.61920000 -0.61920000 -0.00263480 -0.02315500 0.00555290 0.00555290 0.49649000 -0.63481000 1.12860000 -0.05765400 -0.00902230 -0.00902230 -0.00539920 0.00541390 0.00541390 0.00541390 -0.62865000 -0.62865000 -0.62865000 -0.62865000 0.57296000 0.57296000 0.57296000 0.62351000 0.00263570 0.00263570 0.00263570 0.00110930 -0.00456950 -0.00456950 -0.00817980 0.00044294 0.00044294 -0.62350000 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12.564644 1.753605 5.338588 9.529145 10.494343 10.9420772 11.5842289 12.0744263 2.7536259 11.8359226 10.3222153 14.4198482 10.2940766 9.8238958 9.5444267 8.8702584 12.3901496 10.3301562 8.6896091 10.6905907 9.6744748 10.9092872 10.9307684 10.5858125 8.5780541 13.0012236 2.9760153 10.0015532 10.6301426 6.0183293 6.9674050 2.7536259 9.8800434 0.5837116 8.6948363 10.4529090 12.4310517 10.9709103 10.9872454 11.4128288 11.8218068 0.5837116 NA 9.5829961 10.1719469 8.0715407 2.1686741 7.5085134 10.9459185 8.5963251 12.3410907 10.2410192 9.8393194 9.0214528 10.7933308 7.3910554 10.9423519 10.2780585 5.6060691 NA 9.8633113 10.6546769 10.1812877 9.2428047 8.6671800 9.6777783 5.6389832 TCGA-QK-A6VB 66 0 NA 450 head and neck stage iva t4a n0 m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA NA 0 white not hispanic or latino 355.26.0 1 2 NA NA 2 2 1 2 3 1 0 0 0 0 0 0 0 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 7 0 0 0 0 7 0 0 0 0 0 0 0 0 4 5 0 0 4 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 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 6 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 1 0 0 0 0 0 0 5 5 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 0 0 0 0 0 0 4 0 6 0 7 0 7 0 0 0 0 0 0 4 0 5 0 0 9.317325e-06 3.226298e-06 7.78482915 NA 11.05807509 2.67301362 10.31648383 10.80120523 9.53229689 13.69902112 7.55436322 7.92093518 4.59500231 8.73228073 NA 9.99967338 8.22274130 -0.57497045 9.77932917 11.15555003 1.01006368 -1.57475556 9.56782511 6.11856738 11.87744983 -0.57497045 11.20951021 11.01590082 11.07747675 NA 2.59500231 1.88451978 NA 11.93349367 3.23243052 11.39266641 6.61983701 4.59500231 11.62429212 2.94863822 NA NA 12.05489181 8.72771867 NA 12.54564176 3.71048136 12.36951741 4.76492996 7.25480282 -1.57475556 NA NA 1.88451978 0.42502955 13.36355405 13.09792615 12.57053442 11.07500963 12.94539160 -0.57497045 3.51254296 3.23243052 13.21043016 0.74700062 10.44571264 11.77090088 NA 17.45794082 9.42367040 4.65389695 6.81309751 1.01006368 11.66139311 3.06892872 10.27174559 7.18663129 6.98350099 11.56718691 9.58872962 12.44796779 9.36098158 11.27585271 -0.57497045 8.93584394 9.78702362 -1.57475556 NA 8.80986361 9.95646139 5.60498755 0.01006368 -1.57475556 3.55436783 NA 9.78647548 6.51254296 11.78428034 8.96059830 11.45522970 3.78262873 1.60620531 12.96478395 5.77380912 10.33989475 9.83447073 9.43762059 8.91191474 1.23241517 11.18891468 8.98827624 11.92617062 7.74700801 10.82649272 -0.57497045 10.37454190 0.01006368 4.97966870 0.268440 0.304730 0.510200 0.437830 0.456090 0.456090 -0.043331 -0.043331 -0.146180 1.291200 0.872090 -0.562340 0.054091 -0.542390 -0.571600 0.843170 -0.050370 0.405770 0.408440 1.500100 -0.056276 -0.078011 0.338040 -0.086607 -0.036674 0.094527 0.765230 0.765230 0.020203 -0.055095 -0.055095 0.412620 0.268440 0.268440 0.269380 -0.535610 -0.535610 -0.535610 -0.530830 -0.518870 -0.518870 -0.518870 -0.518870 -0.531110 -0.521020 -0.593400 0.456090 -0.016841 -0.061420 -0.146180 -0.542390 -0.542390 1.269600 1.254300 -0.542090 0.843170 -0.579700 0.408440 -0.041159 -0.041159 0.415130 0.415130 -0.078011 0.364930 0.364930 0.338040 0.316910 -0.036674 -0.036674 0.094527 0.146820 -0.587940 0.029888 0.029888 0.043015 0.712 -0.542 0.843 0.000 0.408 0.408 0.000 0.415 0.000 0.365 0.365 0.338 0.338 0.000 0.000 0.147 0.147 0.000 0.413 0.765 0.765 0.450 -0.119 0.268 0.268 -0.531 0.000 -0.519 -0.519 -0.083 -0.521 0.456 0.456 0.000 0.000 -0.146 -0.146 -0.542 -0.542 0.000 0.000 0.712 -0.542 0.843 0.000 0.408 0.408 0.000 0.415 0.000 0.365 0.365 0.338 0.338 0.000 0.000 0.147 0.147 0.000 0.413 0.765 0.765 0.450 -0.119 0.268 0.268 -0.531 0.000 -0.519 -0.519 -0.083 -0.521 0.456 0.456 0.000 0.000 -0.146 -0.146 -0.542 -0.542 0.000 0.000 10.364292 -1.574756 9.503057 3.425083 10.236455 10.443259 13.479345 11.634990 8.603745 8.246854 13.424054 10.451257 7.010042 11.358378 10.089527 10.806623 4.893173 12.447968 10.783731 9.360982 10.151724 10.921185 10.248447 12.797120 12.323492 11.418726 NA 1.010064 8.921934 10.540449 11.4020019 12.1188935 11.1326547 1.7470006 11.9344838 11.1675999 13.4299534 10.4289491 7.6777450 9.2178702 9.3528578 11.2832552 9.6470475 8.9729384 10.7208488 9.8136353 9.7793292 11.0384090 9.5277118 4.0100458 12.0548918 2.8173981 10.7228559 11.0750096 4.6149042 2.0100279 4.9169352 9.3528578 NA 9.8280919 9.6161391 9.3609816 11.2758527 11.2284038 9.7870236 12.5565350 -1.5747556 NA 8.1974108 9.6994579 2.1255189 2.5950023 9.7864755 12.0091028 11.4552297 12.3563714 10.7156748 10.2555950 7.6124321 10.3398948 8.7345562 10.4484877 10.0779248 -0.5749705 NA 9.2869421 7.8913602 10.1563989 10.0819517 8.2340443 11.1272525 4.3319703 TCGA-QK-A6VC 62 0 NA 378 head and neck stage iva t4a n1 m0 19-3-2015 female 2013 NA yes head and neck squamous cell carcinoma yes NA NA 1 black or african american not hispanic or latino 355.26.0 3 1 NA NA 2 3 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 6.278622e-06 2.011934e-06 8.9134136 NA 11.1060588 1.2731578 8.8952205 10.2850948 8.6889105 16.6157123 7.9942680 8.6285199 7.3606320 8.5905814 0.2732175 9.6633377 8.5376114 7.0010895 7.2561624 10.9513287 0.2732175 -0.7269019 10.1504529 4.1800603 11.1462284 0.2732175 9.9482437 10.3031461 10.5085847 0.2732175 0.8581402 1.8581402 0.2732175 12.6599743 4.5950978 10.6978600 8.7888687 5.5210979 14.1436298 -0.7269019 NA 1.8581402 13.1017020 9.0917509 2.2731578 12.1834367 6.5603267 12.9971496 5.8581302 7.8988777 0.8581402 3.7967327 -0.7269019 4.1311532 NA 16.0958880 16.4705139 12.8919569 10.6820292 12.2977890 5.6994323 NA 3.6654837 12.7824489 2.0805212 10.0347200 11.2411155 3.0805212 18.3559623 11.6057648 -0.7269019 6.6130188 1.2731578 11.8082011 5.1558099 10.0861483 4.0805212 3.7967327 10.9792330 8.9170250 12.5357041 11.8961357 10.9251174 4.4430960 8.7789803 10.1404475 -0.7269019 -0.7269019 9.2461487 9.5689377 6.2039059 0.8581402 -0.7269019 8.0413531 -0.7269019 10.7331126 0.8581402 13.7987508 8.9249203 10.7356711 2.8581402 4.7430571 13.4174287 3.2731727 10.1407564 8.6740482 10.2692679 9.6362084 0.2732175 8.8468161 7.9061643 11.8382709 7.8841937 12.0657558 -0.7269019 11.7202520 1.2731578 5.3392586 -0.05185600 -0.05185600 0.32410000 0.28089000 -0.00582940 -0.00582940 0.14905000 1.59980000 1.62230000 -0.00059148 0.38303000 -0.19925000 -0.19925000 -0.20698000 0.17242000 0.08637700 0.04945200 -0.01271300 -0.01271300 -0.06786000 0.25445000 -0.19462000 0.14191000 -0.12278000 -0.12278000 1.44640000 -0.20635000 0.24582000 0.02939900 0.00000000 -0.36113000 0.31659000 -0.05185600 -0.05185600 -0.05185600 -0.18370000 -0.18370000 -0.09696200 -0.09696200 -0.21987000 0.32527000 0.16415000 0.16415000 -0.38493000 -0.20809000 -0.20809000 0.01502800 1.93560000 -0.00968060 -0.40804000 -0.59643000 -0.20698000 0.22484000 0.22484000 0.02788300 -0.04441500 0.04945200 -0.01271300 -0.06786000 -0.06786000 -0.03585700 -0.03585700 -0.19462000 0.07988000 0.07988000 -0.20149000 0.14191000 0.00138680 0.00138680 -0.01794100 -0.01629200 -0.01560400 0.03467700 0.03467700 0.03467700 0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.195 0.000 0.000 -0.060 0.142 -0.123 0.000 0.000 0.000 0.000 0.181 0.039 0.246 0.000 0.000 0.365 0.000 0.000 0.000 -0.043 0.164 0.073 -0.208 0.000 0.000 0.143 0.000 -0.169 0.239 -0.207 -0.207 0.000 0.000 0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.195 0.000 0.000 -0.060 0.142 -0.123 0.000 0.000 0.000 0.000 0.181 0.039 0.246 0.000 0.000 0.365 0.000 0.000 0.000 -0.043 0.164 0.073 -0.208 0.000 0.000 0.143 0.000 -0.169 0.239 -0.207 -0.207 0.000 0.000 10.902070 NA 9.870113 6.973609 9.960544 10.088520 13.156003 12.269819 8.926014 9.963167 11.427354 9.044658 9.128037 10.405669 11.052888 10.773015 5.824070 12.535704 8.480183 11.896136 10.325737 10.510976 12.005972 13.081109 12.276335 9.460521 NA 1.858140 9.394702 11.886958 10.9614191 12.0259675 12.5298198 2.9736113 11.3048700 10.9792330 13.1111859 7.3606320 7.5305569 8.9007026 8.8123275 12.8751716 8.4307432 9.5055897 10.4801648 8.8712211 7.2561624 10.8272779 9.4075951 9.0692083 13.1017020 3.8581302 10.0602551 10.6820292 8.8025994 8.6825596 1.2731578 10.1404475 1.2731578 10.0104161 10.1381287 11.8961357 10.9251174 9.9770724 10.1404475 10.7433192 NA 0.8581402 8.0110243 10.1740356 8.6719125 2.9736113 10.7331126 11.0524778 10.7356711 12.7229623 10.5287875 10.5712314 9.4203738 10.1407564 5.9170259 10.7625150 9.9367269 4.5585738 1.2731578 10.9679619 11.5156998 9.0708304 9.6772459 8.2871892 11.0095707 5.0280563 TCGA-QK-A8Z7 59 0 NA 198 head and neck stage iva t4a n2c m0 19-3-2015 male 2013 NA NA head and neck squamous cell carcinoma basaloid type yes 8 1973 5 black or african american not hispanic or latino 403.15.0 2 2 NA NA 2 2 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.4570763 NA 12.2633975 0.8168045 10.0128184 10.6925805 9.3106866 14.1783980 8.0456499 6.9305730 6.4092874 9.3714199 -0.1831136 9.0576225 8.7342032 3.4606901 -0.1831136 10.8391989 -1.1831136 3.3403914 8.9305733 5.1743824 11.5773432 1.4017943 10.7582456 10.5887332 10.8108309 1.9867386 1.8168454 3.6748109 -0.1831136 13.1385479 4.3086812 11.5723447 7.9409525 6.2346833 11.0824461 1.8168454 NA 2.9867568 11.9490095 8.0552358 -1.1831136 11.2211744 5.8576128 11.8671900 7.4927881 5.0066571 -1.1831136 1.1387489 1.1387489 1.9867386 1.1387489 13.6226254 13.7280527 12.8125815 10.6249909 12.3933155 NA 2.8168250 4.5447512 12.4317710 2.8168250 8.7312162 12.1136040 -0.1831136 16.3175019 9.3186682 6.3482129 7.2430959 1.8168454 11.5263458 2.9867568 10.9390120 6.2597753 3.6241828 10.0275024 9.5310767 13.1732102 10.8409319 11.1146072 -0.1831136 9.1798708 10.8097695 1.9867386 NA 10.0072732 8.5850155 5.6748109 7.1206122 NA 6.0066548 NA 10.0311502 8.1183275 13.0952080 8.8113259 10.2803555 4.2762659 1.8365301 12.4399124 7.7593456 10.4352946 4.9665781 9.2432637 8.4892563 2.4017943 8.1655593 8.1983738 11.1924137 8.7724812 11.1572376 0.4017397 11.9284559 0.8168045 3.8168352 1.0417000 -0.1260300 2.4865000 0.1345000 0.2894500 -0.2072200 3.6569000 -0.0515860 0.0000000 0.0000000 0.0000000 -0.7055900 -0.6532300 1.3431000 0.0982700 -0.2563000 -0.2563000 -0.0216470 -0.1191300 0.6840300 -0.3510100 1.1470000 0.1331700 0.1784500 0.1319900 -0.5239900 0.1431000 0.1431000 -0.0242760 -0.7374000 0.1435500 1.0017000 -0.1815700 -1.2929000 -0.1214000 -0.6843300 -0.6843300 -0.6843300 -0.6843300 -0.6973200 0.1508400 0.1508400 -0.2285900 0.6812400 -0.6694700 -0.7152400 1.1294000 0.7017600 0.6745400 0.0000000 -1.2929000 0.1007400 0.0716780 0.0933470 -0.0120240 -0.2563000 -0.2317800 -0.1751200 -0.2172300 -0.1992500 -0.6688300 0.1196100 0.3828700 0.1724200 0.1849500 -0.7125600 0.8326500 -0.0186280 0.0339720 -0.7397600 -0.6973000 -0.6849700 -0.0371650 -0.0053992 -0.0242760 0.000 0.000 -0.256 -0.256 0.000 0.000 -0.199 -0.669 0.383 0.152 0.152 0.120 0.833 0.178 0.178 0.812 0.812 0.144 0.144 0.143 0.143 -0.685 0.176 0.442 -0.108 -0.607 0.000 -0.229 -0.229 0.000 -0.669 1.129 1.129 0.313 0.313 0.000 0.000 -0.647 0.000 0.000 0.000 0.000 0.000 -0.256 -0.256 0.000 0.000 -0.199 -0.669 0.383 0.152 0.152 0.120 0.833 0.178 0.178 0.812 0.812 0.144 0.144 0.143 0.143 -0.685 0.176 0.442 -0.108 -0.607 0.000 -0.229 -0.229 0.000 -0.669 1.129 1.129 0.313 0.313 0.000 0.000 -0.647 0.000 0.000 0.000 10.131414 -1.183114 10.535107 1.986739 10.665063 14.122519 9.671700 11.956223 12.506392 8.365653 11.140730 12.410572 6.531077 10.293577 10.174933 10.580459 5.767416 13.173210 10.349674 10.840932 10.897982 10.183700 11.906181 13.175129 13.561823 14.352501 -1.183114 3.723722 9.844737 10.807644 10.6860394 12.1123131 9.1622365 2.2762584 11.3071806 10.9920688 14.7973034 10.0171167 7.8802263 9.8454280 9.2945893 11.1929565 10.4911602 8.2304591 10.3805040 10.1638988 -0.1831136 10.5916182 11.0941185 7.4998260 11.9490095 3.8612209 10.4710196 10.6249909 6.2844364 4.6241886 3.3403914 9.1611271 NA 9.5181375 10.4530025 10.8409319 11.1146072 10.6933481 10.8097695 11.4017936 8.8557502 1.9867386 7.2346833 8.7955416 7.7797272 3.8168352 10.0311502 11.2803555 10.2803555 12.3701004 10.1421365 10.4566240 7.4570763 10.4352946 9.4588827 9.7941110 10.5704658 5.4315394 1.4017943 4.3403914 7.7431272 10.2864730 8.9370689 7.8612253 10.2716445 4.7710298 TCGA-QK-A8Z8 60 1 171 NA head and neck stage ivc t3 n1 m1 19-3-2015 female 2013 NA yes head and neck squamous cell carcinoma yes 80 NA NA black or african american not hispanic or latino 403.15.0 1 2 NA NA 2 2 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.1619663 NA 10.6808616 0.7107899 9.8769188 10.2066107 8.9128795 15.9617757 7.3618078 8.3653916 6.0416723 8.4656431 NA 9.8316415 8.5733931 1.2957230 8.8528628 10.5788066 -1.2891219 1.8806855 2.4111822 0.2957230 11.5138778 NA 10.4929349 10.5911045 10.7929048 NA 1.0326651 -0.2892982 -1.2891219 12.9551939 5.1537000 11.6264484 8.8061526 6.3902360 10.8515855 0.7107899 NA NA 11.1768322 7.9443753 -1.2891219 11.4000985 8.5637999 11.6104902 7.7414232 5.9586826 1.0326651 2.9586757 -1.2891219 1.0326651 -1.2891219 15.1975279 15.3301348 12.2823899 9.7510454 12.8043383 NA 3.5181071 3.6176511 13.0765314 1.5181322 10.0494921 10.4822452 0.1330374 17.2905615 9.0661067 2.1701815 7.0550514 -1.2891219 12.1399009 6.1453840 10.2120953 7.9822190 1.2957230 10.8987263 9.8968700 13.6358808 8.7275642 10.7170818 NA 8.4454652 10.6240192 NA NA 9.7058162 9.7875714 4.8192799 2.6176511 NA 2.0327004 NA 10.3451130 -1.2891219 11.2667827 9.8188031 10.2328468 2.2957230 2.5507037 12.5604540 0.7107899 9.5331512 9.2303921 10.0010108 8.7022776 NA 10.2155747 7.8554142 11.7436624 8.2205307 11.7781901 NA 11.8627236 -0.2892982 2.7982165 -0.0091286 0.0084743 0.7413800 0.1518800 0.0028582 0.0028582 3.6569000 0.0171240 3.6569000 0.0089571 0.0214630 -0.7164900 -0.7164900 -0.7164900 -0.7568500 -0.0103700 -0.0103700 0.0249690 0.0107030 -0.6884300 -0.7116700 0.0058309 0.1581600 2.7354000 0.5281800 -0.7637200 0.0000000 0.0000000 0.4336100 -0.0051227 -0.7344000 0.0839200 -0.0091286 -0.7388800 0.0025962 -0.7321400 -0.7321400 -0.7321400 -0.6987500 0.0312950 0.0311550 0.0311550 -0.7280000 -0.0200370 -0.0200370 -0.0588760 0.0076392 0.0171240 0.7015700 -0.7298500 -0.7164900 -0.7164900 0.7391000 0.6998900 0.0080567 -0.0410260 -0.0103700 -0.0156040 -0.7096200 -0.7096200 0.0162860 -0.0060904 -0.0140440 -0.0117490 -0.0321780 -0.7553800 0.6703000 -0.7154200 -0.7241800 -0.7637200 -0.0454990 0.0162860 -0.1605200 -0.1605200 -0.1552700 0.000 0.000 0.000 0.000 0.000 0.000 -0.710 0.000 0.000 0.000 0.000 -0.597 0.158 2.665 1.950 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.018 0.717 -0.691 -0.691 0.152 0.000 0.000 0.000 -0.727 0.000 -0.720 0.000 -0.716 -0.716 -0.155 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 -0.710 0.000 0.000 0.000 0.000 -0.597 0.158 2.665 1.950 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.018 0.717 -0.691 -0.691 0.152 0.000 0.000 0.000 -0.727 0.000 -0.720 0.000 -0.716 -0.716 -0.155 -0.155 10.044470 1.032665 8.880480 4.234317 11.526139 14.141358 12.290779 12.183700 7.986880 7.019095 13.231313 11.033529 7.276809 10.438251 9.952143 11.255479 5.832806 13.635881 10.182939 8.727564 9.843898 10.419839 10.210103 12.274852 11.747788 11.694640 -1.289122 3.295723 8.890665 12.795647 11.154476 12.043492 11.677622 1.710746 11.758221 11.104950 14.355203 9.269176 5.452223 9.567959 9.348286 11.689109 9.146863 9.409460 10.203110 8.690895 8.852863 11.089051 9.032684 8.139116 11.176832 2.295723 10.544832 9.751045 5.688035 6.050606 3.465648 8.755150 NA 8.746929 9.601780 8.727564 10.717082 10.330976 10.624019 11.497638 6.511656 NA 6.295718 9.590339 7.157839 4.354614 10.345113 11.753099 10.232847 12.256927 10.943776 11.055329 8.377867 9.533151 8.672205 9.613131 9.800868 2.032700 1.518132 8.039431 9.293058 9.360012 9.729651 8.338290 10.816991 5.819280 TCGA-QK-A8Z9 56 0 NA 352 head and neck stage iva t4a n2b m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 35 NA 2 black or african american not hispanic or latino 403.15.0 1 6 NA NA 1 3 3 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4206816609 -0.9991346426 10.8699297647 5.7820808808 9.4005334468 10.9751361154 9.1453796648 16.1976693806 6.1402735423 8.7063540727 6.3582731719 7.7522655609 NA 9.8048525110 9.7115279451 6.0230889803 4.2861270835 10.0908339838 0.5857317330 0.5857317330 13.7178088425 8.8446426893 11.3430740383 2.0007211672 10.2331424540 10.3505555902 10.8776221033 2.4601658947 2.7011719775 4.8833666606 NA 15.3022355867 6.4353502284 11.0351766407 8.6553575536 7.9076123637 10.3930389119 1.3226781013 NA 2.0007211672 13.1356290861 10.0661376384 1.0007211672 12.4026676642 3.8080760893 12.4947020338 7.6117463333 8.0721840659 0.5857317330 NA NA 2.4601658947 0.5857317330 16.4044964351 16.2184077866 12.4233119689 9.6490791985 11.9059204704 -0.9991346426 0.0007211672 4.7286443425 13.7411347575 3.8080760893 8.9195847024 10.7417671234 0.9825829469 18.0453397700 11.1507860953 NA 6.7080809893 3.1706461687 11.3773896087 4.0007211672 10.3697735559 6.5321034072 4.9314608687 11.2976377180 10.0715133119 11.7572090569 11.9847838929 12.0312162489 NA 8.4143495191 11.1180399503 3.9076117629 2.8080760893 9.2113928761 9.8288579687 5.9780010907 1.3226781013 -0.9991346426 5.5705782934 NA 10.8936437321 6.5398799784 12.1684532844 9.6120876093 10.1319353938 2.0007211672 2.4796962054 13.3856401567 5.4436663205 10.2789444430 7.2052928003 10.5015932991 11.6856892647 2.4601658947 11.6177297622 10.1837364782 11.3002157781 7.7622730642 12.0411824976 3.0881924907 10.7514284882 0.5857317330 5.6006354960 -0.0287390 0.3387800 0.3998700 0.4671700 0.3490200 1.2437000 3.6569000 -0.3246500 -0.6606300 -0.3075000 3.2443000 0.1483500 0.1990100 0.1837900 0.3780100 0.0125260 0.3097800 0.3378100 0.0000000 -0.3130800 -0.3320800 -0.3349600 0.0701130 -0.3349600 -0.3523300 -0.2343000 -0.3145200 0.5753300 0.9869200 0.2760900 -0.3393400 0.3305300 0.0091108 0.0091108 0.4338400 -0.2614800 -0.2614800 -0.2475700 -0.6576500 -0.6861000 0.0145490 -0.5200400 -0.0273200 -0.3200000 -0.3200000 -0.3386200 0.2992100 -0.3246500 -0.3246500 -1.1059000 -1.0105000 -0.3173200 -0.2837000 -0.2837000 -0.3230300 -0.3288300 -0.3278800 0.0000000 -0.3130800 -0.3130800 0.3586400 0.2989000 -0.3233800 -0.0869330 -0.1258200 -0.5639000 -0.6375900 -0.3276700 -0.3414900 -0.2343000 -0.3593600 -0.3240800 -0.0630900 -0.0746310 -0.0416250 -0.284 -0.284 -0.302 -0.302 0.338 0.338 -0.313 0.359 -0.323 0.000 0.000 0.000 0.000 -0.317 -0.317 -0.171 0.000 0.280 0.280 0.298 0.575 -0.324 0.000 0.000 0.000 -0.261 0.400 0.631 0.631 0.145 -0.323 0.276 0.000 0.000 -0.308 -0.654 0.000 0.184 0.331 0.000 0.000 -0.284 -0.284 -0.302 -0.302 0.338 0.338 -0.313 0.359 -0.323 0.000 0.000 0.000 0.000 -0.317 -0.317 -0.171 0.000 0.280 0.280 0.298 0.575 -0.324 0.000 0.000 0.000 -0.261 0.400 0.631 0.631 0.145 -0.323 0.276 0.000 0.000 -0.308 -0.654 0.000 0.184 0.331 0.000 0.000 1.160921e+01 7.211672e-04 1.091134e+01 5.728642e+00 1.045656e+01 1.381228e+01 9.720966e+00 1.131926e+01 1.082289e+01 1.015744e+01 1.115603e+01 1.187436e+01 8.066811e+00 1.068284e+01 1.127335e+01 1.011836e+01 5.694905e+00 1.175721e+01 8.790255e+00 1.198478e+01 1.060713e+01 1.107887e+01 1.158980e+01 1.281909e+01 1.286094e+01 6.666058e+00 NA 5.857317e-01 1.008885e+01 9.173149e+00 10.9439689 12.2209487 12.0705069 1.5856837 11.8163050 11.0898409 14.0686566 10.1498335 7.5856837 9.5978429 9.4734123 12.1156026 8.3659943 8.4845373 10.3277127 9.5095066 4.2861271 10.9259050 7.6337167 7.5005671 13.1356291 4.7820835 10.9805040 9.6490792 5.2486487 6.4101121 NA 9.8610326 -0.9991346 9.2174673 10.1332212 11.9847839 12.0312162 10.5345379 11.1180400 10.8458195 6.3494502 4.4601528 7.8399256 10.1370718 6.0775378 5.2675096 10.8936437 11.0045908 10.1319354 12.0987536 10.5577065 9.8879421 9.4875565 10.2789444 9.0573593 10.2241199 10.8332160 3.0881925 4.5242831 3.2486563 10.1863403 9.2768460 10.1580685 7.5705768 10.1731491 5.3045037 TCGA-QK-A8ZA 60 0 NA 368 head and neck stage iva t2 n2b mx 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 15 1983 NA black or african american not hispanic or latino 403.15.0 1 4 NA NA 2 2 1 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.58524275 -0.01931659 11.12279655 NA 10.15186630 9.85797369 9.61459299 14.29233140 7.76532456 7.62814804 6.44012168 9.03868117 NA 8.80086852 10.43293071 1.98068341 3.15060842 10.87399102 0.98068341 1.98068341 2.88758376 4.56565201 11.28760562 NA 10.58801982 10.74057767 9.79527197 NA NA 1.98068341 NA 15.62392565 3.62454545 11.49589654 8.95939981 8.18526051 11.26580267 6.29357281 -1.01917038 0.56569465 12.18281332 8.39854191 NA 12.12662166 8.14567185 12.24689041 6.99191634 3.50425173 NA 1.78805922 -0.01931659 2.44012832 3.30261151 13.95751672 13.92648308 12.16401474 9.56189010 12.38410103 -1.01917038 NA 3.06815486 12.41609933 0.56569465 9.36331346 11.67046913 -0.01931659 18.32855521 9.82852988 NA 5.82617982 NA 11.86657649 3.98069255 10.91806335 7.80723770 0.98068341 12.07625137 10.50474144 13.67590963 10.91879885 12.02115048 NA 8.83087643 11.85297961 -0.01931659 NA 9.31831142 9.02097911 5.53527849 2.30261151 2.88758376 7.88758010 -1.01917038 10.70988535 -1.01917038 11.98596315 8.77895070 10.34974156 1.30264075 1.81459144 12.47003573 0.98068341 9.90435117 4.95797030 9.98515571 8.55622860 2.44012832 10.99051813 8.17544626 11.47329378 7.97504316 11.32581750 -1.01917038 10.85950676 NA 1.56564591 0.4024400 0.7324000 0.8990900 0.7722700 2.9692000 0.1073400 0.1004500 0.1004500 -0.8003600 0.0365120 0.0080567 3.6569000 -0.7384500 2.3994000 -0.9256700 -0.7600300 3.6569000 0.3556100 0.3068100 0.0498240 2.6008000 -0.0540160 -0.1305700 0.1175600 0.1175600 -0.1071000 0.1358300 0.0296280 -0.3227500 -0.0852300 0.0068044 0.7819600 -1.1247000 -0.8337300 -0.0282510 -0.7665500 -0.7256200 -0.7349500 -0.7124800 -0.7248200 -0.7094400 -0.7094400 -0.7437700 -0.7618900 -0.7452500 0.0759910 -0.8093900 0.1004500 0.0552300 -0.7912600 -1.2929000 -0.7101100 -0.8147500 -0.7597800 -0.3411300 -0.8572800 -0.2863800 0.2549600 -0.1002600 -0.1042100 1.2398000 1.0786000 -0.3127300 -0.2047300 -0.2047300 -0.8177800 -0.1651000 -0.7400200 -0.7400200 -0.1071000 -0.2443600 0.7459400 0.7809600 0.7683000 -0.2562400 -0.760 -0.341 -0.695 -0.208 0.289 0.289 0.000 1.417 -0.123 -0.223 -0.223 -0.185 0.000 0.118 -0.622 -0.284 -0.284 0.789 0.789 0.000 0.000 0.000 0.271 0.373 0.373 -0.712 0.000 -0.677 -0.677 0.771 0.771 0.109 0.109 0.000 0.000 -0.791 0.000 -0.716 -0.716 0.768 0.561 -0.760 -0.341 -0.695 -0.208 0.289 0.289 0.000 1.417 -0.123 -0.223 -0.223 -0.185 0.000 0.118 -0.622 -0.284 -0.284 0.789 0.789 0.000 0.000 0.000 0.271 0.373 0.373 -0.712 0.000 -0.677 -0.677 0.771 0.771 0.109 0.109 0.000 0.000 -0.791 0.000 -0.716 -0.716 0.768 0.561 11.68545774 -0.01931659 8.89295014 9.04138537 11.25010842 11.58567353 10.48401836 10.57408059 6.97504316 9.62274115 13.43575980 12.08135185 7.57314651 10.97008403 10.65840913 11.74887382 4.58149587 13.67590963 9.32053951 10.91879885 11.97203419 10.58246032 10.31160642 13.02978758 13.54066401 11.69600803 -1.01917038 3.83866945 8.83555780 9.32387532 11.054162 12.739745 11.117360 -1.019170 11.400123 10.728043 15.412167 10.165565 6.997498 9.912166 9.145596 11.968309 9.479967 8.396431 10.193788 11.175754 3.150608 11.958327 9.798473 5.550544 12.182813 3.624545 11.820484 9.561890 4.595402 4.535275 7.104810 9.065498 2.302612 9.515965 7.937792 10.918799 12.021150 11.566826 11.852980 10.518393 3.788049 6.355728 8.204691 11.995059 11.079380 8.033258 10.709885 12.195767 10.349742 12.735994 11.240433 10.900670 8.214309 9.904351 10.167423 10.023033 10.345371 -1.019170 2.788038 7.436017 8.209893 10.312166 11.215507 8.168042 9.500326 5.624545 TCGA-QK-A8ZB 68 0 NA 296 head and neck stage iva t4a n0 m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA NA 0 black or african american not hispanic or latino 403.15.0 1 4 NA NA 3 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.188725568 NA 10.293463947 1.583037624 9.491933043 10.442747496 9.328247665 15.722662593 8.110082875 7.902962927 5.944497727 7.944496556 -1.586839224 8.257036084 8.728264755 5.013028940 9.693305912 11.002532284 -0.001876724 3.998078133 8.949362465 5.689240445 11.547060081 5.670503298 10.916692495 10.248770935 10.405345405 -0.001876724 1.480058269 3.320008033 -0.586839224 14.331652368 4.716897637 11.587884847 9.551387008 7.168003134 12.788629823 4.295759753 0.413160776 1.872552996 10.085540576 10.182539857 -0.001876724 12.536589997 12.194543543 12.307932959 7.595509628 8.280394043 0.998051046 NA 1.872552996 1.583037624 0.998051046 14.819817131 14.987879580 12.581395549 10.588664702 13.029376840 0.413160776 -0.001876724 3.583037624 13.149252823 3.413120146 9.527508284 10.235287637 1.413106603 18.774427181 10.194884746 -1.586839224 6.960010044 1.998087162 12.013144227 7.346806232 10.407468644 7.123921699 4.920907792 11.090394379 9.559047403 12.045224318 10.220067504 10.856317750 3.936675625 8.406053605 10.966024401 -1.586839224 -0.001876724 9.388963125 9.182126399 6.835180056 3.113550488 -0.001876724 5.698518545 NA 11.154371501 7.435482750 12.721098612 9.385951461 10.186666568 1.583037624 2.426586809 12.923941150 5.181301365 9.470518156 12.198158899 10.267593966 10.572986558 1.220453786 8.255465326 8.758520386 12.266132261 8.434095249 12.061248049 2.998069104 11.663413605 1.220453786 7.367311651 -0.43604000 -0.45104000 0.03340800 0.06436800 0.02034300 0.02034300 0.02496900 0.02496900 1.18940000 0.43463000 0.44054000 -0.43799000 -0.43799000 -0.43799000 -0.48096000 0.00000000 0.00000000 0.01251600 -0.02466100 -0.08346500 0.02132300 0.00569190 0.01042400 0.65811000 0.02454800 -0.43011000 0.01391100 -0.00083160 -0.09181600 -0.03095000 -0.42680000 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-0.438 -0.438 -0.102 -0.102 10.4344422 0.9980510 9.1236290 3.8393751 12.3774561 12.2980355 11.2380739 11.5407872 10.0273649 9.1629847 10.9023510 11.9123382 7.5111470 10.9231375 12.5489046 10.9952572 4.8565575 12.0452243 8.3570949 10.2200675 9.8346540 10.6625250 11.0978638 12.5949950 11.8480040 9.0855404 -0.5868392 1.4131066 9.1779868 11.4997490 10.063718 11.518860 12.518205 1.998087 11.276334 9.772865 13.943274 8.483236 6.796820 9.681072 9.153739 12.650997 8.581537 8.914952 10.511799 9.177157 9.693306 10.443782 7.940592 10.463644 10.085541 2.413107 10.532056 10.588665 5.233294 7.130792 3.113550 9.790868 -1.586839 8.578022 10.682826 10.220068 10.856318 10.465344 10.966024 11.512956 1.583038 8.285020 7.617099 9.905469 9.439639 4.521641 11.154372 11.917686 10.186667 12.266522 10.479204 10.848785 8.904968 9.470518 7.334956 9.796819 10.377095 2.113567 4.500579 8.103113 9.398530 9.541110 9.964823 8.281938 9.881230 5.027826 TCGA-QK-AA3J 69 0 NA 297 head and neck stage i t1 n0 m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma basaloid type yes NA NA NA black or african american not hispanic or latino 403.15.0 2 2 NA NA 2 4 1 1 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.26654670 NA 11.79198028 0.71501475 10.05532637 10.28564577 9.33488421 16.11805644 5.99301535 7.93419979 6.22599209 8.65519796 1.20044158 9.64872176 9.24016046 1.20044158 3.29999190 11.16170091 -1.60691334 2.85253825 4.75065474 2.20047297 11.76474353 -1.60691334 10.47092014 10.96153420 11.07894681 NA 2.30000655 2.20047297 -0.60691334 13.59495890 4.37038053 11.45210937 6.98929231 4.52238851 12.97253681 3.03696042 NA 2.78542500 13.11420220 8.95152369 0.39308666 12.00516518 7.89490020 12.96289929 7.70371605 5.91666533 3.39310039 NA -0.60691334 1.39308666 2.09352637 15.15026966 15.58778927 12.63165702 9.95391342 12.31103445 2.09352637 3.91666772 3.39310039 12.95271908 2.64103730 9.89990640 11.67633609 3.91226663 17.88876288 10.64931169 NA 7.58539600 0.39308666 11.89717711 3.25108280 9.90139293 5.51204354 2.09352637 10.09743896 10.26346769 13.14946908 10.81016431 11.91764470 NA 8.83915244 10.45109476 2.20047297 NA 9.33708285 8.83500979 3.48056242 1.85251827 NA 7.50944724 -1.60691334 10.25224947 8.17446285 12.15226301 8.85679090 11.48040010 4.69688409 3.96174370 12.69188159 2.85253825 9.93403019 10.11462952 9.64181929 9.76160940 3.71502574 11.45329229 8.14464703 11.50717066 8.11932142 12.55384108 NA 9.95056669 -0.02195084 3.64102573 -0.0253460 -0.0253460 0.7317000 0.7425200 0.0068426 0.0068426 -0.7349500 1.9795000 0.8429700 -0.0047982 0.0023581 -0.7285300 -0.7390500 -0.7499400 0.0020805 -0.7366100 2.1179000 0.0069435 -0.0052496 0.0034967 0.0160060 0.7856200 -0.0448960 0.0469480 0.0569400 2.2094000 0.0248290 -0.0054894 -0.1449000 0.0015255 0.0015255 0.6771500 -0.0253460 -0.0253460 -0.0191770 -0.7196000 -0.7225500 -0.7199500 -0.7199500 -0.7388800 0.0227250 0.0227250 0.0098669 -0.7462900 -0.7462900 -0.7462900 0.0283410 1.9795000 -0.7516700 -1.2929000 -1.2929000 0.0122260 -0.0134020 -0.0018544 0.0239460 -0.7410000 -0.7469800 0.0275920 -0.0049844 0.0034967 -0.7504600 0.0157270 0.0065262 0.0472730 0.0472730 -0.0448960 -0.0283550 -0.7365200 -0.7559900 -0.0930060 0.5484100 -0.7476000 -0.1162600 -0.1162600 -0.1449000 0.000 0.000 -0.737 -0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 -0.748 0.000 0.647 0.000 -0.720 0.000 -0.716 0.000 -0.004 -0.746 0.000 0.000 -0.741 3.657 -0.634 -0.634 -0.729 0.000 -0.145 -0.145 0.000 0.000 -0.737 -0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 -0.748 0.000 0.647 0.000 -0.720 0.000 -0.716 0.000 -0.004 -0.746 0.000 0.000 -0.741 3.657 -0.634 -0.634 -0.729 0.000 -0.145 -0.145 11.28981384 -1.60691334 10.65696778 4.12102369 11.89692874 10.35381816 11.13288358 12.63098515 8.34729936 9.66748113 10.48486890 12.03334794 8.09354275 10.78327198 12.62297328 11.28773131 4.48733842 13.14946908 8.73183933 10.81016431 10.71700221 10.62762106 11.98707762 12.32954679 12.84630933 12.17087202 -0.02195084 1.97804916 9.98789411 11.43886269 11.2715371 12.1711801 12.2505009 -0.6069133 11.9269194 10.7426607 14.9690111 8.4320219 7.3959179 9.0831009 9.2283639 12.5569099 9.9881879 8.6303130 9.2084782 8.8391524 3.2999919 11.5133409 8.9686423 8.7451466 13.1142022 2.0935264 10.4927795 9.9539134 7.4884997 6.8484302 0.9780492 8.6267228 -1.6069133 9.3603292 9.4963908 10.8101643 11.9176447 10.9660401 10.4510948 10.6917384 -1.6069133 3.2004573 8.1244222 9.5982854 7.5829278 3.3472971 10.2522495 11.2291534 11.4804001 12.8369531 10.4446518 9.9371014 9.3022462 9.9340302 8.3617697 10.4904768 10.0918077 1.7150147 0.2209490 10.6177077 9.1105825 10.3642872 9.6779271 8.6207191 11.0337999 5.7854198 TCGA-QK-AA3K 60 0 NA 253 head and neck stage iva t3 n2b mx 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA NA 4 black or african american not hispanic or latino 403.15.0 2 1 NA NA 2 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2797490 1.0820894 10.2678242 4.9565911 8.6519784 10.6974459 8.9483713 16.1294171 6.8980402 8.0555807 7.5139684 7.3363637 NA 9.0324356 9.5305833 2.8190959 6.0670148 10.1155457 NA NA 9.8458885 7.1976001 10.4622230 2.8190959 10.1173801 9.9678191 10.2915762 NA NA 4.9565911 NA 11.7111758 5.8190882 9.8991064 8.9442435 8.2419941 10.8596520 3.8190857 NA 3.8894735 11.9328305 9.1976001 NA 7.1265166 3.7810869 11.3980270 7.1695853 7.3980271 NA NA 3.7450867 1.0820894 1.4971780 16.2019265 16.0483178 12.8694812 10.5786437 12.2501680 -0.5028731 NA 2.8190959 13.4393998 5.3300492 8.7355648 10.5679521 2.0821235 14.6893760 10.8819440 6.4629439 6.4040516 4.1410158 11.0192513 5.6670860 10.5531205 6.6570311 7.0207222 11.9401037 10.8291968 10.6894530 11.5537979 10.9197506 6.1695863 8.8700253 10.6968325 1.0820894 NA 8.3237087 10.2562162 6.6570311 -0.5028731 NA 4.1410158 NA 10.8202150 -0.5028731 12.8968387 9.2868569 9.3268829 1.8190959 3.8922259 13.3306434 1.4971780 9.8735896 7.3489096 9.8231964 10.4578862 2.4971525 11.6135042 8.6082959 10.9960095 8.3141441 11.7262795 NA 5.3300492 -0.5028731 6.2520485 -0.1247300 -0.1021100 -0.1399600 1.8187000 0.0975420 0.0788490 0.4388500 -0.0313590 0.2560500 0.2560500 0.2560500 0.1001600 0.1001600 0.9894900 0.9312700 -0.1407700 3.6569000 -0.0015243 -0.0030463 -0.3841400 -0.4096500 0.0148880 0.4478000 0.0330840 0.0472680 -0.2212100 0.0807450 0.0295660 0.0111760 -0.0398480 0.0179630 0.0467850 -0.1247300 -0.6549100 -0.1225200 -0.1262900 -0.1475900 -0.1370400 -0.1370400 -0.4160900 -0.3842300 0.2613700 0.2468400 0.0951730 0.0951730 0.0682040 0.0778620 -0.0313590 -0.0313590 -0.4234500 -0.8364800 0.0496820 -0.1789100 -0.1789100 -0.1789100 -0.1990000 -0.1665000 -0.0615580 -0.3943100 -0.3943100 0.2674600 0.2897700 0.0000000 -0.0965720 -0.0902290 0.0072217 0.4520700 -0.3965300 -0.4486900 -0.2908400 0.2561500 -0.1588600 0.0228490 0.0228490 0.0173680 -0.179 -0.179 -0.139 -0.139 0.000 0.000 -0.394 0.290 0.000 -0.118 -0.118 0.000 0.441 0.000 -0.397 0.054 0.275 0.000 0.000 0.000 0.000 -0.159 0.000 -0.125 -0.125 -0.137 -0.137 -0.377 -0.377 1.819 1.819 0.000 0.000 0.000 0.000 -0.138 0.256 0.000 0.000 0.000 0.000 -0.179 -0.179 -0.139 -0.139 0.000 0.000 -0.394 0.290 0.000 -0.118 -0.118 0.000 0.441 0.000 -0.397 0.054 0.275 0.000 0.000 0.000 0.000 -0.159 0.000 -0.125 -0.125 -0.137 -0.137 -0.377 -0.377 1.819 1.819 0.000 0.000 0.000 0.000 -0.138 0.256 0.000 0.000 0.000 0.000 12.4665468 -0.5028731 10.6558520 4.9890118 11.0546239 9.4234563 NA 11.1633843 11.7894819 10.7790903 10.6004481 12.4950454 7.9769404 9.7975129 10.7715384 10.7586675 5.0068545 10.6894530 9.0877474 11.5537979 11.2612025 9.9012374 11.1410165 13.5937758 13.6212816 5.8190882 NA 2.8190959 10.2826127 9.7139061 10.5076883 12.3436301 11.5922275 2.3045110 10.6745798 11.1993329 13.1569276 8.7917809 6.9150129 8.8370104 8.7709559 11.3828566 9.1951529 8.9421752 10.2139797 9.9255205 6.0670148 10.2419941 8.9688355 8.1410163 11.9328305 3.7450867 10.4197446 10.5786437 5.1695843 7.1624961 2.0821235 8.7427130 0.4971269 8.6030688 10.7253777 11.5537979 10.9197506 10.6341513 10.6968325 10.7715384 3.5846258 NA 9.4055529 10.8808646 7.7211621 6.8190882 10.8202150 10.5558285 9.3268829 12.5925573 10.3919780 10.0546240 9.9678191 9.8735896 9.6290172 10.5892567 10.6167499 4.5846258 2.8190959 3.4040448 9.7528026 9.0108878 9.5429198 7.6004482 9.7662869 6.0670148 TCGA-RS-A6TO 82 1 387 272 head and neck stage iva t4 n2c m0 19-3-2015 female 2013 NA yes head and neck squamous cell carcinoma yes NA NA 4 white not hispanic or latino 355.26.0 4 3 NA NA 3 3 2 2 2 3 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 7 1 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 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 7 0 0 0 0 0 0 0 0 0 0 0 5 0 7 0 4 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4.960458e-06 1.977246e-06 10.8529976 -0.3219281 10.3706874 1.2630344 8.4528590 10.5022351 8.8777442 15.8934343 7.7708290 8.2172307 6.8479969 7.9164766 NA 9.2630344 8.9116916 0.6780719 9.1230868 9.8617073 1.6780719 1.2630344 11.7578900 3.3785116 10.7045953 3.2630344 9.8442350 9.7169909 10.2240017 -0.3219281 NA 2.6780719 -0.3219281 12.4138395 5.0000000 10.1917995 7.9212459 7.6780719 12.0778839 4.1375035 NA 3.5849625 12.5666249 8.7142455 -0.3219281 10.2152903 9.5371873 11.7004397 6.5849625 6.5360529 1.6780719 3.2630344 NA 4.3785116 3.6780719 14.8261083 15.5733885 12.5008817 11.0585330 12.4212233 1.2630344 NA 0.6780719 13.4846215 2.0000000 9.3487282 10.6445774 2.0000000 18.2799043 11.3685065 7.6380738 6.7333543 3.7655347 11.2826251 6.2172307 10.0465784 6.4724878 8.3327079 11.8259128 10.1739269 10.7420938 10.4262648 11.8259128 6.9068906 8.7279205 10.0367231 1.6780719 -0.3219281 8.4262648 8.1168638 5.8073549 2.0000000 NA 2.0000000 1.2630344 10.2016339 NA 12.7670257 9.4438055 9.8137812 -0.3219281 1.8318772 13.5787501 7.1858665 9.3074285 7.6438562 9.7121418 10.9571020 2.0000000 9.4610701 8.6780719 11.8951208 8.5266948 11.9553593 4.4854268 10.9342806 -0.3219281 8.2016339 0.173400 -0.064106 0.263260 0.219290 0.252930 0.252930 0.228080 0.228080 -0.099868 1.238400 1.244300 0.538010 0.538010 0.538010 0.538010 -0.067726 -0.067726 0.297870 0.297870 -0.081339 3.013100 -0.271820 0.622790 1.033700 -0.338830 -0.411680 0.052234 0.052234 0.097688 -0.056442 -0.056442 -0.056442 -0.101320 -1.015800 -0.064106 0.250910 0.250910 -0.078677 -0.078677 -0.086916 -0.090307 -0.090307 -0.090307 -0.072140 -0.078677 -0.092358 0.252930 0.228080 0.228080 -0.118950 0.538010 0.538010 -0.078068 -0.011749 0.000000 -0.067726 -0.067726 0.297870 -0.424850 -0.081339 0.225760 0.231860 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9.7468502 8.8703647 11.8783575 8.5351509 8.4429435 11.0223567 9.4195389 9.1230868 10.1137422 9.3750394 6.6438562 12.5666249 2.2630344 10.5492071 11.0585330 5.2016339 6.0000000 3.0000000 9.6639138 2.0000000 8.4561490 9.8703647 10.4262648 11.8259128 10.6794801 10.0367231 11.1674181 5.1043367 0.6780719 8.5422580 10.3854310 4.8073549 4.3219281 10.2016339 10.8278190 9.8137812 12.1040745 10.6752514 10.0606959 9.5834589 9.3074285 6.9164766 9.9909549 9.5545889 3.2630344 2.5479433 2.2630344 9.8105588 9.0810839 8.9378152 6.0179219 9.5125430 3.7655347 TCGA-RS-A6TP 58 0 NA 516 head and neck stage ii t2 n0 m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 10 1980 NA white not hispanic or latino 355.26.0 3 5 NA NA 2 3 1 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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10.4378449 9.6852399 11.9568167 10.8377102 10.3700312 9.1833349 11.8236677 3.3276874 10.4453309 10.2661647 5.8195405 6.3720815 5.3611121 8.9652183 0.6496614 9.7804438 10.0942167 12.8555313 11.4085053 10.4482497 11.5295054 11.8211680 4.0001172 NA 9.8249309 12.0247640 8.9867918 1.3276874 8.8334992 11.6181387 9.5340918 11.0842442 9.9276007 9.8615041 8.9769441 10.8246514 8.1763108 10.1806074 10.5178211 2.3276874 -1.6720827 6.4204453 9.4675909 10.1281833 9.7328293 7.8822768 9.2368308 5.2465525 TCGA-T2-A6X2 82 0 NA 987 head and neck stage iii t3 n0 mx 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 25 NA NA white not hispanic or latino 355.26.0 3 6 NA NA 3 3 1 2 2 2 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 7 1 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 6 0 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 6 0 4 0 0 0 4 0 0 0 7 1 0 0 0 4 0 0 4 0 0 1 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 1.068406e-05 3.434163e-06 9.3091205 -0.3329708 10.5565726 2.8369946 9.2120330 10.3145272 8.5466518 15.3768795 6.5859315 8.4744235 6.5497123 7.9054737 NA 9.9651313 9.3055046 2.2520220 4.4219571 11.6994588 NA NA 10.1778329 4.5250478 11.0679482 6.5125588 10.2641902 10.1016970 10.5724557 -0.3329708 NA 2.9889936 NA 13.9264442 5.0593856 11.1925895 8.2216577 5.5250509 10.6314095 0.6670292 NA 3.9149950 13.5870493 9.0572377 0.6670292 12.1084567 7.8820194 11.9072638 5.7114619 6.2964262 NA NA NA 1.2520523 1.6670746 15.6805000 16.1077830 12.3922219 11.3727011 12.6709379 NA NA 2.8369946 13.7961102 NA 8.8862374 11.0668806 4.2526352 19.7087212 10.9144028 NA 6.3252803 NA 11.6396896 4.5739622 10.4936172 -0.3329708 2.4744360 11.3949891 9.6894365 11.6112573 11.2743990 11.5799580 NA 8.4451457 10.7398712 NA 0.6670292 8.4582315 10.0046906 3.8369946 NA 4.1906307 4.4219571 -0.3329708 11.1713911 NA 13.5239805 10.5575154 10.6154359 4.1265021 3.8687065 13.5286403 7.7860095 10.4215220 10.1896503 10.0139481 11.4119025 1.2520523 9.4983759 8.8040597 10.0035753 8.9054734 12.2016148 0.6670292 11.6880486 NA 4.7963538 0.00402430 0.00248480 -0.01216200 -0.01188700 -0.00138580 -0.00138580 1.21990000 -0.01119800 -0.02219500 1.14270000 1.14810000 0.04996600 0.04755200 0.01502800 0.01502800 -0.00170460 -0.01019000 -0.00634010 0.00069327 -0.01986300 -0.02977600 0.00791750 0.01922300 0.44314000 0.41145000 0.02581200 0.01195800 0.01195800 0.06379500 0.01740400 0.00000000 -0.03080900 -0.00719670 -0.00719670 0.00485790 -0.01162500 -0.01162500 -0.02398300 -0.05192100 -0.01436600 -0.01436600 -0.01436600 -0.01958900 -0.01188700 -0.01188700 -0.01188700 -0.00537980 -0.00843850 -0.01364800 -0.05158600 -1.19250000 0.01502800 -0.00816240 -0.00816240 -0.00097017 -0.00263220 -0.01019000 0.00069327 -0.01849000 -0.01986300 -0.01217800 0.02146300 0.00257900 0.00152550 0.00152550 0.01922300 0.01922300 0.41563000 0.39891000 0.02581200 0.02581200 0.00610900 0.06379500 0.06379500 0.06379500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.220 0.000 0.000 1.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.220 0.000 0.000 1.126 0.000 0.000 0.000 0.000 10.796352 NA 9.112187 6.689436 11.541666 12.013236 9.048612 11.422791 9.509419 9.806620 10.257656 11.533188 9.160924 10.774286 11.893481 10.716917 5.500464 11.611257 8.945518 11.274399 10.279937 10.291864 10.788602 12.957466 12.580332 7.895887 NA 3.474423 9.344788 9.823152 10.8734726 11.7879545 10.4236250 0.6670292 11.4207033 11.2665167 14.4390708 9.8344869 7.3181207 9.1265003 8.6443488 12.1874418 8.3472524 8.0764597 10.2548463 8.5918813 4.4219571 10.4824520 8.9524710 5.7114619 13.5870493 2.2520220 10.5933647 11.3727011 6.4999591 5.3675074 NA 11.6357355 0.6670292 8.7331581 7.5312551 11.2743990 11.5799580 10.6190819 10.7398712 11.3000639 2.9889936 NA 8.5466518 10.6529107 4.4219571 3.6670633 11.1713911 11.0604592 10.6154359 12.4026247 10.2863717 9.7611465 9.1326352 10.4215220 6.8862367 10.9861763 9.8753030 2.2520220 NA 0.6670292 9.6339346 9.8850264 9.7169172 7.1508846 9.9810854 3.7545348 TCGA-TN-A7HI 56 0 NA 412 head and neck stage iva t2 n2b m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 16 1980 2 white not hispanic or latino 355.26.0 4 5 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.446271e-06 2.781291e-07 8.0934894 1.8791568 10.0603226 0.8791568 8.9317383 11.5564495 8.8128611 15.0709236 6.7371513 9.1668826 6.8903981 9.1079891 NA 7.3303818 11.2295571 1.8791568 12.7858731 11.0180821 NA -0.1207648 8.5621649 4.6865229 10.0812942 2.2011006 10.8966747 10.1211535 10.3599606 -0.1207648 -0.1207648 3.6865229 -0.1207648 11.1133890 5.3386027 8.8507138 6.8449543 5.4337607 8.7739881 6.8449543 -0.1207648 2.4641455 10.5639190 8.5691683 1.8791568 9.1389135 0.9902288 9.8521501 7.3629862 6.6865257 -0.1207648 2.4641455 0.8791568 3.9666335 2.8791764 14.8306372 15.4726767 13.1472737 12.0084533 12.1628375 NA 0.8791568 1.4641455 12.1694772 1.8791568 7.8391723 11.8517912 3.4641324 14.4169347 11.2055998 NA 6.4183300 1.4641455 10.2278984 3.9666335 11.2885613 0.8791568 8.7340386 12.8481970 10.3210770 11.2112069 12.3655026 10.0640456 1.8791568 9.5157950 9.9344528 -0.1207648 NA 6.9015379 8.4490260 6.9015379 3.0490905 NA 9.9666332 0.8791568 10.1199616 1.4641455 12.6863240 7.4596931 9.5230265 4.0490992 4.7999421 13.2177675 7.4105514 9.7830522 4.1270967 9.1341989 8.6104893 0.8791568 11.7537675 8.2010986 10.9646428 8.5302222 10.9499621 NA 8.0739273 NA 4.2011006 0.6330000 0.0155870 3.6569000 1.1709000 -0.0092666 -0.0092666 -0.0460410 -0.0460410 2.4457000 2.4457000 2.4466000 2.5074000 2.4064000 2.4134000 1.2400000 -0.0686080 -0.0444550 0.6819800 0.6819800 -0.0041546 -0.0139110 -0.0399370 0.0060990 -0.0600760 -0.0600760 0.6111600 1.8766000 1.8766000 0.3394000 -0.0247980 -0.0247980 -0.0247980 0.6560800 0.0155870 0.0155870 0.6682600 -0.0271240 -0.0271240 -0.0271240 -0.0733430 0.0058309 0.0058309 -0.0663860 -0.0143660 -0.0143660 -0.0226260 -0.0346660 -0.0460410 -0.0460410 2.2027000 2.4064000 1.2468000 0.6226000 0.6226000 0.6606900 -0.0338140 -0.0212350 0.6819800 -0.0389170 -0.0041546 0.6657200 0.6766000 -0.0399370 -0.0884000 -0.0884000 -0.0278080 0.0060990 -0.0600760 -0.0600760 0.6969000 0.6010600 0.5448800 0.3772900 0.3751200 0.3394000 0.623 0.623 0.000 0.000 0.682 0.682 0.000 0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 1.877 1.877 0.545 0.000 0.000 0.000 0.000 1.330 0.000 0.000 1.171 0.000 0.000 0.000 0.000 0.000 2.446 2.446 1.247 1.247 0.339 0.339 0.623 0.623 0.000 0.000 0.682 0.682 0.000 0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 1.877 1.877 0.545 0.000 0.000 0.000 0.000 1.330 0.000 0.000 1.171 0.000 0.000 0.000 0.000 0.000 2.446 2.446 1.247 1.247 0.339 0.339 10.7987786 -0.1207648 9.7251307 4.0490992 8.6307145 6.7120606 8.2100873 10.7800372 13.0061974 10.8084287 11.1564577 9.3948702 7.4183291 9.8889989 9.6407216 10.8728164 4.0224033 11.2112069 12.2536665 12.3655026 10.9125934 9.2323171 11.1903510 14.7312311 13.7535754 13.9502136 1.8791568 3.7860631 9.4975559 10.8158083 10.3498292 11.9811460 11.0200001 2.4641455 10.2938556 11.1726420 14.2772433 9.1714921 8.3750255 9.5865295 7.8039825 12.7340387 9.5073243 9.9811460 10.4086008 10.8024978 12.7858731 8.9850788 10.8671449 10.4461757 10.5639190 5.5796086 9.1943198 12.0084533 5.6340588 8.7890634 2.2011006 8.5157948 2.4641455 7.8216847 10.6678887 12.3655026 10.0640456 9.6881345 9.9344528 10.4901951 2.4641455 -0.1207648 7.7155996 9.1294688 10.0565899 3.3385956 10.1199616 10.0640456 9.5230265 13.7854033 10.8514322 9.7815454 7.7371513 9.7830522 9.4125000 11.1318357 8.7464492 5.8333658 2.4641455 8.4337590 10.6330389 8.9559861 8.0788425 8.5515956 9.3968398 3.8791666 TCGA-TN-A7HJ 51 0 NA 403 head and neck stage iva t4a n2b m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes NA NA 4 white not hispanic or latino 355.26.0 1 3 NA NA 3 3 1 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 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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-0.6009930 8.7410914 10.4576850 5.5689411 4.8252819 3.8584486 7.0643526 NA 10.3834352 1.3990070 13.4919390 10.0793234 10.8455831 5.0994551 1.9743458 13.3339975 1.7209351 9.6249833 9.7945509 10.0805537 9.9583938 1.9839695 9.5973636 8.5689419 11.4586991 8.9068112 11.5366483 0.9839695 11.3047797 0.3990070 6.0283724 0.0213230 -0.0117490 0.2077900 0.0404680 0.3165900 -0.0932710 0.4578600 -0.0278080 0.5058500 0.2185200 0.4006100 -0.0076101 -0.0076101 1.1031000 -0.0186250 -0.1089300 0.0091705 0.0497310 0.0497310 0.3009000 0.2039600 0.3861800 -0.0329250 -0.2293200 -0.2293200 -0.0498300 0.3419300 0.3419300 0.4777000 -0.0484780 0.0628860 0.2097800 0.0213230 -0.0117490 -0.0117490 -0.2314100 -0.2314100 -0.2277300 -0.4698200 -0.1354900 -0.0027707 -0.0027707 -0.7002800 0.1902600 0.1902600 -0.2761900 0.4272100 -0.0278080 -0.2454500 -0.2416800 0.0276380 -0.0920810 -0.2311600 -0.2311600 -0.2311600 -0.1089300 -0.2397300 0.0497310 -0.4741600 0.3009000 0.0000000 0.0000000 0.3861800 -0.1643400 -0.1643400 0.0379370 -0.0239580 -0.2293200 -0.2422900 -0.0498300 0.3984500 -0.0109220 -0.2129300 -0.2129300 -0.2378900 -0.231 -0.231 -0.109 0.000 0.000 0.000 0.000 0.000 0.386 -0.164 -0.164 0.000 0.000 -0.229 -0.229 0.000 0.398 0.000 0.147 0.342 0.342 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 0.190 0.190 0.317 0.000 0.458 0.458 -0.023 0.219 0.000 0.000 -0.213 -0.213 -0.231 -0.231 -0.109 0.000 0.000 0.000 0.000 0.000 0.386 -0.164 -0.164 0.000 0.000 -0.229 -0.229 0.000 0.398 0.000 0.147 0.342 0.342 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 0.190 0.190 0.317 0.000 0.458 0.458 -0.023 0.219 0.000 0.000 -0.213 -0.213 10.512108 -0.600993 8.744976 4.684420 10.873737 11.384140 11.946152 12.007734 7.533443 9.835728 11.481831 11.283187 8.497049 10.683262 11.478168 10.931860 5.689405 12.575787 9.073209 10.676304 10.502960 10.033828 11.256998 13.793641 12.568785 10.242153 0.399007 2.720935 9.241367 10.353940 11.662873 12.048048 12.150352 1.399007 11.165960 10.940597 15.261530 9.418607 6.421385 8.123531 8.563923 12.080035 9.717198 8.784879 10.438621 9.263203 5.013726 11.100323 9.066128 8.736639 10.512108 2.568932 10.227153 11.522168 5.486479 7.140483 2.206362 9.932346 NA 8.630238 8.789186 10.676304 11.573006 10.530231 10.720381 11.140062 NA NA 8.311906 10.293076 8.157240 3.305912 10.383435 11.304028 10.845583 12.680077 10.795622 10.399721 8.370560 9.624983 7.558888 10.611513 9.719817 4.443408 -0.600993 9.623018 8.796413 9.774056 9.902842 7.219196 9.953606 5.808408 TCGA-TN-A7HL 59 0 NA 416 head and neck stage iva t3 n2b m0 19-3-2015 male 2013 NA yes head and neck squamous cell carcinoma yes 10 1993 3 white not hispanic or latino 355.26.0 3 5 NA NA 2 4 1 3 5 2 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 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 7 0 0 4 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 6 7 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 4 0 7 1 0 4 0 0 0 4 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 4 0 0 6 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 1 0 4 0 0 4 0 7 4 4 0 0 0 0 0 0 0 4 0 0 0 0 0 4 1.755239e-05 6.729573e-06 9.49109669 NA 10.63869646 -0.97143085 8.65612843 10.87917198 8.01727890 16.48988998 6.15787642 9.00444240 6.99437833 9.27057753 NA 9.43586212 9.32894706 5.65795149 12.90511134 10.11340281 NA NA 4.45486022 8.25741330 10.75906451 0.02856915 10.70851429 10.22273562 10.78097505 0.02856915 1.35049725 2.02860451 -0.97143085 12.81670095 3.93548804 9.67605280 7.84557786 4.67244797 11.38916716 0.61353165 NA 0.02856915 10.52594729 8.34600704 4.48802649 12.24867038 1.02856915 11.66974299 4.70102223 7.03982163 0.61353165 NA -0.97143085 4.48802649 1.61357880 15.34796664 16.01565474 13.05598209 11.49032960 11.78034767 NA -0.97143085 0.61353165 12.33151886 1.61357880 8.31861330 12.72545328 7.11122228 18.59484544 12.39053818 0.02856915 6.92946082 1.02856915 10.81282028 4.93548332 11.00551648 2.61355523 2.19852558 11.21222977 9.94148372 12.53353502 10.68009461 10.36565875 0.02856915 9.03842301 10.97550065 -0.97143085 -0.97143085 8.23804784 9.22581115 4.19851773 2.61355523 -0.97143085 8.03421902 NA 11.20912519 7.39491623 13.12448587 8.45699625 9.52345003 2.93547861 6.21673810 13.42339201 5.07298899 10.62804239 5.13711821 9.94280008 9.05650035 -0.97143085 11.05857173 8.73249783 10.82706621 8.53638905 12.43213907 -0.97143085 12.58964363 1.02856915 4.86148398 0.00299210 0.00299210 0.45983000 0.00049455 0.00271440 0.00271440 0.00265480 0.00265480 0.00000000 0.00000000 0.00271440 2.91280000 0.87838000 -0.00573560 -0.00573560 -0.00877440 -0.00877440 -0.00213830 -0.00213830 -0.44837000 -0.44837000 -0.00711740 -0.02047200 0.00424200 0.00424200 0.39406000 0.44707000 -0.01978600 -0.02006000 -0.01243400 0.00243680 0.00243680 0.00299210 0.00299210 0.00299210 -0.01386600 -0.01386600 -0.01386600 0.00104930 -0.00310750 0.00785720 0.00785720 0.00785720 0.00049455 0.00049455 0.00049455 0.00271440 0.00265480 -0.48086000 0.00000000 -0.00573560 -0.00573560 -0.00836060 -0.00836060 -0.00255370 -0.00877440 -0.46434000 -0.00213830 -0.46455000 -0.44837000 0.56749000 -0.01662600 -0.00711740 -0.01208400 -0.04682900 -0.02047200 -0.02047200 0.44436000 0.44436000 0.39406000 -0.03469000 0.45353000 -0.02006000 -0.02006000 -0.02006000 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 -0.464 0.000 0.000 0.000 -0.464 0.000 0.000 0.440 0.394 0.000 0.000 0.000 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 -0.464 0.000 0.000 0.000 -0.464 0.000 0.000 0.440 0.394 0.000 0.000 0.000 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2658043 NA 9.4525823 8.0115879 8.0229481 8.6377363 10.2747412 11.0236548 7.9294614 10.5428153 10.8681919 9.4870011 10.3651010 9.9856964 11.5572927 10.5970256 5.1356539 12.5335350 9.6579510 10.6800946 9.7826467 9.6229190 11.3905382 14.1821923 13.0897124 9.4496072 -0.9714308 4.3861488 8.5927441 9.5373796 10.42305707 11.99618093 12.72719056 1.02856915 10.62291901 11.46009200 14.82531619 7.65795077 8.59464857 8.52444925 8.10540989 13.34140646 8.19302359 9.54034699 10.89006907 10.95192191 12.90511134 9.55509371 9.54232190 9.45276076 10.52594729 4.23804545 8.98569652 11.49032960 6.41229885 7.89587333 0.61353165 10.34317761 -0.97143085 7.90511138 9.24048273 10.68009461 10.36565875 10.40200338 10.97550065 10.82544523 -0.97143085 0.02856915 9.08793880 9.96007059 10.19663962 2.93547861 11.20912519 10.11340281 9.52345003 13.48090000 11.61871356 10.15787743 8.97987901 10.62804239 7.63222095 11.70146168 9.41716074 6.07298899 1.61357880 11.78139316 11.57961529 9.50128527 7.78348219 7.88034330 9.55997584 4.35052553 TCGA-UF-A718 62 0 NA 1326 head and neck stage iva t4a n0 m0 19-3-2015 male 2009 NA NA head and neck squamous cell carcinoma yes 50 1959 0 white NA 355.26.0 1 1 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 1.585336e-06 4.171937e-07 9.2469660 NA 11.3298277 1.1135672 9.3519717 10.1914508 8.9426552 15.6779784 6.4063479 8.5431830 6.2428502 8.2612807 -1.2082276 9.0312375 8.8469214 4.9001616 9.0431214 10.9625028 -1.2082276 2.8790980 10.4689180 6.4498502 11.1144120 1.3766238 10.7356187 10.3156908 10.5573393 -1.2082276 -0.2083943 6.4640638 -1.2082276 14.5352373 5.2010300 10.8053104 8.1113110 6.6558255 12.9512737 2.9615678 NA 3.9615678 10.8949266 10.2969542 1.7916474 12.7076115 8.8703900 11.8105344 7.8387627 6.3766012 0.3766238 -0.2083943 NA 1.5989845 1.1135672 16.0675981 16.0761074 12.1877084 9.8153932 12.6868354 NA NA 4.1491943 13.6100712 1.5989845 9.2934760 11.2472229 2.1135672 19.0178840 10.7955080 NA 6.2834922 1.9615492 11.4708990 3.8360352 11.0059580 8.0395661 5.5860561 11.2832414 9.9590569 12.8456495 12.1820765 11.1033872 NA 8.4026638 10.9989582 2.1135672 5.1135672 9.0383794 9.9515101 6.8305583 4.5195608 7.3033917 7.7400060 1.1135672 9.5506948 NA 12.6440708 9.7605648 10.3562647 5.0770421 3.9026718 12.8269534 8.4675958 10.3096231 13.7964737 10.4361846 9.1146937 NA 9.0083846 8.7958591 11.6261099 7.4711192 11.3510159 -1.2082276 10.0982702 1.1135672 4.0395683 -0.0201380 -0.0201380 0.4520700 0.0000000 0.0023581 0.0023581 0.0114000 0.0114000 -0.0620920 0.8207900 0.8207900 -0.4473900 -0.4473900 -0.0018014 0.0086135 -0.4474200 0.4452800 0.0000000 -0.0038146 -0.4520100 -0.4520100 -0.3781100 -0.0178030 0.0030522 0.0030522 0.3667400 0.0093098 0.0093098 -0.0510460 0.4309200 -0.4444800 0.4513900 -0.0201380 -0.0201380 -0.0308130 -0.4463100 -0.4515800 -0.4515800 -0.4542600 0.0069435 0.0069435 0.0069435 -0.4539400 0.0000000 0.0000000 0.0000000 0.0023581 0.0114000 -0.4545800 -0.0620920 -0.4473900 -0.4517900 -0.4501000 -0.4488900 -0.8111200 -0.4651600 0.4452800 -0.0038146 -0.4520100 -0.4520100 -0.0102720 0.8978800 -0.3781100 0.0127950 0.0127950 -0.0178030 -0.0178030 0.0030522 0.0030522 -0.5232800 -0.0290380 0.0132130 -0.0429240 -0.0581330 -0.0645560 -0.449 -0.449 -0.438 0.445 0.000 0.000 -0.452 0.000 -0.378 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.821 -0.446 0.000 0.000 0.000 -0.449 -0.449 -0.438 0.445 0.000 0.000 -0.452 0.000 -0.378 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.821 -0.446 0.000 0.000 0.000 10.977753 NA 9.714164 6.104521 11.258990 12.531593 11.546318 11.439996 9.937571 9.728277 10.645728 11.022260 7.242850 10.655438 12.063394 10.285994 4.348679 12.845650 8.658918 12.182077 10.686078 10.510172 11.194118 12.759116 12.383395 9.348145 1.113567 1.598984 9.540670 9.842848 10.9327880 12.9004899 12.3004240 3.1839628 11.7144090 10.2047378 14.7768553 10.5985911 7.8442067 9.9640663 9.0156406 13.0294463 8.5503616 9.1270291 9.7710569 9.3093083 9.0431214 10.4998605 8.0059580 8.6386962 10.8949266 4.9209221 10.5165790 9.8153932 6.4711192 7.8278127 1.5989845 10.0994088 -0.2083943 8.8949266 9.6917508 12.1820765 11.1033872 9.8870358 10.9989582 10.4017408 0.3766238 3.7458397 7.4415059 10.2376882 8.6449483 4.7458343 9.5506948 11.6165975 10.3562647 13.1399520 11.0657257 10.9186659 8.8167782 10.3096231 9.2924806 9.8737878 10.0029188 4.2834922 2.5989845 6.2834922 9.7641592 8.9640665 10.1253533 7.9286297 9.5705373 4.8140069 TCGA-UF-A719 54 0 NA 1663 head and neck stage ii t2 n0 m0 19-3-2015 male 2009 NA yes head and neck squamous cell carcinoma yes NA NA 0 NA NA 355.26.0 2 2 NA NA 2 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 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-1.55979192 1.24762376 3.02522374 12.38442646 -0.55979192 9.26681207 11.34131889 2.14071323 17.45034351 9.10559951 8.01201605 6.79341083 -1.55979192 11.96161855 4.89969286 10.36098849 5.75314720 -1.55979192 10.44799155 9.52108098 13.63279941 10.22162325 10.85917018 1.24762376 8.76106416 10.77537464 NA NA 9.24922773 8.63132259 3.34715538 0.02517058 NA 8.35165527 NA 8.71172650 7.93011164 11.84100953 9.17963918 10.88837979 1.61018033 1.89967836 12.84320891 0.44031440 9.85917026 9.99293253 10.15113873 7.48738746 1.02524146 10.95275704 8.21175302 10.66938266 8.74973973 12.22796202 1.02524146 11.17476144 NA 5.52772721 0.436360 0.436360 0.252690 0.062546 0.383410 -0.038406 -0.474450 0.466570 0.156040 0.156040 0.156040 -0.469370 -0.469370 -0.469480 -0.469480 -0.462560 0.196380 -0.096010 -0.268700 3.656900 0.239890 0.041354 0.226420 1.299200 -0.443590 -0.515760 -0.317520 -0.385230 0.341650 0.001562 -0.461580 0.410100 0.436360 0.436360 0.436360 -0.473500 -0.469160 -0.469160 -0.469160 0.010600 -0.222040 -0.222040 0.204770 -0.456800 -0.456800 -0.475720 0.360710 0.466570 0.457050 0.156040 -1.292900 -0.469480 0.010617 0.285840 -0.944500 -0.462560 -0.298600 -0.324000 -0.480570 -0.668520 -0.532330 0.403820 -0.313040 -0.150640 -0.150640 0.478090 -0.307070 -0.443590 -0.443590 -0.515760 -0.504080 0.010322 -0.593090 -0.593090 0.341650 0.000 0.000 -0.332 0.130 -0.269 -0.269 0.311 0.000 0.000 -0.151 -0.151 0.474 0.000 1.241 0.797 -0.504 -0.504 0.497 0.497 -0.318 -0.318 0.000 0.255 0.000 0.436 -0.215 0.254 0.000 0.000 0.000 0.000 0.361 0.213 -0.474 0.467 0.156 0.156 -0.469 -0.469 -0.509 0.342 0.000 0.000 -0.332 0.130 -0.269 -0.269 0.311 0.000 0.000 -0.151 -0.151 0.474 0.000 1.241 0.797 -0.504 -0.504 0.497 0.497 -0.318 -0.318 0.000 0.255 0.000 0.436 -0.215 0.254 0.000 0.000 0.000 0.000 0.361 0.213 -0.474 0.467 0.156 0.156 -0.469 -0.469 -0.509 0.342 9.798365 -1.559792 9.549088 5.874893 11.670734 10.482573 11.619706 12.594211 7.612691 9.496224 12.731218 11.115559 7.388630 10.839274 10.902766 11.189923 5.075148 13.632799 8.893534 10.221623 10.442023 10.320995 10.332427 12.093050 12.096018 11.397366 NA 2.247624 9.072350 10.607682 11.2407590 12.3668374 10.2367087 0.4403144 11.6609441 11.7738382 13.4732541 9.4493922 8.5887401 9.0289782 9.6026549 10.6285432 9.8182493 8.7565450 9.8649547 8.3183146 3.1951586 11.2925979 10.5310375 6.4402629 12.3355547 0.4403144 10.4257497 9.4402635 5.9871571 4.8496541 0.4403144 8.8022071 -1.5597919 9.1976534 7.6881909 10.2216232 10.8591702 10.2508351 10.7753746 11.4716201 4.4846602 0.4403144 7.8555618 9.0034597 6.8065857 4.8496541 8.7117265 10.4296580 10.8883798 11.5912800 11.0659723 10.8027553 8.2826140 9.8591703 7.7508764 9.8120401 8.9735932 -1.5597919 2.0252415 10.0181643 9.4216666 9.7845594 9.7989147 7.5277264 10.1951510 3.6497189 TCGA-UF-A71A 67 1 86 NA head and neck stage iva t4a n2c m0 19-3-2015 male 2009 NA yes head and neck squamous cell carcinoma yes NA NA 9 white NA 355.26.0 2 4 NA NA 1 1 1 1 1 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 4 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4.477879e-06 1.696588e-06 10.5250644 NA 10.7084584 2.6419852 9.6524130 10.5406942 9.0513756 13.7149787 9.3001963 7.2899571 6.5828224 8.0658512 2.7415101 9.1084254 9.6564039 4.5895178 2.7415101 10.5467269 NA 0.4195389 11.2817131 7.4892659 10.9310156 -1.1655315 10.2210313 10.1649866 9.7786097 1.8346303 NA 3.7888214 NA 13.6345691 5.1200325 11.3908964 7.6516136 7.9664870 10.1055092 3.6419852 0.4195389 2.2940472 11.9952892 7.9945011 NA 12.0332284 7.3030501 11.4082771 7.8289831 3.4195928 2.6419852 -0.1653697 -1.1655315 1.6419621 NA 12.8827761 12.8731100 12.5863559 10.3159248 12.2602392 NA -1.1655315 2.2940472 13.3251674 2.5350576 8.7157438 11.3647923 -1.1655315 17.5060016 9.7534931 NA 7.1154006 3.4784800 12.0940789 2.4195928 10.2619427 7.9273869 4.4493369 11.6822745 10.9932396 13.3376431 11.4111142 10.3133995 -1.1655315 8.6516136 10.8776571 -1.1655315 NA 10.1292507 9.0293866 7.3144101 3.5350700 -0.1653697 9.4438086 0.8346303 10.6233482 6.8680533 12.0465182 8.8156263 9.4520973 5.0825578 1.2514464 12.9027363 5.7653677 10.4508341 6.2269477 10.8316011 9.7527478 1.4195928 9.2682154 9.0801825 11.5651000 8.4892659 10.6663329 0.8346303 9.2713414 2.1565584 4.3892157 0.482840 0.436990 2.256900 1.309900 -0.061689 -0.061689 0.457510 1.312900 -0.489000 0.427210 0.469980 -0.411020 -0.411020 -0.402960 -0.027847 -0.372000 -0.372000 0.462290 0.841400 -0.119180 -0.053071 0.021744 0.488020 3.656900 0.055088 -0.520920 1.409100 0.730000 0.564900 -0.438860 -0.838650 0.015866 -0.033132 -0.982730 -0.524300 -0.405950 -0.372770 -0.382130 -0.382130 -0.960130 -0.048748 -0.048748 -0.083200 -0.477860 -0.477860 -0.061867 -0.103140 1.403500 0.746030 -0.539970 -1.292900 -0.402960 -0.230550 -0.230550 0.036935 -0.399300 -0.300280 0.497530 -0.215520 -0.194020 0.465760 0.569340 0.014749 -0.473950 -0.473950 0.010351 0.041458 0.055088 0.056655 -0.520920 0.810250 -0.460890 -0.075548 -0.075548 -0.015191 -0.231 0.000 -0.366 -0.366 0.462 0.462 -0.194 0.532 0.000 0.000 0.000 0.000 0.000 0.815 0.000 0.378 0.378 -0.380 -0.380 1.409 0.000 -0.461 1.575 0.535 0.535 -0.406 0.625 -0.486 0.000 1.310 0.000 0.000 0.000 0.000 0.795 -0.062 0.427 -0.403 0.000 0.000 0.000 -0.231 0.000 -0.366 -0.366 0.462 0.462 -0.194 0.532 0.000 0.000 0.000 0.000 0.000 0.815 0.000 0.378 0.378 -0.380 -0.380 1.409 0.000 -0.461 1.575 0.535 0.535 -0.406 0.625 -0.486 0.000 1.310 0.000 0.000 0.000 0.000 0.795 -0.062 0.427 -0.403 0.000 0.000 0.000 10.816910 NA 9.993271 6.548876 9.861845 10.437765 10.236043 12.817178 9.995132 9.300196 13.807116 11.579043 7.019505 10.935949 10.646406 11.103172 5.729327 13.337643 9.934635 11.411114 10.374758 10.126952 10.672258 13.765084 12.770440 12.414299 -1.165531 3.226940 8.991977 9.428955 10.0281553 12.6371462 11.3040173 0.8346303 10.0446923 10.2593211 13.3726339 9.0070573 8.2940615 9.1258006 8.9154474 11.9194383 9.2341962 8.4585112 10.0670508 10.2739414 2.7415101 10.1423999 10.0330750 5.3737874 11.9952892 3.9639087 10.8036566 10.3159248 6.6094166 2.5350576 6.1292500 9.4438086 -1.1655315 8.6816871 10.6902771 11.4111142 10.3133995 9.6476093 10.8776571 10.6734398 2.7415101 3.2269400 8.2940615 11.4451934 2.7415101 4.2608913 10.6233482 11.4658069 9.4520973 12.3032539 10.4874749 10.4470377 8.8528300 10.4508341 7.8458570 9.7233731 9.9780131 2.0045373 -1.1655315 7.4308197 8.8514383 8.4289543 9.2827463 6.6801204 9.9114455 5.5211293 TCGA-UF-A71B 50 0 NA 1319 head and neck stage iva t4 n0 m0 19-3-2015 male 2010 NA yes head and neck squamous cell carcinoma yes 30 1970 0 white NA 355.26.0 2 2 NA NA 2 2 1 2 3 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 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16.9268190 10.3682433 NA 6.1178280 0.7720546 12.2934905 5.7262509 10.5996609 7.4632154 3.7106577 10.6577499 10.9086176 12.6404132 10.8648108 11.1478171 NA 8.8381428 10.3221590 NA NA 8.7223666 9.2598936 5.2745524 0.7720546 1.5090370 5.6789451 -0.8129924 10.5810178 7.5446430 12.7477822 9.0108086 11.0890893 1.1870709 3.6093295 12.9321351 5.4538764 9.4496676 8.2956156 10.2721386 10.4544630 2.1871026 10.3595186 8.2956156 10.9988672 7.7907173 10.9306633 NA 10.1693717 1.9944349 4.0939826 0.0164990 0.1728700 0.5659600 0.5364300 -0.0615550 -0.0615550 0.0253900 0.0253900 0.0762790 0.0762790 0.6091900 -0.5066000 -0.5066000 -0.4930800 -0.0550110 -0.1724600 1.0447000 0.5283600 0.0079175 0.0000000 -0.0463120 -0.0798750 -0.0116110 -0.0407520 2.0011000 -0.0606140 0.0075000 0.0075000 0.5519500 0.0214630 0.0276380 0.9271600 0.0164990 0.1728700 0.2022800 -0.5005800 -0.5005800 -0.4952700 -0.4952700 -0.5025600 0.0548150 0.0548150 0.0435820 -0.4965300 -0.4965300 -0.4965300 -0.0584620 0.0253900 0.0150280 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10.4385736 9.8586322 10.4362045 13.3774729 12.8666811 10.8875308 -0.8129924 NA 9.2811687 10.0954837 10.8810136 12.3084627 12.0674399 -0.8129924 11.0337568 11.5525934 14.8170996 9.6638374 7.0450716 8.8683296 8.7814158 11.7201774 9.6578618 8.7531452 10.6091454 8.8470871 4.3163775 10.4497733 9.0849364 9.4338316 13.0997934 2.7720546 10.2758794 10.7967316 6.8595162 7.6909171 5.0450716 9.2639067 NA 9.2011116 9.3916623 10.8648108 11.1478171 10.9209539 10.3221590 11.2572120 4.8875301 NA 7.3719665 9.4290742 8.7126119 3.7106577 10.5810178 11.5561431 11.0890893 12.7558785 10.6501045 10.0056732 9.0168139 9.4496676 8.5180079 10.6978553 9.8683295 2.1871026 2.1871026 7.1700843 9.0822725 9.6383021 9.5468406 7.5922328 10.1679447 5.1412856 TCGA-UF-A71D 54 0 NA 1252 head and neck stage iva t4a n0 m0 19-3-2015 female 2010 NA yes head and neck squamous cell carcinoma yes 22 1967 0 white NA 355.26.0 2 2 NA NA 2 2 1 2 3 2 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 5 0 0 5 0 0 0 0 0 0 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9.3067015 NA 6.6232289 NA 11.9480401 4.1168804 10.5984929 5.2120323 0.6574571 10.5718304 9.7409245 13.9185118 10.6735571 11.5107548 NA 8.8717645 9.7815666 NA NA 9.6072720 8.5613273 3.5643416 3.1168804 8.4453476 5.7659696 0.6574571 10.2976902 2.8273719 13.1434003 9.0194987 10.4089894 -0.3426344 2.4229865 13.7768728 1.2423891 9.5424552 9.1513007 10.0230460 9.3630778 -0.3426344 8.2461601 7.5643355 11.4119152 8.3474433 10.8874657 -0.3426344 12.0615224 1.6574571 6.9703280 0.00513590 0.01894300 0.13362000 0.60359000 -0.00885260 -0.00885260 -0.00678130 -0.00678130 0.00055459 0.05950800 0.20106000 -0.61056000 -0.61056000 2.10650000 0.00013863 -0.61394000 2.30260000 0.01006000 0.01006000 -0.61164000 0.00000000 0.00124810 -0.05361100 0.59045000 -0.60941000 0.00083195 0.00069327 0.18359000 -0.09168400 -0.63206000 -0.42429000 0.17799000 0.00069327 0.01335300 -0.61614000 -0.00664320 0.13362000 0.13362000 0.13362000 -0.03655400 -0.35225000 -0.00399900 -0.43398000 -0.61700000 -0.61700000 -0.61700000 0.17935000 -0.00678130 -0.00678130 -0.50225000 -1.03080000 0.00013863 -0.20622000 0.35251000 0.08045600 -0.61394000 0.40077000 -0.05774700 -0.61164000 -0.61164000 -0.42647000 -0.44582000 0.00013863 -0.01491600 -0.01491600 -0.05361100 0.00819590 -0.60941000 -0.64340000 0.00083195 -0.60206000 0.01209700 -0.09168400 -0.09168400 -0.09168400 0.353 0.353 -0.199 0.414 0.000 0.000 -0.605 -0.424 0.000 0.000 0.000 0.000 0.000 -0.019 -0.609 0.000 -0.602 0.000 0.178 0.000 0.183 0.000 0.000 0.000 0.000 0.134 0.134 0.000 0.000 0.604 -0.617 0.000 0.000 0.000 0.000 -0.419 0.000 -0.608 0.000 0.000 0.000 0.353 0.353 -0.199 0.414 0.000 0.000 -0.605 -0.424 0.000 0.000 0.000 0.000 0.000 -0.019 -0.609 0.000 -0.602 0.000 0.178 0.000 0.183 0.000 0.000 0.000 0.000 0.134 0.134 0.000 0.000 0.604 -0.617 0.000 0.000 0.000 0.000 -0.419 0.000 -0.608 0.000 0.000 0.000 10.1662304 -0.3426344 9.7590270 4.9793715 10.6517987 11.2582409 11.5896600 12.0713376 7.8373542 9.4919162 11.5021510 11.4986164 7.2940702 10.7106924 13.3564754 11.2268262 3.9121900 13.9185118 7.8021034 10.6735571 10.4510486 10.2712347 11.5624561 12.1104020 12.8475786 11.8832552 NA 1.6574571 9.8632385 10.3227812 10.3734072 11.2666240 10.9861202 0.6574571 10.4792192 9.7581076 14.3030429 6.9972958 7.0324844 9.2994970 9.0941569 12.0497627 9.2816009 8.3751216 9.6418494 9.0561890 7.3013014 10.3768341 9.7462335 8.1209698 12.4830004 3.1168804 10.0763520 9.9101107 6.3716913 6.6574457 2.2424196 8.9006193 NA 8.4156683 7.8273700 10.6735571 11.5107548 10.7989138 9.7815666 10.8522021 4.2424043 -0.3426344 7.8323711 7.5216311 7.8323711 0.6574571 10.2976902 11.8248634 10.4089894 12.0147223 9.7776832 11.0988333 7.8668987 9.5424552 8.1127726 10.4106620 10.0006309 5.0837112 1.2423891 5.1168762 7.5273167 9.6489671 9.4855818 6.7342612 9.7554773 4.4123344 TCGA-UF-A71E 63 0 NA 1278 head and neck stage iva t4a n0 m0 19-3-2015 male 2010 NA yes head and neck squamous cell carcinoma basaloid type yes NA NA 0 white NA 355.26.0 2 4 NA NA 2 2 1 3 3 2 0 0 0 0 0 0 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0.000000 0.000000 -0.245690 -1.163400 0.701950 0.303140 -0.049019 -0.049019 -0.279060 -0.285370 0.196950 -0.205970 -0.205970 0.606840 -0.302870 0.155020 -0.310230 -0.288810 0.125220 0.152180 0.172420 0.172420 -0.010370 0.106140 -0.301450 -0.574360 -0.431670 0.396620 0.000 0.000 -0.279 -0.279 0.197 0.197 -0.206 -0.302 0.162 0.261 -0.306 0.125 0.125 0.183 0.183 0.106 0.106 0.288 0.591 0.591 0.292 -0.301 0.127 0.207 -0.014 -0.331 1.042 0.000 0.000 -0.265 -0.265 -0.172 0.144 0.607 0.000 -0.061 0.709 -0.305 0.397 -0.021 0.385 0.000 0.000 -0.279 -0.279 0.197 0.197 -0.206 -0.302 0.162 0.261 -0.306 0.125 0.125 0.183 0.183 0.106 0.106 0.288 0.591 0.591 0.292 -0.301 0.127 0.207 -0.014 -0.331 1.042 0.000 0.000 -0.265 -0.265 -0.172 0.144 0.607 0.000 -0.061 0.709 -0.305 0.397 -0.021 0.385 11.347572 NA 10.385691 6.332869 8.628919 10.756504 10.479905 11.801019 9.094864 9.862691 14.202686 12.436274 7.040689 10.846992 13.627899 10.664782 6.062700 11.748659 8.822584 11.317257 10.832893 9.884728 12.199805 12.802495 13.450484 12.821692 NA 1.841007 9.871684 9.391764 10.6145681 11.3480681 10.2193116 1.1629190 10.9850376 10.5544032 13.9641650 9.8304113 7.0357734 9.2756450 9.2040563 13.1851046 9.5444964 8.2482843 10.1031117 10.2593964 3.7952163 9.8010186 9.9044118 7.9390491 11.8539904 2.1629512 9.9856750 10.5218157 5.8297024 5.6483705 3.0889387 9.9118086 -0.1589125 8.9057594 8.8606075 11.3172566 10.8204419 9.5143259 10.6931560 10.9508474 NA 0.8410070 8.6004723 8.9920334 8.8744398 5.3801753 10.0794214 11.1275745 10.0984046 11.8758157 10.2067924 10.0984046 7.5518228 10.4252371 9.1066318 10.4460332 9.7152296 NA 3.5959094 7.6386785 8.0569623 9.3517809 9.0901302 7.4557267 10.3547444 4.3956044 TCGA-UF-A7J9 75 0 NA 1358 head and neck stage iva t4a n0 m0 19-3-2015 male 2011 NA yes head and neck squamous cell carcinoma yes 25.5 1951 0 white NA 355.26.0 2 4 NA NA 2 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 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 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13.1292141 13.0612639 -1.3349711 2.1242950 9.8755311 10.7909189 11.6398121 11.5694944 10.2403990 1.6648469 10.9491055 10.7909189 14.1537010 8.8472541 8.1426182 9.4922025 9.3713559 13.0850832 9.6133147 8.6392745 9.8669653 10.1078033 11.1196731 9.5158279 9.4649508 5.8347845 11.3172566 4.9686391 9.8391613 10.8571526 6.1405926 5.3087176 5.1405946 8.9032646 -0.3351531 9.2582508 11.4264110 11.5386884 11.4602907 10.1751295 10.7572866 11.2434683 1.8347921 7.9269548 9.6829418 10.4965629 6.2942164 3.5717496 10.4151481 11.8321211 10.3752357 11.9389467 9.8441469 10.1436294 9.4113741 10.2907467 9.2223235 10.3199432 10.9210685 2.3653006 NA 7.6563820 9.2036793 9.4297314 9.0668058 7.7655221 10.2045033 5.4462198 TCGA-UF-A7JA 66 0 NA 1894 head and neck stage iva t4a n1 m0 19-3-2015 female 2008 NA yes head and neck squamous cell carcinoma yes NA NA 1 white NA 355.26.0 2 1 NA NA 2 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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1.7369512 11.6263174 11.2380066 14.0970412 10.2566018 6.1154765 9.1309996 9.4065594 11.8381534 8.5304972 8.9405582 10.1881602 8.5287795 2.7369728 10.2877124 8.0037523 6.6048616 9.3053019 5.4374042 9.8062810 9.9638595 6.8159174 4.9068906 4.9068906 9.3159042 0.4150014 9.3531468 9.1015379 11.6116396 11.3826240 10.8907710 11.1918817 10.4484605 NA 8.0443941 7.7630576 10.2558155 4.1154744 5.4594316 10.6348111 11.5077946 10.4797803 12.4148614 10.7526594 10.0416592 8.5974317 9.7245139 8.2223926 10.4241663 9.9971795 NA 6.3602466 4.4594316 10.3895095 9.4811268 9.2368114 8.9228320 10.4065593 5.6629660 TCGA-UF-A7JC 42 1 546 484 head and neck stage iva t3 n2b m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 38 1984 3 white NA 355.26.0 1 3 NA NA 3 1 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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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11.5200203 10.6617525 13.8320961 9.8693545 5.1666954 8.9279824 8.4624201 10.7039930 9.3708221 8.0697355 10.6864905 8.5452085 1.8447874 11.2760576 8.6725880 4.8447673 13.4767644 -0.4771407 10.7907979 10.3350181 5.7896275 3.7707656 NA 9.8209033 1.1078218 8.8447688 9.1059234 11.3446148 12.1788187 11.3698981 10.7689876 11.5579835 1.1078218 NA 6.4653558 9.6559830 3.6102985 1.8447874 10.4342328 11.4591107 10.4267227 12.0862754 10.3831518 9.2215456 8.3901195 9.3260517 5.7126646 10.4024241 9.9626716 0.5228593 0.5228593 0.5228593 8.1756139 9.8503935 10.4668207 7.7896275 9.9761114 5.7516592 TCGA-UF-A7JD 71 0 NA 735 head and neck stage iva t4 n2b m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 61 1951 2 NA NA 355.26.0 1 2 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8451240 11.2382584 10.2684324 11.8840647 3.0041957 8.8823933 10.8456959 0.5447821 -0.4552179 9.4561634 9.5850611 7.9154588 4.5447697 NA 4.2452142 3.4185813 10.9028731 7.0205044 12.2428249 9.5753282 9.6229223 3.6322333 2.5680321 13.5050449 2.1297446 10.0336157 7.4274143 10.1530633 10.7723874 2.5447821 9.3112340 9.1390960 11.0495904 7.7783913 11.3581518 1.5447821 7.6585136 3.0041957 6.0205044 0.068522 0.026092 0.580590 -0.226990 0.222060 0.222060 1.431200 0.080456 -0.223070 0.674740 2.320500 -0.622450 -0.610470 -0.228340 -0.227360 -0.042788 1.079800 0.607380 0.000000 -0.046718 -0.046718 -0.277620 0.015168 0.874680 -0.203740 0.022304 0.040751 0.040751 0.243110 -0.255030 -0.255030 0.422170 0.686630 -0.664300 -0.054960 -0.293310 -0.293310 -0.293310 -0.271520 -0.285370 -0.228220 -0.228220 -0.259740 -0.121080 -0.286910 -0.206970 0.222060 0.080456 0.080456 -0.054151 -0.610470 -0.223790 -0.140130 -0.140130 0.087679 -0.042788 -0.593220 -0.020966 -0.046718 -0.046718 0.211770 0.201060 -0.573180 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11.0042030 11.4011970 14.0600333 6.2996586 6.9023233 9.0406264 10.0184771 11.1773123 8.6337716 8.2242516 10.7944775 10.1022352 4.0683355 10.7867546 8.9219819 9.3212045 12.0885283 4.5891642 10.7027499 10.0565241 7.4151358 6.7345958 1.5447821 8.6945184 3.2452066 9.5768171 11.8229305 10.2684324 11.8840647 11.0673529 10.8456959 11.4085705 2.3521370 3.2452066 8.9407338 11.9804417 8.0285874 5.2452104 10.9028731 11.6804807 9.6229223 11.8147747 10.1390961 9.3310410 9.5726775 10.0336157 9.7308856 9.9699874 10.5062211 2.1297446 -0.4552179 1.1297446 8.9846437 9.5220514 9.8934996 8.0042030 10.0265709 5.0042047 TCGA-UF-A7JF 80 0 NA 1497 head and neck stage iva t4a n2a m0 19-3-2015 male 2010 NA yes head and neck squamous cell carcinoma yes 42 1940 02 white NA 355.26.0 2 2 NA NA 2 2 1 3 3 2 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 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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10.3261054 12.2733879 12.4075982 2.0019103 10.3769643 11.4914384 14.8476736 8.2593125 6.4281893 9.0261411 7.9326624 12.9583010 8.5669890 9.6672608 10.7064049 8.9128175 3.0019283 9.3638686 8.5359033 7.0608180 11.2803743 3.8092807 10.0626208 11.7363522 6.3942415 5.3942432 4.9088177 9.2227063 NA 8.6457809 11.0005153 10.2896373 10.2056807 9.6977332 9.0463189 10.8495042 -0.5829441 7.5768335 7.9729321 8.5513887 8.6767057 8.3388032 9.6517799 9.8967426 10.1234584 13.1858704 11.1174021 10.5686132 7.7207429 9.5321361 7.8599056 10.9934467 7.9981628 -0.5829441 2.0019103 9.5692473 10.0254297 9.1516719 8.6385496 7.6648895 9.7876497 2.4169748 TCGA-UF-A7JH 59 0 NA 665 head and neck stage iva t4a n0 m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 52 1960 0 black or african american NA 355.26.0 2 2 NA NA 1 1 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 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10.839303 4.917642 12.482781 8.594850 9.745006 9.938245 10.666244 10.826444 12.819423 12.050921 6.983268 NA 2.084404 9.234162 9.400320 10.2668097 11.8627663 11.9008658 1.0844045 10.8448581 9.5974850 14.5121608 9.2906159 7.7615479 9.1049323 8.6079772 12.8320489 7.8766637 8.2808125 10.2526696 8.9832687 8.0072477 10.1603401 8.0956428 10.7408402 12.5705800 4.5438485 10.5314986 9.8820769 5.9088441 8.1251618 1.0844045 9.7174105 -0.5006261 8.5050775 9.5547352 9.7450055 11.9016655 10.6027407 10.3759698 10.9056578 NA -0.5006261 7.6027404 10.6261574 10.1522978 5.8032348 11.0244842 10.9008658 9.7709159 12.0636023 10.5981430 10.5709152 9.3035840 9.9537521 8.0730999 10.2889865 10.6396436 4.3068091 5.0540410 7.5438469 10.5522723 9.5424802 9.3228200 8.3449430 9.8712295 4.8570056 TCGA-UF-A7JK 59 1 424 NA head and neck stage iva t4a n2b m0 19-3-2015 male 2010 NA yes head and neck squamous cell carcinoma yes NA NA 3 NA NA 355.26.0 1 3 NA NA 3 3 3 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.540822 9.820803 9.919334 9.845420 10.628032 12.914857 12.263288 9.172396 NA 2.474722 8.853245 9.049137 11.0949527 12.5334012 12.0703634 -0.8471027 11.2252724 10.8841239 13.7251486 10.0649456 4.3227286 9.0850196 8.7433918 12.3784642 9.1399552 8.4859601 10.3995454 9.2135006 1.4747216 10.9280035 7.9982948 4.8532422 7.6204105 1.4747216 10.9060216 10.6586164 5.5957483 0.7377733 0.1527675 8.8721937 -0.8471027 9.2080873 8.0138915 9.8208033 10.4565855 10.6234637 11.1751726 11.2833754 NA -0.8471027 6.5675318 10.6739145 6.4565860 1.7377733 10.8967977 11.2885141 11.1286528 12.4954351 10.6091592 10.5142004 8.4312544 8.8082998 7.8393052 9.9110280 10.3876222 NA -0.8471027 5.1528040 8.1231695 9.0953192 10.3671239 8.6060754 9.8506411 5.4747313 TCGA-UF-A7JO 79 1 631 NA head and neck stage iva t4a n0 m0 19-3-2015 female 2009 NA yes head and neck squamous cell carcinoma yes NA NA 0 white NA 355.26.0 3 6 NA NA 2 2 1 2 2 2 0 4 0 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 4 0 0 0 0 0 0 6 0 0 0 4 0 0 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6.7712623 1.2634551 11.5214443 5.3927502 10.7824482 5.7870302 1.8484377 11.7397072 10.1966662 12.2015545 9.6925252 10.5046560 NA 8.5958770 10.6749783 -1.3215675 NA 8.3910317 9.6728583 5.8879590 -1.3215675 NA 4.9264312 -1.3215675 10.5981130 NA 12.6179922 8.8671184 10.2788823 0.6785227 4.0936531 13.4266976 3.8484276 9.5831394 4.9822863 9.7217987 9.9817147 1.2634551 10.6482511 8.6925252 11.4936879 8.6370574 11.5072363 NA 10.1853082 0.6785227 3.5853952 0.044574 0.049540 0.258710 -0.155790 0.048688 0.048688 -0.051451 -0.051451 -0.162300 0.260590 0.648910 -0.023566 -0.023566 -0.023566 -0.023566 0.033127 0.033127 0.051672 2.545700 0.047836 -0.362150 -0.160260 3.322100 -0.114170 -0.114170 -0.186220 0.040751 0.040751 0.264510 -0.164420 0.000000 0.000000 0.044574 -0.296860 0.056228 -0.158860 -0.158860 -0.158860 -0.158860 0.064797 -0.118220 -0.118220 -0.118220 -0.155790 -0.155790 -0.155790 0.048688 -0.051451 -0.161410 -0.162300 -0.023566 -0.023566 0.037500 -0.065179 -0.065179 0.033127 0.033127 0.025531 0.047836 0.047836 0.200150 0.200150 -0.162180 -0.037218 0.031577 0.033831 -0.025483 -0.114170 -0.114170 -0.186220 0.195120 0.019625 -0.175750 -0.133930 0.059508 0.000 0.000 0.000 0.000 0.000 0.000 -0.363 0.200 -0.162 0.000 0.000 0.000 0.000 -0.114 -0.114 0.022 0.208 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.159 0.100 0.000 -0.118 -0.156 -0.156 0.000 0.000 0.000 0.000 0.080 0.242 0.000 0.000 -0.134 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 -0.363 0.200 -0.162 0.000 0.000 0.000 0.000 -0.114 -0.114 0.022 0.208 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.159 0.100 0.000 -0.118 -0.156 -0.156 0.000 0.000 0.000 0.000 0.080 0.242 0.000 0.000 -0.134 -0.134 10.636695 -1.321567 9.466709 7.838376 9.964485 9.052327 8.792247 13.597927 8.848430 10.136399 14.429002 9.666479 9.124554 10.270340 10.281204 12.432766 4.750183 12.201555 8.597368 9.692525 10.262998 9.967947 11.200841 12.762838 12.932426 11.875875 -1.321567 2.137930 8.838376 9.646451 11.672505 12.505748 13.235190 NA 10.693223 11.537069 14.746755 10.072431 7.684129 8.806499 8.009422 11.335823 9.358205 8.184317 10.917199 9.644289 8.776537 10.527519 9.210861 6.365005 10.877564 2.765959 10.687984 11.233813 5.511395 7.170358 2.485865 9.807144 NA 9.517709 9.618084 9.692525 10.504656 10.354903 10.674978 11.225158 -1.321567 -1.321567 8.209886 10.464774 8.944120 5.991388 10.598113 11.030548 10.278882 12.165214 11.019468 11.240986 9.047011 9.583139 8.459864 10.575216 9.456582 5.350929 1.263455 7.018355 9.937218 9.277488 9.605542 7.728353 9.739201 5.154239 TCGA-UF-A7JS 59 1 680 413 head and neck stage iva t4a n2b m0 19-3-2015 male 2012 NA yes head and neck squamous cell carcinoma yes 25.5 1962 4 white NA 355.26.0 2 3 NA NA 1 1 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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7.6884462 6.1034830 4.4868109 1.5799042 4.1648828 NA 10.2820946 NA 13.9129374 5.5087646 7.5572018 5.1034851 3.3872798 12.7762166 2.5799283 9.5827368 10.2558789 10.0975913 7.1190812 1.5799042 11.2629165 7.7397934 10.2786266 8.6513843 10.7385316 2.1648828 6.5341176 1.5799042 3.9018516 0.02595200 0.02595200 0.01335300 1.98230000 0.00124500 -0.01191700 -0.00027724 0.59458000 0.52958000 1.07290000 1.05380000 -0.59137000 -0.58823000 -0.00124730 0.55726000 0.00055459 3.65690000 0.00263570 0.00263570 -0.01835300 -0.01835300 0.00791750 -0.01780300 1.50810000 -0.57345000 -0.04549900 0.00944910 -0.00498440 0.39048000 0.00000000 0.00000000 0.55301000 0.02595200 0.02595200 0.02595200 -0.60235000 -0.59818000 -0.59818000 -0.59818000 -0.60960000 0.00527490 0.00527490 -0.00666200 -0.57989000 0.00597000 -0.02247600 0.03143600 0.59458000 -0.60361000 -0.06410600 -0.58823000 0.53158000 -0.02562000 -0.02562000 -0.00360110 0.00055459 -0.59429000 0.00263570 -0.58833000 -0.58833000 0.00624810 0.00624810 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12.2074558 14.1270538 8.4379027 5.6673841 8.3612815 6.7697466 10.7143482 6.9197715 8.5282892 11.1015223 9.7722148 4.3872798 8.5106593 7.3213888 6.6460114 10.3872768 2.9018420 9.0393534 13.3888861 6.7697466 5.4868109 3.1648828 7.9893127 1.5799042 7.2237778 8.3872768 10.7040432 9.9893129 9.8995941 9.7322068 9.8159361 3.3872798 0.5799525 6.6460114 9.7722148 6.6022891 5.2803625 10.2820946 9.0019866 7.5572018 14.2428127 11.1034839 8.3078424 7.8560464 9.5827368 9.1345108 11.3171692 8.1213284 3.5799163 3.5799163 1.5799042 11.2092785 9.3481062 8.0717750 6.9197715 8.4686652 3.1648828 TCGA-UF-A7JT 72 1 993 NA head and neck stage iva t4a n0 m0 19-3-2015 female 2009 NA yes head and neck squamous cell carcinoma yes NA NA 3 white NA 355.26.0 3 6 NA NA 3 3 2 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 7 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 1 0 0 0 0 0 0 4 7 0 0 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10.6570671 -1.2078943 8.7228444 10.6356357 -1.2078943 NA 8.5734669 9.0958878 4.2839588 0.7921057 -1.2078943 4.3466946 NA 10.8878338 -1.2078943 12.7813242 9.2619219 10.2241270 3.3770682 4.7190575 13.7296649 3.2515373 9.1608100 9.1196599 9.2275900 11.7488463 1.5994606 10.7184032 8.4269180 11.3090382 8.6170659 11.4509880 NA 10.6808504 1.1140338 4.8581949 -0.00074997 0.00694350 0.45318000 0.00000000 0.01441200 0.01441200 -0.00277070 -0.00277070 0.05309400 0.05309400 0.55579000 0.41530000 0.43513000 0.42032000 0.41228000 -0.01078400 -0.01078400 0.00513590 0.00513590 -0.00193990 -0.00221680 -0.00318590 0.00027728 0.00374650 0.00374650 -0.02479800 -0.00926660 -0.00926660 0.00638710 -0.02324900 -0.00581400 -0.00304750 0.06866500 -0.40506000 0.00694350 -0.00691950 -0.00691950 -0.00691950 -0.00691950 0.00360760 -0.00394380 0.00694350 0.00416320 0.00000000 0.00000000 0.00000000 0.01530800 -0.00277070 -0.87736000 -0.20473000 -0.80227000 0.42032000 -0.09670400 0.03225600 0.03225600 -0.01078400 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9.4194226 7.6616021 9.5504124 3.6132370 TCGA-T3-A92N NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4 4 NA NA 2 2 1 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6117112 NA 10.4777648 1.1218774 9.2537201 10.4744585 8.5812947 15.7324556 5.8223019 8.2716106 7.3839583 7.3215358 NA 9.1825592 9.8153502 2.7068178 2.4437923 11.4210713 NA NA 8.6821961 6.0643785 10.8343902 NA 10.4130339 10.1791781 9.8742438 NA NA 0.7068178 -0.8780563 12.5410334 2.4437923 10.7291936 6.5894684 5.0991437 12.6514158 1.7068178 NA 0.1218112 12.4040829 8.4728025 NA 11.4089984 4.5753789 10.8888062 7.2665214 5.8361084 NA NA -0.8780563 1.4437658 NA 15.4127461 15.4302848 12.2398309 10.2911619 11.9640171 -0.8780563 NA -0.8780563 13.0884588 -0.8780563 8.3933261 10.9496028 0.1645289 18.6586246 10.0466758 NA 6.2303875 -0.8780563 11.0440760 4.2917877 10.8966503 4.6137143 1.7068178 11.8416798 9.7310420 10.7498530 11.7702208 10.6251921 NA 8.5668779 10.5894688 NA -0.8780563 8.8982963 9.6316382 6.8767502 NA NA 8.1852585 0.1218112 10.7049460 NA 13.2482451 9.5911896 10.7425413 0.7068178 3.4314759 13.0010635 4.2093286 9.8659570 6.4164834 9.6207125 9.0833128 3.3697875 10.4892780 7.7621083 10.8850756 8.4164838 11.9646064 -0.8780563 10.5975966 1.7068178 2.4437923 0.0269390 -0.4514900 0.4718800 0.0069140 -0.4617600 -0.4617600 0.6533300 0.6533300 0.0239570 0.0239570 0.8830200 0.3089100 0.3186400 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7.1162171 10.0673070 9.8809192 0.7068178 NA 6.0166813 10.4473149 8.9906857 9.4794153 5.4969033 8.0673069 4.9798424 TCGA-T3-A92M NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 4 NA NA 2 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0588937 NA 11.0966213 5.1885275 8.9738179 10.9994219 9.0402779 15.7544878 6.9907223 8.8047102 7.2632053 8.8017659 NA 9.2097867 8.9178097 5.9855414 4.9751257 10.4163856 1.8665915 -1.1335272 11.1094772 6.1520029 11.2153290 8.0440203 10.0352730 10.5509111 10.5949466 -0.1333689 1.1885275 4.7734900 -1.1335272 13.6257609 6.3979826 10.5592164 9.2153291 8.3504168 10.7435015 5.0365253 NA 1.1885275 11.5728810 9.1121535 0.8666311 11.0915070 3.7935526 10.6122752 6.5460811 8.3053928 1.1885275 1.8665915 2.1885275 2.4515672 3.0365209 15.2469919 16.6061099 12.7396604 11.0321360 12.5629164 -1.1335272 -0.1333689 3.6214893 13.2251147 3.2589108 8.7614186 10.4632566 1.8665915 17.3364136 11.1888107 4.0760545 6.8381450 2.4515672 11.0632030 5.5248128 10.6622347 7.4211896 7.2717422 11.7398527 9.1403965 11.6096470 11.9298274 10.8595392 4.8438784 8.7183500 11.0333916 -0.1333689 NA 9.6955307 9.7050170 7.1703818 3.4515672 -1.1335272 7.1794842 NA 10.5889815 -1.1335272 12.9519903 9.3748908 10.0118962 3.5104556 3.9905193 13.1050056 6.6413885 9.9798156 9.2980985 9.6936260 10.4748557 3.2589108 9.2791706 8.7764939 10.9065481 8.1997563 11.0153952 NA 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7.6103878 9.7955473 4.9881939 2.4856844 10.3485016 9.7680083 9.4629719 13.5943616 11.3422904 9.7925131 9.1845895 9.4045553 8.0504767 11.3227942 7.9881922 6.2105856 NA 2.1231364 11.5761338 8.4981615 8.3325755 6.3157673 8.8354034 3.2226500 all_q NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.009568537 0.000384 0.00038 0.02496549 0.0361 0.00885 1.29e-12 0 0.0295 0.00435 1.29e-12 0.00353 0.0879 0.0797 0.0768 0.0334 0.00277 0.0331 0.001258984 2.79e-07 0.0296 2.96e-05 0.0361 0.075 0.075 8.71e-12 1.29e-12 0.0913 0 1.29e-12 0.00945 0.0787 0.0831 1.3e-06 1.47e-11 1.29e-12 0.0214 0.0223 0.0228 0.0317 0.0315 0.0295 0.0428 2.9e-05 0.00461318 1.29e-12 0.0879 1.29e-12 0.02460582 6.7e-13 0.00945 1.29e-12 0 0.0819 0.0124 0.0427 3.46e-07 0.0112 0.0237 1.29e-12 2.504157e-07 2.95e-05 0.0334 0.00945 0.00545 2.86e-05 1.44e-07 0.00945 1.86344e-05 0.0797 0.00038 0.0174 0.0879 0.0228 6.69e-09 1.29e-12 0.0131 1.29e-12 0.0635 5.12e-08 0.009568537 0.003857371 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0.02918188 2.621e-13 0.02173994 0.0004712959 0.001801181 0.001258984 2.007456e-05 1.737498e-10 2.036926e-12 0.003955581 0 1.445561e-07 1.799902e-10 0.04080597 2.621e-13 0.03467969 0.02314993 0.04080597 6.133442e-06 0.001958903 0.01041838 0.06242833 5.225015e-06 0.00461318 0.0004521147 1.918001e-09 0.02460582 1.032043e-10 2.621e-13 2.621e-13 0.08112698 0.08112698 1.023053e-07 5.287521e-10 3.73782e-05 1.34292e-06 0.02942677 0.002855196 0.01065504 2.621e-13 0.005733247 2.621e-13 0.08442517 6.308651e-09 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.0848e-05 3.4147e-08 6.0162e-58 7.4376e-05 0.00023649 0.03699 4.3243e-52 2.5921e-10 1.1503e-18 9.672e-09 4.8156e-22 1.4719e-10 2.3785e-08 1.2396e-13 0.1949 0.00057236 2.3839e-248 0.0014887 5.8118e-11 1.3369e-11 0.002985 0.12657 0.00011601 6.4312e-06 6.8933e-06 0.12657 0.17855 9.3622e-06 0.0087469 1.6161e-06 4.7599e-19 0.043479 9.9549e-30 9.2957e-42 4.6565e-25 0.023934 0.00093669 1.2944e-06 1.011e-10 1.5047e-05 1.7216e-05 1.3377e-08 5.4589e-35 6.5965e-18 1.2501e-09 0.00010942 0.0012217 2.1321e-09 3.2498e-22 2.2608e-98 6.6634e-264 2.7424e-07 0.029605 1.7994e-14 7.2816e-11 0.00044692 1.5927e-21 0.22797 3.1303e-23 4.1405e-17 0.0073065 0.0049674 0.10249 1.6098e-05 4.7996e-09 0.13976 2.6665e-06 1.9168e-11 8.5261e-28 1.7709e-19 0.11016 0.00032453 0.010192 1.1594e-10 2.251e-11 1 1 1 0.637 0.0357 1 1 1.93e-14 1 1 1 1 1 1 1 1 1 1 4.31e-07 3.79e-10 4.55e-15 1 0.288 1 1 1 0 1 1 6.05e-07 1 1 1 6.47e-09 0.00647 5.25e-05 0 0.291 2.18e-05 1 1 0.000315 0.148 2.66e-05 0 1 1 3.18e-12 1 0.0928 1 1 0.797 1 0.443 0 0.63 0.274 0.814 1 1 1 3.42e-09 1 1 1 0 1.03e-09 5.2e-15 4.87e-08 1 0 1 1 1 1 0 0.622 0 0.0365 0.00136 0.442 0.1949 0.0087469 0.1949 1.4719e-10 2.5921e-10 4.3243e-52 0.00057236 0.00011601 1.1503e-18 0.1949 0.0087469 0.12657 1.4719e-10 0.0014887 0.1949 5.8118e-11 0.0087469 3.4147e-08 2.3785e-08 0.1949 0.1949 0.03699 0.1949 0.0087469 0.1949 6.0162e-58 0.1949 7.4376e-05 0.1949 1.1503e-18 4.6565e-25 0.0049674 0.22797 0.22797 1.6161e-06 4.6565e-25 4.7599e-19 0.0049674 1.9168e-11 0.22797 4.7599e-19 0.22797 0.10249 1.6161e-06 0.00044692 0.0073065 6.6634e-264 0.0049674 3.2498e-22 4.7599e-19 5.4589e-35 1.2944e-06 0.0049674 0.00044692 2.1321e-09 0.0012217 9.2957e-42 1.9168e-11 1.6161e-06 3.1303e-23 0.0012217 0.0012426 4.7599e-19 4.7599e-19 0.00010942 0.00044692 4.6565e-25 1.6161e-06 6.5965e-18 4.7599e-19 1.5927e-21 1.6161e-06 7.2816e-11 0.22797 4.1405e-17 1.6161e-06 1.6161e-06 1.5927e-21 0.22797 1.9168e-11 0.043479 1.7709e-19 0.10249 0.0049674 0.0049674 0.00032453 1.6161e-06 4.7599e-19 0.0049674 1.6098e-05 0.029605 0.11016