tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_tumor_tissue_site CLI_pathologic_stage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage CLI_gender CLI_date_of_initial_pathologic_diagnosis CLI_radiation_therapy CLI_karnofsky_performance_score CLI_histological_type CLI_number_pack_years_smoked CLI_residual_tumor CLI_number_of_lymph_nodes CLI_race CLI_ethnicity CLUS_CN_cNMF CLUS_Methlyation_cNMF CLUS_RPPA_cNMF CLUS_RPPA_cHierarchical CLUS_mRNAseq_cNMF CLUS_mRNAseq_cHierarchical CLUS_miRseq_cNMF CLUS_miRseq_cHierarchical CLUS_miRseq_Mature_cNMF CLUS_miRseq_Mature_cHierarchical SMG_mutsig2.0_ADAMTS19 SMG_mutsig2.0_ANKRD30A SMG_mutsig2.0_APC_cosmic SMG_mutsig2.0_ARHGEF38 SMG_mutsig2.0_ATM_cosmic SMG_mutsig2.0_C10orf76 SMG_mutsig2.0_CCDC7 SMG_mutsig2.0_CDH11 SMG_mutsig2.0_CDH9 SMG_mutsig2.0_CDKN2A SMG_mutsig2.0_CHRM2 SMG_mutsig2.0_CNNM2 SMG_mutsig2.0_CNPY1 SMG_mutsig2.0_CNTNAP5 SMG_mutsig2.0_CSMD1 SMG_mutsig2.0_CTNNB1_cosmic SMG_mutsig2.0_CYLC1 SMG_mutsig2.0_DCDC1 SMG_mutsig2.0_DPP10 SMG_mutsig2.0_EIF4EBP2 SMG_mutsig2.0_ERBB2_cosmic SMG_mutsig2.0_ERBB4 SMG_mutsig2.0_FBXW7 SMG_mutsig2.0_FOXG1 SMG_mutsig2.0_GABRA2 SMG_mutsig2.0_GNAS_cosmic SMG_mutsig2.0_GRXCR1 SMG_mutsig2.0_HDAC4 SMG_mutsig2.0_IVL SMG_mutsig2.0_KRAS_cosmic SMG_mutsig2.0_LRFN5 SMG_mutsig2.0_LRP1B_cosmic SMG_mutsig2.0_MMP16 SMG_mutsig2.0_NFE2L2 SMG_mutsig2.0_NLGN1 SMG_mutsig2.0_OR13C2 SMG_mutsig2.0_OR4C16 SMG_mutsig2.0_OR5D13 SMG_mutsig2.0_OR5L2 SMG_mutsig2.0_OR8I2 SMG_mutsig2.0_PCDH9 SMG_mutsig2.0_PIAS1 SMG_mutsig2.0_PIK3CA SMG_mutsig2.0_PLCL1 SMG_mutsig2.0_POTEH SMG_mutsig2.0_PTCH1_cosmic SMG_mutsig2.0_PTEN SMG_mutsig2.0_PTPRD SMG_mutsig2.0_RB1_cosmic SMG_mutsig2.0_RIPK1_cosmic SMG_mutsig2.0_SERPING1 SMG_mutsig2.0_SETBP1 SMG_mutsig2.0_SMAD4 SMG_mutsig2.0_SNTG1 SMG_mutsig2.0_SNTG2 SMG_mutsig2.0_SOX11 SMG_mutsig2.0_TGFBR2 SMG_mutsig2.0_TP53 SMG_mutsig2.0_TPTE SMG_mutsig2.0_TRIM36_cosmic SMG_mutsig2.0_TRIM49 SMG_mutsig2.0_UNC13C SMG_mutsig2.0_ZFPM2 SMG_mutsig2.0_ZNF268 SMG_mutsig2.0_ZNF750 SMG_mutsig2.0_ZNF770 SMG_mutsig2.0_ZNF804B SMG_mutsig.CV_APC_cosmic SMG_mutsig.CV_ARID1A SMG_mutsig.CV_ATM_cosmic SMG_mutsig.CV_CCDC7 SMG_mutsig.CV_CDKN2A SMG_mutsig.CV_COL6A5 SMG_mutsig.CV_CTNNB1_cosmic SMG_mutsig.CV_DCDC1 SMG_mutsig.CV_ERBB2_cosmic SMG_mutsig.CV_FBXW7 SMG_mutsig.CV_FLG SMG_mutsig.CV_GNAS_cosmic SMG_mutsig.CV_IVL SMG_mutsig.CV_KRAS_cosmic SMG_mutsig.CV_LRP1B_cosmic SMG_mutsig.CV_NFE2L2 SMG_mutsig.CV_NOTCH1 SMG_mutsig.CV_PIK3CA SMG_mutsig.CV_PTCH1_cosmic SMG_mutsig.CV_PTEN SMG_mutsig.CV_RB1_cosmic SMG_mutsig.CV_RIPK1_cosmic SMG_mutsig.CV_SMAD4 SMG_mutsig.CV_TGFBR2 SMG_mutsig.CV_TP53 SMG_mutsig.CV_TRIM36_cosmic SMG_mutsig.CV_ZNF750 SMG_mutsig.2CV_ANAPC1 SMG_mutsig.2CV_APC_cosmic SMG_mutsig.2CV_ARID1A SMG_mutsig.2CV_ASTE1 SMG_mutsig.2CV_ATM_cosmic SMG_mutsig.2CV_C10orf76 SMG_mutsig.2CV_CDKN2A SMG_mutsig.2CV_CNNM2 SMG_mutsig.2CV_CORO7 SMG_mutsig.2CV_CTNNB1_cosmic SMG_mutsig.2CV_DNAH10 SMG_mutsig.2CV_EIF4EBP2 SMG_mutsig.2CV_ERBB2 SMG_mutsig.2CV_FAM108A1 SMG_mutsig.2CV_FAM65B SMG_mutsig.2CV_FBXW7 SMG_mutsig.2CV_GNAS_cosmic SMG_mutsig.2CV_HLA-B SMG_mutsig.2CV_HMMR SMG_mutsig.2CV_IL10RA SMG_mutsig.2CV_IPP SMG_mutsig.2CV_ITGA6 SMG_mutsig.2CV_IVL SMG_mutsig.2CV_KIAA2018 SMG_mutsig.2CV_KLF3 SMG_mutsig.2CV_KPNA1 SMG_mutsig.2CV_KPNB1 SMG_mutsig.2CV_KRAS_cosmic SMG_mutsig.2CV_LIMA1 SMG_mutsig.2CV_LRP1B_cosmic SMG_mutsig.2CV_MGC29506 SMG_mutsig.2CV_MKL2 SMG_mutsig.2CV_MLL2 SMG_mutsig.2CV_NAA16 SMG_mutsig.2CV_NFE2L2 SMG_mutsig.2CV_NOTCH1 SMG_mutsig.2CV_PAXIP1 SMG_mutsig.2CV_PIAS1 SMG_mutsig.2CV_PIK3CA SMG_mutsig.2CV_PKD2 SMG_mutsig.2CV_PLXNB2 SMG_mutsig.2CV_PTCH1 SMG_mutsig.2CV_PTEN_cosmic SMG_mutsig.2CV_RAD17 SMG_mutsig.2CV_RB1 SMG_mutsig.2CV_RIC3 SMG_mutsig.2CV_RIPK1_cosmic SMG_mutsig.2CV_SCD SMG_mutsig.2CV_SMAD4 SMG_mutsig.2CV_TGFBR2 SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_TRIM36_cosmic SMG_mutsig.2CV_ZBED4 SMG_mutsig.2CV_ZNF750 rate_non rate_sil MutsigCateg_*CpG->T MutsigCateg_*CpG->A MutsigCateg_*Cp(A/C/T)->(A/T) MutsigCateg_A->(C/G) MutsigCateg_flip SMG_ADAMTS19_mRNA SMG_ANAPC1_mRNA SMG_APC_mRNA SMG_ARHGEF38_mRNA SMG_ARID1A_mRNA SMG_ASTE1_mRNA SMG_ATM_mRNA SMG_C10orf76_mRNA SMG_CCDC7_mRNA SMG_CDH11_mRNA SMG_CDKN2A_mRNA SMG_CHRM2_mRNA SMG_CNNM2_mRNA SMG_CNPY1_mRNA SMG_CNTNAP5_mRNA SMG_CORO7_mRNA SMG_CSMD1_mRNA SMG_CTNNB1_mRNA SMG_DCDC1_mRNA SMG_DNAH10_mRNA SMG_DPP10_mRNA SMG_EIF4EBP2_mRNA SMG_ERBB2_mRNA SMG_ERBB4_mRNA SMG_FAM108A1_mRNA SMG_FAM65B_mRNA SMG_FBXW7_mRNA SMG_FLG_mRNA SMG_FOXG1_mRNA SMG_GABRA2_mRNA SMG_GNAS_mRNA SMG_HDAC4_mRNA SMG_HLA-B_mRNA SMG_HMMR_mRNA SMG_IL10RA_mRNA SMG_IPP_mRNA SMG_ITGA6_mRNA SMG_IVL_mRNA SMG_KIAA2018_mRNA SMG_KLF3_mRNA SMG_KPNA1_mRNA SMG_KPNB1_mRNA SMG_KRAS_mRNA SMG_LIMA1_mRNA SMG_LRFN5_mRNA SMG_LRP1B_mRNA SMG_MGC29506_mRNA SMG_MKL2_mRNA SMG_MLL2_mRNA SMG_MMP16_mRNA SMG_NAA16_mRNA SMG_NFE2L2_mRNA SMG_NLGN1_mRNA SMG_NOTCH1_mRNA SMG_PAXIP1_mRNA SMG_PCDH9_mRNA SMG_PIAS1_mRNA SMG_PIK3CA_mRNA SMG_PKD2_mRNA SMG_PLCL1_mRNA SMG_PLXNB2_mRNA SMG_POTEH_mRNA SMG_PTCH1_mRNA SMG_PTEN_mRNA SMG_PTPRD_mRNA SMG_RAD17_mRNA SMG_RB1_mRNA SMG_RIC3_mRNA SMG_RIPK1_mRNA SMG_SCD_mRNA SMG_SERPING1_mRNA SMG_SETBP1_mRNA SMG_SMAD4_mRNA SMG_SNTG2_mRNA SMG_SOX11_mRNA SMG_TGFBR2_mRNA SMG_TP53_mRNA SMG_TPTE_mRNA SMG_TRIM36_mRNA SMG_UNC13C_mRNA SMG_ZBED4_mRNA SMG_ZFPM2_mRNA SMG_ZNF268_mRNA SMG_ZNF750_mRNA SMG_ZNF770_mRNA Amp_1p34.2 Amp_1q23.3 Amp_1q42.3 Amp_2q14.2 Amp_2q31.1 Amp_3q26.2 Amp_4q13.3 Amp_5p15.33 Amp_6p21.1 Amp_6q23.3 Amp_7p11.2 Amp_7q21.2 Amp_8p23.1 Amp_8p11.21 Amp_8q24.21 Amp_9p13.3 Amp_9q34.3 Amp_11p13 Amp_11q13.3 Amp_12p12.1 Amp_12q15 Amp_13q22.1 Amp_14q21.1 Amp_15q26.1 Amp_17q12 Amp_18p11.32 Amp_18q11.2 Amp_19q12 Amp_Xq28 Del_1p36.11 Del_1p13.2 Del_1q44 Del_2q22.1 Del_2q33.3 Del_3p26.2 Del_3p14.3 Del_3p14.2 Del_3q11.1 Del_3q26.31 Del_4p15.2 Del_4q22.1 Del_4q34.3 Del_5q12.1 Del_6p25.3 Del_6q16.3 Del_6q26 Del_7q31.1 Del_7q36.3 Del_8p23.2 Del_8p12 Del_9p23 Del_9p21.3 Del_10p15.3 Del_10p11.21 Del_10q21.1 Del_10q23.31 Del_11p15.4 Del_11q25 Del_12q23.1 Del_13q12.11 Del_13q14.2 Del_13q21.31 Del_14q23.3 Del_15q11.2 Del_16p13.3 Del_16q23.1 Del_17p12 Del_17q25.3 Del_18p11.23 Del_18q12.2 Del_18q21.2 Del_18q22.3 Del_19p13.3 Del_20p12.1 Del_21q21.1 Del_21q22.12 Del_22q11.1 Del_Xp21.1 Del_Xp11.3 Del_Xq11.2 Del_Xq21.33 CN_10p_Amp CN_10q_Amp CN_11p_Amp CN_11q_Amp CN_12p_Amp CN_12q_Amp CN_13q_Amp CN_14q_Amp CN_15q_Amp CN_16p_Amp CN_16q_Amp CN_17p_Amp CN_17q_Amp CN_18p_Amp CN_18q_Amp CN_19p_Amp CN_19q_Amp CN_1p_Amp CN_1q_Amp CN_20p_Amp CN_20q_Amp CN_21q_Amp CN_22q_Amp CN_2p_Amp CN_2q_Amp CN_3p_Amp CN_3q_Amp CN_4p_Amp CN_4q_Amp CN_5p_Amp CN_5q_Amp CN_6p_Amp CN_6q_Amp CN_7p_Amp CN_7q_Amp CN_8p_Amp CN_8q_Amp CN_9p_Amp CN_9q_Amp CN_Xp_Amp CN_Xq_Amp CN_10p_Del CN_10q_Del CN_11p_Del CN_11q_Del CN_12p_Del CN_12q_Del CN_13q_Del CN_14q_Del CN_15q_Del CN_16p_Del CN_16q_Del CN_17p_Del CN_17q_Del CN_18p_Del CN_18q_Del CN_19p_Del CN_19q_Del CN_1p_Del CN_1q_Del CN_20p_Del CN_20q_Del CN_21q_Del CN_22q_Del CN_2p_Del CN_2q_Del CN_3p_Del CN_3q_Del CN_4p_Del CN_4q_Del CN_5p_Del CN_5q_Del CN_6p_Del CN_6q_Del CN_7p_Del CN_7q_Del CN_8p_Del CN_8q_Del CN_9p_Del CN_9q_Del CN_Xp_Del CN_Xq_Del mRNA_CNMF_S1PR1_0.81_1 mRNA_CNMF_WFS1_0.63_1 mRNA_CNMF_CST6_-1.96_1 mRNA_CNMF_GAD1_1.44_1 mRNA_CNMF_ODF3B_-0.66_1 mRNA_CNMF_ZNF761_0.75_1 mRNA_CNMF_PPP1R3F_-0.75_1 mRNA_CNMF_ENTPD2_1.09_1 mRNA_CNMF_SLC9A6_-0.3_1 mRNA_CNMF_PLCD4_-0.45_1 mRNA_CNMF_GAMT_2.2_2 mRNA_CNMF_SUZ12P_0.85_2 mRNA_CNMF_GGH_0.76_2 mRNA_CNMF_ISYNA1_2.24_2 mRNA_CNMF_PHGDH_1.82_2 mRNA_CNMF_LRRC8A_-1.18_2 mRNA_CNMF_SDCBP2_-2.99_2 mRNA_CNMF_SLC9A1_-0.78_2 mRNA_CNMF_CCDC109A_-1.03_2 mRNA_CNMF_TTC22_-1.18_2 mRNA_CNMF_LCOR_-0.67_3 mRNA_CNMF_PRRT2_-1.05_3 mRNA_CNMF_DOCK11_0.96_3 mRNA_CNMF_ALPPL2_-2.97_3 mRNA_CNMF_FASTKD5_-0.41_3 mRNA_CNMF_NFIB_-0.9_3 mRNA_CNMF_MYO10_0.62_3 mRNA_CNMF_STC2_1.33_3 mRNA_CNMF_MINK1_0.54_3 mRNA_CNMF_GYS1_0.46_3 mRNA_CNMF_MNAT1_0.53_4 mRNA_CNMF_SLC16A11_1.56_4 mRNA_CNMF_KLK10_1.91_4 mRNA_CNMF_ZNF761_-0.71_4 mRNA_CNMF_RDH5_-1.27_4 mRNA_CNMF_MEP1B_-1.4_4 mRNA_CNMF_GAK_-0.44_4 mRNA_CNMF_SPRY4_-1.04_4 mRNA_CNMF_TSHZ2_1.18_4 mRNA_CNMF_ZNF835_2.69_5 mRNA_CNMF_INMT_3.43_5 mRNA_CNMF_CGNL1_1.81_5 mRNA_CNMF_ZBTB40_0.41_5 mRNA_CNMF_AOC3_3.48_5 mRNA_CNMF_FRMD8_-0.45_5 mRNA_CNMF_EIF4A3_-0.7_5 mRNA_CNMF_ACER1_-2.84_5 mRNA_CNMF_GNB2_-0.62_5 mRNA_CNMF_MVD_-0.68_5 mRNA_CNMF_MYO5B_1.12_6 mRNA_CNMF_CYB5R1_0.74_6 mRNA_CNMF_PRPF4_-0.46_6 mRNA_CNMF_DNASE1L3_3.26_6 mRNA_CNMF_CEACAM19_0.93_6 mRNA_CNMF_DHCR24_1.1_6 mRNA_CNMF_IFT20_-0.52_6 mRNA_CNMF_C3P1_-3.15_6 mRNA_CNMF_ACAN_-2.11_6 mRNA_CNMF_NEK6_-1.3_6 Amp_ARHGEF12_11p13_mRNA Amp_ARNT_1q23.3_mRNA Amp_ATM_11p13_mRNA Amp_ATP2B3_Xq28_mRNA Amp_BCL9_1q23.3_mRNA Amp_BIRC3_11p13_mRNA Amp_BLM_15q26.1_mRNA Amp_CARS_11p13_mRNA Amp_CBL_11p13_mRNA Amp_CCND1_11p13_mRNA Amp_CCNE1_19q12_mRNA Amp_CDK6_7q21.2_mRNA Amp_COX18_4q13.3_mRNA Amp_CREB3L1_11p13_mRNA Amp_CRTC3_15q26.1_mRNA Amp_DDB2_11p13_mRNA Amp_DDX10_11p13_mRNA Amp_DDX6_11p13_mRNA Amp_EGFR_7p11.2_mRNA Amp_EHF_11p13_mRNA Amp_ERBB2_17q12_mRNA Amp_EXT2_11p13_mRNA Amp_FANCF_11p13_mRNA Amp_FCGR2B_1q23.3_mRNA Amp_FLI1_11p13_mRNA Amp_FOXA1_14q21.1_mRNA Amp_HRAS_11p13_mRNA Amp_IDH2_15q26.1_mRNA Amp_IGF1R_15q26.1_mRNA Amp_INTS4_11p13_mRNA Amp_KCNJ5_11p13_mRNA Amp_KDM2A_11p13_mRNA Amp_KRAS_12p12.1_mRNA Amp_LMO1_11p13_mRNA Amp_LMO2_11p13_mRNA Amp_MALAT1_11p13_mRNA Amp_MAML2_11p13_mRNA Amp_MCL1_1q23.3_mRNA Amp_MEN1_11p13_mRNA Amp_MUC1_1q23.3_mRNA Amp_MYB_6q23.3_mRNA Amp_NOTCH2_1q23.3_mRNA Amp_NTRK1_1q23.3_mRNA Amp_NUMA1_11p13_mRNA Amp_NUP98_11p13_mRNA Amp_PAFAH1B2_11p13_mRNA Amp_PBX1_1q23.3_mRNA Amp_PCSK7_11p13_mRNA Amp_PDE4DIP_1q23.3_mRNA Amp_PICALM_11p13_mRNA Amp_POU2AF1_11p13_mRNA Amp_PRCC_1q23.3_mRNA Amp_RPL10_Xq28_mRNA Amp_SDHC_1q23.3_mRNA Amp_SDHD_11p13_mRNA Amp_TERC_3q26.2_mRNA Amp_TPM3_1q23.3_mRNA Amp_WT1_11p13_mRNA Del_ANKS1B_12q23.1_mRNA Del_ARID1A_1p36.11_mRNA Del_ATP1A1_1p13.2_mRNA Del_AXIN1_16p13.3_mRNA Del_BCL2_18q22.3_mRNA Del_BTG1_12q23.1_mRNA Del_CARS_11p15.4_mRNA Del_CCDC6_10q21.1_mRNA Del_CDKN2A_9p21.3_mRNA Del_FAT1_4q34.3_mRNA Del_FGFR1_8p12_mRNA Del_FSTL3_19p13.3_mRNA Del_GOPC_6q16.3_mRNA Del_GPHN_14q23.3_mRNA Del_HOOK3_8p12_mRNA Del_HRAS_11p15.4_mRNA Del_KDM6A_Xp11.3_mRNA Del_LRP1B_2q22.1_mRNA Del_MAP2K4_17p12_mRNA Del_MPHOSPH8_13q12.11_mRNA Del_NCOA4_10q21.1_mRNA Del_NRAS_1p13.2_mRNA Del_PARK2_6q26_mRNA Del_PPP2R2A_8p12_mRNA Del_PRDM1_6q16.3_mRNA Del_PRKG1_10q21.1_mRNA Del_PTEN_10q23.31_mRNA Del_PTPRD_9p23_mRNA Del_RB1_13q14.2_mRNA Del_RET_10q21.1_mRNA Del_ROS1_6q16.3_mRNA Del_SMAD4_18q21.2_mRNA Del_SMYD3_1q44_mRNA Del_STK11_19p13.3_mRNA Del_TCF3_19p13.3_mRNA Del_TRIM33_1p13.2_mRNA Del_WHSC1L1_8p12_mRNA Del_WRN_8p12_mRNA Del_ZMYND11_10p15.3_mRNA TCGA-2H-A9GF 67 1 784 NA esophagus stage iii t3 n1 m0 male 2001 no NA esophagus adenocarcinoma, nos NA r1 7 NA NA 1 1 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 4 4 0 0 0 0 0 4 0 0 4 0 0 4 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.01952e-05 3.225011e-06 23.7373737373737 3.78787878787879 44.1919191919192 19.1919191919192 9.09090909090909 NA 10.64438529 10.24658373 6.34895649 12.32889000 7.48188821 10.15300968 9.49038882 5.72302059 10.16576060 2.90673670 -1.61661365 7.62396340 -0.61683488 NA 9.62071048 -0.61683488 12.95977782 -0.61683488 5.34895472 -0.61683488 11.75603690 17.98557893 0.70513747 9.24348296 5.64995741 8.21289467 4.06181075 NA 0.70513747 14.42299051 9.52272315 14.76977551 9.78976478 7.42756595 8.55190663 12.32916425 0.38316512 10.09268646 10.92251245 10.82144388 12.31270765 10.25469206 11.06375113 3.19052005 -0.61683488 3.55310242 10.81179371 12.21891633 5.01252845 11.32733482 10.86367430 -0.03179863 12.77192912 9.07502876 2.19052005 10.31575573 9.14222783 9.14721408 5.37185504 12.39046195 NA 9.18083336 10.27495558 6.22237568 8.22641749 9.76849500 1.38316512 10.35327774 11.31796844 11.90869265 7.81362409 10.23613429 NA 4.24115375 13.13330305 11.07295148 -1.61661365 6.48120367 NA 9.19615136 6.21606096 8.95871104 9.03063017 9.98681209 -0.0492890 0.0000000 0.4605500 0.0129340 0.0709600 0.0489720 -0.4314800 0.0218840 0.4686100 -0.4241800 1.3097000 -0.4295300 0.3545900 -0.9676000 0.6564500 0.5008200 -0.0388810 0.0434400 -0.0666540 -0.4545800 0.0830290 -0.9281500 0.5565500 0.4966600 3.6569000 -0.2662500 0.0267950 -0.5254200 -0.2204700 -0.0492890 0.0000000 0.4556400 0.0782940 0.0937660 0.0467000 0.0143300 0.0143300 0.1158000 -0.9202500 -0.9473000 -0.8666400 -0.4017400 -0.4345300 0.4797600 -0.4144300 -0.4537700 -0.4416700 -0.4624400 -0.4700300 -0.9676000 -1.2929000 -1.2929000 -0.4755400 0.5827400 0.2347300 -0.4591800 0.0154440 -0.0245240 -0.4242900 -0.4528600 -0.9671700 3.6569000 -0.0087146 0.4947600 -0.0380340 -0.0738770 -0.5265500 -0.0308130 -0.2662500 -0.4575800 -0.4575800 -1.0044000 -0.5254200 0.4696400 -0.9482400 -0.4870100 -1.0119000 -0.1549000 -0.1549000 -1.2929000 -0.1737300 -0.459 -0.459 0.000 0.000 -0.455 0.000 -0.471 0.000 0.000 0.000 0.000 -0.495 0.000 -0.428 -0.428 -0.525 -0.525 0.000 0.000 0.413 0.413 -0.487 -1.029 0.000 0.000 0.000 0.000 -0.905 -0.431 0.000 0.000 0.469 -0.414 1.264 -0.442 -0.408 -0.408 -1.293 -1.293 -0.174 -0.174 -0.459 -0.459 0.000 0.000 -0.455 0.000 -0.471 0.000 0.000 0.000 0.000 -0.495 0.000 -0.428 -0.428 -0.525 -0.525 0.000 0.000 0.413 0.413 -0.487 -1.029 0.000 0.000 0.000 0.000 -0.905 -0.431 0.000 0.000 0.469 -0.414 1.264 -0.442 -0.408 -0.408 -1.293 -1.293 -0.174 -0.174 8.156311 11.121053 7.670884 8.984014 7.041383 10.971886 7.838499 9.035120 9.227878 5.394398 4.055595 7.446567 4.809435 10.401024 11.104698 11.119785 9.143659 11.976563 9.790971 8.770112 8.783827 4.649960 7.121264 10.687523 9.869791 9.569286 12.834383 6.454635 10.980016 10.424831 7.951128 2.083622 8.749494 10.971886 3.356778 NA 13.170768 11.145346 6.062653 1.705093 6.654635 9.644679 9.847718 8.699453 10.503086 11.344802 NA 11.969660 8.599918 11.745664 9.164532 9.383172 -1.616614 5.883017 12.584607 7.816924 9.383172 8.377525 11.380704 12.70023108 10.14887235 10.15300968 -0.61683488 10.30054395 7.60717346 9.07665876 10.31130897 10.84413956 12.16155704 7.34895649 10.18972142 7.73190007 10.32605281 10.85001302 8.45865104 9.48120387 11.50826235 10.62985310 12.08350316 17.98557893 11.23940282 8.62157646 3.51245446 7.15135655 8.86295221 7.89887161 12.67009052 9.58957569 9.37893899 5.70509875 12.29615469 10.25469206 NA 9.02522346 14.65494323 9.90722373 12.80457925 10.05471284 11.64011761 7.55559915 11.92014749 -0.03179863 13.34468438 12.46573673 9.41245913 9.78511795 9.86736029 10.53387108 12.26781936 5.42756595 9.99604026 12.02587339 9.94970155 10.41245902 1.96812763 12.23706613 2.08362186 0.7251740 12.3288900 15.5589332 10.4217479 6.4706345 9.9746942 10.3113090 11.8794015 2.9067367 13.7968328 9.0555972 8.5405186 9.7111679 8.9135782 10.0814424 7.8988716 10.0247721 -0.6168349 9.4289315 9.2900624 12.8288980 11.1854863 2.3831651 9.7920323 8.7989137 4.8909671 10.2749556 6.2223757 9.7684950 5.0696721 3.1380608 10.2361343 8.1743345 9.5612142 11.5782364 11.5174377 9.1775877 8.9165014 10.0595697 TCGA-2H-A9GG 66 1 610 NA esophagus stage iii t3 n1 m0 male 1999 no NA esophagus adenocarcinoma, nos NA r1 4 NA NA NA 1 NA NA 1 1 1 1 1 1 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 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 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 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5.513729e-06 1.733877e-06 14.4186046511628 2.7906976744186 38.1395348837209 18.1395348837209 26.5116279069767 -1.2539453 9.2986798 9.9438418 6.1554011 12.2142529 7.4020067 10.4060066 9.0713162 6.7700427 10.5969789 10.7821844 3.5533605 8.4077887 1.0679140 3.3898696 10.8807130 -0.2539453 11.8747720 0.7459687 5.0314128 7.2095352 11.5836387 9.1606959 3.7002066 9.4525067 6.7290048 9.4368818 5.6497735 NA 7.3753670 15.2980644 9.7676848 15.0243762 8.1403876 8.5025669 8.2378639 11.6483859 NA 10.1848026 10.8424459 10.8083942 12.0272163 13.9986392 10.9527198 2.7460117 0.7459687 7.9891850 11.3912188 11.6909589 5.3158669 9.2328456 11.7328536 8.0588939 11.6181084 8.8228264 4.3005997 9.2033916 8.3422005 9.6581517 7.4360086 13.1276889 -0.2539453 11.1612244 10.4828355 9.2398663 8.9927514 9.4958802 3.7002066 10.7907464 11.8224923 12.4871617 10.6078731 10.7168357 0.7459687 -1.2539453 10.9361440 10.7081838 NA 8.8778678 1.7460117 9.7410712 6.5725593 8.8830018 3.6039883 9.0129611 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.9915635 12.0440733 6.6767484 9.4866347 7.4773300 10.2368616 8.1701770 9.5183252 8.7835578 6.9058816 5.4042219 7.7375326 8.7117950 10.0549186 9.1868798 10.3201312 9.0880520 10.3997515 10.6055455 7.2418659 8.4450798 5.5273707 9.3243833 2.3309599 8.4024357 9.6400706 11.7482984 8.8881176 11.4630616 10.1013618 8.2398663 3.9159319 6.3753679 10.2368616 7.3982460 8.5191499 11.0537808 10.4412390 8.9542452 2.2054551 6.7232910 9.0198064 9.9128015 9.9885894 9.9706154 10.5525604 -0.2539453 11.9148395 8.4166671 10.7780564 9.1680756 9.3643962 5.7002066 10.1318732 11.3787788 8.5101359 NA 7.6132893 9.3907683 11.940460 11.482201 10.406007 1.746012 12.181030 8.881720 6.812100 9.876581 9.658900 10.514944 7.323439 9.698024 8.191026 12.835130 10.139401 8.217686 9.193094 11.037181 8.673715 10.765254 9.160696 10.392569 9.369892 6.425491 7.880437 11.813613 8.895758 10.765949 8.614833 9.025621 4.031413 11.809743 13.998639 NA 8.285170 17.521680 8.127554 14.310994 9.973627 13.579741 7.285169 10.534729 1.746012 13.030269 11.254796 8.414896 11.547315 9.605670 11.703657 12.068361 8.944456 10.216161 12.409636 10.154340 10.356113 2.205455 12.559491 NA 5.3753662 12.2142529 12.9340586 9.9246756 8.7999366 12.0363176 9.8765813 10.5265505 10.7821844 11.5932639 9.8759376 7.7403643 10.4615438 8.7189904 11.3519532 8.8957579 10.7498800 0.7459687 9.5125396 11.2288187 12.2266747 10.0457912 5.5533666 9.0253428 10.0039878 6.1972226 10.4828355 9.2398663 9.4958802 11.9146828 2.3309599 10.7168357 10.2242747 9.8414077 9.8414077 10.7801219 9.7808097 8.0791663 11.0319908 TCGA-2H-A9GH 44 1 951 NA esophagus stage iib t1 n1 m0 male 1998 no NA esophagus adenocarcinoma, nos NA r0 1 NA NA 1 1 NA NA 1 1 1 2 1 2 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 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 4 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 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 6 0 0 0 0 0 0 0 0 0 7 0 0 0 6.588733e-06 2.045975e-06 17.7865612648221 5.13833992094862 43.0830039525692 20.9486166007905 13.0434782608696 NA 10.2149270 10.9293661 6.4782551 11.6245986 8.4028134 10.2263667 9.4409748 5.9703958 9.8997197 10.7177911 -1.4583860 7.6734752 NA NA 9.7456083 -1.4583860 13.3079165 0.1265765 2.7895415 NA 12.1254059 12.1930061 NA 8.8362388 7.0494130 8.3473618 0.5416140 NA -1.4583860 14.0824120 8.9845614 14.6663308 10.5649634 7.8947650 8.2404269 11.8758913 2.1265765 10.7562406 11.8638321 11.3469588 12.3707461 10.2002758 12.3592013 2.4485046 0.1265765 5.5416171 10.8063538 11.1377518 3.0651759 8.5486451 11.4308520 0.5416140 10.8396805 7.6527539 0.5416140 10.1503349 9.5409134 9.2254899 6.3933664 12.9280194 NA 9.2763275 10.7351434 4.1854781 9.1800538 11.7911759 0.1265765 10.4439931 14.2262297 11.3309478 6.9123050 9.1434166 NA 3.2965015 12.0699500 8.4073515 NA 8.1114737 1.7115390 10.0269442 6.0573181 8.5941861 6.9253218 9.9403991 -0.2847800 0.9247200 0.4327700 0.0367940 0.0367940 0.4715200 -0.4097000 0.0112610 0.0485460 0.5042900 0.0154470 2.2439000 -0.3897300 0.0804560 3.6569000 -0.1751200 0.7873600 -0.4271900 0.0579390 -0.9201700 0.0287630 0.2911500 -0.1052600 0.0562280 0.0363700 0.0331270 0.0331270 3.6569000 -0.0509110 -0.2655200 0.2079400 0.3541400 0.0367940 0.0086135 -0.0396650 -0.0396650 -0.0396650 0.4742600 0.5816600 0.0000000 -0.4097000 0.0342540 0.0112610 0.0535210 -0.0276710 0.4804500 -0.0863860 0.0273570 -0.3897300 -0.4007700 -0.4590700 -0.4486800 -0.0902290 -0.0826680 -0.0826680 -0.0826680 -0.4206800 0.4250300 -0.4260400 0.7637000 0.2964400 0.2722300 -0.4892100 0.0562280 0.0342540 -1.0519000 -0.0037395 -0.0681270 0.0331270 -0.9222700 -0.9222700 -0.4801500 -0.3996400 0.3109700 0.0303100 0.0303100 -0.4289800 -0.0217840 -0.0217840 -0.0645880 -0.0509110 0.000 0.000 -0.421 0.000 -0.382 -0.382 0.302 0.000 0.000 0.000 -0.404 0.000 0.000 0.000 -0.423 -0.389 -0.389 0.000 0.000 0.311 0.470 0.000 -0.426 0.000 0.000 0.474 0.474 0.000 0.000 0.000 0.000 0.504 0.504 0.000 0.000 0.000 0.000 -0.449 -0.209 0.000 0.000 0.000 0.000 -0.421 0.000 -0.382 -0.382 0.302 0.000 0.000 0.000 -0.404 0.000 0.000 0.000 -0.423 -0.389 -0.389 0.000 0.000 0.311 0.470 0.000 -0.426 0.000 0.000 0.474 0.474 0.000 0.000 0.000 0.000 0.504 0.504 0.000 0.000 0.000 0.000 -0.449 -0.209 0.000 0.000 8.296506 10.061254 2.863542 4.863547 5.951010 9.925862 4.495817 10.079807 9.738220 5.336033 6.348972 6.765620 5.214043 8.278020 9.756544 10.749547 10.606994 11.947823 11.894765 8.911215 9.526976 5.701488 8.619769 6.374507 9.092634 10.750157 11.656336 5.214043 11.547653 10.184572 8.023417 2.711539 9.456003 9.925862 6.239071 -0.458386 11.802244 9.809575 7.442485 1.126576 6.178243 6.840826 9.321337 8.047429 10.183218 10.129864 -1.458386 13.342518 9.436436 10.754418 8.067139 9.289811 0.541614 5.575040 13.931451 8.698914 NA 6.228118 10.969978 12.228884 10.221098 10.226367 NA 9.484132 10.952864 8.640966 9.270389 10.261862 10.253285 12.325026 9.905753 7.974160 13.629122 10.061746 8.098124 9.559122 11.511724 9.561153 11.739142 12.193006 9.698333 8.912305 6.119047 7.405804 11.493631 7.631731 11.260151 8.895867 8.983525 3.001046 11.574525 10.200276 NA 6.836238 16.502405 8.933936 12.860302 9.969455 14.321414 9.296506 12.077622 -0.458386 12.269036 11.312901 9.407351 11.070072 10.546506 10.838821 12.356401 7.329521 10.646872 12.872158 10.985598 11.642773 1.711539 13.320362 1.348969 0.5416140 11.6245986 14.8724120 9.8770083 6.2140432 11.0051424 9.2703888 11.8281758 10.7177911 12.7680302 8.7177912 9.2131592 10.4589155 9.1095739 10.5281711 7.6317307 10.6376743 0.1265765 9.7954655 10.4939952 12.6823679 11.6942197 3.3489689 10.3242068 8.9350085 6.2140432 10.7351434 4.1854781 11.7911759 2.4485046 7.9657843 9.1434166 8.3681664 9.4173673 10.6247648 11.1183385 10.2860314 8.2627174 11.0573179 TCGA-2H-A9GI 68 1 435 NA esophagus stage iii t3 n1 m0 male 1999 no NA esophagus adenocarcinoma, nos NA r0 4 NA NA 1 2 2 2 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 1 4 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 4 0 6 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 8.669386e-06 2.670171e-06 19.578313253012 6.02409638554217 37.9518072289157 29.5180722891566 6.92771084337349 NA 10.0014773 9.3860929 5.4187836 11.2720651 7.4487878 10.2912421 9.1797088 5.5038766 7.8149861 2.7783348 1.2758414 7.2758275 0.2758414 NA 10.8695481 NA 13.2147205 NA 3.4457532 NA 11.3893522 14.8139149 NA 9.1171293 5.5856837 8.8843900 NA NA 1.4981998 14.9928072 9.2212710 16.5045692 8.9407364 7.9877807 7.8150374 13.6162336 NA 9.3973606 11.4571119 11.2109921 12.9279998 10.6566488 12.2085340 2.7783348 1.0127832 9.9710553 9.9304631 11.4777243 4.1171298 9.2444939 11.9543553 3.7783242 11.4594625 8.8748102 0.2758414 9.6645619 7.7676800 8.0896083 5.5856837 12.6153988 NA 9.2358290 10.1523440 2.1502997 8.8406118 11.6984175 2.0127832 10.8837738 12.9369371 9.9558935 5.4187836 10.0559348 NA 3.3347256 11.5706392 10.1787046 NA 6.2981946 1.4981998 9.6089824 3.9762628 8.6738581 8.0745691 10.0760367 -0.3468700 0.0767100 0.0842090 0.0411750 0.0411750 3.6369000 -0.3840300 0.1462200 0.4154600 0.4850900 -0.2663700 -0.2663700 0.1106200 0.1106200 0.1336200 0.4307500 0.0469810 -0.4093700 -0.0514510 0.0791590 0.0791590 0.4657600 0.0055529 0.0582240 3.6569000 -0.4066100 -0.0198630 -0.2992200 0.1882400 -0.3468700 -0.3468700 0.0842090 0.0411750 0.0411750 -0.3905100 -0.3871600 -0.3871600 -0.2537000 -0.4159700 -0.3911800 -0.8802400 -0.8626300 -0.8862700 -0.5104300 0.4850900 0.4850900 -0.2706900 -0.2834600 0.1106200 0.1106200 -1.2929000 -1.2929000 -0.4544700 -0.3560100 -0.8461100 -0.3978600 -0.4093700 -0.4099200 -0.3854500 -0.0223320 0.4075500 0.4657600 0.0055529 0.0582240 0.0260920 0.0311550 -0.0523960 -0.0201380 -0.9051800 0.4327700 -0.5048400 -0.5111500 -0.3415900 -0.3600000 0.0512450 0.0155870 -0.4323500 -0.5587700 -0.5635600 0.1550700 0.1819200 -0.398 -0.398 -0.409 0.000 0.000 0.000 0.466 0.000 0.000 0.000 0.000 0.000 0.000 -0.905 -0.511 -0.299 -0.299 -0.347 0.000 -0.357 0.628 0.000 -0.432 0.000 0.000 -0.416 -0.416 -0.814 -0.814 0.138 0.000 0.415 0.415 -0.266 -0.266 0.111 0.111 -0.362 0.000 -0.377 0.182 -0.398 -0.398 -0.409 0.000 0.000 0.000 0.466 0.000 0.000 0.000 0.000 0.000 0.000 -0.905 -0.511 -0.299 -0.299 -0.347 0.000 -0.357 0.628 0.000 -0.432 0.000 0.000 -0.416 -0.416 -0.814 -0.814 0.138 0.000 0.415 0.415 -0.266 -0.266 0.111 0.111 -0.362 0.000 -0.377 0.182 8.775673 10.726695 NA 8.204592 7.520587 6.074570 3.083179 9.186720 8.951784 5.840612 3.690864 6.820147 10.601507 8.868284 7.352643 11.030993 9.432711 10.928075 10.777664 7.665279 7.847706 4.976267 8.672432 4.938794 8.628974 10.227112 12.435173 7.057187 11.579431 10.017294 7.585682 6.966989 8.331110 6.074570 6.170806 3.150300 12.207550 10.498219 7.533215 1.498200 5.349075 6.432331 9.094942 7.083183 9.916674 10.937011 NA 11.505447 8.731154 11.705234 9.199650 10.108717 5.363290 6.021782 11.982467 8.029534 5.432331 7.398224 9.962328 12.3386602 9.7803150 10.2912421 -1.3090019 9.5573708 9.5947463 8.8149858 9.5503993 9.8966578 12.5851139 7.7993891 10.1306954 7.9923606 10.9666981 9.9208850 7.6392314 10.0323834 11.5909766 8.6666696 10.8911501 14.8139149 10.3562005 9.0105368 5.5612284 7.6479663 9.9328477 8.7229103 12.0563668 9.4119639 9.3799889 1.6908640 11.6153059 10.6566488 NA 7.9900728 15.6905851 8.1023757 13.1486943 9.4582214 12.9968550 9.0217815 9.5284926 0.2758414 11.9595308 11.5318392 9.0262548 9.7062796 11.5961933 9.9376051 12.1817154 9.9124517 10.4799906 13.1777065 10.6759950 11.5490399 3.7352622 13.6515001 -0.3091807 1.5084794 11.2720651 15.1561582 10.8437831 7.4787672 10.8626669 9.5503993 9.7980816 2.7783348 12.4396864 7.9506078 9.3562004 10.7993891 9.4582214 10.8840819 8.7229103 8.6908647 1.0127832 10.0874693 11.0694304 11.3351715 10.7957909 5.3055730 10.8963524 10.0890738 4.4457532 10.1523440 2.1502997 11.6984175 0.2758414 5.2300224 10.0559348 7.3913046 9.9687332 11.0003409 10.7819693 10.1676108 9.0734885 10.3009666 TCGA-2H-A9GJ 57 1 1781 NA esophagus stage i t1 n0 m0 male 2000 no NA esophagus adenocarcinoma, nos NA r0 0 NA NA 1 1 NA NA 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 5.513729e-06 1.317747e-06 20.7920792079208 4.95049504950495 49.5049504950495 14.3564356435644 10.3960396039604 NA 10.7416314 10.7861501 6.5247094 12.4608398 8.2296542 10.9721480 9.7990447 5.1615935 7.6082326 11.3488563 1.2862898 8.6149792 -1.7135919 -0.1287872 8.6630158 1.4562279 13.2552958 3.3737735 6.6569911 NA 12.6579447 12.8820862 1.7457536 9.0125223 2.6082415 9.0782811 -1.7135919 NA -1.7135919 14.2453779 9.0676640 14.0472985 8.6126212 7.0108179 8.0562248 14.0290084 -1.7135919 10.8724403 12.8280058 11.3209312 12.1625333 11.8772420 12.8774759 4.5342297 -0.1287872 6.5763226 11.0039806 12.4817210 2.8098671 8.0478552 12.8280675 1.8712523 9.5054728 9.0247765 2.5342360 9.8485466 9.2074012 9.1380531 4.6438562 14.7517271 1.8712523 8.3402302 10.8651486 2.8712720 8.3510470 10.5814992 0.8712917 9.7482952 10.6444059 9.9884769 5.2635828 9.6630863 NA -1.7135919 11.8440072 11.1327740 2.9433775 9.0758377 1.4562279 11.3512153 3.7781560 9.1605171 2.3737596 10.5513947 -0.0847930 0.6419400 -0.0069195 -0.0219210 0.7307600 0.7271600 0.0228650 -0.7804100 0.6840300 0.0246890 -0.0033243 0.0000000 0.0769650 3.6569000 3.6569000 -0.0349040 -0.1093300 0.6625300 -0.0403450 -0.0156040 -0.0156040 -0.4152000 0.0526680 0.4832000 0.5668500 0.0491140 2.2569000 3.6569000 0.0176840 -0.1074900 0.7307600 -0.0069195 -0.7911800 0.2854800 -0.0355850 -0.0355850 -0.0355850 0.6758600 0.7124600 -0.8003600 0.0404680 0.0255310 -0.7804100 -0.8065800 0.0349590 0.0246890 0.0000000 -0.0483420 0.0769650 -0.0066432 -0.0287650 -0.0349040 0.4578600 0.3121200 0.3121200 0.1942100 -0.0662520 -0.0260300 -0.0271240 -0.4583200 -0.4583200 -0.4152000 -0.0059522 0.4925100 -0.8501100 -0.0279450 -0.0312230 0.6264200 -0.0030475 -0.7715800 -0.7715800 0.0310140 -0.2163900 -0.0094046 -0.0053992 -0.0053992 -0.1354900 0.0154470 0.0154470 -0.0231550 0.0185230 0.312 0.312 0.000 0.000 0.000 0.000 -0.415 0.000 0.000 0.587 0.000 0.000 0.000 0.000 0.000 0.272 0.489 0.000 0.000 0.000 0.647 0.000 -0.126 0.000 0.000 0.000 0.727 -0.756 -0.756 -0.780 -0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.000 0.000 0.000 0.000 -0.415 0.000 0.000 0.587 0.000 0.000 0.000 0.000 0.000 0.272 0.489 0.000 0.000 0.000 0.647 0.000 -0.126 0.000 0.000 0.000 0.727 -0.756 -0.756 -0.780 -0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.2361309 9.2118586 1.2862898 5.6613449 5.8485478 9.8475922 3.8712621 10.1845276 8.6548107 6.4612306 4.4761289 6.9301601 9.0420262 9.6967555 10.9227022 11.2386814 10.9264678 12.3063292 11.2589251 9.0286136 9.9865142 6.3523931 7.8542600 1.7457536 9.3154326 12.0591342 11.4136537 9.9675426 11.1175223 11.1368818 7.4686982 1.9867386 2.7457321 9.8475922 5.0297930 -0.1287872 10.7963266 9.7046839 5.0277733 -0.1287872 4.4957591 7.1349273 9.4872027 7.1160268 11.2887676 10.5630102 NA 11.5107581 8.1317942 11.3706143 9.3313812 9.7193679 2.1932040 8.7104703 13.2703220 7.9606553 5.1689468 4.8254651 9.7094201 12.4721862 10.8083953 10.9721480 NA 10.1662703 10.2306502 7.8098659 10.1662703 10.8113355 13.8717450 10.9083560 8.4785969 7.7498285 14.1428756 10.6724361 7.4884282 9.1255080 11.4789052 10.6843959 11.6541284 12.8820862 10.9585085 7.8176859 3.2404975 6.6261544 11.8093760 7.8899304 11.1394188 12.4616198 8.7569632 1.0936278 12.0934578 11.8772420 0.6082415 6.1191943 14.5641520 8.5647535 14.1696634 10.0298763 14.7625757 8.6127336 13.2702775 1.6082415 12.9953357 12.2919287 9.6700084 11.8616071 10.7304417 10.7819094 12.0668440 6.8523585 10.9283559 12.2512830 10.6476997 10.7403464 1.8712523 12.9613240 2.8712720 1.4594316 12.4608398 16.2913397 9.3928671 6.3361530 11.3525616 10.1662703 11.4041096 11.3488563 14.1912680 7.8917837 9.6882503 10.2477539 8.8722058 11.8259477 7.8899304 10.5900849 -0.1287872 8.5866567 9.5431026 12.8237046 11.8000318 2.6082415 10.4328729 10.3419256 7.6656827 10.8651486 2.8712720 10.5814992 3.8712621 8.7630503 9.6630863 6.5670754 10.0799075 10.9714910 11.2648359 10.3045043 8.7528904 11.1506838 TCGA-2H-A9GK 43 1 232 NA esophagus stage iii t3 n1 m0 male 2000 no NA esophagus adenocarcinoma, nos NA r0 3 NA NA 1 2 NA NA 1 1 1 1 1 1 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 4 0 0 0 0 1 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 7 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 9.987132e-06 3.155656e-06 16.4490861618799 2.34986945169713 40.9921671018277 24.5430809399478 15.6657963446475 NA 9.8668077 10.3161434 5.3809787 11.9181967 7.6730850 10.0005870 9.3390476 5.6415056 9.7429221 9.2201822 -1.2039007 7.7531178 NA 0.3809510 10.3527710 2.4964623 13.6309075 -0.2040669 3.0439394 NA 11.8168222 11.7682777 -0.2040669 9.5154046 6.4754951 9.5855494 1.4467856 1.6033593 2.7029013 14.5003788 8.8768334 14.4481306 7.2136156 9.5831021 7.1623380 13.5819280 -1.2039007 10.1452971 11.6389083 11.5033750 12.5369561 11.1117315 12.4518819 3.3195746 NA 11.1931556 11.4761555 11.9553227 7.4217249 7.9432210 11.7809291 1.1179610 11.9742138 8.3214975 1.6033593 10.0894874 10.0767866 9.1369786 7.6755993 14.4696010 NA 7.5871789 10.8315023 5.3195782 8.3837371 10.5076828 1.6033593 10.1628845 11.0837282 11.1764769 7.7704307 9.2571679 1.6033593 4.0054719 12.3866029 9.1634306 NA 7.7589121 0.7960162 9.8907534 5.9956880 8.5324179 4.1179443 9.6883537 -0.117430 0.087534 -0.032723 0.016565 0.016565 1.160600 -0.086651 -0.159240 2.402700 -0.369290 0.108180 0.076854 -0.023566 -0.023566 0.466050 0.022444 -0.067190 0.129030 -0.052936 0.106430 0.108710 -0.446310 -0.139600 0.379240 0.056228 0.156210 0.156210 0.410280 0.000000 -0.117430 -0.624840 -0.032723 0.016565 0.016565 -0.098418 -0.098418 -0.098418 0.284850 1.160600 -0.086651 -0.576940 -0.086651 -0.148240 -0.207470 0.299790 0.313540 -0.395420 -0.395420 -0.023566 -0.023566 -0.498710 -0.498710 0.034254 0.034254 0.034254 0.034254 0.079868 -0.111910 0.072540 -0.446310 -0.446310 -0.446310 -0.166370 -0.498190 -0.137160 -0.963950 -0.375720 0.518390 0.156210 0.156210 -0.882480 -0.619970 -0.208090 0.126530 -0.318670 -0.325880 -0.188730 -0.036129 0.000000 0.000000 0.000000 0.000 0.000 0.000 0.000 0.106 0.106 -0.446 -0.140 0.395 -0.137 -0.137 -0.376 0.000 0.156 0.156 -0.208 0.202 -0.117 -0.117 0.000 0.127 -0.319 -0.189 0.000 0.000 0.000 0.291 0.000 0.000 -0.148 -0.148 0.300 0.300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.106 0.106 -0.446 -0.140 0.395 -0.137 -0.137 -0.376 0.000 0.156 0.156 -0.208 0.202 -0.117 -0.117 0.000 0.127 -0.319 -0.189 0.000 0.000 0.000 0.291 0.000 0.000 -0.148 -0.148 0.300 0.300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.039190 9.886790 7.886128 6.432640 6.840410 7.506822 5.482516 8.079104 8.959666 5.454229 5.726752 7.153568 8.638366 8.155765 10.104924 12.359450 11.579100 12.837589 12.123849 8.388473 8.391273 5.914957 8.914957 -1.203901 8.692348 10.767200 12.143914 9.176477 11.334493 10.550068 7.496455 1.117961 10.113994 7.506822 7.448646 0.380951 11.685139 11.684949 6.970941 2.603359 4.702907 6.015185 9.732654 6.690833 11.426283 11.269722 NA 11.845013 8.805844 12.062363 9.113428 9.537483 2.702901 7.968443 12.487214 8.411259 NA 10.003030 10.606989 12.7195290 9.7297066 10.0005870 -0.2040669 9.3234928 12.5772731 8.1246905 10.3355818 10.6383662 12.3625456 6.6477649 10.3549148 7.7297064 12.5850400 10.6049800 8.4344518 9.3244700 11.0601652 9.9187339 10.5387463 11.7682777 10.7839904 8.0997965 7.5475601 9.1656133 9.7333896 8.6193829 10.4299193 10.0072957 8.4874803 4.2554479 12.0097276 11.1117315 -1.2039007 8.6862803 16.5550754 9.2978531 13.6400350 9.4344518 14.0450181 6.2306449 12.9872293 4.2222791 12.5748538 11.8583993 9.2727620 8.1623380 10.5686438 10.6896966 12.5693611 11.6117994 10.4912441 12.4360404 10.1486111 10.2544224 2.1179277 13.7954874 NA 1.129415 11.918197 13.611093 10.520103 8.279832 12.084594 10.335582 11.012762 9.220182 13.814477 10.139757 7.632066 9.659203 8.423550 11.074465 8.619383 9.681712 NA 9.400569 9.488631 12.297355 10.439421 4.439869 10.587993 11.673492 6.812824 10.831502 5.319578 10.507683 2.883484 2.496462 9.257168 7.279832 9.993847 10.586772 10.059872 10.321047 8.289871 10.486887 TCGA-2H-A9GL 74 1 180 NA esophagus stage iii t3 n1 m0 male 2000 no NA esophagus adenocarcinoma, nos NA r1 2 NA NA 1 2 3 3 1 1 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 7.975835e-06 2.25404e-06 12.7946127946128 4.04040404040404 32.6599326599327 33.3333333333333 17.1717171717172 0.08161232 9.95043634 10.33388501 6.43916599 12.57871712 7.28621767 10.62432319 8.96017574 6.79970125 10.37355186 10.86515770 NA 8.48675539 1.30398527 -1.50348652 10.68209042 1.30398527 12.48325597 0.08161232 2.66657482 NA 12.24955452 9.55531961 4.11136523 9.34214135 7.64639814 9.15218190 3.27117166 -1.50348652 9.61688917 14.59163612 10.41551447 15.30763540 10.19344491 8.90604216 8.03005903 11.83580536 -0.50328201 10.39563042 11.82265933 11.10882865 13.07543670 11.96068643 11.09190871 3.08161232 1.49666686 7.77973971 10.85722408 12.33809965 6.34214047 9.83872586 11.78421502 2.66657482 11.06460731 9.35183126 4.35463552 9.55869736 9.38234756 9.64576325 7.93544325 13.39666895 1.08161232 10.36624516 10.63620262 5.16907516 9.67699565 10.80896699 4.42739163 9.62271040 11.78263139 11.90511371 10.48958960 11.08345586 -1.50348652 7.10027757 11.05507198 9.09749334 2.16340212 7.39751806 0.81860518 9.61104435 6.63107808 9.92134245 6.45084833 9.62354921 0.061794 0.056370 -0.096521 0.032650 0.032650 0.310650 -0.344690 1.336600 0.026514 0.091155 0.561700 -0.256110 -0.478600 -0.172590 3.656900 0.327850 0.196190 -0.288810 -0.412510 0.587750 0.083776 0.201980 0.128450 -0.457470 0.091155 -0.323910 -0.323910 0.064940 2.365700 0.078917 0.056370 -0.096521 0.032650 0.026252 -0.276670 -0.276670 -0.764240 0.000000 0.150240 -0.344690 -0.344690 -0.333690 -0.456630 0.023426 0.026514 0.091155 -0.256110 -0.155150 -0.478600 -0.478600 0.328180 0.195210 -0.795700 -0.236670 0.368210 -0.484180 -0.459290 -0.968320 0.089851 0.391470 0.273790 0.201980 0.097333 -0.457470 -0.449960 -0.480600 -0.506810 0.091155 -0.323910 0.221290 0.221290 0.137710 0.022164 2.011100 -0.740980 -0.291180 -0.247400 -0.053206 -0.092345 -0.092345 -0.098509 -0.226 -0.484 -0.413 -0.413 0.000 0.000 0.202 0.106 -0.457 -0.450 -0.450 -0.507 -0.507 -0.152 0.172 0.000 0.000 0.000 0.000 1.942 0.000 -0.498 -0.242 0.000 0.000 0.000 0.000 -0.345 -0.345 1.723 0.000 0.000 0.000 0.562 -0.047 -0.479 -0.123 0.200 0.200 0.000 0.000 -0.226 -0.484 -0.413 -0.413 0.000 0.000 0.202 0.106 -0.457 -0.450 -0.450 -0.507 -0.507 -0.152 0.172 0.000 0.000 0.000 0.000 1.942 0.000 -0.498 -0.242 0.000 0.000 0.000 0.000 -0.345 -0.345 1.723 0.000 0.000 0.000 0.562 -0.047 -0.479 -0.123 0.200 0.200 0.000 0.000 9.83872586 11.24693953 4.45084833 9.65336640 6.98449138 11.77088379 6.33585480 7.61818505 8.78551720 6.06650687 5.32953984 8.24484426 10.24861370 9.60713461 10.84454941 10.83594460 9.09456413 10.32756252 10.15575518 7.69632356 8.92535683 5.83650235 9.89057787 -1.50348652 9.40203825 11.43678128 12.86679374 8.56542962 11.23872698 10.01136537 8.37623437 4.11136523 8.16198742 11.77088379 7.03840655 8.24148509 11.10398158 10.66688935 8.69877515 2.88896724 6.60517576 8.68276535 10.37240062 8.93127943 10.04691704 10.98725150 -0.50328201 11.83594456 7.58676399 10.96068640 8.51067161 9.86023857 5.21089534 9.16464978 11.61429437 8.53423945 0.08161232 9.30320081 8.99948313 12.15408139 9.74635728 10.62432319 0.08161232 10.05602840 9.59204828 8.38995264 9.72785444 10.09749334 10.50165470 8.41402345 10.09144239 8.11503689 12.26027861 10.04113276 8.31363496 8.68400342 11.19795770 11.11495876 11.29815756 9.55531961 10.29714681 7.92291616 5.40354042 8.66281433 10.17613138 8.08723846 10.23558790 11.39449673 9.14949615 3.88896724 11.26380116 11.96068643 0.08161232 7.96832638 16.81745067 8.98950577 12.84468778 9.47106590 10.74131243 9.10305643 11.20831826 2.19707905 12.81012175 11.37604305 8.61429427 10.93049748 9.22648445 11.54241090 11.98260633 8.67157680 10.15486278 12.01320572 9.61104435 10.29269089 3.02021771 12.90106109 -0.50328201 3.365049 12.578717 13.481510 9.088174 9.460992 12.360450 9.727854 11.093307 10.865158 12.338707 9.238118 7.459547 11.078770 9.819599 11.309831 8.087238 9.739230 1.496667 9.036779 10.918190 12.623840 11.053157 6.284553 10.349961 10.090976 6.836501 10.636203 5.169075 10.808967 8.124185 4.541044 11.083456 7.210896 9.867339 11.055550 11.423688 11.154416 9.408043 10.620449 TCGA-2H-A9GM 53 1 424 NA esophagus stage iib t1 n1 m0 male 2000 no NA esophagus adenocarcinoma, nos NA r0 1 NA NA 1 1 NA NA 1 2 1 1 1 1 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5.687117e-06 1.872587e-06 20.2702702702703 3.6036036036036 47.2972972972973 18.018018018018 10.8108108108108 NA 10.3090128 10.2036941 5.3517944 11.8132223 7.5198399 10.0427185 9.3288865 4.8372217 9.5941536 8.5929137 0.4092551 7.9503751 1.8687263 3.4092823 10.1997489 2.7312050 12.6903266 NA 4.5385630 NA 12.2277605 11.8886796 NA 8.9542426 6.6666657 9.0036028 6.1608214 2.9942358 4.8186716 13.6392236 8.6900490 13.8395609 8.5486890 7.6452924 8.0477325 13.5963209 9.8323942 9.7474576 11.6060156 10.7544062 12.3644741 11.0832497 12.3644741 3.7312050 0.4092551 6.6380970 10.7613217 11.5525913 6.2919221 9.2750115 11.9400991 NA 12.1850942 8.7136182 0.4092551 9.8794287 8.4064576 9.5507468 7.4993907 13.6050733 0.7311832 8.6223824 10.5561651 6.2547679 8.7668303 11.5030259 2.1097283 9.9484370 10.2073449 10.2827223 7.6308656 9.5836484 -1.5907449 6.4914266 11.1374113 11.3103336 -1.1791879 6.3221679 5.9484373 9.8392080 5.0674881 8.4900959 9.1624951 9.9502877 -0.1536200 1.4176000 1.5039000 0.3601100 0.3873300 -0.1264800 -0.2635400 -0.5130000 3.6569000 0.1577100 0.8627500 -0.2352100 -0.5136200 0.9727500 3.6569000 0.0297470 0.0095883 -0.0553030 -0.0553030 -0.2175000 -0.2175000 0.1316900 -0.0674580 0.0372800 0.8206800 0.3711700 3.6569000 0.0946370 0.0324220 -0.1536200 -0.1154800 1.1316000 0.3601100 0.3873300 -0.1092000 -0.1092000 -0.1092000 -0.1264800 -0.1264800 -0.6795800 -0.2635400 0.0000000 -0.2624000 -0.4335500 0.2283900 0.1410200 -0.0653130 0.0348180 -0.5461900 -0.5136200 0.4866400 0.0303100 0.4818200 -0.3551000 -0.3551000 -0.3551000 -0.0553030 -0.0020784 -0.2175000 0.1272700 0.1272700 0.1316900 -0.0674580 0.0372800 -0.1609000 -0.5222500 -0.7503700 0.0676610 2.5130000 0.1870700 -0.9363700 1.4747000 -0.2581700 0.7856200 -0.4165200 -0.4165200 -0.3025200 0.0597360 0.0324220 0.0324220 0.0324220 0.500 0.145 0.000 0.000 -0.218 -0.218 0.132 0.000 0.000 -0.058 0.103 0.000 0.000 1.398 1.398 0.000 0.000 0.298 0.413 1.222 1.222 -0.417 -0.295 0.209 0.360 -0.126 -0.126 -0.238 -0.238 -0.494 -0.194 3.657 3.657 0.828 0.000 -0.313 0.200 0.000 0.000 0.000 0.000 0.500 0.145 0.000 0.000 -0.218 -0.218 0.132 0.000 0.000 -0.058 0.103 0.000 0.000 1.398 1.398 0.000 0.000 0.298 0.413 1.222 1.222 -0.417 -0.295 0.209 0.360 -0.126 -0.126 -0.238 -0.238 -0.494 -0.194 3.657 3.657 0.828 0.000 -0.313 0.200 0.000 0.000 0.000 0.000 9.6583916 8.3634747 4.7130579 8.5059933 6.4092789 9.0368121 5.8271305 8.8037411 8.9648260 6.6235977 4.8186716 7.2949745 9.7446685 9.2680364 10.1342184 11.0249078 10.6513716 10.9239923 10.6368942 8.6795737 8.5123170 7.4481973 8.0567369 2.9328360 9.6132379 11.9871791 11.2686189 8.0404552 11.8291634 10.5504274 7.8707574 3.6572055 10.8337070 9.0368121 5.9068906 0.7311832 10.5082972 11.6874373 5.9638671 1.8687263 5.5590267 6.9904784 9.6766502 7.9561728 10.5722989 10.7799656 -0.5907449 12.0921631 8.7513529 11.2880955 9.6476829 9.8037409 5.9942403 9.1889975 12.1201922 8.2307813 7.5308121 9.0834706 9.3184212 12.629883281 10.878156773 10.042718473 -1.590744853 10.366380249 9.417706762 8.074614075 9.732332974 10.510268978 13.202525898 7.102765196 10.594773113 7.386558349 13.092821182 10.198404277 8.165834578 9.564728929 11.505499217 9.936080627 11.348306403 11.888679597 10.690338868 8.749128285 3.579204289 8.461846111 8.670197700 8.917072768 10.923252526 10.351792726 9.087719798 3.216625588 11.430431747 11.083249741 -1.590744853 7.926947655 16.984679979 8.629656422 13.808823196 9.627841541 14.219498384 8.585451206 11.402924276 -0.005782353 12.653558057 11.565203254 9.087878352 10.927685532 9.795496346 10.925470694 12.246807626 6.779966184 10.556165075 12.566489350 10.909373200 10.802132295 1.731226696 13.178754534 -0.590744853 2.1141338 11.8132223 14.7083719 9.9155859 9.6482799 10.6990090 9.7323330 11.1125329 8.5929137 13.2193477 9.2222578 9.6772353 10.4685483 8.7723179 11.5890319 8.9170728 9.7295147 0.4092551 9.2865624 10.2314506 11.6463388 11.3591049 3.2672661 10.2077500 10.0096558 6.8439060 10.5561651 6.2547679 11.5030259 2.7312050 2.8015933 9.5836484 8.1591478 10.3221676 10.6485784 11.0029028 10.2610272 8.2246616 11.5000523 TCGA-2H-A9GN 70 1 272 NA esophagus stage iii t3 n1 m0 male 2000 no NA esophagus adenocarcinoma, nos NA r0 5 NA NA 1 1 NA NA 1 1 1 1 1 1 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 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 4 0 4 0 0 0 0 7 0 0 4 0 0 0 4 0 0 0 0 0 4 0 6 0 0 0 0 0 0 4 0 4 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 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 5.687117e-06 1.456457e-06 20.5741626794258 3.82775119617225 44.4976076555024 16.7464114832536 14.3540669856459 5.3350401 11.7065735 10.0196584 7.0666134 11.7954507 7.0142895 10.4379338 9.7329867 5.2860938 10.2004277 9.5115301 -1.7312063 8.9155101 -0.1460842 NA 9.8627114 -0.1460842 13.4924721 -0.7309669 6.0036607 NA 12.9392758 11.7375755 NA 8.3800870 6.4929539 8.5897519 3.3307305 -1.7312063 9.4995725 14.2406746 10.5145042 13.3439133 9.6786183 7.9501896 7.7222836 13.2394169 NA 10.8602400 10.8009177 11.0653967 12.7516334 11.8825108 10.8428353 3.2689583 1.7283995 2.9128031 9.6575069 12.6667357 5.9763109 9.0112608 12.4384671 -0.1460842 13.1002587 9.2946309 0.5909134 8.9082920 9.0221683 9.0028142 6.8463805 13.8478253 0.5909134 8.8425986 10.9012652 8.7222221 7.9554517 10.6928552 -0.1460842 9.8235403 11.4547561 10.7388476 8.5227989 10.1877514 NA 5.1393180 11.0482604 8.0535865 0.4579619 6.3242346 NA 10.5354452 5.0891295 8.3377298 3.9693900 10.6254035 0.4452800 0.4454400 3.6569000 0.3503900 0.4517300 0.0253900 -0.4685500 -0.5323600 1.2121000 0.0454240 0.5404800 3.1626000 0.2543300 0.2543300 0.2342600 -0.4733200 -0.0158790 1.0635000 0.4517300 0.0120970 0.0179630 -0.4618500 -0.4654700 0.9932200 0.4558100 -0.4882700 -0.4882700 0.9760500 0.0138680 -0.4920400 0.0224440 0.4094700 0.3503900 0.3672300 -0.5425000 -0.4916200 -0.4916200 0.4672400 0.0018030 -0.5377400 -0.4685500 -0.4454500 -0.4834400 -0.3226300 0.0444320 0.0000000 -0.1924900 -0.4134400 0.1898000 0.2543300 -0.4805000 -0.4805000 -0.0183530 0.0175440 0.0413170 0.0200630 0.3122500 -0.0932710 -0.0024938 -0.4879600 -0.4879600 -0.4879600 -0.4936100 0.4211400 -1.0616000 -0.4918300 -0.4506100 -0.4683400 -0.4882700 -0.4882700 -0.4882700 -0.4882700 -0.4904700 0.2308200 0.4278800 -0.4969400 -0.4936100 -0.0246610 -0.6444300 0.0023068 0.0200630 0.000 0.000 0.249 0.000 0.000 0.000 -0.485 -0.465 0.421 -0.489 -0.489 -0.407 -0.407 -0.488 -0.488 0.297 0.297 0.000 0.387 0.231 0.601 -0.497 -0.494 0.407 0.407 0.000 0.000 -0.469 -0.469 -0.483 -0.483 0.000 0.000 0.540 0.540 0.254 0.254 -0.465 0.000 0.000 0.000 0.000 0.000 0.249 0.000 0.000 0.000 -0.485 -0.465 0.421 -0.489 -0.489 -0.407 -0.407 -0.488 -0.488 0.297 0.297 0.000 0.387 0.231 0.601 -0.497 -0.494 0.407 0.407 0.000 0.000 -0.469 -0.469 -0.483 -0.483 0.000 0.000 0.540 0.540 0.254 0.254 -0.465 0.000 0.000 0.000 8.6209950 9.6862766 0.8539158 5.2576368 5.9413763 9.8235403 4.4186959 5.6868030 8.9926124 6.7846519 5.5073570 6.5772898 10.3112949 7.2462314 10.2923594 11.0531773 7.4566501 10.5061615 11.3181194 7.6504946 9.4704382 5.9271640 9.9240350 6.5681598 9.4753555 9.9307295 11.8022812 9.2383381 11.6885272 10.5325141 7.0923185 5.5450757 8.6548139 9.8235403 4.7368808 1.2689733 11.1105158 11.1771565 5.2689508 0.8539158 6.3756459 6.4438768 9.4618606 7.8042266 10.5894700 12.2163145 NA 11.9216844 7.3930729 11.9017195 8.5380783 9.6569688 1.0762854 8.6009881 13.1468586 7.3599112 1.0762854 10.0803262 10.0396153 12.6291127 9.9114545 10.4379338 0.5909134 10.6540049 10.8569634 9.7502464 9.6746248 11.1325570 12.7987480 9.6385489 15.0899032 7.6762194 13.0299313 11.1331376 7.8158457 10.5061615 11.9978286 10.6273719 12.0099971 11.7375755 10.9825528 9.1183566 3.9128031 6.8350057 9.1393163 8.7035797 13.0621991 12.0829330 8.7497417 1.2689733 12.6113040 11.8825108 -0.7309669 5.8614095 16.2907410 8.0714677 13.8748071 10.1018415 12.1606403 9.6308952 12.2549713 0.5909134 12.8043083 12.7456344 9.9457901 9.3728949 9.6122037 10.2633049 12.0280074 4.8388056 10.6220983 12.5891928 10.5091465 11.1389308 1.8539158 13.2490018 -1.7312063 -0.7238011 11.7954507 14.9746080 9.3537600 6.2801787 10.6865404 9.6746248 11.8583686 9.5115301 13.2515886 11.0420907 9.4917463 10.3885411 9.3044380 10.9028549 8.7035797 9.2440829 1.7283995 9.5497223 9.4033779 11.8943178 11.2963392 3.1269398 11.4229784 9.7707886 6.9831966 10.9012652 8.7222221 10.6928552 8.7160347 4.9968723 10.1877514 7.4735223 9.7653060 11.4613984 11.2424695 10.6518457 9.9698247 10.8583685 TCGA-2H-A9GO 58 1 494 NA esophagus stage iva t3 n1 m1a male 2000 no NA esophagus adenocarcinoma, nos NA r1 9 NA NA 1 1 NA NA 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 1 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4.56729e-06 1.782357e-06 15.1260504201681 3.36134453781513 42.8571428571429 26.890756302521 11.7647058823529 -0.59357218 10.44029384 8.02123652 4.67331332 12.38085167 8.64190687 9.61902301 8.93204758 6.91816080 7.26761351 9.50718910 NA 8.15136061 0.72848653 1.21387604 9.69098063 2.49398030 13.12247797 1.72844300 2.86595839 NA 12.26139509 11.82622361 1.21387604 9.09477708 4.93008916 9.05578295 1.21387604 0.40653667 0.99146289 14.47849178 9.12334624 11.46946330 10.56916979 5.23941714 7.50981458 12.38523718 -1.59335449 10.40123366 11.69114263 11.62720733 12.65126216 12.09193254 11.52254568 -0.00853711 0.72848653 3.16142014 10.26489633 11.82576929 4.67331332 8.78373722 12.38625914 1.21387604 10.44613121 9.45817753 3.21387604 9.60742538 9.57645166 8.05038306 5.51505009 12.81140217 0.72848653 8.06830482 10.50850234 2.49398030 8.61598011 11.35032353 1.57647377 9.97733116 10.52967817 8.53966909 4.55627612 10.01246909 -1.59335449 4.67331332 12.05364780 11.34794115 4.39884286 7.47261611 -0.00853711 9.96351169 4.33726152 8.54223599 2.49398030 9.57977903 -0.207720 0.284780 0.138350 -0.038986 -0.038986 0.756430 -0.134710 -0.101810 0.126530 0.446470 0.575230 2.712500 3.656900 0.322370 0.322370 -0.390640 -0.172720 0.403440 -0.083598 0.191470 0.191470 -0.075745 -0.152780 -0.120690 0.000000 0.540480 -0.253940 -0.128880 0.106280 -0.207720 0.292940 0.138350 -0.038986 0.040823 -0.257330 -0.378980 -0.378980 0.957540 0.756430 -0.134710 -0.249190 -0.249190 -0.496940 0.176640 0.083631 0.435130 0.355120 -0.103420 0.374300 0.306490 -0.390640 -0.390640 0.290400 0.290400 1.174900 -0.114690 0.354960 -0.082004 0.191470 -0.075745 -0.075745 -0.075745 -0.152780 -0.120690 0.080456 -0.274280 0.000000 -0.069466 -0.944150 -0.253940 -0.253940 -0.253940 -0.128880 0.139240 0.072540 0.059794 -0.193250 0.011679 0.011679 0.011679 0.015308 0.290 0.176 0.355 0.000 0.191 0.191 0.000 -0.153 -0.121 0.000 -0.274 0.000 0.000 -0.254 -0.254 -0.014 0.115 -0.208 -0.069 0.147 0.679 0.000 -0.213 0.000 0.000 0.369 0.369 -0.135 -0.249 0.000 -0.193 0.127 0.127 0.452 0.199 0.322 0.322 -0.391 -0.234 0.000 0.000 0.290 0.176 0.355 0.000 0.191 0.191 0.000 -0.153 -0.121 0.000 -0.274 0.000 0.000 -0.254 -0.254 -0.014 0.115 -0.208 -0.069 0.147 0.679 0.000 -0.213 0.000 0.000 0.369 0.369 -0.135 -0.249 0.000 -0.193 0.127 0.127 0.452 0.199 0.322 0.322 -0.391 -0.234 0.000 0.000 7.7772139 10.1034942 1.5764738 4.0503798 5.3607224 10.4030002 6.3194156 8.9763823 9.3563534 5.5663981 8.5058747 7.6896151 10.6636198 9.1672468 10.5012642 10.2354565 7.6147614 11.5147244 12.4091659 7.2707130 7.9901170 5.7194107 8.8084729 3.4939931 9.2598362 12.4387447 11.4184528 6.2074263 11.5745767 11.4623175 8.1395421 3.4939931 2.3134200 10.4030002 7.4850782 0.4065367 11.7868525 10.1199133 6.6012835 NA 4.9456873 8.0754118 9.4440736 5.7284539 9.7869877 10.8789637 NA 13.9429257 9.5390264 10.3697840 10.0454151 9.3224061 NA 6.8494702 11.4139044 8.7247983 5.5764526 6.4672224 9.4254224 11.57723422 10.10001364 9.61902301 NA 9.75746585 10.54159469 8.65800899 10.62387866 9.55563864 11.65652899 9.32389873 13.82279645 8.22190994 14.59409142 9.71543456 8.68032225 10.11172711 11.16349993 9.49326665 11.14335139 11.82622361 11.23088885 9.92714535 -1.59335449 6.74637727 9.88124660 9.61476100 10.57801627 7.57143336 8.52157021 -0.59357218 11.51030627 12.09193254 NA 6.37807112 16.88557278 7.27380585 12.63211073 10.39450128 12.94228808 7.19442889 10.72535194 -0.00853711 12.28815308 12.17553804 8.29374752 10.23108771 9.95649421 11.45960411 11.99066714 5.74637727 10.83148025 13.22079872 11.06473818 11.46401084 3.10696802 13.96763562 6.21388187 4.0218261 12.3808517 13.5828160 10.0458673 5.5045600 11.1915704 10.6238787 11.0906178 9.5071891 10.9041291 6.9143217 6.1276250 10.4820058 8.5575433 10.9792270 9.6147610 10.5575433 0.7284865 10.1522010 10.4008802 14.2347128 11.5858138 4.8983777 11.2956504 8.8421970 5.7988437 10.5085023 2.4939803 11.3503235 1.9914992 0.9914629 10.0124691 7.6061994 9.9961779 10.2318831 11.6591922 10.7408000 9.7491570 11.3162323 TCGA-2H-A9GQ 80 1 128 NA esophagus stage iii t3 n1 m0 male 2001 no NA esophagus adenocarcinoma, nos NA r0 2 NA NA 1 1 4 4 2 3 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5.236309e-06 2.288718e-06 18.1818181818182 5.90909090909091 45 17.2727272727273 13.6363636363636 0.6315234 10.7720213 10.2065774 2.3319631 13.2184680 7.2505201 11.3769711 9.4046503 6.9255805 10.5473903 7.7504517 -1.3684766 9.0291856 NA 1.9534515 8.5276467 5.1550732 12.0695036 0.2164859 6.2164743 NA 12.0718611 12.2591589 9.1501641 8.7308587 4.1860964 8.8530980 4.6039764 NA 10.1918438 14.9688019 9.6095064 12.6372285 9.8638360 4.9890618 9.2681448 11.1633798 NA 9.8170059 10.4632735 10.5507468 12.8520405 11.5076442 12.1852603 3.2753647 NA 1.9534515 12.0189899 12.2851813 6.3457565 9.1133103 11.8596082 10.4856002 9.9318636 9.4491982 5.3729765 9.6697441 9.7951607 9.4746469 5.2164743 12.7357002 4.8014381 11.1153268 10.5965738 5.8982979 8.7913824 11.4642033 7.0238286 10.5936840 13.6104448 12.5231998 6.6315103 11.3172913 NA 4.8409667 9.6392390 11.2888295 -1.3684766 4.5622485 -1.3684766 10.0572514 6.6538783 10.1422752 8.9868620 11.8686716 0.02062300 1.79970000 0.03451700 -0.00788630 0.01433000 1.98950000 -0.50650000 0.01307400 0.52188000 0.02230400 0.03045100 0.04131700 -0.34676000 0.14578000 1.54210000 0.01447000 0.63646000 -0.52041000 0.03637000 0.48975000 0.00944910 0.52118000 -0.49162000 -0.02808100 -0.50380000 0.41078000 0.41078000 -0.51393000 -0.14284000 0.02118300 -0.53531000 -0.00097017 -1.16250000 0.00569190 -0.53541000 -0.52839000 -0.52297000 -0.49632000 0.00625520 -0.50888000 -1.08040000 -0.51208000 -1.10840000 -0.62636000 0.02665400 -0.01436600 -1.11510000 -1.12690000 -0.36602000 -0.34125000 -0.53236000 -1.07270000 -0.69830000 0.01572700 0.01698500 -0.53287000 -0.52297000 0.01307400 -0.00124730 -0.00981850 0.00763920 0.00763920 -0.49757000 -0.06692200 -0.52502000 -1.29290000 -0.53480000 0.03453600 0.41078000 -0.57506000 0.39911000 0.41915000 -0.46238000 0.47255000 -0.00138580 0.00722170 -1.09440000 -0.14013000 -0.15144000 -0.13665000 -0.13665000 0.000 0.000 -0.506 -0.506 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 -0.504 -0.504 0.419 0.419 -0.489 -0.489 0.000 0.000 0.467 0.467 0.000 -0.492 0.000 0.000 -0.496 -0.496 -0.509 -0.509 -0.521 -0.521 0.000 0.000 0.000 0.000 0.753 1.091 -0.532 -0.532 -1.293 -1.293 0.000 0.000 -0.506 -0.506 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 -0.504 -0.504 0.419 0.419 -0.489 -0.489 0.000 0.000 0.467 0.467 0.000 -0.492 0.000 0.000 -0.496 -0.496 -0.509 -0.509 -0.521 -0.521 0.000 0.000 0.000 0.000 0.753 1.091 -0.532 -0.532 -1.293 -1.293 8.1112911 9.9752519 7.3863988 9.9912605 4.7812600 9.0483084 6.1784059 9.9758068 9.2183508 5.8888991 9.1452385 8.2051584 10.1750263 12.4802317 10.3166978 10.7668996 5.8179711 10.4991759 8.5064925 6.7136601 8.4742069 9.0043761 7.0744541 6.0661387 8.2032638 12.4340274 9.2699469 8.5458962 10.8525482 10.6350289 8.2314238 3.2164704 5.5141538 9.0483084 4.1104802 -1.3684766 10.5187316 9.5270864 4.5141538 -0.3684766 5.1706702 6.5857077 10.2667757 8.4324108 10.7717017 11.0257057 3.9534422 11.8582242 8.2220979 10.0863244 8.8139053 9.9791323 0.6315234 6.2608669 11.2834596 7.2623608 NA 7.5972950 9.0323904 12.615306 10.778398 11.376971 1.631523 10.395968 9.447695 8.592961 9.498790 11.049100 11.962394 7.535393 13.509466 8.045139 8.282563 10.022755 8.090943 10.330216 12.260070 9.927268 5.980240 12.259159 10.524813 9.169700 3.718975 6.359432 7.517207 7.966901 10.402588 8.722947 9.280767 3.386397 12.755552 11.507644 4.821338 5.791382 17.071683 8.620196 14.015249 10.707324 11.629573 9.697600 11.912861 1.216486 13.103553 11.672828 9.910541 9.459647 8.849033 11.966203 12.472780 1.953452 10.039310 10.936022 11.368970 10.859127 1.216486 12.927065 5.057775 7.496625 13.218468 12.148933 9.398868 7.857923 10.036653 9.498790 12.219874 7.750452 11.203264 10.042492 9.004376 11.038247 8.049363 11.394101 7.966901 9.350900 NA 9.585707 10.755632 12.058169 11.102932 3.879441 9.374662 8.227701 5.801435 10.596574 5.898298 11.464203 5.372976 NA 11.317291 4.781260 10.002743 10.613078 11.289722 9.058824 9.278970 12.146472 TCGA-2H-A9GR 80 1 987 NA esophagus stage iia t3 n0 m0 male 1999 no NA esophagus adenocarcinoma, nos NA r1 0 NA NA 1 2 1 1 1 1 1 2 3 2 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 4 0 0 7 0 0 4 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 4 0 0 0 4 0 0 0 0 0 0 7 0 0 0 1 0 0 0 0 4 0 4 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 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 1.172101e-05 2.878236e-06 18.6915887850467 2.80373831775701 28.2710280373832 42.5233644859813 7.71028037383178 NA 10.0221184 9.6190047 4.3561086 11.7179732 7.2595503 10.6104722 9.6512528 6.1345577 9.6983126 8.5425769 -0.3718330 8.8832203 0.6281670 -1.3718330 10.1414307 1.2131295 12.7920661 NA 4.0544578 -1.3718330 11.9763665 12.3633245 0.2131295 9.6190047 7.0711352 8.9365308 -1.3718330 0.2131295 3.0205022 14.3653333 9.6588588 14.2941634 8.9362121 8.9078022 7.8808808 13.2178428 NA 9.9130158 11.4915901 10.4555344 12.5266041 13.1416725 12.2412904 3.7981127 0.2131295 9.5780184 10.7490775 12.0434092 5.1200450 8.9308305 11.5029848 3.0205022 11.4902478 9.3850399 2.7156518 9.3432957 8.8784899 9.1409320 6.5350825 13.7258946 -0.3718330 10.1069612 10.8315396 5.7050075 8.8093440 11.4585088 3.9135979 10.2602781 10.6401177 12.1043049 8.5954179 9.8355111 2.7156518 4.0544578 12.2729493 11.3546227 -1.3718330 6.8130667 NA 10.3518526 6.4160949 8.3076717 5.3830787 9.4410348 -0.22318000 0.05594300 0.05594300 0.00513590 0.01377200 0.97770000 -0.20685000 0.30362000 0.03516300 0.04004400 3.65690000 0.35806000 2.35240000 -0.00981850 0.87906000 0.04485700 0.04485700 -0.08651800 -0.08651800 3.65690000 2.04240000 -0.15758000 0.38899000 0.71791000 -0.00332430 0.48871000 -0.14990000 -0.06986700 0.09710600 -0.22318000 -0.22318000 0.76389000 0.00513590 0.01377200 -0.02301800 -0.42178000 -0.42178000 -0.10946000 0.04358200 -0.20685000 -0.20685000 -0.38504000 -0.18156000 0.03516300 0.04004400 0.03341900 -0.50194000 0.19725000 1.22390000 0.12668000 -0.47628000 -0.47628000 0.20656000 0.20656000 0.60052000 0.02104300 -0.15646000 -0.08651800 -0.22957000 -0.19512000 0.18798000 -0.44760000 0.36002000 -0.21771000 -0.16904000 -0.00097017 -0.36283000 -0.00332430 0.48871000 -0.55086000 -0.55977000 -0.29910000 -0.06986700 0.15278000 -0.68970000 -0.40401000 -0.19275000 -0.22883000 -0.23361000 0.09057500 0.09057500 0.186 0.000 0.000 0.000 -0.165 0.000 -0.158 -0.298 -0.183 -0.169 -0.169 -0.360 0.000 -0.228 -0.551 0.000 0.000 -0.223 0.000 0.153 0.153 -0.404 -0.193 0.000 0.000 0.000 -0.109 -0.385 -0.385 0.040 -0.264 0.000 0.000 0.561 0.561 0.132 0.132 0.000 0.000 -0.234 -0.234 0.186 0.000 0.000 0.000 -0.165 0.000 -0.158 -0.298 -0.183 -0.169 -0.169 -0.360 0.000 -0.228 -0.551 0.000 0.000 -0.223 0.000 0.153 0.153 -0.404 -0.193 0.000 0.000 0.000 -0.109 -0.385 -0.385 0.040 -0.264 0.000 0.000 0.561 0.561 0.132 0.132 0.000 0.000 -0.234 -0.234 9.407911 10.638720 3.535082 5.715655 8.257548 8.711671 6.011896 7.573636 9.386415 6.504709 4.818017 7.087623 8.506243 8.945604 8.623959 11.953075 10.954495 12.391715 12.412213 8.470542 8.185655 7.095797 8.719627 10.008653 8.989039 11.412418 12.121171 6.272047 11.853042 10.314254 7.805611 2.535082 10.476815 8.711671 6.091717 -0.371833 12.626694 9.452355 8.233671 3.876124 7.649005 6.990136 9.525281 9.831540 10.664365 10.922525 -1.371833 12.605472 8.723589 10.736716 8.993420 10.043933 5.547055 6.435547 11.829243 8.677033 7.636620 6.011896 10.236446 12.054587 10.017823 10.610472 -0.371833 9.392234 10.372605 8.779208 9.783642 10.210334 11.773318 7.190434 11.356962 8.126044 14.353505 10.830928 8.143891 9.692934 11.189480 14.685335 10.514269 12.363325 10.272048 8.886758 6.720949 8.054456 10.129531 8.171223 11.563725 11.374496 9.239216 3.628190 11.740631 13.141673 NA 7.772850 16.800098 9.214093 12.577927 9.588918 13.493587 8.165410 11.329281 3.213161 13.415485 11.574001 9.070098 9.772212 10.911436 10.571805 11.748430 9.500097 9.805611 13.339980 9.830316 10.417725 2.628190 12.968042 -0.371833 2.4355486 11.7179732 14.5135680 11.2220496 7.4985565 10.8364260 9.7836424 11.7144938 8.5425769 11.7422593 9.6456961 9.5161738 9.9363544 9.1856552 10.8867577 8.1712233 9.5816606 0.2131295 9.1389557 10.4693628 12.7362260 10.6331143 5.1200450 10.4768145 9.3814084 6.4547402 10.8315396 5.7050075 11.4585088 5.2575500 -1.3718330 9.8355111 7.0711352 10.5077749 11.6696797 10.8394716 11.7001567 9.3863982 11.1107476 TCGA-IC-A6RE 59 0 NA 234 esophagus stage iib t1 n1 m0 male 2013 no NA esophagus adenocarcinoma, nos 40 r0 2 white not hispanic or latino 1 1 1 1 1 1 1 2 3 2 4 0 4 0 4 0 4 4 0 0 0 4 1 0 0 0 0 0 5 0 0 4 0 4 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 4 0 0 0 0 4 0 0 0 0 4 0 0 0 4 4 0 4 4 0 1 0 0 0 0 4 0 0 4 1 0 0 4 0 0 0 0 4 0 4 0 0 0 4 0 0 4 0 0 4 4 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 4 0 0 0 0 4 0 0 0 0 5 0 0 0 0 4 0 4 0 0 0 1.841378e-05 4.36937e-06 9.09090909090909 2.9806259314456 34.8733233979136 34.7242921013413 18.3308494783905 2.0499095 10.2446617 9.8777239 5.3426863 11.9099055 7.8370236 9.7300887 9.8358477 5.8116149 8.6792616 9.3082355 NA 8.5921629 NA NA 10.2540310 2.8154320 12.5986180 -0.2719489 3.6348720 -0.2719489 12.4513178 13.9892637 1.3129555 9.7223303 7.0179954 8.2037102 0.7279640 1.7279640 7.7586436 13.7668101 9.0767050 14.8345248 9.9603857 8.9398651 8.3879725 12.4052560 0.3128975 9.9894841 11.5822433 10.3518583 12.2105327 10.4736512 11.9905121 4.5353314 -1.2719489 8.6792616 10.9144006 11.4800982 4.7723713 8.8482148 11.5966914 4.7279749 12.3805978 8.7636971 2.8978987 9.2987813 8.7900229 9.0953915 6.2902198 13.6049254 NA 10.2485954 10.7269197 5.5734654 8.9687682 11.1654688 4.1874115 9.9233490 12.4451177 12.2895034 7.8827946 9.9803347 1.5353563 1.8978987 12.3572196 11.4984342 NA 6.3573338 -1.2719489 10.1463565 6.3573338 8.8378074 2.4284104 9.2848468 -0.1579700 0.2993100 0.3669000 0.0377820 0.0666580 0.2613700 -0.0651790 -0.0853240 0.0000000 -0.0492890 0.6836600 3.6569000 -0.0781440 -0.4085300 0.2535500 -0.3065100 0.1410200 -0.0526660 -0.0949880 0.0772860 0.0859430 0.3064900 0.0013868 -0.1568200 2.5306000 -0.0679930 0.0210430 3.6569000 0.0101460 -0.1779000 -0.1169100 -0.0100940 0.0313340 0.0575110 -0.3900700 -0.4017400 -1.0452000 -0.3410200 -0.3859300 -0.0651790 -0.0295840 -0.0514510 -0.0796090 0.0000000 -0.1602700 -0.0492890 -0.1859700 -0.2219400 -0.0781440 -0.4085300 -0.3065100 -0.3065100 0.1628000 0.1441400 0.1447400 0.1096200 -0.1101100 -0.0598070 0.0607490 0.2456300 0.2744300 0.2744300 0.0063871 -0.1568200 -0.4349600 0.0647970 0.2110000 -0.1559200 -0.0679930 -0.4987100 -0.5020400 -0.2135400 -0.0639540 0.2927800 0.2452500 -0.0839970 -0.0085766 0.0114780 0.0114780 -0.0782780 0.0029133 0.144 0.144 0.000 0.000 0.000 0.000 -0.140 0.000 -0.157 0.000 0.000 0.093 -0.118 0.000 -0.121 -0.134 -0.134 0.000 0.000 0.824 0.824 0.000 0.000 0.000 0.000 0.193 0.193 0.000 0.000 0.000 0.000 0.000 0.000 0.684 0.684 -0.095 0.222 -0.119 0.187 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 -0.140 0.000 -0.157 0.000 0.000 0.093 -0.118 0.000 -0.121 -0.134 -0.134 0.000 0.000 0.824 0.824 0.000 0.000 0.000 0.000 0.193 0.193 0.000 0.000 0.000 0.000 0.000 0.000 0.684 0.684 -0.095 0.222 -0.119 0.187 0.000 0.000 10.013379 10.155290 1.312956 6.305405 8.229814 9.187408 6.251539 9.284483 9.444796 6.489528 5.927650 6.999440 10.587123 7.788673 9.495334 10.867528 10.165911 11.393535 10.802118 8.380822 8.654214 5.203710 9.075598 3.585960 8.823374 11.091564 11.806795 6.137368 12.206209 10.690150 7.489528 4.400401 7.702392 9.187408 7.634417 3.049910 11.410094 9.743392 7.013379 4.085527 7.464176 7.496161 9.540154 10.278724 9.827982 10.050468 NA 13.956457 9.471970 10.990072 8.784615 9.534526 6.652789 6.877723 12.290815 8.626125 NA 7.141604 10.015689 11.813449 10.188433 9.730089 1.535356 10.387973 9.884692 8.599882 9.671957 9.666086 11.419502 11.435767 14.978812 8.205735 12.053423 10.569934 8.540154 8.944723 11.334845 10.326690 10.552140 13.989264 10.587123 9.066713 6.852099 8.183304 10.448649 8.696643 11.829788 9.980051 9.021448 4.342690 11.280646 10.473651 NA 7.541758 14.916631 8.570327 12.666729 10.127255 13.541708 9.166769 11.182276 2.312927 12.794180 11.118146 8.737805 10.011065 10.151665 10.860798 12.017131 9.370931 10.285440 13.810430 9.880262 10.526854 1.535356 12.948280 2.535331 2.052798 11.909905 14.180186 9.356422 7.655755 11.044824 9.671957 11.265923 9.308235 13.374817 9.816765 8.139488 9.774419 7.902903 10.429716 8.696643 10.059454 -1.271949 9.646840 10.366865 12.370593 10.247122 4.815437 9.979447 8.962794 6.541758 10.726920 5.573465 11.165469 4.772371 3.897899 9.980335 7.085529 10.548953 10.836501 10.595256 9.592163 8.389755 10.921194 TCGA-IC-A6RF 69 0 NA 477 esophagus stage ia t1 n0 m0 female 2013 no NA esophagus squamous cell carcinoma 22 r0 0 white not hispanic or latino 2 3 3 5 3 3 4 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 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.4847e-06 2.323395e-06 18.2879377431907 13.6186770428016 52.9182879377432 7.78210116731517 7.39299610894942 -1.8354711 10.8712930 11.5055439 -1.8354711 12.0848410 7.9387421 9.5997304 10.0163301 5.5167559 6.9459412 9.0334037 NA 9.0502775 NA NA 9.5289073 0.7495772 12.6367281 NA 5.4499839 NA 12.2612140 13.0946254 -0.8354711 10.0178907 7.8352375 9.1890284 10.4449053 3.9974731 1.4865084 13.4110620 9.5855941 14.3479923 8.4089211 8.3617977 7.7476828 12.6222827 11.8237966 9.9711308 11.7722998 10.7537641 12.0149634 10.0521826 11.2347021 2.6881356 -1.8354711 7.2144299 11.0225621 12.1897657 2.8650280 8.4853817 12.3699277 2.5568953 11.9109905 9.2791240 0.9719573 9.2413967 9.2527068 9.0318600 5.3740344 14.2653667 NA 8.0669562 11.1786016 9.0945792 8.9638628 10.8466980 3.2520371 10.6155346 13.6945912 11.2455652 6.5950336 10.4472439 0.1645289 1.1645932 11.0919888 10.7905183 NA 5.5568984 NA 10.4372110 5.3345075 8.7644941 11.6808968 10.5704300 0.00207630 0.00207630 -0.00373820 0.50116000 0.50480000 0.54364000 -0.00346690 -0.00782590 -0.01216600 -0.01216600 -0.00609460 -0.00152850 -0.00489350 -0.00028143 -0.00623280 0.00124390 0.00124390 -0.00133070 -0.00217070 0.00027309 0.00027309 -0.00457370 0.00471480 0.00819170 0.01628100 -0.00028143 -0.00028143 0.01767900 0.07066900 0.00207630 0.00207630 -0.00373820 0.50480000 -0.02589700 -0.00954680 -0.00954680 -0.00954680 -0.00954680 0.54364000 -0.01368100 -0.00346690 -0.00346690 0.00360340 0.02538600 -0.01216600 -0.01216600 -0.00152850 -0.00152850 -0.60980000 -0.00028143 -0.00346690 -0.00346690 0.54294000 0.52720000 0.52720000 0.52720000 -0.00415870 -0.00217070 0.00027309 -0.00885680 0.00067891 -0.00457370 0.00471480 0.00819170 0.00749580 0.00000000 0.01488400 0.56685000 -0.00028143 -0.00028143 -0.00028143 -0.00028143 0.01767900 0.00402010 0.00499270 0.00499270 0.00791330 0.06980800 0.06980800 0.06980800 -0.33445000 0.527 0.527 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.508 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.527 0.527 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.508 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.318133 9.898444 8.388583 4.047224 8.903518 8.350695 5.695963 9.997471 8.855452 6.632187 7.845819 5.971937 9.853269 11.003785 5.412507 13.185431 9.919761 12.564994 10.342624 9.378293 8.529088 5.440706 9.546124 1.971921 8.706646 10.487636 11.316549 4.293863 12.695078 10.974349 7.688143 2.865028 13.648932 8.350695 3.688773 -1.835471 11.374948 10.509154 8.679295 1.624007 5.047224 5.402985 9.897173 8.567593 12.374263 11.150423 5.815632 12.210938 8.863286 11.065071 10.094579 9.627083 5.749545 10.196282 14.228229 7.124584 NA 4.656433 9.538534 12.0714717 9.5061001 9.5997304 NA 9.3307441 8.5374463 7.2007545 9.8378903 10.3870742 13.4238183 8.2252769 11.2074375 7.7210869 7.5110948 10.0006315 9.7239583 9.1532657 11.6679100 12.2040786 10.6077838 13.0946254 10.2783233 4.5569014 5.8856793 7.7438973 11.1074622 9.4348765 10.7504826 11.7125601 8.4999714 4.6240131 12.1881623 10.0521826 -1.8354711 7.7719113 15.2858944 9.5144152 13.7999875 9.9248852 11.3076454 6.9974708 12.9139793 1.1645932 12.9198375 11.6252930 9.5509826 7.4614975 10.0855889 9.5254282 11.9472723 9.2573383 10.2935421 13.3901543 9.0155494 10.5590439 -0.2505086 12.4689325 -0.2505086 2.412511 12.084841 15.232875 10.075599 7.578209 10.622731 9.837890 12.612116 9.033404 12.369076 8.244066 9.477464 10.195079 8.782049 10.909205 9.434877 9.912355 -1.835471 10.575033 9.372815 13.265449 10.819217 2.688136 10.271471 9.144006 3.656439 11.178602 9.094579 10.846698 3.208970 5.556898 10.447244 7.813838 10.812040 11.571982 10.949625 9.809339 9.008502 10.889095 TCGA-IG-A3I8 51 0 NA 1012 esophagus stage iia t3 n0 m0 female 2011 no 80 esophagus squamous cell carcinoma NA r1 0 white not hispanic or latino 3 4 4 5 4 3 5 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 3.641142e-06 1.491134e-06 31.5436241610738 2.68456375838926 43.6241610738255 10.738255033557 11.4093959731544 5.3412350 10.1906236 9.5405814 -1.8970060 11.9733867 9.0894394 10.9473389 9.4337461 5.1177407 12.4133711 8.8890990 1.2727399 7.9885256 NA NA 8.8871697 4.7752560 13.9831561 1.8032684 2.7466782 0.1028597 11.6436838 10.9875722 -0.8972747 9.5238422 3.7752508 8.5405814 4.4160763 7.0036956 -1.8970060 15.4897190 9.8187913 13.4089932 8.3170512 6.1581108 8.1526778 13.6184983 9.3836000 10.9267935 11.5456717 11.4591437 12.4895002 10.5082367 11.7129313 3.0097234 5.7610405 5.7963174 11.0285692 11.8664172 5.5206831 9.6612501 12.0729019 3.0097234 13.2811051 9.2122420 4.5122206 9.6554983 9.6516513 9.8045689 7.5395412 13.8654709 0.4247071 10.3089279 11.7448810 4.8710156 8.9396685 12.0990379 2.9101762 9.4870735 13.3624990 10.7108530 10.4878827 11.8589352 2.8032684 5.4865342 10.0922238 11.9795381 -1.4430066 5.7321851 -0.3122226 10.8547917 5.8442953 8.2777551 9.6783686 10.7475711 -0.2989800 -0.2989800 0.0760580 -0.0068253 0.0416000 0.9051200 -0.2903500 0.6756000 -0.2885700 -0.2885700 0.0759080 0.0842090 0.6158900 0.6054600 0.6450600 0.0630600 0.0586520 0.0788710 3.6569000 -0.2796500 -0.2796500 0.0814660 0.0794470 0.0597940 0.0321400 -0.1325100 0.6533200 0.0082034 -0.0319050 -0.3484700 -0.2989800 0.0760580 -0.9781400 0.0416000 -0.6899700 -0.6899700 -0.6899700 0.8830600 0.9051200 -0.2903500 -0.2903500 -0.2903500 -0.6877000 -0.3050000 -0.2885700 -0.2885700 0.0842090 0.0842090 0.3962900 0.6054600 0.0736900 -0.6655900 -0.3027500 -0.3027500 -0.3027500 -0.3027500 0.0788710 0.0625080 -0.3099100 0.0814660 0.0814660 0.0814660 0.0769980 0.0482660 0.0365120 0.0365120 -0.0069195 0.0479780 -0.1325100 0.6533200 0.6533200 -0.5377400 0.0082034 1.2237000 -0.7079200 -0.7079200 0.0164250 -0.1167800 -0.0319050 -0.0319050 -0.0319050 -0.303 -0.303 0.000 0.000 -0.280 -0.280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.133 0.521 0.000 0.000 -0.299 -0.299 1.224 1.224 -0.708 0.000 0.000 0.000 -0.690 0.187 -0.290 -0.290 0.731 0.044 -0.289 -0.289 0.000 0.000 0.605 0.605 0.000 0.000 0.000 0.000 -0.303 -0.303 0.000 0.000 -0.280 -0.280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.133 0.521 0.000 0.000 -0.299 -0.299 1.224 1.224 -0.708 0.000 0.000 0.000 -0.690 0.187 -0.290 -0.290 0.731 0.044 -0.289 -0.289 0.000 0.000 0.605 0.605 0.000 0.000 0.000 0.000 6.2877050 9.5911715 4.1902909 8.4100302 7.8593857 8.9731939 5.0216929 8.9984045 9.3183623 5.7963174 5.8776167 7.6783684 9.8627175 11.5570000 10.7937003 12.1871394 8.1192752 10.0861792 9.5436985 7.1168502 7.5010816 7.1084534 9.5906694 NA 9.6626844 14.0928446 12.7399069 7.2852237 11.6575081 11.0387310 8.5447361 3.4603756 11.4943414 8.9731939 5.4081616 0.6877774 10.6342107 10.9747345 9.2777549 1.4247609 6.5540408 9.5876523 9.7654976 7.6554985 10.7590306 10.8833690 0.9101954 12.1698434 8.9061531 9.9494950 7.4603814 10.0985964 4.3122803 7.2727539 12.7757518 7.3886476 NA 3.6263924 9.7831888 12.5548774 10.1783084 10.9473389 NA 9.4570788 7.9085734 8.5248939 9.8392312 10.7880161 16.6408480 6.4735174 12.2558271 7.6224655 8.5876523 10.5739965 9.0908037 9.6145819 11.9373003 13.0687826 11.9404572 10.9875722 10.8862368 9.6840299 4.5290963 5.4157114 9.8256368 9.4713358 9.9766579 12.7935912 9.1961939 8.2385385 12.1264970 10.5082367 0.4247071 5.5206831 15.9813373 10.6283501 13.0952366 10.5896643 8.5488785 8.6303064 11.6522530 -0.3122226 13.4581618 11.8038108 9.4592812 11.1279689 9.0626212 8.8759686 12.2003677 6.6263909 9.9545783 13.2851620 9.3310468 10.9004908 1.4247609 11.6516512 NA 3.147225 11.973387 13.900185 10.171608 9.153358 12.544412 9.839231 10.730591 8.889099 14.345185 14.105315 8.893992 10.520418 8.918213 12.278924 9.471336 8.404325 5.761041 10.003696 10.234043 11.542660 10.808030 4.190291 10.916610 9.685912 5.469150 11.744881 4.871016 12.099038 1.910195 2.102826 11.858935 7.632259 10.230179 11.697387 10.576789 10.983752 9.922609 11.024670 TCGA-IG-A3QL 54 0 NA 1071 esophagus stage iia t2 n0 m0 male 2011 no 80 esophagus squamous cell carcinoma 30 r0 0 white not hispanic or latino 3 4 4 5 4 3 4 3 2 3 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 4 6 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 4 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 3.225011e-06 1.248392e-06 20.7692307692308 4.61538461538462 46.9230769230769 10.7692307692308 16.9230769230769 -0.3239132 10.1221990 10.0788063 NA 11.6708566 7.5902959 10.8056451 9.1773234 4.6887175 10.8943092 11.0070665 1.4131066 7.9335372 -0.9088757 3.0453905 8.7675850 2.9980691 12.8807625 1.0911921 1.6761320 0.6761771 11.3642542 11.7630598 NA 9.8431496 6.9398096 8.1246099 3.1386343 0.6761771 NA 14.9887490 10.3638169 12.4701613 8.9168615 4.8460770 8.0440738 12.5298490 9.3355509 10.0504646 11.2896674 11.3840839 13.1052512 11.5308881 11.1879023 2.5506298 7.2710960 1.8985566 10.0285609 10.1233224 5.6457766 8.9009552 14.6287768 7.0189646 11.9341266 10.2287738 3.0911921 9.1846046 9.4721892 9.2211141 5.0798730 12.7550231 NA 11.7987619 10.6152390 11.4408830 8.5567536 10.6351856 3.3391089 9.3067200 12.7254309 11.5349077 9.0848331 10.7700821 -0.3239132 6.3995266 9.1700051 12.4026516 1.0095622 3.4835062 NA 10.5493374 6.0968121 8.6380814 9.9260531 9.9743000 -0.5518600 0.4832000 0.4897900 0.9291900 -0.0708040 0.6654900 -0.4753300 -0.5613000 -0.0619490 -0.4879200 0.3498600 1.2553000 1.0110000 1.0110000 1.0355000 0.0000000 0.0000000 0.0029133 0.0029133 1.1383000 -0.4461900 -0.4389700 -0.4495400 -0.3678200 0.4324300 0.0242680 0.0242680 0.3593700 0.3884900 -0.5518600 -0.4935000 0.4897900 1.0350000 -0.1427400 -0.4640800 -0.4640800 -0.4640800 0.6397500 0.6654900 -0.4753300 -0.4753300 0.0609360 -0.4858500 -0.0614200 -0.4863400 -0.4879200 1.2553000 1.2176000 0.9686400 1.0110000 0.0403260 0.0000000 -0.0013858 0.0129340 0.0129340 -0.1129700 0.0029133 0.4907800 0.0214090 -0.4389700 -0.4389700 -0.4389700 -0.4495400 -0.3413600 -0.0534760 -0.5162000 0.4324300 0.4324300 0.0242680 0.0242680 0.0242680 0.0301690 0.3056900 0.4573400 0.0652260 0.0154470 0.4280500 -0.5674400 -0.5674400 0.3884900 0.3884900 0.000 0.000 0.000 0.000 1.117 0.000 -0.439 -0.450 -0.341 0.000 -0.463 0.432 0.432 0.000 0.000 0.359 0.359 0.013 0.483 0.457 0.000 0.000 0.428 0.000 0.000 -0.464 0.158 -0.475 -0.475 -0.486 -0.486 -0.476 -0.476 1.255 1.255 1.011 1.011 0.000 0.000 -0.567 0.388 0.000 0.000 0.000 0.000 1.117 0.000 -0.439 -0.450 -0.341 0.000 -0.463 0.432 0.432 0.000 0.000 0.359 0.359 0.013 0.483 0.457 0.000 0.000 0.428 0.000 0.000 -0.464 0.158 -0.475 -0.475 -0.486 -0.486 -0.476 -0.476 1.255 1.255 1.011 1.011 0.000 0.000 -0.567 0.388 7.20232270 9.81356766 0.09112433 3.26110953 7.05408331 7.45532147 5.27109694 5.66861556 8.69110001 5.70589775 9.08058172 7.95692031 11.35621601 10.59451599 11.15491922 12.24513490 4.81788415 9.85771606 10.29269848 9.59451589 7.38688680 5.59103307 7.54856763 NA 9.23305783 11.69516107 10.69921082 8.40972993 11.85048965 11.28224628 8.66861592 6.64960827 12.72304622 7.45532147 2.92609433 0.67617712 10.46132954 7.80199348 7.40859978 1.41310660 4.32000803 5.58304063 8.43326161 7.53620214 10.25420770 11.72520400 -1.90887567 12.89919599 8.36963660 8.06989761 9.06057354 11.01896508 5.16800414 7.57298665 11.98382477 8.18780980 NA 7.11909260 8.35093034 12.1908637 10.0133999 10.8056451 NA 10.1474861 5.6686156 8.5153533 10.0010802 9.5608290 11.3721028 7.8937032 11.8805169 7.2434720 9.9025617 10.0081861 9.0526368 10.4083170 11.7236144 11.3349293 10.1444342 11.7630598 10.0964607 8.6167080 2.1786509 6.0911878 8.0925954 9.9288150 10.5661605 11.0189651 9.1773234 3.9491707 11.4115646 11.5308881 5.5587942 5.8460745 14.3556680 8.4040699 12.6171972 10.4481892 5.4310379 7.3151885 11.0809363 -0.3239132 12.6652537 11.6185419 9.3748543 10.8313895 8.5515714 8.9592381 11.6060244 4.1997116 10.9499452 13.0108349 10.5053437 11.0506458 1.2611095 12.5270526 1.6761320 2.775999 11.670857 13.741873 10.304595 9.065602 11.823461 10.001080 11.205906 11.007066 12.664006 10.062371 9.045383 9.635437 8.276063 11.708195 9.928815 8.820808 7.271096 10.211425 9.721454 11.585793 10.443231 5.542397 11.309992 9.386956 6.756523 10.615239 11.440883 10.635186 2.676155 1.413107 10.770082 9.376011 10.592278 12.279080 10.762065 11.252791 9.651998 10.451486 TCGA-IG-A3Y9 72 1 26 NA esophagus stage iiia t4 n0 m0 male 2012 no 80 esophagus squamous cell carcinoma 50 r0 0 white not hispanic or latino 3 5 4 5 3 3 6 3 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 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 7 0 0 0 0 0 0 0 0 1 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6.935508e-06 2.462106e-06 10.7913669064748 1.79856115107914 40.2877697841727 5.03597122302158 42.0863309352518 -0.8953950 9.0272818 9.8524708 NA 11.8347429 7.5628781 9.7413220 9.3767438 4.6438562 11.0539770 4.4084809 4.9995130 8.0791119 -1.8953950 -1.8953950 9.6853659 0.4266405 11.9900525 -0.3102536 3.9375892 NA 11.3435499 11.2675607 -0.8953950 9.7735823 4.4622487 9.2512660 9.3436574 5.7194080 -0.3102536 14.2789989 9.6030480 14.3750144 9.3060188 8.0354348 7.7395808 14.1959468 13.5351173 9.3317115 11.4795725 11.0661471 12.4142448 9.9700440 12.9010412 4.2945252 -1.8953950 5.7413214 10.4921763 10.7081800 5.9439002 7.9595656 11.8378865 5.0235614 10.4118982 8.1794678 5.1815121 9.3773272 9.1305291 9.4417617 6.3993181 14.0844575 -1.8953950 7.0472123 11.2151807 8.6457939 7.9501873 11.0972817 4.1707904 10.0239331 11.3132366 12.9240283 9.3526248 10.0131764 -0.8953950 5.3526244 11.0162766 12.0876019 -0.8953950 5.5393263 -1.8953950 10.5026394 7.1626894 8.1201124 11.4021869 10.9736125 0.049430 0.171440 0.266080 -0.096572 -0.131600 0.124320 -0.147720 0.085650 0.032281 0.051103 0.942820 -0.148490 -0.405500 -0.318790 0.476150 -0.130960 -0.249670 -0.142320 3.656900 0.044148 0.044148 -0.148110 0.370020 -0.014916 0.043865 -0.225640 -0.225640 0.039044 0.054945 0.049430 0.171440 0.266080 -0.406060 -0.131600 -0.444700 -0.436690 -0.436690 0.124320 0.124320 -0.147720 -0.114300 -0.114300 -0.421340 0.032281 0.051103 0.051103 -0.148490 -0.262980 -0.405500 -0.405500 0.073258 -0.675910 -0.188100 -0.188100 -0.188100 -0.188100 -0.142320 0.010703 0.044148 -0.148110 -0.148110 -0.148110 0.370020 -0.014916 0.363130 0.363130 0.043865 0.043865 -0.225640 -0.225640 -0.225640 -0.225640 0.073115 0.302660 -0.103810 -0.103810 0.550890 -0.406170 -0.406170 0.026935 0.054945 -0.188 -0.188 -0.142 0.000 0.000 0.000 -0.148 0.370 0.000 0.363 0.363 0.000 0.000 -0.226 -0.226 0.000 0.000 0.000 0.122 0.303 0.303 -0.104 0.551 0.000 0.000 -0.437 0.124 -0.148 -0.148 0.000 0.000 0.000 0.000 -0.148 -0.148 -0.406 0.000 0.000 -0.131 0.000 0.000 -0.188 -0.188 -0.142 0.000 0.000 0.000 -0.148 0.370 0.000 0.363 0.363 0.000 0.000 -0.226 -0.226 0.000 0.000 0.000 0.122 0.303 0.303 -0.104 0.551 0.000 0.000 -0.437 0.124 -0.148 -0.148 0.000 0.000 0.000 0.000 -0.148 -0.148 -0.406 0.000 0.000 -0.131 0.000 0.000 8.1394961 9.8478488 9.2914307 5.6896598 8.0085793 7.6896598 6.4927152 6.8495315 9.2926679 7.1490917 7.0791125 6.2236388 10.1717955 8.4400876 10.3732394 12.0859079 9.6034619 11.4350541 9.9808306 9.3591355 6.7017071 4.2339801 10.1664060 -0.3102536 8.7753535 10.8915796 12.1907506 8.8991134 12.4141609 11.3277941 9.0428068 3.8326166 11.8457430 7.6896598 3.6605180 NA 10.3481689 9.6877802 8.0085793 3.2746195 6.0472112 6.8326179 9.2721156 9.7050749 10.8200159 10.9041813 4.8189426 11.9788142 9.6223667 9.6360788 11.6503859 9.6486959 4.1707904 10.5852351 13.1486645 7.9241260 NA 6.7157218 9.0545240 11.730520 10.080903 9.741322 NA 9.219741 7.437853 7.604544 10.025407 9.791636 14.300886 7.628260 11.410332 7.837712 10.258883 10.120112 8.970431 9.502907 11.663477 13.323317 10.137776 11.267561 11.118892 8.432250 7.029510 8.017587 5.254443 9.497015 11.440367 11.446077 9.178839 6.047211 11.614596 9.970044 5.471018 7.299454 15.788588 8.720327 12.954835 9.901143 8.778890 4.704612 12.107688 2.689657 14.233301 10.831341 9.106106 9.782857 9.646167 10.570264 12.210933 6.588514 10.558740 12.759175 11.002732 10.632174 2.748547 13.343363 4.719408 3.078764 11.834743 14.124672 10.178839 6.862920 12.364146 10.025407 11.054342 4.408481 12.695401 10.336219 11.269761 10.387282 6.999515 10.626052 9.497015 8.709251 -1.895395 10.527025 9.925674 11.967044 11.159810 5.937587 9.706004 10.734282 7.011588 11.215181 8.645794 11.097282 6.371484 7.803402 10.013176 8.596551 10.536978 11.100994 10.601052 9.515149 7.697155 10.737238 TCGA-IG-A3YA 53 0 NA 632 esophagus stage iiia t4 n0 m0 male 2012 no 80 esophagus squamous cell carcinoma 37.5 r0 0 white not hispanic or latino 2 6 3 3 5 3 5 3 3 3 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 3.190334e-06 5.895182e-07 18.018018018018 8.10810810810811 45.045045045045 12.6126126126126 16.2162162162162 6.5417642 10.3997450 10.8366304 -2.0052031 12.7761268 7.4508541 11.0156724 9.9326112 4.8775136 11.7236404 3.9490680 3.3167974 8.5618748 NA NA 9.6882650 10.2338713 12.9649920 -0.4202406 3.6672904 4.5947814 12.0602015 10.9583075 1.3167829 9.5623502 8.1846939 9.4305397 7.3269957 3.2043286 0.9948693 14.3834587 10.6732496 13.4247310 9.1011510 10.0693456 8.6744991 11.8482766 10.3611918 11.1315403 11.4324175 10.8202259 12.7803731 10.7882696 11.6487223 5.6530801 1.9948693 7.4746502 11.3088863 11.8352679 5.9373844 8.3688220 13.2251384 5.9835546 11.4869731 9.2714535 8.2308836 9.7371791 10.5093371 10.7737680 9.0555655 13.4713626 -2.0052031 9.7091150 11.3858446 6.9432368 9.3257864 10.9030745 5.9017599 10.1685466 12.7493917 12.3000050 10.1930076 10.9734691 -1.0052031 5.2709923 11.5392303 10.7202358 NA 6.6095792 2.5798318 10.4872234 8.3413832 8.8118531 10.7181039 10.4803693 0.2076300 0.0277780 0.0277780 0.0153080 0.0153080 1.0934000 0.2012100 -0.0392580 -0.0016629 -0.0016629 -0.0058140 -0.0058140 0.2036600 2.4000000 0.1831300 -0.2255200 -0.2191100 0.0000000 2.1881000 0.0469050 0.0469050 -0.4047300 0.2188300 0.0036076 -0.0585960 0.0087528 0.0087528 -0.0169790 0.4500300 0.2076300 0.0277780 0.0277780 0.0153080 0.0153080 -0.2191100 -0.2191100 -0.2137900 0.4228400 1.0934000 -0.3692900 0.2012100 0.2012100 -0.0392580 -0.0016629 -0.0016629 -0.0016629 -0.0058140 -0.0058140 0.2074800 0.4134600 0.0122370 -0.6350000 -0.0052610 -0.0052610 -0.0052610 -0.0052610 0.0000000 -0.0042929 0.0469050 -0.4047300 -0.4047300 -0.4047300 0.2052200 0.0036076 -0.0013858 -0.0013858 -0.0585960 -0.0585960 0.0087528 0.0087528 0.0087528 0.0087528 -0.0169790 0.0031910 -0.2005000 -0.2005000 0.2149900 -0.3900600 -0.3900600 -0.0071076 -0.0071076 0.000 0.000 0.000 0.000 0.000 0.000 -0.405 0.205 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.200 0.215 0.000 0.000 -0.219 -0.219 -0.369 0.201 0.000 0.000 0.000 0.000 0.000 0.000 0.204 0.204 -0.219 -0.219 -0.377 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.405 0.205 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.200 0.215 0.000 0.000 -0.219 -0.219 -0.369 0.201 0.000 0.000 0.000 0.000 0.000 0.000 0.204 0.204 -0.219 -0.219 -0.377 0.000 9.647715 10.503902 4.017236 4.204321 7.000494 7.956319 5.901760 3.852848 10.139846 7.284888 7.647715 7.256964 9.654420 8.951246 10.241016 11.511801 7.241254 11.851684 10.076686 8.753925 8.354915 5.144617 10.021739 NA 8.714258 12.494155 11.318909 7.374247 11.179976 10.989577 8.766359 3.994869 10.515734 7.956319 5.106734 -2.005203 10.246648 9.475660 10.475155 4.387190 8.244279 9.165421 10.175400 11.105679 10.143028 10.305482 -1.005203 11.681917 8.582647 9.477678 9.147154 9.566622 8.509583 7.446081 13.176992 7.800646 NA 7.082332 9.574657 12.689771 10.273609 11.015672 NA 10.075021 10.023812 8.785218 9.504600 10.910936 13.385610 6.441953 11.455453 8.070349 9.041311 10.790503 8.895736 9.390404 12.269903 11.870972 12.530206 10.958308 10.839575 8.158519 7.999090 8.809452 11.339165 8.625137 10.924683 11.773460 8.790909 5.883613 12.754342 10.788270 1.579856 7.460436 16.244906 10.281427 13.182995 9.748086 8.260484 7.431581 12.749496 1.454281 13.012610 11.883327 9.496209 11.649953 9.298342 10.848374 12.112269 8.782772 10.216155 12.900946 10.047438 10.884564 1.164786 12.424734 4.261659 5.628736 12.776127 13.850168 9.417460 9.398414 12.097911 9.504600 12.153243 3.949068 13.446370 11.281572 9.302070 10.112341 8.465528 12.114783 8.625137 9.130579 1.994869 9.631494 10.059276 12.555978 11.210554 6.266333 10.632626 10.310868 8.637824 11.385845 6.943237 10.903075 4.789286 3.204329 10.973469 7.437813 10.101105 11.381944 11.132021 10.821418 9.245168 11.337361 TCGA-IG-A3YB 61 0 NA 80 esophagus stage iiia t3 n1 m0 male 2012 yes 80 esophagus squamous cell carcinoma NA r0 1 white not hispanic or latino 3 7 1 5 5 3 5 3 3 3 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 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 6 0 0 0 2.116549e-06 4.455892e-07 21.6494845360825 9.27835051546392 38.1443298969072 13.4020618556701 17.5257731958763 3.5536063 10.2072001 9.8520728 NA 12.2297883 7.8323078 10.5626575 9.9662760 6.0406908 9.4091756 3.5994130 2.5062973 8.0567883 NA NA 9.5270001 1.5994130 12.3230438 -1.4004918 4.1843676 3.8473355 12.1123947 12.0603752 4.4573907 9.2576188 6.7542261 8.6961225 5.3286893 3.6868703 0.9213602 13.8839062 9.3033111 15.5391171 7.2177193 9.4927090 8.8246269 12.2417976 6.2432635 10.7652566 11.5495295 11.4153910 11.7949334 10.7261119 11.9882320 2.9213411 3.1229708 3.5994130 11.1180606 11.6373301 4.6217764 7.2177929 14.0729229 4.4820480 12.6254985 9.2933473 7.6355810 9.3187963 9.5025361 10.0029521 7.9077463 13.1441908 NA 10.3994984 10.9247129 5.3273281 8.9392574 10.1136284 5.9303234 10.2642991 8.9744467 12.4849131 9.2894055 10.6373146 NA 2.8473355 10.7160763 9.2296744 -1.4004918 4.7892337 3.0588360 9.6641502 7.5360451 8.8556160 10.3429796 10.5392988 0.0453090 -0.0100680 0.3572300 0.4887500 1.1835000 0.3401800 0.7175700 0.2082700 0.0599640 -0.0891440 -0.3741200 0.3963200 -0.4068100 -0.4068100 0.3541700 -0.0205240 -0.0378720 -0.3936100 0.0085007 1.1232000 -0.3800800 -0.8301500 0.0402120 -0.2273400 0.0000000 -0.3951700 -0.3951700 -0.1633000 -0.0423550 0.0453090 -0.3696100 0.3679200 -0.4053700 -0.3103600 -0.4019400 -0.4019400 -0.4019400 -0.8516800 0.3401800 0.0035676 0.7175700 0.1085000 -0.4110000 0.0599640 -0.0660920 -0.0884820 -1.2929000 0.0252770 -0.4068100 -0.4068100 -0.0016366 -1.0060000 0.3145300 0.0455930 0.0455930 -0.3928300 -0.3936100 0.0480050 -0.3800800 -0.8263400 -0.8301500 -0.8301500 0.0402120 0.0299140 0.0226110 0.0292110 -0.0288750 0.0000000 -0.3951700 -0.3973100 -0.3973100 -0.3973100 -0.3634900 0.3792700 0.6870400 0.7833400 -0.3965100 -0.0591090 -0.0591090 -0.0591090 -0.0591090 0.000 -0.388 -0.394 0.000 1.123 0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.397 -0.397 -0.163 -0.163 0.000 0.000 0.379 0.379 0.687 -0.397 -0.382 -0.382 -0.062 0.340 0.639 0.000 0.208 -0.194 0.000 0.000 0.364 0.000 -0.075 0.332 0.000 0.000 0.000 0.000 0.000 -0.388 -0.394 0.000 1.123 0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.397 -0.397 -0.163 -0.163 0.000 0.000 0.379 0.379 0.687 -0.397 -0.382 -0.382 -0.062 0.340 0.639 0.000 0.208 -0.194 0.000 0.000 0.364 0.000 -0.075 0.332 0.000 0.000 0.000 0.000 8.150154 10.753276 1.406754 4.847336 8.983112 9.077166 7.397069 7.880178 9.190930 6.475925 9.039238 6.956959 7.934798 10.930324 10.435852 11.248888 8.270347 11.302878 8.330726 10.203961 7.802070 6.400307 9.265631 -1.400492 8.807642 10.471698 12.117938 5.494227 12.453680 11.012771 7.941482 2.686881 8.935914 9.077166 4.195749 NA 11.311504 7.165462 7.157828 4.506297 8.465806 8.888274 10.098755 11.463013 10.310644 10.483578 NA 11.754067 8.469772 8.416391 11.723367 9.606435 5.665498 7.406762 13.193207 7.819834 NA 3.354297 10.120026 12.6248066 10.8885618 10.5626575 0.5994130 10.7010549 8.2504590 5.9744467 9.6573992 10.3970690 13.1645172 5.9031877 10.8963236 9.0639532 7.2928940 10.6434599 8.9347978 9.2021062 11.8912975 12.2012629 11.0682859 12.0603752 11.0355984 8.3084910 7.2141170 7.7617985 9.8149405 8.4896718 12.1014933 11.7454987 9.4475375 4.7892337 11.9564095 10.7261119 0.9213602 6.6762237 16.3123299 7.6735487 13.8592978 10.2788875 10.0761537 6.3609594 13.0996891 0.5994130 13.3729701 11.1373538 9.5565095 10.8381107 9.5619420 10.4682300 11.9088838 11.4401853 10.9269601 13.5085875 10.0251479 11.6203874 4.4820480 12.3628273 -0.4006822 4.433560 12.229788 14.327673 10.128838 8.217793 11.474581 9.657399 11.238974 3.599413 13.827888 10.127862 8.620387 9.963504 8.749154 10.558323 8.489672 10.012506 3.122971 9.674218 9.748519 13.064400 9.570951 5.847336 9.606435 8.038199 7.488151 10.924713 5.327328 10.113628 3.991726 -1.400492 10.637315 6.707932 10.146784 10.205350 10.312364 10.140988 8.724769 11.552331 TCGA-IG-A3YC 62 0 NA 612 esophagus stage iiia t3 n1 m0 male 2012 no 80 esophagus squamous cell carcinoma 40 r0 1 white not hispanic or latino 2 5 2 2 6 3 6 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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 4 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 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 2.531461e-06 7.629059e-07 17.1717171717172 5.05050505050505 45.4545454545455 10.1010101010101 22.2222222222222 1.4678012 8.6883409 9.8637830 2.1198541 11.7620825 7.4909182 10.0278498 9.5597920 4.8032580 10.9907917 10.9359775 0.2453740 7.6744557 NA NA 9.7934230 2.1198541 12.3705150 0.6604723 2.3608699 1.4678012 11.8063672 11.6948901 4.4677881 10.1820355 6.5613017 9.2435177 9.7466974 5.1522889 0.2453740 14.5446771 9.1800713 15.5671340 8.9117161 10.3190928 7.8353607 12.1582868 11.0381878 9.9131005 11.2724073 10.6366411 12.0534232 10.7842331 11.4370736 4.0866989 0.9823639 8.3900559 10.0908876 11.3417525 6.3042920 8.6391453 12.6081176 2.2454044 11.8590335 8.0995388 2.7479029 9.1879120 8.7663434 9.4169913 6.6547878 13.2735914 -1.3397102 7.7238302 11.4446609 7.7715707 9.0462973 11.7602759 7.0002851 10.3020352 12.6243245 13.7131729 8.5446055 10.1055275 -1.3397102 5.6262201 11.0080563 9.5718270 -1.3397102 5.5552517 NA 9.6540810 7.2970593 7.8502594 10.8650062 10.0905268 0.066229 0.434790 0.430220 -0.142320 -0.135490 0.373310 -0.175250 0.478560 0.000000 0.000000 0.411950 2.086900 -0.168910 -0.168910 0.634630 -0.182700 -0.092610 0.040044 2.583000 0.501830 0.062345 -0.014366 0.056370 -0.179920 0.028060 -0.089553 -0.089553 -0.020549 0.012516 0.066229 0.066229 0.066515 -0.540070 -0.135490 -0.174740 -0.174740 -0.174740 -0.174740 0.373310 -0.175250 -0.068663 -0.068663 0.478560 0.000000 0.000000 -0.078943 -0.188650 -0.182570 0.183740 -0.168910 -0.187660 -0.182700 0.249810 -0.666980 0.001803 0.001803 0.040044 -0.187980 0.062345 -0.014366 -0.014366 -0.014366 0.056370 -0.179920 -0.195750 -0.197370 0.028060 0.028060 -0.089553 -0.089553 -0.089553 0.024689 0.062794 0.349090 -0.176890 -0.176890 0.027216 0.022304 -0.396080 -0.396080 0.365300 0.250 0.250 0.000 -0.188 0.000 0.000 0.000 0.000 -0.180 -0.196 -0.196 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.364 0.329 0.329 -0.177 0.000 -0.142 -0.142 -0.175 0.000 -0.107 0.000 0.308 -0.170 0.000 0.000 0.412 0.412 -0.169 0.466 0.000 0.000 0.000 0.000 0.250 0.250 0.000 -0.188 0.000 0.000 0.000 0.000 -0.180 -0.196 -0.196 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.364 0.329 0.329 -0.177 0.000 -0.142 -0.142 -0.175 0.000 -0.107 0.000 0.308 -0.170 0.000 0.000 0.412 0.412 -0.169 0.466 0.000 0.000 0.000 0.000 8.4499686 9.0157861 8.2843166 5.7897188 9.1492794 7.9891100 7.0091635 5.7793753 9.4814118 6.4219857 7.7999861 7.0782875 10.6768951 8.9493012 10.6240536 11.1542905 8.7814764 11.0682339 9.7048291 9.2970596 7.5954820 5.2897902 8.7987067 0.9823639 8.7184267 11.4153225 12.0126164 6.4613354 12.0530194 10.9930311 8.0002851 5.2302914 13.6300464 7.9891100 4.9936789 0.6604723 11.1482750 7.8723234 9.4798158 4.3042920 5.0179887 8.4335742 9.5665739 8.2207677 11.2954728 10.8628650 4.3328583 13.6297316 8.5137446 10.1193542 10.0256638 9.0898419 9.1908413 9.1452579 13.3351238 7.6156488 NA 5.8403449 8.9330648 11.728877 9.945837 10.027850 -1.339710 8.882022 8.629102 7.438512 9.817125 9.784556 13.886671 6.869889 13.084404 7.901227 10.598912 10.089842 8.931898 9.368657 11.231239 11.561753 11.293884 11.694890 10.531955 8.959643 8.222678 8.415323 8.783263 9.543842 10.466179 10.726188 8.796798 5.810181 12.897720 10.784233 3.052746 7.637715 16.942496 9.003621 13.176381 10.356533 10.110100 5.955055 12.137940 2.908371 13.699423 11.165750 8.496486 10.424477 9.869773 10.184977 11.796305 8.413652 9.903609 12.999586 10.438923 10.603316 2.467801 12.409047 4.518416 2.3653006 11.7620825 14.3566112 9.5904330 7.9201784 11.5356084 9.8171248 11.1392046 10.9359775 11.1935214 9.9613595 8.9767165 10.5168605 8.6348495 11.1852215 9.5438419 9.0245696 0.9823639 10.0548977 10.7068770 12.3145116 10.9113255 4.1839946 9.9958254 10.7958237 6.1839966 11.4446609 7.7715707 11.7602759 4.8892545 7.9248778 10.1055275 7.4806141 10.4665819 11.2286287 10.8281667 9.7102835 8.4838021 11.0460278 TCGA-IG-A4P3 48 1 567 NA esophagus stage iib t2 n1 m0 male 2012 yes NA esophagus squamous cell carcinoma 20 r0 2 white not hispanic or latino 3 4 3 3 6 3 5 3 2 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 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 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 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 4 0 4 0 0 0 0 0 0 0 0 4 4 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1.258795e-05 2.878236e-06 4.86725663716814 7.9646017699115 59.9557522123894 6.63716814159292 20.5752212389381 1.5462154 9.8539085 10.5570476 -0.2611889 12.1834916 8.2689593 9.9574281 10.1317190 5.0914840 9.8243373 5.2780219 3.3827226 8.1630312 3.9867932 2.7388543 10.2757046 7.4218595 12.0900457 2.9087937 5.3535738 2.1983056 12.1353359 12.5148866 3.4393040 9.0997121 7.8421529 9.3526544 6.3640628 1.3238312 2.9087937 14.1971113 9.9968419 15.4703115 9.1406831 9.7147128 7.7416800 12.8094890 11.3574798 11.2319698 12.1834967 11.9158172 12.4022006 11.0297477 11.8932083 5.0607910 4.8886118 9.5053938 11.0753714 12.5544263 3.5968517 8.6547441 13.4005873 5.6577286 11.8478793 9.0169659 5.1482549 9.2297158 10.3641171 9.0842703 7.4427685 13.7812938 -0.2611889 9.1941922 10.6784441 5.0056515 9.4510996 12.1076442 7.1776567 9.5772810 13.0378582 12.6902407 9.7381603 10.1570917 1.7388543 5.4803330 10.0085760 10.8758560 2.1475672 5.3827226 2.8263349 10.2501233 6.2624275 8.6592178 11.4744209 9.9724485 -0.2319000 0.5105400 0.9316200 -0.0471240 -0.1570700 1.5779000 -0.0808070 0.2657700 0.0051359 0.0274970 0.3992800 0.0421660 0.0925770 1.7371000 0.0000000 -0.3933000 -0.2199700 -0.0298570 3.6569000 0.4718700 0.0341130 -0.0224690 0.1099400 -0.4889000 0.0653700 0.0846430 0.0846430 0.0244080 0.0065262 -0.2319000 -0.2319000 0.9316200 -0.6408500 -0.1570700 0.0435820 -0.5131100 -0.5282800 1.5240000 1.5779000 -0.2398500 -0.0808070 -0.0927420 0.2657700 -0.6070900 0.0051359 0.0274970 0.0421660 -0.1533600 -0.5117700 -0.5108400 -0.3614700 -0.3933000 -0.1411600 -0.1214800 -0.0305400 0.3378800 0.0263730 -0.4872200 -0.1381600 0.0322810 0.0322810 -0.0224690 0.1099400 -0.0227440 0.0578320 0.0944910 -0.4865900 -0.5013200 0.0846430 0.0985600 -0.5117700 -0.5117700 -0.4907800 -0.0059522 -0.4787000 -0.4787000 -0.1947500 0.0315770 0.0178240 0.0178240 0.0065262 0.000 0.000 0.000 -0.452 0.438 0.000 0.000 0.110 -0.480 0.000 0.000 -0.487 0.000 0.000 0.000 0.000 0.000 -0.232 0.279 0.000 0.000 -0.479 -0.195 0.503 -0.110 1.137 1.137 -0.147 0.000 0.092 -0.174 0.000 0.000 0.314 0.314 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.000 -0.452 0.438 0.000 0.000 0.110 -0.480 0.000 0.000 -0.487 0.000 0.000 0.000 0.000 0.000 -0.232 0.279 0.000 0.000 -0.479 -0.195 0.503 -0.110 1.137 1.137 -0.147 0.000 0.092 -0.174 0.000 0.000 0.314 0.314 0.000 0.000 -0.393 -0.393 0.000 0.000 8.4904089 9.6762387 5.2145989 6.0875923 8.2023893 8.4393048 7.6636776 6.6577286 9.6329247 6.0149890 7.3162933 7.3535747 9.3673103 9.1343991 10.1936782 12.4298450 10.5834412 11.4958381 9.8974746 9.7633120 8.7856068 5.8578069 8.5654132 -1.2611889 8.6532499 10.2201598 11.5695781 8.7982093 11.9987347 11.1352021 8.2105403 4.3827226 12.8784962 8.4393048 3.9502631 -0.2611889 11.2687834 8.7626192 9.4271152 3.5968517 6.3873298 7.3645733 9.4794889 8.6988668 10.8542338 10.2377140 -0.2611889 12.5152979 9.5534473 10.6165325 10.2181399 9.4410375 6.4599643 8.2003445 13.7674185 7.7861526 -1.2611889 3.8681435 8.4358323 12.0205052 10.6699717 9.9574281 NA 10.1434743 10.9498406 7.7104083 10.0636080 10.4718802 14.6013376 7.2267050 10.8886120 8.0449268 8.0334858 10.1193260 9.5070491 8.6107702 11.6128857 11.9395505 12.2818967 12.5148866 11.3385453 8.5827859 6.3011065 8.4218595 11.8326126 9.7556733 10.5214536 10.7222148 8.3917097 3.9087937 12.3464264 11.0297477 0.7388975 8.3424912 15.8370379 8.4095212 14.2439941 10.0714609 11.1732325 8.0196358 12.1617181 2.3238312 14.0399116 11.8984209 8.6930611 11.7107677 9.3986289 10.8483691 11.9679841 9.9586384 10.8710433 12.0447699 10.4271152 10.8431360 2.0608083 12.9650513 0.3237736 4.738865 12.183492 14.227770 10.468486 8.745892 11.980848 10.063608 11.667568 5.278022 13.579151 9.689421 7.713279 10.392086 9.368222 12.479173 9.755673 10.016152 4.888612 9.582786 10.302538 12.428754 10.983229 6.165130 10.131182 11.838706 5.804954 10.678444 5.005651 12.107644 5.727550 4.948321 10.157092 8.483699 9.994484 10.683211 10.480332 12.620552 8.067540 10.788033 TCGA-IG-A4QS 71 1 118 NA esophagus stage iiib t3 n2 m0 male 2012 no NA esophagus adenocarcinoma, nos NA r0 6 white not hispanic or latino 1 1 1 1 1 2 1 1 1 1 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 7 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 4 0 1 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 7 0 0 0 0 0 4 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 7.420994e-06 1.733877e-06 23.4200743494424 1.48698884758364 26.3940520446097 38.6617100371747 10.0371747211896 NA 9.2700864 9.2645587 7.7232350 10.9407257 8.2968424 10.1357516 9.0595981 5.6317358 8.0370807 7.2783379 NA 7.5658485 NA NA 10.0858106 1.8244013 12.0009330 0.2393980 2.9398660 NA 11.5784341 11.6106513 0.2393980 9.2687064 5.0467748 9.2492479 1.2393980 NA 2.0467704 14.6003349 8.2562276 15.3304971 9.3254226 8.1251153 7.1701564 11.8967377 8.1372648 10.6895994 11.9661972 11.7780932 12.2906282 16.0212528 11.3863061 1.5613506 -0.7604798 4.5969709 10.1642317 11.4266104 2.8243809 8.8541291 12.2088057 NA 10.9389917 9.0801972 -0.7604798 9.4218136 9.0786229 7.9224137 5.7151521 13.0690429 NA 7.6530471 10.6625351 4.7940103 8.6802885 10.3904358 3.8243809 10.0651731 10.8810194 11.1841313 8.2645589 10.0843132 -0.7604798 4.4873449 9.9109603 8.8522876 NA 4.6317387 0.2393980 9.8026156 3.4873449 7.8430454 8.0370807 8.9464159 -0.4685500 0.8667200 -0.1455400 0.0953630 0.1045300 0.6554000 -0.4702500 -0.5108900 1.0973000 1.1553000 0.0605080 0.5968400 -0.5168100 0.5592700 2.8055000 -0.4781800 -0.0077482 0.0793030 0.0793030 3.6569000 -0.4780700 -0.2009900 0.0570830 -0.4918800 -0.0162920 0.0476940 -0.4672700 0.3093700 0.3088900 -0.4685500 -0.2705600 -0.1455400 0.0953630 0.1089100 -0.4574700 -0.4516300 -0.4516300 0.8370700 0.6554000 -0.4835500 -0.4361500 -0.4755400 -0.4891100 -0.4972600 0.3252400 1.1149000 -1.1194000 0.0911550 -0.5168100 0.5592700 -0.4781800 -0.4781800 0.0459910 0.0459910 0.0718220 0.0489720 0.0894160 -0.4063900 0.3146600 -0.2009900 -0.2009900 -0.2009900 0.0307320 -1.0620000 0.0161460 -1.2929000 -0.5011000 -0.0162920 0.0476940 -0.4672700 -0.4672700 0.0154470 -0.4980900 -1.2929000 -1.0203000 -1.0510000 -0.1733500 -0.2589000 -0.2589000 0.2577000 0.3356100 0.000 0.000 0.000 0.000 -0.486 -0.486 -0.201 0.000 -0.483 0.000 0.000 -0.485 0.000 0.000 -0.467 -0.498 0.309 0.000 -0.146 0.814 0.814 -0.508 -0.199 0.000 0.000 -0.452 0.204 -0.475 -0.475 -0.482 -0.482 0.592 0.592 0.000 0.000 -0.517 0.444 -0.478 -0.478 -0.001 0.258 0.000 0.000 0.000 0.000 -0.486 -0.486 -0.201 0.000 -0.483 0.000 0.000 -0.485 0.000 0.000 -0.467 -0.498 0.309 0.000 -0.146 0.814 0.814 -0.508 -0.199 0.000 0.000 -0.452 0.204 -0.475 -0.475 -0.482 -0.482 0.592 0.592 0.000 0.000 -0.517 0.444 -0.478 -0.478 -0.001 0.258 7.434176 9.641365 6.690631 2.046770 7.205204 10.343363 3.698852 6.109785 8.895844 5.561348 5.596971 7.682363 8.994307 8.297411 8.570336 10.647218 12.138053 10.971162 11.279366 7.751172 9.231564 8.545481 6.524822 4.326882 9.219559 10.260399 11.114401 5.731273 11.782127 10.572015 8.100506 2.939866 10.473638 10.343363 6.491989 5.698852 11.177161 9.546620 6.570335 1.824401 5.122064 6.458587 9.623124 6.468238 10.175321 10.450091 NA 12.107277 9.320237 11.233419 8.764940 8.846750 4.561344 7.605742 11.181200 8.517055 5.579271 7.210963 9.134237 11.7956857 10.2330653 10.1357516 NA 9.4682379 8.0076037 7.6698715 10.3628940 9.7551191 11.9939769 7.5155437 10.0746802 7.6013630 13.6793150 9.3308546 7.6445608 10.0880422 10.8453617 9.8530890 10.3215683 11.6106513 9.8805678 9.2023151 2.5613506 7.2224124 9.6771713 8.9825707 11.2323575 10.0667619 8.9859336 4.2394210 11.6155446 16.0212528 -0.7604798 6.4778246 18.2246377 7.3268824 13.6786008 10.2145507 12.4052684 10.3413948 10.4005511 -0.7604798 12.6593728 11.4543454 8.1463100 9.4561651 9.9878302 10.4926758 12.4174615 8.9842530 10.5494639 14.2219998 10.2224127 11.8111719 3.5613506 13.5174330 NA 1.2750667 10.9407257 12.8628435 10.2673252 6.5613475 12.3043304 10.3628940 11.2892677 7.2783379 11.1319620 6.9876119 6.6988505 11.0088439 8.6466869 10.9673397 8.9825707 9.7590554 -0.7604798 9.3440180 10.7462226 11.9164781 10.0313960 1.5613506 9.8743573 9.6274365 3.6317329 10.6625351 4.7940103 10.3904358 2.2394286 4.4873449 10.0843132 6.8467490 9.9038665 10.5471892 10.6013630 10.2906282 9.3479438 10.6456242 TCGA-IG-A4QT 56 1 283 NA esophagus stage iia t3 n0 m0 male 2012 yes NA esophagus squamous cell carcinoma 60 r0 0 white not hispanic or latino 2 6 3 3 5 3 4 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895182e-07 3.120979e-07 11.5384615384615 11.5384615384615 76.9230769230769 0 0 NA 9.7678176 10.1634348 NA 12.3504186 8.2032188 12.4086670 9.4779177 6.1471357 9.7492939 6.9988815 NA 7.5918626 NA NA 11.4513235 4.8834058 11.6912067 -1.2249916 3.6817753 NA 11.8327019 8.3969310 3.0228117 10.5297669 11.7702932 10.2796983 5.0129038 4.1671973 1.0968016 15.0085552 9.4779177 15.4825771 9.3215038 12.6044039 7.9296975 11.3722336 2.2343174 10.5201334 10.9222942 10.7639190 12.5211837 10.5664493 10.5108584 2.5822429 0.3598585 13.3782739 10.2419754 12.4032964 3.7748819 9.2607086 11.3878976 4.0968100 11.5129716 8.7746820 5.0786611 9.8409686 9.2974608 9.0579676 8.4005883 12.4364348 NA 8.7916878 11.4144461 3.0968016 9.7492939 11.1717516 7.7833080 9.9800617 10.8951173 13.4411588 10.1119437 10.5467814 2.5822429 1.7748819 12.2604571 10.6858967 -1.2249916 3.9843341 4.4187364 10.0156707 8.2053319 8.1057964 3.8192697 9.7775397 -0.00129060 -0.00129060 -0.00129060 0.00194180 0.00194180 0.00000000 0.00277450 0.00110930 0.00124810 0.00124810 0.00166420 0.00166420 0.00110930 0.00110930 0.00110930 -0.00307850 0.00124810 -0.00526100 -0.00526100 -0.00041585 -0.00041585 -0.00249380 0.00069327 -0.00443120 -0.00290910 -0.00249380 -0.00249380 -0.00277070 0.01712400 -0.00129060 -0.00129060 0.00624810 0.00194180 0.00194180 0.00000000 0.00000000 0.00000000 0.00000000 0.00000000 -0.00383790 0.00277450 0.00277450 0.00110930 0.00124810 0.00124810 0.00124810 0.00166420 0.00166420 0.00110930 0.00110930 -0.00307850 -0.00307850 -0.00263220 -0.00263220 -0.00263220 -0.00263220 -0.00526100 -0.00526100 -0.00567570 -0.00249380 -0.00249380 -0.00249380 0.00069327 -0.00097017 -0.00719580 -0.00719580 -0.00290910 -0.00290910 -0.00249380 -0.00249380 -0.00249380 -0.00249380 -0.00774820 -0.00940460 0.00444110 -0.00753710 -0.00484610 0.00583090 0.00583090 0.00583090 0.00314860 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.138467 9.991019 1.359858 3.475318 7.846342 8.548018 6.824728 1.774882 9.254660 5.934750 7.588661 8.078660 8.822003 9.465750 10.666663 10.183209 6.109822 10.740303 9.190621 6.096808 7.039978 5.595059 10.741024 NA 8.623502 11.502800 8.642158 7.598247 11.459593 10.520974 7.436657 4.607768 2.862332 8.548018 6.299303 -1.224992 11.644473 8.815169 8.509589 6.060281 8.449071 7.411504 10.796206 9.763564 10.398304 10.335690 3.096802 12.098919 9.207421 8.541408 9.689265 9.227121 9.880788 4.529765 9.870276 7.993370 NA 3.729074 10.301868 11.0006893 10.3733971 12.4086670 -0.2251602 8.9831136 11.8149978 9.2424848 10.2048090 11.1340799 9.5776945 7.9296975 10.4574351 8.9246264 6.8083027 11.2058545 9.1575033 8.9855508 12.0520214 7.6296852 4.0968100 8.3969310 9.8669758 8.6922514 10.4766189 11.4205378 2.4753184 8.2485851 11.3815159 10.0917265 9.2796983 8.0416657 12.4071930 10.5664493 NA 9.6413856 17.3849275 9.3794325 13.7408890 10.3556090 5.5163461 8.0854921 11.9970705 0.3598585 13.3959885 11.5836425 8.3043098 8.5757794 10.8742042 11.6402260 12.0789454 13.4201437 10.0251778 13.9176589 9.4517180 11.0990599 -1.2249916 13.1021513 1.7748819 2.8665717 12.3504186 12.4327515 9.9163480 10.9910189 13.4657504 10.2048090 10.9031960 6.9988815 8.2546597 10.5914631 6.2586960 10.3427926 8.1499188 11.5862541 8.2485851 9.4587513 0.3598585 9.7159270 11.1977325 12.5284095 10.5644129 5.3294681 9.9910189 11.5727435 4.0228028 11.4144461 3.0968016 11.1717516 4.7521598 NA 10.5467814 7.4078745 10.4792153 11.9350659 10.7305292 10.4783504 8.4543593 10.6798902 TCGA-IG-A50L 58 0 NA 16 esophagus stage iiia t3 n1 m0 male 2012 NA NA esophagus squamous cell carcinoma 31 r0 1 asian not hispanic or latino 3 4 2 2 3 3 5 3 2 3 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4.542758e-06 1.040326e-06 12.962962962963 4.32098765432099 41.9753086419753 24.0740740740741 16.6666666666667 -1.60603472 10.00839991 10.26682507 NA 11.99719688 7.89540987 11.00724891 8.77785430 4.98839839 11.49612581 10.32377840 1.20150840 8.32636477 1.39412996 -1.60603472 9.31763352 2.39415740 13.21785123 2.97911076 4.20150840 0.97914735 10.65448164 10.71720490 2.30103153 9.18123650 4.69792947 8.51309117 8.04475311 1.85359651 -0.02092584 14.34217509 10.37393254 13.02852559 9.24024372 7.71156305 8.09113491 14.26677692 8.90590291 10.66852825 11.04706678 12.20963351 13.10613967 10.90960362 12.57763044 4.30103885 6.51827075 5.71607726 10.73678040 11.96575229 4.56407326 8.45889297 11.80665248 5.65153681 11.61013806 8.94657911 6.17551063 9.21273226 10.48061816 9.91575064 6.00886109 13.09388524 1.56408545 9.67085609 10.83787073 10.53593795 8.85255666 11.33995970 3.03801469 9.23335388 14.31380492 12.51406391 8.58150227 10.34859007 -0.60581515 4.73399961 11.18490589 11.11631725 NA 6.00886109 1.85359651 10.38283485 7.18205264 9.12036827 10.59167399 10.93942113 -0.147720 0.290720 0.672150 -0.346640 0.015866 0.954880 0.373640 1.702200 -0.392990 -0.034086 2.231600 0.309530 -0.114780 -0.121870 3.656900 -0.305570 0.617160 0.116680 -0.083997 0.267650 0.100600 0.347950 0.805390 0.235040 0.235040 1.596500 0.253550 -0.096836 0.284850 -0.147720 -0.402520 0.645010 -0.223550 -0.003412 -0.357570 -0.348590 -0.348590 1.007400 0.954880 -0.347440 -0.289760 -0.336640 -0.298630 -0.358630 -0.512590 -0.034086 0.309530 -0.022881 -0.110370 -0.121870 -0.317620 -0.305570 -0.384250 -0.364840 -0.357720 -0.357720 -0.381000 -0.027705 0.110230 -0.036401 -0.331440 -0.331440 0.033267 0.237520 0.260900 -0.105130 0.235040 0.245440 1.596500 -0.363630 -0.363630 -0.363630 -0.136780 0.290240 -0.366240 -0.366240 -0.105520 -0.473420 -0.473420 0.260120 0.260120 -0.365 -0.365 0.000 0.000 0.268 0.268 -0.331 0.000 0.282 0.261 0.000 0.235 0.235 1.597 -0.364 -0.120 -0.120 0.000 0.000 0.290 0.290 -0.366 -0.106 0.000 0.000 -0.349 0.955 -0.337 -0.337 -0.211 -0.352 -0.359 0.000 0.492 0.000 -0.110 0.000 -0.318 0.693 -0.213 0.260 -0.365 -0.365 0.000 0.000 0.268 0.268 -0.331 0.000 0.282 0.261 0.000 0.235 0.235 1.597 -0.364 -0.120 -0.120 0.000 0.000 0.290 0.290 -0.366 -0.106 0.000 0.000 -0.349 0.955 -0.337 -0.337 -0.211 -0.352 -0.359 0.000 0.492 0.000 -0.110 0.000 -0.318 0.693 -0.213 0.260 7.4762991 11.2141296 4.8370955 0.3941848 7.2614293 7.0630348 5.8698837 7.6277695 9.6562450 6.5489683 8.0753888 7.3070396 9.7053309 8.2614288 10.2847944 14.0903842 7.1347744 10.9427313 9.9260188 9.4046782 7.3198527 3.6420777 9.9177120 -0.6058152 9.0298683 10.2991610 12.2299045 10.4323832 12.1893202 10.6346434 8.8024799 6.2143288 9.9381486 7.0630348 3.2250127 0.3941848 11.1875502 9.4004762 8.3263648 2.2015084 6.0938263 6.0876368 9.6066465 9.2698995 10.7552715 11.2790838 NA 11.9769978 8.3055420 9.2737334 10.4299803 11.1229210 1.7160690 9.0443042 11.9529296 8.1676851 -0.6058152 6.7821674 9.7891487 12.0781316 10.6373241 11.0072489 NA 10.1527898 8.2783207 9.1118266 9.7194556 11.2057255 13.2442881 8.2767930 12.2279297 8.1623344 9.7289820 10.4753007 9.0143701 10.2987848 11.5357783 14.2169420 5.4385457 10.7172049 10.7719029 7.8637917 7.3714299 7.0416088 6.7250676 8.7746112 9.9147689 12.8294297 8.9809898 3.0380147 11.7095828 10.9096036 3.2521280 5.2767944 15.5052527 8.4709659 13.6229313 10.1656396 9.1186639 3.8204139 11.9919699 0.9791473 12.2102278 11.5893685 9.8204148 9.5571707 9.8052055 10.1877534 12.5157646 8.3248875 10.5198864 12.4438200 10.1893781 11.0943731 1.9791108 12.8925007 4.9640058 2.787850 11.997197 13.632144 10.232172 7.368565 11.782975 9.719456 10.852557 10.323778 13.810420 9.908371 11.659912 11.091350 9.149038 11.468793 8.774611 7.528577 6.518271 10.112255 10.054146 11.907754 10.842008 3.038015 10.594742 9.519564 6.533702 10.837871 10.535938 11.339960 4.276794 8.775618 10.348590 7.921627 10.302543 11.220301 10.491195 10.236893 9.929425 10.449094 TCGA-IG-A51D 63 0 NA 518 esophagus stage iib t1 n1 m0 male 2012 no 80 esophagus squamous cell carcinoma NA rx 1 white not hispanic or latino 3 5 3 5 3 3 6 4 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 5.166954e-06 1.83791e-06 23.6714975845411 3.86473429951691 47.3429951690821 8.69565217391304 16.4251207729469 1.8234641 10.3819015 10.5607932 NA 12.7132188 8.6394699 9.2923398 9.9922494 4.8864526 9.3715617 10.7808061 1.1230702 8.2600322 NA NA 10.0381922 NA 12.4351647 0.8715283 2.2929584 0.7079665 11.6545444 11.5280496 NA 9.1735700 5.2315668 8.9303961 9.5059677 1.8234641 -0.2919452 14.7637521 9.1871103 14.9025110 9.8711124 8.5845206 7.8009018 13.4535029 10.9005019 10.9023501 10.7887457 11.6507625 12.8397534 10.1106604 11.5986479 3.7377516 -0.8769960 7.2210728 11.3007721 12.1754589 4.0056874 7.7266678 12.2372918 4.4084401 11.7601188 8.6362849 5.1117241 9.9964852 10.1955087 9.3945041 6.7377503 13.6853133 -1.8767311 8.0611503 11.0756003 5.5987731 8.7098810 11.5080946 2.3709733 10.2600322 12.9080848 13.1828080 7.0087379 10.3458964 NA 3.9303967 10.9899337 8.3721546 NA 7.0087379 NA 10.4228215 8.5207157 8.1300686 10.4869021 10.4444056 0.19360000 0.29183000 0.26923000 0.00208050 0.01391100 0.99571000 0.00249690 -0.32368000 0.00000000 0.01181800 0.32221000 0.99219000 -0.01257600 0.32463000 0.30574000 -0.01491600 -0.02726100 -0.00387790 3.40950000 0.01084200 0.00541390 -0.31856000 -0.05792400 -0.04197400 0.12020000 -0.02031000 -0.01050800 -0.04387300 0.46263000 0.19360000 0.29183000 0.26923000 -0.41630000 0.01391100 -0.34343000 -0.34343000 -0.34343000 0.96329000 0.99571000 -0.01023200 0.00013863 0.30330000 -0.32368000 0.00000000 -0.00748920 -0.00954260 -0.34412000 -0.34412000 -0.32472000 -0.01257600 0.30042000 -0.75600000 -0.01367700 -0.01367700 -0.01367700 -0.01367700 -0.00387790 -0.33929000 -0.00912860 -0.32635000 -0.31856000 -0.31856000 -0.05792400 -0.03572100 0.04386500 0.04386500 0.12020000 0.10482000 -0.02031000 -0.01050800 -0.01050800 -0.01050800 -0.37358000 0.77541000 -0.00691950 -0.00691950 -0.04224500 -0.36318000 -0.36318000 0.29294000 0.27024000 0.000 0.000 0.000 3.318 0.000 0.000 -0.326 0.000 0.000 0.000 0.000 0.120 0.120 0.000 0.000 -0.325 0.000 0.227 0.227 0.775 0.775 0.000 0.000 0.000 0.000 -0.320 0.963 0.000 0.000 -0.324 0.000 0.000 0.000 0.322 0.322 0.313 0.313 0.000 0.000 0.025 0.388 0.000 0.000 0.000 3.318 0.000 0.000 -0.326 0.000 0.000 0.000 0.000 0.120 0.120 0.000 0.000 -0.325 0.000 0.227 0.227 0.775 0.775 0.000 0.000 0.000 0.000 -0.320 0.963 0.000 0.000 -0.324 0.000 0.000 0.000 0.322 0.322 0.313 0.313 0.000 0.000 0.025 0.388 8.4494706 10.0695819 7.0419044 3.1230371 7.8304005 7.9158316 5.9872276 7.1060342 9.5850320 6.1173938 7.2157980 6.6814619 9.9833522 8.8754216 10.6793077 12.1349672 8.0835208 11.6042098 9.3004606 9.3721546 8.0207200 5.5153592 8.4606631 NA 9.0171010 11.0732325 11.7053007 7.7487497 12.8261801 11.6966883 8.1145628 1.8234641 13.0604609 7.9158316 4.3424054 1.7080106 11.2492616 9.0291801 9.6023162 2.9810306 5.7154981 6.2105038 10.4483466 9.1433266 12.1217197 11.2852751 0.9303967 12.9406244 8.6098761 9.2263289 9.8653505 10.2174487 4.5659870 8.6258728 14.4411955 7.4342220 NA 6.5451066 8.9068578 11.434648 10.633558 9.292340 -1.876731 10.424537 7.874585 8.719231 9.887498 10.220086 14.295176 7.861133 12.309155 7.366215 9.080143 10.245546 8.937624 8.883761 11.016722 12.833214 7.150948 11.528050 10.703300 8.496994 5.480592 7.382784 3.077243 9.458990 10.196848 11.735334 8.756036 5.752398 12.739705 10.110660 -0.876996 6.536668 14.518653 8.055256 13.427214 11.226329 7.074326 6.662200 12.850536 1.444985 12.676211 12.215220 9.535611 10.156464 9.900144 10.711053 11.594208 7.085937 10.987227 12.365208 10.280704 10.111726 1.123070 13.259031 4.100322 2.766892 12.713219 14.681849 10.653691 6.435924 10.421390 9.887498 11.087743 10.780806 12.991044 9.357859 9.034433 10.795175 9.224354 10.810417 9.458990 8.157840 -0.876996 9.715965 9.067021 12.549568 11.484300 4.444972 10.577693 9.492093 5.685284 11.075600 5.598773 11.508095 5.802522 8.444969 10.345896 7.444969 10.306056 11.183906 10.929792 11.503096 8.479493 10.426536 TCGA-IG-A5B8 72 1 24 NA esophagus stage ib t3 n0 m0 male 2012 no NA esophagus squamous cell carcinoma 75 r0 0 white not hispanic or latino 3 5 3 4 3 3 6 4 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7.975835e-06 3.363722e-06 11.4803625377643 1.81268882175227 45.3172205438066 7.55287009063444 33.8368580060423 0.6845495 9.4285716 9.8713120 NA 12.1854206 7.3058246 8.5332016 10.8688342 5.0939700 8.4192882 1.6845944 NA 8.0960895 NA NA 11.0555467 -0.3154505 11.3349461 2.0946415 2.1440137 NA 11.8833306 9.8285995 -0.3154505 9.0121315 2.3850168 8.2676613 2.8544944 7.1150312 -0.3154505 14.3279558 8.1501453 16.2556099 9.7798767 8.3047985 7.8988976 14.5182100 12.5505052 9.9223861 11.8216675 11.5499253 12.4185473 10.4765556 12.8461830 1.2695120 NA 1.8545144 10.6564814 10.6038443 2.5914640 8.8557555 11.5755839 0.2695120 11.4137745 8.4511076 2.6845719 9.6019507 10.0530851 7.7425702 5.5425583 12.2930645 -1.3154505 7.0465227 11.3563409 3.4394636 8.7320843 11.7378258 0.6845495 9.6661461 13.6665027 12.4321423 8.8355954 10.0048151 NA 3.5425552 9.3257273 9.0843907 NA 4.2992886 NA 8.9396071 3.4919300 7.0480999 2.6845719 10.7720913 0.0084743 0.5732600 0.1292500 -0.1474700 -0.1474700 0.5805500 -0.2495800 1.1008000 0.0274970 0.0244080 0.2333400 -0.2150300 -0.1396200 -0.1396200 1.1484000 -0.2573400 -0.2560000 -0.0257560 -0.0257560 -0.2353300 -0.2460600 0.2277700 0.0189430 0.0155870 -0.5201000 -0.2541900 -0.2541900 0.0054139 -0.0364010 0.5567300 -0.5172200 0.8073300 -0.1474700 -0.1474700 -0.5315400 -0.5315400 -0.5315400 0.0321400 0.5805500 -0.2664900 -0.2495800 -0.2518500 0.0225850 0.0274970 0.0244080 0.0000000 -0.2058500 -0.2463000 -0.1396200 -0.1396200 -0.5827400 -0.9975000 -0.2604700 -0.2604700 0.1835900 0.1835900 -0.0257560 -0.0257560 -0.2460600 -0.5425000 0.2277700 0.2277700 0.0189430 0.0203430 0.5401300 0.5491200 -0.5201000 -1.1612000 -0.2541900 -0.2541900 -0.2541900 -0.2541900 -0.5180500 0.0101460 -0.5125900 -0.5341900 -0.5387500 -0.0329960 -1.2592000 -0.0131270 -0.0384420 -0.077 0.184 0.000 0.000 -0.235 -0.235 0.228 0.000 0.000 0.540 0.540 -0.520 -0.226 -0.254 -0.254 0.000 0.000 0.000 0.121 0.000 0.000 -0.513 -0.539 0.000 -0.134 -0.532 0.000 -0.250 -0.250 1.078 0.000 0.000 0.000 0.018 -0.215 -0.140 0.000 -0.257 -0.257 0.000 0.000 -0.077 0.184 0.000 0.000 -0.235 -0.235 0.228 0.000 0.000 0.540 0.540 -0.520 -0.226 -0.254 -0.254 0.000 0.000 0.000 0.121 0.000 0.000 -0.513 -0.539 0.000 -0.134 -0.532 0.000 -0.250 -0.250 1.078 0.000 0.000 0.000 0.018 -0.215 -0.140 0.000 -0.257 -0.257 0.000 0.000 4.5914700 8.9745976 9.0465224 6.2002787 6.3988241 7.1399064 5.9037469 9.2882051 9.5831800 7.5300684 6.9277531 6.2081407 9.7878665 8.3266304 4.7931051 11.9696919 10.2882422 12.6784900 10.9070717 7.9676672 7.5971684 5.5300676 5.3710779 -1.3154505 7.8519970 9.5618628 12.7908962 8.6373201 11.9492309 11.6831691 8.4577178 1.0064776 14.2565090 7.1399064 2.8237290 -0.3154505 10.5198396 10.0666623 4.4124970 NA 1.6845944 5.0244305 10.1475921 5.3710779 11.2254332 11.5729414 NA 12.8651872 10.8576312 9.7459499 12.2919090 9.2149849 1.8545144 10.5698938 13.3751224 7.0753925 NA 2.1440137 7.5824243 11.946967 10.405251 8.533202 NA 9.495953 6.385019 7.204215 10.182430 10.156254 13.175054 8.739861 10.985789 7.981495 8.271419 9.616055 9.183428 9.627826 11.713521 11.655549 10.178934 9.828600 11.469622 8.039930 6.200279 7.139906 7.937244 10.627826 10.892508 11.258226 9.055822 3.328434 12.110319 10.476556 3.144014 7.001991 17.609010 5.793103 14.319645 9.876871 13.219003 3.932505 10.546829 2.144014 12.564603 11.441969 9.512715 7.511127 9.495094 9.889150 12.689589 2.772033 11.013254 13.061942 11.103222 10.987503 NA 14.353408 NA 0.2695120 12.1854206 12.7387590 11.2047062 4.3850168 11.6647182 10.1824305 11.2408452 1.6845944 12.8115251 7.0768957 10.2251910 9.9209039 5.9791999 10.7647300 10.6278260 9.2863494 NA 9.4626558 9.2974471 13.4630152 10.6743280 3.3850168 10.2942191 11.6116159 2.9325148 11.3563409 3.4394636 11.7378258 7.4226712 0.6845495 10.0048151 8.3570039 10.3234670 10.1501451 9.5324190 9.7707149 8.5253568 10.2042150 TCGA-IG-A5S3 69 0 NA 712 esophagus stage iib t3 n0 m0 female 2012 no 80 esophagus squamous cell carcinoma NA NA 0 white not hispanic or latino 3 7 3 4 2 3 4 3 3 3 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2.11533e-06 6.588733e-07 30.952380952381 2.38095238095238 41.6666666666667 10.7142857142857 14.2857142857143 6.3654091 10.6367681 10.4296785 NA 12.6476839 7.3680996 10.7786418 9.0956259 5.9014172 10.1617296 4.6177158 0.1365852 7.8937020 3.8735573 5.5739955 8.5815911 4.7414508 13.0973674 4.0886165 5.7707973 -1.4485086 12.2726200 11.4897369 2.1365852 8.4689995 5.4096082 9.6397533 8.2207783 1.7215477 7.6962860 15.7502165 10.1654171 13.8166723 10.0363499 7.6653700 8.6976362 15.2582990 9.9657843 9.1891581 11.2694068 9.6377638 12.5480128 10.6190620 11.1748232 4.6390932 4.2240557 5.5960227 11.2542332 12.3378932 7.6911789 8.5586549 12.0719602 5.8090156 10.6180532 9.6436116 4.2520674 9.3947634 9.2503323 11.3896497 9.2778458 13.0547701 -1.4485086 11.7945040 10.6374320 5.6911796 10.1481155 11.4346527 8.0830091 9.3860987 12.2246053 11.2620036 9.7900324 10.5669555 1.5516391 5.3065138 10.7395982 11.9880789 1.5516391 6.8959230 NA 9.8519801 6.2169631 9.3090177 9.3419762 10.8103232 0.070386 0.562760 0.562760 0.270800 0.270800 0.413290 0.456150 0.607920 -0.208710 0.035430 0.248400 0.234420 -0.189360 -0.189360 -0.191990 -0.303100 -0.303100 -0.237160 3.656900 1.254200 -0.155540 -0.310610 -0.570210 0.000000 -0.198250 -0.511870 -0.511870 0.301700 0.129330 0.070386 0.019783 0.517510 0.270800 0.270800 -0.595750 -0.595750 -0.595750 -0.595750 0.413290 1.090800 0.456150 0.465700 0.051387 -0.208710 0.015898 0.035430 0.234420 0.234420 -0.189360 -0.189360 -0.303810 -0.303100 -0.400800 -0.400800 -0.400800 -0.400800 0.265770 -0.344700 -0.155540 -0.280490 -0.310610 -0.310610 -0.570210 0.000000 -0.050100 -0.064636 -0.198250 -0.198250 -0.511870 -0.536220 -0.536220 -0.536220 -0.811140 0.621330 0.244200 0.244200 -0.524910 -0.316920 -0.316920 0.129330 0.129330 -0.401 -0.401 0.245 -0.077 1.099 -0.156 -0.311 -0.570 0.000 0.000 0.000 -0.198 -0.198 -0.512 -0.512 -0.779 -0.477 0.563 0.563 1.235 1.235 0.244 -0.525 0.271 0.271 -0.596 -0.596 1.091 1.091 0.557 0.000 -0.209 0.000 0.248 0.248 -0.189 -0.189 -0.303 -0.303 -0.188 0.129 -0.401 -0.401 0.245 -0.077 1.099 -0.156 -0.311 -0.570 0.000 0.000 0.000 -0.198 -0.198 -0.512 -0.512 -0.779 -0.477 0.563 0.563 1.235 1.235 0.244 -0.525 0.271 0.271 -0.596 -0.596 1.091 1.091 0.557 0.000 -0.209 0.000 0.248 0.248 -0.189 -0.189 -0.303 -0.303 -0.188 0.129 8.4204500 10.8536953 6.4342713 6.8780570 6.3131787 8.5656482 5.9525060 12.8638015 9.5967047 6.5850512 7.9610184 7.2624341 9.7215526 11.4156203 11.4669468 10.1580329 7.7781363 10.5822947 8.9201340 8.9212251 7.5935331 8.6001144 7.1700132 0.1365852 8.9498156 14.0253651 13.0164924 6.1365893 11.3513827 11.1347104 7.7439202 3.4585132 11.8261514 8.5656482 5.2141170 0.5515898 11.5090924 10.8265880 11.0399699 2.5516391 6.9904194 11.6895793 10.7249925 9.3613958 10.3148399 9.9223150 4.5739925 11.8203158 8.6136738 9.0544594 9.6170437 9.5166903 6.6962860 7.4250715 11.8676262 7.3365565 NA 5.4704913 8.8565494 11.9316828 10.6224194 10.7786418 -1.4485086 10.2888750 8.5530360 8.9157623 10.0369185 10.3169137 14.4225943 7.1403421 11.9839085 8.3605917 6.4158144 10.3670109 7.7756294 8.7995552 12.0569430 13.5698282 9.8289151 11.4897369 10.4041571 9.4860557 5.2098393 7.4524941 8.2981419 9.5926022 9.9212249 13.0378341 9.0394677 8.6311123 12.3902407 10.6190620 0.1365852 7.2795484 17.0224476 10.1617296 13.2067111 10.7710987 8.7240551 9.8931465 12.0658485 0.5515898 15.2536252 12.0533404 9.1090912 11.8738375 9.1502385 10.3119317 11.5893461 6.6284426 10.8283336 12.2709897 10.6390904 10.2956204 1.1365852 12.0517226 3.1365852 6.970029 12.647684 14.047543 10.253367 8.543149 11.027614 10.036919 10.889528 4.617716 14.253042 14.323504 6.639090 10.933171 8.063381 11.145719 9.592602 9.489001 4.224056 9.697560 10.114347 11.553915 11.110766 5.265872 10.392406 9.481626 5.780447 10.637432 5.691180 11.434653 5.346042 4.761083 10.566956 7.596022 9.653603 10.754976 10.855694 10.443411 9.489001 10.927482 TCGA-IG-A625 60 1 390 NA esophagus stage iiib t3 n2 m0 male 2012 NA NA esophagus squamous cell carcinoma NA r0 5 asian not hispanic or latino 3 4 3 3 4 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 5 0 0 0 2.670171e-06 8.669386e-07 19.4174757281553 6.79611650485437 49.5145631067961 14.5631067961165 9.70873786407767 2.38000903 10.35082506 10.44035832 -0.61993554 11.41411132 7.83316777 10.87685395 9.62138762 5.05242459 9.23330978 3.33419640 -0.03504695 7.16135967 -0.61993554 -0.61993554 8.80329485 7.53481800 13.37366746 0.70194821 5.20017867 NA 12.18765697 11.41857626 4.38000210 9.13070723 6.00935613 8.01299543 8.47069466 0.37995360 3.58945191 14.32258340 10.53955618 13.03889333 8.79969704 8.01843611 8.84155114 14.45186053 9.04711164 11.50282817 11.74378452 12.04677895 12.65772344 10.89939069 11.21565585 2.90355894 7.18413149 6.08735888 11.49178792 12.18652662 5.26264362 8.74084730 13.68743154 6.21289029 12.19728367 9.06401248 2.96497153 9.44810660 9.87135223 9.85218335 7.17116278 13.06737586 NA 9.93794240 10.69401689 11.49683146 9.06999801 11.64282912 7.59674585 9.80048676 12.95748801 11.25152046 9.85725247 11.28348851 -0.03504695 4.08043596 10.53797858 9.18976823 -0.09896901 4.16136370 NA 10.39680844 6.44069645 8.55242780 11.83519893 11.02827008 0.07412000 1.42950000 1.42950000 -0.00055507 0.03312600 1.65960000 3.65690000 -0.05428600 -0.00755700 0.01768300 0.00069263 0.00986630 0.00499630 0.78813000 0.75089000 0.69260000 0.69559000 -0.00968120 -0.00968120 0.01698400 -0.03164800 -0.00124790 -0.74229000 -0.03449600 0.39496000 0.80655000 0.79097000 -0.04604200 0.56632000 -0.80285000 0.05987300 1.42950000 0.03157600 0.03312600 -0.02600000 -0.01442700 -0.01442700 1.61200000 1.65960000 -0.75599000 -0.74811000 -0.76510000 0.00986630 -0.00457020 0.01768300 0.01768300 0.00986630 -0.00636740 0.00499630 0.00499630 0.76232000 -1.29290000 -0.03445300 0.00221870 -0.00110940 -0.00110940 -0.00995710 -0.04050100 -0.01119800 -0.00124790 -0.00124790 -0.00124790 -0.77023000 -0.13639000 -0.02151000 -0.01298900 -0.03708200 0.41312000 0.79097000 0.79097000 0.83255000 -0.02999500 -0.06037800 -0.02466200 0.02384600 0.02384600 -0.03735500 -1.29290000 -0.55246000 2.56120000 0.56632000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.770 0.000 0.000 0.000 0.000 0.395 0.791 0.791 0.000 0.000 0.000 1.349 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.747 -0.734 0.000 0.000 0.000 0.000 0.000 0.000 0.788 0.788 0.693 0.693 -1.293 -0.855 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.770 0.000 0.000 0.000 0.000 0.395 0.791 0.791 0.000 0.000 0.000 1.349 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.747 -0.734 0.000 0.000 0.000 0.000 0.000 0.000 0.788 0.788 0.693 0.693 -1.293 -0.855 8.887795 11.211307 3.509278 2.380009 7.121467 7.865830 6.604002 8.988255 10.158077 6.066500 8.617210 7.542391 9.298863 8.282375 9.748507 12.387728 9.405230 9.870851 8.621983 10.397505 8.479769 5.134886 7.437992 NA 9.591888 11.333833 11.146115 10.593408 11.702644 11.571214 7.496344 4.509284 10.859275 7.865830 3.853786 -1.620157 10.970587 7.936506 8.802065 1.701948 6.429141 8.222351 9.141551 9.182517 10.735627 10.948906 2.701926 11.696140 7.998386 10.806265 9.364419 9.881837 6.733147 7.741944 13.984264 8.153865 NA 3.187356 8.643269 12.50040007 10.59371194 10.87685395 NA 9.76316439 7.87984604 8.07348715 9.72706786 10.22588222 11.95872666 7.40513976 11.28632713 9.99194708 6.91527589 10.37788529 8.27481794 9.54176184 12.30629617 12.02176408 9.87034961 11.41857626 10.85091316 8.21920386 5.54992479 7.62079166 9.60941978 9.37293861 9.82294361 12.24824399 8.61207341 4.73755157 12.05893035 10.89939069 2.28688115 6.85167534 16.03073697 8.70867525 13.60445413 9.75937857 9.46214928 7.82294361 12.01843608 -0.03504695 13.13999027 11.90979673 9.89323432 11.69840177 9.61532028 10.17197700 11.93302942 9.65554271 10.79124634 12.42311890 10.89791555 11.82785827 2.28688115 12.59378790 -0.03504695 3.8766545 11.4141113 14.7987692 9.9569569 8.6607711 11.9049091 9.7270679 11.2437993 3.3341964 12.6423887 10.7081141 6.9983862 9.8556526 8.1096207 12.0802231 9.3729386 9.9264124 7.1841315 9.9493811 10.2515204 12.8513578 10.6763429 6.7936280 10.6279277 9.4541415 7.7658629 10.6940169 11.4968315 11.6428291 7.6420950 0.3799536 11.2834885 8.2488228 10.1390562 10.8010130 11.3127686 11.1450790 9.1036610 10.8600330 TCGA-IG-A6QS 54 1 303 NA esophagus stage iib t2 n1 m0 male 2013 no NA esophagus squamous cell carcinoma 34 r0 2 white not hispanic or latino 3 5 2 2 3 3 6 3 2 3 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 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 4.195983e-06 1.317747e-06 11.0429447852761 7.97546012269939 61.9631901840491 11.0429447852761 7.97546012269939 NA 9.3796467 9.6248082 NA 11.3708037 6.4618608 8.5020397 9.7132820 5.2562483 8.7007910 3.3913553 1.7032779 7.8071688 NA NA 9.8679925 NA 10.7123147 1.1183597 2.9928047 NA 11.4072015 10.5340772 NA 10.3237213 4.7813020 8.6327208 3.8553021 1.3407332 NA 14.0895795 10.3122714 16.1426333 9.7421560 7.9491147 6.8996953 14.6266666 9.0744696 7.8575537 10.9854313 9.8631692 11.8157374 9.4114237 12.6957642 2.2338267 0.5333640 4.8732226 9.9305126 12.1333473 3.0569303 7.4581851 12.3892215 0.8552722 12.5979472 7.7544526 1.8553120 9.2798873 8.9278354 8.5695465 4.4402612 13.1358978 NA 8.8094974 11.1868897 3.0569303 9.3023842 10.7729714 1.3407332 10.0917936 12.4855681 12.7364149 7.8164615 9.3264803 NA 1.8553120 11.0040317 11.0282285 NA 6.0332181 NA 9.8598023 4.2642812 8.8153029 10.3963976 9.5680549 -0.04305900 0.00583090 0.00583090 -0.00249380 0.01223700 0.69615000 0.01796300 0.00416320 0.01544700 0.01656500 0.00097064 0.66456000 -0.71042000 0.00000000 2.47780000 -0.01381500 1.14310000 0.00917050 1.89680000 0.01600600 0.01600600 -0.68314000 0.50880000 -0.02164700 -0.03558500 0.00319100 0.00319100 -0.74159000 0.33108000 -0.04305900 0.00583090 -0.70550000 -0.69314000 0.01223700 -0.69692000 -0.68706000 -0.68706000 0.19756000 0.69615000 -0.70585000 0.01796300 0.01796300 0.00066586 0.01544700 0.02637300 0.01656500 -0.67508000 -0.69776000 -0.71042000 -0.71042000 3.65690000 -1.29290000 -0.02260600 -0.02260600 -0.02260600 -0.00664320 -0.03169200 -0.69989000 -0.00737600 -0.68761000 -0.68761000 -0.68314000 0.50880000 -0.02164700 -0.02890100 -0.02890100 -0.04969500 -0.01491600 0.00319100 -0.68287000 -0.70420000 -0.68597000 -0.08638600 -0.02794500 -0.66947000 -0.66947000 -0.04509300 -0.57150000 -1.29290000 -0.58048000 0.31274000 0.000 0.000 0.000 -0.700 0.000 0.000 -0.683 0.509 0.000 0.000 0.000 0.000 0.000 0.000 -0.683 -0.696 -0.696 0.000 0.000 0.000 0.000 -0.669 0.000 0.000 0.000 -0.687 0.000 -0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.710 0.000 -1.293 -0.150 -0.259 0.313 0.000 0.000 0.000 -0.700 0.000 0.000 -0.683 0.509 0.000 0.000 0.000 0.000 0.000 0.000 -0.683 -0.696 -0.696 0.000 0.000 0.000 0.000 -0.669 0.000 0.000 0.000 -0.687 0.000 -0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.710 0.000 -1.293 -0.150 -0.259 0.313 6.288261 8.133286 5.103229 5.416015 8.790761 7.337504 6.110802 7.513512 10.270198 6.604835 4.800160 6.391354 9.964348 7.467063 7.757375 12.886795 8.811671 12.251371 10.413339 9.084120 7.599462 5.610189 9.946472 NA 8.443266 12.269352 11.467801 7.618181 12.658600 10.763994 9.086042 5.652314 7.757375 7.337504 4.134180 NA 10.267659 8.651016 7.917077 1.340733 4.959636 4.641899 9.583221 8.087962 11.954780 11.993445 NA 13.201815 9.372577 7.862048 11.049073 11.373561 5.610189 11.948454 12.595925 7.950466 NA 4.762189 9.389798 10.453353 9.887071 8.502040 1.340733 8.064754 8.155425 8.458186 9.264692 9.363888 13.715229 4.781302 12.341834 7.740387 8.894220 9.871552 9.113631 8.616852 10.190691 11.887456 9.074470 10.534077 10.242457 8.127697 6.544600 6.823391 2.233827 10.053500 10.962518 12.008600 8.103229 3.288255 12.341331 9.411424 2.620844 6.226859 14.621264 7.068648 13.559767 11.790171 9.949643 4.818774 11.706425 2.992805 11.383435 11.232078 8.565419 6.049073 9.430515 9.610188 11.301557 3.992805 10.525603 14.592883 10.374151 10.165459 2.233827 13.178187 4.781302 -1.423913 11.370804 14.231914 10.124428 6.009105 12.063047 9.264692 10.520992 3.391355 13.737294 8.902970 11.930379 11.003915 8.182629 10.900515 10.053500 9.061827 0.533364 10.035210 9.007079 12.386390 11.229688 1.703278 9.853045 10.160907 4.908414 11.186890 3.056930 10.772971 7.604835 6.434240 9.326480 6.904060 10.957539 11.677712 10.271465 8.949115 7.839434 10.101329 TCGA-IG-A7DP 50 0 NA 452 esophagus stage iiia t4a nx mx female 2013 no 90 esophagus adenocarcinoma, nos NA NA NA white not hispanic or latino 2 6 NA NA 5 1 5 2 3 3 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 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 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080653e-06 5.895182e-07 21.7948717948718 15.3846153846154 56.4102564102564 3.84615384615385 2.56410256410256 NA 9.7667010 10.2096444 4.0770379 11.7723255 7.7585990 10.9281855 9.5011395 5.6774349 12.3651257 6.2623956 6.1672395 8.9414268 NA NA 11.1690581 0.1228715 12.4848762 1.1228715 3.9301980 NA 11.7108566 11.2527717 2.1228383 10.1051253 10.0755860 9.1562677 2.5491023 1.1228715 NA 14.1477247 8.9478035 15.2628451 7.8643118 12.0377904 7.8439782 11.7590162 -0.8772610 9.9462119 11.1601171 10.5124761 12.0708468 9.5226567 11.4027455 5.2927707 NA 11.7009815 10.6454262 11.9274074 4.5491085 8.7040454 11.4657500 3.2103109 12.2134534 8.5941133 4.9557359 9.8868869 9.0327378 10.1472918 8.2417859 13.5592960 NA 9.5873905 11.0346112 5.8910278 9.1794824 11.1842159 5.5322359 10.3462431 11.3983873 14.9504852 9.8735518 10.4345930 0.1228715 4.2927670 12.8606202 11.0871856 NA 5.1001241 NA 9.3766922 8.3872871 8.4447727 3.4447731 9.2409034 -0.00078456 -0.00078456 -0.00078456 -0.00023018 -0.00023018 0.02151100 0.00000000 -0.00852970 0.00143390 0.00143390 0.00240520 0.00240520 0.00421040 0.00421040 0.00421040 -0.00091196 -0.00165130 0.00074035 0.00074035 0.00074035 0.00074035 0.00893930 -0.00341580 -0.00106170 0.01270300 -0.00383090 -0.00383090 0.00421040 0.00448820 -0.00078456 -0.00078456 -0.00078456 -0.00023018 -0.00023018 0.02151100 0.02151100 0.02151100 0.02151100 0.02151100 0.00323820 0.00000000 0.00000000 -0.00050739 -0.00396920 0.00143390 0.00143390 0.00032435 0.00032435 0.00421040 0.00421040 0.00393250 -0.00091196 -0.00466090 -0.00466090 -0.00466090 -0.00466090 0.00074035 -0.00064598 0.00074035 0.00893930 0.00893930 0.00893930 -0.03745500 -0.00106170 -0.00535230 -0.00535230 0.01270300 0.01270300 -0.00383090 -0.00383090 -0.00383090 -0.00383090 0.00421040 0.03190600 0.03134300 0.03134300 -0.00286210 0.00448820 0.00448820 0.00448820 0.00448820 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.7190345 9.8819007 4.4803944 5.3126688 9.9470080 8.4059332 6.6066599 6.5904508 8.7648965 5.8232857 7.9334163 7.1115290 7.2365873 9.4814959 8.0828468 10.6121909 7.7973198 11.1249565 9.7393936 7.5740561 7.6823366 6.2103070 10.3582606 8.0085412 8.1368650 11.3200614 10.5929951 7.5237243 11.7140655 10.7380145 7.3755104 3.8232806 8.8353718 8.4059332 6.9870309 NA 11.2346324 9.8276130 9.0039586 4.8777344 8.9978261 9.6236866 9.9565254 11.0134890 10.1733736 10.3243561 0.1228715 11.9225311 8.3151373 10.2896354 9.0237117 8.8267484 5.3896322 5.2725906 10.8889595 7.9046304 0.1228715 8.4759916 10.1848908 11.7651221 10.0138689 10.9281855 NA 9.4615811 12.2985502 7.8439437 9.8685190 9.9066615 11.6036349 6.2103070 11.2820854 7.9714677 10.0379772 11.1777881 9.6639414 8.6464068 11.3683974 9.7530937 9.4266254 11.2527717 10.0031935 8.4334573 8.9009217 10.2990178 8.8643118 8.0417079 11.0469149 9.9901234 8.9022687 4.7667012 11.7085115 9.5226567 NA 8.9777132 15.0616970 10.1333728 13.3796431 9.7747933 12.8829409 6.9430235 12.5391145 3.2103109 13.0317158 11.5501576 8.6927002 10.1815129 10.5500214 11.3197542 12.1258355 10.8685190 10.0357340 13.5315970 9.5258567 10.7134318 0.1228715 12.8801306 5.2521280 3.980830 11.772325 13.003382 9.661034 9.694597 12.510458 9.868519 11.226788 6.262396 12.877523 11.112949 9.460467 9.737555 8.356464 10.994750 8.041708 10.431184 NA 9.581251 10.069751 12.671305 10.690326 4.370771 10.060101 11.734792 7.523724 11.034611 5.891028 11.184216 5.515164 2.707812 10.434593 7.029736 10.423197 10.698384 10.688899 10.235936 8.557473 10.402455 TCGA-IG-A8O2 62 1 142 NA esophagus stage iiib t3 n2 m0 male 2013 NA NA esophagus squamous cell carcinoma 15 r0 6 asian not hispanic or latino 3 4 3 4 4 3 3 4 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 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 4.53944e-06 1.25322e-06 17.0506912442396 4.14746543778802 47.4654377880184 16.1290322580645 15.2073732718894 -1.7490384 9.8612115 9.1504663 1.9515505 12.4824807 8.7429726 9.6391267 9.8449674 5.9993033 7.2369518 2.5730351 2.8949729 7.9892015 NA 0.8360857 9.7321318 2.9515505 12.3837265 0.2510828 1.4210482 -0.1639143 11.9641737 11.9217657 NA 9.6578459 4.6261471 8.0357443 4.2647916 -1.7490384 -0.7487960 14.9753968 9.9588999 15.8630080 8.2980969 7.4084563 8.5434309 11.9381570 -0.7487960 9.4116112 11.6048339 10.4766181 12.3592255 9.4084565 9.7544383 3.0584724 5.6605008 3.4990422 10.4769194 12.2058274 2.8360655 8.5002229 13.0935546 7.1152955 10.6750132 8.8040668 5.0455260 8.7399537 8.9687860 8.7805401 5.9722078 12.9116068 NA 8.2886566 10.6100353 3.1090931 8.9790298 10.3855358 5.9722078 10.0467433 13.1750404 12.1016870 8.2539245 10.3266421 -1.7490384 1.0584550 9.3352534 12.4824056 8.6722697 3.7429655 -0.1639143 9.8745337 5.3171991 8.5617221 8.7339173 8.7253628 0.3133800 0.3850200 0.3808900 -0.0626290 0.4373700 1.3503000 -0.4585400 0.4287300 0.4904400 -0.4634400 0.0199230 0.0199230 0.4322600 0.4322600 0.4341200 -0.4848500 -0.5314000 -0.0295840 1.7040000 -0.4794400 0.4730500 0.0134920 0.4933800 -0.4944400 -0.0138150 -0.0146410 -0.0146410 -0.0550950 1.1312000 0.3133800 -0.1531100 0.3808900 -0.5358100 0.4373700 0.0000000 0.0038854 0.0038854 0.0058309 1.3503000 -0.4772300 -0.4585400 0.1055500 -0.4780700 0.4904400 -0.4731100 -0.5070100 -0.5106300 -0.0203930 0.4322600 0.4322600 -0.4919300 -1.2929000 -0.0655810 0.9009000 -0.0092666 -0.0092666 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9.201468 10.246877 11.480980 8.259538 11.626110 10.858671 8.069691 5.380394 11.624518 8.099732 5.663382 NA 10.948729 6.577539 8.945467 3.005993 6.782491 6.405928 10.029187 9.514379 10.811681 11.296699 NA 12.478575 9.550318 9.776141 9.540552 9.356363 7.265130 5.790269 13.746090 8.109961 NA 3.460559 9.034926 11.6987093 10.1326059 9.6391267 2.4210213 9.8722456 6.8247564 7.4581236 9.7207513 9.4204081 13.2124524 8.1214739 10.1568725 7.5775391 11.0738794 9.6412785 9.8013753 9.4191548 11.2717422 10.7186870 9.4611718 11.9217657 10.3478246 8.7559284 5.5272330 6.8841046 12.7693938 9.7682867 9.9017124 9.9437249 8.9790298 1.4210482 11.8271213 9.4084565 0.2510828 6.0390111 14.2037993 7.2140053 12.8408191 10.6668512 8.8285383 8.5571711 10.5199438 1.4210482 14.4459438 11.4874227 8.9627763 10.9367343 9.8725067 9.7166758 11.4608674 5.7023195 10.9866655 14.0596107 10.7036081 11.0114136 4.3385742 12.6527223 3.6773729 2.775935 12.482481 14.375329 10.594573 8.168482 11.620434 9.720751 11.100124 2.573035 11.992050 9.237663 6.824756 9.261638 8.115295 10.791480 9.768287 9.089525 5.660501 9.734925 9.547452 12.211564 10.818353 3.157998 10.596792 7.382966 5.660501 10.610035 3.109093 10.385536 3.460559 NA 10.326642 8.870413 10.527815 11.426347 10.740456 10.667379 9.200207 10.317199 TCGA-IG-A97H 36 0 NA 441 esophagus stage iia t3 nx m0 male 2013 NA NA esophagus squamous cell carcinoma 10 r0 NA asian not hispanic or latino 3 4 2 4 3 3 6 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 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 5.548407e-06 1.352424e-06 12.9353233830846 7.96019900497512 57.7114427860697 12.4378109452736 8.95522388059701 NA 9.9571160 9.2389616 NA 11.9335952 7.8808502 10.2264978 8.7565830 5.5696126 8.8594009 10.8958414 NA 7.5736108 0.2607483 -0.3242744 9.5264290 -1.3240938 12.1396410 3.8852229 0.6757256 NA 11.4877421 10.5368523 -1.3240938 8.7605739 5.8852180 9.3114836 6.2460774 -0.3242744 NA 14.9142821 8.7790532 15.2312876 9.8278411 8.3411016 8.0573300 15.5270509 6.8456908 10.1494711 11.1941284 11.9498523 12.1022923 10.8188297 12.1253010 1.2607483 NA 2.3762070 10.4011317 10.5534828 4.8050499 8.3142012 13.9616387 0.9976898 12.2832113 8.5665161 2.1352065 8.9988203 9.6270501 9.3366527 4.7632256 13.6882590 4.2607258 8.7119391 10.6626741 7.6616071 8.5614617 10.9405012 4.2303567 9.6277786 11.0996692 10.9614566 8.1716207 9.2323768 0.2607483 4.8050499 9.6601838 7.5856589 NA 5.9425520 NA 9.7105644 3.5337502 8.2265124 9.6587590 10.0465999 0.058509 0.109640 0.113890 0.371830 0.369040 0.822360 -0.084926 1.142900 -0.053341 -0.405060 0.224840 0.224840 -0.395690 -0.382240 0.194210 -0.389730 0.270480 0.255430 0.241870 0.221670 -0.383810 0.639380 -0.226900 -0.180550 -0.352820 2.100500 -0.058596 0.239850 -0.065313 0.058509 0.000000 0.079159 0.321250 0.337720 -0.397080 -0.380550 -0.380550 0.732500 0.804800 -0.084926 -0.084926 -0.099604 0.171060 -0.053341 -0.411020 -0.405060 0.168950 -0.380670 -0.395690 -0.382240 -0.392630 -0.389730 -0.389390 -1.040900 -0.404950 -0.374030 0.237670 -0.381230 -0.387950 0.111550 0.110520 0.639380 -0.220470 -0.205350 0.254800 -0.362720 -0.369630 -0.361250 -0.623600 -0.718800 -0.722450 -0.722450 -0.392630 0.259490 0.205950 0.205950 0.242800 0.010424 0.010424 0.010424 -0.057385 -0.389 -0.389 0.238 0.238 -0.146 -0.367 0.112 -0.220 -0.181 0.255 -0.363 -0.353 -0.353 -0.709 -0.709 -0.347 -0.107 0.000 0.000 0.289 0.289 0.206 0.243 0.000 0.000 -0.397 0.741 0.000 0.000 0.768 -0.375 0.000 -0.352 0.243 0.243 -0.210 0.173 -0.361 -0.361 0.000 0.000 -0.389 -0.389 0.238 0.238 -0.146 -0.367 0.112 -0.220 -0.181 0.255 -0.363 -0.353 -0.353 -0.709 -0.709 -0.347 -0.107 0.000 0.000 0.289 0.289 0.206 0.243 0.000 0.000 -0.397 0.741 0.000 0.000 0.768 -0.375 0.000 -0.352 0.243 0.243 -0.210 0.173 -0.361 -0.361 0.000 0.000 5.6182798 9.0464529 5.9518908 5.4831192 8.0021951 8.6644501 5.8050473 8.6530453 9.3132960 6.3339764 7.2110404 7.4339885 10.0814388 8.8178726 10.3295062 12.2075124 9.0149586 11.7746200 8.9483953 8.4815092 7.2056642 4.1351983 7.3762053 NA 8.4199433 9.2168620 12.4322175 10.1726193 11.3287000 11.6617852 8.5306338 4.3196252 10.0393527 8.6644501 3.4831192 -0.3242744 11.0450902 7.2941511 7.5826561 NA 6.3268177 4.5086568 9.2207299 6.3692518 11.0505333 10.3796690 NA 12.7806917 8.7187928 7.1914649 11.5200789 10.5391774 6.3268177 9.1865295 13.3651629 8.0420440 NA 5.0156135 9.5667897 11.3648898 9.7303698 10.2264978 -1.3240938 8.9460609 7.9999459 7.7972990 10.5034773 9.9117797 11.3495162 10.1072630 12.1912189 7.8255128 7.7201594 9.5259522 9.6544758 9.8997672 10.7401714 12.2928322 10.5652694 10.5368523 11.8402010 8.8494426 8.1351973 6.9472290 2.8456908 10.5314126 10.6771736 11.6505385 9.3605140 3.9236912 12.3168011 10.8188297 7.8153167 6.4373160 16.8639851 7.8754379 12.9497795 10.6076110 10.6672873 1.6757708 11.5046953 2.3762070 12.5404875 11.6759416 8.7256140 9.4863371 9.7914984 9.7262943 13.2344253 6.4959445 10.4770696 11.6689267 10.6288706 11.2590833 2.1352065 13.3662546 0.2607483 -0.2745642 11.9335952 13.6272291 10.5968625 5.5946292 11.1968751 10.5034773 9.9307940 10.8958414 13.5917848 8.8705222 10.4480801 9.8110257 7.4831201 10.4036859 10.5314126 9.6501801 NA 9.5834072 10.6050239 11.7530819 11.4281461 0.9976898 10.0987290 10.1280067 4.9976944 10.6626741 7.6616071 10.9405012 5.2303529 6.2380072 9.2323768 7.0200610 10.1351970 10.6252274 10.6541184 10.0946722 7.9141704 10.3543655 TCGA-IG-A97I 58 0 NA 370 esophagus stage iia t2 n0 m0 male 2013 yes NA esophagus squamous cell carcinoma NA r0 0 white not hispanic or latino 3 7 4 5 3 3 6 3 3 3 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4.161305e-06 1.595167e-06 15.6626506024096 1.80722891566265 47.5903614457831 10.2409638554217 24.6987951807229 -1.7350433 9.9567034 10.1233294 -1.7350433 12.2733010 7.1400332 9.1793376 10.2663681 5.4209910 9.8929497 3.1718473 -0.1500808 8.5340865 1.9653964 NA 8.6644836 -1.7350433 12.5157002 2.8445062 3.9373821 -1.7350433 11.5771338 11.7772065 -0.1500808 9.5474691 3.6572741 8.7845962 7.5789085 2.9088129 3.0198442 14.3302498 9.3929543 15.5227376 9.5357458 7.3993865 8.1883619 13.7864683 9.2220619 9.9083651 11.1012568 10.9276283 12.4059494 10.5267610 12.4980552 2.9653964 3.1229377 4.2873245 10.6537844 11.4276077 4.4744101 8.7707716 13.1319673 3.0198442 13.6593891 9.1257211 3.5503589 9.6214118 10.3467762 9.4292383 6.2928664 14.7486812 NA 7.3337386 11.3278492 5.9514596 9.1763519 11.6428482 3.0198442 9.3563952 12.8393760 12.0114742 8.7386655 7.8758556 NA 4.1718473 10.5744362 11.3932765 NA 3.9928772 NA 10.2539995 6.5410842 8.6070347 11.5982550 10.2755824 -0.00595220 -0.00595220 0.00917050 -0.00180140 0.01391100 1.30080000 0.02482900 0.01880300 0.59458000 0.01866300 0.02890300 0.01126100 -0.04170200 -0.04170200 1.22740000 -0.64481000 -0.06007600 -0.02219500 3.65690000 0.00000000 0.00000000 0.01978300 0.61262000 0.02370600 -0.04034500 0.58686000 -0.00968060 -0.07534500 -0.03626500 -0.00595220 -0.00595220 0.00917050 -1.29040000 0.01391100 -0.64706000 -0.65761000 -0.63377000 0.02623300 0.02932500 -1.27460000 -0.64405000 0.03031000 0.01419000 -0.66522000 0.01866300 0.01866300 0.01126100 -0.01257600 -0.07067000 -0.04170200 -0.64180000 -1.21180000 -0.00346270 -0.00346270 -0.00346270 -0.00346270 -0.02219500 -0.64340000 0.00000000 0.01978300 0.01978300 0.01978300 0.61262000 -0.00094122 0.00235810 0.00235810 -0.04034500 -0.04034500 0.58686000 -0.63320000 -1.13520000 -0.64619000 -0.07534500 0.53415000 -0.61940000 -0.02452400 -0.05455500 -0.05576900 -0.04698900 -0.04698900 -0.04698900 0.000 0.000 0.000 -0.602 0.000 0.000 0.000 0.613 0.000 0.000 0.000 0.000 0.000 0.587 -0.646 0.000 0.000 0.000 0.000 0.534 0.534 0.000 0.000 0.000 0.000 -0.658 0.000 -0.618 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 0.000 0.000 0.000 0.000 0.000 0.000 -0.602 0.000 0.000 0.000 0.613 0.000 0.000 0.000 0.000 0.000 0.587 -0.646 0.000 0.000 0.000 0.000 0.534 0.534 0.000 0.000 0.000 0.000 -0.658 0.000 -0.618 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 0.000 0.000 0.000 6.052861 9.651361 8.046320 8.052863 8.715140 7.168842 6.756812 8.764806 8.875985 4.951462 8.594756 6.842389 8.115147 9.200862 9.975336 12.959535 10.987424 11.745876 10.550073 9.027342 8.560637 6.213328 8.674351 -1.735043 8.463405 9.219883 12.115928 9.665306 12.456456 12.037996 9.307303 4.072312 11.152181 7.168842 4.074377 -1.735043 10.300790 8.655129 9.745750 1.965396 4.413080 6.013152 9.208940 9.196436 11.891467 11.141285 -1.735043 12.460717 9.446733 10.588578 10.881738 10.244742 5.352423 9.828156 14.106328 7.495917 NA 2.849919 9.155224 11.4684608 10.2621394 9.1793376 NA 8.6551289 7.7325657 8.0495948 10.0256715 9.8409717 14.8546814 6.0978509 11.9655080 7.3760959 9.3741377 10.0064269 10.1923675 8.4973808 10.9144406 12.1941572 11.2305638 11.7772065 10.9225017 7.7747350 6.6399990 6.0851378 8.7737452 9.9325149 10.8924938 12.5997220 8.7885219 5.5128874 12.0007274 10.5267610 3.4348817 5.8272017 16.3369572 9.0089527 13.1773347 10.1139739 11.6408139 6.3629923 12.3519254 0.5868848 13.1337087 11.6496088 8.4865471 9.0438585 8.6883280 10.3021637 11.7772065 6.5223477 9.9567034 12.6955901 10.1556042 9.9002245 -0.1500808 12.9086470 3.3942397 1.849919 12.273301 15.385480 10.066668 5.864872 12.247151 10.025672 11.758190 3.171847 13.690241 10.074728 10.108096 10.819208 8.795366 11.444713 9.932515 9.831014 3.122938 9.840499 10.245814 12.827977 11.402591 5.287328 10.594196 10.478368 5.691224 11.327849 5.951460 11.642848 7.639999 8.700630 7.875856 7.474413 10.490469 10.981565 10.951898 10.228578 8.623611 10.626081 TCGA-JY-A6F8 56 0 NA 3714 esophagus stage i t1 n0 m0 male 2003 no NA esophagus adenocarcinoma, nos NA r0 0 white NA 1 2 2 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 8.048456e-06 2.033001e-06 14.1333333333333 7.46666666666667 65.6 8 4.8 NA 10.4790479 10.1086626 6.9056469 11.3379413 6.9336470 9.6907169 9.4100973 5.6129923 6.2871324 10.2633342 -0.1223343 8.5089186 NA NA 10.2340035 NA 11.7058233 NA 4.1445277 NA 12.5840755 12.0838401 -1.1221772 8.9777467 3.8550229 8.6217343 1.5781658 -0.5372147 0.1996252 14.9345379 8.1826630 12.6875246 8.9007195 5.4924525 7.4944004 13.5466264 2.0476780 9.8585951 12.7744570 10.7335832 12.1451865 10.8803806 12.9781163 1.1996880 -0.5372147 2.0476780 9.7752088 11.2586408 3.5501619 9.5039068 11.8878700 0.6850880 9.9708288 9.3275865 -0.5372147 9.8928080 8.2657585 6.8202556 6.8025538 13.1265214 NA 9.0115258 11.5870407 2.1996566 9.2325418 11.9061655 -2.1221772 9.0853660 10.8683773 8.4447470 4.0070250 10.9210490 -0.1223343 1.8777442 11.6531459 8.0810893 NA 9.6175220 NA 9.9217939 2.9652117 6.9056469 2.0476780 9.5063145 0.48733000 0.50012000 0.30132000 -0.06499400 -0.06499400 -0.02562200 0.27663000 -0.07508000 0.82040000 1.19360000 -0.08743900 -0.07347800 3.65690000 0.54576000 3.65690000 0.44494000 0.44172000 0.34648000 0.34648000 -0.04820900 -0.05536600 1.49740000 -0.30944000 0.19877000 0.04457100 0.02300300 0.02300300 -0.56704000 3.65690000 -0.44167000 0.08608600 0.28469000 -0.06499400 -0.08125000 -0.00027961 -0.00027961 -0.03939600 -0.03368000 -0.02562200 1.88500000 0.27663000 -1.07880000 -0.18496000 -1.29290000 -0.08399900 1.19720000 -0.09433000 -0.09221500 3.65690000 0.54576000 0.36788000 0.36097000 0.35446000 0.35446000 0.34800000 0.34031000 0.34648000 0.30569000 -0.05536600 -0.08691900 0.73833000 0.68849000 -0.30944000 0.14256000 -0.01395500 -0.10985000 -0.48166000 0.56970000 0.02300300 0.00000000 0.00000000 0.00000000 -0.35795000 0.96308000 -0.11705000 -1.04600000 -0.49329000 0.14696000 0.14696000 0.14696000 0.10643000 0.348 0.348 0.346 0.346 0.000 0.000 0.738 -0.309 0.199 0.000 0.000 -0.482 0.000 0.000 0.000 -0.358 -0.358 0.000 0.000 0.963 0.963 -1.030 -0.493 0.000 0.000 0.000 0.000 0.728 0.277 -0.185 -0.185 0.820 0.820 0.000 0.000 2.063 2.063 0.386 0.386 0.147 0.147 0.348 0.348 0.346 0.346 0.000 0.000 0.738 -0.309 0.199 0.000 0.000 -0.482 0.000 0.000 0.000 -0.358 -0.358 0.000 0.000 0.963 0.963 -1.030 -0.493 0.000 0.000 0.000 0.000 0.728 0.277 -0.185 -0.185 0.820 0.820 0.000 0.000 2.063 2.063 0.386 0.386 0.147 0.147 8.7396038 10.4518618 6.2264700 1.8777442 4.2871324 7.9070288 1.8777442 7.4207729 8.6158338 4.9966825 2.6850880 6.3695939 9.8784456 7.0675656 11.5183253 11.6186816 10.1911545 13.0445322 12.3202962 9.7721803 8.3942294 1.8777442 4.4627068 -1.1221772 9.6537632 12.7609097 11.6542773 5.6979211 11.4346773 11.1856537 7.7619122 0.8777442 4.3534715 7.9070288 4.8222509 0.8777442 12.7289537 10.2363926 4.1631445 1.4626806 2.9221407 3.1996723 8.6442702 6.3453467 10.4729989 11.1252240 NA 12.2573906 9.2064164 12.0911495 9.5638041 10.6949249 5.5215973 6.6656443 12.1762337 9.0613210 NA 7.6409535 11.0195293 12.071575 10.002509 9.690717 NA 9.508918 8.755025 8.164299 10.468548 10.023037 11.297175 5.877742 9.832301 8.248429 14.876167 9.757325 7.752723 10.443795 11.189632 9.787799 11.743088 12.083840 10.148913 9.056406 2.735717 6.787635 10.811801 8.434247 11.265759 10.813827 9.466924 -1.122177 11.768006 10.880381 NA 6.659101 14.496662 8.333069 12.541522 10.090542 12.964541 10.205575 10.464581 -2.122177 12.931795 12.379703 10.004769 11.178952 11.504369 9.460824 12.211316 2.784630 10.638877 14.488761 10.344837 11.661967 2.578190 13.214701 NA 1.5826042 11.3379413 14.0653038 10.4511520 4.6459264 11.7843502 10.4685483 12.1565538 10.2633342 12.9038758 7.4380741 5.3775888 10.7751879 8.8593015 9.2114559 8.4342475 8.4961268 -0.5372147 8.6574607 9.4076599 12.8430748 11.3828086 6.4924509 10.8476495 8.1758040 4.4627068 11.5870407 2.1996566 11.9061655 0.6850880 NA 10.9210490 6.3081934 9.7361110 11.5327130 10.7359168 10.5116448 8.9843042 10.9490362 TCGA-JY-A6FA 51 1 1361 NA esophagus stage iib t2 n1 m0 male 2006 no NA esophagus squamous cell carcinoma 35 r0 4 asian NA 3 4 4 5 4 3 3 4 2 3 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 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 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 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 4 0 0 0 0 0 0 0 0 7 0 0 0 5.652439e-06 1.421779e-06 8.69565217391304 5.31400966183575 60.3864734299517 12.0772946859903 13.5265700483092 0.05630606 10.04752748 10.85462921 -0.35863894 12.26954011 8.46758477 10.22753677 8.84996330 4.92672533 8.16226846 1.86370062 -1.94341647 7.50963093 -1.94341647 NA 8.31791408 1.22626189 12.82217487 NA 3.34175809 NA 11.35728444 12.23999531 -1.94341647 8.80371364 4.07872937 5.71457249 13.34025024 2.37828965 0.05630606 14.49863932 10.00946503 11.49871385 9.48407085 6.14382195 8.16488431 13.32902616 10.76220827 10.24185484 12.25009085 10.99777436 12.46634743 10.50860117 10.47368505 3.37828965 4.57992231 6.86693146 11.07421226 12.29462807 2.22629273 8.02070054 14.40316882 -0.35863894 11.82340637 11.48904146 0.05630606 9.95533911 10.36668863 9.83361529 5.34176164 12.01091978 NA 9.39230841 10.42731976 2.22629273 8.58481409 10.60638522 5.56415559 10.34234006 13.75063619 9.15307519 9.07525557 11.26383648 NA 2.51578813 9.54017571 7.70381846 -1.27473873 2.81124495 NA 9.78172624 3.64132637 6.82454385 11.44988446 10.74293708 0.0000000 3.6569000 0.0235660 1.9862000 0.0629370 2.2419000 1.7513000 0.6075600 0.5915200 -0.0066432 0.7949100 1.4897000 -0.6463100 1.4817000 1.1022000 0.0358060 -0.0908430 0.0421660 -0.0058629 0.0055529 0.0051359 -0.7063000 0.0734020 -0.0157410 -0.0460410 0.1389500 0.0559730 -0.0756120 0.5003000 0.0000000 0.0090312 -0.0130620 -0.7112300 0.0482620 -0.0024938 -0.7500200 -1.2929000 0.0761350 2.2419000 -0.7521900 -0.7395000 -0.7188800 -0.6781100 0.6102700 -0.8232600 -0.0370820 0.0223040 -0.8590000 -0.6463100 -0.6433000 -0.7367900 -1.2929000 -0.0377620 -0.9437900 1.4383000 -0.6015800 -0.0387140 0.0308730 0.0051359 1.4274000 -0.7250900 -0.7201300 -0.0164290 -0.0241140 -0.0100940 0.0204830 -0.0334050 0.6395600 -0.7838700 0.6571900 0.6571900 -0.1131200 0.3497400 -0.7774400 -0.0598070 -0.1461800 -0.0487480 -0.4551100 -0.4551100 -0.4551100 0.5168200 -0.584 -0.584 0.000 0.000 0.000 0.000 -0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.777 -0.085 0.000 0.000 0.120 0.120 0.000 0.000 -0.739 -0.739 0.574 0.000 0.000 0.000 0.000 0.000 -0.591 -0.591 0.000 0.000 -0.455 0.045 -0.584 -0.584 0.000 0.000 0.000 0.000 -0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.777 -0.085 0.000 0.000 0.120 0.120 0.000 0.000 -0.739 -0.739 0.574 0.000 0.000 0.000 0.000 0.000 -0.591 -0.591 0.000 0.000 -0.455 0.045 7.362422 9.704268 2.700218 1.641315 5.033639 8.437903 6.626216 6.332484 10.608308 7.172704 5.797828 6.834437 9.665077 8.258484 10.505251 12.450086 8.652997 11.557451 11.140172 10.804133 7.767958 3.448676 8.901850 -1.943416 8.620509 9.567124 11.972333 9.243093 11.842392 10.322268 8.451894 4.482622 12.386647 8.437903 3.268150 NA 10.010920 8.849150 7.760264 1.515813 4.515794 3.837721 10.099729 8.054950 10.934794 11.610949 NA 12.033282 8.498267 9.990051 9.597941 10.128157 7.579922 7.334810 13.422819 7.872560 NA 5.143822 9.286981 12.3234392 10.0942501 10.2275368 NA 9.1464725 8.3805403 8.6553429 10.3864365 10.9713056 13.2082882 7.9313415 12.2085655 8.6525496 8.8931993 9.9624990 8.3669726 9.4673412 12.0915886 12.1829604 12.2571819 12.2399953 11.2236212 7.8079042 4.6262172 6.0952789 12.3905634 8.7074116 9.7667359 11.4053647 9.0842660 2.5799283 12.0776870 10.5086012 5.9870980 5.9451043 13.6942448 7.3394483 12.6511511 10.2514245 9.0745600 5.5799223 11.9875591 -0.9436939 12.5453229 12.2344801 10.1795113 9.8011937 8.5454453 10.3658363 12.0626860 9.0959645 10.7804474 12.9309605 11.3557111 11.5203951 1.5158134 13.1378434 1.2262619 -1.943416 12.269540 14.474656 10.087716 9.333647 11.485374 10.386436 10.536645 1.863701 13.704521 10.167496 8.026466 8.942056 9.198467 11.700103 8.707412 9.861298 4.579922 9.953827 10.397323 13.115451 11.551715 2.143818 10.144817 9.103484 6.226285 10.427320 2.226293 10.606385 5.700215 3.671067 11.263836 7.092533 9.867735 11.202610 10.856451 12.015094 8.421589 10.466811 TCGA-JY-A6FB 77 0 NA 1837 esophagus stage i t1 n0 m0 male 2007 no NA esophagus adenocarcinoma, nos NA r0 0 white NA 1 2 2 2 1 1 1 1 1 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6.311313e-06 2.531461e-06 21.9230769230769 9.23076923076923 60.7692307692308 4.61538461538462 3.46153846153846 NA 10.8145285 9.4811048 4.7783558 11.8297904 8.2440983 9.8354441 9.5415673 5.5220683 8.7402867 3.2808524 -0.8066698 8.7100773 NA NA 10.5229813 -1.8064175 12.1884069 NA 2.8372570 NA 12.3686300 14.7795431 5.7011858 9.5797937 3.1933933 7.9314845 3.3407047 NA 2.1933933 14.0475546 8.8816426 13.3396989 8.6027620 6.6027835 7.9196446 13.9274933 NA 9.7373908 11.6397055 11.3055060 12.1467704 11.2542571 11.8391634 1.1933933 -1.8064175 1.7783348 10.6267170 12.1063463 6.2323116 8.2755416 12.0039570 -1.8064175 10.9478623 9.8229812 -0.2216232 9.8272959 8.7537252 8.2032212 6.7518132 14.1282811 NA 8.9382261 10.5312929 4.8227505 8.2226795 10.7482210 NA 9.8448926 11.9300057 9.5678886 6.2702075 11.1119240 -1.8064175 6.2808561 11.7863165 11.5808712 NA 7.5706026 -1.8064175 10.7098311 4.3633183 8.3265347 2.7169470 9.6590047 -0.3529000 0.1422100 0.3093700 0.0376410 0.0376410 0.1875300 -0.2727500 -0.3999700 3.6569000 0.3575700 0.3273700 0.3273700 -0.4142100 0.5220600 2.8375000 -0.4480300 0.4363100 -0.0030475 0.1691100 0.0404680 0.0356650 -0.4076000 -0.3741400 0.2737900 3.6569000 0.4415500 0.4415500 -0.0683950 -0.1148200 -0.3529000 -0.0316370 0.3093700 0.0376410 0.0376410 -0.3966400 -0.4238100 0.0355240 0.0355240 0.1875300 -0.4025900 -0.3568100 -0.3709800 -0.3999700 -0.4046200 -0.4063900 0.3575700 0.3273700 0.3001600 -0.4142100 -0.4039600 -0.4278900 -1.2929000 0.0266540 0.0266540 0.0266540 0.0196430 -0.0030475 0.1727200 0.0356650 -0.4076000 -0.4076000 -0.4076000 -0.4249600 0.2432600 0.0000000 -1.0716000 -0.1470800 -0.0197260 0.4415500 0.4415500 0.4415500 0.4415500 -0.0683950 0.0192230 0.1100800 0.0125160 -0.0746780 -0.0530710 -0.0530710 -0.0530710 -0.0530710 0.000 0.000 0.169 0.169 0.000 0.000 -0.408 -0.374 0.274 0.000 0.000 0.289 0.436 0.442 0.442 0.000 0.000 -0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.139 -0.357 -0.357 -0.400 -0.400 -0.047 0.358 0.345 0.345 -0.383 -0.383 -0.428 0.008 0.000 0.000 0.000 0.000 0.169 0.169 0.000 0.000 -0.408 -0.374 0.274 0.000 0.000 0.289 0.436 0.442 0.442 0.000 0.000 -0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.139 -0.357 -0.357 -0.400 -0.400 -0.047 0.358 0.345 0.345 -0.383 -0.383 -0.428 0.008 0.000 0.000 9.349475 9.396128 3.441324 5.259483 6.559715 7.897296 4.478797 11.258303 8.266195 5.343138 4.974754 6.689247 8.990243 8.919611 8.618608 11.928102 9.926217 11.863717 11.876277 8.369566 8.362854 6.076035 9.155565 NA 8.723799 11.521927 12.222248 7.928102 12.037573 10.887750 6.623845 1.778335 9.999942 7.897296 6.528782 1.515309 11.388303 11.086125 4.685245 2.000757 4.634344 4.533239 9.065298 7.245961 10.594005 10.895782 NA 12.399338 8.657938 12.666083 9.059126 10.242560 -1.806417 6.656917 13.283381 8.555906 NA 9.926831 11.243751 12.3059948 9.9119252 9.8354441 NA 10.2577983 10.0494287 8.5618989 9.4787947 10.6235836 13.1320990 7.6342615 12.0903869 8.3019168 13.1521263 10.1713877 8.8363468 9.1077776 11.0282584 11.0375960 11.4847070 14.7795431 10.3028966 9.0637572 3.4028449 7.7651448 9.9640563 8.7988719 10.5531420 11.1000951 9.0575786 6.3071352 11.6774600 11.2542571 NA 6.7286675 15.3751979 9.3175137 12.7422745 10.6049033 13.6787500 9.2343670 11.0427975 -0.8066698 12.8379416 12.0308232 9.5899971 7.1820775 11.5618347 9.6054328 12.1454056 2.7783558 10.3958223 12.2239862 10.1944487 10.0656824 0.7783768 13.2299953 NA -1.806417 11.829790 14.548209 10.531293 6.917907 10.423413 9.478795 12.047384 3.280852 12.962197 8.620705 10.817502 10.394469 8.857840 11.305995 8.798872 8.811778 -1.806417 9.733036 9.189866 12.189689 10.983741 4.259483 9.896863 8.733520 5.934858 10.531293 4.822751 10.748221 1.363339 4.383214 11.111924 6.914492 10.357042 11.778590 10.381054 9.683742 9.933173 10.696970 TCGA-JY-A6FD 51 0 NA 2069 esophagus stage iia t3 n0 m0 female 2008 no NA esophagus squamous cell carcinoma NA r0 0 asian NA 2 5 4 5 3 3 6 4 2 3 0 0 0 0 4 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 5 0 0 0 0 0 0 4 0 7 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 5 0 0 0 7 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 7 0 0 0 4 0 0 0 0 0 0 0 5 0 0 0 0 0 7 0 0 0 7.282284e-06 2.219363e-06 12.1863799283154 5.01792114695341 59.8566308243728 7.52688172043011 15.4121863799283 -1.59596886 10.37783574 10.70220092 NA 12.15975619 5.94151248 10.23068685 10.02710524 4.98910267 7.09063858 11.53422622 NA 8.04618981 NA -0.59596886 9.21261992 0.72604646 12.05717148 NA 3.40414017 1.21151066 11.93100431 11.49887583 3.26211740 10.02527441 5.26212116 9.15316971 8.48915915 9.07744731 2.72606826 14.56213651 8.65443661 15.03771996 9.62810374 7.92573897 7.80936492 15.85815643 12.60939704 10.37496328 12.05028748 11.38499194 12.88372915 10.69818461 12.75037504 6.80074333 0.72604646 7.05159723 10.90547794 11.81806240 6.23068721 7.87784423 11.97845868 3.68954518 11.61374398 8.13212696 5.09063752 10.31065322 9.71247730 8.85018778 4.49160301 14.09566378 2.10457150 7.63295668 10.71276178 5.35833296 8.91786582 10.99449148 2.21147951 9.97920481 13.16189292 13.31880376 8.29288158 9.86411292 -0.01086099 5.75286631 11.14497319 7.88391890 NA 5.31102713 -0.01086099 10.39530588 8.82199077 8.31852338 11.38517038 10.52528324 0.0020805 -0.0033243 -0.0187650 0.0186630 0.0329130 0.0769980 -0.0059522 0.6625300 0.1191700 0.1191700 0.2003000 0.2003000 0.2793100 0.2985100 0.3356100 0.4142900 0.0069435 0.0000000 0.0000000 0.0150280 0.0120970 0.0923150 -0.0012473 -0.0102320 0.0073609 0.0034687 0.0034687 -0.1095900 0.0000000 0.0020805 0.0038854 -0.0187650 -0.7304700 -0.3551000 -0.3698600 -0.3698600 -0.3698600 -0.3584000 0.0769980 -0.0059522 -0.0059522 -0.0059522 -0.0151910 0.1191700 0.1191700 0.1191700 0.0143300 -0.3944100 0.2793100 0.2985100 -0.3850400 0.0351000 -0.0040162 -0.0120240 -0.3657800 -0.0019399 0.0000000 0.0136320 -0.4586400 -0.3653300 -0.3653300 -0.3653300 0.0203430 -0.0260300 -0.0042232 -0.0052610 0.0073609 0.0276380 0.0034687 -0.3632900 -0.3632900 -0.3632900 -0.1095900 -0.3709800 -0.3887300 -0.3734700 0.0097276 0.0127950 -0.0312230 -0.0312230 -0.0894340 0.000 0.000 0.000 0.000 0.000 0.000 -0.365 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.363 -0.110 -0.110 0.000 0.000 -0.371 0.000 0.000 0.000 0.000 0.000 -0.352 0.000 0.000 0.000 0.663 0.000 0.119 0.119 -0.175 -0.375 0.299 0.299 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.365 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.363 -0.110 -0.110 0.000 0.000 -0.371 0.000 0.000 0.000 0.000 0.000 -0.352 0.000 0.000 0.000 0.663 0.000 0.119 0.119 -0.175 -0.375 0.299 0.299 0.000 0.000 0.000 0.000 6.96255943 9.58155782 6.99659551 3.89599084 8.18877328 7.55134298 5.62330796 8.10631115 9.90994992 4.94329781 7.63055036 6.03349569 10.32783723 8.01700657 9.82515119 13.58932351 9.77146570 12.09795195 10.70791910 10.31702769 8.41694443 5.11838465 8.97304438 0.40414017 8.10676131 9.51004689 13.16703939 8.21952141 13.01053545 11.29059702 8.49821616 4.01884779 14.49019161 7.55134298 4.76713567 -0.59596886 11.33191628 9.66799428 8.35833472 -0.01086099 4.51266304 7.80288208 10.04076301 6.09762554 12.31450001 10.62179319 4.04799200 12.41361709 9.69011848 10.53599528 9.91242832 10.05519009 5.55388575 8.11322229 13.49800977 7.48524889 NA 5.59396323 9.71985407 12.3210441 10.4244238 10.2306869 NA 9.6808444 10.8343295 8.1590256 10.2535434 10.8227816 13.4162827 8.3842778 12.4685443 7.8879541 6.3871316 10.3568795 9.2981982 9.6895406 11.9923845 13.9373406 11.0752371 11.4988758 11.2533479 8.2227205 5.1723235 6.7572847 7.7964556 10.7412027 10.6254234 12.3419719 8.9551832 1.7260465 12.5420901 10.6981846 NA 6.7835169 14.7277726 8.3984919 14.8164270 10.2263108 12.5670803 4.7439888 12.4274595 1.9891027 12.4757297 12.1194569 10.4796175 9.6697534 10.3341808 10.1887732 12.1557870 7.4648341 10.5433699 12.2086425 10.1735630 10.2570579 0.4041402 13.0696408 5.2370283 0.4041402 12.1597562 14.5525535 10.0216058 5.9587267 11.0650256 10.2535434 11.8099446 11.5342262 13.7873701 9.0003282 12.2257130 10.8062337 7.7056345 11.2482556 10.7412027 10.1556825 0.7260465 10.6999073 8.4485326 12.1652740 11.9026136 3.0479920 11.2681309 12.0821882 5.1183846 10.7127618 5.3583330 10.9944915 5.5126630 0.9890663 9.8641129 6.8219908 10.8004755 11.5351914 10.6606419 10.4323898 8.7780909 9.9984629 TCGA-JY-A6FE 49 1 112 NA esophagus stage iii t3 n1 m0 male 2009 no NA esophagus squamous cell carcinoma 29 r0 8 white NA 3 5 4 4 3 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.676111e-06 7.797812e-07 9.63855421686747 11.4457831325301 59.6385542168675 12.0481927710843 7.2289156626506 NA 10.0926129 9.2693731 NA 11.2466530 7.7830152 9.8975634 9.2020013 5.0885487 11.8374052 12.1978619 0.9474791 8.9440596 NA 1.7954345 9.9723963 1.4328525 11.7760353 0.9474791 2.8734392 -1.3744489 11.7926214 11.5415829 NA 10.1891899 5.1646777 7.6226961 6.7399885 7.5999314 NA 15.4413880 8.5927433 16.0610740 9.2346496 9.3155148 7.4071063 12.4200343 -1.3744489 9.4360885 10.0745004 11.3951481 12.2449345 9.4142351 11.1868048 0.6255511 NA 8.6437170 9.6458023 11.4707952 3.3804108 7.5263834 11.8063989 -0.3744489 12.3996862 8.1453692 0.2105136 8.7036676 8.8852601 8.3619188 5.1333128 12.9451890 NA 8.7063344 9.9496975 0.9474791 8.8698807 11.7512532 3.3259620 9.7998184 12.8856278 11.9295829 8.7103253 10.1126686 -0.3744489 1.6255043 11.7633086 8.1607921 NA 6.9383999 -0.3744489 9.7162910 4.6916067 8.0517816 3.4328659 8.5390646 0.0000000 0.7254600 0.2094700 -0.0114730 -0.0567120 1.1630000 -0.0538810 1.9583000 -0.0347680 -0.0169790 -0.6687300 0.5299300 -0.6915100 1.0084000 0.9986200 -0.0275350 0.9886600 0.4900900 0.5418900 -0.0174820 -0.0060904 1.5137000 0.0186630 1.0680000 -0.0171160 1.8721000 -0.2601100 -0.1019700 -0.0276710 0.0000000 -0.5617600 0.2094700 -0.0114730 -0.0638380 0.0874710 0.1042000 0.0276380 0.0276380 1.1148000 0.4996000 -0.0538810 -0.0538810 -0.0338140 2.1373000 -0.0298570 -0.0169790 1.0657000 -0.1304400 -0.6915100 3.3129000 -0.0618230 -0.0275350 0.0277780 -0.6531400 0.2824100 0.1288900 0.5074100 0.5220100 -0.0151910 -0.0486130 -1.0042000 0.9279700 0.6247900 -0.0309500 -0.0107840 0.7354900 -0.0171160 1.0386000 1.8721000 -0.3793400 -0.3793400 -0.3793400 0.0211830 0.2708000 -0.0449570 -0.0449570 -0.0346310 0.5805900 0.0639390 -0.0179410 -0.0013046 0.000 0.000 0.490 0.490 0.000 0.000 1.474 0.000 0.000 0.000 0.000 0.000 0.000 1.089 0.710 0.000 0.000 0.000 0.000 0.290 1.506 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.958 0.000 0.000 0.000 0.000 0.000 0.337 0.994 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 1.474 0.000 0.000 0.000 0.000 0.000 0.000 1.089 0.710 0.000 0.000 0.000 0.000 0.290 1.506 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.958 0.000 0.000 0.000 0.000 0.000 0.337 0.994 0.000 0.000 0.000 0.000 7.363609 9.230070 2.325962 NA 7.619870 8.299709 4.910920 3.017833 9.168549 4.892304 8.872257 7.097193 10.209540 9.289075 10.803559 11.394735 4.372639 10.414643 10.397006 3.795445 6.656295 5.445697 9.033847 NA 8.403594 10.214232 12.540836 10.051257 11.363221 11.128100 8.332876 6.339763 2.625528 8.299709 4.050101 NA 9.938400 9.889373 4.117371 2.084949 4.240230 8.497422 9.379569 8.107316 10.414235 11.015148 NA 13.040400 9.924725 4.854335 9.628332 10.729133 4.084949 5.084949 13.022857 8.037790 NA 8.975351 10.497422 11.5853378 10.4733572 9.8975634 0.6255511 9.0951588 7.8781821 9.2917410 10.5558809 10.7522214 12.8375709 8.8361883 10.9347090 7.8128691 9.5293987 11.3052169 9.1704814 10.3298528 10.6658066 10.0606505 4.7129809 11.5415829 11.8468019 7.5354099 9.4101518 8.4183072 3.0849487 10.2539624 12.2886302 12.4350841 9.4892386 3.6255160 12.0446871 9.4142351 1.6255043 8.8054260 13.6581696 9.2038895 13.2158115 11.0759549 7.9653670 4.9474464 11.3067553 2.0849487 13.0001584 11.8837885 9.3986561 5.9016417 10.2788277 10.5514422 12.7299519 9.3576844 10.6671760 13.6400836 10.5815300 11.0210510 2.8734392 12.9832063 -1.3744489 -1.3744489 11.2466530 12.1169930 9.7560874 6.4003040 9.2393064 10.5558809 11.1362811 12.1978619 13.0919121 13.2012334 11.2729753 9.5986403 8.1915710 11.3034567 10.2539624 9.7320799 NA 9.3978314 9.2846208 12.0637889 9.7797021 1.2104512 9.0156857 8.2067175 3.4328659 9.9496975 0.9474791 11.7512532 4.2693698 6.5443803 10.1126686 8.6170387 10.6872256 11.1877593 9.1829805 11.9960681 7.9247246 9.9292976 TCGA-JY-A6FG 50 1 1263 NA esophagus stage iii t3 n1 m0 male 2009 no NA esophagus squamous cell carcinoma 6 r0 5 white NA 2 5 4 5 3 3 6 4 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 4 0 0 1 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 4 4 6 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 8.357288e-06 2.635493e-06 21.6049382716049 6.17283950617284 55.5555555555556 9.25925925925926 7.40740740740741 NA 9.3075635 9.4788420 0.3047447 11.8024340 7.3774622 8.2432697 10.8717539 4.7421518 7.3454948 9.5431533 0.3047447 8.4679788 NA NA 9.6601143 1.0417336 12.5542215 1.3047447 3.5777672 NA 11.1983029 12.4652503 NA 10.6168751 4.0773370 9.2991020 12.5373043 NA NA 13.5442476 10.7218977 14.1085023 5.9389538 6.6386488 7.8413455 11.9571454 14.9845401 9.3842333 12.0348209 10.9313702 11.9944553 10.1751132 11.5223024 0.7197530 NA 2.8897072 9.5660599 11.0746029 1.7197968 8.0098051 11.9722888 1.7197968 12.7628133 8.5366738 -0.2801594 9.0439664 8.4846578 7.5303580 3.0417161 13.7449256 NA 5.4340310 11.4241220 7.9316742 8.8758691 10.9268003 2.3047447 10.0155550 15.3822597 11.4104388 9.6423704 9.4434469 NA 3.7641763 9.3390890 10.5797090 NA 5.8283117 NA 10.0773379 3.9292418 7.1121038 13.2737152 11.2222623 0.00124810 -0.00214230 -0.00332430 0.00152550 -0.00235530 -0.00207670 0.00444110 0.03524200 -0.00221680 -0.00083160 -0.00097017 -0.00207840 -0.00249380 -0.01023200 2.04120000 0.00055459 0.00013863 -0.00401620 0.00055459 -0.00332430 -0.00678130 -0.00193990 0.00499690 0.00194180 -0.00733390 0.00152550 0.00069234 -0.00636680 0.02108600 0.00124810 -0.00214230 -0.00332430 -0.70890000 -0.00013862 0.00555290 0.00555290 0.00555290 0.00555290 -0.00207670 0.00499690 0.00444110 -0.74777000 0.01279500 -0.00221680 -0.00083160 -0.00083160 -0.00207840 -0.00013862 -0.00249380 -0.01023200 0.00055459 0.00055459 -0.00843850 -0.00843850 -0.00843850 -0.00443120 -0.00401620 -0.00415460 -0.00678130 -0.00193990 -0.00193990 -0.00193990 0.72301000 0.01042400 -0.01620800 0.00360760 -0.00733390 0.00249690 0.00152550 0.00499690 0.00499690 0.00499690 0.00110930 0.00138680 0.00332990 0.00541390 -0.01119800 0.02440800 0.02440800 0.02440800 0.02440800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.723 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.723 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.3344968 8.5011457 9.6281787 -1.2803346 8.3252654 7.9194581 5.5142012 8.6593652 8.8413197 5.0948272 9.4262819 5.4612535 11.4827908 7.6913297 6.3122422 12.5069744 11.0269612 10.8890847 9.1945060 10.8072488 6.3494343 3.8490685 8.1163908 NA 8.5848231 7.5715350 11.9454453 8.5510934 13.6014306 11.6060542 8.3159755 3.1120996 12.6224437 7.9194581 1.1844707 0.3047447 10.2136415 8.8567772 4.9865748 -1.2803346 2.9486008 5.5901499 9.7559596 6.2116391 11.0011365 11.0431223 8.5793208 13.1648655 10.0417140 11.7999373 10.6483044 9.3113083 4.9865748 12.7605038 14.5674062 7.8727555 NA 2.8072519 7.1668691 11.7026014 9.7240064 8.2432697 NA 8.9034213 7.1873917 4.9677127 10.0562925 9.4210924 11.2408957 8.6593652 10.5271409 7.4813369 8.0861081 9.6138458 8.7113080 9.1904450 10.8922135 12.1374658 10.6289290 12.4652503 10.3622891 8.0904734 4.6505233 5.0773370 6.8490685 11.0490218 12.0366332 10.7334576 8.6176313 1.5271204 12.0192802 10.1751132 1.3047447 4.6024272 14.8663252 7.2472630 13.6977367 10.2251014 8.1523279 6.3779983 12.7526927 -1.2803346 13.0883955 11.0115323 9.1312970 7.9021803 9.6732550 8.5431533 11.8572575 6.6855702 10.3477758 14.3437046 10.0428407 10.3514179 0.3047447 12.5037051 -1.2803346 1.041734 11.802434 14.073587 10.261367 5.023566 13.251107 10.056293 11.287742 9.543153 12.036916 6.527141 8.808574 10.753773 8.825694 10.973338 11.049022 9.092651 NA 10.202090 9.514202 12.499095 10.812873 4.785875 10.914540 10.754241 2.041699 11.424122 7.931674 10.926800 4.807247 7.028125 9.443447 6.859337 10.693842 11.167386 10.587451 9.430592 7.708471 10.022996 TCGA-JY-A6FH 53 0 NA 1441 esophagus stage iib t2 n1 m0 male 2010 no NA esophagus adenocarcinoma, nos 33 r0 2 white NA 1 1 NA NA 1 1 1 1 1 1 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 6 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7.420994e-06 2.25404e-06 11.0320284697509 6.04982206405694 54.8042704626335 19.2170818505338 8.89679715302491 3.2704542 10.4525777 8.3708295 6.1719974 12.0312716 7.4031501 9.1686408 10.1082624 6.1593386 8.4831584 10.7175425 -1.8996951 8.7344376 NA 4.6551228 9.5172950 NA 13.3907778 4.9235200 4.9078905 NA 12.7388005 12.6065319 1.1005068 8.9869931 2.8009724 7.7004473 3.6259718 0.1005740 1.1005068 13.9172430 10.0828149 13.5149414 9.6693360 5.5014137 8.6172191 12.9893727 5.9334239 10.9092974 11.6985356 11.5091294 11.7082114 10.2246557 10.6164805 0.1005740 1.8009931 5.3766585 9.7348916 12.6436042 2.1005404 8.9420986 11.6212671 2.1879894 13.5887197 8.5126915 0.4224483 10.1686408 8.8973851 7.6003805 5.0547313 13.4325009 1.1005068 9.8173538 11.0321952 4.8147811 8.8900679 10.8637467 -0.8994260 10.2553524 13.2990945 9.7672022 5.3673221 10.1276005 NA 2.2704691 11.1931263 11.1128096 NA 6.1719974 NA 9.9565707 4.2502795 9.7138633 8.3329554 9.8874532 1.0042000 0.0207630 1.1188000 0.0123760 0.0312950 0.6533200 -0.5328700 0.7027000 0.0298880 -0.7084700 0.0206230 0.7220600 -0.7188800 -0.7032500 0.0365120 0.0035540 0.3082500 0.0251100 -0.6955900 -0.7028900 0.0607940 0.7568100 1.4183000 0.8603700 -0.5712000 0.0325630 0.6413900 3.6569000 -0.2631200 -0.6042900 0.0239870 0.0310140 0.0321400 0.0193630 0.0420240 0.0376410 0.0600790 0.0600790 0.0519560 -0.5437100 -0.5328700 -0.5315400 -0.7128800 0.0232860 -0.7001900 -0.7084700 -0.6946800 -0.7181700 -0.7494500 -0.7032500 -0.0076101 -0.0076101 0.0134920 0.0134920 0.0134920 0.0000000 -0.0029091 -0.7242000 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4.4580867 9.2233622 12.2082418 8.1719969 9.3963032 13.3434479 7.3002070 11.1255216 10.0590870 7.0605360 3.2298186 10.2770192 8.8001068 7.7447329 0.4224483 12.5928883 8.5225992 7.3531998 0.4224483 5.3673221 7.1746761 10.5083332 6.4712216 9.4630261 11.1731694 NA 13.0434153 8.7524830 11.4206297 9.7298909 9.8508225 1.9078905 6.3437081 13.5834053 9.5602732 0.6855365 5.1229005 10.1773499 11.3420707 10.4300504 9.1686408 NA 10.2464664 9.3928560 8.9631718 10.2480445 9.6260550 10.1685870 11.7822120 11.6084528 8.0459780 12.7609202 11.1251546 9.6536836 8.3743301 10.5304641 9.3124165 12.2968290 12.6065319 10.6294767 9.3329551 2.0074108 5.2400853 12.2066064 9.4476019 12.8791762 5.8147786 8.0089272 -1.8996951 11.7363658 10.2246557 0.4224483 8.0835277 14.1530709 7.3531998 12.6151867 9.8570907 14.4288060 9.5928883 11.0869097 -1.8996951 12.6579657 12.2644984 8.6627766 9.6450158 10.9504144 10.5556046 10.9921282 5.6929906 10.6684904 12.4048286 9.7591921 9.8608384 0.9078905 12.8588096 NA 2.423175 12.031272 14.142810 10.388535 4.229819 10.258513 10.248044 12.147232 10.717543 12.161652 9.120125 6.804438 9.352017 8.297456 9.239446 9.447602 9.653684 1.800993 9.144928 10.470404 12.152168 6.970899 3.309991 9.594390 7.362629 3.624101 11.032195 4.814781 10.863747 8.771191 2.800972 10.127601 6.219474 10.309683 11.638723 11.101239 9.792278 8.260406 10.792060 TCGA-JY-A938 75 0 NA 1060 esophagus stage iib t3 n0 m0 male 2012 no NA esophagus adenocarcinoma, nos NA r0 0 white NA 2 2 NA NA 1 1 1 2 1 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5.513729e-06 1.733877e-06 31.7535545023697 3.7914691943128 30.8056872037915 22.2748815165877 11.3744075829384 -0.4492963 10.6411461 10.7531327 4.1052925 11.9469061 6.3712016 11.0622083 10.0075705 5.9556732 9.9701362 8.7442280 NA 8.6774071 0.8726318 NA 9.5379739 -1.4492963 13.1899982 NA 4.5049000 -0.4492963 12.2842478 14.2170100 0.1356662 8.7650218 7.0019137 9.1727545 3.3383388 3.8361059 2.0101353 13.9657182 10.4534547 16.4211141 10.3379279 9.5078047 8.9559930 13.2701985 4.7986312 9.2752166 11.3209371 10.4851308 12.4181746 9.9049522 10.7558851 3.5049000 0.1356662 10.0884065 10.2811729 11.2401330 4.1052925 8.1543290 11.5281544 1.5507037 11.8319083 9.4906271 3.2511434 9.5834373 9.4545845 9.0233937 6.6113982 13.8546618 -1.4492963 10.0019138 10.7355781 2.5507037 9.3802273 10.9698729 3.6381665 10.4703110 13.2011936 11.8938885 7.3804256 10.0141965 -0.4492963 2.3580586 12.3152634 10.8160248 NA 5.7891084 0.1356662 10.1823345 5.9936472 7.6975257 6.1654135 9.3026149 0.0269350 -0.0123000 0.0185230 0.0114000 -0.0049844 -0.3113700 0.0000000 -0.0160170 0.0294660 1.2650000 0.0181030 0.0181030 -0.4148200 0.0458490 0.4923400 0.0290440 0.0401850 -0.4016300 0.3939600 -0.3854900 -0.4020100 0.0123760 -0.0258930 -0.3844600 1.1738000 0.3913100 -0.0179410 0.0612220 0.1509900 0.0269350 -0.0123000 0.0185230 -0.0049844 0.0022193 0.0134960 0.0125160 0.0125160 -0.3113700 -0.3113700 0.0000000 0.0000000 0.0000000 -0.0160170 0.0400440 -0.0105080 -0.4215600 0.0181030 0.0153080 -0.4148200 -0.3983000 -0.4040700 -0.4040700 0.0266540 0.0266540 0.0266540 0.0266540 -0.4052700 0.3918100 -0.4058300 0.0123760 0.0123760 0.0123760 -0.0258930 -0.3829100 -0.3795400 -0.4149800 -0.3815400 -0.3549900 0.3913100 -0.4167400 -0.4167400 -0.4167400 -0.4240700 -0.3686100 0.0352420 0.0352420 -0.3911800 -0.1034200 -0.1034200 -0.1034200 -0.1148200 0.000 0.000 -0.402 0.000 -0.385 -0.385 0.000 0.000 -0.384 -0.380 -0.380 -0.355 -0.355 0.391 -0.399 -0.367 -0.367 0.000 0.000 0.000 0.000 0.000 -0.391 0.000 0.000 0.000 -0.311 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 0.000 -0.378 0.000 -0.103 -0.103 0.000 0.000 -0.402 0.000 -0.385 -0.385 0.000 0.000 -0.384 -0.380 -0.380 -0.355 -0.355 0.391 -0.399 -0.367 -0.367 0.000 0.000 0.000 0.000 0.000 -0.391 0.000 0.000 0.000 -0.311 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 0.000 -0.378 0.000 -0.103 -0.103 9.024409 10.694405 4.408685 6.244191 7.728123 9.324666 5.659228 7.408684 9.864719 5.616793 4.925743 7.564723 7.561930 10.402842 6.822165 12.445426 9.546583 11.095667 10.386753 9.075244 8.851559 5.789108 8.233697 3.550704 8.201754 9.597827 11.519909 5.669645 11.587503 10.473287 7.530842 1.135666 12.540275 9.324666 2.737362 -1.449296 13.042556 10.215594 8.020344 3.074266 7.205339 6.451569 10.125769 9.055522 10.220474 10.223128 NA 12.112229 8.804550 11.366886 9.269236 9.985852 5.951583 7.908254 12.154561 8.384826 NA 6.784322 10.130490 12.7074969 10.0490534 11.0622083 NA 10.5751499 11.6931289 8.2921698 9.9076939 11.4985223 12.0012168 8.3867532 10.9478426 8.5322702 10.6510366 9.9993353 7.3386054 10.1333152 11.7064697 10.9917924 10.9995934 14.2170100 10.1440939 8.3434931 6.6167914 8.2248950 10.1777805 8.4665823 10.1196089 10.5737640 9.4973898 3.1356662 12.2886894 9.9049522 -0.4492963 7.3287799 16.3285259 10.8256632 13.1287806 9.9333268 13.5397424 9.8221658 12.1467760 3.6381665 13.8491950 11.3867531 10.1891386 9.6100472 11.0898810 10.8021851 12.5915062 9.8430244 10.0029440 12.9703713 10.2275413 11.1344907 2.3580586 13.1414067 -1.4492963 2.7222256 11.9469061 13.7975491 9.7944718 7.6487351 10.1818798 9.9076939 11.9213902 8.7442280 14.9154359 8.7552738 9.8832988 10.2265584 8.6150278 11.0631963 8.4665823 9.5978267 0.1356662 9.2450606 10.2636596 12.3037105 11.1278955 4.5950978 10.1304901 10.1695471 5.5049000 10.7355781 2.5507037 10.9698729 3.1356662 0.8726318 10.0141965 7.5336965 10.0732843 10.6046287 10.7215667 9.5464699 8.6181370 11.1191340 TCGA-JY-A939 77 0 NA 660 esophagus stage iib t1 n1 m0 male 2012 no NA esophagus adenocarcinoma, nos NA r0 1 white NA 2 6 1 1 1 1 5 2 3 2 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 5 0 0 0 0 4 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 5.062921e-06 1.387102e-06 23.2804232804233 8.46560846560847 52.3809523809524 11.6402116402116 4.23280423280423 1.2947825 10.3402607 9.7451605 6.0813695 12.1994087 7.6003069 10.5250347 9.3115824 5.5847551 9.8729580 8.0549950 1.2947825 8.2136374 NA NA 9.7559751 1.5578267 12.4740139 NA 3.7277353 4.0172360 12.0469874 11.3795824 7.2302338 9.1402641 7.8462902 9.4333019 3.1427728 NA 6.1123978 14.3281970 8.8887253 14.9118417 7.9471746 9.4384124 8.3565717 12.8760688 NA 10.2460587 11.6524976 10.7599323 12.5734558 11.0014427 12.1822993 3.9728489 3.2947678 10.8428253 10.8744671 11.5585268 4.0603068 9.3182513 12.0261694 5.2582475 11.2040672 9.0406029 8.0254142 10.0348921 9.2172099 8.9714364 7.7410301 13.6390145 NA 9.6549627 11.0372519 6.2207730 9.2311883 11.0748216 6.2207730 10.0308377 11.8518548 12.3600555 9.0969673 11.0466093 1.2947825 3.2207788 12.6022026 9.8842380 2.9728397 8.0172399 2.1427728 9.4485793 6.0708787 9.0402804 0.9728397 9.8423859 -0.02637000 0.05751100 0.05918100 0.01502800 0.01502800 0.00097064 -0.03993700 -0.00346270 1.54750000 0.03171800 0.10133000 0.10133000 0.41212000 -0.05027200 1.39310000 0.09420100 0.08462300 -0.04183800 -0.04224500 0.01293400 0.01293400 0.00000000 -0.00691950 -0.03789800 0.00138680 -0.01050800 -0.01050800 -0.00221680 0.01042400 -0.02637000 -0.03087100 0.05918100 0.01502800 0.01502800 0.00097064 0.00097064 0.00097064 0.00097064 0.00097064 -0.03993700 -0.03993700 -0.03993700 -0.00346270 -0.00401620 0.03171800 0.03171800 0.10133000 0.05451800 0.41212000 -0.01656700 0.09420100 0.09420100 -0.07053600 -0.07053600 -0.07053600 -0.07053600 -0.04183800 -0.04224500 0.01293400 0.00000000 0.00000000 0.00000000 -0.00691950 -0.03789800 -0.06410600 -0.06410600 -0.01587900 -0.01216200 -0.01050800 -0.01050800 -0.01050800 -0.01050800 -0.00221680 0.13391000 -0.06786000 -0.06786000 -0.07401000 0.01460900 0.01084200 0.01084200 0.01042400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.134 0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.134 0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 0.000 0.000 0.000 0.000 0.000 0.000 10.57461670 9.76807397 -0.02708682 3.61669880 8.02269460 8.63105734 5.44858054 7.38647385 9.19925812 4.95012776 8.09696704 6.40747342 7.51587800 8.14277080 10.94367084 10.89394302 9.21661492 11.83741904 10.83432061 8.17496961 8.24908690 4.58755702 8.96861323 NA 9.33226620 12.00127008 12.42405706 8.10470305 11.23764623 10.41578940 7.48064077 3.22077879 3.43227797 8.63105734 5.52743634 0.55777767 11.52118622 10.13586663 8.47069791 4.18230297 6.43227797 10.73439717 9.07482170 9.26516752 10.13082446 10.44959212 0.97283967 12.17175135 9.12386248 11.10019549 9.97776861 9.74268383 5.57275934 4.14277284 13.19986014 8.78095734 NA 7.84936319 10.14714755 12.65133605 10.19019791 10.52503467 -1.02708682 9.56717046 11.56202891 7.78982965 10.26515603 10.21899277 11.74907334 6.89765792 11.07021972 8.38647385 12.97601245 10.37212383 8.07087819 8.95441328 11.69309021 10.52543820 11.94672264 11.37958241 10.42611660 8.44452131 6.46469930 8.92704221 11.62860024 7.84936319 11.79122839 11.04966153 8.83238087 5.29477512 11.57971380 11.00144275 NA 7.90062413 16.39202435 9.20406709 13.20098822 9.42714520 14.10875559 10.01792302 11.54956647 1.78018409 12.53632467 11.67847835 9.38011361 10.33369307 10.17926210 11.20256606 11.96737618 11.46018356 9.96224043 12.83089787 10.29025851 10.32046730 -0.02708682 12.82479014 NA 3.142773 12.199409 13.605439 9.239632 8.486574 11.675235 10.265156 11.439177 8.054995 12.386738 9.668944 8.152755 9.981135 9.573660 10.586175 7.849363 10.524074 3.294768 9.888725 10.346255 12.197451 10.564836 6.339168 10.097613 10.118141 7.167603 11.037252 6.220773 11.074822 6.192015 4.950128 11.046609 7.780201 10.069561 10.295901 10.998332 10.713048 9.073508 10.886109 TCGA-JY-A93C 47 0 NA 705 esophagus stage iiib t3 n2 m0 male 2011 no NA esophagus adenocarcinoma, nos NA r0 3 asian NA 1 2 NA NA 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 4.334693e-06 1.595167e-06 32.183908045977 6.32183908045977 46.551724137931 8.62068965517241 6.32183908045977 NA 10.1994891 10.5721630 6.4923836 12.1338256 8.2271379 10.2969617 9.7835892 5.6862344 10.1325684 8.3769068 1.2683745 8.6988349 NA NA 10.0798293 1.7278333 13.6031510 0.8533570 4.3769085 -0.7316854 12.3431927 12.8966000 7.8172043 9.0925455 6.3290787 8.3114096 2.1752691 -1.7316854 4.5163115 14.4285098 9.0406969 13.9715448 9.1704409 8.0215991 7.9636105 13.1346470 3.8229748 11.1341155 11.6599991 10.7587318 12.5005783 10.5801306 13.1407205 3.5903146 1.0757380 8.9800493 10.6442363 12.3244704 5.3344717 8.9928961 10.8741951 1.8533570 11.9722858 9.7221056 1.9688280 9.4965998 9.1348886 9.1677393 6.1263638 14.3110890 -0.1467229 10.3155062 9.5721630 4.4972036 9.0176567 10.7524499 1.9688280 9.5543625 13.6307028 11.4540321 7.2851904 10.5655135 -0.1467229 4.1263617 11.5370705 11.4729534 NA 8.6767120 -0.7316854 9.6547837 5.7682293 9.4451788 5.3344717 9.1080979 -0.4803300 -0.4172900 0.0748400 0.0000000 0.0000000 0.3492500 -0.5561700 0.0411750 -0.4926700 -0.0167040 0.4393600 0.4393600 -0.5226600 1.3912000 1.3912000 0.0598300 0.3668400 -0.0584540 -0.0584540 0.0489720 0.0489720 0.1090600 0.3954600 -0.4932900 0.4363100 -0.5464300 -0.5464300 -0.0011087 0.5280100 -0.4803300 -0.0201630 0.0748400 0.0000000 0.0000000 0.3100100 0.3236600 0.3259200 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10.6938605 1.2683745 6.1991187 7.2711969 10.5180884 3.8830929 10.1850082 9.1917097 5.7359878 4.8533470 8.1586465 10.1468165 9.5073840 9.2886677 10.7604859 11.2757705 11.7479099 11.1018654 8.5755831 8.9294300 5.5537844 8.0481016 -0.1467229 9.7997637 11.9320516 12.5693068 6.9963029 12.8330433 10.9599077 8.0481016 4.2456630 8.4104895 10.5180884 6.4682510 7.1201311 12.2015196 10.3455318 8.6745874 3.6607005 6.5351680 7.3290778 10.2105302 8.7329282 10.8819416 10.7195934 -0.1467229 12.1999509 9.0837654 11.6876841 8.9363809 9.8922638 4.8229697 6.0232709 12.3158470 8.8266308 2.6607005 8.4887604 10.9212272 12.7285822 10.1556029 10.2969617 -1.7316854 10.0977086 10.8085103 7.6368885 10.1098523 10.4024877 11.9985339 6.7919443 10.4689744 7.9461021 12.8279386 10.1498787 8.7592331 9.0845661 11.4464246 11.3210318 12.1291783 12.8966000 10.5922815 8.0530174 5.7359878 8.0464594 10.4190816 8.4358003 12.4072940 9.5549401 9.1067985 4.3976661 12.0515852 10.5801306 -0.7316854 6.5675896 16.6583875 9.1887352 12.5919297 10.2844941 12.6901184 11.3329567 12.2776861 2.7919391 13.0122800 11.8321744 9.0115337 10.7413269 10.6738854 10.8666675 12.0117441 9.3405149 10.2966337 11.9772215 9.8353876 10.9841298 0.2684344 12.5071602 -1.7316854 2.727812 12.133826 16.068671 9.744622 7.894091 12.128790 10.109852 11.254046 8.376907 12.982896 9.513935 7.147966 9.989819 9.663381 11.441903 8.435800 9.252088 1.075738 10.150261 9.719078 12.210622 8.821051 7.287973 9.758230 10.069686 6.951377 9.572163 4.497204 10.752450 3.268389 5.617110 10.565513 7.956633 9.627583 10.608789 11.261851 9.992470 8.633611 11.060156 TCGA-JY-A93D 51 1 960 NA esophagus stage iiic t2 n3 m0 male 2012 yes NA esophagus adenocarcinoma, nos NA r0 14 white NA 1 6 NA NA 5 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 7.212929e-06 2.323395e-06 20.5776173285199 5.41516245487365 50.9025270758123 17.6895306859206 5.41516245487365 1.0432745 11.0338745 10.4664136 2.5457954 12.3201007 7.1740918 11.4641299 9.6985304 5.9048405 11.7145439 9.1794344 0.7802261 9.1700021 NA 0.0433445 10.2865551 0.7802261 12.6919864 -0.5416180 4.5876170 0.4583820 12.1212261 11.6900064 3.5027252 8.9641468 8.9381155 9.0148412 4.8356311 1.2656769 4.7802628 14.1114322 9.4827823 14.4404144 8.2736063 10.2620628 8.3006857 13.3374877 NA 10.7615452 11.8689840 10.8671957 12.3769190 13.7498657 12.9069678 5.3890711 1.6282603 9.2729178 11.5911563 12.1402918 7.3038255 9.4800094 12.0461233 5.7437385 11.8245209 9.0476025 5.6080818 10.1165467 10.2322986 10.6898565 8.4986251 13.0520765 NA 11.2180154 11.3546676 7.2165587 8.9485746 11.7944233 5.4917569 9.7127734 10.1373754 13.7779721 10.3554243 10.9353067 2.4583295 4.1021878 13.1642916 10.3554243 0.7802261 6.6580072 1.9177754 9.7032937 8.7262924 7.9681103 2.9177754 9.9300055 -0.0911550 0.3629700 0.3629700 0.7952900 -0.0272610 0.0245480 -0.0271240 0.4655300 0.0000000 -0.0084385 -0.2837000 0.2367400 3.6569000 0.2199100 0.2199100 0.0625080 0.0625080 0.0979790 0.0979790 3.6569000 0.0908650 0.1695600 -0.0733430 -0.1179600 0.1752800 -0.1609000 -0.1609000 0.0949270 0.0336900 -0.0911550 -0.0882720 0.3629700 -0.0272610 -0.0272610 -0.0870490 -0.0870490 -0.0870490 -0.0870490 -0.4623800 -0.0271240 -0.0271240 -0.0271240 -0.1931200 -0.3926300 0.0000000 -0.0084385 0.2367400 0.2310600 -0.3336400 0.2199100 -0.3497300 0.0625080 -0.0146410 -0.0146410 -0.0146410 -0.0146410 0.0886920 0.0934750 0.0908650 0.1631000 0.1695600 0.1695600 -0.0733430 -0.1184800 -0.0179410 -0.3611300 -0.2723600 0.2047300 -0.1609000 -0.2979200 -0.2979200 -0.2979200 0.0949270 0.1890400 -0.2616700 -0.2616700 -0.1662500 0.0565130 0.0565130 0.0565130 0.0565130 0.000 0.000 0.000 0.000 0.000 0.000 0.170 0.000 -0.118 0.000 0.000 -0.097 0.175 -0.161 -0.298 0.000 0.000 0.000 0.363 0.658 0.658 -0.262 -0.166 0.000 0.000 0.000 0.000 0.000 0.000 0.280 -0.186 0.000 0.000 0.000 0.173 0.220 0.220 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.170 0.000 -0.118 0.000 0.000 -0.097 0.175 -0.161 -0.298 0.000 0.000 0.000 0.363 0.658 0.658 -0.262 -0.166 0.000 0.000 0.000 0.000 0.000 0.000 0.280 -0.186 0.000 0.000 0.000 0.173 0.220 0.220 0.000 0.000 0.000 0.000 11.440794 10.374961 3.043292 5.833376 7.242970 9.033874 5.667790 6.958181 9.204010 5.901280 5.577278 7.608083 8.578573 7.927977 8.625753 11.090649 9.467961 11.535485 11.014362 7.409620 9.556953 6.672654 10.337919 NA 8.630763 12.756326 11.934828 7.403779 11.170301 10.252751 7.319422 2.158789 7.489003 9.033874 5.424005 -0.541618 11.443288 10.018668 9.378688 4.762115 8.620009 9.052660 10.228586 10.789252 10.257212 9.957184 -1.541618 11.736639 8.009082 10.671136 9.007157 9.143960 5.648161 6.377198 11.266696 7.785146 3.950188 7.294385 10.932548 12.880466 10.750945 11.464130 -1.541618 10.023913 10.922881 7.820279 9.621916 11.144617 11.827796 6.638245 12.232402 7.653092 11.205899 11.186894 8.061961 9.481396 12.052193 10.242054 9.537153 11.690006 10.616314 8.697934 8.153564 9.775748 10.041418 7.682337 9.620097 10.798742 9.176012 6.206528 12.043885 13.749866 -1.541618 8.374214 16.372983 10.463258 13.328652 9.546461 12.200224 8.270513 12.931026 3.365231 13.079944 11.931153 9.768948 11.321941 9.981574 11.331010 12.791840 9.805957 10.069821 11.970043 9.957683 10.627634 NA 12.994704 1.780268 3.670127 12.320101 14.094892 9.608082 9.334852 11.538487 9.621916 11.937610 9.179434 13.355803 11.226726 8.787010 10.311255 8.313204 12.274019 7.682337 10.248684 1.628260 9.379432 10.327544 12.457719 10.842579 5.412531 10.527785 10.449148 8.050792 11.354668 7.216559 11.794423 6.950188 -0.541618 10.935307 7.141330 9.986789 10.544140 11.528456 10.819182 9.324841 11.262466 TCGA-JY-A93E 61 0 NA 767 esophagus stage iiia t3 n1 m0 male 2012 no NA esophagus adenocarcinoma, nos NA r0 1 white NA 1 2 3 3 1 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 7.108896e-06 2.25404e-06 35.7400722021661 3.97111913357401 42.9602888086643 9.38628158844765 7.94223826714801 2.99799687 10.13976812 10.13085701 5.34479655 12.43606278 7.81535063 11.44201514 10.08453430 5.47409529 10.28901472 9.18781871 5.63430284 9.19553142 NA -1.52574568 9.53609371 1.64436393 12.65712296 5.26181286 3.17486977 0.79634856 12.05504411 12.71268766 1.28178726 8.91737566 8.50233816 8.64185053 4.15278374 4.72236219 1.05942450 14.24656634 9.50302906 15.08243054 8.08698752 9.92048164 8.47733167 12.49289322 -0.52553800 10.72768881 11.52389623 10.71223972 12.48172233 10.75026574 11.33396700 4.56189430 0.47446200 8.56322030 11.01867221 11.71950207 5.63430284 8.73181998 11.78029021 4.83198362 10.98470191 8.79886025 5.33241435 10.31481671 9.80814658 9.67716818 7.68388590 14.66356181 NA 10.02036204 11.06197535 5.41694780 9.14063834 11.09052154 5.47443280 10.08222490 11.95117840 13.01655722 8.93283895 10.50697050 -1.52574568 1.93387474 12.15259217 8.79410422 0.05935528 7.74589546 0.05935528 10.06455134 7.29779944 8.52700033 3.68388730 9.66685457 0.1109600 0.1499500 0.1499500 0.1008900 0.1284500 0.1526300 -0.2201000 1.1180000 0.0656560 -0.2033600 0.1234400 1.5106000 3.6569000 -0.2255200 -0.2175000 -0.2581700 -0.2581700 2.3397000 3.0683000 -0.1631900 -0.1888600 -0.2544300 -0.2013700 -0.2223100 0.4280500 -0.1238200 -0.1991200 0.0062481 0.0036076 0.1109600 0.1499500 0.1499500 0.1284500 -0.5010000 0.1656500 0.1407300 0.1407300 0.1407300 0.1526300 -0.2359400 -0.2201000 -0.2201000 -0.2537000 0.0690950 -0.2033600 -0.2033600 2.3669000 -0.3138900 -0.2370400 -0.2255200 -0.2581700 -0.2581700 0.1240200 0.1240200 0.1209300 0.1209300 -0.2681700 0.0931850 -0.1888600 -0.2544300 -0.2544300 -0.2544300 -0.2298200 -0.2223100 -0.3086200 -0.2649200 -0.3016900 0.4380000 -0.5488500 -0.4897400 -0.4897400 -0.2858200 -0.3503000 0.8014000 -0.6286500 0.6939100 -0.0624950 0.0000000 0.0000000 0.0000000 0.0000000 0.124 0.124 0.000 0.000 -0.189 -0.189 -0.254 -0.230 -0.222 -0.309 0.000 0.126 0.428 -0.199 -0.199 0.000 0.000 0.150 0.150 0.801 0.801 -0.698 0.000 0.101 0.101 0.141 0.141 -0.220 -0.220 1.175 0.921 0.000 -0.203 0.123 0.123 -0.218 -0.218 -0.258 -0.258 0.000 0.000 0.124 0.124 0.000 0.000 -0.189 -0.189 -0.254 -0.230 -0.222 -0.309 0.000 0.126 0.428 -0.199 -0.199 0.000 0.000 0.150 0.150 0.801 0.801 -0.698 0.000 0.101 0.101 0.141 0.141 -0.220 -0.220 1.175 0.921 0.000 -0.203 0.123 0.123 -0.218 -0.218 -0.258 -0.258 0.000 0.000 9.59207538 10.03667462 6.28178726 6.54052175 8.67041938 8.47019925 5.81428124 7.46311726 9.44453808 5.88382362 5.14685884 8.13442786 7.99603277 8.10560947 7.37227742 10.72798425 10.19456961 11.82191518 11.91789382 8.33241301 9.59304894 6.03667476 10.23556792 5.14685884 9.11918989 11.98889973 12.74121875 5.48565867 11.22250760 10.27330899 7.24261680 2.17488575 11.56355161 8.47019925 5.45320148 -1.52574568 11.37586483 9.67594363 8.36773362 3.90069295 8.41841219 8.60113675 9.95975842 10.33163569 10.49575921 11.24654057 0.47446200 13.47803796 8.81428220 11.21737317 9.19467635 9.03093827 4.14685884 5.24261775 12.09877075 8.88858893 0.05935528 6.19553068 9.85759648 12.837677 10.707752 11.442015 -1.525746 10.036675 14.627846 7.595966 9.332382 10.701747 14.810119 7.249220 12.116145 7.644357 11.445796 10.687536 7.849471 9.591426 11.933351 10.875264 11.609500 12.712688 10.207024 8.813169 7.428628 9.101966 10.632726 7.759834 10.027101 10.561563 9.393892 4.933865 12.207448 10.750266 NA 7.174872 16.633584 10.708950 13.226499 10.322664 12.275939 8.644357 12.624417 2.174886 15.017375 11.478126 9.272094 10.385075 10.361005 10.882762 11.813586 9.489847 10.095110 12.717096 9.803668 10.746479 1.796349 12.633988 5.174874 4.260507 12.436063 13.854780 9.831434 8.665492 11.171400 9.332382 12.443459 9.187819 13.390172 9.885413 10.822607 9.915644 9.063147 11.407938 7.759834 10.577392 0.474462 9.295409 10.330079 12.401655 11.006301 5.074347 10.078985 9.894919 7.212525 11.061975 5.416948 11.090522 4.174870 2.281787 10.506971 7.681446 9.892285 10.862988 11.362034 10.473728 8.891230 11.077827 TCGA-JY-A93F 58 0 NA 731 esophagus stage ib t2 n0 m0 female 2012 no NA esophagus squamous cell carcinoma NA r0 0 white NA 2 5 2 2 3 3 6 4 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 0 0 0 4 0 0 0 0 5.201631e-06 1.387102e-06 20 3.58974358974359 57.4358974358974 8.2051282051282 10.7692307692308 NA 9.8821328 10.1800745 NA 11.5611289 7.3389111 8.6273329 10.1845791 4.6871951 6.8839800 5.1486535 NA 7.5840417 NA NA 9.4002367 NA 11.8661479 1.6892097 0.2741722 NA 11.6593295 12.0567749 NA 10.1522370 3.6892209 9.3240347 12.5338529 -1.3107903 NA 13.6669955 10.3541154 10.4125262 9.9208349 5.9653479 8.5331759 12.2470463 14.2911105 9.8172179 12.3181590 11.1162746 12.8288549 11.1466045 11.4973834 -1.3107903 NA 3.4441104 10.4528510 11.2783972 3.7336147 8.5078057 12.3658078 -1.3107903 11.5394105 9.3155807 0.2741722 9.5810073 8.5626679 7.6892237 4.4171436 12.8960091 -1.3107903 6.1810767 10.5307880 10.9612702 8.7390721 12.5085046 NA 9.7499195 13.5817190 8.5078057 4.9371513 9.5323596 NA 4.5221123 11.3178970 9.5695725 NA 6.8029661 2.1486413 10.8143142 3.8591446 6.2816816 12.1212435 11.8438013 -0.04143100 -0.00678130 -0.01218700 -0.00152430 0.00028690 -0.00332430 -0.00622860 0.00708260 0.00041593 -0.00581400 -0.00387790 -0.00387790 0.63646000 0.63646000 0.63482000 0.01031100 0.05565800 -0.00221680 -0.01092200 0.01105800 0.01105800 -0.02767100 -0.00124730 0.00097064 0.02188400 -0.36601000 -0.36601000 0.04273200 0.03387600 -0.02890100 -0.04143100 -0.01218700 -0.00152430 0.00028690 -0.00055444 0.00069327 0.00069327 -0.00332430 -0.00332430 -0.00193990 -0.00622860 -0.00622860 -0.00075387 0.00041593 -0.00581400 -0.00871460 -0.00387790 -0.00387790 -1.29290000 0.63646000 0.00714240 0.00714240 0.00110930 0.00042890 0.00042890 0.00042890 -0.00221680 -0.01092200 0.01105800 -0.02767100 -0.02767100 -0.02767100 0.65590000 0.00485790 0.00958830 0.01181800 0.02188400 0.02188400 -0.36601000 -0.33837000 -0.33837000 -0.33837000 0.04273200 0.01070300 -0.32797000 -0.32797000 0.02553100 0.03045100 0.03045100 0.03045100 0.03045100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.366 -0.366 0.000 0.000 0.000 0.000 0.000 0.000 -0.328 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.636 0.636 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.366 -0.366 0.000 0.000 0.000 0.000 0.000 0.000 -0.328 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.636 0.636 0.000 0.000 0.000 0.000 5.9466116 8.5657407 4.3039341 2.1486413 7.2283829 7.8691330 2.2741722 9.7693749 9.3905301 6.1486555 5.5961152 7.4673007 10.8629008 7.4574080 3.6892209 13.5255206 10.8910627 11.8236500 11.2567045 8.8986770 7.5794879 3.2127872 9.2826147 1.0111378 8.5650343 10.0190199 11.1186304 5.8691336 13.1080988 12.0132635 8.8998949 0.6892097 14.6596441 7.8691330 2.5472030 -1.3107903 11.0713072 9.1363068 4.4441104 NA 4.5221123 2.0111378 9.1780680 4.8591496 11.6288028 10.9812577 5.9371513 12.4003528 10.2142550 10.9273298 11.1753045 10.4648340 4.5718649 10.1091838 12.8674216 7.4281265 NA 5.8691336 7.3545597 12.254326 10.086363 8.627333 NA 9.123852 8.686403 8.152748 9.449112 10.358995 11.202951 9.186077 11.649769 8.179072 6.717129 9.518946 9.023497 9.924041 11.471812 10.978828 11.857896 12.056775 9.646326 7.232256 4.148658 5.444110 5.869134 10.312191 11.164957 10.844991 8.669863 1.496565 12.638047 11.146605 NA 5.946612 16.578448 6.055545 15.000777 10.116536 11.408185 3.818503 12.802233 -1.310790 12.584767 11.472017 9.247644 4.937151 9.545914 8.138372 12.083016 4.181079 10.560359 13.018851 10.660408 10.535889 1.011138 13.084892 NA 1.2741722 11.5611289 14.6498098 10.4824205 6.4103224 10.3217645 9.4491119 11.5358893 5.1486535 13.0425083 6.7553122 8.5030048 10.0009719 9.7185110 12.7612725 10.3121906 9.9365579 NA 11.3620909 9.8152827 12.0952957 12.1076034 0.6892097 11.6872940 11.7926754 3.5472030 10.5307880 10.9612702 12.5085046 1.4965646 -1.3107903 9.5323596 6.5534097 10.5878250 11.1753045 11.5536033 10.3460954 9.0379518 10.4167187 TCGA-KH-A6WC 82 0 NA 191 esophagus stage ia t1 n0 m0 male 2013 yes 70 esophagus squamous cell carcinoma 50 NA NA white not hispanic or latino 2 6 NA NA 6 3 5 3 3 3 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 7 0 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6.137925e-06 1.317747e-06 5.99078341013825 17.5115207373272 70.0460829493088 4.14746543778802 2.30414746543779 -1.2834919 10.1056013 10.9611690 NA 12.2740912 7.1696134 9.1993158 10.3422167 5.7105227 5.8457911 7.8457911 NA 7.5206391 NA NA 8.4384958 0.7165081 12.4645728 NA 3.1759397 -1.2834919 12.8954061 13.5770129 1.3014706 10.1563387 5.0740601 9.6966475 14.6423388 0.7165081 1.3014706 14.5225036 10.0696546 13.2342430 7.3530965 7.1258990 8.7235350 11.6639621 14.5000689 10.6656050 12.4983788 10.8665724 12.4629172 11.0364621 10.8148690 1.7165081 1.8864331 6.3675598 10.8624400 12.1658280 1.8864331 8.6113255 13.9419412 2.4169478 12.2584514 8.5009956 1.0384362 10.3915828 9.2624376 8.4529096 4.2083612 14.0271916 NA 7.8406294 11.2951164 6.8814150 8.9903034 11.4579748 6.1511363 10.3052225 14.1046933 10.9721266 9.2720556 10.1433124 1.3014706 1.3014706 9.5991510 10.5052262 -1.2834919 3.4713956 -1.2834919 10.3995025 4.3889334 8.4797200 13.0831716 11.4899232 0.02034300 0.02034300 0.02034300 -0.00526100 -0.00526100 0.04840400 -0.02457700 0.06115700 0.06451100 0.06451100 -0.00097017 -0.00909650 0.06723200 0.06723200 0.06723200 0.07512800 0.07512800 0.69279000 -0.01243800 -0.00843850 -0.00843850 -0.06705600 0.08956100 -0.00013862 0.01845200 -0.07120500 -0.07120500 -0.00968060 0.01349200 0.02034300 0.02034300 0.02034300 -0.00526100 -0.00526100 0.04840400 0.04840400 0.04840400 0.04840400 0.04840400 -0.07447200 -0.01486800 -0.01367700 0.06115700 0.06451100 0.06451100 0.06451100 -0.00909650 -0.00909650 0.06723200 0.06723200 0.07512800 0.07512800 -0.01188700 0.00659040 -0.00678130 -0.00678130 -0.00748620 -0.01243800 -0.00843850 -0.06705600 -0.06705600 -0.06705600 0.08517200 0.00041593 0.00097064 -0.07240800 0.01845200 0.04868800 -0.07120500 -0.07120500 -0.07120500 -0.07120500 -0.00968060 -0.00360110 0.07527100 0.07988000 0.00000000 0.01349200 0.01349200 0.01349200 0.01349200 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.356753 8.029391 9.214360 2.416948 7.342217 7.451218 6.353133 7.204348 9.579145 7.312698 8.617375 6.200324 9.104525 7.378286 10.715803 11.810421 11.905724 10.670704 10.686973 12.360139 8.528412 4.416948 7.580694 NA 9.147661 9.992050 10.954913 4.388933 13.400444 11.690743 7.494585 4.108826 13.904208 7.451218 6.212204 NA 11.781082 6.809265 9.095886 2.523863 6.151136 11.973159 9.633880 8.690922 10.991177 10.791318 9.180032 12.889795 10.351773 12.545438 9.963842 9.053014 8.867524 8.933254 15.578721 7.178683 NA 2.301471 6.845791 12.6222709 10.3724857 9.1993158 NA 9.1258988 6.7986571 6.3458647 9.4204114 10.2153571 12.3350081 6.5557119 10.5631735 7.5493981 4.1759397 9.4486753 9.6786809 8.2634021 12.0908681 11.7714309 14.1711606 13.5770129 9.6575555 7.5366870 6.0652362 7.1088255 9.9862189 9.6815707 12.0795475 11.0237086 8.8066202 4.7388759 12.9241323 11.0364621 1.0384362 8.8367456 15.7304137 9.3720386 13.6028236 9.9386989 12.9959733 6.5174080 13.5399248 -1.2834919 13.5325780 11.5086881 8.9429200 11.1243067 10.2485812 9.3458645 12.3782859 7.0652362 10.0434990 12.9494331 10.3417601 11.1090936 0.3014706 12.3835085 NA 2.623399 12.274091 13.279466 9.110971 6.793324 11.008542 9.420411 13.042516 7.845791 11.520034 7.457975 6.286364 9.790549 8.593025 11.899678 9.681571 10.084469 1.886433 11.110971 9.817827 13.322566 11.129342 5.301471 12.051340 12.739136 3.175940 11.295116 6.881415 11.457975 3.240070 -1.283492 10.143312 5.255667 10.487172 9.840629 11.230729 10.081190 7.868793 10.364865 TCGA-L5-A43C 81 0 NA 96 esophagus NA NA NA NA male 2009 no NA esophagus adenocarcinoma, nos 78 r0 12 white NA 2 6 3 1 1 1 1 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 4.750823e-06 1.179036e-06 36.2068965517241 4.02298850574713 41.3793103448276 12.6436781609195 5.74712643678161 -1.3462979 9.4153461 9.7603577 4.5364384 11.6932279 6.7663381 10.3359115 9.2638969 6.1573025 11.3171305 7.9734666 -0.3461145 7.7933464 NA NA 10.4646315 0.9757035 13.2513696 -0.3461145 7.6195788 NA 11.6815280 10.4735748 NA 9.9813474 9.0146418 9.1822488 4.3085720 -1.3462979 6.8436196 14.0304968 9.4228061 14.2600389 8.2680998 10.3658919 7.2976509 11.4771620 0.9757035 9.3559675 11.7130496 10.4663732 12.3416079 11.1724479 11.6027095 5.4611487 1.6537938 10.7225731 10.3155729 11.5081898 5.4482105 9.0737549 11.4319068 2.9757219 11.7460564 8.1035627 3.2387563 9.4514563 8.8460877 10.0732283 7.2574208 13.6038950 NA 8.6253384 11.2497515 5.4739752 8.8212131 11.2926832 4.0461156 9.8368099 11.9601413 12.5435839 7.9088231 10.2795630 -0.3461145 4.6079931 12.0180663 10.9663941 NA 7.0157384 -1.3462979 9.9958695 6.6721057 7.7036434 3.2976463 9.5236739 0.0000000 0.0000000 0.0000000 0.0216030 0.0421660 -0.0645560 -0.1745400 0.1402800 -0.1816900 -0.1786600 0.2266900 0.2266900 0.2073300 0.2073300 3.4748000 -0.1843300 0.1919300 -0.1010500 -0.1010500 0.0666580 0.0666580 0.2163700 0.1887400 0.2064500 0.0000000 0.2068700 0.7840800 0.1361300 0.0076392 0.0000000 0.0000000 0.0000000 -0.3617000 0.0143300 0.0231450 -0.0645560 -0.0645560 -0.0645560 -0.0645560 -0.1745400 -0.1745400 -0.1561800 0.1402800 -0.1816900 -0.1816900 -0.1817800 -0.1804300 -0.1804300 0.2073300 0.2073300 -0.1843300 -0.1843300 0.3031400 0.5825600 -0.1917400 -0.1917400 -0.1981200 -0.1858400 0.0666580 0.2163700 0.2163700 0.2163700 0.1887400 0.2058000 -0.2135400 -0.6369900 0.0000000 0.0000000 0.2055900 -0.1859700 -0.1954400 -0.1829500 0.1361300 0.1926900 -0.1957500 -0.1957500 -0.2321400 0.0135640 0.0135640 0.0076392 0.0076392 0.391 -0.192 -0.186 -0.186 0.000 0.000 0.216 0.189 0.206 -0.214 -0.214 0.000 0.000 -0.186 -0.186 0.136 0.136 0.000 0.000 0.193 0.193 -0.196 -0.227 0.000 0.000 0.000 0.000 -0.175 -0.175 0.000 0.000 -0.182 -0.182 0.227 0.227 0.207 0.207 -0.184 0.008 0.000 0.000 0.391 -0.192 -0.186 -0.186 0.000 0.000 0.216 0.189 0.206 -0.214 -0.214 0.000 0.000 -0.186 -0.186 0.136 0.136 0.000 0.000 0.193 0.193 -0.196 -0.227 0.000 0.000 0.000 0.000 -0.175 -0.175 0.000 0.000 -0.182 -0.182 0.227 0.227 0.207 0.207 -0.184 0.008 0.000 0.000 10.9040932 9.3402952 5.6537938 8.2443819 8.1615894 8.6747749 6.1773557 6.7882211 9.1694946 5.4219806 5.6981879 7.2006897 9.9695104 8.3420449 8.2122157 11.4490227 9.3548499 11.5525851 11.1360986 7.7984530 7.2687254 5.9666773 9.3825657 6.0631858 8.2629734 10.6314325 12.1011364 9.9858313 11.5497922 11.1371067 7.7649306 2.3542265 8.6803184 8.6747749 5.5646464 -0.3461145 11.0288342 11.0512020 7.6310744 2.8237290 6.2517721 7.0967383 9.8324597 9.6747747 10.1521454 10.9255496 NA 12.7951835 8.1987593 11.2208001 8.8009998 9.6975056 4.2083846 7.6021621 11.5578649 8.1632929 NA 9.4392472 10.2150828 11.8950332 10.2602000 10.3359115 -1.3462979 8.9745953 10.8568368 8.9449656 9.6462376 10.1034593 11.3032755 7.2122152 10.7029627 7.7117867 12.6706901 10.7395991 7.8035422 9.0047340 10.4445505 9.4538048 10.2509162 10.4735748 10.2040606 8.2045418 9.9535752 9.2103009 7.3646013 8.3646013 11.3204626 11.1741679 9.0255715 3.2387563 11.5533405 11.1724479 NA 8.9472664 16.8952426 8.5303119 14.0354391 9.2026168 13.0341882 8.0800596 11.5874854 2.6537938 12.4160699 11.0594681 8.5349086 9.6601209 9.9473009 10.8835149 12.4656712 10.1763763 9.8199579 13.3001757 9.7746807 10.2236504 0.2387869 12.9768495 -1.3462979 2.678816 11.693228 13.889207 9.597042 8.485102 12.148150 9.646238 10.488266 7.973467 12.523774 10.567432 9.677549 10.353575 9.230185 11.758230 8.364601 9.320019 1.653794 9.534909 10.478754 11.888013 10.829344 4.486682 10.495135 11.570607 7.706363 11.249751 5.473975 11.292683 6.828720 6.833704 10.279563 7.706363 9.753800 10.852547 10.159606 10.138618 9.116297 10.613072 TCGA-L5-A43E 74 0 NA 920 esophagus stage i t1 n0 m0 male 2011 no NA esophagus adenocarcinoma, nos 15 r0 0 white NA 2 2 1 1 1 1 1 1 1 1 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 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 5.617762e-06 1.664522e-06 35.981308411215 2.80373831775701 21.4953271028037 30.8411214953271 8.8785046728972 NA 10.34515051 8.69179725 6.94543564 11.88367866 7.71335489 10.40000416 9.79206567 5.42851763 7.95360981 8.99478929 1.65594710 7.71722538 NA NA 10.08422402 1.65594710 12.75028314 NA 4.69545938 NA 12.03590899 12.48890692 0.48604499 8.83362541 6.24755540 9.35636877 0.07093882 -0.51395501 2.29337048 14.06151373 8.93721520 15.84331091 7.20693230 7.54670003 8.45756187 14.11834609 -1.51416103 10.20110807 12.07310996 10.67397461 12.80884760 10.66653479 12.60648491 2.94543915 -0.51395501 7.92687296 10.57114444 12.18756067 2.80793188 10.00367335 11.53153333 1.07093882 10.62970614 9.48519374 -1.51416103 9.33619076 9.13166253 8.11171263 4.63574859 13.96710968 NA 7.72201853 10.75132605 1.29337048 8.66466878 11.83348698 1.94542043 10.46041863 11.99763315 10.23293819 5.84355680 11.24942804 NA 3.39289439 11.81762078 10.07518697 NA 6.46328404 -1.51416103 11.26161432 3.39289439 8.95869480 3.12985998 10.26304556 0.03247100 0.00000000 0.00000000 0.00018643 -0.01032300 0.96562000 -0.02735100 -0.42556000 0.15439000 0.16946000 0.41134000 0.40366000 1.40940000 1.40940000 1.46710000 -0.01500600 -0.01500600 -0.02420300 -0.02420300 -0.21189000 -0.14000000 0.79052000 0.38012000 -0.05412100 0.46184000 -0.48088000 0.39336000 -0.28702000 0.11028000 0.03247100 0.00000000 0.00000000 -0.01032300 -0.00355340 -0.13725000 -0.13725000 -0.13725000 -0.13454000 1.86920000 -0.02735100 -0.02735100 -0.03208700 -0.46575000 -0.77682000 0.15439000 0.12732000 -0.03798700 0.39933000 1.40940000 1.40940000 -0.01500600 -0.01500600 0.00171210 -0.01390500 -0.01390500 0.00032507 0.00211090 -0.02420300 -0.11922000 0.80954000 0.79052000 0.79052000 0.38987000 -0.05585700 0.03148500 -0.01605800 -0.43677000 0.46184000 -0.48088000 0.39336000 0.39336000 -0.04206300 -0.25221000 0.40516000 -0.47318000 -0.47318000 0.42912000 0.09832000 0.11028000 0.11028000 0.11028000 0.000 0.000 0.000 0.000 -0.119 -0.119 0.791 0.390 0.000 0.000 0.000 -0.437 0.025 -0.439 0.393 -0.287 -0.287 0.000 0.000 0.405 0.405 -0.473 0.429 0.000 0.000 -0.135 -0.135 0.000 0.000 -0.466 -0.466 0.154 0.154 0.411 0.411 1.409 1.409 0.000 0.000 -1.293 -1.183 0.000 0.000 0.000 0.000 -0.119 -0.119 0.791 0.390 0.000 0.000 0.000 -0.437 0.025 -0.439 0.393 -0.287 -0.287 0.000 0.000 0.405 0.405 -0.473 0.429 0.000 0.000 -0.135 -0.135 0.000 0.000 -0.466 -0.466 0.154 0.154 0.411 0.411 1.409 1.409 0.000 0.000 -1.293 -1.183 7.957679 10.786357 1.945420 2.070973 7.880467 8.398893 4.463282 7.607537 9.001704 5.724407 2.186437 7.312553 9.137953 9.417480 9.729178 11.372272 11.372026 12.556377 11.669950 8.137056 9.195019 7.133463 7.535852 2.573471 9.504204 11.031210 11.775302 5.463282 11.592690 9.907543 7.874021 1.945420 9.008585 8.398893 5.847859 2.293370 12.009566 10.255015 4.807932 1.070939 4.825852 5.343983 9.858869 6.318893 10.825576 10.936958 -1.514161 12.211051 8.773716 13.066321 8.513910 9.890081 4.594531 6.541287 12.161300 8.211984 9.051106 6.404867 10.916718 12.446730 10.082660 10.400004 NA 10.039153 8.779476 7.576116 10.079834 10.113994 12.159976 6.434371 10.789785 8.201966 13.264235 9.659681 6.856692 9.723214 11.698500 10.564592 11.542134 12.488907 10.494082 9.657806 4.267364 6.969819 11.427052 8.069087 10.570480 10.086382 8.809419 3.186437 11.781342 10.666535 NA 6.254188 16.268843 8.681991 13.387012 9.868088 14.778038 8.371700 10.887150 0.486045 12.358056 11.686596 8.926873 9.431448 10.959296 9.209665 11.885148 8.262437 9.923756 12.613766 9.615287 10.549736 0.486045 12.594447 NA 1.34794907 11.88367866 14.25175190 10.64429813 6.46328404 10.85560139 10.07983395 11.38271485 8.99478929 14.75551427 8.09887271 7.61270856 10.53367664 10.00898766 11.33580005 8.06908666 9.77371633 -0.51395501 9.50975838 10.93412030 12.22515172 11.53806256 4.97785689 11.28710609 8.84575348 5.20024931 10.75132605 1.29337048 11.83348698 0.07093882 -1.51416103 11.24942804 7.01348124 9.67768018 11.11627117 11.02831042 11.19206832 9.48952186 10.96830780 TCGA-L5-A43H 75 1 9 NA esophagus stage iii t3 n1 m0 male 2011 no NA esophagus squamous cell carcinoma 102 r1 2 white NA 3 4 3 4 4 3 5 3 3 3 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 3.537109e-06 8.669386e-07 16.9230769230769 4.61538461538462 47.6923076923077 16.9230769230769 13.8461538461538 1.8215470 9.6110846 10.4936816 -0.1783714 12.0525721 7.8719077 9.7892527 9.3780570 4.7316449 9.4014954 3.9914720 2.9914810 7.2365883 -0.1783714 4.9090146 9.9837786 6.7204043 13.0434416 1.0439744 4.8804455 0.5585615 11.7059759 12.5546369 2.5585126 9.4509075 4.9780537 9.6502163 6.0074175 6.2422138 1.6960383 14.1005085 9.0968996 14.5428826 8.6832996 7.6502167 8.4165100 14.1684109 9.7902177 11.2826893 11.7626499 12.1945066 12.8381851 11.6393341 12.0673017 4.2365921 6.4654064 7.5786633 11.0016673 11.8308640 4.1434751 9.0781527 13.3456555 4.1907887 12.3736596 9.7929794 5.7601491 9.7635766 10.8494569 9.6449182 6.7082631 13.7200264 1.0439744 8.9973085 10.1743300 6.9712975 8.7689736 11.5144569 6.4892539 9.6192125 12.5532942 11.3441324 9.4773798 10.9014823 2.0439394 3.4845120 10.3983502 8.4868869 NA 4.0439394 -1.7631707 10.1397171 6.2645496 8.1658466 12.0902878 10.5527087 -0.3301700 0.4811300 0.4727100 0.0827410 -0.1899900 0.9808000 -0.0842620 0.2016700 -0.0784110 -0.0784110 0.2291600 0.2291600 0.1646000 0.1646000 0.1646000 0.3466500 0.0602220 -0.2628800 3.6569000 0.6489100 -0.0467180 0.0000000 -0.1631900 -0.1145600 0.1801100 -0.2115600 -0.2115600 0.0265140 0.0293250 -0.3301700 -0.3301700 0.4727100 -0.7609800 -0.1936200 -0.3449200 -0.3449200 -0.3449200 -0.3493900 1.2223000 -0.0842620 0.1197600 0.1197600 0.2263800 -0.2099800 -0.0784110 -0.0784110 0.2291600 0.2291600 0.1646000 0.1646000 -0.4154200 -0.9038800 -0.1583500 -0.1835000 -0.1506700 -0.1621700 -0.2628800 -0.2253900 -0.0467180 0.0000000 0.0000000 0.0000000 -0.1631900 -0.1106400 0.1405800 0.1405800 0.1801100 0.2509000 -0.2115600 -0.2115600 -0.2115600 -0.2115600 0.0265140 0.2421800 -0.3292500 -0.3292500 0.0785820 0.0099456 0.0022193 0.0022193 0.0022193 -0.162 -0.162 -0.263 -0.263 0.649 0.000 0.000 -0.163 -0.115 0.141 0.141 0.180 0.180 -0.212 -0.212 0.000 0.000 -0.330 0.143 0.242 0.242 -0.329 0.000 0.000 -0.190 0.636 0.981 0.000 0.120 0.202 0.202 0.000 0.000 0.229 0.229 0.165 0.165 0.000 0.000 0.000 0.000 -0.162 -0.162 -0.263 -0.263 0.649 0.000 0.000 -0.163 -0.115 0.141 0.141 0.180 0.180 -0.212 -0.212 0.000 0.000 -0.330 0.143 0.242 0.242 -0.329 0.000 0.000 -0.190 0.636 0.981 0.000 0.120 0.202 0.202 0.000 0.000 0.229 0.229 0.165 0.165 0.000 0.000 0.000 0.000 8.2631119 9.4654070 1.5585126 3.8215470 8.3529324 7.3964601 6.0883367 6.0820788 9.5775512 5.1434791 8.8695837 7.9898049 9.5103840 8.4140078 9.5935906 13.3852239 9.4906722 10.6957639 9.5098013 8.2295269 8.4331047 5.3658710 7.3267009 0.8215470 8.9300841 10.4002381 11.3477241 9.5132945 12.0335061 11.3433149 8.3722979 6.0694788 10.8422994 7.3964601 4.2669214 0.2365845 11.4051039 9.3780570 10.3117332 0.5585615 5.6374682 6.5985320 8.9593960 8.5138760 10.5952397 10.9812121 0.8215470 12.3737397 8.8187304 10.0277514 9.1276126 10.7942914 6.0694788 7.2755072 12.9028679 8.0814669 NA 3.7284430 8.7294430 12.4980223 10.3451129 9.7892527 -1.7631707 10.2530485 10.6618044 8.1864154 9.6565486 10.3992945 14.4331137 7.6459797 10.8593267 8.1298899 8.9169480 10.7219146 9.2952567 9.1069531 12.0950552 12.5543345 11.6188071 12.5546369 11.1902393 7.8677655 4.8064426 6.7562240 8.8750244 9.4344195 10.0976753 11.4384060 8.4052606 4.8947984 11.8258884 11.6393341 2.4845249 6.4214640 17.0661473 7.7123220 14.2983604 9.3645827 11.6494229 6.6712169 11.4205339 2.4845249 13.6937342 11.4030654 9.3046949 11.3480502 9.3107700 10.1138725 11.8127184 8.1314063 11.0597566 11.9556210 10.5045455 10.4681096 2.2365845 12.6803738 -0.1783714 4.283166 12.052572 14.440270 10.420534 8.709279 12.030293 9.656549 10.991685 3.991472 13.264235 9.872307 9.132164 10.123695 8.243616 11.851183 9.434420 10.516489 6.465406 10.398350 10.150974 12.271817 10.438100 6.381247 11.320234 10.906581 6.371015 10.174330 6.971298 11.514457 3.521993 5.406513 10.901482 8.211003 10.373259 11.290005 10.794770 10.755242 9.280299 10.766751 TCGA-L5-A43I 77 1 556 NA esophagus stage iiia t3 n1 mx male 2011 yes NA esophagus adenocarcinoma, nos 45 r1 2 white NA 1 1 1 3 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 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6.415345e-06 2.150008e-06 32 2.8 32.4 19.2 13.6 -0.32391317 10.68270944 10.95692039 6.63034577 12.53536080 6.67629985 10.97115315 9.89813941 6.22139765 7.00706652 8.52581519 1.89855665 8.66104267 NA NA 9.67343258 -0.90887567 13.24109573 -0.32391317 2.33910887 NA 12.74911957 13.48212853 -0.32391317 9.04973993 4.22046926 8.13831123 0.09112433 4.98600583 5.69109861 13.55828312 9.25042776 13.50621314 9.56729540 7.22047023 8.40634789 13.15462431 0.41316078 11.16933791 13.10057179 11.05751228 12.71094857 11.65008607 13.23684066 1.67613198 1.79164740 7.33911422 10.58854000 12.53679366 2.09119205 10.14443417 11.62169463 4.13558412 11.07507135 7.84837694 -0.90887567 10.62791995 9.45532167 8.62354318 6.64960827 14.21304434 1.41310660 9.56540011 11.28993905 0.41316078 9.57147242 13.03393066 1.26110953 10.17300335 12.08137971 9.48189346 5.55879416 10.59609544 NA 0.89855665 12.72860442 10.18526472 NA 7.43991564 1.55060520 10.24979682 4.86109187 4.87254807 3.44874240 9.39043511 -0.0450930 -0.0518560 0.0465590 0.0164090 0.1571100 -0.0158790 0.1595000 0.4158000 0.0000000 -0.0092666 2.2053000 0.3652600 3.6569000 2.0778000 0.6747400 1.4160000 0.0189430 0.5746900 0.9805900 0.0193630 0.0193630 0.0457080 -0.0824020 -0.1876000 0.5763000 -0.4408500 1.3792000 0.0298880 0.5841700 -0.0450930 -0.0160170 0.2194500 0.3512000 0.1571100 0.0338310 -0.0089906 -0.4317800 -0.0487480 -0.4464200 0.1595000 -0.8775100 -0.8739300 0.1605500 0.0000000 0.0000000 -0.0092666 -1.0103000 -0.8802300 -0.2396000 -0.6847800 -0.4706700 -0.4706700 0.3829400 0.3829400 0.0533790 -0.0221950 -0.0487480 -0.0138150 -0.2108100 -0.0536110 1.6268000 0.0457080 -0.1397500 -0.4499700 -0.2126800 -0.2126800 -0.4506100 0.6340800 -0.4408500 -1.2929000 -0.4333300 -0.4396200 -0.0790770 0.0994820 -0.8754100 -0.0299940 -0.3774100 -0.2929600 -0.2929600 0.4255300 -0.3100300 0.330 0.000 0.000 0.000 0.000 0.000 0.328 -0.140 -0.188 -0.213 -0.213 0.126 0.576 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 0.000 -0.463 -0.340 0.000 0.000 0.000 0.000 0.160 0.000 0.390 0.000 0.000 0.000 0.000 0.000 0.675 0.675 -0.468 -0.399 -0.337 -0.337 0.330 0.000 0.000 0.000 0.000 0.000 0.328 -0.140 -0.188 -0.213 -0.213 0.126 0.576 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 0.000 -0.463 -0.340 0.000 0.000 0.000 0.000 0.160 0.000 0.390 0.000 0.000 0.000 0.000 0.000 0.675 0.675 -0.468 -0.399 -0.337 -0.337 9.29024583 9.90296308 1.41310660 2.61475695 6.10241458 8.38350861 4.77768798 6.41311507 9.85605866 5.77066786 1.99808716 7.82758914 9.49579648 8.84273124 9.75251981 11.03351833 10.77349266 12.79687348 12.17690849 9.67614961 10.35737045 7.00407661 6.77418219 3.30063627 8.98118537 11.96895052 12.08235458 6.37658906 11.60592332 10.45258267 7.43326161 -0.90887567 6.60688634 8.38350861 5.21985001 -0.32391317 12.20769352 9.63131513 4.51745208 0.09112433 4.22046926 6.47920469 10.18856091 5.91136562 10.50296284 10.73954470 -1.90887567 11.15390785 8.45422690 12.08633593 8.66767148 8.98372985 3.33910887 4.53413010 12.46173829 9.35385741 7.55061905 5.79162656 10.62183723 12.93461749 10.37918794 10.97115315 NA 10.18559478 11.28116607 7.99054422 9.69295787 11.05624983 12.83812122 7.30307566 11.29162595 8.38350861 14.38622058 9.98562594 7.62451694 9.56590710 11.76206460 13.15571011 13.10162779 13.48212853 11.09698707 8.87663942 4.04538181 7.08554044 11.64793262 8.12598630 10.62524674 7.01599926 9.58903892 1.26110953 12.29514679 11.65008607 NA 7.27606204 16.55183104 8.36847460 13.46064812 10.12701711 14.03685953 10.28162906 11.47812734 1.26110953 13.38858667 11.88570449 9.91176497 10.62354299 10.95758317 10.86185102 12.39560972 8.48457763 9.95769337 12.00676682 10.03150065 10.90155788 3.33910887 12.99214821 0.09112433 0.9149472 12.5353608 16.5199904 9.2785391 5.8856036 11.9677040 9.6929579 12.4144530 8.5258152 7.9177355 7.2409344 5.2810120 10.3550431 9.0344345 10.7942254 8.1259863 9.4052038 1.7916474 9.2204700 10.8163403 12.6586085 12.5215743 4.8593733 10.2978963 9.2698521 5.7422380 11.2899390 0.4131608 13.0339307 1.7916474 NA 10.5960954 6.1079954 10.4136786 12.4252508 12.2941527 10.9524679 9.1911922 11.2859439 TCGA-L5-A43J 90 1 131 NA esophagus stage iib t3 n0 mx male 2011 NA NA esophagus squamous cell carcinoma 54 rx 0 white NA 3 5 4 5 3 3 6 3 2 3 0 4 0 0 0 0 4 4 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 4 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 0 0 6 4 0 1 0 0 0 0 0 0 6 0 0 0 4 0 4 0 0 0 0 0 0 0 0 4 0 7 4 6 0 0 0 0 6 4 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 6 0 0 0 0 0 4 0 4 4 0 0 7 0 0 4 0 0 6 0 0 0 4 0 0 0 6 4 1 2 0 1.789361e-05 6.137925e-06 42.8368794326241 1.27659574468085 29.5035460992908 19.7163120567376 6.66666666666667 -0.7004037 10.4116739 9.2302977 -1.7004037 11.1871617 7.5879650 10.0185126 8.9506119 4.5474868 9.9307373 2.9434150 -0.7004037 8.4146041 NA NA 9.3170578 -1.7004037 12.5543003 -1.7004037 2.5474992 NA 11.3006165 10.9591103 0.6215244 9.2435401 4.7089487 8.2995602 5.8845222 4.0000000 -0.1154412 15.0786127 9.1637465 13.7915399 8.7161785 7.1419109 7.7487712 14.4325821 6.8541490 10.3201930 11.9181729 11.1057071 13.1166938 11.0336348 12.8596542 2.9434150 -1.7004037 1.4694693 10.5590093 11.8096259 6.5756845 9.0051928 12.9045767 2.9434150 11.9394662 8.6539861 5.5090149 9.2176781 10.2718221 8.7884045 5.6394116 13.9572137 NA 8.3936380 10.8336200 6.3817091 8.9711015 11.0962083 6.6789381 8.5964764 14.0319927 11.2900188 10.2541202 11.1112360 NA 4.5283775 10.6838044 10.8847576 NA 6.2595625 NA 10.2875349 6.3279083 7.4262648 7.4288434 9.6075010 -0.0098185 -0.0098185 -0.0018954 0.2582400 0.2980300 0.4563200 0.4429100 2.3223000 -0.4745900 0.0041632 0.4424000 0.0000000 -0.5341900 -0.4974600 2.0206000 0.2075900 0.4001100 -0.0532570 0.3938000 0.4036100 0.4686100 0.0406090 0.9206700 -0.0249350 -0.0063668 0.3903100 -0.0436020 -0.9337800 0.3644400 -0.4573600 -0.0098185 -0.0018954 0.3129000 0.2980300 -0.4750100 -0.4863800 -0.4863800 0.4563200 1.3743000 0.4490100 -0.9207700 -0.4549000 -0.4507200 -0.4794400 0.0041632 -0.5010000 0.8542300 0.4012700 -0.5341900 -0.4974600 0.2741100 -1.2929000 -0.4807100 -0.4807100 0.1781500 -0.3151700 -0.5362200 -0.0572500 -0.0156040 -0.0554990 -0.0554990 -0.0554990 0.5868600 -0.0249350 -0.0282180 0.4183100 0.4466400 -0.0357210 0.3903100 -0.0528010 -0.0528010 -0.0528010 0.4334400 0.8161000 -0.4818700 -0.4818700 0.4400300 -0.4651500 -0.2369200 0.3848500 0.3665200 -0.330 0.151 0.000 0.000 0.386 0.000 0.000 0.587 0.000 0.000 0.379 0.447 0.000 0.390 0.000 0.000 -0.469 0.000 0.000 0.835 0.835 -0.482 0.440 0.298 0.298 0.899 1.374 0.449 -0.449 2.093 0.000 -0.434 0.000 0.442 0.442 1.162 1.659 0.000 0.000 0.214 0.214 -0.330 0.151 0.000 0.000 0.386 0.000 0.000 0.587 0.000 0.000 0.379 0.447 0.000 0.390 0.000 0.000 -0.469 0.000 0.000 0.835 0.835 -0.482 0.440 0.298 0.298 0.899 1.374 0.449 -0.449 2.093 0.000 -0.434 0.000 0.442 0.442 1.162 1.659 0.000 0.000 0.214 0.214 7.7025724 9.8127944 6.9325549 6.5041309 7.0342696 7.0776372 3.8231175 7.6918775 9.2960338 6.3274664 8.2768400 6.8957498 10.3942978 9.9546437 10.6416350 12.3079889 8.8011088 10.3936380 10.9843089 8.1652934 9.0139261 5.3439549 8.6527070 -1.7004037 8.3494086 11.9105851 13.0168083 11.4783807 12.7278753 10.2210294 9.3696813 0.6215244 9.1791435 7.0776372 3.9540567 -0.7004037 11.3972633 9.0077819 7.9947884 1.7589853 5.1069136 6.0000000 9.3309169 9.2072020 11.7652542 11.0656750 1.6214776 12.9132347 9.6647891 10.6039116 8.5628293 9.5259725 0.6215244 1.6214776 12.4727689 8.2477813 NA 4.2995597 10.5409477 12.4483546 10.2486575 10.0185126 -1.7004037 9.2981508 11.6241628 7.8250809 9.4204138 10.9161091 13.6559724 5.6033415 12.0188422 8.3274664 9.2435401 9.6237409 8.8892113 9.3790452 11.9870453 14.5332425 11.3683386 10.9591103 10.6296368 6.7994060 6.6527073 6.9541963 8.3710225 9.5463009 9.7174129 12.7725684 9.7110712 3.1069178 12.6304072 11.0336348 3.4694823 6.1197400 17.6700326 9.2154396 13.8605200 10.4660372 11.7587357 3.1069178 11.7752937 0.8845588 12.8804495 11.3203667 9.8358076 8.6516035 9.1294257 9.4371919 12.5951140 3.0000000 9.7189938 12.4294784 9.6811033 10.8384767 2.8845198 13.1975948 4.1324535 2.572332 11.187162 15.445229 9.796913 6.006920 11.546301 9.420414 12.290639 2.943415 14.353020 8.855108 11.568248 10.674328 9.182173 11.033211 9.546301 9.591307 -1.700404 9.829967 9.385697 11.921955 11.511449 4.027481 9.954196 8.912429 6.054447 10.833620 6.381709 11.096208 7.285402 4.080922 11.111236 7.777318 10.126506 11.820302 10.975517 9.938449 8.933464 9.701506 TCGA-L5-A43M 84 0 NA 272 esophagus NA t3 n2 mx female 2009 no NA esophagus adenocarcinoma, nos NA rx 4 NA NA 1 7 1 1 1 1 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.768555e-06 6.935508e-07 21.1267605633803 11.2676056338028 50.7042253521127 9.85915492957746 7.04225352112676 NA 9.8412731 10.3875603 6.5489667 11.4975973 7.7001546 11.3330295 9.2650721 5.7634912 9.5402139 9.2615266 2.2728294 8.1183322 2.7964109 -1.7273795 9.9007633 1.2728593 12.3322692 -0.1422578 4.1308238 6.3496572 12.2111351 12.7782193 3.4021218 9.8834055 6.7157849 9.1112580 3.1974094 NA 1.9732806 13.3798137 9.5657386 14.1388303 6.9478461 8.7656965 8.7054046 13.3836514 -1.7273795 10.4225891 12.7719634 11.0848186 12.4109537 11.6444825 11.6505947 3.7646965 1.2728593 8.4822953 10.7214745 11.7806502 5.5489667 8.7826169 11.7331404 3.4427710 11.1368345 9.0374564 4.0277291 9.2657803 9.0550210 8.6554660 5.9732806 14.5940654 NA 7.8634287 10.9726313 5.1554861 9.0067048 10.8066583 3.5582431 10.7038171 10.0239675 11.1177438 8.3969631 10.5623738 -0.7271407 3.4021218 12.0982977 10.0640048 0.8261925 8.6391641 NA 10.7412114 6.0542016 8.6115782 3.4021218 10.0644687 -0.20124000 0.08927200 0.08927200 0.16145000 0.00000000 0.09653700 -0.17474000 0.10541000 0.07815000 -0.48102000 0.05822400 0.05822400 0.08276500 0.08579900 -0.01725400 -0.47427000 -0.17398000 0.27609000 0.27609000 -0.48628000 3.65690000 0.10599000 0.09652500 0.80131000 -0.00871460 0.37397000 0.37397000 0.03481800 -0.49809000 -0.51321000 -0.18923000 0.08927200 0.01421900 0.00000000 -0.19212000 -0.48925000 -0.48925000 0.10512000 0.09653700 -0.17474000 -0.17474000 -0.17702000 0.10089000 0.09159000 -0.48102000 -0.49246000 0.05822400 0.02651400 0.08276500 0.08579900 -0.47427000 -0.47427000 -0.48365000 0.09768800 0.09768800 -0.14129000 -0.22108000 0.35447000 -0.35586000 -0.21293000 0.10599000 0.10599000 -0.47976000 -0.18660000 -0.62274000 -0.48628000 0.01600600 0.00013863 0.37397000 -0.47934000 -0.47934000 -0.47934000 -0.53997000 -0.48102000 -0.46259000 -0.48355000 0.06350900 0.09101000 1.40750000 -0.48733000 -0.48596000 -0.484 0.000 0.276 0.276 -0.486 -0.486 0.106 -0.480 -0.187 0.000 -0.486 0.000 0.000 0.374 -0.105 0.000 0.000 -0.189 -0.189 -0.481 -0.481 -0.463 0.000 0.000 0.000 -0.481 0.000 -0.175 -0.175 0.102 0.102 -0.477 -0.477 0.000 0.000 -0.449 -0.449 -0.474 -0.174 0.000 0.000 -0.484 0.000 0.276 0.276 -0.486 -0.486 0.106 -0.480 -0.187 0.000 -0.486 0.000 0.000 0.374 -0.105 0.000 0.000 -0.189 -0.189 -0.481 -0.481 -0.463 0.000 0.000 0.000 -0.481 0.000 -0.175 -0.175 0.102 0.102 -0.477 -0.477 0.000 0.000 -0.449 -0.449 -0.474 -0.174 0.000 0.000 9.2451037 9.9439407 -0.1422578 2.5207742 6.9238932 9.7821222 6.8502706 7.5278703 8.8512146 6.0607435 5.7646938 7.3172362 9.1706875 9.8182891 10.1470549 11.8926034 10.8870894 13.3897950 12.6206709 9.2284919 8.9439407 6.3549916 7.3496572 3.8274329 8.6037587 13.0534330 12.6045287 7.2094797 11.4276363 10.8054414 6.5628606 4.7806356 11.4055023 9.7821222 6.9222775 1.4427578 11.8156320 9.8773952 9.6221232 2.5947635 5.5857257 6.5811810 9.5160159 8.6906943 10.6721199 10.4595752 NA 11.9071992 8.5547719 11.8385391 8.7954235 9.4001914 4.5396303 8.8502706 12.7856441 8.6557468 NA 6.7845943 11.1177438 13.0908249 9.9758803 11.3330295 -0.7271407 9.3436337 12.5819630 7.7924780 10.2226029 10.2397078 12.6450268 8.1401206 11.8234685 8.2515525 14.7147972 10.7442631 7.3145008 9.4072682 12.0396814 9.7971828 12.9606550 12.7782193 10.4589562 8.4786354 4.7646965 7.4046988 11.4754250 8.3629542 10.0814039 11.5808965 8.9470343 2.1797340 12.0004433 11.6444825 NA 7.7865696 17.0026645 9.3226905 14.3692071 9.7761708 14.4012391 5.3496590 11.0767712 0.5947396 12.6982513 11.4469874 9.4932202 11.3885359 11.3343583 10.7315049 12.2812706 8.5823181 10.8291085 12.8508342 10.1128330 11.5898305 3.3172317 12.5322910 NA 2.691043 11.497597 14.125044 9.863429 6.980201 10.922996 10.222603 11.755650 9.261527 13.373997 9.608232 8.383978 9.595333 7.501660 11.184796 8.362954 12.312618 1.272859 10.074146 10.539628 12.846489 10.962622 3.699107 10.344207 10.202100 6.477413 10.972631 5.155486 10.806658 5.707470 4.402122 10.562374 7.070503 8.729196 10.419729 11.261349 10.757665 8.975880 10.103753 TCGA-L5-A4OE 81 1 730 NA esophagus stage iiib t3 n2 NA male 2011 no NA esophagus adenocarcinoma, nos 38 rx 3 white NA 1 2 1 1 1 2 1 1 1 1 4 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 4 0 0 0 1 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 4 0 0 0 9.744389e-06 3.086301e-06 19.4666666666667 5.33333333333333 65.3333333333333 5.6 4.26666666666667 NA 9.3766112 10.6711745 5.7206561 11.4155371 7.7722486 9.3832224 9.3207263 4.4545839 8.4431230 9.9010897 -1.8494403 7.3030866 NA NA 9.9953777 -1.8494403 12.8083610 -0.8491804 3.0576929 NA 11.7137592 11.3738980 -0.2643045 9.5601924 6.3939756 9.4419720 8.6765668 -0.8491804 1.9581745 13.8163593 8.5225780 15.3824231 8.3163114 9.0126636 7.1536159 14.7511063 13.9954336 10.4704735 12.9228772 11.0319153 12.6360646 11.3447886 13.0597099 2.9581560 -0.8491804 5.8855109 10.1546705 12.5234603 4.1731674 8.8710455 11.6501727 1.6102276 11.0737573 9.5383880 1.9581745 10.1129744 10.0561883 8.1869749 5.2382633 13.0377839 -0.8491804 6.6585957 10.4304119 5.3987300 8.2839435 11.1761140 3.5770662 10.5127451 12.2443015 12.3352118 6.7244484 10.0845805 0.1508196 3.3207302 12.2772639 9.4956520 NA 8.1209071 -0.8491804 9.7590561 4.9452191 8.9403350 10.7025096 10.6743951 -0.1975000 -0.1975000 -0.1975000 0.0968160 0.0726840 0.6068400 -0.2036100 -0.1889800 0.0972020 0.0972020 0.6869500 0.6502600 -0.5171200 0.0917480 0.1673000 0.0721090 0.0721090 0.1043900 0.1043900 0.1016200 0.1016200 -0.2413100 -0.1828200 -0.1803000 0.1035100 -0.5101200 0.6108100 0.4087800 0.1784500 -0.1959200 -0.1975000 -0.1663700 -0.5269600 0.0726840 0.0000000 0.0000000 -0.6899700 0.0020805 0.6068400 -0.8458700 -0.2036100 -0.1995000 -0.2079600 0.0992880 0.0972020 0.0972020 0.6502600 0.0408920 -0.5171200 -0.5171200 0.0721090 0.0721090 -0.1947500 -0.1947500 -0.1947500 -0.1911000 0.1188400 0.0997240 0.1016200 0.0692390 -0.2413100 -0.2413100 -0.1966200 -0.1803000 -0.2283400 -0.5040900 -0.5163000 0.1035100 -0.5101200 -0.5052500 -0.5052500 -0.5052500 -0.2225600 0.1328800 -0.5019400 -0.5019400 -0.1380700 -0.3215800 -0.3215800 -0.3215800 0.1784500 -0.195 -0.195 0.111 0.111 0.102 0.102 -0.241 -0.197 -0.180 -0.502 -0.502 -0.413 0.104 -0.510 -0.510 0.180 0.395 -0.197 -0.197 0.133 0.133 -0.502 -0.506 0.000 0.000 0.000 0.000 -0.824 -0.204 -0.208 -0.208 0.000 0.000 0.677 0.677 -0.517 0.000 0.000 0.000 -0.322 -0.144 -0.195 -0.195 0.111 0.111 0.102 0.102 -0.241 -0.197 -0.180 -0.502 -0.502 -0.413 0.104 -0.510 -0.510 0.180 0.395 -0.197 -0.197 0.133 0.133 -0.502 -0.506 0.000 0.000 0.000 0.000 -0.824 -0.204 -0.208 -0.208 0.000 0.000 0.677 0.677 -0.517 0.000 0.000 0.000 -0.322 -0.144 8.2222636 8.1951955 6.7015477 5.1951940 7.1703918 9.5880332 4.4545839 6.0149868 9.3393902 5.5770662 4.9189872 7.0056695 7.0087827 7.1337947 8.2929083 12.9031297 12.2211655 12.7590562 12.0127606 9.3796201 9.6871991 5.8989943 8.1409054 0.1508196 9.3064924 9.6724018 11.8735022 6.0273177 12.1832905 10.9819106 6.9222906 2.0576929 13.8792799 9.5880332 5.2813199 -0.8491804 10.7378756 10.0969765 7.2195800 0.1508196 4.4906536 6.5854298 9.8223423 7.1451547 11.5248899 11.0807994 5.2488346 12.6749145 9.4482908 11.7739970 9.7856123 9.5744425 6.5214889 7.9836914 12.6650839 8.0601695 NA 7.6763224 9.4670828 12.4850746 9.5807312 9.3832224 -1.8494403 9.1458619 12.5296381 7.6143256 10.8291814 11.0575041 12.1932302 7.2540894 10.8626834 6.6466566 12.4543681 10.0107243 8.1493920 8.9860622 11.7489702 12.0900821 12.3288437 11.3738980 10.5623124 8.5697079 5.7728543 7.2593262 10.8267584 9.1237810 11.4490072 10.1859441 8.6464766 3.1951901 12.5433200 11.3447886 NA 6.5083526 16.4584628 9.3903999 14.1296012 8.9597655 13.1115273 9.2222636 11.8493975 1.9581745 12.7542318 12.2204189 9.3963541 7.7376415 10.4761574 9.7068284 12.7751399 6.4128967 9.8808468 12.8758113 9.6014971 11.2967335 0.1508196 13.0955592 2.2382672 2.0739573 11.4155371 13.5211441 10.4102504 6.6625545 11.6312129 10.8291814 11.3045117 9.9010897 15.1598426 8.8460297 8.6051006 9.5842355 8.4861918 10.8626834 9.1237810 9.8863573 -0.8491804 10.1951955 9.8555696 12.4269985 11.4376478 3.1049908 10.9937409 12.4881445 4.4727282 10.4304119 5.3987300 11.1761140 3.5770662 -0.2643045 10.0845805 6.3796192 9.7427911 10.6768115 10.7562808 9.3921886 8.0903808 10.0903806 TCGA-L5-A4OF 63 1 801 NA esophagus stage iib t1 n1 NA male 2012 no NA esophagus adenocarcinoma, nos NA NA 1 white NA 1 1 3 3 1 1 3 1 3 1 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 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 2 0 0 0 0 0 0 4 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 2.704848e-06 6.241958e-07 25.5102040816327 2.04081632653061 43.8775510204082 14.2857142857143 14.2857142857143 1.1249236 10.6987541 10.7453213 6.4952267 12.5427394 8.4848922 10.8144548 10.1725545 6.0230113 8.8012127 8.3771702 1.3659165 9.3174517 4.4336873 6.7687904 9.7184550 8.7295721 12.6843171 2.2878564 3.9692794 5.8798234 13.4900891 12.2551544 2.5234867 9.2239240 7.2802131 9.2415151 4.4620000 3.5962434 3.9874300 13.7852752 9.6795237 13.2170883 8.2313100 8.0372801 8.6620121 12.6171067 0.8354391 10.5072641 12.1853950 10.8231659 12.6417541 10.8311954 12.0628436 4.4856844 1.9874300 6.9715654 10.9903869 13.1891543 4.5843673 8.5234843 11.4610265 3.6196947 10.7083596 9.1149151 5.6197006 10.0815090 9.1752783 9.7170521 6.7476519 14.1677446 4.6767300 10.0475868 11.4114926 9.7218022 9.1686531 10.2275070 2.7099082 10.4874765 12.6942295 11.1952998 7.5723940 10.0684913 0.4729036 2.3093508 11.6040721 10.2346468 0.1301401 5.5783923 5.0833538 10.7263680 6.0449252 9.4361670 4.3797457 10.3001918 -0.2374500 0.0213980 0.6993300 0.0711040 0.0711040 -0.0651790 0.0404680 -0.1596200 0.0000000 0.0577960 0.7440400 -0.2033600 -0.2053500 0.3074500 -0.1171300 -0.2638400 -0.2638400 0.0421660 0.1174100 0.0719660 0.0719660 -0.1761300 -0.1039500 -0.0027707 0.0974680 -0.5371300 -0.2306700 0.5861400 -0.0794760 -0.2374500 0.0213980 0.6993300 0.0711040 0.0711040 0.0146090 -0.4271900 -0.1208200 -0.0666540 -0.0651790 0.0404680 0.0404680 0.0404680 -0.1397500 0.0000000 0.0577960 0.0112610 -0.2135400 -0.2170100 -0.2053500 0.3074500 -0.2638400 -0.2638400 0.2709600 0.4916500 0.0088920 0.4684200 -0.8882000 -0.1967500 0.0719660 -0.2214500 -0.1761300 -0.1761300 -0.1039500 -0.0557980 -0.0325750 -1.1674000 -0.4170700 0.0609360 -0.5371300 -0.4230900 -0.4230900 -0.4230900 -0.2277300 -0.2327600 -0.4581100 0.1017600 -0.0507760 -0.1027600 -0.1027600 -0.1387100 0.8750800 0.000 0.000 0.210 0.210 0.000 0.000 -0.176 -0.104 0.000 0.000 0.000 -0.417 0.000 -0.423 -0.423 -0.228 0.358 0.000 0.343 -0.233 0.627 0.102 0.000 0.283 0.283 0.000 0.000 0.000 0.000 -0.140 -0.140 0.000 0.000 0.744 0.188 -0.117 -0.117 -0.264 -0.264 0.000 0.000 0.000 0.000 0.210 0.210 0.000 0.000 -0.176 -0.104 0.000 0.000 0.000 -0.417 0.000 -0.423 -0.423 -0.228 0.358 0.000 0.343 -0.233 0.627 0.102 0.000 0.283 0.283 0.000 0.000 0.000 0.000 -0.140 -0.140 0.000 0.000 0.744 0.188 -0.117 -0.117 -0.264 -0.264 0.000 0.000 9.530463 10.318124 3.023060 2.365944 6.538948 10.293721 5.498394 7.891916 8.849139 6.083356 8.267274 7.256091 8.187104 9.817788 11.197616 11.131070 9.570059 11.573051 10.664799 9.258894 10.559754 6.341461 7.231557 8.814615 8.545852 10.612410 11.166718 8.677429 12.253703 11.289042 7.535868 3.815248 4.294863 10.293721 6.896532 1.124924 11.425599 11.278257 6.520372 2.987430 6.036497 8.450956 10.373725 8.290299 11.073833 10.317452 NA 10.980653 8.440290 11.273411 9.623693 9.389164 5.459920 8.223924 12.366864 7.710034 4.323716 6.049208 9.948881 12.2213505 9.9840460 10.8144548 -0.7495234 10.6305660 12.1430718 7.9462741 10.2097432 10.7292354 13.2125484 7.8737375 11.0154755 7.4599193 11.2989526 10.6559618 7.8528553 8.9514835 11.3569196 12.5265722 10.5368310 12.2551544 11.1988330 9.1177444 4.8846712 7.8955238 11.0223678 8.0642470 9.3484978 11.1534688 9.8356693 3.1890655 12.2465861 10.8311954 NA 6.4170474 15.9065474 9.4170472 13.3297838 10.0564783 12.2421057 6.7044224 12.8272650 0.4729036 12.9029186 12.1934689 9.2358333 10.2155285 10.0757611 11.2340532 12.3928387 7.9039077 10.1156834 11.6168162 10.1922469 10.7904323 0.9874664 12.6864832 1.1249236 1.922502 12.542739 15.055245 10.060234 6.925247 11.190412 10.209743 12.071575 8.377170 14.018547 9.931997 10.678651 10.628443 8.989684 12.410600 8.064247 10.770102 1.987430 9.283430 9.897324 12.515055 11.763535 4.235359 10.282512 10.410127 7.064247 11.411493 9.721802 10.227507 3.498391 7.525038 10.068491 7.798645 10.293721 10.836836 11.162482 10.362036 8.714671 10.981502 TCGA-L5-A4OG 79 0 NA 143 esophagus stage i t1 n0 m0 female 2012 no NA esophagus adenocarcinoma, nos 30 r0 0 white NA 1 2 2 2 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 4 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 1 0 0 0 0 0 0 0 1 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 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 7 0 0 0 5.617762e-06 1.421779e-06 28.9855072463768 2.89855072463768 38.1642512077295 23.6714975845411 6.28019323671498 1.1696685 10.7141897 10.3261590 5.9827221 11.4837971 7.4725422 11.2963575 9.3747689 4.8452190 8.6871051 8.6336328 NA 7.9669559 -2.0000000 NA 9.6831717 NA 12.3602996 NA 2.5846980 NA 12.0345285 11.9098100 3.2476541 9.4900791 6.9363670 8.5903164 3.2438518 1.9066213 4.7139762 14.2773257 10.0580595 15.5305840 8.8630098 9.3676902 7.7293672 13.9819878 11.0044767 10.3312064 12.2763803 11.0822113 12.8060274 10.3272822 12.5765091 2.4591693 -2.0000000 9.9676763 10.0980907 12.2896778 3.4259963 9.7571194 11.9415970 -2.0000000 11.7186905 9.0422369 -2.0000000 9.1219103 9.0386485 8.5330591 5.4673349 13.8923435 NA 7.9215702 10.4963337 4.9066213 8.8839000 12.1433519 2.9997295 9.7900780 12.4999490 11.3379088 7.0331521 9.7932881 0.8071076 4.1696525 12.3128251 8.7884479 NA 6.8452190 0.8071076 10.1440691 5.4591627 7.6897276 9.9709137 10.3354185 -0.3198400 0.0186630 0.0153080 0.0478360 0.0577960 0.0241270 -0.3170400 -0.3327200 -0.3152900 0.3772600 0.3394700 0.3394700 0.0000000 0.0000000 -0.0081624 0.0150280 0.0103280 -0.3280900 0.1939000 0.0047190 0.0047190 0.6346300 -0.3212400 -0.3165700 0.0366530 -0.3339900 2.9861000 -0.0094046 -0.1005300 -0.3198400 -0.6643300 0.0153080 0.0577960 0.0577960 -0.3205400 -0.3205400 -0.3205400 -0.0114400 0.0241270 -0.3236800 -0.3189100 -0.3211200 -0.3327200 -0.3152900 0.0248290 0.0066653 0.3394700 0.0104240 0.0000000 0.0000000 0.0150280 0.0150280 -0.3178600 -0.3178600 -0.3178600 -0.3178600 -0.3322500 0.3229600 0.0047190 0.6126800 0.6346300 0.6346300 -0.3212400 -0.3165700 -0.3409100 0.2983500 -0.3362900 -0.3163400 -0.3339900 -0.6630900 -0.6630900 -0.6763700 -0.0094046 0.6581100 -0.3180900 -0.3180900 -0.3279700 -0.0559030 -0.0559030 -0.0559030 -0.0559030 -0.318 -0.318 -0.328 -0.134 0.000 0.000 0.635 -0.321 -0.317 -0.341 -0.043 -0.336 0.000 -0.663 -0.663 0.000 0.000 -0.313 0.000 0.658 0.658 -0.318 -0.328 0.000 0.000 -0.321 0.000 -0.324 -0.324 -0.333 -0.333 -0.315 0.000 0.329 0.329 0.000 0.000 0.000 0.000 0.000 0.000 -0.318 -0.318 -0.328 -0.134 0.000 0.000 0.635 -0.321 -0.317 -0.341 -0.043 -0.336 0.000 -0.663 -0.663 0.000 0.000 -0.313 0.000 0.658 0.658 -0.318 -0.328 0.000 0.000 -0.321 0.000 -0.324 -0.324 -0.333 -0.333 -0.315 0.000 0.329 0.329 0.000 0.000 0.000 0.000 0.000 0.000 8.9633481 9.1450247 6.0977625 5.7876310 7.2523948 9.5576718 4.1082568 8.5543183 8.0400190 5.1796384 4.5996451 6.7411960 9.0379625 8.9319442 11.8733659 12.2143522 11.4235519 11.6331789 10.6114460 9.9669557 8.7783571 6.3126125 7.8135106 2.3216684 9.6038194 10.8183117 11.6451628 7.2476570 11.6499825 11.1370409 7.4591611 2.8070870 11.1610189 9.5576718 4.8651517 0.3216972 11.5210846 10.9539259 6.7139748 1.4591693 5.4995749 8.2261419 9.8823725 7.2571172 10.3340028 10.1299783 -1.0002886 12.4215971 9.2966458 11.6581642 9.3092060 9.6525745 7.6345403 7.6345403 12.9328208 7.9351892 6.2665167 9.3769400 11.6830532 12.6358443 9.8479612 11.2963575 -1.0002886 9.5814010 10.2565279 8.3693269 10.6460542 11.3734104 12.5908971 7.8639155 12.9397219 7.9524710 11.0753758 10.1790166 7.6966970 9.8781636 11.5803414 11.4131605 12.5124083 11.9098100 10.4286131 8.5359767 6.7105365 8.0095582 8.3888232 8.2500279 10.3012257 10.7342275 9.0865293 2.3216684 11.9674961 10.3272822 NA 7.2043002 16.8455646 9.5213299 13.7070887 9.8034571 12.8372096 7.8716348 12.0241766 0.5846739 12.2796759 11.6158188 9.7798592 8.8608163 10.7329801 9.8499164 12.5657241 9.8510881 9.9396760 12.0355579 9.7139750 11.3548052 2.2476541 12.7876321 1.3216395 1.008702 11.483797 14.244573 9.949556 6.636353 11.233199 10.646054 11.070689 8.633633 13.174928 8.290900 8.567686 10.481781 8.319402 10.687761 8.250028 10.806078 -2.000000 9.662398 10.501069 12.102279 16.527504 3.523286 10.976294 11.347489 5.531110 10.496334 4.906621 12.143352 1.906621 2.754610 9.793288 7.184605 10.000434 12.294924 10.105965 10.390705 9.616738 10.329246 TCGA-L5-A4OH 71 0 NA 992 esophagus stage i t1 n0 m0 male 2012 no NA esophagus adenocarcinoma, nos 60 r0 0 white NA 1 1 1 1 1 1 1 1 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 5 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 1.026455e-05 2.462106e-06 11.4973262032086 13.6363636363636 66.0427807486631 6.41711229946524 2.40641711229947 NA 11.4640941 10.0491807 5.7463101 12.3770498 7.3239636 10.9880372 9.2009851 5.1775750 8.5225560 8.0325478 -1.0415656 7.6004586 -2.0415656 -0.0415656 9.4394945 -2.0415656 12.7924247 4.0872761 1.8652854 NA 12.5162890 12.4058773 -0.0415656 8.7132941 4.9807748 9.3966786 2.8493388 NA 1.4178120 15.4062566 9.6356857 15.0869996 9.4143912 7.7348397 8.4463270 12.8082514 3.8410472 9.7685765 12.8105556 10.7825698 13.0024164 10.2234355 11.8430541 2.9126115 0.9584344 1.7657469 10.0708460 12.2739276 2.6588513 9.2181498 11.6873857 -1.0415656 11.1812015 10.2460150 0.7657893 9.2915619 9.1144896 9.0577543 6.7881297 13.1508920 0.2803625 9.2633281 9.9727758 3.7912931 8.9605184 11.3544761 0.9584344 10.1084711 13.2276428 10.2216758 5.7397671 10.3912069 -0.0415656 2.7657681 11.3725632 11.2212355 -0.6034021 8.1017898 NA 9.7701825 4.7132944 8.1182777 3.2803328 9.9269365 0.03475100 0.70881000 0.65833000 0.45649000 0.51647000 -0.44306000 0.06079400 0.46246000 0.02918400 0.01028500 0.98742000 0.96575000 -0.51801000 -0.45490000 3.31810000 3.32580000 -0.00013862 0.42788000 0.67920000 -0.39074000 -0.39074000 0.00666530 -0.08413000 -0.47067000 0.01112100 -0.10613000 -0.10613000 0.40744000 -0.07894300 0.03475100 -0.44448000 0.65833000 0.45649000 0.51647000 -0.45426000 -0.44588000 -0.44588000 -0.44306000 -0.13975000 0.01503100 0.04783600 0.69260000 -1.29290000 0.02918400 0.01028500 -0.02746300 0.98432000 0.92370000 -0.51801000 -0.48432000 -0.95028000 -0.95028000 0.25887000 0.25887000 0.25887000 -0.45950000 -0.50670000 0.67920000 -0.39074000 0.00000000 0.00000000 0.00666530 -0.08413000 -0.47067000 -0.62922000 0.12697000 -0.50173000 -0.52143000 -0.10613000 -0.19162000 -0.19162000 -0.18597000 -0.45340000 -0.47723000 -0.46557000 -0.46557000 -0.49965000 0.00791490 0.05337900 -0.01133500 -0.01133500 0.259 0.259 0.000 0.679 -0.391 -0.391 0.000 -0.178 -0.471 -0.629 -0.629 -0.495 0.000 -0.106 -0.106 0.000 0.349 0.000 0.586 -0.477 3.657 -0.466 -0.500 0.190 0.454 -0.443 -0.443 0.000 0.000 0.462 0.021 0.000 0.000 0.987 0.987 -0.444 -0.444 -0.950 0.000 0.000 0.000 0.259 0.259 0.000 0.679 -0.391 -0.391 0.000 -0.178 -0.471 -0.629 -0.629 -0.495 0.000 -0.106 -0.106 0.000 0.349 0.000 0.586 -0.477 3.657 -0.466 -0.500 0.190 0.454 -0.443 -0.443 0.000 0.000 0.462 0.021 0.000 0.000 0.987 0.987 -0.444 -0.444 -0.950 0.000 0.000 0.000 8.2181500 9.9983538 3.5731200 7.1457590 5.0669330 10.4386919 6.1629774 8.0244959 9.1793894 6.2576141 3.4502611 7.3951185 8.8690494 8.9277931 8.1506993 10.7107872 11.2927846 12.0818005 10.7851536 9.0998751 9.2326799 7.1408011 6.8532247 5.4819673 9.7556627 9.7753902 11.7443698 5.1482305 12.0906958 11.5870799 7.3909488 0.9584344 10.9904523 10.4386919 4.8505544 5.1580785 11.6993467 9.9880389 6.7430410 -0.0415656 4.8853547 5.5877640 10.1024274 6.4701594 11.2803346 9.9986963 -2.0415656 12.5196348 9.7964285 12.1490800 8.7298960 9.9703326 3.5731200 5.4741050 12.6628506 8.2901520 -2.0415656 5.7721865 10.5016801 12.7844088 10.5541303 10.9880372 -2.0415656 10.3904264 11.7078570 7.9752146 9.7821400 11.2548926 12.9856646 8.5675854 10.9957819 8.3464238 9.8287712 10.2184440 7.7282443 10.3836224 11.7042909 11.6309081 11.1231564 12.4058773 11.1808996 9.9389033 3.5433721 6.4422220 10.5208875 8.0352219 10.4895443 10.7454929 9.3148585 -0.0415656 12.6938568 10.2234355 1.1283594 6.3377842 17.5859434 8.4662013 14.0056370 10.3361594 12.2786430 8.8720441 11.3982374 -0.4566031 13.3573543 11.4581279 10.1580788 10.5275501 10.4541642 10.5583194 12.7918897 4.1283346 10.8142483 12.3346283 10.7078570 11.1395588 1.5433474 13.3536059 0.5433969 -0.03800632 12.37704979 14.21060111 9.91369322 6.95840655 10.11575351 9.78214003 11.80732284 8.03254776 14.89487196 7.76092283 10.13083411 10.03154393 8.61304242 9.86416958 8.03522194 10.51969453 0.95843440 9.32089845 9.79010963 11.96139731 10.96806022 4.49756766 10.43717613 9.33561701 5.35072353 9.97277578 3.79129315 11.35447613 2.12832640 -0.45660310 10.39120685 8.00553024 10.11922336 10.81697043 10.32418223 9.68249394 9.18662411 11.26218730 TCGA-L5-A4OI 79 0 NA 608 esophagus stage iiic t3 n3 mx male 2012 no NA esophagus adenocarcinoma, nos 48 r0 8 white NA 2 2 2 1 1 1 1 1 1 1 0 4 1 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 4 4 4 4 0 0 0 0 4 4 0 0 4 0 0 0 0 0 0 0 0 4 4 0 0 0 4 0 1 6 0 0 0 0 4 0 0 6 0 0 0 0 4 0 0 0 0 0 1 6 0 0 0 0 0 0 4 4 4 0 4 0 4 0 0 0 4 0 6 0 0 6 0 0 0 5 1 6 0 0 4 0 6 0 0 4 4 4 0 0 4 0 0 0 0 0 0 4 6 6 0 0 0 0 4 0 6 0 0 0 0 0 4 0 0 6 4 0 0 6 6 0 4 0 6 0 0 0 0 4.799372e-05 1.688796e-05 44.8348190875721 3.56581017304667 37.3361300471946 11.8510749868904 2.41216570529628 NA 10.0291068 10.5198341 4.3970568 11.2660480 7.1645128 9.1459823 9.5890728 5.5207680 8.4169537 2.8120874 NA 7.7919137 NA NA 10.8273950 NA 13.9093438 -1.3577143 7.2605517 NA 12.4685164 13.2906365 0.6421932 9.3486624 4.4235244 8.8282809 2.6830676 NA NA 13.3132099 9.6258726 14.9339673 9.2166181 6.7296289 7.8442902 14.1202725 NA 10.3572705 11.9185788 10.7801182 12.2965788 11.2992616 12.2623864 1.9641029 NA 4.6421644 10.4296610 12.4277028 2.3426116 8.6505951 11.6806483 1.6421470 12.0690864 9.0756580 -1.3577143 10.0063011 8.7362443 8.3546937 3.9275647 13.5217019 NA 9.0726190 10.3679587 1.8120874 8.9640945 10.8158437 2.5490530 10.8295186 13.4240897 10.0568517 5.3286677 11.0459428 -1.3577143 2.9641029 10.0030135 11.4527382 -1.3577143 10.4950861 NA 10.2485717 3.7714525 8.4103509 3.2860236 9.7678577 0.0195250 0.8337600 0.0216260 0.0039076 -0.0066211 -0.0176440 -0.0148940 1.5757000 -0.0041325 0.0034909 -0.0089686 -0.0089686 0.8147700 0.8349500 0.8471400 -0.0188070 0.0315990 -0.0168830 0.0055751 1.5678000 -0.0066211 0.6850300 -0.0201160 0.0203650 0.0433210 -0.0180560 -0.0180560 0.0450210 0.1790800 0.0195250 0.0195250 0.8272400 -0.0410870 -0.0066211 -0.0154440 -0.0077262 -0.0077262 -0.0077262 -0.0176440 -0.0148940 -0.0148940 -0.0240920 -0.0135180 0.0040465 -0.0263350 -0.0111760 -0.0089686 -0.0089686 0.8147700 0.8499100 -0.0188070 -0.0188070 0.0022415 -0.0033867 -0.0033867 0.0012702 -0.0168830 -0.0151690 0.0059922 0.7256800 0.7230400 0.6850300 0.0126770 0.0203650 0.0285040 -0.0396440 0.0433210 0.0433210 -0.0180560 -0.0180560 -0.0180560 -0.0180560 0.0773090 0.0123980 -0.0238230 -0.0238230 -0.0683740 0.1505700 0.1505700 0.1505700 0.1505700 0.000 0.000 0.000 0.000 1.562 0.000 0.715 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.576 1.576 0.000 0.000 0.000 0.000 0.835 0.835 0.000 0.000 0.151 0.151 0.000 0.000 0.000 0.000 1.562 0.000 0.715 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.576 1.576 0.000 0.000 0.000 0.000 0.835 0.835 0.000 0.000 0.151 0.151 7.3286669 10.6673061 -0.3578992 6.1259817 6.9685965 9.1097722 4.3970568 10.2999316 9.4495213 6.3356530 2.6421701 6.3003782 9.6180145 5.8995551 4.9640936 11.0470420 11.6222364 12.0830357 11.6619310 9.7759510 9.4447151 7.6137099 7.6223059 11.6586266 9.0161191 10.6144284 12.4938180 4.6865622 12.6438790 10.3709374 7.2233675 3.8900964 10.0079422 9.1097722 4.4984041 3.6865566 11.6196253 10.6869021 5.8220749 1.6421470 5.1813252 4.1340155 10.0360932 6.9550500 11.1733042 11.1610655 NA 11.8288998 10.4627444 12.6935454 9.2392880 9.8387687 2.6421701 5.5610297 13.3772994 8.0827244 NA 5.6645340 9.8436779 12.4415493 10.8208314 9.1459823 NA 9.4655338 10.3903593 7.8319912 9.6072293 10.1808404 12.0579083 7.4103504 11.3874207 8.0515575 13.2743666 10.0793984 8.2678752 8.9206161 11.4860876 11.0733168 10.5773316 13.2906365 10.1720850 7.1929132 4.0344799 5.8220749 10.6512953 8.4845168 11.1282473 10.3789912 9.2732709 -0.3578992 11.8605784 11.2992616 NA 5.0344843 15.9097428 6.9953138 13.8785545 10.0499653 12.5171479 10.3378298 11.9971046 -1.3577143 12.7500415 12.0414444 9.8847452 7.6505951 11.0673378 8.3683847 12.4878526 6.1735472 10.4551459 11.9048208 10.2162869 11.4035100 2.7296398 13.5813784 NA -1.357714 11.266048 14.236285 11.150456 6.964095 11.176713 9.607229 11.624269 2.812087 14.040610 7.370087 8.728303 9.745454 10.077837 10.412004 8.484517 9.243937 NA 9.568463 10.419833 12.507513 11.016934 3.165735 11.019377 9.802668 3.596363 10.367959 1.812087 10.815844 9.863149 NA 11.045943 7.471889 10.576226 11.216523 10.804243 10.601444 9.718982 10.338265 TCGA-L5-A4OJ 70 0 NA 639 esophagus stage i t1 n0 m0 female 2012 no NA esophagus adenocarcinoma, nos NA r0 0 white NA 2 2 1 1 1 1 1 1 NA NA 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 7 0 7 0 0 4 0 0 0 4 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 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 1.269198e-05 3.571787e-06 17.7966101694915 8.89830508474576 54.0254237288136 15.4661016949153 3.8135593220339 NA 9.8093812 9.7905284 6.7976265 11.7333089 7.7678448 10.6670230 9.5995765 5.4913817 7.6210775 9.4544169 2.3076617 8.6412111 NA -0.7799177 9.4994722 4.5239759 11.5528264 NA 1.9206363 NA 11.4638185 12.3756489 -0.7799177 9.5477508 5.0146142 8.5056004 0.8051273 0.2202061 1.0275787 13.4540800 9.6770660 13.9915321 8.4426914 7.4174146 7.9154611 14.1102487 NA 9.8996784 12.1643355 10.7952647 12.4984298 11.4753743 13.1738490 -1.7799177 1.2202061 9.9604006 10.4532186 12.1624002 4.6796321 8.7995141 11.7824418 -1.7799177 10.6524791 9.2172152 -1.7799177 10.3310077 8.8042211 8.2645923 5.0905613 13.9832030 NA 8.2300267 10.3329634 2.9750799 8.4893250 11.5096408 0.8051273 10.3517337 11.2587743 9.0259421 5.3182301 10.9105782 NA 3.7747871 11.0401776 8.4259913 NA 6.8238245 -0.7799177 10.6747545 3.5421218 7.6755252 0.2202061 10.3133582 -0.0234450 0.8573700 -0.8166400 0.0273990 0.0273990 0.0207470 0.0190660 0.0465420 0.0441320 0.0702260 3.6569000 0.0590640 3.6569000 -0.2182600 3.6569000 0.0114250 0.0114250 0.0151050 0.0151050 0.0283240 0.8920400 -0.4483700 0.0290270 0.0000000 -0.0400890 -0.0524120 -0.0524120 -0.0850740 -0.1703900 -0.0234450 0.0603490 -0.8166400 0.0273990 0.0593490 0.0895440 -0.7836200 -0.7751600 0.0207470 0.0207470 -0.4322600 -0.0651950 -0.0651950 -0.7966200 0.0114970 0.0702260 0.0702260 0.0590640 -0.0076805 3.6569000 -0.2182600 0.0222880 0.0466840 0.0060929 0.0060929 -0.7931100 -0.7980400 0.0151050 0.0257950 -0.7846400 0.3618000 -0.4483700 -0.4483700 0.0290270 0.0000000 -0.0433460 -1.2929000 -0.0400890 -0.8790800 -0.0524120 -0.0524120 -0.3746100 -0.3746100 -0.0850740 0.0131970 0.1629300 -0.1963900 -0.0587530 -0.1727300 -0.1727300 -0.9594200 -0.1751400 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 0.000 0.000 -0.829 -0.829 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.196 0.000 0.000 0.000 -0.758 0.000 -0.332 0.000 -0.797 -0.797 0.000 0.000 0.000 0.000 -0.795 -0.795 0.000 0.000 -0.175 -0.175 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 0.000 0.000 -0.829 -0.829 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.196 0.000 0.000 0.000 -0.758 0.000 -0.332 0.000 -0.797 -0.797 0.000 0.000 0.000 0.000 -0.795 -0.795 0.000 0.000 -0.175 -0.175 8.6755256 10.0267478 -1.7799177 3.2201906 6.7476747 8.3926257 4.2201984 7.7019974 8.9206378 5.4393672 3.3494785 5.9949847 8.5963236 6.8855341 10.6987150 11.8165044 12.1644207 12.2945069 11.6848715 9.5963236 8.5108393 5.9412965 6.6959312 1.5421094 8.9880350 12.1608788 12.4023597 5.4100222 12.1678178 10.4247693 7.4393663 0.5421094 0.2202061 8.3926257 6.9454626 2.0275433 11.4833206 9.6667646 4.2862898 1.0275787 3.7747871 8.1845392 9.5968662 7.0178596 10.9204211 10.0530883 NA 11.8533069 7.9481184 12.0935462 8.2714070 9.9301436 4.3494785 5.6959326 11.4771440 8.1539183 NA 8.8828665 10.6793737 12.2708121 10.2839303 10.6670230 NA 10.4060028 11.4246165 8.8961553 10.5460657 10.0133950 11.6458075 7.7881545 11.3866751 8.2074624 14.6013862 10.2621995 7.9582905 9.5821420 11.4064672 16.4298633 11.9185773 12.3756489 10.9817494 9.1210649 5.6796293 7.0874766 10.5516750 7.8908546 11.2817381 9.9784215 9.2326900 0.5421094 11.7755063 11.4753743 NA 6.2314247 16.0031686 8.6380507 13.2914091 10.0007379 14.5154470 9.2909899 10.9487565 -0.7799177 12.7670155 11.9636652 9.7427796 10.2180833 11.0419423 11.1886850 12.1441756 9.4320865 10.8692298 12.8904417 10.6926352 11.0548667 1.3901174 13.5174011 2.8051686 0.8360857 11.7333089 14.4423104 10.5330812 6.4149558 10.9951911 10.5460657 10.9260465 9.4544169 13.4221689 7.6401582 6.0210977 9.2970137 9.4308512 9.5611610 7.8908546 9.8752817 1.2202061 9.6343549 10.4678291 11.8809741 11.5273990 3.5777551 9.5661578 8.9049468 5.2201984 10.3329634 2.9750799 11.5096408 1.8051686 NA 10.9105782 6.6039022 10.4790586 10.7831561 10.7658867 10.0109539 8.4526193 11.0905629 TCGA-L5-A4OM 54 1 1458 NA esophagus stage ia t1 n0 NA female 2010 no NA esophagus squamous cell carcinoma 40 r0 0 white NA 3 4 NA NA 6 3 4 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 2.323395e-06 4.854856e-07 20.9876543209877 4.93827160493827 40.7407407407407 22.2222222222222 11.1111111111111 3.4068224 10.7981527 10.1528993 1.9779759 13.0103374 8.2539406 10.2280898 9.8732577 5.9141579 9.0961161 1.4474734 1.0848807 7.9267900 NA 3.4474602 8.8190371 8.6752087 12.8705416 2.0848807 2.8624911 0.8625109 12.3387364 11.5699994 0.8625109 9.0424055 5.7532676 9.1746231 7.0785629 4.8321204 1.5994606 13.6258818 10.0029002 11.8402128 9.1100364 6.9105288 9.1198923 14.9030431 10.4985169 11.6577244 11.9339264 11.8020757 12.6797466 11.0413688 11.9563542 2.2775385 4.1844231 4.2548132 11.6786801 13.3958457 8.6284732 9.5349219 12.9175846 5.0588922 12.6851337 8.8946432 3.6698545 9.7863191 10.4596179 9.5213030 7.9393118 14.0109995 2.2775385 8.9631588 11.0073671 5.0324227 8.8205658 12.5421965 5.9428710 10.3181662 13.2019754 9.4493362 9.7184031 11.1446466 -1.7226103 4.4673577 9.5331527 8.1799091 8.0411948 3.5254676 NA 10.8982120 5.9429414 9.3164531 10.2320939 11.0450419 0.3487500 0.3487500 0.9927900 0.6398900 0.6619700 1.7249000 0.0256600 1.1041000 0.3330100 -0.0161650 0.4139400 2.2090000 0.2604200 0.2604200 0.2604200 -0.6432100 -0.4235500 0.1966300 3.6569000 0.2853100 0.2853100 -0.1474800 -0.3673800 0.2921400 -0.0195990 0.3627900 0.0119470 -0.1390300 0.1026300 0.3487500 0.3487500 0.9224800 0.6398900 -0.0070683 -0.6893400 -0.6893400 -0.6837200 1.5828000 0.9397500 -0.3730200 0.0256600 -0.0061924 -0.6739900 0.3330100 -0.0161650 -0.0161650 -0.6665200 -0.6952800 0.2604200 0.2604200 -0.0806840 -1.2929000 -0.0235760 -0.0235760 -0.0235760 -0.0083112 0.2572900 -0.6246600 0.2726800 -0.1474800 -0.1474800 -0.1474800 -0.0879870 -0.3809000 -0.0209720 -0.0038886 -0.0366840 -0.0186380 0.3627900 0.0245370 0.0115290 0.0115290 -0.1494000 0.1077300 -0.6635600 -0.6812600 0.3508700 -0.3398700 -0.3398700 -0.0306870 -0.3512300 0.000 0.000 0.197 -0.428 0.285 0.285 -0.147 0.000 -0.381 0.000 0.000 0.000 0.000 0.338 0.000 -0.139 -0.139 0.349 0.349 0.108 0.108 -0.664 0.351 0.675 0.675 0.521 1.200 0.000 0.000 1.127 -0.674 0.333 0.000 -0.375 0.294 0.260 0.260 -0.517 -0.378 0.000 0.000 0.000 0.000 0.197 -0.428 0.285 0.285 -0.147 0.000 -0.381 0.000 0.000 0.000 0.000 0.338 0.000 -0.139 -0.139 0.349 0.349 0.108 0.108 -0.664 0.351 0.675 0.675 0.521 1.200 0.000 0.000 1.127 -0.674 0.333 0.000 -0.375 0.294 0.260 0.260 -0.517 -0.378 0.000 0.000 7.1963975 8.8559066 2.9779759 5.4772078 6.9321699 8.2733009 4.4272843 8.7653740 9.6863944 6.8321229 8.0020476 7.5835958 9.8811603 9.7095538 11.4819523 12.1286974 10.3794702 11.5678409 9.9361918 9.6179405 9.2916940 6.1040829 8.8793048 NA 8.8940829 12.1712147 13.3523444 7.7369654 12.5314848 11.2418749 7.9393118 4.0324183 12.3938779 8.2733009 5.2798984 -0.1374891 10.8874052 10.6287493 7.7912619 0.5995082 3.4869846 8.0071546 10.5646692 6.8050112 10.7771308 10.4872919 -0.7223723 12.9745015 8.8848644 11.1936000 11.0549948 9.4900303 5.4673577 9.1409461 13.5904169 7.1888064 NA 4.6350869 8.0457182 12.321501 10.502139 10.228090 3.801097 10.360016 8.813781 9.351675 9.882046 10.335187 14.710749 7.375566 13.480308 7.560622 6.716326 10.830203 9.084889 8.290159 11.765500 13.383989 12.699073 11.569999 11.042406 8.954373 4.720475 6.327382 9.992209 9.228819 10.230639 12.424580 8.544320 6.154050 12.692616 11.041369 1.277509 6.091315 16.143896 9.223709 13.077069 10.070324 8.677346 11.167798 12.931275 1.277509 15.577788 12.245571 8.975370 11.509655 8.841865 9.409391 11.331799 6.511153 10.241875 12.540802 9.941981 9.767884 1.084881 12.296517 NA 5.761349 13.010337 14.510605 10.317824 10.385405 11.656100 9.882046 11.436301 1.447473 14.588910 12.396718 7.302674 10.378413 8.735940 11.646040 9.228819 11.009913 4.184423 10.177269 9.795695 12.492460 11.741186 4.406816 10.874888 10.339580 5.071951 11.007367 5.032423 12.542196 5.977974 1.277509 11.144647 7.008853 10.300942 11.547975 11.535364 11.167798 10.121455 11.186677 TCGA-L5-A4ON 65 1 558 NA esophagus stage iib t1 n1 NA male 2010 NA NA esophagus adenocarcinoma, nos 10 r0 1 white NA 1 2 1 1 1 1 1 1 1 1 7 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 1 4 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.898906e-06 1.141822e-06 32.258064516129 3.2258064516129 21.505376344086 33.8709677419355 9.13978494623656 -0.410620005 10.243336337 10.857839128 6.920213492 12.127081711 8.171878330 10.274337848 9.279295080 6.314083794 8.623637546 7.176762576 -0.410620005 7.883917682 -0.995678394 -1.995390747 9.730169509 1.004321606 13.372679734 0.326307235 5.379374901 NA 12.697875986 12.621687255 -0.410620005 8.549299132 5.683814335 8.940972461 2.610770920 -1.995390747 4.619043192 13.396719106 9.669226299 15.645378025 8.049821329 7.346409128 8.512287735 13.815583834 6.247507932 10.683374777 12.723761379 10.993551670 12.427713171 12.297015690 12.315444271 2.811697076 1.004321606 3.886979283 10.725861018 12.372066025 5.396652728 8.371749206 11.383951236 0.811717624 10.971020267 8.293085346 0.004321606 10.361886547 9.320616224 9.021142945 6.344184039 13.672887216 NA 8.757551355 10.524462183 3.886979283 8.919250388 11.130555055 -1.995390747 9.489660739 10.549781781 9.465302329 6.581763989 10.533460075 -0.995678394 6.317217226 11.892031218 10.407346590 NA 7.366278496 NA 10.185797431 4.759219763 6.531811865 6.037757783 9.812075880 0.1133000 1.0913000 1.0913000 -0.0138150 -0.0138150 0.6594000 0.8258800 -0.0548250 3.6569000 -0.0103370 1.2172000 1.2994000 0.5969200 0.7786800 1.4011000 1.4878000 -0.0218780 0.3780900 -0.0161540 0.6461600 0.0381240 -0.0650450 -0.0258930 -0.0408260 0.5500000 0.0482620 1.3072000 1.2185000 0.6821700 0.1133000 0.1796600 1.0913000 -0.0138150 -0.0138150 1.0439000 -0.0136770 -0.0136770 -0.0124380 0.6594000 0.7364400 -0.0638380 -0.7422000 -0.0588660 -0.7452500 -0.7381900 1.1923000 -0.0444150 -0.7777100 1.6085000 1.3886000 -0.7353800 -0.7353800 -0.0490190 0.0000000 0.0069435 0.0171240 -0.0286280 -0.0171450 0.4302400 -0.0633010 -0.0650450 -0.0650450 -0.0258930 0.6511200 -0.0338140 -0.1786600 -0.0540160 0.5519500 1.2653000 0.6093700 -0.0194520 -0.0194520 -0.0678600 1.1670000 -0.0230180 -0.0230180 -0.7662100 -0.4434000 -0.4434000 0.6881200 0.6881200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.550 0.550 1.265 0.000 0.000 0.000 0.180 1.091 1.121 0.745 0.000 0.000 0.611 0.000 0.000 0.000 0.736 0.534 0.000 0.000 0.000 0.000 0.570 0.000 1.377 1.377 -0.715 0.000 -0.443 -0.443 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.550 0.550 1.265 0.000 0.000 0.000 0.180 1.091 1.121 0.745 0.000 0.000 0.611 0.000 0.000 0.000 0.736 0.534 0.000 0.000 0.000 0.000 0.570 0.000 1.377 1.377 -0.715 0.000 -0.443 -0.443 9.1811311 11.0391335 3.3262641 6.2186533 5.3618876 8.2210805 4.3081133 7.1049970 9.7512687 5.9291471 3.4961939 6.5001902 9.1742596 8.0418814 8.6873291 11.0183551 12.6453866 12.6596976 11.5775084 10.0381017 9.5658803 6.1076230 8.9701188 4.4305997 9.3290776 11.1195409 12.0315495 7.6481907 12.2932259 9.9250596 7.0944472 2.3966527 8.0043345 8.2210805 5.5967921 3.0918014 12.5427661 11.1315229 7.1990912 0.8117176 6.9573377 6.8654215 9.6418652 7.4073468 10.6962962 10.7904000 NA 11.3152313 8.1953939 12.3626424 9.4014743 9.1990915 4.7185808 7.8213180 12.0818179 8.2308068 7.9365496 7.9844743 10.3169339 12.853348664 10.641185726 10.274337848 NA 9.928775950 11.561678642 7.287423350 10.182348912 10.676759904 12.478610909 7.413725234 11.419548214 8.797938043 14.636435209 9.932112564 7.589296842 8.936549314 11.535716041 11.506237701 11.645483173 12.621687255 11.165623949 8.248698485 3.935073091 7.490164155 9.901423708 7.744115338 10.539852941 10.508657027 8.812494375 2.091801369 11.498940182 12.297015690 NA 7.805234406 16.280328554 9.039821077 13.993329865 9.719438621 14.103661852 8.930630610 12.414852193 1.004321606 12.106087067 11.709858988 9.265841922 10.620194069 10.620984508 11.261427738 12.406014104 4.981615228 10.498940232 11.378106513 10.423768180 10.823914994 1.174278571 13.508657039 0.004321606 1.339194 12.127082 16.713135 9.806851 7.422187 10.829293 10.182349 11.744115 7.176763 13.699128 8.570389 9.296656 10.185176 9.029474 10.800983 7.744115 9.283945 1.004322 9.883535 9.755460 12.221535 11.122627 7.562755 10.987685 9.663885 6.422188 10.524462 3.886979 11.130555 1.589284 1.704783 10.533460 7.722011 10.103682 10.329921 10.868521 11.040336 9.035691 10.598659 TCGA-L5-A4OO 75 0 NA 101 esophagus stage iiic t3 n3 m0 male 2010 NA NA esophagus adenocarcinoma, nos 2.5 r0 21 white NA 2 6 NA NA 1 1 1 2 3 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 3.363722e-06 1.075004e-06 34.8837209302326 4.65116279069767 36.4341085271318 14.7286821705426 9.30232558139535 2.03143049 9.52326613 10.00162944 5.65290232 12.03897936 7.24496981 10.31289725 9.13348955 5.66832623 11.49980200 9.63075365 0.33101724 8.21361606 -1.66886808 NA 10.14229970 -0.66909746 12.47521244 3.13781498 4.59775760 -0.08405849 11.61926255 12.90816601 0.65287651 9.27275457 7.44731718 9.53554445 2.41843285 2.13832300 1.65292239 14.54644936 9.41843601 15.53937908 8.23019437 10.21552536 7.97482927 12.43147133 1.65292239 9.89512279 11.63905911 10.85159188 12.11693648 10.75303803 11.70791255 4.50089763 -0.66909746 10.20172329 10.54741599 11.78906836 5.42900662 8.98471409 11.76215739 3.13832300 11.71265136 8.87115952 5.07244027 9.25949165 9.31325379 9.99808476 6.59775909 14.20986235 NA 9.39975152 10.20595461 6.56937868 8.74671484 11.29404993 5.51088282 10.09460055 10.66356931 13.59409569 8.87786784 10.28604551 -0.66909746 5.86235468 11.66817698 10.13550768 NA 7.17646340 -0.66909746 9.75408912 7.83876776 8.78356470 5.44991458 9.90727812 -0.038442 -0.038442 -0.039665 0.146220 0.152180 0.195580 0.114180 -0.231780 0.000000 -0.026714 0.154420 0.147570 -0.330400 0.181170 0.166550 -0.319260 0.356590 0.011818 -0.014228 0.290400 1.008800 0.023566 0.078727 -0.028628 0.138580 0.337550 0.476150 0.236590 -0.024935 -0.038442 -0.038442 -0.301220 0.146220 0.138650 -0.228830 -0.227110 -0.227110 -0.202610 0.195580 -0.344230 -0.332480 -0.315640 -0.331790 -0.155490 0.000000 -0.030404 0.147570 0.145330 -0.330400 -0.330400 -0.319260 -0.319260 -0.316000 -0.032178 -0.032178 -0.509290 -0.330520 -0.328200 -0.229080 0.023566 0.023566 0.023566 0.078727 -0.022332 0.126970 0.139540 -0.334160 0.138580 -0.027740 -0.314330 -0.273920 -0.273920 -0.334220 -0.327280 0.032281 0.032281 -0.066788 -0.024935 -0.024935 -0.024935 -0.024935 -0.328 -0.328 -0.314 -0.314 0.232 0.232 0.000 0.000 0.000 0.128 0.128 -0.200 0.134 0.000 -0.103 0.237 0.237 0.000 0.000 -0.188 0.128 0.000 0.000 0.146 0.146 -0.203 -0.007 0.000 0.000 0.145 0.145 0.000 0.000 0.154 0.154 -0.149 0.181 -0.319 0.357 0.000 0.000 -0.328 -0.328 -0.314 -0.314 0.232 0.232 0.000 0.000 0.000 0.128 0.128 -0.200 0.134 0.000 -0.103 0.237 0.237 0.000 0.000 -0.188 0.128 0.000 0.000 0.146 0.146 -0.203 -0.007 0.000 0.000 0.145 0.145 0.000 0.000 0.154 0.154 -0.149 0.181 -0.319 0.357 0.000 0.000 9.2005671 10.9145262 5.8147888 6.5355444 8.4563869 9.7567136 6.7821844 9.8162994 8.8681916 5.8545343 5.9084022 7.4421091 8.3835414 9.6506454 7.8288251 12.0532471 10.6188904 12.2239903 11.0411339 7.9252981 7.8752229 8.5269604 8.8623547 9.8691621 8.4473172 11.2628188 10.8735215 7.1606964 11.3892069 10.9853855 7.4525065 2.0314305 12.2095990 9.7567136 5.0982300 -0.6690975 11.7820555 10.0465063 8.4756313 2.7232964 7.8551426 8.3505640 9.8608917 9.8628420 10.6537464 10.2840783 0.3310172 12.1775410 9.6088418 10.8380245 9.0588936 9.6012686 1.9159415 6.5058989 11.4873724 7.8791593 NA 7.4628302 10.0635647 11.76807504 9.97257348 10.31289725 -0.08405849 9.61983940 12.01276067 7.37809714 9.15194986 9.85600464 12.71077463 7.49839130 10.59189274 8.01221164 12.18447774 10.74961647 7.89321536 8.40243568 11.06186785 10.03658836 10.82232529 12.90816601 10.14715696 8.72864774 7.72757811 8.55858908 11.41328863 8.01045314 10.05719139 10.32214076 8.88163342 4.63475588 12.22465397 10.75303803 NA 7.97302515 16.95870574 8.86722035 13.62376217 9.88075791 13.48135520 7.36439646 11.71616157 0.91594151 13.02669198 10.97865648 8.26908272 10.34359781 10.31719925 10.26503258 11.94844072 10.47084431 9.83529566 12.68270479 9.66076964 10.05463416 1.33095989 12.53424476 1.79039672 3.1889547 12.0389794 14.2074895 10.7337189 8.3970623 11.4076219 9.1519499 11.4895829 9.6307536 12.6216401 10.5251145 9.7393030 10.0855560 8.0656827 11.1833077 8.0104531 9.8759376 -0.6690975 8.9963091 10.6585259 11.9787689 10.5756344 5.1123332 9.4939939 10.9433810 6.4602560 10.2059546 6.5693787 11.2940499 6.7985794 9.3489857 10.2860455 7.3477817 10.2483453 10.6918204 10.7916851 9.9121738 8.3574966 10.4067866 TCGA-L5-A4OP 67 0 NA 218 esophagus stage ia t1 n0 mx female 2010 NA NA esophagus adenocarcinoma, nos 30 r0 0 white NA 1 1 1 1 1 1 1 1 1 1 0 0 6 0 0 0 0 4 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 3.710497e-06 9.362936e-07 30.3703703703704 1.48148148148148 37.7777777777778 17.7777777777778 12.5925925925926 -1.8185794 10.3592893 9.9154211 6.7888893 12.3036584 7.9826200 10.2077360 10.2550306 6.1604967 7.8036100 8.2395503 2.8819974 8.1004216 -1.8185794 1.5035014 10.6230035 -1.8185794 13.3304167 NA 5.6161871 -1.8185794 12.7000272 12.8890254 -1.8185794 9.0794040 5.8680595 9.2868123 4.4656676 1.7665104 6.4669599 14.0464216 11.1337537 16.0234795 9.0102187 8.1730804 9.2080887 13.7369265 2.6409910 10.6154046 12.4518559 11.2593755 12.1987148 10.6468697 11.1611622 3.7051153 3.3108345 8.6213893 11.1319321 11.9889808 4.5565950 9.4916030 11.6563544 0.7665528 12.9926822 8.3948206 0.9889210 9.8104597 9.0246942 9.2060055 6.0333085 14.0291052 1.5035014 10.2276593 11.0573078 2.9889210 8.5269636 11.9632255 1.6409910 9.9000912 12.8811309 9.8698088 7.0488367 10.4611342 NA 4.9889119 12.7785052 9.9162681 -0.3641992 7.5191802 -0.8183249 10.7270056 4.7051209 8.7306885 4.6893551 10.2541231 0.02791900 0.73360000 0.69447000 0.00499460 -0.00027724 1.36520000 0.00000000 0.15397000 2.59350000 -0.01119800 0.01964300 0.01964300 -0.00678130 -0.00678130 -0.00678130 -0.69866000 0.02791900 -0.69269000 -0.69269000 -0.67729000 -0.67729000 0.65001000 0.01558700 0.68124000 0.06751800 -0.70845000 -0.70190000 -0.62312000 -0.16447000 0.02791900 0.02551200 0.69447000 -0.00027724 -0.00027724 -0.68788000 -0.68788000 -1.29290000 0.02034300 0.02088800 0.00000000 0.00000000 -0.73827000 -0.69794000 -0.69785000 -0.01119800 -0.01938800 0.00305220 -0.71256000 -0.00678130 -0.00678130 -0.69866000 -0.69866000 0.01964300 0.01964300 0.01964300 0.01964300 -0.68606000 -0.69269000 -0.67729000 0.01070300 0.65001000 0.65001000 0.03863000 -0.04793600 0.01516800 -0.03572100 -0.66864000 0.06751800 -0.70845000 -0.70190000 -0.70190000 -0.01917700 -0.62312000 0.68701000 -0.68979000 -0.68979000 -0.67912000 -0.19425000 -0.16541000 -0.16541000 -0.16541000 0.000 0.000 -0.693 -0.693 -0.677 -0.677 0.650 0.000 0.000 0.000 0.000 -0.669 0.000 -0.702 -0.702 -0.623 -0.623 0.000 0.000 0.000 0.000 -0.690 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.142 -0.696 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 -0.165 -0.165 0.000 0.000 -0.693 -0.693 -0.677 -0.677 0.650 0.000 0.000 0.000 0.000 -0.669 0.000 -0.702 -0.702 -0.623 -0.623 0.000 0.000 0.000 0.000 -0.690 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.142 -0.696 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 -0.165 -0.165 9.3633319 11.8171632 -0.2334472 6.2314074 7.3787752 8.2953006 6.1063714 10.0492233 8.7542585 6.0081059 3.6734094 6.4715777 9.7371062 6.6693982 7.8940853 12.0680171 12.2437150 12.2493289 11.1170918 8.9808402 9.6747985 8.7216864 7.9530481 5.0519245 9.3695228 8.6255379 12.5125453 5.8819974 11.9240500 9.8746098 7.2232179 2.2690331 9.9107542 8.2953006 7.5034863 4.2690182 12.9079363 10.2891025 8.6903438 0.9889210 6.1588379 4.7962707 10.3555478 6.8992349 10.7976477 10.9812448 -1.8185794 12.5199466 10.8361945 11.9334163 8.4175728 9.7499896 5.8958043 7.1787375 12.9238152 7.0325582 -1.8185794 8.5641823 10.7763495 12.1360274 10.5606660 10.2077360 NA 10.5105138 10.7814713 8.1899871 8.9272328 10.3201502 11.8078960 6.4294854 10.3072947 8.4819108 9.4436533 11.3655039 6.8181833 8.4247323 11.3823038 11.0795003 11.3087468 12.8890254 10.3379576 8.4704246 5.3713846 7.4853391 9.6567852 7.3389057 11.3037393 8.2887757 8.0112809 1.3514587 11.3417450 10.6468697 NA 6.4294854 17.0993031 9.1616980 14.8122237 9.3370092 15.2086437 7.4646470 11.4034476 0.5034505 11.7330660 11.4715773 8.7226549 12.3347146 10.3371642 11.3605344 11.6331559 8.2300454 10.9356108 11.8012271 10.6567852 10.1019112 2.0884469 13.3383920 NA 0.9909549 12.3036584 15.2076546 11.2235598 7.4079705 10.0199746 8.9272328 11.9447708 8.2395503 14.8704234 8.2835343 7.7342273 10.6735318 8.3147006 11.1732574 7.3389057 10.7146448 3.3108345 9.4424779 10.8245127 12.7417718 11.4373247 6.9759740 11.0856285 9.6368856 7.0049260 11.0573078 2.9889210 11.9632255 1.5035014 5.5478816 10.4611342 7.7608743 9.6430379 10.0309635 11.1211376 10.5244665 9.0317453 11.0555792 TCGA-L5-A4OQ 75 1 42 NA esophagus stage iiia t2 n2 mx male 2010 no NA esophagus adenocarcinoma, nos 35 r0 6 white NA 1 1 2 1 1 1 3 1 1 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2.323395e-06 6.241958e-07 25.5813953488372 9.30232558139535 41.8604651162791 15.1162790697674 8.13953488372093 4.1472416 11.0819192 9.8565634 6.3309581 12.0058406 7.8455189 10.6418646 9.1123173 4.5985558 9.7889628 11.0058405 0.3923174 8.0009211 2.4512507 5.4868752 10.2999898 8.7739011 13.2357112 -2.1923154 3.2992447 NA 11.2513751 12.9201201 1.5078200 8.4789366 8.4629263 9.0009208 -0.1926451 0.9773166 5.0070699 15.0761111 8.6692578 14.3298376 9.4741255 8.3484923 7.3309966 13.6456638 NA 9.6315587 12.2597075 11.0023062 12.3989178 10.4528288 11.2647764 2.9366850 2.9366850 7.5302026 10.0925087 12.0188998 6.1293242 8.9729307 12.6813000 2.1293160 10.3622242 9.0082942 4.3309599 9.3834073 8.8748298 9.2029297 6.7292360 13.2522163 0.8073549 8.8304569 10.6581684 7.3309572 8.6968994 10.9755975 3.1293160 9.9876155 12.4965745 11.4007866 7.5805345 10.5722526 NA 6.8408182 11.6268761 10.5030588 7.7046659 4.8073961 -2.1923154 10.7555802 6.3390893 7.2503392 3.3923586 9.6321197 2.13990000 1.11900000 0.50540000 2.92360000 1.15320000 0.68608000 0.01726400 -0.04942400 2.90960000 0.00444110 0.59980000 0.67363000 -0.03163200 -0.06504500 1.85360000 -0.04847800 0.98121000 -0.02589300 1.04770000 -0.58009000 0.02384700 1.27000000 0.00485790 0.47426000 2.68780000 0.64671000 -0.01862800 1.07200000 0.10950000 -0.09670400 -0.00678130 -0.01312700 1.20270000 -0.01876500 -0.01948500 -0.62960000 -0.62969000 0.01978300 0.00152550 0.00583090 -1.08720000 0.01824300 -0.00816240 -0.62760000 0.00847430 -0.02780800 0.04897200 -0.01601700 -0.03163200 -0.02808100 -0.00249380 -0.00249380 -0.05118100 -0.03956100 -0.60671000 -0.00027724 -0.11430000 0.54665000 -0.01477800 0.53960000 0.56099000 0.60431000 -0.01697900 -0.05941900 -0.69242000 -0.02698800 -0.07441100 1.05060000 0.58399000 -0.00539920 0.56934000 -0.02411400 0.41279000 1.12270000 -0.01945200 -0.06813000 -0.08173800 -0.82871000 0.07988000 0.07988000 0.07988000 0.000 0.000 0.523 0.523 -0.609 0.000 0.604 0.000 0.000 0.000 0.000 0.508 0.508 0.584 0.000 0.452 0.452 0.000 0.000 1.052 1.052 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.607 0.000 0.546 0.546 0.000 0.000 0.125 0.125 0.000 0.000 0.523 0.523 -0.609 0.000 0.604 0.000 0.000 0.000 0.000 0.508 0.508 0.584 0.000 0.452 0.452 0.000 0.000 1.052 1.052 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.607 0.000 0.546 0.546 0.000 0.000 0.125 0.125 9.4535042 9.8321889 -1.1926451 3.7381301 5.9054279 10.0079876 4.6275718 4.8073961 9.2420237 6.0119674 5.6591454 7.5555884 10.4960829 9.5237864 10.6708074 11.8069551 11.6422092 11.1723509 9.0647834 8.0612432 8.8201806 7.9315170 8.9533275 6.0410151 10.2118692 9.7381328 11.6148511 9.2688751 11.0665046 11.6356312 7.8144229 2.6653700 8.5597763 10.0079876 8.4785561 -0.1926451 11.4171514 11.2933505 5.7789392 1.8073961 5.8353026 8.1202783 10.8751659 8.2451476 10.4424334 12.0332807 -1.1926451 11.6941399 8.4736193 11.6251786 8.8633556 9.6379107 4.8408207 8.2942306 12.5709710 8.1568537 5.2082753 10.4174976 10.4866557 12.2456026 9.4553036 10.6418646 0.1293490 9.6735153 11.3169231 8.5267844 9.8091310 11.1813481 12.4289478 9.5555884 10.7925259 7.5805345 11.1483582 10.0201959 7.6066769 10.5844453 11.6357304 10.2400340 11.1479411 12.9201201 10.8734847 8.5302030 5.2831291 8.4266983 10.8382350 8.2305114 11.4515898 9.3368261 8.8435690 0.3923174 12.2639424 10.4528288 NA 7.9596803 15.3401096 7.8855463 14.1682254 10.2170516 10.9054275 6.9520539 11.1810763 0.9773166 12.6525631 11.7012658 9.6923292 8.6938542 10.9722050 9.6199740 12.5318561 9.6159575 10.6688702 12.7176747 10.0493786 11.0446055 2.2668165 12.6284719 2.5622791 2.218812 12.005841 13.961553 9.179717 7.375351 11.361984 9.809131 10.070958 11.005841 13.275160 9.931517 9.107748 10.612535 8.324041 11.739887 8.230511 11.027774 2.936685 9.979198 10.460912 11.695949 10.958888 2.807396 10.254220 11.032452 6.334872 10.658168 7.330957 10.975598 3.936676 5.878858 10.572253 6.178083 9.661095 10.243326 11.299749 9.825943 8.673902 10.224193 TCGA-L5-A4OR 83 1 96 NA esophagus stage ia t1 n0 mx male 2010 no NA esophagus adenocarcinoma, nos NA r0 0 white NA 1 1 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 4 0 0 1 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 6 0 0 0 5.201631e-06 1.872587e-06 24.8780487804878 3.90243902439024 38.0487804878049 19.5121951219512 13.6585365853659 NA 11.04292438 9.72838432 6.31680103 10.91471064 8.45605085 10.55830275 9.36084862 7.13794508 9.01518922 9.28650786 NA 8.42582139 NA NA 9.42401151 NA 13.38777101 2.39459645 4.10829863 NA 12.99889653 12.07984215 NA 9.28893550 5.63339052 8.10058087 1.38067404 1.83822570 5.82756247 13.71900836 9.71833303 13.63786246 8.46299829 8.13012469 8.24870797 13.84294625 0.92067441 11.09003989 12.27444819 11.27136527 12.78188776 11.49200287 12.88035158 3.53210497 0.07272323 7.92317414 10.50709443 12.80585908 5.16859791 9.26151084 11.78629487 0.07272323 11.15469060 9.12548735 -1.24913628 10.06249494 9.23254612 8.70494284 5.91061755 14.13315108 -0.24930775 9.17753540 9.18537475 3.45118473 8.44131208 11.17674918 1.07265464 9.63796719 12.65735537 10.39572948 6.44423305 10.39490701 -1.24913628 4.28990822 12.18628661 9.68995850 -1.78438352 8.12687222 NA 10.73338375 4.32060020 9.10609780 1.65764001 10.95646503 -0.0465830 0.0000000 0.0000000 0.0068044 0.0068044 0.4677600 -0.6322500 1.5208000 -0.2634700 -0.2313300 1.1048000 0.1380600 0.3386400 0.3868400 0.3868400 0.1227000 0.0620800 -0.1214800 -0.1252500 0.0978330 0.0278170 -0.2303100 0.3495800 2.2604000 -0.0835980 3.5643000 1.3510000 0.1518800 -0.2450900 -1.0853000 0.0000000 -0.0541510 0.0068044 0.0068044 -0.4076000 0.4297400 0.4297400 0.0495400 1.5955000 -0.2766300 -0.6322500 -0.6322500 -0.6563100 -0.2634700 -0.2201000 -0.3105000 -0.4108000 -0.5277700 0.3386400 0.3868400 -0.3016900 0.1061400 -1.2929000 3.4487000 -0.2198500 -0.8242300 -0.1214800 -0.1252500 0.0278170 -0.3415900 -0.2303100 -0.2303100 -0.2330000 0.3583900 -0.4937100 -1.2929000 -0.0835980 -0.2342300 0.0399020 -0.6783000 -0.7226100 -0.7380100 0.1518800 -0.0268510 -0.6867000 -0.6867000 -1.0464000 0.2456000 0.2456000 0.2456000 -0.2027400 0.524 0.524 -0.121 -0.121 0.000 0.000 -0.230 0.350 0.358 -0.494 -0.494 0.000 0.000 0.118 0.118 0.152 0.152 0.000 0.000 0.000 0.888 -0.687 0.000 0.305 0.000 0.430 0.430 -0.277 -0.632 0.864 -0.656 -0.231 -0.231 1.038 1.038 0.387 0.387 0.000 0.000 0.021 -0.225 0.524 0.524 -0.121 -0.121 0.000 0.000 -0.230 0.350 0.358 -0.494 -0.494 0.000 0.000 0.118 0.118 0.152 0.152 0.000 0.000 0.000 0.888 -0.687 0.000 0.305 0.000 0.430 0.430 -0.277 -0.632 0.864 -0.656 -0.231 -0.231 1.038 1.038 0.387 0.387 0.000 0.000 0.021 -0.225 8.814816 9.877774 1.451172 6.475260 6.561318 8.949805 5.767554 7.877451 9.004594 5.518932 3.704938 6.832895 9.173862 8.467566 10.285049 11.270506 10.344268 10.433741 12.702168 8.655381 8.999445 4.350660 8.069289 2.210171 9.188868 12.033111 13.614183 6.696190 12.291313 10.782620 8.161198 2.750757 6.864488 8.949805 7.668118 4.704944 11.975050 10.149757 7.770337 1.335712 5.504700 6.488840 9.984067 6.811443 9.997487 10.946734 -2.249479 11.759788 8.396405 11.294503 8.754265 10.154025 5.570924 6.897952 12.555029 8.599127 4.125783 8.411634 10.940262 12.32161030 10.14842116 10.55830275 NA 9.92161053 11.33041605 8.57490984 10.05508080 10.41252465 12.78481472 7.85665522 11.62611197 8.23858674 14.44915282 11.82655997 7.99748719 9.27871219 11.54516243 12.01538857 12.24335089 12.07984215 10.71851318 9.01048978 5.06362805 7.45118638 11.07281553 7.72802661 13.55078699 9.19420823 8.66421935 0.07272323 12.17727342 11.49200287 NA 6.23858626 15.82517956 8.11706903 13.28295029 9.90144588 13.77759418 10.52017117 11.76972910 1.33571191 12.58185487 12.02679826 9.43154566 9.68111435 10.18903160 10.67444547 11.75162686 8.63415361 9.90239743 11.75815233 9.86903887 10.97745982 1.99866489 12.41924381 3.39459645 0.34528282 10.91471064 14.34369569 9.79787046 7.10389309 11.54567006 10.05508080 11.84507173 9.28650786 13.02643462 8.91439620 7.18537499 10.30711609 9.11378618 10.22292975 7.72802661 10.36775480 0.07272323 10.10609767 9.61841138 13.05563261 11.39020035 3.58363942 10.51333628 8.89985868 6.10389414 9.18537475 3.45118473 11.17674918 4.42317475 0.75077799 10.39490701 5.68148300 10.09420994 11.26607685 11.00547999 10.67796897 9.95133878 9.67704253 TCGA-L5-A4OS 86 0 NA 1782 esophagus stage iib t2 n1 m0 female 2010 no NA esophagus adenocarcinoma, nos NA r0 1 white NA 2 6 2 2 2 1 4 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.606464e-06 9.016161e-07 22.1374045801527 3.81679389312977 35.1145038167939 16.030534351145 22.9007633587786 0.417487999 10.395796945 9.879434991 4.300087107 11.890134824 7.559296014 10.746118911 8.912299566 4.843707535 10.268412169 9.725783071 1.876880337 8.059495889 NA 5.472724952 9.663739186 8.428671292 12.592356424 1.224781194 4.032153753 5.131688251 12.085996627 12.910486330 0.002450499 9.228015607 8.570996026 9.147064720 2.180848029 2.587364991 2.002414493 14.313894663 8.387549949 14.671932525 10.258945442 9.916791602 7.730326795 11.840297207 2.739372885 10.017356853 11.255184283 10.943943224 12.759727057 10.200442190 10.383949400 3.371642495 -1.582512001 9.790309069 10.212671954 11.758020165 6.933144157 9.266849072 10.685538556 1.587364991 12.975206833 9.427748206 0.739329676 9.367999792 9.056784822 9.309227811 7.743873739 13.061187469 5.185628719 8.542857371 10.205346568 3.972030884 9.308468275 11.108096812 7.269193084 9.985875230 11.513994450 12.382957753 8.420259216 10.610140553 NA 6.478140237 11.593617127 9.015496454 2.224812058 6.158910565 2.504900007 10.620180045 5.250332530 9.586116195 4.061300980 9.943126348 0.04287400 0.06852200 0.08637700 -0.12862000 -0.12862000 0.08031200 -0.03721800 -0.11939000 0.84494000 -0.08691600 0.33658000 0.39894000 0.00079622 0.00079622 0.59116000 -0.15170000 -0.23508000 -0.02726100 0.41798000 -0.27918000 -0.12108000 0.68533000 0.07383300 0.30250000 1.79110000 0.01572700 0.00221930 3.65690000 -0.18823000 -0.37459000 0.05965100 0.03976100 -0.12862000 -0.13910000 -0.34377000 0.02118300 0.04599100 0.04319700 0.08031200 0.01796300 -0.28988000 -0.12512000 -0.15285000 0.39562000 -0.06812700 -0.08691600 -0.08399700 -0.15503000 0.00079622 0.00079622 -0.15170000 -0.15170000 0.04675900 0.03369000 0.03369000 -0.32774000 0.04244900 -0.02452400 -0.12108000 0.00763920 0.00763920 0.00763920 0.05032400 0.05039200 -0.39586000 -0.32670000 -0.00124730 0.01614600 0.00221930 0.00221930 0.00221930 0.00221930 -0.37245000 0.35064000 -0.39029000 -0.39029000 -0.18131000 0.00000000 0.00000000 0.00000000 0.00000000 0.000 0.000 0.000 0.000 -0.279 -0.121 0.000 0.000 0.000 -0.327 -0.327 0.000 0.000 0.000 0.000 -0.363 -0.363 0.000 0.000 0.715 0.715 -0.390 -0.126 -0.139 -0.139 0.000 0.000 0.000 0.000 -0.119 -0.119 0.396 0.000 0.337 0.000 0.000 0.000 -0.152 -0.152 0.000 0.000 0.000 0.000 0.000 0.000 -0.279 -0.121 0.000 0.000 0.000 -0.327 -0.327 0.000 0.000 0.000 0.000 -0.363 -0.363 0.000 0.000 0.715 0.715 -0.390 -0.126 -0.139 -0.139 0.000 0.000 0.000 0.000 -0.119 -0.119 0.396 0.000 0.337 0.000 0.000 0.000 -0.152 -0.152 0.000 0.000 10.218343940 10.905535178 0.002450499 3.172327492 7.110931122 9.902770181 5.158910565 9.461154856 9.173166169 5.852071270 7.979686415 8.250333952 10.081002149 10.567825961 10.328086735 10.739372126 7.530039520 10.323582976 9.657639112 8.006158865 8.150035630 5.893177736 9.028468869 0.739329676 9.592793938 10.202078877 11.473065374 10.183144434 11.859501087 10.913798516 7.599838475 5.348182836 3.061292338 9.902770181 6.329853731 0.002450499 11.663293779 11.849333316 5.483532046 4.394726772 5.925237531 7.763957926 9.871743253 9.031233345 10.414623510 11.021070330 NA 12.188314343 8.202078754 11.075655498 8.796822249 9.965302488 4.324335386 7.520731813 12.660617976 8.484313381 5.774995214 12.066924722 9.895707959 12.2012608 10.4373821 10.7461189 NA 10.0394958 10.7080389 9.5376818 10.4181483 10.9612009 12.1294335 11.6108153 11.4427566 8.0845554 10.0684956 10.9958167 8.2582221 10.0344522 11.3799786 10.1940662 10.2352271 12.9104863 10.6789513 8.7639576 8.2264083 9.1823156 8.7584068 7.9758646 12.1422776 9.6201800 8.9132990 3.3243354 11.6609155 10.2004422 NA 8.0358295 15.9093298 8.4618379 13.9767912 10.2041220 11.2322267 7.6390310 11.8886111 0.7393297 12.8200391 12.1310453 9.1614368 8.6842307 10.1015789 10.3115038 12.3622475 10.7611849 10.3307074 12.0794625 10.1909953 10.9289496 1.2247812 12.8189235 -1.5825120 4.941008 11.890135 14.259006 9.325086 7.737116 10.903273 10.418148 11.237224 9.725783 12.807613 10.458076 9.421664 10.326962 9.039496 11.382868 7.975865 10.609429 -1.582512 9.976343 10.089427 12.145790 11.455506 2.324321 10.734574 10.733726 6.531186 10.205347 3.972031 11.108097 5.597352 4.843708 10.610141 7.135120 9.574791 10.833714 11.148126 10.139398 9.034911 10.870200 TCGA-L5-A4OT 77 1 149 NA esophagus stage iv t3 n1 m1a male 2006 no NA esophagus adenocarcinoma, nos 40 r1 6 white NA 1 1 3 3 1 1 2 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 4 4 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 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 7.525027e-06 1.907265e-06 15.3846153846154 1.46520146520147 19.7802197802198 52.7472527472528 10.6227106227106 0.47238379 10.20835813 10.32256601 5.67205189 12.01516918 7.13030491 10.70869232 9.20962638 5.86357922 11.10150800 9.00376047 0.47238379 8.96423226 NA NA 9.86784906 3.47238379 12.66870231 -1.52782420 3.37927439 NA 12.02432764 11.65988586 3.75778068 9.18490608 6.75314988 8.81445365 1.47238379 NA 4.27973128 14.06366770 9.11443080 13.79939451 8.84734241 9.27166074 7.34274407 12.79515230 NA 10.55984195 11.84557869 10.69788786 12.43065995 14.16980828 12.74296646 4.53846988 1.05734629 7.43527521 10.74763068 12.25375934 5.83870222 9.62276109 12.03284212 3.37927439 11.72829286 9.07652462 3.82993072 9.91065112 9.46390094 9.66528830 7.06483652 13.19395898 NA 10.98017379 11.16608385 6.12343031 8.76054166 11.66713599 4.05733762 9.72504462 10.93769043 11.89772617 8.73447389 9.21589235 -1.52782420 5.67205189 12.16030150 10.04460559 0.02332633 8.14833625 -0.52761621 9.32334732 7.13059012 7.21721326 4.86469626 9.68121100 -0.2138600 0.4402800 0.4489200 -0.0442150 -0.0442150 0.0533040 -0.3228900 0.3468700 0.0000000 -0.0432660 0.7551800 0.7551800 3.6569000 0.3627200 0.3431500 0.0343210 0.0484710 0.7183800 0.0047851 3.6569000 0.1302900 0.0246150 0.0405660 0.4656200 0.1000800 0.7705000 -0.6056900 0.0309400 -0.0229520 -0.1956900 -0.2155900 0.4489200 -0.0442150 -0.0376970 -0.6400600 0.0714590 0.0714590 0.0533040 0.6997900 -0.3245500 -1.2699000 -0.2427200 -0.2610100 0.0398280 0.0000000 -0.0432660 1.4265000 0.0523080 -0.3197800 0.3627200 0.0159330 -0.6476700 -0.2260700 -0.2300000 -0.2300000 -0.2215200 -0.0270590 -0.0337490 0.1261600 -0.3183800 0.0246150 0.0246150 0.0405660 -0.2332600 0.0893400 -0.6263200 -0.5989100 0.1000800 0.7705000 -0.6056900 -1.0162000 -0.6136000 0.0870720 0.7874500 -0.6172400 -0.6172400 -0.6018200 -0.0078206 -0.0229520 -0.0229520 -0.0229520 -0.226 -0.226 0.000 0.000 0.130 0.130 0.000 0.000 -0.233 -0.605 -0.605 -0.499 0.100 0.165 -0.606 0.000 0.000 -0.234 -0.234 0.787 0.787 -0.617 -0.602 0.000 0.000 0.000 0.000 -0.322 -0.322 3.657 -0.269 0.000 0.000 0.695 0.695 0.363 0.363 0.000 0.000 0.000 0.000 -0.226 -0.226 0.000 0.000 0.130 0.130 0.000 0.000 -0.233 -0.605 -0.605 -0.499 0.100 0.165 -0.606 0.000 0.000 -0.234 -0.234 0.787 0.787 -0.617 -0.602 0.000 0.000 0.000 0.000 -0.322 -0.322 3.657 -0.269 0.000 0.000 0.695 0.695 0.363 0.363 0.000 0.000 0.000 0.000 9.72563568 9.11443080 1.05734629 5.76700056 6.62212652 9.83487094 4.72030583 5.60166086 9.13059064 5.30527016 5.18662337 7.27973407 9.47096954 8.60808845 10.02600838 10.96097246 9.18024734 11.73931204 11.64011088 7.32100177 9.01554635 5.35502331 9.18748322 0.79427029 9.47167460 12.79317966 12.59512624 7.75082889 10.79031453 10.43129430 8.08155800 2.27973871 2.64230879 9.83487094 4.26080101 0.05727697 11.13437986 11.22893542 8.03843289 2.17280751 7.58124352 8.74733973 9.89759500 9.64855227 10.42111135 11.14369902 NA 12.30615869 7.81445365 10.84170381 8.87325861 9.47167460 2.27973871 5.83870222 11.85621841 8.16576173 NA 7.60166235 10.58839814 12.5944791 10.7846949 10.7086923 2.6423088 10.2364213 11.8350079 8.5977926 9.6385422 10.6052001 11.3940341 7.1162358 12.7144367 7.2893623 13.8358637 10.9727231 7.7059986 9.1261198 11.8337747 10.7101448 11.9721005 11.6598859 10.6628212 8.6372860 6.8387010 8.2651696 10.5769779 8.5249471 10.6824416 11.5781240 8.9281790 3.7943119 12.1401560 14.1698083 NA 8.5545282 17.2042296 9.9969208 14.2717619 9.2372506 12.9202372 8.2973377 12.2086753 3.5167716 12.6898461 12.0275674 9.5867722 10.7332987 10.0085827 11.1745518 12.4221147 8.1377151 9.9142859 12.5055500 9.4453588 10.7039004 0.4723838 12.7302089 2.2797387 2.724105 12.015169 13.957704 9.857702 7.834323 11.122758 9.638542 11.685179 9.003760 13.255736 10.716148 9.249634 10.149945 8.956195 11.418737 8.524947 10.543842 1.057346 9.243869 9.909091 12.409385 11.119388 4.720306 10.979926 10.613209 7.429481 11.166084 6.123430 11.667136 5.279735 2.172808 9.215892 7.019274 9.985613 10.603271 11.070432 10.765276 9.952154 10.747922 TCGA-L5-A4OU 81 0 NA 882 esophagus stage iia t3 n0 m0 male 2009 no NA esophagus adenocarcinoma, nos 30 r0 0 white NA 1 2 5 5 1 1 2 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5.270986e-06 2.150008e-06 17.2093023255814 2.32558139534884 28.3720930232558 44.1860465116279 7.90697674418605 -1.1552126 9.3963670 9.8753259 6.3760403 11.5991288 7.9611585 10.0363349 9.0985061 5.9792914 8.8432493 10.2938074 NA 7.5623355 NA -1.1552126 10.1730363 0.4296427 12.4519498 -0.1553733 3.1665869 NA 11.5558956 14.5514785 2.6520046 9.4849036 7.5962032 9.1922802 1.2533842 0.4296427 2.0145695 13.7917021 9.0369516 15.7795372 9.7272102 10.2487360 6.7812968 12.5025354 1.6520046 9.9354328 11.7507244 10.7192559 12.6022571 12.1076345 11.7814807 4.0541104 -0.1553733 7.4296210 11.0427968 11.7375924 5.0145829 8.6791299 11.4324574 4.9531814 10.8849485 7.5623355 3.6520160 9.0258109 9.4069012 9.4538375 6.5725790 13.8095411 NA 8.6696175 10.6893645 5.5861252 8.9400557 10.8611189 4.0925880 10.2646190 12.8707499 13.0393387 8.1254295 9.3183645 1.6520046 2.3041021 11.9859677 10.6716044 NA 6.5311600 2.1665869 9.6235573 6.6775491 6.1484400 4.7515494 9.2787031 -0.11072000 -0.00041585 -0.00041585 0.00000000 0.00000000 0.61324000 -0.01179900 0.60575000 0.01016200 0.02076300 0.10045000 2.23540000 0.00305220 0.00305220 0.00305220 0.27001000 0.24249000 0.31049000 2.87030000 1.31910000 0.01502800 -0.17487000 -0.07387700 0.39928000 3.65690000 0.05580000 0.04117500 0.02010000 0.01782400 -0.11072000 -0.11072000 -0.00041585 0.00000000 0.00930980 -0.00221680 0.00610900 0.00610900 0.00610900 0.61324000 -0.01179900 -0.01179900 -0.00429290 -0.00498440 0.06050800 0.02076300 0.02076300 -0.84947000 -0.63443000 0.00305220 0.00305220 0.27568000 -0.32565000 -0.02876500 -0.00290910 -0.00290910 -0.00290910 0.31049000 -0.30510000 0.01502800 -0.17487000 -0.17487000 -0.17487000 -0.12135000 -0.20436000 0.20519000 -0.47765000 -0.63206000 -0.37493000 0.04117500 -0.58402000 -0.59468000 -0.59468000 -0.00539920 0.27979000 -0.20796000 -0.20796000 -0.35168000 0.01782400 0.01782400 0.01782400 0.01782400 0.000 0.000 0.310 0.005 0.000 0.000 -0.175 0.000 -0.204 0.205 0.205 0.000 0.000 0.000 -0.584 0.000 0.000 -0.110 0.000 0.280 0.280 -0.208 -0.349 0.000 0.000 0.000 0.000 0.000 0.000 0.606 0.000 0.000 0.000 -0.465 -0.565 0.000 0.000 0.242 0.242 0.000 0.000 0.000 0.000 0.310 0.005 0.000 0.000 -0.175 0.000 -0.204 0.205 0.205 0.000 0.000 0.000 -0.584 0.000 0.000 -0.110 0.000 0.280 0.280 -0.208 -0.349 0.000 0.000 0.000 0.000 0.000 0.000 0.606 0.000 0.000 0.000 -0.465 -0.565 0.000 0.000 0.242 0.242 0.000 0.000 10.266198 9.051673 7.224037 7.541626 8.193387 9.268825 5.932123 8.150721 9.570877 5.810443 4.304088 8.788639 9.567466 7.531159 9.857981 11.913773 11.012168 11.243937 11.658841 7.481284 9.017761 6.664838 8.970072 NA 9.136980 12.032011 11.976194 6.166587 11.112970 9.986766 7.680709 2.304102 10.776504 9.268825 6.180048 -1.155213 11.551802 9.289674 7.781297 3.368224 7.205725 6.839012 9.747787 9.628476 10.845011 11.248470 NA 14.277103 9.774657 9.966192 9.139279 9.786440 4.054110 7.798855 13.090731 8.382440 NA 7.693282 10.908054 11.5614782 9.8649443 10.0363349 -0.1553733 9.3324987 12.4971677 8.8319228 10.3330010 9.7966719 14.0942167 7.3405142 12.4272712 7.8017607 11.9548158 10.7295925 8.0344832 8.6325612 10.8569341 10.5566827 11.4595986 14.5514785 10.1643309 8.6712074 7.1067535 8.7620308 11.1210740 9.0057907 11.2139835 10.3564115 8.3020398 4.5450973 12.2486028 12.1076345 0.8446267 8.7041935 16.9946080 8.7753960 13.9905511 9.6309283 12.8653783 7.7783492 11.8347627 2.1665869 12.0005901 11.8251554 8.2979292 9.3224170 9.9295667 10.5683197 12.0026372 8.2876020 9.7798237 12.4304394 9.5995464 10.2630385 0.4296427 13.1668686 4.4593660 3.1218940 11.5991288 13.8632928 10.2577578 7.7635218 11.9379113 10.3330010 11.1691207 10.2938074 13.0522070 9.5019773 8.9597024 9.9616524 7.7545522 11.1958741 9.0057907 9.9810091 -0.1553733 8.6028818 10.2672493 11.9867658 10.7919304 4.5170867 10.4145144 9.8691058 6.0925859 10.6893645 5.5861252 10.8611189 4.4296227 3.2369824 9.3183645 7.2369766 9.9531832 10.6909327 10.5678931 10.3122643 9.1575417 10.2326761 TCGA-L5-A4OW 56 1 217 NA esophagus stage iib t2 n1 m0 female 2006 no NA esophagus adenocarcinoma, nos 40 r0 2 NA NA 1 2 1 1 1 1 1 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 7.767769e-06 2.011297e-06 24.2957746478873 1.40845070422535 35.5633802816901 25.7042253521127 13.0281690140845 1.66111110 10.62860520 10.28643428 5.74855247 11.93418696 7.76829749 10.41497597 9.00893362 5.54861541 9.85436959 9.85683198 NA 8.07725475 0.66111110 NA 9.69267896 1.14652489 12.98165889 -0.07582409 4.17205541 0.33913738 11.94718638 16.85290950 1.66111110 9.01070376 6.24605269 8.51283960 2.27178421 -0.07582409 3.58708891 14.64671923 9.17679050 14.82911013 9.41638566 8.12379757 7.85298885 13.04457904 6.05340897 10.55651458 11.86168042 11.51190265 12.78624585 11.28204364 12.06623217 3.69671721 0.66111110 6.10734682 10.54220464 12.20663443 4.22180750 9.85042112 11.55867603 1.50908773 11.86125370 9.66323626 3.14652489 9.87638096 9.14329366 8.99111137 6.29335945 13.68616106 NA 8.74855348 10.65346260 4.92412365 8.78624577 11.35056460 2.79858974 9.49144748 13.42939913 11.25783956 7.13032550 10.85079669 -0.07582409 5.24605459 11.98886789 8.32926669 -1.17527287 7.82096202 1.92413790 10.39952083 5.59655057 7.61761219 5.54861541 10.13938303 1.01630000 0.05893700 0.05323700 -0.00995650 0.01992300 0.42519000 -0.30839000 3.65690000 0.78022000 3.65690000 0.71283000 2.42540000 0.48492000 0.48492000 0.48492000 -0.11600000 0.37627000 0.05722600 0.08652200 -0.11730000 -0.11730000 0.33953000 -0.22478000 0.18086000 3.65690000 0.26640000 1.58580000 -0.02534600 0.00660610 -0.29933000 -0.44599000 0.05323700 0.00000000 0.01992300 -0.15452000 -0.15452000 -0.15452000 0.41463000 0.42519000 -0.35168000 -0.30839000 -0.40196000 -1.01270000 -0.48439000 -0.09778100 0.25386000 0.02230400 -0.39675000 0.48492000 0.48492000 -0.12572000 -0.11600000 -0.03108600 -0.03108600 -0.03108600 -0.29027000 0.01377200 0.07933000 -0.11730000 0.28089000 0.33953000 0.33953000 -0.27152000 0.15591000 -0.03924300 -0.91920000 -0.13781000 0.29437000 0.26640000 -0.18043000 0.24311000 0.24311000 -0.02534600 -0.03939400 -0.32124000 -0.32124000 -0.18484000 -0.03258700 -0.00013862 0.00660610 0.00660610 -0.289 -0.289 0.000 0.000 -0.117 -0.117 0.340 -0.347 0.181 0.000 0.000 -0.273 -0.273 0.117 -0.150 0.000 0.000 0.000 0.000 0.759 0.759 -0.321 -0.185 0.291 0.291 -0.155 0.260 -0.376 -0.376 0.119 -0.140 0.115 0.115 0.608 0.000 0.485 0.485 -0.116 -0.116 0.000 0.000 -0.289 -0.289 0.000 0.000 -0.117 -0.117 0.340 -0.347 0.181 0.000 0.000 -0.273 -0.273 0.117 -0.150 0.000 0.000 0.000 0.000 0.759 0.759 -0.321 -0.185 0.291 0.291 -0.155 0.260 -0.376 -0.376 0.119 -0.140 0.115 0.115 0.608 0.000 0.485 0.485 -0.116 -0.116 0.000 0.000 8.6577054 9.5065807 4.1465167 7.0465216 7.0115884 8.5314555 5.7485525 8.3903715 9.4697332 6.3998581 3.1971420 7.9991584 10.7865042 8.8016650 9.1822985 11.2509291 10.6405645 11.3744772 10.9513400 8.0957188 8.3185021 6.7903733 8.5339195 7.9203630 8.9648713 11.8373886 12.2894451 5.5965506 12.0154624 11.0486773 7.4292753 3.4266271 9.9937986 8.5314555 5.3985624 0.3391374 11.3646483 9.6983631 6.7400425 2.9241189 6.0465216 6.1465167 9.7379063 8.0704816 10.0186428 10.7333573 NA 12.0877748 9.0534082 12.3079194 8.6633432 9.3978310 7.1368240 7.8128685 12.5437338 8.2310070 3.6245688 9.2149119 9.7501439 12.2269544 9.8622344 10.4149760 NA 10.0339558 11.1769877 9.3821900 10.3146309 11.0495386 12.1270050 8.7163733 13.3320567 8.0291608 12.8838856 10.5760738 8.7163733 9.5583312 11.5590874 11.1333348 12.1168289 16.8529095 10.9304512 8.8627244 5.1593426 7.2490556 10.1461150 8.7664756 12.1133320 10.6068271 8.7964615 3.0940502 12.0602618 11.2820436 NA 5.8627241 17.0812776 9.5203150 12.9158831 9.9879696 13.4191057 12.4138895 11.2565347 0.6611111 12.7243564 11.9812143 9.2962647 10.1102394 10.8051014 10.1975322 12.2727611 7.1593416 10.0278500 12.4183232 9.9269401 10.7924332 0.9240999 13.0433365 0.3391374 3.1136838 11.9341870 13.4559460 10.0208402 8.1830835 11.2862516 10.3146309 11.4965096 9.8568320 13.4532710 8.7239462 8.5486162 10.3809997 8.6071198 11.2068275 8.7664756 10.6773419 0.6611111 10.0076045 10.6065346 12.1828874 10.5622593 4.8310158 10.7109392 9.7722265 6.3107055 10.6534626 4.9241236 11.3505646 2.7985897 1.1465249 10.8507967 7.1877856 10.0287238 11.3756797 10.4365365 10.6271635 9.8310057 10.9940224 TCGA-L5-A4OX 60 1 226 NA esophagus stage iib t2 n1 m0 male 2006 no NA esophagus adenocarcinoma, nos 28.75 r0 3 white NA 1 2 1 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 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 3.091275e-06 1.113973e-06 25.4777070063694 7.00636942675159 28.6624203821656 28.0254777070064 10.828025477707 NA 11.80407240 10.28493535 6.02023104 12.09153992 6.71009283 10.20459731 9.83857097 5.18235065 7.86690921 9.03646707 NA 8.13981378 NA NA 10.54645030 1.09545188 13.80941119 -1.90454812 5.99023787 -1.90454812 12.43867468 11.99430432 NA 8.82163784 5.66527622 8.13159309 1.46978181 NA 1.41732596 13.90644297 9.72659658 14.72930836 9.77073276 8.12055930 8.15343854 13.70228740 -1.90454812 10.15814033 12.06292235 9.93659068 12.63663722 10.92633084 12.09621184 2.55485895 -0.31958562 4.86360152 11.21290032 12.91257412 4.58727497 9.37503009 11.25844649 0.68041438 12.84769567 10.08498081 0.68041438 9.54920459 8.30609086 8.39233589 6.08977355 13.24627748 NA 9.19673883 10.68717567 2.61899035 8.85114186 11.29386463 1.55483440 9.97155275 13.79102849 11.35030054 6.35280795 10.19709982 -0.31958562 2.26534687 11.52770048 7.86360400 0.04404433 6.94090905 NA 10.90398161 4.00230647 7.58124880 6.30973827 10.61466513 -0.2361800 0.5558400 0.5739800 0.7362500 -0.0297210 -0.6107600 -0.5483400 0.0820430 0.0573680 0.1023500 0.0711040 0.0711040 -0.5375400 0.9702800 0.5343200 -0.1134000 0.0133530 -0.0362650 -0.0362650 0.0690950 0.0690950 0.0373590 0.1043900 0.0778620 -0.0701350 0.0126550 -0.0418520 -0.1531100 -0.0910560 -0.2361800 -0.1073600 0.5739800 -0.7156000 -0.0297210 0.0583670 -0.6612400 -0.6612400 -0.6612400 -0.6107600 -0.5483400 -0.5569700 -0.5214300 0.0214630 0.1383500 0.1023500 0.0321240 0.0680910 0.0680910 -0.5375400 -0.5375400 -0.1134000 -0.1134000 0.0857990 0.0000000 0.0000000 -0.0361290 -0.0866510 -0.0362650 0.0690950 -0.0268510 0.0093109 0.0093109 0.1043900 0.0778620 -0.0398010 -0.8387300 -0.7707300 -0.0623610 -0.0418520 -0.5981300 -0.6139000 -0.5993500 -0.1531100 0.2816900 -0.2963800 -0.3553300 -0.0301310 0.1026400 -0.0146410 -0.0146410 -0.0910560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.000 0.000 0.000 -0.657 0.000 -0.598 -0.598 -0.153 -0.153 0.448 0.556 0.202 0.202 -0.296 0.000 0.000 0.000 -0.625 -0.625 -0.548 -0.548 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.100 -0.113 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.000 0.000 0.000 -0.657 0.000 -0.598 -0.598 -0.153 -0.153 0.448 0.556 0.202 0.202 -0.296 0.000 0.000 0.000 -0.625 -0.625 -0.548 -0.548 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.100 -0.113 0.000 0.000 0.000 9.363377 10.253714 2.795850 7.446359 8.357515 9.448566 5.343347 8.670013 9.814808 5.863604 2.953396 8.099640 8.431926 6.014284 6.642315 10.615793 8.808548 11.799107 11.081262 8.173570 8.725077 5.863604 7.224702 4.435269 9.062646 11.855516 12.350669 6.150702 11.543444 10.679912 8.152057 3.823342 9.563535 9.448566 6.172235 2.795850 11.167050 10.865877 8.287712 1.095452 3.710129 7.252767 10.099289 7.329039 10.065166 11.030769 -1.904548 11.814487 9.633608 11.596261 8.493094 10.224381 4.117786 6.043786 13.127853 6.961029 5.896320 8.069834 10.350448 12.54978313 10.32993769 10.20459731 NA 10.56429814 8.51116123 9.69579708 9.38139976 10.92573668 12.68155565 8.17223497 11.12401634 7.30487331 10.34482938 10.85655524 8.22856187 9.80148381 12.01232535 10.58657120 12.28044984 11.99430432 10.16319000 9.13365265 3.90277787 7.48343692 10.64664718 8.12884241 12.41960012 10.90055884 9.05952212 2.73928647 12.03224152 10.92633084 -1.90454812 6.86029119 16.19688010 9.32784048 13.61968579 9.92037831 13.55334545 11.05034286 11.35839527 1.26531687 12.88480038 12.44518456 9.29386451 10.78738112 10.81406161 10.65144658 11.89854165 7.35516254 10.12505191 12.91103953 10.45763738 10.92276226 1.68036937 13.16604368 0.09545188 2.1026245 12.0915399 14.1141359 10.5153797 7.8536427 10.1648694 9.3813998 11.8955106 9.0364671 13.7996745 7.9456065 7.4441477 10.2966797 9.4419333 11.3318823 8.1288424 10.3665907 -0.3195856 8.9291004 10.1973952 12.2668310 10.7934730 3.7958604 9.9580569 9.5414690 4.6500063 10.6871757 2.6189904 11.2938646 2.5548589 -0.9045481 10.1970998 7.6384511 10.2734619 11.8977340 11.2874041 9.9970407 9.0961237 11.2556061 TCGA-L5-A88S 84 0 NA 471 esophagus stage ib t3 n0 mx male 2013 no NA esophagus squamous cell carcinoma 30 r0 0 white NA 3 5 NA NA 3 3 5 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4.750823e-06 1.248392e-06 20.4545454545455 2.84090909090909 43.1818181818182 21.0227272727273 12.5 5.0202933 9.7657759 10.3011454 NA 11.7234075 7.6377899 9.9322370 9.4459692 4.1415963 10.5700272 5.1416004 3.8312591 8.0700463 NA -0.8124856 9.9984567 -0.8124856 12.2264405 NA 3.9947607 3.1874035 11.9301337 11.1185100 NA 10.1725335 5.7723660 8.2208262 7.8339982 6.0577687 1.9947607 14.5239098 10.1437794 13.6791505 8.5470869 9.0469379 8.0883001 15.0755994 10.7448669 10.2900351 11.8939899 10.9667121 11.9658911 11.7798603 11.9322370 5.2534939 0.1873877 3.9422893 11.2358901 11.5691030 6.8167597 8.3422214 12.5817681 5.5272518 11.9497852 8.0107703 8.0391521 9.4317671 9.2249502 10.0399328 8.2959278 13.3467227 NA 7.2372520 11.0569971 7.1181406 8.7873159 10.7544086 5.5797202 10.3307864 10.6947024 13.7628243 9.7553593 10.4456159 1.1873877 4.5093285 12.9809049 9.4447911 NA 6.1299177 1.9947607 9.8482906 7.7723654 7.9119168 9.6020884 9.5786469 0.080106 0.087906 0.087906 -0.063761 0.819340 3.656900 -0.393570 1.442000 1.933300 0.105200 0.179290 0.410210 0.043663 0.049447 -0.401350 -0.400180 -0.419420 0.135770 3.583100 2.632100 2.122600 1.799600 -0.205160 0.121610 0.040091 -0.164390 -0.164390 -0.321170 0.041256 0.080106 -0.400240 0.087906 -0.063761 -0.402010 -0.403450 -0.403450 -0.403450 0.130450 0.134400 0.078436 -0.637500 -0.382170 0.107100 0.088341 0.105200 0.105200 -0.337730 -0.355150 0.043663 0.049447 -0.394800 -0.889770 -0.073934 -0.073934 -0.073934 -0.060268 -0.389450 -0.218050 0.051468 -0.434790 -0.011946 1.794400 -0.205160 0.113830 0.127640 0.127640 0.040091 0.067313 -0.164390 -0.164390 -0.164390 -0.164390 0.020142 0.533190 -0.140190 -0.140190 0.068747 -0.009464 -0.026934 -0.026934 -0.026934 0.000 0.000 -0.389 -0.389 0.000 0.000 0.000 -0.205 0.122 0.128 0.128 0.000 0.000 -0.164 -0.164 0.000 -0.321 0.000 0.000 0.533 0.533 -0.140 0.000 0.000 0.000 -0.256 0.148 0.000 -0.379 1.131 1.131 0.105 0.105 0.179 0.179 0.000 0.000 -0.400 -0.400 0.000 0.000 0.000 0.000 -0.389 -0.389 0.000 0.000 0.000 -0.205 0.122 0.128 0.128 0.000 0.000 -0.164 -0.164 0.000 -0.321 0.000 0.000 0.533 0.533 -0.140 0.000 0.000 0.000 -0.256 0.148 0.000 -0.379 1.131 1.131 0.105 0.105 0.179 0.179 0.000 0.000 -0.400 -0.400 0.000 0.000 10.941873 10.959718 5.710966 3.831259 8.190218 7.458866 6.588283 5.416222 9.311524 6.852739 6.527253 6.387075 9.527253 9.121094 8.314108 11.485752 9.659282 11.404149 9.465853 7.683259 7.385160 4.994756 10.114440 NA 8.808594 11.073481 11.997573 8.057768 12.106211 11.142690 7.352310 2.994761 10.888276 7.458866 4.599169 NA 10.861595 9.401722 7.922113 5.816761 8.715799 8.250798 9.958067 12.127900 10.750599 10.792420 4.274865 12.306506 9.157509 9.405361 10.978566 9.066987 1.509341 7.454190 12.416522 7.940921 NA 7.076146 9.422221 11.8258391 10.3852342 9.9322370 0.1873877 9.6209886 8.2748659 6.9016489 9.4258080 10.2166905 13.2339193 6.5537260 11.1524659 6.9355965 10.5355781 11.1470430 8.3497947 8.3422214 11.3105546 12.2076627 9.4258080 11.1185100 10.6256752 7.6010309 9.0375901 8.6892404 7.6136679 9.3063443 11.1753777 11.8774012 8.4635276 4.1874035 11.7975053 11.7798603 0.7723924 8.0639203 15.3646886 9.0822209 13.6302171 9.8231214 10.5754205 3.1874035 12.3086129 2.1873877 12.5164749 11.0348521 8.8438281 10.8549583 9.7270759 10.6334526 12.1275332 4.9422893 10.1711094 13.1988340 9.6052558 10.4530183 2.1873877 12.7573774 6.1531872 4.7419900 11.7234075 13.8712192 9.9007897 7.9522747 10.9613666 9.4258080 11.6991559 5.1416004 12.3829292 11.1689705 11.5542718 10.5764967 8.1531877 11.6542444 9.3063443 9.3809285 0.1873877 9.8267439 9.3409552 12.5531788 10.2913466 5.7265615 10.4751214 8.8384548 7.6832585 11.0569971 7.1181406 10.7544086 7.3472741 6.4162216 10.4456159 7.7226785 10.4974479 10.6802578 9.8747788 9.8660034 8.8149371 10.6585703 TCGA-L5-A88T 86 0 NA 694 esophagus stage iib t2 n1 m0 male 2012 no NA esophagus adenocarcinoma, nos 17.5 r0 2 white NA 2 7 NA NA 6 2 5 2 3 3 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.502432e-06 7.282284e-07 26.8292682926829 3.2520325203252 45.5284552845528 16.260162601626 8.13008130081301 NA 10.40875102 10.51454946 2.18846423 12.14646068 7.41263081 9.39491665 10.35684852 5.34662719 7.64537311 7.58605838 2.07299756 7.77804492 NA 4.97987901 9.59312908 2.07299756 12.79996941 0.07299756 3.88034269 0.07299756 12.60988327 13.33816401 1.94744174 10.05503143 6.34600660 9.05408005 9.59485716 0.80999058 3.29538508 14.22138566 10.14579105 13.79016439 7.28552521 8.32091605 8.45528118 11.69869738 13.96394940 10.28284796 12.09541759 10.79721811 12.38123272 10.34911290 11.35356601 4.73595535 1.29537039 6.43054120 10.97209366 12.42902227 4.69747916 8.48802609 13.40345168 5.39491537 11.50361528 8.61613638 4.48802649 10.07814520 8.93820639 8.71082090 5.91429184 13.81382335 NA 8.29215688 11.04213520 5.28244351 8.64378045 11.64363485 5.78264707 10.46852263 11.95308219 12.26353342 8.75129533 10.26559782 0.80999058 NA 11.51143384 11.13165674 0.07299756 4.71684278 0.07299756 10.17933339 6.78723393 8.21083350 12.91560076 10.89740638 -0.0118720 0.0039449 0.0039449 0.0171330 0.0171330 -0.0057548 -0.0454410 0.0063076 0.0061002 0.0544370 0.6013200 0.0213830 -0.0747540 0.0772040 0.0772040 -0.0364790 -0.0364790 -0.0189810 -0.0189810 0.0198430 0.0198430 0.0968780 -0.0247400 0.0222240 0.0392560 -0.0192550 -0.0601530 0.0058904 0.0324820 -0.0118720 -0.0118720 0.0039449 0.0171330 0.0171330 -0.0712810 -0.0288400 -0.0057548 -0.0057548 -0.0057548 -0.0454410 -0.0454410 -0.0262450 -0.0577310 -0.0674000 0.0061002 0.0544370 0.0213830 -0.0371390 -0.0747540 -0.0747540 -0.0364790 -0.0364790 0.0169050 0.0169050 0.0169050 -0.0146910 -0.0189810 -0.0189810 0.0198430 0.0968780 0.0968780 0.0968780 -0.0247400 0.0068662 -0.0606910 -0.0606910 0.0534400 0.0392560 -0.0192550 -0.0601530 -0.0601530 -0.0601530 0.0058904 0.0718830 -0.0181570 -0.0181570 0.0190030 0.0000000 0.0000000 0.0000000 0.0000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.4371233 9.6441092 8.3113932 4.6377725 7.7963648 7.8630656 6.5913144 7.7963648 9.2429135 7.0502688 7.7288171 6.0953569 9.1073290 8.3066081 11.2541408 12.3996989 11.3160475 10.7826467 9.5978567 12.1672862 8.3384944 4.9637608 8.1462377 3.3460066 8.9117197 10.4150631 11.0536041 4.4422203 13.0665738 11.5023953 7.2921569 4.2159503 12.6951166 7.8630656 5.6440582 -0.5118964 11.9071962 7.9454070 8.2479142 3.4880265 7.4609481 10.1679460 9.7929477 10.3510507 10.9461763 10.8122066 7.6974792 12.8793367 9.8031755 12.2658977 10.3782903 9.3881381 8.2378954 7.9798790 15.0318886 7.2083729 -1.5121021 6.0426159 8.1692646 12.31834314 10.40614387 9.39491665 -1.51210210 9.77977237 8.27429568 7.38587189 9.82116457 10.23328017 12.98039624 6.80090896 10.42392771 7.25289719 9.14087092 10.31893727 9.34445149 8.73119988 11.72299311 12.30357942 13.14109500 13.33816401 10.15425003 7.76647524 6.73119954 7.45956932 9.81501721 9.83232200 11.47990210 11.06167320 8.80254124 4.07298899 12.47457917 10.34911290 0.07299756 8.79750233 15.03529909 9.75188210 13.61738954 9.78551557 12.47093048 7.80543886 13.19462995 1.65796006 13.46754857 11.68999675 9.30100546 11.09651185 10.65386579 10.08235066 12.11053548 7.87173032 10.39679388 12.78006864 10.13728218 10.67383067 -0.51189637 12.57275138 -1.51210210 4.699041 12.146461 14.099476 9.799774 7.876044 10.922915 9.821165 12.523598 7.586058 12.053009 10.237057 8.695040 9.800909 8.681552 11.354146 9.832322 9.548046 1.295370 10.741874 9.654189 12.975489 10.600791 5.320914 11.330769 12.588935 5.995821 11.042135 5.282444 11.643635 4.320918 1.072998 10.265598 6.521450 10.416914 10.404279 10.778333 9.929933 8.179769 10.457413 TCGA-L5-A88V 60 0 NA 79 esophagus stage iii t3 n1 mx male 2007 no NA esophagus adenocarcinoma, nos 30 r0 1 white NA 1 2 NA NA 1 2 1 1 1 1 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 4 0 0 0 4 0 0 0 0 0 6 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 6 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 5.409697e-06 1.560489e-06 30.0970873786408 2.42718446601942 43.2038834951456 10.1941747572816 14.0776699029126 0.9497964 11.1171901 9.4570004 5.3998034 11.3806725 7.4276808 8.8411218 10.3057523 5.4354752 9.0664872 9.1438253 0.1424788 8.5304344 NA NA 9.0353619 -1.8577826 12.4858311 -1.8577826 2.2298647 NA 12.1972757 18.7850699 -1.8577826 9.2145496 3.4999734 8.5623771 4.3067216 NA 0.7273542 14.1533822 9.8077529 14.6537396 8.8384107 6.4461983 7.5603328 13.7194327 8.9792563 9.4015718 11.6712362 11.1756679 12.6122496 10.2545307 11.8922865 1.1424134 -1.8577826 3.2298801 10.2639506 12.2024382 4.1424134 8.7515959 12.0651278 1.6018391 11.8291364 9.3605322 0.1424788 9.6467394 8.1182652 7.7330038 5.3123421 13.6354594 NA 7.9221366 10.5209829 4.4278207 8.3700330 11.7827750 1.3123167 10.0273506 11.3288408 10.2205678 6.0311614 9.9186608 -1.8577826 3.3518686 11.8677833 11.0046670 NA 5.2192344 NA 10.2351742 3.7571300 8.6864154 9.2285532 9.6903141 -0.5725500 0.5910600 0.5674600 0.4050100 2.4560000 0.4357100 -0.5695800 0.3314700 0.4448400 -0.0529150 1.4177000 0.4271100 -0.6109100 -0.4893800 3.6569000 -0.5689800 0.4733100 -0.5746300 3.6569000 -0.0274800 -0.0116930 -0.5691500 -0.0082449 0.4528200 3.6569000 0.4073400 1.2790000 -0.0444960 0.0000000 -0.5725500 -1.1427000 0.5674600 0.4050100 0.4203900 -0.1646700 -0.1426600 -0.1378900 0.4046700 0.4357100 -0.0203570 -0.5465900 -0.0101770 -0.5777900 0.4504400 -0.0222770 -0.0734460 -0.6519800 0.3491500 -0.6109100 0.0536540 -0.5689800 -0.5689800 -0.6006700 0.4779400 0.0746100 0.0754730 -0.5833500 -0.5912300 -0.6054100 0.4884400 1.4234000 -0.5444700 -0.0058966 0.4701700 0.1022600 -1.2929000 -0.5812300 -0.0024380 0.4073400 -0.5716600 -0.5713600 -0.5254900 -0.4756000 0.4798300 -0.5630200 -0.5594300 -0.5920100 0.0535790 0.0060259 0.0060259 0.0254470 0.402 0.000 -0.575 -0.575 0.000 0.000 0.965 0.000 0.448 0.000 0.000 -0.545 0.000 -0.164 -0.571 -0.469 -0.469 -0.573 -0.005 0.480 0.480 -0.563 0.000 0.420 0.420 -0.138 0.267 0.000 0.000 -0.575 -0.575 0.389 0.389 1.424 0.349 0.388 0.388 -0.569 -0.119 0.000 0.000 0.402 0.000 -0.575 -0.575 0.000 0.000 0.965 0.000 0.448 0.000 0.000 -0.545 0.000 -0.164 -0.571 -0.469 -0.469 -0.573 -0.005 0.480 0.480 -0.563 0.000 0.420 0.420 -0.138 0.267 0.000 0.000 -0.575 -0.575 0.389 0.389 1.424 0.349 0.388 0.388 -0.569 -0.119 0.000 0.000 8.077582 12.669772 5.534734 7.860094 6.870338 7.892287 3.757130 11.068342 8.921316 5.800628 4.271702 5.863517 7.930320 9.859236 11.395378 12.166864 10.529220 11.324501 10.789201 8.749747 8.257201 4.842858 8.419704 6.618151 9.306695 10.626988 12.431860 6.181335 11.542968 10.931543 7.570777 1.464355 11.501755 7.892287 5.482445 NA 12.538018 10.133585 5.849777 2.142413 4.474585 7.944933 9.025060 7.346988 10.183392 11.338865 -1.857783 12.853277 8.188177 11.106758 9.738141 10.385591 2.142413 7.975307 12.997918 7.845334 3.000397 9.577566 11.480318 11.762408 10.063886 8.841122 NA 9.958601 7.562378 9.782662 9.933580 9.758506 15.268170 8.092244 11.600054 7.727379 12.072970 10.442197 8.529357 8.559215 10.783791 10.428836 11.590662 18.785070 9.658117 8.684481 2.601839 6.513104 11.224732 8.098067 11.728788 10.075001 9.045546 6.994166 12.955246 10.254531 NA 6.987907 12.578929 8.207160 12.993043 10.237814 13.151633 8.630257 10.998843 -1.857783 12.365751 11.719020 8.769039 9.245049 10.427363 10.271378 11.547292 7.712272 10.717247 12.549499 10.759425 9.965386 1.727398 12.720023 NA -0.2726458 11.3806725 13.8369091 10.3667202 5.0250598 10.3488210 9.9335799 11.8147319 9.1438253 14.0076428 8.0538092 7.2272251 9.8718296 9.2083717 10.2778057 8.0980668 9.5406264 -1.8577826 8.9705534 9.4450560 12.3916787 10.2867567 1.4643546 10.0421516 8.9368328 5.2085056 10.5209829 4.4278207 11.7827750 1.3123167 3.9237767 9.9186608 8.0951580 10.2994481 11.7089468 9.1840762 9.6257289 8.5853607 10.0668584 TCGA-L5-A88W 67 1 764 NA esophagus stage iia t3 n0 mx male 2007 yes NA esophagus squamous cell carcinoma NA r1 0 white NA 2 5 5 5 3 3 6 4 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 4.010303e-06 1.030425e-06 18.0851063829787 4.25531914893617 49.468085106383 11.1702127659574 17.0212765957447 NA 10.4709101 9.8782119 NA 12.0518552 7.0324061 9.5719058 10.4330781 4.9095139 8.7313706 8.6874271 NA 7.8538067 NA NA 9.9749395 -1.7197563 13.0687090 1.0875307 2.6020767 NA 11.4338698 11.2997502 NA 10.2071967 5.4197108 8.6703284 2.4500895 2.8037230 -0.1349522 14.0184892 9.8022506 13.3122624 8.9631189 6.2049721 8.2459871 14.3446075 13.1628502 9.5095791 12.1124709 11.1947314 12.6451148 10.1585935 13.3428381 NA NA 4.1870472 10.3435545 11.6872971 4.7558917 8.0097799 12.2114002 -0.7197563 12.5655617 8.9941045 0.2801249 9.5850810 8.6863643 8.0532987 4.9944032 13.3473837 NA 5.1749776 11.0674499 9.6911407 8.8453947 11.7176514 1.4500631 10.2688441 9.4036341 9.4343447 8.2270657 10.1061279 -0.7197563 5.3990993 11.0018995 10.0959430 -0.1349522 4.7879548 0.6020767 10.4181112 4.6377088 8.1019337 12.0963431 10.8602366 0.00034525 0.00034525 0.00034525 -0.00020928 -0.00020928 0.00000000 0.00015617 -0.01000300 0.00198460 -0.00533150 0.01523600 0.01523600 -0.01374800 -0.00090224 -0.00090224 -0.00131790 0.00534300 0.00270370 0.00270370 0.00715080 0.00247530 -0.02377300 0.00076126 -0.00201050 0.00117730 0.00826410 0.00826410 -0.01897200 -0.00616090 0.00034525 0.00034525 0.00034525 -0.00020928 -0.00020928 -0.01869800 0.00000000 0.00000000 0.00000000 0.00000000 0.00015617 0.00015617 0.00506500 0.00284260 0.01398000 -0.00533150 -0.00533150 -0.64128000 0.00896030 -0.84030000 -0.00090224 -0.00131790 -0.00131790 -0.00450170 -0.00450170 -0.00450170 -0.00505490 0.00270370 0.00270370 0.00247530 -0.02377300 -0.02377300 -0.02377300 0.00076126 -0.00201050 -0.00809470 -0.00809470 0.00117730 0.00117730 0.00826410 0.00826410 0.00826410 0.00826410 -0.01897200 -0.01168100 0.00464810 0.00464810 -0.00643720 -0.00616090 -0.00616090 -0.00616090 -0.00616090 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.8347479 9.9406011 5.7958604 -0.1349522 6.9095163 7.3135824 4.1628062 7.9719027 9.2481062 7.3354422 5.9022111 5.7477660 9.4594466 7.1870501 10.2538568 13.0536593 11.8625473 12.4012882 10.1964122 9.1696635 7.5798484 2.5280962 9.8777466 NA 8.7619587 9.9913963 12.1791387 10.1952919 13.0823673 12.2821833 8.2502653 1.7395889 12.5313460 7.3135824 2.8242791 -0.7197563 11.5059694 9.7983208 5.7313706 -0.1349522 5.0745739 3.8948663 9.5457746 5.7064256 11.2954002 11.7356151 -0.7197563 12.5458477 8.7001196 10.5233334 11.3986139 10.2401614 4.9240143 10.5440155 12.9466054 7.4754578 NA 6.4042815 9.0623387 12.1586894 10.0029670 9.5719058 NA 8.9944049 10.1365850 8.0499972 10.8833221 10.3808217 11.4233832 8.9892432 11.8493030 7.5233338 7.6486660 9.7032753 9.2241394 10.0165614 11.3202779 12.4941544 11.3649678 11.2997502 10.7513266 8.2430554 4.7064256 6.0012596 7.8347485 10.3452389 10.5975720 11.5372526 8.9762577 0.2801249 11.8353477 10.1585935 -0.7197563 5.8424006 14.8289628 6.7760145 14.4867160 10.2116356 9.9836305 1.7395889 12.0873131 -0.1349522 12.4084430 11.8170137 9.8061695 6.5884988 9.9756401 8.7210288 12.2388028 3.7064200 10.3883571 13.8556059 10.1979045 10.2681340 0.2801249 13.4325235 NA 0.6020767 12.0518552 15.2871967 9.9401553 6.0283526 11.1821576 10.8833221 11.6479837 8.6874271 13.5463237 8.3834473 10.2212071 9.4662737 7.1505241 11.2679564 10.3452389 9.0466883 NA 10.4932636 9.5661395 12.2699087 11.5335638 2.6724706 10.8523859 11.5675832 5.0615170 11.0674499 9.6911407 11.7176514 2.2801546 7.1412468 10.1061279 6.8837857 10.8519121 11.3872130 10.6762290 9.6853009 8.5562838 10.1193632 TCGA-L5-A88Y 76 0 NA 11 esophagus NA t1 n0 mx male 2006 NA NA esophagus adenocarcinoma, nos 50 r0 0 white NA 1 2 NA NA 1 2 1 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.935508e-08 0 33.3333333333333 0 33.3333333333333 33.3333333333333 0 NA 10.1494246 10.3178664 5.4839447 11.3103624 7.5926902 9.6733649 9.6530505 5.7999706 9.7341937 9.6926010 4.2954953 8.3183824 -0.1308393 -0.1308393 10.0475065 -1.1306813 13.7229620 -0.1308393 2.8692397 NA 12.5021154 12.3989084 -1.1306813 9.9978727 7.3570743 8.7037050 4.7393513 -1.1306813 6.2179616 14.5180969 9.8051356 15.4502253 6.9244622 9.6677057 8.5888109 13.2811420 11.6454612 9.8600469 11.5914671 10.5657667 11.8922951 10.7013327 12.1591086 3.1171631 3.1171631 6.5627202 10.1615554 12.0997452 4.3286642 8.4161283 12.1816616 2.1911520 12.2714465 7.9108927 0.8692397 9.9894717 8.6846171 8.2355562 6.8522274 14.1650386 NA 9.0291053 10.8450818 5.9881757 8.1028534 11.2259609 2.6765834 9.9143108 12.1348489 11.0004477 7.8379004 10.3355245 NA 3.3286642 11.9105507 10.9969058 NA 9.0189810 -0.1308393 9.8734543 4.5696734 7.5937474 9.6140677 9.5367712 0.3474600 0.2700100 0.2700100 0.1778400 0.2169900 -0.0807520 -0.0726750 1.7046000 3.6569000 -0.3147100 0.8643300 0.3952900 0.1141800 0.2764700 0.1798100 0.1474100 0.1422200 -0.3180900 0.1559100 0.3734700 -0.1196500 0.1172600 -0.3236800 0.1362800 -0.1082800 0.1225500 0.1225500 -0.0019399 -0.2471500 -0.5914600 -0.1002600 0.2700100 0.2161600 0.2162200 0.6206100 -0.1798000 -0.1798000 -0.2708100 -0.0807520 -0.0726750 -0.0690640 -0.3141200 -0.5619600 -0.3090900 -0.3176200 -0.3476700 -1.0683000 -0.3384800 0.1141800 0.2764700 0.1512900 -0.1557900 0.1390900 0.0960990 0.0960990 0.0076392 -0.3180900 0.1426600 -0.1196500 0.5068900 0.1172600 0.1172600 -0.3236800 0.1415800 -0.5689200 -0.6200700 -0.6063200 -0.1249800 0.1225500 0.1225500 0.1225500 0.1225500 -0.6058400 0.7925800 -0.1277200 -0.1277200 -0.1223900 0.5882900 0.5863200 -0.2471500 -0.2471500 0.000 0.000 -0.162 0.156 0.327 0.208 0.117 -0.324 0.142 -0.330 -0.330 -0.353 0.000 0.123 0.123 0.000 0.000 0.270 0.270 0.793 0.793 -0.128 -0.132 0.216 0.216 0.000 0.000 0.000 0.000 1.150 -0.554 -0.315 -0.315 0.864 0.409 0.180 0.180 0.142 0.142 0.586 0.339 0.000 0.000 -0.162 0.156 0.327 0.208 0.117 -0.324 0.142 -0.330 -0.330 -0.353 0.000 0.123 0.123 0.000 0.000 0.270 0.270 0.793 0.793 -0.128 -0.132 0.216 0.216 0.000 0.000 0.000 0.000 1.150 -0.554 -0.315 -0.315 0.864 0.409 0.180 0.180 0.142 0.142 0.586 0.339 9.6123853 10.2207252 6.3849339 6.0884024 8.4025636 8.0366522 6.4912855 9.3620885 8.5748663 5.4390878 5.7640515 5.9026573 7.8379004 8.0835527 7.9855778 12.3190273 12.3791758 11.2237587 12.0272123 9.9985168 8.6595172 5.5834800 8.3790088 2.3286642 9.1592528 10.4779507 12.8480337 8.4390895 11.7977059 10.7678352 6.4161287 2.7761250 11.6312005 8.0366522 7.6235201 1.1911836 12.0349260 11.0590584 7.6957823 2.0391735 6.4973505 6.6957823 9.4995009 8.1430296 11.0227859 10.3199296 4.1911599 12.9101228 8.1821167 12.3898525 9.6505935 9.4199806 8.0956460 7.4949428 11.9396902 7.8795379 0.8692397 8.8335748 10.0278435 12.296416 10.135435 9.673365 NA 9.057823 10.480720 6.891601 9.426697 10.605636 13.374418 6.295499 10.910551 7.520286 12.121899 10.475639 7.905407 8.725659 11.192007 11.726799 11.607537 12.398908 10.239376 8.011341 6.078687 8.692601 9.089612 8.590333 10.841496 11.152322 8.913628 6.630785 11.962321 10.701333 NA 8.388870 16.532670 9.269046 13.262356 9.689413 12.688315 7.673365 12.148554 2.569686 12.728307 11.447135 9.370076 10.390834 11.163633 9.483944 12.390098 7.063990 10.248612 13.231911 9.788097 10.478413 -1.130681 13.033827 NA 1.191184 11.310362 14.210960 9.459821 7.392796 11.120420 9.426697 12.021202 9.692601 13.534736 9.325588 9.180982 9.559005 8.206856 10.849730 8.590333 9.508575 3.117163 9.328666 9.919763 12.553544 10.722153 3.776125 10.815775 10.682614 6.650594 10.845082 5.988176 11.225961 3.328664 5.439088 10.335524 6.902657 10.591187 10.792561 10.352042 9.802925 8.355063 10.192852 TCGA-L5-A88Z 70 0 NA 225 esophagus stage iia t1 n1 m0 female 2005 no NA esophagus squamous cell carcinoma NA r0 2 white NA 3 4 NA NA 4 3 4 3 2 3 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 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 6 4 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 4 0 0 7 0 0 1 0 0 0 0 6 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 4 0 0 0 5.375019e-06 1.733877e-06 19.0243902439024 5.85365853658537 49.2682926829268 12.1951219512195 13.6585365853659 NA 10.53204280 10.03048603 -1.67024491 11.31936210 7.49891142 9.96894897 9.64815568 5.23650410 9.57991119 10.21873649 0.32964029 7.57991100 1.65154542 NA 8.43329416 1.13697881 12.06956956 1.91456452 4.70465068 3.28380327 11.95155024 12.58758990 -0.67047451 9.44660652 2.72191945 8.74746528 8.04002335 5.77255608 2.57753759 14.61405742 9.98290576 11.29125970 7.92926551 6.80939258 7.54393197 12.84777421 12.35890008 10.74324078 11.85271777 11.78455469 12.59998119 11.02418841 11.63780964 2.03005352 5.16250412 5.29539610 9.69538856 12.19338290 4.28381068 8.23499988 13.70659387 4.88420227 12.40509199 9.05734602 0.91456452 9.33102104 9.64022559 9.39704715 5.54878184 12.91932250 NA 11.11117748 10.39536554 9.97662154 8.91201837 11.38794289 1.78906147 10.56562707 13.36951718 10.83219602 9.67168754 10.84240268 0.65149950 3.65154542 9.09365498 11.67029748 -0.08543548 2.91458366 -0.67047451 10.12077571 6.13696856 8.39973379 12.58766354 11.80376619 -0.7677500 0.7660000 0.7574800 0.0077622 -0.0146410 2.6464000 -0.2354500 -0.0179410 0.0161460 0.0161460 0.0000000 0.0000000 -0.3090900 -0.3038100 0.0721090 0.0379240 0.0379240 0.0148880 0.0199230 0.0199230 0.0199230 -0.0083005 0.0350640 0.0246890 0.3020200 -0.0499650 -0.0499650 0.0282000 -0.0686630 -0.7677500 -0.7677500 0.7574800 -0.7926000 -0.0146410 -0.7982000 -0.8018700 -0.8018700 0.7840800 0.7867800 -0.2354500 -0.2524900 -0.2524900 -0.0585960 0.0161460 0.0161460 -0.8008600 0.0000000 -0.0879770 -0.3090900 -0.3038100 0.0379240 0.0379240 -0.0132640 -0.0132640 -0.0037395 -0.0037395 0.0174040 0.0199230 0.0199230 -0.0083005 -0.0083005 -0.0083005 0.0454240 0.0246890 -0.7570200 0.0384440 0.3020200 -0.1908700 -0.0499650 -0.0499650 -0.0499650 -0.0499650 0.0282000 0.2714300 -0.7788000 -0.7788000 -0.2209600 -0.0686630 -0.0686630 -0.0686630 -0.0686630 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.757 0.000 0.302 0.302 0.000 0.000 0.000 0.000 -0.002 0.766 0.271 0.271 -0.779 -0.221 0.000 0.000 -0.802 -0.018 -0.235 -0.235 0.000 0.000 0.000 0.000 0.000 0.000 -0.304 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.757 0.000 0.302 0.302 0.000 0.000 0.000 0.000 -0.002 0.766 0.271 0.271 -0.779 -0.221 0.000 0.000 -0.802 -0.018 -0.235 -0.235 0.000 0.000 0.000 0.000 0.000 0.000 -0.304 0.000 0.000 0.000 0.000 0.000 8.35475231 8.98871678 5.42764640 1.78906147 8.07276449 7.82146596 6.19997852 6.97346893 9.00026907 6.12402823 9.35751880 7.19689125 11.54923516 7.44335469 9.11588248 13.58928256 9.63150340 10.14058606 9.20766375 10.77281543 8.20934906 4.37401006 6.52928530 0.91456452 9.58582148 10.11220164 10.71250705 11.00887299 13.10204290 10.97459570 8.42500982 4.03005352 14.67685356 7.82146596 4.11542450 -0.08543548 11.33786638 9.42632808 8.23198817 -0.08543548 6.50952167 8.32113485 9.18914752 7.51943733 12.05944597 10.93393440 7.06093150 12.29042933 8.61732530 10.22443056 9.63908923 10.43748379 5.36303437 9.52560009 10.25739079 8.20766400 -1.67024491 5.60573729 7.42764472 12.446363 10.552710 9.968949 NA 10.057959 7.289615 7.698119 9.908448 10.032651 11.426353 8.023100 10.192250 7.474271 8.114248 10.412760 9.761110 9.363724 11.761894 11.442171 11.395197 12.587590 10.389971 8.331021 5.548782 6.825468 6.637952 10.374007 9.655480 9.423030 9.154572 1.651545 12.140586 11.024188 2.030054 6.925802 15.391436 6.224430 14.083822 10.221776 9.586411 4.539066 11.363036 2.329612 12.589491 11.752335 9.927200 9.665561 9.939715 9.986038 12.056682 11.049429 11.353540 12.707027 11.287078 11.664165 3.499540 13.050926 4.539066 0.6601985 11.3193621 14.4861874 9.3650993 8.5045386 11.5830172 9.9084479 11.3230820 10.2187365 13.1629971 8.1433939 8.0055701 9.9401763 8.6738090 10.8055995 10.3740070 9.6877146 5.1625041 10.7556154 9.9648776 13.3178537 10.0481457 5.2365041 10.7302255 10.1829224 4.6150160 10.3953655 9.9766215 11.3879429 5.2244301 4.3740101 10.8424027 10.3650993 10.5335726 11.2979196 10.2172142 9.9295256 9.4472560 10.5707022 TCGA-L5-A891 51 0 NA 114 esophagus NA t3 n1 m0 male 2005 NA NA esophagus adenocarcinoma, nos NA r0 2 white NA 1 1 2 2 1 1 1 1 1 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 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 7 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 1 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 7.663737e-06 2.080653e-06 17.1929824561404 4.21052631578947 47.0175438596491 12.6315789473684 18.9473684210526 4.6835561 10.3274125 8.7661615 5.0461243 11.9064547 7.6385503 7.8303979 9.7818893 4.4850081 8.8198885 11.2394601 -1.4457550 8.4292548 3.5986630 NA 9.5566524 NA 15.0607021 NA 3.0778411 NA 12.4137110 11.8458757 -1.4457550 9.4997172 5.5542727 7.1763248 1.5542941 0.1392075 7.2017319 12.3053989 12.3187303 13.8392784 8.8057439 6.4790850 8.2925683 13.2773476 0.1392075 9.5938777 11.1515670 10.8896637 12.4111851 8.9930652 10.1462630 0.1392075 NA 2.0137124 9.6809778 11.3440046 3.1392403 7.9444421 12.2549980 NA 12.7964798 9.3313971 NA 10.0172867 7.9508778 7.0218783 3.3091616 13.9085916 NA 9.4292546 10.8781725 3.6417310 8.8896637 10.5240196 -0.4457550 9.9222340 14.5470346 10.3158245 4.8396775 8.8190678 NA 5.0300049 12.3114549 9.4392069 NA 7.5429583 NA 10.9129245 5.1392362 9.4574020 8.6013972 9.5079460 0.2236000 0.2074800 0.1849500 -0.0127130 0.0303100 -0.1696700 -0.7048700 0.2745800 0.3575800 3.6569000 0.2730000 0.2709300 -0.6975800 0.3984500 0.4210500 -0.2201000 0.2446600 0.4388500 1.9025000 -0.7046900 0.0263730 0.0952170 -0.6879700 0.1884400 -0.1534900 -0.6977600 -0.6977600 1.0799000 -0.1003800 0.2837400 0.2565200 0.2618400 -0.0127130 -0.0018014 0.4835700 0.2667100 0.2667100 0.2690700 -0.1696700 -0.7082700 -0.7015400 -0.7035200 -0.7083300 0.2772600 0.7394800 -0.0087146 0.2526100 0.2359700 -0.6975800 -0.6997400 -0.2032400 -0.2032400 0.8659200 -0.0148200 -0.0148200 -0.0038544 -0.5719000 -0.9890600 0.0263730 0.2919900 -0.1393000 0.0952170 -0.7113100 0.0560850 -0.6876100 -0.6955900 -0.7103300 -0.7130100 -0.6977600 -0.6897900 -1.2089000 -1.2089000 -0.7332800 0.0751280 -0.7001900 -0.7001900 -0.4522200 -0.1706900 -0.1706900 -0.1706900 -0.1706900 0.000 0.000 0.000 0.000 -0.705 0.000 -0.139 -0.688 0.000 -0.712 -0.712 -0.677 -0.677 -0.698 -0.698 -0.715 -0.715 0.273 0.273 0.000 0.000 -0.700 0.000 0.000 0.000 0.269 0.269 -0.702 -0.702 -0.437 -0.708 0.225 0.000 0.271 0.271 -0.698 -0.361 -0.203 0.000 -0.171 -0.171 0.000 0.000 0.000 0.000 -0.705 0.000 -0.139 -0.688 0.000 -0.712 -0.712 -0.677 -0.677 -0.698 -0.698 -0.715 -0.715 0.273 0.273 0.000 0.000 -0.700 0.000 0.000 0.000 0.269 0.269 -0.702 -0.702 -0.437 -0.708 0.225 0.000 0.271 0.271 -0.698 -0.361 -0.203 0.000 -0.171 -0.171 8.9679012 11.5367322 0.1392075 6.5258168 6.9508778 7.8257360 3.3616280 9.6771012 8.0116544 5.7734426 8.0034218 6.0620677 12.4137110 8.6081990 12.3702569 11.2564460 8.9088864 10.5344129 10.1093418 8.9476638 8.6099488 3.1981326 8.7154050 0.8761731 9.0748921 9.8868694 12.7094868 9.7884919 11.5790753 10.5897597 7.5055583 1.1392075 8.2957405 7.8257360 4.0728090 -1.4457550 11.7343378 9.7872937 9.7551718 1.3616561 3.7242028 9.4857496 9.9265943 7.4761143 10.9052125 10.3158245 NA 12.3738537 9.6013972 11.3247307 9.7416254 9.9271384 -0.4457550 8.3871635 14.5196067 8.2323629 0.1392075 8.0719428 10.1107794 10.8865896 9.9883802 7.8303979 NA 10.8716859 7.8140165 9.4437772 10.5783741 8.7612876 13.1106937 10.0121671 12.9582173 6.9336517 8.5570884 10.2102511 7.6337581 7.7902872 10.4611639 9.5106059 12.1111385 11.8458757 9.6608363 8.5500403 3.0778411 6.0541191 9.5794129 8.8671564 12.0678775 12.2438346 9.3108295 0.1392075 12.4180724 8.9930652 NA 10.7385288 15.4138468 8.7782750 12.2967933 11.3081168 11.2927878 11.4332821 9.6951030 NA 13.4424662 11.5075604 8.6562489 9.9260500 9.6912965 9.1634519 12.0636772 6.0620677 10.8187159 13.4466150 10.0934321 9.6809778 1.7242137 13.2312221 -0.4457550 0.148869 11.906455 15.929600 10.727950 6.146731 13.025567 10.578374 11.148598 11.239460 13.070343 8.995142 8.993065 9.922234 8.372072 9.989423 8.867156 9.198129 NA 8.856912 9.161604 12.419137 10.971071 -1.445755 9.783092 8.756397 3.946591 10.878172 3.641731 10.524020 2.461162 4.412253 8.819068 8.383996 9.957818 12.326794 11.223380 11.104058 7.763727 11.246889 TCGA-L5-A893 71 0 NA 92 esophagus stage i t1 n0 m0 female 2005 no NA esophagus adenocarcinoma, nos 52 r0 0 white NA 2 2 NA NA 1 2 1 2 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 2 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 0 7.525027e-06 2.080653e-06 21.9858156028369 6.73758865248227 47.5177304964539 14.5390070921986 9.21985815602837 -0.6069133 9.8949213 10.4845194 5.1210030 11.7875467 8.0378418 10.1923657 9.6732748 5.3545932 8.1760824 10.1429535 0.9780492 7.9780463 NA NA 10.1997464 1.7150147 12.9326464 1.7150147 3.6784889 NA 12.7928960 12.5191432 0.9780492 9.9151752 9.0187930 8.6037554 8.2615825 0.7150147 3.0935264 13.3499593 9.4320031 15.2713732 8.8118223 9.4911161 8.7940382 13.1257815 11.7572187 10.2533951 12.5966630 10.4957159 12.4003742 10.6478174 12.7337687 3.6784889 NA 7.5853772 10.6287991 11.9147372 3.0935264 8.8370637 11.7267621 3.8849398 11.7145894 9.4040037 3.1479742 9.9419059 8.7228803 8.9370825 5.9087841 14.2272341 NA 9.0432384 11.0008767 5.0795829 8.9617339 10.2334686 4.1210071 10.5278312 11.6576733 11.4645464 7.9686230 10.5145820 NA 0.3930867 11.6193457 10.8700833 -0.6069133 8.4739017 -0.6069133 10.3714370 5.5529549 8.3617508 10.5626960 10.0101520 0.977700 0.162050 0.162050 -0.298510 -0.298510 0.064082 0.000000 -0.103550 0.292940 0.292940 0.214530 0.214530 -0.029038 -0.029038 -0.029038 -0.115010 -0.053206 -0.157710 -0.157710 -0.172340 -0.172340 0.588650 -0.095992 -0.128620 0.017963 -0.023703 0.409110 0.014609 0.028622 -0.492040 0.502550 0.162050 -0.298510 -0.298510 0.045396 0.045396 0.045396 0.045396 0.064082 -0.016017 -0.015466 -0.020138 -0.100530 0.292940 0.292940 0.299630 0.214530 0.205490 -0.029038 -0.029038 -0.086120 -0.115010 0.230860 0.244350 0.248400 0.284920 -0.157710 -0.157710 -0.172340 0.636820 -0.246790 0.588650 -0.080141 -0.100390 -0.352020 -0.434740 0.017963 0.017963 -0.023703 -0.197360 -0.197360 -0.172260 0.014609 0.090697 -0.170560 -0.170560 -0.220590 0.020063 0.028622 0.028622 0.028622 0.248 0.248 -0.158 -0.158 -0.172 -0.172 0.589 0.000 -0.100 -0.352 -0.352 0.000 0.000 0.000 -0.144 0.000 0.000 0.503 0.503 0.000 0.000 -0.171 -0.221 0.000 -0.299 0.000 0.000 0.000 0.000 -0.104 -0.104 0.293 0.293 0.215 0.215 0.000 0.000 0.000 0.000 0.000 0.000 0.248 0.248 -0.158 -0.158 -0.172 -0.172 0.589 0.000 -0.100 -0.352 -0.352 0.000 0.000 0.000 -0.144 0.000 0.000 0.503 0.503 0.000 0.000 -0.171 -0.221 0.000 -0.299 0.000 0.000 0.000 0.000 -0.104 -0.104 0.293 0.293 0.215 0.215 0.000 0.000 0.000 0.000 0.000 0.000 9.683103 9.986942 7.061969 3.093526 8.083082 7.530075 5.724001 8.774627 8.945753 6.768123 6.058420 6.552955 8.686556 8.221221 11.118450 11.841846 11.901541 11.901003 12.013418 10.957472 8.926910 6.517205 8.440208 2.200442 8.602537 11.672259 11.758723 5.036938 12.388549 10.670953 7.281827 3.978049 11.599183 7.530075 8.054150 5.299974 12.030841 8.495060 8.361751 3.522370 6.568009 9.297719 9.834472 9.202852 10.599793 10.585993 6.187501 12.475315 9.435428 12.253686 9.298471 9.336331 7.029709 6.496371 13.642605 7.944177 -1.606913 4.347283 10.000414 12.1836362 10.0050311 10.1923657 -1.6069133 9.6255050 10.2510650 8.0969876 10.0396428 10.1387584 11.7674389 7.9572338 10.8881896 7.8566085 13.0682693 9.8784102 8.7778678 8.5939826 11.4242683 11.0971887 11.8623443 12.5191432 10.3308257 8.7172645 6.1345516 8.2275553 10.2965893 9.0690410 11.4381611 10.2799238 8.8056539 5.4911155 11.8941748 10.6478174 0.3930867 7.9361161 15.5128932 8.7295905 13.3830550 9.8489249 15.0249574 9.1875000 12.1761846 1.8525183 13.0467218 11.5697247 9.0795845 10.7214785 11.3330728 10.2803047 11.9338175 10.4775603 10.3671401 12.7527561 10.0155935 10.7056834 0.7150147 13.1236603 NA 5.2136467 11.7875467 14.2949823 9.8768998 9.1294860 11.2720928 10.0396428 11.7821776 10.1429535 13.4502297 9.1554662 7.4237513 9.7544795 8.6504720 10.6616261 9.0690410 10.3048505 NA 9.8344722 9.9356323 12.9228806 11.1560889 4.5829112 10.6043640 10.5601886 5.3588674 11.0008767 5.0795829 10.2334686 3.2510677 -0.6069133 10.5145820 7.2004386 10.3595895 11.2407287 11.1974168 10.5586192 8.6374480 10.5181746 TCGA-L5-A8NE 77 0 NA 1688 esophagus stage iib t2 n1 m0 male 2000 no NA esophagus adenocarcinoma, nos 58 r0 1 white NA 1 1 2 2 1 1 1 1 1 1 0 0 0 0 0 0 0 4 4 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 6 0 0 4 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 9.050839e-06 2.219363e-06 16.3636363636364 2.12121212121212 32.1212121212121 40 9.39393939393939 5.4098525 10.4875855 10.0590590 5.8879005 12.2078862 6.6193074 10.4111418 9.6814507 5.9690307 8.1662675 8.9235254 -0.7195187 7.7962713 -0.7195187 4.0879295 9.9956667 -1.7192812 13.6977450 1.7400209 3.5659749 NA 13.1874618 12.7892945 -0.1344770 9.5900475 6.5843522 7.9670717 0.6024569 -0.7195187 7.4353894 13.9541011 9.7235147 11.6569666 9.4640143 8.3667073 7.4654962 13.6538102 0.2806000 9.3733283 11.7497564 10.4050157 12.3975649 10.5800655 12.4912426 -0.7195187 0.2806000 8.5774874 10.9657580 12.1399148 5.8804847 8.3904020 11.7826223 3.0354656 12.1828521 8.4710009 1.6025044 9.0312783 9.1166216 8.8767610 5.8952808 14.7892326 0.2806000 9.0660238 10.3762979 5.3573866 8.9740580 10.3348364 0.2806000 10.4166010 12.3410983 10.8516127 5.3139931 10.0831482 NA 2.9244230 13.0976548 10.8277067 3.8724348 4.6899644 -0.1344770 10.4991344 4.1874590 7.5682837 1.2806000 10.1569577 0.3669000 1.5340000 2.9961000 0.2327200 0.2679700 0.6525900 0.2548000 0.2584000 0.7122700 0.9479300 0.2297800 -0.5504600 0.2094700 -0.1526000 0.2117700 0.5204800 0.8475100 -0.1858500 0.8685100 0.0437230 3.6569000 0.4522400 -0.1400000 0.7075700 0.0669450 -0.5995400 2.0014000 3.6569000 0.0000000 -0.2580500 -0.1564300 0.6834700 0.2624700 0.2327200 -0.1422600 0.2262300 0.3159400 0.2760000 0.6657400 0.2296200 -0.5356100 -0.5408800 -0.5254200 0.1974000 0.2676500 0.2316300 -0.5504600 -0.5860800 0.2094700 -0.1560500 -0.1353600 -0.1353600 0.1901000 0.1763300 0.5562000 -0.2389900 -0.6863300 -0.1557900 -0.5577700 0.1429500 -0.0939310 -0.0939310 -0.1533600 -0.1694200 0.6695600 -1.1638000 -0.5952800 -0.3239100 -0.5757500 -0.5556700 -0.5556700 -0.5556700 -0.0309500 -0.5681300 0.2128400 0.1662500 -0.6495900 -0.0019399 -0.0109370 -0.0205490 -0.0205490 0.176 0.176 -0.130 -0.130 -0.524 -0.524 0.000 -0.140 -0.229 0.229 -0.586 0.118 0.118 -0.540 -0.540 0.000 0.000 -0.146 0.238 0.186 0.186 0.213 -0.650 0.233 0.233 0.256 0.256 0.255 0.255 0.094 -0.157 0.268 0.268 -0.439 -0.550 -0.114 -0.114 -0.135 -0.135 0.000 0.000 0.176 0.176 -0.130 -0.130 -0.524 -0.524 0.000 -0.140 -0.229 0.229 -0.586 0.118 0.118 -0.540 -0.540 0.000 0.000 -0.146 0.238 0.186 0.186 0.213 -0.650 0.233 0.233 0.256 0.256 0.255 0.255 0.094 -0.157 0.268 0.268 -0.439 -0.550 -0.114 -0.114 -0.135 -0.135 0.000 0.000 7.760351 13.098354 3.924423 5.796271 6.611488 8.499740 5.368035 11.221986 9.191963 7.001671 4.470394 7.097555 9.475943 8.832280 7.972315 11.497317 10.289822 12.411222 12.314424 8.280571 9.082773 7.266413 8.602499 7.958291 8.886051 10.508187 12.168077 6.324965 11.815892 10.155937 7.100751 2.450485 9.418843 8.499740 6.280570 -1.719281 12.526272 10.837796 7.122921 NA 6.418792 7.644706 10.602499 5.126060 10.299814 10.291449 NA 11.229303 7.624867 11.098154 9.407921 9.512992 4.346659 4.087930 11.769416 8.402830 7.945907 8.194956 11.070309 12.161494 9.619865 10.411142 NA 9.846625 9.173873 8.249238 8.771402 9.428412 12.269381 10.547943 10.037961 8.655611 13.766149 9.783403 8.675034 8.627085 12.164265 10.686423 11.397565 12.789294 10.448616 8.728688 4.804131 6.357387 7.863654 8.190464 12.016762 7.804133 8.555532 6.022039 11.492003 10.580065 1.602504 7.231856 16.802638 6.780418 12.615892 10.071327 14.337018 7.970569 10.946573 1.087938 12.724974 11.803888 9.254986 8.960931 10.691309 11.728817 11.768913 8.231856 11.063774 12.506089 11.502611 10.650441 2.280570 13.108013 6.022039 -1.719281 12.207886 13.936156 11.256598 6.440442 11.554949 8.771402 11.108311 8.923525 11.649214 11.544867 8.211309 10.340564 7.319491 9.779420 8.190464 10.594588 0.280600 9.150936 10.337209 12.536780 10.554075 1.280600 10.645253 8.760351 4.772424 10.376298 5.357387 10.334836 5.723515 0.280600 10.083148 7.646893 11.154400 11.675034 11.302939 10.726103 8.667511 11.270321 TCGA-L5-A8NF 57 1 81 NA esophagus stage iva t1 n0 m1a male 2001 no NA esophagus adenocarcinoma, nos 60 r0 1 white NA 1 1 1 3 1 1 1 1 1 1 0 4 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.588733e-06 2.080653e-06 18.9723320158103 7.11462450592885 47.8260869565217 16.2055335968379 9.88142292490119 -0.49126712 10.40171045 10.17279101 6.37915306 12.64080593 8.76900206 10.15534700 10.31976141 6.69742633 8.96514272 7.89249242 0.09369538 8.65089521 -0.49126712 NA 10.53592367 3.71824105 12.67376586 1.31614574 1.67870295 NA 12.43860142 12.50473201 -1.49126712 9.03919461 6.95173232 8.70477550 3.08773438 NA -0.49126712 14.43619586 8.68246550 13.62886692 10.11597518 6.44542545 9.42250802 12.82492832 NA 11.27531714 12.47305058 11.43897114 12.32856818 11.61322319 12.32246926 3.46298152 0.09369538 5.25025672 11.07555583 11.93956614 3.03234774 9.10590956 11.96799187 2.96821981 9.70354510 8.39867230 4.53115685 9.69304380 9.43730661 9.16163327 5.71824105 14.08234668 1.83070153 9.02350238 10.78491264 4.36676982 9.03332994 12.15995208 1.50878358 10.62318127 13.21684828 9.66234028 7.65853570 9.94303079 NA 1.50878358 12.32467185 10.66771343 -1.49126712 7.61469659 0.83074209 9.52211089 5.01658100 8.49320659 3.15263774 9.37199875 0.3031400 0.2417100 0.2429500 0.0414580 0.0359470 0.7070100 -0.0463120 -0.2031800 0.2356600 0.1734700 0.1158000 3.6569000 -0.2410700 -0.2410700 -0.2447200 -0.6385000 -0.5814700 0.5679200 3.6569000 0.5579700 3.6569000 0.7826100 -0.1844600 -0.2034900 0.0884030 0.2582400 2.1127000 -0.2615700 0.0000000 0.3031400 -0.1182200 0.2429500 0.0414580 0.0359470 -0.2249000 -0.2225600 -0.6888800 0.7070100 0.7070100 -0.0034627 -0.5640600 -0.7620100 -0.2001200 -0.6905100 0.1813500 0.1841900 -1.2929000 -0.7642400 -0.2410700 -0.2410700 -1.1572000 -1.0747000 0.0755590 0.0817550 0.1029300 0.4825100 0.4839900 -0.2764300 -0.2555200 0.7826100 0.7826100 0.7826100 -0.1980000 -0.6686400 0.4488400 -1.2929000 0.0850970 0.0884030 -0.2057300 -0.6409500 -0.6409500 -0.6479000 -0.2961500 -0.8295200 -0.5490500 -0.5490500 -0.6607700 0.0084743 0.0084743 0.0084743 0.0000000 0.000 0.000 0.232 -0.252 0.372 -0.186 0.783 -0.198 -0.203 0.449 0.449 0.000 0.000 -0.206 -0.641 -0.262 -0.262 0.242 0.242 0.575 1.472 -0.549 -0.652 0.000 0.000 -0.203 0.504 0.000 0.000 -0.200 -0.200 0.253 0.253 3.657 3.657 -0.241 -0.241 -0.571 -0.571 0.000 0.000 0.000 0.000 0.232 -0.252 0.372 -0.186 0.783 -0.198 -0.203 0.449 0.449 0.000 0.000 -0.206 -0.641 -0.262 -0.262 0.242 0.242 0.575 1.472 -0.549 -0.652 0.000 0.000 -0.203 0.504 0.000 0.000 -0.200 -0.200 0.253 0.253 3.657 3.657 -0.241 -0.241 -0.571 -0.571 0.000 0.000 8.8441785 9.7691198 -0.4912671 6.3853051 6.2298878 8.1363221 4.7941923 9.1607369 9.0440637 5.7471940 6.4513034 7.7109118 8.3776110 6.8968059 9.5380754 10.5094925 10.4779769 13.6180068 12.3521205 9.6087935 10.1910718 6.6686595 8.0633773 3.9682198 9.2264647 11.1767868 12.4222387 8.1435995 11.3531468 10.4028481 7.4832031 2.7567244 9.0710306 8.1363221 6.7076752 2.5962434 11.9538031 10.5304623 6.1087001 0.8307421 5.8901572 6.3353368 10.2983219 8.8575164 9.4111633 10.3309607 NA 13.7842944 9.6862078 10.8994946 8.9413302 10.2022752 2.4156776 5.1234965 13.7520738 8.7345017 NA 7.0284244 10.4231734 12.2401073 10.2498338 10.1553470 -0.4912671 9.5144129 11.0949243 7.9558713 10.2834848 9.4960522 14.2988539 7.4096548 14.8980667 8.1562464 13.1298099 9.9355772 7.7661764 8.6483396 11.5131843 10.6576715 12.5058795 12.5047320 9.4637115 9.2221747 3.2636805 6.8751104 10.3979119 8.9946176 9.8630376 9.0026437 8.6055032 3.1526377 13.1232680 11.6132232 NA 6.8707321 16.9224878 7.7543410 13.1951246 8.9946176 15.1499086 6.6837133 10.7234109 0.8307421 14.8693723 12.5894392 9.1390553 10.0362653 10.4249588 10.9376718 11.2330889 6.1741247 10.3121122 12.3429136 10.1119510 10.3830011 1.0937630 13.0346149 4.2901516 0.51601515 12.64080593 14.36177852 10.48999874 5.63807094 10.30644977 10.28348475 11.42969933 7.89249242 12.36209779 8.96616914 8.08432741 10.44652991 8.71213627 9.99058762 8.99461762 11.12326805 0.09369538 9.61927159 11.48051143 12.83900489 11.27676574 3.50878358 10.37374814 9.17323564 6.10870008 10.78491264 4.36676982 12.15995208 6.66360649 2.41567755 9.94303079 7.06337674 10.08243542 10.40171045 11.24645809 10.66170685 8.86303772 11.24666929 TCGA-L5-A8NG 77 0 NA 1094 esophagus stage iii t3 n1 m0 male 2001 no NA esophagus adenocarcinoma, nos 100 r0 1 white NA 1 2 NA NA 1 1 1 2 3 2 0 4 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 1 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 4 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 5 0 0 1 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 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 7.663737e-06 2.219363e-06 20 2.41379310344828 38.9655172413793 26.2068965517241 12.4137931034483 -0.4781452 10.6826216 9.9771319 5.7506226 11.9816205 7.6713995 11.1737533 9.8661006 6.0433270 10.3990888 8.0763934 NA 8.8605411 1.8437427 NA 9.6285575 -0.4781452 13.5589471 -0.4781452 4.4990869 NA 12.7003140 14.5249273 2.1067838 8.8571951 7.8141261 8.8083625 4.5141223 NA 3.7697294 14.2776051 9.9280098 15.2501184 8.7201762 9.3836671 8.5019442 13.4176640 -0.4781452 10.7315627 11.7566925 10.9553902 12.5055109 10.5465981 11.6120826 4.7885918 -1.4783462 9.1030053 11.4002389 12.1101774 5.3921697 8.9237509 11.5736781 4.6303297 12.1058277 9.4653964 3.6917351 9.7691390 9.5133265 9.8031552 6.9269459 13.5401788 -0.4781452 9.9258818 10.7836059 4.7885918 8.7815479 11.5276047 4.8255872 9.8437328 12.5472039 12.2210518 8.9428177 10.9470731 -1.4783462 5.0453687 12.1543456 11.1415662 NA 7.1764405 2.9141244 10.2104921 7.0136577 8.3387885 6.7017140 10.0541364 -0.1163200 0.0853710 0.0853710 -0.0199950 0.0061145 0.1411800 -0.4326800 0.7659400 1.5257000 0.0424550 0.7260300 0.1602600 0.0555210 0.1046500 0.3540700 0.5267900 -0.1640800 0.0070881 0.0000000 0.0616560 0.0616560 0.0061145 0.1328800 -0.1063100 3.6569000 -0.1135100 -0.1135100 0.5700600 -0.0144980 -0.1163200 -0.1131200 -0.3930700 0.0061145 0.0061145 -0.1939900 -0.1939900 -0.1998100 0.1411800 0.1411800 -0.4771200 -0.4217700 -0.4217700 -0.4721500 -0.3371000 0.0424550 0.0424550 0.1602600 0.1258000 0.0555210 0.1046500 -0.1944900 -0.1944900 0.0659480 0.0659480 0.0659480 0.0659480 0.0070881 0.0058364 -0.0431800 -0.0291690 0.0061145 0.0061145 0.1328800 -0.0919430 -0.0175230 -0.6664200 -0.1703000 -0.1455300 -0.1135100 -0.1135100 -0.1135100 -0.1031500 -0.1835700 0.5656100 -0.0610120 -0.5061800 -0.0881040 -0.0144980 -0.0144980 -0.0144980 -0.0144980 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.133 -0.106 0.000 0.000 3.487 3.657 -0.114 -0.114 0.144 0.144 -0.113 0.000 0.566 0.566 0.000 0.000 0.000 0.000 -0.046 0.141 -0.433 -0.433 0.318 -0.448 0.000 0.000 0.150 0.150 0.373 0.373 -0.164 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.133 -0.106 0.000 0.000 3.487 3.657 -0.114 -0.114 0.144 0.144 -0.113 0.000 0.566 0.566 0.000 0.000 0.000 0.000 -0.046 0.141 -0.433 -0.433 0.318 -0.448 0.000 0.000 0.150 0.150 0.373 0.373 -0.164 -0.164 0.000 0.000 9.670281 10.120788 7.338788 6.939657 8.108645 9.765574 6.434693 8.682937 9.389856 5.834688 4.521805 7.099233 9.396786 7.510490 9.179123 10.686712 10.170064 10.808940 10.987371 8.674089 9.062214 7.147513 9.960077 8.956433 9.093121 11.460649 12.661596 7.319466 11.792259 10.285432 7.883748 4.587893 10.467249 9.765574 6.820464 1.843743 10.630982 10.298649 8.831281 2.691735 7.307944 8.324321 10.225708 9.538613 9.859427 10.593937 -1.478346 11.589911 8.757819 11.937943 9.036519 9.503372 4.691730 8.176441 12.715638 8.037248 7.354695 8.230888 10.174202 13.1188680 10.3479559 11.1737533 NA 10.1566158 11.0933204 8.3998555 9.6929753 10.6009562 12.4388178 7.6485093 11.7800763 7.4847005 12.3726752 10.5479823 7.8638796 9.5764091 11.6280405 11.2718480 12.5515233 14.5249273 10.7500222 9.0706265 6.1365154 8.4135886 9.6562311 7.5716533 10.9055090 11.1397313 9.2722689 5.9894093 12.0449991 10.5465981 NA 7.9141220 16.8429912 10.1165958 13.0986433 9.6651879 12.3873447 9.9688879 12.3890835 2.4287052 13.1917206 11.8735722 9.2187722 11.3917841 10.2608174 10.7330847 12.1752097 9.9157314 9.8123996 12.6969199 10.0046128 10.2624288 0.1067503 12.7873465 NA 3.329669 11.981621 14.667337 10.011653 8.134673 11.006124 9.692975 12.140534 8.076393 13.316982 9.404448 9.254820 10.382116 9.579796 11.929869 7.571653 10.623452 -1.478346 9.795018 10.223544 12.400526 10.830428 5.721477 10.401388 10.407120 6.731258 10.783606 4.788592 11.527605 6.316220 6.736125 10.947073 7.663912 9.412829 10.796183 11.218772 10.686083 9.814701 11.464136 TCGA-L5-A8NH 54 1 393 NA esophagus stage iv t1 n0 m1 male 2001 NA NA esophagus adenocarcinoma, nos NA r0 1 white NA 1 1 NA NA 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 8.495998e-06 1.733877e-06 24.496644295302 5.36912751677852 40.9395973154362 18.7919463087248 10.4026845637584 NA 10.8116292 9.6636001 6.0614155 12.3085972 7.0587364 10.5486388 9.5698334 5.4328358 8.6908361 8.4033644 -1.7779374 8.4206571 NA NA 10.3794043 -0.7776900 13.2816947 0.5441886 3.2222172 NA 12.4147361 12.4742861 -0.1928100 9.0223032 6.2222114 9.0092985 1.9226546 -0.7776900 4.7300041 14.2538487 9.5770124 14.4353552 8.3056514 9.0645625 7.8166112 13.4388064 0.5441886 10.0590514 12.7783355 10.3294292 12.8624005 11.2761380 11.9103531 2.4701464 0.2221863 9.0582624 10.2913261 12.4343482 4.6979461 9.0052102 11.8053783 0.8071900 11.7244224 9.3179783 1.8071900 9.9953512 8.6867579 8.3579214 6.4795992 13.9060017 -0.1928100 8.8433483 10.7851700 3.9226546 8.5863467 11.6469033 0.8071900 10.2983597 11.8547530 9.9899828 6.4267830 10.8463884 -1.7779374 5.9295709 11.3916674 11.5939888 0.8821343 8.0068467 0.2221863 10.7835000 4.1291016 9.1040908 3.7140696 9.6126498 -0.171830 0.561700 0.561700 0.014470 0.014470 -0.154520 -0.206600 0.666040 1.598800 0.220950 2.045700 3.142000 3.656900 -0.568230 3.656900 0.000000 0.000000 -0.015329 0.988250 -0.124860 -0.124860 0.186160 -0.021235 -0.127720 0.576830 -0.159620 -0.159620 -0.027808 0.054660 -0.171830 -0.174490 0.561700 0.014470 0.014470 -0.154520 -0.154520 -0.154520 -0.154520 -0.154520 -0.285130 -0.206600 -0.333640 -0.465360 0.111690 0.220950 0.220950 -0.661420 -0.148240 1.357800 0.061222 0.222680 -0.596530 0.169210 0.155330 0.155330 0.155330 -0.015329 -0.172090 -0.124860 0.104060 0.126030 0.186160 -0.044280 -0.127720 -0.327040 0.104970 0.022444 -0.010094 -0.159620 -0.159620 -0.159620 -0.159620 -0.129140 0.733600 -0.200990 -0.286080 -0.202240 0.054660 0.054660 0.054660 0.054660 0.155 0.155 0.000 0.000 -0.125 -0.125 0.126 0.000 -0.128 -0.222 0.105 0.000 0.000 -0.160 -0.160 0.000 0.000 -0.174 0.387 0.734 0.734 -0.263 -0.202 0.000 0.000 -0.155 -0.155 -0.285 -0.285 0.201 -0.465 0.112 0.221 0.714 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.155 0.155 0.000 0.000 -0.125 -0.125 0.126 0.000 -0.128 -0.222 0.105 0.000 0.000 -0.160 -0.160 0.000 0.000 -0.174 0.387 0.734 0.734 -0.263 -0.202 0.000 0.000 -0.155 -0.155 -0.285 -0.285 0.201 -0.465 0.112 0.221 0.714 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.2037794 9.4163534 0.8071900 5.5531301 7.6037554 9.4522326 4.8804260 9.0399951 9.0223032 5.4795992 3.6484769 6.8295426 9.1086708 6.8184019 8.8146690 11.5931719 11.1738574 11.9191796 11.9500262 9.0279560 9.4950635 5.9501324 7.6379536 6.1048545 9.6164873 11.7168177 12.2569251 7.2528792 12.0877984 10.2292394 7.5687261 0.2221863 4.0035753 9.4522326 4.9342570 2.8660771 11.5782513 10.6989583 5.6316020 0.8071900 4.3307377 6.3202446 10.0347906 7.1440535 10.7057760 10.7195650 -1.7779374 11.6630813 9.1380915 11.7538372 8.9953514 10.1724035 6.1588500 6.6692947 11.8786370 7.5503482 7.3016965 8.8090520 10.2514993 12.130980 10.327138 10.548639 -1.777937 10.173861 10.807644 8.680619 9.700962 10.387747 13.428502 7.608074 12.431208 7.708042 13.369178 10.251499 7.735940 9.854299 11.243539 12.102539 11.480189 12.474286 10.456131 9.169849 4.244583 7.753594 10.337581 8.407088 10.887548 9.334652 9.360484 2.922655 11.461214 11.276138 NA 6.818402 16.559842 8.491339 14.375348 9.497173 13.831362 10.008890 11.420197 1.681629 13.383887 12.216477 9.573703 10.724298 11.263122 10.366552 11.928816 9.366233 10.701992 12.671739 10.447420 10.749445 2.681652 13.707601 NA 1.2348079 12.3085972 14.2727151 10.0027519 7.6080744 10.8873259 9.7009616 12.0774699 8.4033644 13.6494922 8.4594222 9.5413197 10.3553126 9.2313410 9.7691066 8.4070876 9.8959628 0.2221863 9.8857702 9.9034505 12.1677474 11.0710306 4.0801972 10.7307497 10.3905709 6.2278373 10.7851700 3.9226546 11.6469033 1.9226546 1.6816292 10.8463884 7.7863618 10.3401798 11.2883013 10.9760556 9.7230540 9.6667094 10.8815391 TCGA-L5-A8NI 79 1 410 NA esophagus stage iii t3 n1 m0 male 2004 no NA esophagus adenocarcinoma, nos NA r0 4 white NA 2 1 1 1 1 1 1 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 8.149222e-06 2.11533e-06 14.9501661129568 5.3156146179402 35.8803986710963 24.5847176079734 19.2691029900332 4.6417136 10.2180620 9.0975365 5.7263762 12.3202643 7.3443456 10.7630445 8.6555182 5.4285377 11.3834758 10.6365011 2.1339251 7.9746956 -1.8661735 NA 8.9716562 2.3818371 12.7646992 -1.8661735 4.2424425 1.1338923 12.2154846 13.0409024 1.7188767 9.4771035 5.2319507 8.1040237 2.4066999 4.5768607 -1.8661735 13.9677963 9.3818455 14.5320323 10.5019632 7.6417129 7.7151939 11.9565883 0.9412566 10.6935340 11.9987134 11.0075543 12.8799073 10.5923245 11.1983239 2.7777669 0.4558598 2.1339251 9.3032166 11.6470459 6.8308853 8.2836649 11.0967959 2.5262441 11.4644147 8.6065174 2.8343674 8.7319703 9.0712918 9.5029700 7.0317635 12.7639006 NA 9.4193202 10.6139508 5.6337625 9.6713595 9.1858066 1.3038684 9.8498800 12.4550004 13.1691896 8.6623722 10.2835666 -1.8661735 6.5089578 12.0285463 11.7133517 -1.8661735 6.7956955 0.4558598 10.3311346 7.3507368 8.0690829 1.7188767 10.5801406 0.00305220 -0.00138580 0.50411000 -0.60264000 0.14831000 0.02370600 0.01950300 0.00458000 1.79340000 0.35594000 0.01782400 -0.58402000 0.02216400 0.00555290 0.00610900 -0.01422800 0.03538300 1.00420000 3.65690000 0.01000600 1.65460000 -0.60477000 0.00680440 0.03510000 1.38250000 0.55964000 0.63426000 -0.00055444 -0.39386000 0.46759000 -0.60584000 0.00000000 -0.00221680 0.01852300 0.07196600 0.01628600 0.01852300 -0.00193990 0.03693500 0.02595200 -0.61153000 0.00833510 -0.59711000 -1.27460000 -0.08160500 -0.70702000 -0.58019000 -0.61834000 0.00124810 -0.61239000 -0.66087000 -0.01422800 0.48958000 -0.46344000 -0.02315500 -0.57891000 -0.01904000 0.00875280 -0.59604000 -0.00346270 -0.60477000 -0.60477000 0.01474900 0.01433000 -0.63301000 -0.06544700 -0.61623000 -0.05145100 0.00332990 -0.60177000 -0.59964000 0.01000600 -0.05900000 0.07944700 -0.00622860 -0.00622860 -0.61278000 0.41915000 0.45207000 -0.40838000 -0.41762000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.580 -0.580 0.000 0.000 0.000 0.000 -0.394 -0.394 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.580 -0.580 0.000 0.000 0.000 0.000 -0.394 -0.394 8.5056945 12.0467137 6.4239361 3.2631997 5.9152771 8.9340090 5.7921291 9.3512699 9.2702682 5.6177334 6.1562854 6.1891999 9.7085114 12.3579950 11.4279642 11.0198049 9.6604759 12.3531621 11.4141087 7.4146886 7.7664222 5.5517713 9.6827399 8.2385165 8.5892452 11.8785416 11.8071166 10.7212266 11.0961181 11.0357276 8.7132339 2.7188767 9.1161986 8.9340090 5.6662339 -1.8661735 11.5107216 11.3240512 6.6652990 1.9412566 6.5002396 6.4285394 9.0317635 8.2120688 11.0186608 11.0287357 NA 11.1897088 9.1755770 10.7865389 9.6317698 10.2154013 2.9918982 7.5912987 12.7873228 9.2933289 -0.8661735 7.7207580 10.0583593 12.4559869 9.6706508 10.7630445 NA 9.4518958 9.4804318 8.9911213 10.6783994 10.5005134 13.1408137 8.2200542 10.4547185 8.3639385 12.1736938 10.4504823 7.4759928 10.6235150 11.2828711 9.5614875 10.8987896 13.0409024 11.0194237 8.5262355 2.9918982 7.2293149 10.0112021 9.1687170 11.7174708 9.7080384 9.0464480 3.9918982 11.6629824 10.5923245 NA 7.1810419 16.0207076 8.8694739 13.0697276 9.5648931 12.8136179 7.8498798 11.8804322 0.7188767 12.7209318 11.8997220 9.4239367 9.3403219 9.8472614 11.1412957 12.6507260 6.0587299 9.3549008 12.1580906 10.5075987 11.6667609 2.2213822 12.9124058 6.3960122 2.8967950 12.3202643 13.8402229 9.4250887 6.2000080 10.6694363 10.6783994 11.8071166 10.6365011 12.9768084 11.3002380 9.8395502 10.1904710 8.7523034 10.8609875 9.1687170 11.0681616 0.4558598 9.2981964 10.4510479 12.0836535 10.5641091 3.8618363 9.8657333 9.9058200 7.4354144 10.6139508 5.6337625 9.1858066 6.3138263 0.1339580 10.2835666 7.8837876 10.3488441 11.5694580 10.2187263 10.5154608 9.0793618 11.2068879 TCGA-L5-A8NJ 77 0 NA 501 esophagus stage iii t3 n1 m0 male 2000 no NA esophagus adenocarcinoma, nos NA r0 4 white NA 1 2 1 1 1 1 1 1 1 1 0 4 0 0 0 0 0 0 4 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 4 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 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 4 0 0 0 9.258904e-06 2.635493e-06 18.1556195965418 4.32276657060519 34.2939481268012 29.6829971181556 13.5446685878963 NA 10.3027919 10.0797050 6.3664464 11.6233657 8.3015003 9.6883669 10.0815271 5.8947280 6.8032387 1.6739634 NA 8.2131144 -0.1333689 NA 9.5352997 -1.1335272 12.0813723 NA 1.1885275 NA 12.2330597 17.2559003 NA 9.4134953 3.8666014 7.8207974 3.9502351 -0.1333689 7.4665137 14.4627033 8.9958839 15.0014970 9.5642896 6.4813102 7.8467403 13.1366772 4.3260339 10.4062443 11.5788807 11.3943222 12.6055376 10.7346517 12.5155202 -0.1333689 NA 6.7973386 10.3862372 12.0270097 1.1885275 8.2632058 10.8614952 NA 11.9821323 9.4572629 -1.1335272 10.0912055 8.7276877 8.0784892 4.2928627 13.6561855 NA 7.8552859 11.0954196 0.8666311 8.8848012 11.0465100 -0.1333689 9.5851338 13.8653235 9.6626404 4.8889672 9.2326171 -1.1335272 2.3260195 12.4666299 10.9201874 NA 6.7734913 NA 9.9353792 2.3260195 4.2241561 3.1885275 9.8484891 -0.5225600 0.5156000 0.0200630 0.0265010 -0.4973600 0.5725500 -0.5137300 0.6110000 -0.5298100 -0.5298100 0.5640100 0.5682800 0.0083351 0.0077783 0.0297470 0.0033299 0.0033299 -0.5275700 -0.0587570 0.4963200 0.0000000 0.0269350 -0.5304200 0.4687800 3.6569000 0.7332200 0.0289030 -0.5768400 -0.1536200 -0.5225600 -0.5225600 -0.0336770 0.5197800 -0.5234800 -0.5349000 -0.5349000 -0.5349000 0.5725500 0.5725500 -0.5475400 -0.5137300 -0.5140400 0.0599370 -0.5394300 -0.5298100 -0.5500000 -0.7705600 0.0083351 -0.0136770 0.0077783 -0.5322600 -1.2929000 0.5074100 0.5074100 0.5074100 0.5074100 -0.5275700 0.3893200 0.0000000 0.0269350 0.0269350 0.0269350 -0.5304200 0.4716900 -0.0373390 -0.5206100 -0.5754600 0.1439900 -0.5247100 -1.1323000 -1.1323000 -0.5344900 -0.5768400 -0.1750000 -0.4225400 -1.0640000 -0.5436100 -0.1587300 -0.1587300 -0.1587300 -0.1536200 0.507 0.507 -0.469 0.000 0.000 0.000 0.000 -0.530 0.456 0.000 0.000 -0.528 0.000 -1.132 -1.132 -0.499 0.000 -0.469 0.000 0.207 0.378 -0.472 -0.544 0.000 -0.497 -0.535 0.038 -0.511 -0.511 0.000 0.000 -0.530 -0.530 0.554 0.000 0.000 0.000 -0.516 0.000 -0.159 -0.159 0.507 0.507 -0.469 0.000 0.000 0.000 0.000 -0.530 0.456 0.000 0.000 -0.528 0.000 -1.132 -1.132 -0.499 0.000 -0.469 0.000 0.207 0.378 -0.472 -0.544 0.000 -0.497 -0.535 0.038 -0.511 -0.511 0.000 0.000 -0.530 -0.530 0.554 0.000 0.000 0.000 -0.516 0.000 -0.159 -0.159 6.6479606 9.1450502 2.0365385 5.7120922 7.2802288 8.3362428 4.3260339 10.9181497 9.3891824 4.7734900 2.5670343 6.5248128 9.3524302 6.3664464 8.5140591 11.4433214 10.7595875 11.9937892 11.6901672 8.6771724 9.3205916 5.1703818 6.9380634 -0.1333689 9.0196969 10.9510771 12.6506222 3.6214893 11.8785112 11.0564254 6.8778277 3.1885275 12.9279721 8.3362428 7.6407619 -1.1335272 11.6152130 10.0662733 6.7369660 -1.1335272 4.0365297 6.4288425 9.3022711 5.6739549 10.4716173 11.1629436 -1.1335272 12.5361503 9.9360506 11.3872195 8.5653055 10.0010271 -1.1335272 5.1885275 13.5824556 8.0232653 -1.1335272 4.9540660 10.9144064 12.0293069 9.8388628 9.6883669 NA 10.4618584 8.3116157 9.1204484 9.4785478 9.8402983 13.0174770 7.6803820 11.5754692 7.9777367 10.8013975 10.2685470 8.2372884 9.3494088 11.0954196 10.7088687 11.3385300 17.2559003 9.6787781 9.0087079 4.1145253 5.7734927 10.0845586 8.6691171 11.5546326 9.4355071 8.9123607 0.8666311 11.7253590 10.7346517 -1.1335272 5.5945217 14.7743619 9.1806176 13.3523673 10.2158820 13.8109469 8.8538650 10.8955429 1.8665915 13.0161043 11.4548470 9.7315609 9.4665137 11.0938318 9.9534006 11.7228319 7.2503051 10.9171298 13.5898538 10.1930304 10.4977779 2.3260195 13.3816231 NA -0.1333689 11.6233657 13.6318269 10.5381420 5.0365253 10.8602470 9.4785478 12.0283626 1.6739634 14.8550415 6.6675005 6.8323850 9.0940724 8.7152238 10.2738687 8.6691171 9.7862092 NA 8.9971716 9.8374258 12.8163364 10.0384031 2.0365385 10.8644860 8.5425579 4.6739577 11.0954196 0.8666311 11.0465100 1.1885275 NA 9.2326171 7.3979826 9.7973383 11.3602062 10.2991428 10.3935891 8.4345569 10.9839193 TCGA-L5-A8NK 84 0 NA 412 esophagus stage iia t3 n0 m0 female 2004 NA NA esophagus squamous cell carcinoma 25 r1 0 white NA 2 5 4 5 6 3 5 4 3 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 8.357288e-06 2.358073e-06 16.8253968253968 5.3968253968254 47.9365079365079 6.66666666666667 23.1746031746032 0.9804641 10.2580016 10.8999410 NA 12.4201048 7.5971334 10.0022945 10.2279345 5.4267377 10.4017050 6.5533713 3.7029456 7.4300427 NA 3.8680052 8.8077165 4.1821122 12.7342032 2.2435168 3.9439588 -0.3415371 12.3557384 12.3977013 0.6585543 9.3042121 5.0679441 10.0270600 9.2467154 1.2434863 1.4659222 14.2472389 10.0631630 13.3316666 8.3130644 7.5922440 8.6245111 13.7540330 13.1867024 10.4464561 11.8336602 11.0042361 12.5524239 10.8876728 12.0519440 4.7670774 1.8284691 5.6919780 11.0554259 11.7437106 5.9894706 8.8409478 13.1877901 5.0848169 12.2182891 8.7325477 5.6919780 10.1403531 9.6974726 9.7199247 6.2284089 13.7373298 NA 7.8582260 11.3433022 6.0931820 9.2921573 12.1390914 6.7774947 10.3221117 13.1485896 11.0996822 9.3042121 10.6458709 -0.3415371 3.1179776 11.0449550 11.0934398 4.5411989 4.5165321 NA 10.1468959 6.6864599 8.2951784 12.3850911 11.3827668 0.069404 0.069404 0.069404 -0.144360 -0.128860 0.085966 0.046723 0.958400 -0.155650 -0.148090 0.243130 0.630640 0.189780 0.232870 0.348490 0.029769 0.034342 -0.248110 1.546100 0.062102 0.062102 0.422700 0.039783 -0.111270 -0.080121 -0.425150 -0.159480 0.608670 0.171230 0.069404 0.069404 0.069404 -0.128860 -0.128860 -0.181420 -0.395950 -0.395950 0.088281 0.085966 -0.159600 0.046723 0.027792 -0.355770 -0.155650 -0.148090 -0.148090 -0.170540 -0.197730 0.189780 0.232870 0.021485 -0.831050 0.035405 -0.107110 -0.107110 -0.107110 -0.248110 -0.260600 0.062102 0.036392 0.036392 0.025553 0.039783 0.000000 0.031458 -0.015180 -0.080121 0.012677 -0.425150 -0.159480 -0.159480 -0.159480 -0.417120 0.047148 -0.188960 -0.188960 -0.429290 -0.050349 -0.050349 -0.335820 -0.335820 -0.107 -0.107 -0.240 -0.240 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.425 -0.159 -0.423 0.186 0.000 0.000 0.000 0.000 -0.189 -0.194 -0.141 -0.141 -0.396 0.000 -0.160 0.000 0.603 -0.356 -0.156 -0.156 0.073 -0.171 0.233 0.233 0.000 0.000 0.000 0.000 -0.107 -0.107 -0.240 -0.240 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.425 -0.159 -0.423 0.186 0.000 0.000 0.000 0.000 -0.189 -0.194 -0.141 -0.141 -0.396 0.000 -0.160 0.000 0.603 -0.356 -0.156 -0.156 0.073 -0.171 0.233 0.233 0.000 0.000 0.000 0.000 8.5165345 8.8196854 8.7326952 5.2584662 7.6010680 7.3450539 6.5165353 6.1821162 9.6221723 7.0335926 7.1544090 6.4977576 9.7036306 9.3203317 10.6354756 12.0155557 10.2485277 11.1848083 9.8259718 11.1486524 8.1979258 3.4659092 9.2198415 7.9064812 8.6524542 10.5308437 12.1393438 6.3932635 12.5586185 11.5678842 8.2951784 3.8680052 12.7193339 7.3450539 5.1119077 0.6585543 11.0774603 7.2397541 8.4707309 2.4658961 5.4000221 10.5639406 9.7056775 8.7070405 10.6743171 11.1767150 6.8083001 12.7340327 8.8032119 11.6449290 10.2528782 9.6465281 8.7955446 7.6725738 14.4313578 7.3328869 -0.3415371 3.1179776 7.8752997 12.456519 10.205448 10.002295 1.980464 9.532767 7.716545 7.855770 9.595155 10.485102 13.491790 7.568446 12.623346 7.850846 6.691977 10.198682 9.199650 9.661369 11.854695 12.533492 13.041718 12.397701 10.537754 8.136312 5.691978 7.609838 9.344178 9.120033 10.859759 11.539285 9.041178 3.358987 12.807824 10.887673 2.117994 8.184074 17.038432 8.890975 13.435860 9.730686 11.159395 6.406746 12.935768 1.658554 13.016971 11.706530 9.067944 10.995339 10.242384 9.589291 12.206171 7.072182 10.244455 12.487680 10.410934 10.874390 3.117978 12.640299 1.243486 4.896194 12.420105 13.995261 9.745353 7.650075 11.497560 9.595155 12.289617 6.553371 13.666895 9.269578 8.773597 10.575758 9.175239 11.780249 9.120033 10.632968 1.828469 10.596663 10.296537 12.831372 11.265653 5.345056 11.614930 11.214101 5.465909 11.343302 6.093182 12.139091 4.541199 9.834727 10.645871 5.612751 9.988910 9.999516 11.499725 10.620003 9.717222 11.101238 TCGA-L5-A8NL 56 0 NA 402 esophagus stage iii t3 n1 m0 male 2004 NA NA esophagus adenocarcinoma, nos NA r0 4 white NA 1 2 1 4 1 1 1 2 4 2 0 4 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 4 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 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 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6.4847e-06 1.768555e-06 25.1046025104602 4.18410041841004 45.6066945606695 14.2259414225941 10.8786610878661 0.4776773 10.4919424 10.2143830 5.3054635 11.2303580 8.2533388 10.8578853 9.3965061 6.1658798 12.1312045 8.0383577 -1.8442508 9.1004269 -0.8442508 NA 10.1976956 2.5480420 12.7307257 0.4776773 4.4411182 -1.8442508 12.1051768 14.1821518 0.7407117 9.1801620 6.6233197 8.4036422 4.1001030 3.1099121 2.9105984 14.4813013 9.3621187 13.6578004 9.3861076 9.0429354 8.7103229 13.2092165 NA 10.5557937 11.4248590 10.8611312 12.3239952 11.7696193 12.0815473 6.0444575 0.1557492 5.2431778 11.1505985 12.2868571 7.0745782 10.2917447 12.1403460 4.5307512 11.3212499 9.1793443 5.2642399 9.7416163 9.8013732 10.5061016 7.7814233 12.8307346 NA 9.7231956 11.1858646 7.8013734 8.9077860 11.0762538 3.7103050 9.6778058 11.9932442 13.1146299 9.7026092 10.2576773 1.3256167 5.0383572 12.5257210 10.7321991 -0.3536530 8.1358544 NA 9.4651911 8.0982295 8.8647987 3.1557169 10.1448609 0.1346500 0.1371700 0.1414700 0.0959440 0.0926050 0.3417700 -0.2815600 0.0493980 -0.0042570 -0.1018400 0.1209300 0.1209300 -0.2804900 0.1000900 0.1000900 -0.2840600 0.1710600 -0.1028900 -0.1028900 0.1207900 0.1174900 -0.2751200 0.0459910 -0.0272610 3.6569000 0.9544700 1.4500000 -0.2718800 -0.0088526 -0.3073300 0.1371700 0.1414700 0.0959440 0.0926050 -0.0765450 -0.0765450 -0.0765450 -0.0227440 0.3417700 -0.2815600 -0.2748800 -0.2726000 0.0000000 -0.3000400 -0.1018400 -0.1018400 0.1209300 0.1249100 -0.2911800 0.1000900 -0.2840600 -0.2840600 -0.0167040 -0.0167040 -0.0167040 -0.0167040 -0.1028900 -0.1028900 0.1174900 -0.3128400 -0.2751200 -0.2751200 0.0219060 -0.0272610 0.0339720 -0.3226300 -0.2393600 -0.0571160 -0.2735600 -0.4154200 -0.4862800 -0.4650300 -0.0606140 -0.2892800 -0.2897400 -0.2022400 -0.3078000 -0.0145030 -0.0145030 -0.0145030 -0.3612500 0.000 0.000 -0.103 -0.103 0.121 0.121 -0.275 0.000 0.000 0.000 0.000 -0.182 0.000 -0.274 -0.465 -0.272 -0.272 0.137 0.137 -0.236 0.342 -0.290 -0.308 0.000 0.000 0.000 0.342 -0.282 -0.282 0.000 0.000 0.000 0.000 0.140 0.140 0.100 0.100 -0.113 0.171 0.000 0.000 0.000 0.000 -0.103 -0.103 0.121 0.121 -0.275 0.000 0.000 0.000 0.000 -0.182 0.000 -0.274 -0.465 -0.272 -0.272 0.137 0.137 -0.236 0.342 -0.290 -0.308 0.000 0.000 0.000 0.342 -0.282 -0.282 0.000 0.000 0.000 0.000 0.140 0.140 0.100 0.100 -0.113 0.171 0.000 0.000 10.4169283 9.9255527 1.6151338 5.9436166 6.3651676 8.6212812 5.8351940 8.6851454 9.2096408 6.0565814 5.7704247 7.3405899 6.5861672 9.1372822 9.1011587 11.3765465 6.5591950 11.4944512 11.2753044 8.2418511 8.2948312 5.3941197 9.6856332 4.3054599 8.3016471 11.9474882 12.6730766 7.8716767 11.2738512 10.0356808 7.8351946 1.6151338 2.6792661 8.6212812 5.9758296 -1.8442508 10.8450576 10.7941507 9.2517709 3.7995743 7.4576911 8.1472365 9.7773087 10.5632481 10.1891378 10.3851345 -1.8442508 11.7272305 8.2042019 9.1387083 8.8656603 10.0306961 2.5480420 6.0012055 12.6891662 8.1247701 -0.8442508 9.5960649 10.5377984 12.4752458 10.3682111 10.8578853 NA 9.7662783 9.7593411 8.1084560 9.1084050 10.7107832 12.0353938 7.8699602 11.4612066 7.5544584 13.4511968 10.7260449 8.0686042 9.4166344 11.6473174 10.0533939 10.4913842 14.1821518 10.7727230 8.2285171 7.7064615 8.7959598 9.7690439 7.4480362 10.3162166 10.8855479 8.9319997 6.4131032 11.9460633 11.7696193 NA 7.7630450 16.0822335 9.1493607 13.7864370 9.7203407 14.0780901 7.0229936 12.3838571 3.4776385 12.7653074 11.4765154 9.3917291 10.7369154 9.9994592 10.9986543 12.3632630 7.9452483 10.1760003 11.6419854 10.1953193 10.7239084 1.3256167 12.8798023 0.1557492 3.4059243 11.2303580 13.9293313 10.1026210 7.5587268 11.1601109 9.1084050 11.6494452 8.0383577 12.4982757 10.5493734 9.7303083 10.5188941 8.4877512 11.6202605 7.4480362 9.9590387 0.1557492 9.2143830 9.8686716 12.3072071 11.3947165 4.5651036 10.3976979 10.3181061 7.9370742 11.1858646 7.8013734 11.0762538 5.3651676 4.2218075 10.2576773 6.9370748 9.7932453 10.7800533 11.0308881 10.4841092 9.4113040 11.0686041 TCGA-L5-A8NM 84 1 236 NA esophagus stage iib t2 n1 m0 female 2004 no NA esophagus adenocarcinoma, nos NA r0 1 white NA 2 2 NA NA 1 1 1 1 1 1 0 0 0 0 0 0 0 4 0 4 0 0 0 1 4 5 0 0 0 0 4 4 6 4 4 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 6 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 4 6 0 0 6 0 4 0 0 0 6 4 0 0 0 6 0 0 0 5 0 0 0 0 0 4 0 0 5 4 0 4 0 0 6 0 0 0 0 0 6 6 2 6 0 0 0 5 4 0 6 4 0 0 0 0 0 0 0 0 6 4 0 0 6 0 0 0 6 0 0 0 0 4.078079e-05 1.505005e-05 42.0634920634921 2.25885225885226 34.3101343101343 17.2161172161172 4.15140415140415 NA 10.5957758 10.1066137 5.6874723 10.9724384 7.0604895 9.4623360 9.7375122 5.2492785 8.9264380 6.6312280 NA 8.2351828 -1.7221342 NA 10.1579394 NA 13.2508979 NA 5.0854374 NA 12.3533090 12.6981724 NA 9.3039122 6.4629554 8.5841421 -0.7218963 NA -1.7221342 13.5610604 9.7456861 12.9007050 9.9109985 9.1345062 8.5886933 13.7914381 -0.7218963 9.9961852 12.1771174 10.6741502 12.3992903 10.9754826 12.5518761 1.0854247 NA 8.1591947 10.4473793 11.5961912 3.7699304 8.8649203 11.4746812 -0.1370131 11.7086638 9.4669723 -0.7218963 9.7199873 9.0110958 8.6917086 4.6356325 13.4213840 NA 7.8345867 11.0025944 3.1849785 9.0733085 11.1800787 1.0854247 9.9232887 13.5123741 10.5758566 5.7779273 11.0049309 -0.1370131 2.8016346 10.4719138 11.0508075 NA 9.0586204 NA 10.1568979 4.3004459 4.9505057 1.8630266 10.3859318 0.00346870 0.00416320 0.00416320 0.00027728 0.00638710 0.00083195 0.00000000 -0.02013800 -0.00249380 -0.00249380 0.00083195 0.00083195 0.53081000 0.53081000 0.53081000 -0.00443120 -0.00443120 -0.00456950 -0.00456950 0.00736090 0.00736090 -0.02520900 0.00041593 0.00708260 -0.00401620 -0.00456950 -0.01958900 0.02356600 0.02721600 0.00346870 0.00416320 -0.01642900 0.00027728 0.00638710 -0.00678130 -0.00678130 -0.01422800 -0.00694180 0.00083195 0.00000000 0.00000000 -0.00277070 -0.00470790 -0.00249380 -0.00249380 -0.00249380 0.00083195 0.00083195 0.53081000 0.53081000 -0.00443120 -0.00443120 0.00083195 0.00083195 -0.00019672 -0.00019672 -0.00456950 -0.01022300 0.00736090 -0.02520900 -0.02520900 -0.02520900 0.00041593 -0.00207840 -0.00747200 -0.64987000 -0.00401620 -0.00401620 -0.01958900 -0.01958900 -0.01958900 -0.01958900 0.02356600 -0.00954260 0.00875280 0.00875280 -0.00567570 0.02721600 0.02721600 0.02721600 0.02721600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.531 0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.531 0.531 0.000 0.000 0.000 0.000 7.6509455 10.1066137 NA 2.6000080 7.9540375 8.3347184 4.3441681 7.7578607 8.8172395 5.3441681 3.7375137 6.7699330 5.1607226 10.3149410 5.1969453 11.3719933 10.5693002 11.9989661 12.5219983 8.9672049 8.7639602 5.5909642 7.8573963 12.1055225 8.7241301 12.3983994 12.1092888 6.6312280 12.3029726 10.7310939 8.0561575 0.8630662 10.6990934 8.3347184 5.7045981 -0.1370131 11.6463142 9.4716059 5.1969453 -0.1370131 5.0982595 4.5818634 9.4592328 7.4604747 10.4319493 11.1443936 NA 12.1556523 9.3475304 12.1996426 8.5212545 10.0906590 2.6703872 5.3970225 13.0581589 7.3982409 4.1607266 7.0918617 10.0627154 12.5381915 9.9897476 9.4623360 NA 9.4783662 11.9878106 8.7446670 10.1286464 10.4015554 12.4739141 8.1141307 11.6313652 8.6853484 12.9120407 9.7085332 9.2051178 9.7225779 12.1784757 10.5197301 11.9131184 12.6981724 10.1145254 8.6268089 7.2752604 7.4278274 10.4610956 8.2624989 11.6422152 11.1536380 8.8075111 1.6000318 11.5277866 10.9754826 NA 5.0329692 16.1161493 9.5236333 13.5020445 9.4716059 14.7641771 10.2202285 11.1787587 1.8630266 12.7868645 11.8993312 9.5686755 6.6134712 10.8708132 9.2674752 11.8796192 7.9219367 9.6383789 12.5681750 9.5277866 11.2594695 0.8630662 13.1643487 5.9991792 1.449588 10.972438 13.735717 8.663943 7.988887 11.009824 10.128646 11.938411 6.631228 13.901648 7.629020 8.877064 9.968266 9.631227 10.653663 8.262499 9.411865 NA 9.486315 10.219128 12.194147 11.181962 3.950506 10.997255 10.326227 4.600008 11.002594 3.184978 11.180079 1.448002 NA 11.004931 7.415072 9.345515 11.121216 10.580719 10.467905 9.133728 10.737000 TCGA-L5-A8NN 81 0 NA 167 esophagus stage iii t3 n1 m0 male 2004 no NA esophagus adenocarcinoma, nos 15 r0 4 white NA 2 1 NA NA 2 1 3 1 1 1 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 6 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 6 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 7 0 5.340342e-06 1.733877e-06 24.0384615384615 3.84615384615385 52.4038461538462 8.17307692307692 11.5384615384615 4.19759808 10.46018085 10.40065256 5.41643443 12.38273171 7.79767709 10.59376179 9.38946743 5.42708317 8.24650975 10.47500765 -1.66017850 9.03397685 NA 2.24649930 8.86526714 9.03397685 12.49241003 -0.07536799 3.38400835 0.33959350 12.43468626 11.92458146 3.14698100 9.37441790 5.79905103 8.75641655 3.06700189 3.09450634 2.66154440 14.67872085 8.22683940 13.16313400 8.86701767 8.16457763 8.53069036 11.17685269 NA 9.67724095 11.51021383 10.62125931 13.64902426 11.13159579 11.16338426 5.45855918 1.14698100 6.74475985 10.43501595 12.31416799 4.71465766 8.30684504 10.98051684 3.29381188 10.34699666 10.09525354 7.09450634 9.51016996 8.94879764 9.44814336 6.28213396 12.87106135 3.42708317 8.61224891 10.09367135 5.06753977 9.36268028 8.82846339 4.92457975 10.39761068 12.19750281 13.87014723 8.98887523 11.33940939 NA 5.18510933 10.82015678 7.33679842 7.51683935 5.53929222 4.17251152 9.99514967 4.81567789 9.34173074 1.33959350 9.78979917 -0.125510 0.496140 0.477530 0.000000 0.014010 0.409940 0.231170 -0.684870 0.468780 -0.027808 0.539420 0.067805 0.213450 0.286770 0.274110 -0.136260 -0.150240 0.338530 0.314710 -0.100260 0.763700 -0.132380 0.409940 -0.108800 0.694470 0.389980 0.419600 0.856600 -0.515170 -0.125510 0.496140 0.456580 0.000000 -0.983860 -0.100640 -0.100640 -0.100640 -0.086518 0.409940 -0.134450 0.231170 -0.114380 -0.128230 0.479420 -0.027808 -0.027808 0.067805 0.518740 -0.132510 -0.139490 -0.073343 -0.117560 -0.026030 -0.052126 -0.052126 -0.052126 0.354640 0.345520 0.763700 -0.132380 -0.132380 -0.132380 -0.085855 -0.108800 -0.620640 -0.755900 -0.157710 0.737960 0.405440 0.419600 0.419600 0.408610 -0.288570 0.816300 -0.550250 0.383200 -0.252130 0.136280 0.136280 0.136280 0.100850 0.000 0.000 0.362 0.362 0.663 0.764 -0.132 0.235 -0.109 -0.120 -0.120 -0.158 0.537 0.420 0.420 -0.289 0.568 0.000 0.457 1.009 1.009 0.383 -0.252 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 0.469 0.000 0.472 0.472 -0.139 0.135 0.000 0.000 0.136 0.136 0.000 0.000 0.362 0.362 0.663 0.764 -0.132 0.235 -0.109 -0.120 -0.120 -0.158 0.537 0.420 0.420 -0.289 0.568 0.000 0.457 1.009 1.009 0.383 -0.252 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 0.469 0.000 0.472 0.472 -0.139 0.135 0.000 0.000 0.136 0.136 8.4842771 9.4036880 0.9245560 4.9245798 7.3111625 9.7297879 3.8942066 7.2909036 9.8199043 6.1209781 9.4481434 7.1629864 10.1172853 10.1839324 11.8702692 10.5801122 8.7571656 10.3028763 9.5672349 7.9506440 8.3217996 6.1534000 7.1144055 2.9245750 10.0027323 10.9524875 10.2256966 7.8631809 10.7051404 10.6999174 8.0400584 4.1975981 2.9834771 9.7297879 7.8762351 0.3395935 10.6713756 9.3054033 4.6434002 6.3730426 4.7564576 8.8768374 9.8394649 8.5157921 10.8513716 10.8778079 NA 11.5487677 8.6017140 11.0968006 9.8484042 10.2905394 7.0296174 7.7700718 14.5435022 8.7074813 2.6615444 7.4455273 10.3592097 12.0403838 10.4785307 10.5937618 -0.6604065 10.4376511 10.3469967 8.3382096 10.5132867 10.1744849 10.1469739 9.2222619 11.3763078 7.9689755 8.7980256 10.0487028 8.9762436 9.7372937 11.2938153 10.4738591 10.9439405 11.9245815 11.4284072 9.3133164 4.4689026 7.3730417 11.3737301 8.8434447 11.6740319 9.9762436 9.4257020 4.1209822 11.4389668 11.1315958 -1.6601785 6.7015629 14.8475176 8.7340816 13.0521997 10.6719353 10.6507996 5.8787768 12.1642794 -0.6604065 12.6094528 12.0144733 9.3508462 10.3619867 9.9240273 10.6482424 12.8670349 7.1534000 10.6850242 12.0128408 11.0237101 11.2163277 0.3395935 13.3654506 2.0400508 1.932968 12.382732 15.289240 9.204579 7.851372 12.759711 10.513287 11.139508 10.475008 11.246134 9.948336 9.432376 9.897083 8.541743 11.979186 8.843445 10.167359 1.146981 9.651367 9.563621 12.340587 12.121388 0.924556 9.808752 9.112758 6.203806 10.093671 5.067540 8.828463 1.146981 2.040051 11.339409 8.265915 10.076866 10.380251 11.752586 10.421768 8.698270 10.473082 TCGA-L5-A8NQ 71 1 650 NA esophagus stage iia t2 n0 m0 male 2001 no NA esophagus squamous cell carcinoma 60 r0 0 white NA 2 6 2 2 6 3 5 3 3 3 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 9.501647e-06 2.808881e-06 12.6373626373626 4.12087912087912 52.4725274725275 6.04395604395604 24.7252747252747 0.2092662 10.1893676 10.0262116 0.2092662 11.6854679 6.7878647 8.3229701 9.9657843 5.2536225 8.2204552 7.9905879 NA 7.1634243 NA NA 10.1016645 0.2092662 12.3573613 NA 2.7941871 NA 11.7556402 12.4768925 3.5311569 10.4392484 5.2536225 8.3385109 10.6821624 2.2092350 1.7941871 13.9196039 10.2260363 15.5587508 7.6438562 8.7828751 7.1280913 12.9991691 14.0487270 9.6333943 11.6269065 10.7932509 12.2046418 9.7998150 11.9477425 4.0165855 0.2092662 6.8674394 10.2106362 12.0511657 2.5311444 7.7638165 12.1202454 3.0165855 11.1546718 8.2805829 1.7941871 9.4259739 8.8239378 8.4476325 5.6686609 14.2035814 NA 7.8312800 10.7951294 4.2966923 8.3741349 10.7239420 5.6015450 10.1590547 13.6061003 12.5223944 9.0389508 9.5051347 1.2092038 0.2092662 10.5993969 10.5266406 NA 2.7941871 0.2092662 10.1010117 5.6686609 7.8016851 12.3741349 10.3419462 0.0000000 -0.0077482 -0.0077482 0.0319990 0.0319990 0.0814270 -0.0190400 -0.0669220 0.2810500 0.2330300 0.0693820 -0.0364010 0.1500100 0.1500100 0.2588700 -0.0587310 -0.0587310 -0.0450930 3.6569000 0.3281800 -0.0280810 -0.0525100 0.3624800 0.4994300 -0.0754780 0.2939000 -0.2048600 -0.0224110 0.2810500 0.0000000 -0.0077482 -0.0077482 0.0319990 0.0319990 -0.0468900 0.0814270 0.0814270 0.0814270 0.0814270 -0.0190400 -0.0190400 -0.0190400 -0.2346300 0.2810500 0.1458100 0.1390900 -0.0364010 -0.0364010 0.1500100 0.1500100 -0.0758780 -0.3944100 0.0311000 0.0430150 0.0570830 0.0570830 -0.0450930 -0.0528010 -0.0280810 -0.0457700 -0.0525100 -0.0525100 0.3624800 0.4663900 0.1562100 0.1562100 -0.0754780 -0.0754780 0.2939000 -0.2048600 -0.2048600 -0.2048600 -0.0224110 -0.0728080 -0.0499650 -0.0499650 -0.0614200 0.2728500 0.2788400 -0.0850590 -0.0850590 0.000 0.000 0.000 0.000 0.328 0.000 0.000 0.362 0.000 0.156 0.156 0.000 0.000 0.305 0.101 0.000 0.000 0.000 0.000 0.000 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.281 0.146 0.000 0.000 0.150 0.150 0.000 0.000 0.273 0.273 0.000 0.000 0.000 0.000 0.328 0.000 0.000 0.362 0.000 0.156 0.156 0.000 0.000 0.305 0.101 0.000 0.000 0.000 0.000 0.000 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.281 0.146 0.000 0.000 0.150 0.150 0.000 0.000 0.273 0.273 8.6809031 9.8566863 8.4332295 3.0165855 9.1458659 7.8239378 6.2536225 7.5130090 8.5221111 7.2204548 7.3281687 6.2315956 9.3965800 8.3487795 10.6490588 13.0409311 11.2773949 11.4082868 9.4015208 11.2617960 7.2195606 4.2966923 7.3487795 NA 8.7714703 10.6281347 11.3760187 5.6686609 12.8680620 11.4783546 7.9840151 3.7941871 13.7015819 7.8239378 5.3573479 0.2092662 11.8160958 8.0795925 8.0421179 3.9096675 6.7941910 9.7367050 9.7503246 10.6239132 11.0060788 11.0586331 6.0165832 13.0813256 10.0765067 11.9088004 10.8340234 9.3640460 11.2583958 9.1950700 14.2628145 7.2553695 NA 6.4186808 8.7561223 11.509581 9.799815 8.322970 NA 9.131069 7.348779 7.888708 9.814707 9.858484 14.323025 6.794191 10.674794 6.635493 10.090342 10.522111 8.874564 8.499247 10.985661 11.701041 12.235060 12.476892 10.321667 7.652172 6.684962 7.950695 9.734749 10.728864 11.331409 11.621798 8.553524 3.379150 12.664555 9.799815 2.209235 8.253622 14.933141 8.399053 13.197913 9.943938 11.802152 5.209227 12.657344 2.209235 12.968733 11.560719 8.838585 9.501550 10.535444 9.892223 12.074188 7.209228 10.350058 13.175257 9.335932 10.099492 1.209204 12.466616 NA 1.7941871 11.6854679 13.8313931 9.9303271 6.7790837 11.0413268 9.8147074 11.4777700 7.9905879 12.7003295 9.7010810 10.2454015 9.6186190 8.4760146 10.7435309 10.7288642 9.4713228 0.2092662 10.3229702 9.0826720 12.5763697 10.5777344 4.6686581 10.9979463 10.9035858 4.2966923 10.7951294 4.2966923 10.7239420 5.8239378 NA 9.5051347 6.0165832 10.6365408 10.5667800 10.1488072 9.7561224 8.1634243 9.8798842 TCGA-L5-A8NR 81 0 NA 265 esophagus stage iii t3 n1 m0 female 2001 no NA esophagus adenocarcinoma, nos 15 r0 7 NA NA 1 2 NA NA 1 1 1 2 1 2 0 0 4 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 6 0 0 0 0 0 7 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 8.010512e-06 2.878236e-06 25 4.6875 38.75 23.75 7.8125 -0.56896547 10.80222723 9.84091637 5.98558468 12.24747880 7.29437630 10.61741264 9.74671081 7.00668513 10.25077497 9.20578201 3.23834359 8.56798611 -1.56917950 NA 9.99206821 NA 13.24738978 2.28797458 3.75291982 1.01592569 11.49337854 16.81075417 -1.56917950 9.04386367 3.89042724 9.75010265 3.58073643 3.18588240 -1.56917950 13.20804486 9.67535884 15.49519586 9.94220409 7.42534852 8.53968925 13.27236286 0.75291982 10.70420791 11.32022144 11.57485655 12.24667856 10.68188563 12.24737878 3.89042724 -1.56917950 4.21235144 10.79813681 12.26404328 5.28897494 8.26230254 11.62508397 2.75291982 11.28703150 8.03276593 4.85725947 10.57437829 9.91783003 9.44849939 5.67892262 14.22269216 NA 8.71986109 10.84911121 5.65016427 8.63556614 10.98869811 3.13144132 10.17456721 13.08484779 11.72575939 7.28897586 10.62958439 NA 4.04570506 12.49859749 8.34836699 -1.56917950 5.01595690 0.01592569 9.85463622 6.39099778 8.36025365 3.56027474 9.85492509 -0.0641770 0.0049969 0.0321400 0.4578600 0.0079175 0.5119400 1.4340000 -0.4512500 -0.4046200 0.0335490 0.5306400 -0.4673800 0.6678900 0.1163800 0.8149500 -0.4652500 0.0140510 0.0192690 0.1362200 0.0321400 0.0000000 0.1017600 -0.0025892 -0.1467000 3.6569000 -0.9838600 -0.4525400 2.3085000 -0.0400730 -0.0641770 -0.0641770 0.0321400 0.0079175 0.0030522 0.0059700 -0.4829200 -0.4829200 0.4842300 0.5119400 -0.4689700 -0.4479900 -0.4517900 -0.4512500 0.0582240 0.0335490 0.0383470 -0.4673800 -0.9933900 -1.0198000 -0.9738100 -0.4652500 -0.4652500 0.8639400 0.8639400 0.0308730 0.0303100 0.0656560 0.1813200 0.0000000 0.0144700 0.0144700 0.0931850 -0.0025892 -0.1467000 0.0249690 -1.2929000 -0.4597100 -0.4536100 -0.9838600 -0.4525400 -0.4525400 -0.9602800 -0.4470600 -0.4782000 -0.4405900 -0.4502900 -0.4707800 3.6569000 -0.7971100 -0.3711000 -0.0400730 0.833 0.000 0.000 0.000 0.000 0.000 0.102 0.000 -0.147 0.000 -0.350 -0.460 0.000 -0.496 -0.496 -0.447 -0.144 0.000 0.000 0.505 0.505 -0.441 -0.471 0.000 0.000 0.000 0.374 -0.469 -0.469 -0.451 -0.451 0.000 0.000 0.079 -0.440 -0.989 0.654 -0.447 0.000 -0.231 -0.231 0.833 0.000 0.000 0.000 0.000 0.000 0.102 0.000 -0.147 0.000 -0.350 -0.460 0.000 -0.496 -0.496 -0.447 -0.144 0.000 0.000 0.505 0.505 -0.441 -0.471 0.000 0.000 0.000 0.374 -0.469 -0.469 -0.451 -0.451 0.000 0.000 0.079 -0.440 -0.989 0.654 -0.447 0.000 -0.231 -0.231 7.53428265 11.40809607 8.04386339 5.97015422 8.45058567 8.71292519 5.71639834 8.23512629 9.97547657 5.31363768 3.89042724 7.63800938 8.79403467 6.69308964 8.75854770 11.00724323 10.78336129 11.83560446 10.93482084 8.81469941 9.79349781 7.09277299 8.44082350 4.04570506 8.64531402 10.49000145 10.79649734 6.15209416 11.89447091 10.08518349 8.29208185 0.01592569 12.02146515 8.71292519 6.01392671 1.75291982 12.44884741 9.86197025 8.85935525 3.47538325 6.33788589 7.28586362 9.83773152 9.30367003 10.29750131 10.00936775 NA 11.27354182 8.36468579 11.71466225 8.97885372 9.38009217 -0.56896547 7.23189508 12.88593691 7.72350054 NA 3.18588240 10.69308990 12.9944893 9.9691840 10.6174126 -0.5689655 10.0576168 11.3630252 8.0981068 10.5727669 11.2363359 11.1203991 8.7012905 10.0364746 9.1007659 12.0103110 10.7218779 8.3967794 9.6183471 11.0580729 11.8603783 11.3850096 16.8107542 10.8564732 9.0112535 7.8677069 6.7024581 10.0856311 8.2575434 11.2339153 10.5695869 9.2302768 4.7529252 12.1486715 10.6818856 NA 6.7619115 17.8381989 10.4018200 12.8838798 9.8119972 13.0254363 8.1314346 11.9350692 1.4309810 13.4634554 11.9476800 9.0972192 9.1452406 10.5277267 10.7686170 12.6818116 5.0603501 9.9343239 12.9451420 9.6084147 10.7256158 2.1314249 12.7129975 1.8904078 3.288979 12.247479 13.846340 10.825726 6.251174 10.663416 10.572767 11.972697 9.205782 13.862623 9.270986 9.955047 9.882206 8.963351 10.641362 8.257543 9.134034 -1.569180 9.382280 10.602172 12.291015 10.595588 5.015957 9.775846 9.061262 5.954557 10.849111 5.650164 10.988698 3.185882 NA 10.629584 7.681293 10.050298 10.743311 10.790470 9.459592 7.970154 11.031373 TCGA-L5-A8NS 76 0 NA 408 esophagus stage iib t3 n0 m0 male 2001 yes NA esophagus adenocarcinoma, nos 80 r0 0 white NA 1 2 3 3 1 1 5 2 3 2 0 5 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 1 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 4 0 0 0 0 0 0 4 0 4 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 4 0 0 0 1.310811e-05 2.912914e-06 14.3763213530655 1.47991543340381 39.7463002114165 16.7019027484144 27.6955602536998 1.1854226 10.3603486 10.2222834 7.1797768 11.5610054 7.6090014 11.6842646 9.1483190 5.9573087 11.3945716 9.1352496 5.0434058 8.9133433 0.7703639 NA 9.1788710 1.5073634 12.6750263 0.1854860 4.9403124 0.1854860 12.0546312 12.6124738 0.7703639 8.3121274 6.9065227 8.6345715 4.8422045 2.1854226 0.7703639 14.4705722 9.7609622 14.4156295 8.1246497 9.2662405 8.8981736 12.5559741 NA 10.9340351 11.8659648 11.1187448 12.3482863 11.0964404 12.0451518 5.4142404 1.9927684 6.9863233 11.2742112 12.2821430 6.1161609 8.4142417 11.9846296 4.4333534 12.2770236 8.3909230 5.4333501 10.3671963 9.9667826 10.2345908 6.9403101 13.9944374 0.7703639 10.0726435 11.0741662 6.7927539 8.7245817 11.7306287 5.3553476 9.4226329 12.6741418 13.5833649 9.5873691 9.9708754 NA 5.3752480 12.1560681 9.8631426 NA 6.3948759 0.7703639 10.0040051 8.2188461 8.4498655 4.2728891 9.9659873 0.2602800 0.2325600 0.0587950 0.0817210 0.0817210 0.2742600 -0.2005000 0.5142000 0.0235380 -0.2902900 0.2974000 0.2509500 -0.1260300 0.1268200 0.1268200 -0.4394000 0.2090100 0.0924600 0.0612220 -0.0247980 -0.0247980 0.1477100 0.1929900 0.5599200 0.0650830 -0.0013003 0.2280800 0.0847870 0.0862330 -0.5334800 -0.4202500 0.0587950 0.0817210 0.0817210 0.0495400 -0.1958400 -0.1958400 0.2189900 0.2742600 -0.4942300 -0.2005000 -0.2167600 -0.4651500 -0.3636300 -0.2521300 -0.2779800 0.2509500 0.2334900 -0.1260300 -0.5220500 -0.4394000 -0.4394000 -0.2375300 -0.0596730 -0.0596730 -0.0123000 -0.5259400 0.4674100 -0.1811800 0.1281500 0.1174000 0.1477100 0.1929900 -0.2023700 0.1547200 -0.7019000 -0.5037000 0.4084400 0.2280800 -0.3732400 -0.8680600 -0.2041100 -0.5392600 -0.1894900 -0.4759600 -0.5087700 -0.0661180 -0.2478800 -0.2478800 -0.2387500 0.0862330 -0.178 0.000 0.000 0.000 0.000 0.000 -0.361 0.193 -0.179 0.152 0.152 -0.504 0.000 0.228 -0.203 0.000 0.000 0.200 0.200 0.027 0.217 -0.476 0.000 0.000 0.000 -0.171 0.169 -0.227 -0.227 0.000 -0.254 0.000 -0.252 -0.222 -0.222 0.001 0.127 -0.439 -0.187 -0.239 0.000 -0.178 0.000 0.000 0.000 0.000 0.000 -0.361 0.193 -0.179 0.152 0.152 -0.504 0.000 0.228 -0.203 0.000 0.000 0.200 0.200 0.027 0.217 -0.476 0.000 0.000 0.000 -0.171 0.169 -0.227 -0.227 0.000 -0.254 0.000 -0.252 -0.222 -0.222 0.001 0.127 -0.439 -0.187 -0.239 0.000 8.841848 10.127937 2.185423 5.092313 7.179777 10.252185 4.913344 8.887596 9.757176 6.577740 5.092313 7.577740 8.894507 8.958562 8.776010 10.832432 9.824709 10.803350 11.559919 8.984704 8.318874 6.636633 9.818418 6.414242 8.387547 11.498306 11.952573 7.620051 10.832544 10.546818 7.986323 0.185486 10.483485 10.252185 5.156736 1.185423 10.878910 9.345294 8.827475 3.272889 7.835972 8.562634 10.068830 10.195951 10.386322 10.815235 NA 11.555293 9.456886 10.808390 8.931937 9.473135 1.992768 4.913344 13.111997 8.045920 0.185486 6.986323 11.106520 13.4605289 10.7303873 11.6842646 0.7703639 10.5490102 12.2267398 8.4021687 8.8328634 11.3531547 12.0872326 6.8147798 12.1659196 7.7514771 13.2074439 11.4811919 8.2270821 9.6601428 11.9665777 10.9878626 12.8314190 12.6124738 10.8884613 8.6053832 7.6772757 7.8719237 10.6489473 6.9336163 10.6581137 11.2342504 9.2965586 4.6116859 12.3022542 11.0964404 -0.8145140 6.9133430 17.1615917 10.1648481 13.3767135 9.4404515 13.8415684 8.0402914 12.9197092 2.6448484 14.0532895 11.1945517 9.5241593 10.9486353 10.5401406 11.1634183 12.2846063 8.1540895 9.9895539 12.7094724 9.7834755 11.2652410 1.7704062 12.5480517 0.7703639 4.045391 11.561005 13.218152 9.953607 7.896229 11.246457 8.832863 11.586302 9.135250 14.427071 10.165563 10.240705 9.923515 9.108751 11.507351 6.933616 10.552291 1.992768 9.048060 10.542975 12.425320 10.451624 5.185423 10.228450 10.708495 7.661156 11.074166 6.792754 11.730629 5.489203 7.653028 9.970875 7.104286 9.515219 10.237312 10.903528 10.956912 8.926890 11.331992 TCGA-L5-A8NT 69 0 NA 825 esophagus stage iib t3 n0 m0 male 2001 yes NA esophagus adenocarcinoma, nos 26 r1 0 white NA 1 2 3 3 5 1 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 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 4 0 0 4 0 0 0 0 4 0 0 0 4 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 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 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 5.305664e-06 1.733877e-06 29.9019607843137 6.37254901960784 48.0392156862745 7.84313725490196 7.84313725490196 2.0675010 10.0167082 10.1778969 6.7439673 11.7923861 7.5416875 10.6149523 9.4524447 5.5536708 11.4656397 10.0517217 3.8147452 8.3302729 -0.7398539 -0.1548914 10.0464460 2.0675010 13.5828209 -0.3230105 3.9880757 1.8451086 11.8445272 12.0524338 4.4889712 9.5351124 7.2459938 8.3660603 3.3682515 2.1670367 5.0016176 14.0901471 9.6443960 14.6486492 8.0133517 9.2706801 8.3235471 13.1176956 4.9605905 10.7861620 11.8991217 11.0882884 12.2296284 11.2154385 12.1675120 5.2601537 0.8451086 6.2143483 11.0404866 12.3398358 7.3686767 9.2615602 12.8022243 4.7520046 11.2532672 8.8176156 5.9040071 9.2395770 9.6700732 9.9532032 7.8300074 13.7449119 NA 9.3072757 10.8512067 7.2259362 8.8441747 11.6476307 5.4099000 10.1278168 12.8119202 12.7476779 9.1519357 10.1506783 1.5820742 4.7195832 13.0296798 10.5639327 NA 7.7479922 1.8451086 9.9876470 8.1564841 8.3555489 9.2678801 9.3301319 -0.095912 -0.095912 -0.095912 -0.098023 -0.098023 0.194820 -0.428650 0.419990 0.238610 0.238610 0.229310 0.225150 -0.455650 0.258400 0.896880 0.164900 0.164900 0.268440 -0.420030 0.444090 0.444090 0.673070 -0.074945 -0.450500 0.430750 0.303780 0.287540 0.134950 0.000000 -0.095912 -0.095912 -0.095780 -0.098023 0.554250 0.199230 0.191470 0.191470 0.190560 0.180860 -0.441740 -0.439730 -0.439730 -0.437560 -0.469720 0.238610 0.238610 0.225150 0.233950 -0.455650 -0.455650 0.164900 0.164900 -0.127190 -0.111290 -0.111290 -0.111290 0.283270 -0.392630 0.424690 0.673070 0.673070 0.673070 -0.088109 -0.450500 -0.180430 -0.490360 -0.378200 0.430750 0.303780 -0.812360 -0.812360 -0.812360 0.134950 0.200760 -0.134060 -0.134060 0.190560 0.000000 0.000000 0.000000 0.000000 -0.111 -0.111 0.283 -0.393 0.444 0.444 0.673 0.000 -0.451 0.513 0.513 -0.378 0.431 0.304 -0.509 0.135 0.135 0.000 0.000 0.201 0.201 -0.134 0.191 0.000 0.000 0.191 0.191 -0.440 -0.440 -0.036 -0.438 0.239 0.239 0.234 0.234 -0.197 0.258 0.165 0.165 0.000 0.000 -0.111 -0.111 0.283 -0.393 0.444 0.444 0.673 0.000 -0.451 0.513 0.513 -0.378 0.431 0.304 -0.509 0.135 0.135 0.000 0.000 0.201 0.201 -0.134 0.191 0.000 0.000 0.191 0.191 -0.440 -0.440 -0.036 -0.438 0.239 0.239 0.234 0.234 -0.197 0.258 0.165 0.165 0.000 0.000 9.849803 10.803909 8.585457 6.984666 6.994861 9.085111 5.626474 8.048055 8.810899 6.001620 4.974396 6.921930 8.816658 8.417499 10.481739 13.215393 10.355658 11.218705 11.093240 8.480530 8.515322 6.363439 10.445337 3.783719 8.654615 11.019208 12.404093 6.960592 11.179367 10.282866 7.841352 2.845109 10.605280 9.085111 5.868665 -1.739854 10.904234 10.725208 8.316790 4.214350 8.217980 9.733858 9.764474 10.445027 9.642235 10.521071 -1.739854 11.724570 8.472040 11.308639 8.803184 9.390079 4.190891 6.352909 11.844175 8.491625 NA 7.918364 9.985944 12.376658 10.075935 10.614952 NA 10.085508 9.401620 7.469605 10.413998 10.380390 13.101246 7.142795 11.961892 7.262967 12.846523 10.511634 8.430077 9.115799 11.376333 11.220114 12.222867 12.052434 10.830956 8.201200 6.526939 8.642776 9.901752 8.025023 9.319496 11.054365 8.901066 4.652469 11.506596 11.215439 NA 7.839468 15.664811 9.922375 13.476519 9.103288 10.583207 9.525181 12.466785 1.719578 12.741153 11.903670 9.061860 11.149466 9.618408 10.613574 12.320341 9.119687 9.405447 12.027540 9.485962 9.971389 1.430071 12.819469 -1.739854 4.3069475 11.7923861 14.2102284 9.3719397 8.4060842 12.4999742 10.4139984 11.7781903 10.0517217 13.1930125 10.5863004 9.6127471 10.8469917 8.3568670 12.3419682 8.0250233 9.7886059 0.8451086 9.5701965 10.7126505 12.1051518 10.6877266 5.0283349 9.7389215 10.8195290 8.0116958 10.8512067 7.2259362 11.6476307 4.5820802 2.8451086 10.1506783 7.0049856 9.7802794 11.1167720 11.2670039 10.5286939 9.1655389 10.8840334 TCGA-L5-A8NU 84 1 2532 NA esophagus stage iia t2 n0 m0 male 2001 NA NA esophagus adenocarcinoma, nos NA r0 NA white NA 2 6 NA NA 5 1 5 2 3 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2.982269e-06 1.040326e-06 18.9655172413793 2.58620689655172 56.0344827586207 13.7931034482759 8.62068965517241 2.94489592 9.82264109 9.94714933 4.16728566 12.04117284 8.06723858 10.77398537 9.61449066 5.31821921 11.42090047 7.76252024 2.84536961 8.79955750 NA 0.62293035 10.64153068 1.03801469 12.49718945 -0.96212583 3.20792408 NA 11.72778596 11.73779562 3.84535958 10.05898624 8.61354565 9.84052272 4.04475256 3.20792408 4.08240455 13.83733855 9.75311026 15.24701487 7.72359610 11.36640074 8.04928933 12.14162198 3.62296548 9.97022110 11.25317525 10.61496303 12.19566905 10.42117059 11.90006246 4.92065059 0.03801469 12.11080884 11.10308582 11.78678200 5.62296841 8.21791554 11.61960472 5.20793189 11.74859754 8.49450442 4.89598599 9.39995014 8.93282419 9.94188818 8.24013016 13.51088751 NA 10.46845889 10.73018590 5.81936674 9.14653075 10.29833779 6.02669163 10.25596401 11.04187554 13.63011293 10.16535588 10.40870464 2.49743353 4.81936674 12.17963452 9.89365344 0.03801469 6.02669163 0.03801469 9.47471792 8.06591207 8.38008091 5.95686980 9.03759774 -0.0242620 -0.1036800 -0.1090600 -0.0494760 0.0304510 0.0386300 0.3743000 0.0339720 -0.0343590 -0.1301800 0.0353530 0.0353530 0.0256710 0.0256710 0.0256710 -0.2319000 -0.2369200 0.0345360 0.0345360 0.0375000 0.0375000 -0.2361800 0.0000000 0.0352420 0.0273570 -0.2377700 0.2651400 0.0199230 -0.0308130 -0.0242620 -0.0132640 -0.1090600 0.0304510 0.0304510 0.0318590 -0.2463000 0.7723300 0.0386300 0.0386300 0.0331270 -0.2300600 -0.2322900 0.0339720 -0.0343590 -0.1301800 -0.1445100 0.0353530 0.0307320 0.0256710 0.0256710 -0.2319000 -0.2319000 -0.2475200 -0.1449000 -0.1449000 -0.1449000 0.0345360 0.0346770 0.0375000 -0.2361800 -0.2361800 -0.2361800 0.0000000 -0.2378900 0.0020805 -0.2054800 -0.2448400 0.0359470 0.2651400 -0.2425300 -0.2425300 -0.2425300 0.0199230 -0.2397300 0.0346770 0.0346770 0.0225850 -0.0542860 -0.0559400 -0.0541570 -0.0541570 -0.145 -0.145 0.000 0.000 0.000 0.000 -0.236 0.000 -0.231 -0.205 -0.205 -0.245 0.000 0.023 -0.243 0.000 0.000 0.000 0.000 -0.240 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.228 0.000 0.000 -0.130 -0.130 0.000 0.000 0.000 0.000 -0.232 -0.232 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 -0.236 0.000 -0.231 -0.205 -0.205 -0.245 0.000 0.023 -0.243 0.000 0.000 0.000 0.000 -0.240 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.228 0.000 0.000 -0.130 -0.130 0.000 0.000 0.000 0.000 -0.232 -0.232 0.000 0.000 10.9683740 10.4563860 2.2079241 4.9687451 8.6397770 7.8193661 5.9448959 7.0037911 8.6285935 6.9746440 8.1978777 7.0152857 8.9672646 10.3349225 10.3100529 10.8959873 8.2964313 11.4555952 10.1047683 7.8291690 7.8178240 6.5056115 9.6782512 -0.9621258 8.1214061 11.9296002 11.6182649 7.1094682 11.3037503 10.6411690 7.4726348 4.2079319 6.3234079 7.8193661 7.5229095 -0.9621258 11.7044523 10.2407423 9.1000525 4.8193667 9.2481783 8.4324688 10.1471841 11.2444102 10.2358374 10.1074562 -0.9621258 11.9047057 8.4086936 10.1569474 9.1334032 8.6836649 5.7522508 5.6229684 11.8819274 7.8963917 NA 8.8756342 10.2085574 12.19472146 10.20605159 10.77398537 NA 9.90605720 11.76592678 8.05759703 9.96122235 10.20228474 11.39083602 6.95089528 10.85098580 8.60024856 12.66645186 11.05237554 8.48921737 8.78955027 11.55321337 9.62381383 10.90991153 11.73779562 10.24135435 8.57328173 9.19535326 9.87878419 10.32802512 8.39775591 10.78326044 10.53086092 9.07418001 4.65271593 11.88565096 10.42117059 0.03801469 8.77609872 16.19797697 9.37116176 13.22875697 10.00739287 13.17803721 7.53785204 12.12629767 4.52985842 13.10654783 11.42656181 8.95984723 10.56499456 10.45181403 10.66417161 12.20464019 11.96448766 10.06106763 13.11918431 9.37227959 10.58200476 1.35991468 12.42561980 3.03801469 4.60024596 12.04117284 14.09268652 9.85098580 9.16341973 11.82366311 9.96122235 10.93547367 7.76252024 12.19345704 11.08513023 9.19155846 9.90418797 9.06037413 11.36190551 8.39775591 9.64995328 0.03801469 9.22783083 10.28058497 12.17771755 10.66097326 5.44739736 9.85098580 11.75632514 7.45585899 10.73018590 5.81936674 10.29833779 6.87721050 2.62297719 10.40870464 7.37785602 10.48250366 10.97721824 10.77567620 10.18011342 8.52182222 10.49538717 TCGA-L5-A8NV 75 1 1599 NA esophagus stage iia t3 n0 m0 male 2001 no NA esophagus adenocarcinoma, nos NA r0 0 white NA 3 2 3 3 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 7.074219e-06 1.664522e-06 22.9571984435798 5.44747081712062 47.4708171206226 15.1750972762646 8.94941634241245 NA 10.0155040 10.1626115 5.7720123 12.2139884 8.1266529 10.7152932 9.5125803 6.1687202 9.4292714 9.2368987 0.8651270 8.8352278 1.1870709 NA 9.7843577 2.5655728 12.1787136 -0.1349522 2.9525759 NA 12.1710412 11.6660218 2.3245514 9.3519569 8.6049027 9.4715271 2.9525759 -1.1347938 2.5655728 14.2614257 9.6233451 15.3566853 8.2849980 9.7561461 7.9231135 13.0149484 9.5776490 10.4359264 12.1286905 10.8957891 12.1374601 10.4477344 12.3443970 4.4197142 0.4500631 8.8207719 10.6944483 12.0198926 4.2226732 8.7614545 12.1037416 4.5375446 11.0669396 9.1504201 2.7720123 9.7720125 9.4283183 9.3639711 7.5896362 14.5511026 -1.1347938 10.6570988 10.8359469 6.4798320 9.0287716 11.1628980 5.6980128 9.8200452 9.8366655 11.9982642 8.8735505 10.2290431 1.6724706 0.4500631 12.0292432 9.6837042 -0.6597226 7.5724812 -1.1347938 9.7951200 6.6200101 7.6821055 8.3408555 9.5092396 0.0753670 0.1026400 0.1026400 0.3198000 0.3145000 0.9302000 -0.3200700 0.6507500 0.6426800 -0.3034500 0.4141200 0.4147800 -0.0934030 -0.0934030 -0.0554990 -0.0476660 -0.0258930 0.2084000 1.1409000 -0.2673300 0.2163700 -0.0387140 -0.2998100 0.0000000 -0.0138490 -0.3368700 0.9789400 0.1529500 0.0404680 0.0488300 0.1026400 0.0928950 -0.2989800 0.3055300 -0.3069800 -0.3069800 -0.3069800 0.3148200 0.9302000 -0.1985000 -0.3237900 0.2070200 -0.1209500 -0.3194900 -0.3051300 -0.3034500 0.4147800 0.3644400 -0.0934030 -0.0934030 -0.0476660 -0.0476660 0.0656560 0.0759910 0.0759910 0.0759910 0.1949200 -0.6451800 0.1864600 -0.0387140 -0.0387140 -0.0387140 -0.0038779 -0.0080244 -0.1375500 0.2889700 -0.0058140 -0.0138490 -0.3368700 -0.2848900 -0.2848900 -0.2848900 -0.2267500 0.4221700 -0.2890500 -0.2890500 -0.0438730 0.0253900 0.0253900 0.0253900 0.0253900 0.000 0.000 0.195 0.000 -0.081 0.186 0.000 0.000 0.000 -0.132 0.157 0.000 0.000 -0.285 -0.285 -0.074 0.153 0.103 0.103 0.422 0.422 -0.289 0.000 0.306 0.306 0.008 0.315 0.283 0.283 0.530 -0.121 -0.137 -0.303 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.195 0.000 -0.081 0.186 0.000 0.000 0.000 -0.132 0.157 0.000 0.000 -0.285 -0.285 -0.074 0.153 0.103 0.103 0.422 0.422 -0.289 0.000 0.306 0.306 0.008 0.315 0.283 0.283 0.530 -0.121 -0.137 -0.303 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 9.407186 10.030029 4.222673 7.691670 7.415869 10.014234 5.710611 9.176870 8.852386 7.431176 5.419711 6.586221 8.222674 7.862301 9.038799 11.454071 11.379821 12.766649 12.160173 9.242332 9.086516 8.064794 9.499933 1.450063 8.776514 11.770885 12.586221 6.544601 11.678480 10.466893 7.807636 2.672471 10.601524 10.014234 6.045030 NA 11.461312 9.723103 7.534007 3.672482 7.620009 8.677299 10.479372 9.896478 10.252601 9.951258 -1.134794 12.248286 9.152834 11.280071 9.556865 9.179139 6.778011 7.606589 12.615724 8.363154 NA 7.209418 11.011054 12.435096 10.096343 10.715293 NA 9.678101 11.496754 7.688490 9.888842 9.972993 12.432049 6.759940 11.599196 7.035046 12.705998 10.156868 7.468749 9.235809 11.191832 10.689114 11.821861 11.666022 10.256903 8.956557 6.765988 8.606589 9.636611 8.699593 9.538431 9.972993 9.035047 5.551624 11.853807 10.447734 NA 7.933900 16.608036 9.476147 13.221024 9.471527 14.264300 6.759940 11.998264 3.819321 13.222399 11.542401 8.535778 10.369444 10.485108 10.562958 12.166618 10.995693 10.026254 12.392577 9.838819 10.685301 3.113050 13.017803 NA 3.1183597 12.2139884 14.7963516 9.7385660 8.1130493 11.4247381 9.8888417 11.5489938 9.2368987 13.9789862 9.7599398 7.5053670 9.6673878 8.7824941 10.8006553 8.6995929 10.4368745 0.4500631 9.7980748 10.2713269 12.6577089 10.9608486 4.9944032 10.3214764 10.3842667 6.7659882 10.8359469 6.4798320 11.1628980 6.2913862 5.9312103 10.2290431 7.6333062 9.8047012 10.6497568 11.1830998 10.3245536 8.8832386 10.9973003 TCGA-L5-A8NW 55 1 1402 NA esophagus stage ib t2 n1 m0 male 2001 no NA esophagus adenocarcinoma, nos 15 r0 6 white NA 1 2 1 1 6 2 1 1 1 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 5 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 4 0 0 4 0 0 0 0 0 5 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 7.941157e-06 2.670171e-06 24.025974025974 4.54545454545455 45.1298701298701 16.2337662337662 10.0649350649351 -1.68501351 10.35946319 11.31171909 4.38115876 12.47604347 7.38094325 10.51780509 9.82583332 5.54677102 10.19847611 7.81491502 0.31510245 7.99454918 NA NA 9.10571081 -0.09989639 12.84394132 -0.09989639 3.48498880 NA 12.53929692 12.29091705 NA 9.15348515 6.44949535 9.50427596 9.78512286 0.90002630 NA 13.41847984 10.15545364 13.91880640 8.58955191 9.10460268 8.02936619 13.14835452 12.96808206 10.70738648 12.90214746 10.88159886 12.23663112 11.16251797 11.98749443 2.56298724 NA 6.31506984 10.93000893 12.75492789 5.38115876 9.49124223 13.02483251 1.31504447 12.68827411 9.00339816 -0.09989639 10.28948373 9.72552049 9.18080229 6.81092375 13.26119862 NA 9.82434924 10.94032131 7.60968996 8.73292174 11.49808409 3.80692205 10.34401111 13.66735395 11.90694199 9.03787664 10.65646562 -1.68501351 3.63699576 11.78203770 10.17964217 NA 8.34435628 NA 10.34193828 6.07662109 7.94806406 12.55928423 11.65984212 -0.0972320 -0.0212350 1.1054000 -0.0131270 0.0649400 0.0587950 -0.5634600 -0.0140900 -0.0301310 0.0269350 0.5549600 1.1903000 -0.0297210 -0.0518560 0.5539000 2.2907000 0.5206600 2.0599000 1.9746000 0.5681000 0.5681000 0.1218600 0.0171240 0.5562000 -0.0941960 0.5161200 0.5161200 0.8820600 0.0902850 -0.0972320 0.0167260 -0.0313410 0.0332670 0.0227250 0.0406090 -0.0319930 0.0102850 0.0511030 -0.4930800 -0.5634600 -0.5634600 -1.2382000 -1.1973000 -0.0073339 0.0211830 0.0269350 1.1123000 -0.0237030 -0.0297210 -0.0518560 -0.0147780 -0.0147780 -0.0514510 -0.0336940 -0.0085766 -0.0085766 -0.0410240 -0.0103700 0.0075394 -0.6355700 -0.5868600 -0.5278800 -0.0232920 1.1296000 -0.6964900 -0.6231200 -0.0941960 -0.0645080 0.5161200 -0.0026322 -0.0026322 0.0088920 -0.1733500 0.4890600 -0.5501500 -0.6297900 -0.1327700 0.0632230 0.0632230 0.0632230 0.0902850 0.000 0.000 1.698 0.000 0.000 0.000 0.000 0.000 0.530 -0.623 -0.623 0.000 0.000 0.516 0.000 -0.156 1.329 0.000 0.000 0.500 1.362 -0.594 -0.133 0.000 0.000 0.000 0.000 -0.563 -0.563 0.000 0.000 0.000 0.000 0.555 0.555 0.000 0.548 0.000 0.000 -1.293 -1.293 0.000 0.000 1.698 0.000 0.000 0.000 0.000 0.000 0.530 -0.623 -0.623 0.000 0.000 0.516 0.000 -0.156 1.329 0.000 0.000 0.500 1.362 -0.594 -0.133 0.000 0.000 0.000 0.000 -0.563 -0.563 0.000 0.000 0.000 0.000 0.555 0.555 0.000 0.548 0.000 0.000 -1.293 -1.293 9.4275085 8.0189729 7.2721707 6.8696580 7.1823477 9.2648957 5.8464507 6.4999447 9.4762010 6.4849936 6.0293137 6.9000311 9.3457361 6.9480646 8.6234082 12.6755047 10.3834813 11.1513167 10.9739499 10.5144347 9.3229304 4.3374399 9.0882084 4.6726233 8.9963074 11.3850223 11.8685784 6.3811588 12.6651194 11.0776587 7.5366560 2.5629872 13.9931465 9.2648957 4.8386291 1.3150445 11.2398816 9.3992132 8.5677344 2.5629872 5.7744998 9.6102640 10.2678104 7.9371207 10.8670176 10.5441883 7.1288501 12.1194018 8.8581010 12.1935990 9.9835110 9.7084595 6.1094859 8.8754020 13.6313153 7.7151802 -0.6850135 5.2098861 9.2272099 12.9951538 10.2707190 10.5178051 NA 9.1021555 9.5748124 8.9233239 9.3932132 10.9023778 13.0139365 7.4443523 12.2049533 7.2750713 14.1625180 10.7087277 8.9998177 9.1054175 11.9020261 11.8923197 13.4933449 12.2909171 10.5414813 8.2721711 5.6459869 8.4340102 9.0361684 8.9270161 11.0491436 11.2588659 8.7836930 5.2692651 12.5577222 11.1625180 0.6370074 7.1977121 17.0603964 9.9112588 13.8677082 9.6375606 11.7944705 8.9306986 13.1403757 3.1730475 13.2816426 11.7375281 9.2045731 11.0518938 10.3426054 10.6451457 12.2009561 7.5147417 9.8754020 12.1199513 9.9242478 10.2862534 2.0154976 12.3370900 3.4849888 2.573593 12.476043 14.030406 9.312249 7.558243 10.881599 9.393213 12.251983 7.814915 13.589848 8.815911 8.865816 10.251990 8.613132 11.682211 8.927016 10.364577 NA 10.849858 9.630785 13.005122 10.805920 4.464819 11.366448 11.906708 6.076621 10.940321 7.609690 11.498084 4.822863 3.069960 10.656466 6.315070 9.968362 10.759049 11.396719 10.419668 9.295923 10.596130 TCGA-L7-A56G 66 1 330 NA esophagus NA NA NA NA male 2012 yes NA esophagus squamous cell carcinoma NA NA NA black or african american not hispanic or latino 3 7 2 2 6 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2.739526e-06 6.935508e-07 18.4466019417476 2.9126213592233 44.6601941747573 16.504854368932 17.4757281553398 2.218626198 10.659972263 10.509351930 NA 12.582085044 7.536579046 9.234146332 9.755394360 4.766112769 9.445962325 6.489727564 NA 7.529411813 1.977609645 1.688090817 9.008002194 0.103128316 12.969664079 1.840120773 4.273068242 0.103128316 12.590652026 12.447905153 NA 9.434810429 5.573465419 8.982730102 9.897129526 0.103128316 1.325559113 14.635320191 10.606641447 13.219075459 8.816075175 7.125514727 8.495464527 13.315693981 13.084119506 10.462530492 11.807956953 10.887781741 12.401877773 11.233717511 11.866774288 0.840120773 3.562584356 7.256276634 10.515010945 12.070024851 3.162032751 8.235861062 12.554308223 0.518232972 11.864836643 9.337668950 -0.481767028 9.699336641 9.597002395 9.186182843 6.460698339 13.588724695 NA 10.477099596 11.446517715 4.626707792 9.354045252 11.463993990 4.400824801 9.929165629 13.185961262 10.335967541 9.019026327 10.431503977 1.518182605 7.880128369 9.544016037 10.249503414 -0.001587838 5.875735838 3.162032751 10.578542616 3.875740752 9.034869376 12.186293791 11.477076012 0.2369000 0.2369000 0.5433000 0.0160060 0.0000000 0.9756400 0.1141400 0.2742600 0.1023700 0.2766300 0.2240700 0.1909900 -0.5239900 -0.5239900 1.0352000 -0.5023500 -0.5023500 -0.5045300 3.6569000 2.3088000 -0.1161300 -0.5271600 -0.5134200 0.3523500 -0.4752200 -0.0861200 -0.0861200 0.2862800 -0.0177570 0.2369000 0.2369000 0.4675900 0.0245300 0.0000000 -0.5333800 -0.5333800 -0.5333800 0.7045700 0.9756400 0.2279000 0.0811020 0.0811020 -0.1269400 0.1023700 0.1023700 0.2750500 0.2004500 0.2024400 -0.5239900 -0.5239900 0.9089500 -1.2929000 -0.1199100 -0.1199100 -0.1183500 -0.1009200 -0.5045300 -0.5202000 -0.1161300 -0.5271600 -0.5271600 -0.5271600 -0.5134200 0.3349600 -0.0542860 -0.4803900 -0.0930060 0.3185100 -0.0861200 -0.5210200 -0.5210200 -0.5210200 -0.4597100 0.1568100 -0.4998900 -0.4998900 -0.0355850 0.0076392 0.0114000 0.0114000 -0.0177570 -0.118 -0.118 -0.505 -0.505 2.193 -0.116 -0.527 -0.513 0.335 0.000 -0.426 0.000 0.000 0.000 -0.435 0.286 0.286 0.237 0.237 0.157 0.157 -0.500 0.000 0.286 0.286 0.146 0.976 0.228 0.114 0.147 -0.127 0.102 0.102 0.191 0.191 0.175 0.699 0.976 0.976 0.000 0.000 -0.118 -0.118 -0.505 -0.505 2.193 -0.116 -0.527 -0.513 0.335 0.000 -0.426 0.000 0.000 0.000 -0.435 0.286 0.286 0.237 0.237 0.157 0.157 -0.500 0.000 0.286 0.286 0.146 0.976 0.228 0.114 0.147 -0.127 0.102 0.102 0.191 0.191 0.175 0.699 0.976 0.976 0.000 0.000 7.7565890 9.2020562 6.6830915 4.1906070 6.8888723 8.0631491 6.0573441 10.2452540 9.6338784 6.2596510 6.9018890 6.3510753 9.5748221 9.7300727 11.4882903 12.1270168 10.3901743 11.2248963 9.7067733 10.8353144 8.0682962 5.2046846 8.6856024 NA 8.8921372 13.8302165 12.2644888 8.2946175 12.6678831 11.3451301 7.7445964 4.3761653 13.4063569 8.0631491 4.2615383 NA 11.3804343 11.0207676 9.0378206 0.8401208 6.3823698 10.2805664 9.9517699 5.6881104 10.8817717 10.8327676 6.0020004 12.1877339 8.8877817 11.5881376 9.9554163 9.2511998 9.4295764 8.2081822 13.5242036 6.8923109 NA 6.0417468 8.2046851 12.1115756 10.1443498 9.2341463 0.1031283 9.5245106 7.4310738 8.8569207 9.6410124 10.3044540 14.0666635 7.2392835 11.5065141 7.4400253 6.7470033 10.4459624 8.2813969 8.8389848 11.8749115 12.4797779 12.7193128 12.4479052 10.4171636 8.3190845 4.4723838 6.9735114 9.2613357 9.1245897 10.8732601 12.4738343 8.6109414 6.6056469 12.5912381 11.2337175 0.8401208 8.2081822 16.7182384 8.9444491 13.4749236 10.2747407 10.7761615 10.0150382 12.7148634 0.8401208 13.0392321 11.4012095 9.3613203 10.8894166 9.4678580 9.7972145 12.1302466 7.4518754 10.5509189 12.6218468 10.1379458 10.3032281 0.1031283 12.4364887 -1.4819685 3.0429945 12.5820850 14.1253098 10.2203572 7.9714550 11.0422363 9.6410124 11.8017069 6.4897276 13.7813069 13.0592205 7.9673329 10.3246616 8.1236641 11.3615167 9.1245897 9.8236763 3.5625844 10.4455920 9.5217023 12.2929715 11.4126233 4.7276373 10.9517725 11.2149347 2.9776096 11.4465177 4.6267078 11.4639940 3.7276373 0.8401208 10.4315040 6.6931106 10.0244920 11.0629074 10.9126471 10.0746905 8.7055367 10.8646982 TCGA-L7-A6VZ 62 0 NA 315 esophagus stage iiic t3 n3 mx male 2013 yes NA esophagus adenocarcinoma, nos NA r0 15 white not hispanic or latino 1 2 1 1 1 1 1 1 1 1 0 4 0 0 7 0 0 0 0 5 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 1 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 4 4 6 0 4 0 0 0 0 0 0 0 0 7 0 5 5 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 7 0 5 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 4 0 0 0 1.002181e-05 2.982269e-06 12.5 12.7604166666667 61.4583333333333 9.11458333333333 4.16666666666667 NA 10.4157929 10.2382644 4.9380176 12.1202659 7.7357807 9.8355835 9.2810073 6.1414430 7.6798242 9.9250786 0.8505594 8.8376156 NA NA 9.6611861 -0.3718330 12.8719567 1.2131295 5.4007531 NA 12.7241637 13.2641072 -1.9567955 9.0190477 5.6356557 7.7191567 -1.9567955 NA 5.2911283 14.4622383 9.5370553 13.7362741 9.6972720 6.8146888 7.8115166 13.1235178 -1.9567955 10.7403846 11.8939005 10.9199087 12.2734455 15.7923360 12.9591259 1.2131295 0.6281670 2.2911320 10.5886471 12.2117239 4.5823573 8.2672015 11.8149215 NA 10.6099675 8.9980361 NA 10.2153148 9.2206194 7.9560892 6.4861432 13.7217450 -0.3718330 8.5310399 11.0553006 2.6870607 9.0467178 10.8016313 -1.9567955 8.2708158 10.7255362 9.4499364 4.7156243 9.9609449 NA 2.2131295 11.7447229 11.4182393 -1.3525473 8.4430119 -0.3718330 9.7005183 4.5350514 4.4007497 1.7436442 9.5920602 -0.0906260 -0.0906260 0.1545300 -0.0642400 -0.0376260 0.4312500 -0.5442100 0.4873300 1.4786000 0.6851500 0.1858600 1.2081000 3.6569000 2.1681000 1.0348000 0.3593700 0.2701500 -0.1222600 -0.1222600 3.6569000 0.2905600 -0.5399700 -1.0174000 0.5528300 -0.0714720 0.3373900 0.3373900 0.2498100 0.5070500 -0.0906260 -0.0906260 -1.2929000 -0.9371800 -0.0376260 0.2384500 0.2361200 0.3130600 0.3130600 0.4312500 -0.3798800 -0.5354100 -0.5371300 -0.1449000 -1.0545000 0.6851500 0.6725200 -0.2353800 -0.3036900 -0.2244100 3.5902000 0.7320800 -0.5635600 0.1460700 0.1618400 0.1618400 0.1204900 -0.1222600 -0.1308300 0.2905600 -0.5399700 -0.5399700 -0.5399700 -0.1477200 0.0000000 -0.5847100 -1.2929000 -0.0714720 -0.0714720 0.3373900 -0.5688300 -0.5745700 -0.5548700 -0.1110300 -0.2703300 -0.5583700 -0.5583700 -0.5362200 -0.0065893 -0.0065893 -0.0065893 -0.0065893 0.127 0.127 -0.122 -0.122 0.722 0.722 -0.540 -0.148 0.000 0.222 -0.346 0.000 0.000 -0.217 -0.555 0.139 0.250 0.155 0.155 0.142 1.241 -0.558 -0.536 0.196 0.000 0.234 0.234 -0.535 -0.535 0.522 0.522 0.685 0.685 0.186 0.186 -0.213 1.035 0.278 0.278 0.000 0.000 0.127 0.127 -0.122 -0.122 0.722 0.722 -0.540 -0.148 0.000 0.222 -0.346 0.000 0.000 -0.217 -0.555 0.139 0.250 0.155 0.155 0.142 1.241 -0.558 -0.536 0.196 0.000 0.234 0.234 -0.535 -0.535 0.522 0.522 0.685 0.685 0.186 0.186 -0.213 1.035 0.278 0.278 0.000 0.000 8.770269 9.871336 3.628167 4.925843 5.925843 8.705868 4.743639 9.215002 9.294090 5.281606 2.743644 6.342407 10.085543 8.163438 10.144519 11.547771 11.558802 12.140244 11.535178 9.253262 9.208540 6.821277 7.164733 2.628167 8.503205 13.140409 11.904868 5.550993 12.205852 10.913179 7.832734 3.628167 1.502636 8.705868 6.832929 4.172480 12.490154 10.063138 4.383048 2.435522 4.272016 9.046015 9.687507 6.514875 11.056523 10.582359 NA 12.605084 7.641253 11.652379 9.380822 10.100176 2.291132 5.203072 11.322665 8.365286 6.071106 8.904287 9.810970 12.1847483 9.7103114 9.8355835 NA 9.7702694 10.7776978 8.7076473 9.6063961 10.0889595 11.8354076 7.6505305 10.5963491 7.0375535 13.1269285 10.7312316 8.1226846 9.1193474 11.2171893 10.8001148 11.4451460 13.2641072 10.0659145 7.9073858 4.0655637 7.0655680 9.8282436 8.5784753 12.5106781 11.8730217 8.6660386 1.0432045 11.8265051 15.7923360 NA 6.8278343 14.5297809 8.2293139 12.7363601 9.9467051 13.9619933 11.2246627 11.4152487 0.0432045 12.9084286 11.5354286 9.8565802 9.7968346 10.0941062 9.8597835 11.6703918 3.4694693 10.4067872 12.8474408 9.8171632 10.8045434 1.3651326 13.0433320 4.7574447 4.6595307 12.1202659 14.2093791 9.7419046 6.2030719 11.3555156 9.6063961 11.8823052 9.9250786 12.6784645 7.5046792 6.8601832 10.4565634 8.7922313 11.2942384 8.5784753 9.7089799 0.6281670 9.3268669 9.0375533 12.7134135 11.2718683 6.9227830 10.3020604 8.8871210 5.4355186 11.0553006 2.6870607 10.8016313 0.3651326 -0.3718330 9.9609449 4.2720157 10.8826006 11.0704148 10.4032239 11.6186209 10.9110577 10.6684521 TCGA-LN-A49K 66 1 180 NA esophagus stage iia t3 n0 m0 male 2010 no 60 esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 3 4 4 5 4 3 4 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 2.704848e-06 8.32261e-07 20.952380952381 7.61904761904762 47.6190476190476 11.4285714285714 12.3809523809524 5.39253725 10.36682685 9.91414965 NA 12.22424746 7.78299297 11.33409973 9.17405956 5.44385526 11.23467256 3.61620476 5.55347417 7.84298009 -0.35346865 0.06156885 9.37899880 6.11146956 12.42726111 2.30955457 3.48788504 3.78954147 11.99540293 10.93429497 -0.35346865 9.72961870 5.90710939 7.76725223 8.04008748 3.23153993 1.52105074 14.48483452 10.29883001 14.35207262 9.50698171 8.55247083 7.69097644 13.56398576 9.82067600 11.01599822 11.66709384 11.54455407 12.47478521 11.02956683 11.61068276 4.12770756 9.10533105 7.97749975 11.03603469 12.52748236 6.17536292 9.14908302 13.27498752 5.90710939 11.75139974 9.40892580 6.37450223 9.28139364 10.37988041 9.81734233 8.05172392 13.05994609 0.64662351 10.04461365 11.01636169 9.34933254 8.77929650 11.46489847 7.36995934 9.77929650 14.22892063 12.10541638 10.10601428 10.72674055 0.64662351 3.10601324 10.82088418 8.44640388 5.02196824 4.70547481 -0.93843115 10.10942560 6.93813756 8.87299493 10.55222027 10.49559664 -0.4319300 0.4246900 3.1530000 0.3301800 0.3775900 1.4438000 -0.4370600 0.6222400 0.3153000 -0.2784600 0.2741100 0.2741100 0.1716200 0.1716200 0.7958800 0.4368200 0.1768500 0.1434000 1.6334000 0.5332700 -0.0316320 -0.4330100 0.1679000 -0.0027707 -0.0202750 -0.2706900 0.3178700 0.2434200 0.5394200 -0.4319300 -0.5079500 -0.2770300 0.3301800 -0.4448000 -0.4232800 -0.4297300 -0.4297300 0.5194300 1.4438000 -0.4370600 -0.4152000 -0.4293100 -0.4277800 -0.2209600 -0.2784600 -0.3073300 0.2741100 0.2741100 -0.0041546 0.1716200 0.2908800 -1.2143000 -0.4501800 0.0213230 0.0213230 0.0213230 -0.2317800 -0.5162000 -0.0378980 -0.4330100 -0.4330100 -0.4330100 0.1679000 0.4212600 0.2953300 0.0000000 -0.4329200 -0.0202750 -0.2706900 -0.0939310 -0.0939310 -0.0939310 0.2434200 0.0130740 -0.4340900 -0.4340900 -0.2531000 -0.6487300 -0.6487300 -0.6415100 0.5394200 0.000 0.000 0.143 0.278 0.533 0.000 -0.433 0.168 0.000 0.295 0.000 -0.433 0.000 -0.177 0.000 0.243 0.243 0.004 0.425 0.000 0.000 -0.434 -0.278 0.309 0.309 -0.423 -0.105 -0.437 -0.437 -0.438 -0.438 -0.221 -0.221 0.274 0.274 0.172 0.172 0.000 0.135 -0.649 0.539 0.000 0.000 0.143 0.278 0.533 0.000 -0.433 0.168 0.000 0.295 0.000 -0.433 0.000 -0.177 0.000 0.243 0.243 0.004 0.425 0.000 0.000 -0.434 -0.278 0.309 0.309 -0.423 -0.105 -0.437 -0.437 -0.438 -0.438 -0.221 -0.221 0.274 0.274 0.172 0.172 0.000 0.135 -0.649 0.539 9.9942039 10.1507395 4.2904391 3.7054803 8.1998917 7.9893979 5.9564377 7.3024114 9.9059336 7.2686346 8.2464955 7.6465825 9.4453245 10.3533664 11.3117704 12.4546083 8.1525130 10.7393397 9.7265118 8.8405186 7.8538572 6.2904391 8.9587093 NA 8.8689750 11.7146891 11.9127835 9.5403898 11.6648234 11.0110821 8.6142891 6.3880500 12.6690660 7.9893979 4.6229479 -0.9384312 10.4902420 9.0424736 8.0825999 3.3470278 7.5713954 8.0288465 9.5271865 10.8014007 10.9096561 11.0288463 1.6465774 12.2691683 8.5087032 9.6526749 9.4941620 10.4369311 5.3745040 9.0637319 12.3752826 7.6124823 NA 5.6615330 8.3846750 12.102851 10.261906 11.334100 1.061638 9.750308 8.928126 8.755978 9.690977 9.840108 13.006137 8.081211 11.846562 7.670799 7.122316 10.916489 9.283811 10.850950 11.376911 12.266929 10.539125 10.934295 10.985319 8.785281 6.922707 8.183153 9.077035 9.127036 10.116902 12.084855 9.546906 3.919598 12.333448 11.029567 4.956438 7.234047 15.902845 8.671722 13.022572 10.253913 8.902398 8.577320 12.230527 1.383552 14.470241 11.810023 8.948079 11.013451 8.882078 9.864136 12.999959 9.829391 10.728066 12.982326 10.017633 12.398894 3.419175 12.605800 2.919607 5.128677 12.224247 13.853875 10.713793 9.309548 11.666752 9.690977 11.599566 3.616205 12.800662 10.768764 8.034600 10.220230 9.201811 11.578428 9.127036 9.524122 9.105331 9.658276 9.979365 12.687215 10.517975 5.337743 10.369106 10.268634 7.504564 11.016362 9.349333 11.464898 6.027404 8.586162 10.726741 7.216438 10.541148 11.734708 10.573373 10.936217 9.890153 10.838464 TCGA-LN-A49L 44 1 318 NA esophagus stage iia t2 n0 m0 male 2010 yes 60 esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 1 5 1 5 2 3 4 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 5.201631e-06 9.362936e-07 12.707182320442 6.07734806629834 44.7513812154696 14.3646408839779 22.0994475138122 -2.146244 10.160384 10.296177 -1.146244 13.065944 8.175973 9.927224 8.498510 6.822534 9.684267 10.406421 2.377318 6.793331 NA 3.023681 9.369230 6.504803 12.573102 2.531818 5.667535 -2.146244 12.515586 12.954250 5.790389 9.031794 4.673929 8.328472 4.158078 3.063210 -1.146244 14.476004 9.653034 13.929080 10.213375 9.084373 8.269526 10.576986 6.493996 10.257563 11.017988 12.063434 12.612496 11.197909 10.589943 3.063210 1.313188 5.831031 11.906065 12.685126 4.063210 8.492188 11.335525 2.898150 13.318170 8.721579 5.101679 10.512410 9.550285 8.823858 7.050969 12.941546 -2.146244 8.387082 9.264733 4.296692 9.141315 8.638387 6.180182 10.477405 14.595443 11.403176 8.247142 10.946114 -1.146244 2.554196 9.958023 8.626891 3.021675 6.721031 NA 9.739448 8.126382 8.902920 8.234213 10.794055 0.251210 1.622900 1.143900 -0.207340 -0.207940 0.275840 -0.193620 -0.166500 0.206710 0.286120 -0.715510 0.726220 -0.262520 0.199990 0.344690 -0.219600 -0.256000 -0.232020 -0.258300 0.278680 0.268600 0.353320 0.349250 0.661240 1.997800 -0.206220 -0.169420 0.460920 0.361820 0.218520 0.276950 1.143900 -0.211190 0.038913 0.289920 -0.226940 -0.190740 -0.718800 0.275840 -0.731870 -0.200370 -0.190740 -0.215400 1.103500 0.279160 0.289770 0.726220 -0.744820 -0.262520 -0.186470 -0.725350 -0.725350 1.736300 1.577900 1.456500 -0.737570 -0.199620 -0.199620 0.284380 -0.208580 -1.255000 -0.207650 -0.223050 -0.701720 -0.263240 -0.220710 -0.274400 -0.082004 -0.721100 -0.126940 -0.174490 0.543120 -0.322170 -0.167010 0.298670 0.245750 -0.260350 -0.071205 3.656900 -0.138570 0.270170 1.064 1.064 -0.200 -0.200 0.279 0.279 -0.209 -0.181 0.245 -0.192 -0.192 -0.274 -0.274 -0.174 -0.174 -0.271 -0.271 0.277 0.277 0.101 0.268 0.299 -0.260 0.335 -0.207 0.094 0.281 -0.191 -0.191 -0.209 -0.209 0.272 0.272 -0.638 -0.177 0.072 0.259 -0.220 -0.220 0.000 0.000 1.064 1.064 -0.200 -0.200 0.279 0.279 -0.209 -0.181 0.245 -0.192 -0.192 -0.274 -0.274 -0.174 -0.174 -0.271 -0.271 0.277 0.277 0.101 0.268 0.299 -0.260 0.335 -0.207 0.094 0.281 -0.191 -0.191 -0.209 -0.209 0.272 0.272 -0.638 -0.177 0.072 0.259 -0.220 -0.220 0.000 0.000 7.9157981 9.7256573 2.6086437 0.6611111 6.8310323 8.9971354 6.6285389 9.0305485 10.4647769 5.9412143 7.5952194 7.4405918 9.9484896 10.6933496 12.6584377 10.7971827 6.0893837 11.1710234 9.4776336 8.2046914 7.6372414 5.0034988 8.8565671 3.1016837 8.8043079 11.3469821 11.2270251 9.9684705 11.1143997 10.6580848 7.9752857 5.7726141 8.7755932 8.9971354 3.7427392 -1.1462438 10.8857979 8.2758168 5.6153045 2.3131878 5.3851342 8.6747286 9.7572575 8.3355516 10.5647737 10.5880384 1.3131878 12.8355423 9.4030555 10.9635828 8.3446031 11.0366120 6.8424371 8.7000259 13.5771731 7.0226752 NA 7.5012106 8.8593767 11.811670 11.027429 9.927224 5.157533 11.455987 7.601945 9.743636 9.533646 11.225801 11.232547 9.589731 11.237591 7.870560 8.351604 11.065944 8.048509 9.543313 11.423964 10.031106 10.124923 12.954250 9.780419 8.717164 7.055876 7.822419 8.761394 9.408341 12.670336 7.710178 8.742495 6.275817 11.860078 11.197909 5.101679 6.970096 14.934782 6.980456 13.561947 9.773733 12.177370 9.216792 12.366060 2.608644 12.796452 12.000321 9.391941 12.116214 8.945822 11.426807 12.027195 6.333533 11.524851 12.361720 11.629362 10.754996 -1.146244 13.754312 1.554196 5.483764 13.065944 14.015197 10.320084 7.315232 11.497270 9.533646 12.415696 10.406421 11.310748 8.507493 7.591845 9.331004 8.366493 11.468347 9.408341 12.402213 1.313188 9.427873 9.599006 13.811512 11.284466 4.930567 10.280541 8.443403 5.807947 9.264733 4.296692 8.638387 7.082571 4.831031 10.946114 6.561111 10.307794 11.510959 11.646441 9.775221 9.054038 12.032417 TCGA-LN-A49M 62 0 NA 385 esophagus stage iia t2 n0 m0 male 2010 yes 60 esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 3 5 4 5 3 3 6 4 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 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 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 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 6.866153e-06 2.358073e-06 12.9151291512915 1.8450184501845 49.8154981549816 8.11808118081181 27.3062730627306 NA 9.5710780 9.7728434 NA 12.1382887 7.6180206 9.1666878 9.1642840 4.8589408 9.4825184 2.2581872 -0.6485978 7.2611979 NA NA 9.3884464 0.6731946 13.0770606 0.6731946 3.5607639 NA 12.0336408 10.9039736 NA 9.8178909 2.5992226 9.0386801 8.6045254 7.7066556 NA 14.2568090 9.2930858 11.6299746 9.3691637 6.7521839 8.3778417 14.6979394 14.6636911 10.1045212 11.9338323 11.3583318 12.6031567 12.7826062 13.3063186 2.3513174 NA 1.8107310 10.5747029 12.1598756 6.0586628 8.4160472 11.7963103 1.1586602 11.8487821 9.0012252 2.5992226 9.2716572 9.6607809 8.5162114 5.8270390 14.0192753 -0.6485978 7.3847276 10.6622012 5.1457223 8.4760333 11.5174676 1.1586602 10.3403441 13.9707507 11.1273262 8.3025891 9.6661991 NA 6.0586628 11.9845268 9.8040605 -1.4469345 5.8511494 NA 10.7460351 5.7350076 8.2937457 12.5235757 11.6433816 0.00000000 0.77080000 0.01866300 0.05565800 0.06007900 0.82725000 -0.69251000 0.05622800 -0.03490400 0.07210900 0.04613300 0.04259000 -0.73819000 -0.74229000 0.81025000 -0.71995000 -0.10151000 -0.72623000 3.65690000 3.65690000 0.03665300 0.04542400 0.06823500 -0.00456950 -0.09683700 0.03679400 0.03679400 -0.16026000 1.67260000 0.00000000 0.00041593 -0.01773100 0.06007900 0.78659000 0.04655900 -0.79126000 -0.72558000 0.81532000 0.82725000 -0.71897000 -0.69251000 -0.69403000 0.07383300 0.03820600 0.06835900 0.04117500 0.04259000 -0.03599300 -0.74412000 0.11169000 -0.71563000 -1.29290000 -0.00097017 -0.00097017 -0.00097017 -0.71399000 -0.72623000 -0.72332000 -0.71684000 -0.73363000 -0.72659000 0.04542400 0.01908300 -0.00456950 -0.06933200 -0.00857660 -0.77643000 -0.17677000 0.03679400 -0.70064000 -0.71404000 -0.71404000 -0.16026000 -0.72729000 0.03538300 0.03538300 -0.08545700 -0.59614000 -0.59614000 -0.59614000 -0.59614000 -0.730 -0.730 -0.717 -0.717 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.700 -0.160 -0.160 0.000 0.000 -0.679 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.693 -0.693 0.000 0.000 0.000 0.000 0.000 0.000 -0.738 0.000 -0.720 -0.720 -0.050 0.546 -0.730 -0.730 -0.717 -0.717 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.700 -0.160 -0.160 0.000 0.000 -0.679 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.693 -0.693 0.000 0.000 0.000 0.000 0.000 0.000 -0.738 0.000 -0.720 -0.720 -0.050 0.546 7.6320755 9.1269148 7.9097251 -0.6485978 7.8451601 7.5212298 7.3170888 8.6956003 10.5574031 7.1161765 7.3569290 6.7606960 9.9696900 7.3764441 7.1260911 13.0023001 9.1998882 12.1357348 9.9978633 9.8050896 6.3060234 4.1061892 9.6794183 0.6731946 7.8107361 9.7489791 12.2146197 8.0465325 12.7554109 11.3639290 9.0121918 4.1061892 13.5765872 7.5212298 3.9991973 -0.6485978 10.2255174 9.9901929 6.2879432 0.6731946 3.8107310 5.5704720 9.5686563 7.8865800 10.5136958 11.8573641 NA 12.4763950 10.3481310 10.1285598 11.3438888 10.1650856 5.0927698 11.3571044 14.5244936 8.7324147 NA 6.2701682 8.7187192 11.7183096 9.9306204 9.1666878 -0.6485978 9.1658868 5.3736726 8.2581952 9.0766708 9.8605847 13.1679292 8.5386565 12.2229210 7.2278210 8.7564459 10.1869602 8.3888512 8.9549309 10.5234194 11.8254502 9.5825257 10.9039736 10.2158776 7.0059400 3.7436227 7.1194890 3.9058900 9.1211424 10.9044538 11.8237415 8.2232097 0.3512891 12.3515686 12.7826062 4.3513032 7.4173935 15.8099544 7.9586351 12.8125281 9.8320947 8.7241697 2.2581872 12.1865654 1.6732398 13.3846810 10.9099643 8.7143441 8.8451601 9.3505998 9.1530129 11.7571107 3.5607639 10.3861035 12.6494773 10.8797586 10.1367570 -0.6485978 13.2985305 0.9362893 -0.6272707 12.1382887 14.1642787 10.3933058 6.6550856 11.7992917 9.0766708 11.3705477 2.2581872 12.6120035 9.2415687 9.9683127 10.6832123 9.1786472 10.6894838 9.1211424 10.4493366 NA 9.9296771 9.2768588 12.5829007 11.5931387 2.8107310 9.9512174 11.2746320 6.2092857 10.6622012 5.1457223 11.5174676 3.7088604 5.4493369 9.6661991 7.2092857 10.8509013 11.3871345 10.8979578 10.0504431 8.5274778 10.8471595 TCGA-LN-A49N 50 0 NA 378 esophagus stage iib t2 n1 m0 male 2010 no 80 esophagus squamous cell carcinoma NA r0 1 asian not hispanic or latino 3 5 3 4 4 3 5 3 3 3 0 0 0 0 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 7 6 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 7 6 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 6 0 0 0 2.011297e-06 6.935508e-07 16.6666666666667 3.84615384615385 47.4358974358974 16.6666666666667 15.3846153846154 4.59998423 10.31997372 10.06221658 -2.27020798 12.66837315 7.73235129 10.53475984 10.04957482 5.35656993 11.18340562 4.20535341 6.75476059 8.74014875 NA -2.27020798 8.84453411 0.89956236 12.96007414 2.56606013 4.41612362 4.48450553 11.93426813 11.03140250 0.05158092 9.14747308 6.51425484 9.48701055 6.52640690 5.68381714 4.67213677 13.81931931 10.17256402 14.09176988 8.83276409 9.19109994 8.61913199 15.36698130 10.11602198 11.23443953 11.82134354 11.77776683 12.19996168 10.73524511 12.71087566 4.22147499 2.72961802 8.20535390 10.59128905 12.50571838 6.92929274 8.39673192 12.80965192 5.60613719 13.01136953 8.86779641 5.82237835 9.85793715 10.45349474 10.42593613 8.91325595 13.96335258 -1.27020798 9.12836429 11.32895233 8.21545000 8.46517660 11.47098220 5.30704959 9.46559967 12.76853956 12.79069638 9.92867944 10.49803650 1.63649702 5.24532072 11.19722609 9.70511033 -2.27020798 4.25317998 NA 9.74921127 8.11011420 9.34202843 11.11453920 10.73829429 0.00833510 0.00221930 0.00458000 -0.00180140 0.00010281 0.54618000 -0.00912860 0.00000000 -0.45907000 0.00527490 0.01740400 0.01293400 -0.45693000 -0.45409000 0.44477000 -0.45469000 0.43361000 -0.44728000 3.45730000 0.00073066 0.00458000 -0.40364000 0.01656500 0.01028500 -0.00512270 -0.44964000 0.01880300 -0.09419600 0.22715000 0.00833510 0.00221930 -0.00716410 -0.00180140 0.00083195 -0.43864000 -0.45104000 -0.45104000 0.62515000 0.54618000 -0.45179000 -0.00912860 -0.00912860 -0.44814000 -0.95261000 0.00527490 0.00527490 -0.45029000 0.01544700 -0.45693000 -0.45409000 0.31225000 -0.90707000 -0.00526100 -0.00526100 -0.00526100 -0.00526100 -0.44857000 -0.43528000 0.00458000 -0.40364000 -0.40364000 -0.40364000 0.01656500 0.01028500 -0.45576000 0.00110930 -0.00512270 -0.00512270 -0.44964000 -0.44555000 -0.44555000 -0.44555000 -0.09419600 0.00332990 -0.44911000 -0.44911000 -0.00595220 -0.08266800 -0.08266800 -0.08266800 -0.08266800 0.000 0.000 -0.447 -0.447 0.000 0.000 -0.404 0.000 0.000 -0.456 0.000 0.000 0.000 -0.446 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 -0.449 0.000 0.000 0.000 -0.451 0.095 -0.443 0.000 0.000 -0.415 -0.458 0.000 0.428 0.000 -0.454 -0.021 -0.444 -0.015 0.000 0.000 0.000 0.000 -0.447 -0.447 0.000 0.000 -0.404 0.000 0.000 -0.456 0.000 0.000 0.000 -0.446 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 -0.449 0.000 0.000 0.000 -0.451 0.095 -0.443 0.000 0.000 -0.415 -0.458 0.000 0.428 0.000 -0.454 -0.021 -0.444 -0.015 0.000 0.000 8.5240362 10.2327009 6.7183055 6.3516725 7.9231462 7.6365115 6.5240370 7.0650111 9.6677298 6.6335024 7.8691718 6.9120151 9.5056423 8.6544330 9.7842249 13.4234886 9.7095066 11.8514778 9.8213866 9.3136436 8.8493009 5.8433633 9.9524154 NA 8.1600731 11.5346590 12.1060173 7.6214043 12.4309546 10.7826979 8.0127089 4.0150247 9.5840994 7.6365115 4.4423530 0.3146385 10.4704554 8.9769547 9.9769547 3.6838199 7.5977792 8.1133249 9.8739602 11.6364172 10.9548280 10.6001779 2.8995430 11.9487891 8.3117624 9.7257410 10.1918672 10.0827674 8.2570974 8.7239738 13.7055133 7.3885460 NA 7.0356822 10.1702303 12.2281582 10.5276873 10.5347598 0.3146385 10.0408012 11.2222249 7.8844386 9.1833389 10.5803934 14.4784304 6.0827664 11.7721349 7.9881865 9.8630839 11.1790272 8.8071040 8.5191542 11.6907989 13.6814309 11.3872739 11.0314025 10.4664452 7.4369797 7.2053544 7.9548279 7.1910997 8.8472638 10.7218509 13.5755271 9.6167879 5.8793676 12.3498404 10.7352451 3.7296180 6.9775478 16.3694243 10.4562645 13.6585321 9.6680975 9.2492569 5.3516707 12.9159283 1.3145805 14.4188227 11.3391456 9.4352529 11.4092106 9.2735851 10.4782328 13.5649062 8.3173981 10.0066173 11.8459450 9.3671511 10.0672425 2.3145805 12.1677627 3.6838199 5.417100 12.668373 14.951485 9.235432 8.586824 13.355757 9.183339 11.976139 4.205353 14.393929 10.571971 9.643632 10.905716 8.834219 11.634820 8.847264 10.488468 2.729618 9.972199 10.151422 12.457488 11.121133 6.325811 9.840756 11.382914 8.154836 11.328952 8.215450 11.470982 7.869172 9.194626 10.498037 7.573542 9.735245 10.761666 10.920217 10.005454 8.645500 11.283010 TCGA-LN-A49O 47 0 NA 408 esophagus stage iia t3 n0 m0 male 2011 yes 60 esophagus squamous cell carcinoma 20 r0 NA asian not hispanic or latino 3 5 4 4 3 3 2 3 2 3 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2.566138e-06 6.241958e-07 16.6666666666667 7.29166666666667 37.5 25 13.5416666666667 -0.8137530 10.6195948 10.8009800 NA 12.1003749 6.2202990 10.3003345 9.4084612 4.7861834 8.6940646 3.0931545 NA 8.2155573 NA NA 9.5624117 NA 12.4633984 1.3689359 0.9936381 NA 12.5348600 10.4321199 NA 9.1749549 5.3155517 9.0442512 5.2403601 6.1229087 NA 13.6145976 9.9692684 14.5282708 11.0315426 8.4751364 7.7215647 16.1009822 9.3058597 10.4249734 11.9603468 11.5307047 13.5048129 11.3235815 13.3725391 1.8867062 -0.8137530 5.4991539 11.2174544 11.4446668 5.8936292 7.9260504 11.5343080 0.1862470 13.2231735 8.5392403 0.5082258 9.4210876 9.7346104 8.9302631 5.8797572 12.9577080 NA 7.3611955 8.6271391 2.7098420 8.9996024 12.0301911 1.5081751 9.5759015 12.2585702 11.7638170 9.4246748 10.1878718 -1.8134994 3.2737397 12.2631692 11.3633781 -1.0567913 7.6999978 NA 9.6114859 7.8010720 7.8228945 9.2320297 10.9051476 -0.01257600 -0.37482000 -0.39040000 -0.03857800 -0.00332430 0.42625000 0.43125000 0.47272000 0.47084000 0.09957900 0.38700000 1.19560000 -0.03422300 -0.05347600 1.14200000 0.42722000 1.14390000 -0.41146000 -0.01271300 1.19830000 0.00875280 -0.41342000 0.78871000 0.00027728 -0.02054900 0.43834000 -0.41344000 -0.05266600 0.01572700 -0.01257600 0.01377200 -0.39040000 -0.01890200 -0.01450300 -0.43420000 -0.42090000 -0.42090000 0.38965000 0.42625000 0.00000000 -0.40992000 -0.41421000 0.01726400 -0.01395300 0.08205200 0.51350000 1.20010000 -0.43908000 -0.03422300 -0.03422300 0.40477000 -1.18250000 -0.41465000 -0.82578000 -0.01133500 -0.01931400 -0.41146000 -0.00401620 -0.84515000 -0.41342000 -0.41342000 -0.41342000 0.80887000 0.00027728 0.19451000 -0.34927000 0.35406000 -0.02380800 0.43834000 -0.41344000 -0.41344000 -0.41344000 -0.06786000 -0.40749000 -0.40550000 -0.40550000 -1.29290000 0.02553100 0.02553100 0.01572700 0.01572700 -0.395 0.000 -0.399 0.000 0.000 0.000 -0.413 0.000 0.000 -0.127 -0.349 0.354 0.000 -0.413 -0.413 0.000 0.000 0.000 -0.375 -0.404 0.000 -0.406 -0.431 0.000 0.000 0.011 0.431 0.000 0.000 0.356 0.000 -0.420 -0.420 0.403 0.403 0.349 0.349 0.427 1.137 0.000 0.000 -0.395 0.000 -0.399 0.000 0.000 0.000 -0.413 0.000 0.000 -0.127 -0.349 0.354 0.000 -0.413 -0.413 0.000 0.000 0.000 -0.375 -0.404 0.000 -0.406 -0.431 0.000 0.000 0.011 0.431 0.000 0.000 0.356 0.000 -0.420 -0.420 0.403 0.403 0.349 0.349 0.427 1.137 0.000 0.000 7.563481 8.726398 4.941158 1.508175 7.467041 7.871019 6.197498 8.070441 9.602540 5.701970 3.993629 6.405439 9.290214 7.246966 8.290869 13.810037 6.579231 12.355021 11.393895 8.100655 8.832280 4.117005 10.193297 NA 7.591412 10.139375 12.944545 8.726398 13.091292 11.163550 9.569974 1.645702 9.537209 7.871019 3.245891 NA 11.208118 9.709342 8.030191 1.645702 3.471669 5.230664 10.065470 7.160684 10.291524 11.245615 NA 12.920768 6.778728 9.605704 10.697529 11.406044 5.315552 8.015993 11.140648 7.444954 NA 8.476289 10.154217 12.2423150 9.3661792 10.3003345 NA 8.6980229 9.2162475 9.1678373 9.4489464 11.6131900 12.0796664 8.3052113 14.0826735 8.4751364 7.6720993 10.2027302 8.8201735 9.6224611 11.8966461 14.1694439 9.2462905 10.4321199 10.1714005 7.0566345 6.0750127 9.3006633 2.5082004 9.6235020 10.4279554 12.3184485 8.7513723 3.3957209 12.1162682 11.3235815 -0.2287060 6.3511778 15.0509508 9.3661792 13.1466341 10.1491661 8.7254290 3.8867062 12.5026931 2.2737247 12.3825280 11.5907465 10.1939983 5.8301260 9.9033511 9.6093860 11.2680864 5.4991539 9.7485126 11.7716482 9.5143841 10.5473914 0.5082258 12.6597856 5.6457017 1.8933622 12.1003749 14.3125868 10.1876783 7.2415523 11.2946312 9.4489464 11.2051657 3.0931545 14.6702276 8.4889090 10.9835263 10.2702414 9.9306204 11.2501707 9.6235020 7.6518367 -0.8137530 10.3850221 9.1346373 12.4985858 11.7862992 2.5785765 10.8071772 9.3347466 6.2790273 8.6271391 2.7098420 12.0301911 5.1749536 0.5082258 10.1878718 6.1578138 9.7297854 10.9608513 10.8090083 10.4374566 9.6328366 9.9327845 TCGA-LN-A49P 71 0 NA 375 esophagus stage iia t3 n0 m0 male 2011 yes 40 esophagus squamous cell carcinoma 40 r0 NA asian not hispanic or latino 3 7 4 4 4 3 5 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 2.566138e-06 5.201631e-07 17.9775280898876 1.12359550561798 51.685393258427 14.6067415730337 14.6067415730337 2.2180682 10.1309527 9.8852932 NA 11.5835110 7.1095152 10.5982965 9.8681578 6.1976630 10.5540493 4.4404539 5.2300377 7.5279187 -0.1039219 6.3224005 9.7669471 3.6687205 11.8712370 3.0660547 5.2300377 2.3986240 11.7775043 10.9480240 3.4810922 9.0635536 6.7332377 8.5071603 3.2704841 -0.6887294 NA 14.3344724 10.3664553 15.1495543 9.9730534 9.7598055 8.6253936 12.6870268 6.7290252 10.0232699 11.5708558 10.9525473 12.6814516 11.0851362 11.3492345 3.5965774 4.6510230 6.5059290 10.4281666 11.6336517 4.7205630 8.1597957 13.8301699 4.9836002 11.6202229 9.1585514 5.4404573 9.7157822 9.3203017 9.7494449 7.7205637 13.1130833 -0.6887294 9.7828480 10.4026082 6.7582565 8.9254227 11.3454560 4.5009996 9.3432186 13.6188006 13.4160173 9.0843120 10.0500336 2.0116030 3.2653619 10.8520274 9.0279922 -1.6887294 4.1938190 -0.1039219 10.0937617 7.0322717 8.9827138 11.1432717 10.4652061 -0.00761010 0.00152550 0.00666530 0.24560000 0.34974000 0.20076000 -0.02246900 0.08739000 -0.00110870 -0.00097017 -0.01009400 0.56205000 0.07354600 1.16210000 1.08530000 0.35790000 0.64304000 1.09280000 -0.05145100 0.11470000 0.00750000 -0.00830050 0.00000000 0.09739700 -0.00954260 0.38056000 -0.36533000 3.02210000 0.47718000 -0.02082400 1.03100000 0.00666530 0.24560000 0.34469000 -0.36884000 -0.37358000 -0.37358000 0.22746000 0.20076000 -0.01202400 -0.02246900 -0.03367700 0.08739000 -0.38392000 -0.00110870 0.00208050 0.56205000 0.56205000 -0.04075200 0.07354600 -0.37279000 -0.74011000 -0.00981850 -0.00981850 -0.00290910 -0.00290910 -0.38055000 -0.05404300 -0.00029944 -0.00830050 -0.00830050 -0.00830050 0.00000000 0.09739700 -0.01477800 -0.01477800 -0.00954260 -0.00180140 0.38056000 -0.37121000 -0.37121000 -0.37121000 -0.04820700 0.28074000 0.00235810 0.00235810 0.34242000 -0.48008000 -0.48008000 0.47718000 0.47718000 0.000 0.000 0.112 0.000 0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.365 -0.365 0.000 0.000 0.000 0.000 0.281 0.281 0.000 0.342 0.000 0.000 -0.356 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.562 0.000 0.302 0.250 0.623 -0.480 -0.003 0.000 0.000 0.112 0.000 0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.365 -0.365 0.000 0.000 0.000 0.000 0.281 0.281 0.000 0.342 0.000 0.000 -0.356 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.562 0.000 0.302 0.250 0.623 -0.480 -0.003 8.723743 9.928181 7.224062 3.218068 8.045882 7.302695 5.997674 5.355566 9.915263 6.241911 8.249282 7.374568 10.443994 7.820948 11.867439 13.234918 9.137427 10.397309 9.560286 8.844503 8.311074 5.720563 9.736389 -1.688729 8.976988 10.015076 10.799766 8.840603 11.600814 10.330764 7.905498 4.419701 10.722154 7.302695 3.387983 -1.688729 10.879604 8.862881 10.027135 3.118526 7.626730 8.062717 9.354884 10.352490 10.213171 10.697574 3.011621 12.839627 8.977397 9.893785 8.878178 11.034407 4.066063 7.830809 13.124002 8.043171 NA 7.049265 9.956381 12.032058 9.603494 10.598297 -1.688729 9.302695 9.471675 8.484850 9.601146 10.391657 11.086577 9.962673 10.261364 7.749965 8.440456 10.704831 9.348033 8.980058 12.021656 10.914472 11.407723 10.948024 10.118528 8.410521 7.327981 8.319602 10.078943 8.643209 10.492325 11.888956 8.507689 5.587296 11.824407 11.085136 1.118559 8.015077 16.572577 8.405250 13.326109 9.162141 8.406570 5.933226 12.425566 1.481092 12.608030 10.917809 9.193816 10.380287 9.288725 11.234872 11.980169 8.799013 10.054324 12.955053 10.344596 11.247075 3.481092 12.460047 4.720563 4.9730923 11.5835110 14.3627708 9.6217856 8.0627170 11.7145844 9.6011457 10.9811652 4.4404539 12.1527372 10.0743853 8.0046598 9.9452624 8.7437149 12.4972871 8.6432094 9.2920264 4.6510230 9.4854743 10.7064392 12.5562056 11.2454166 5.9258831 10.5948400 10.9722829 7.4223087 10.4026082 6.7582565 11.3454560 5.9693854 0.6331057 10.0500336 7.3279810 9.5808839 9.8628811 11.8740115 10.5564285 9.2522205 10.6832217 TCGA-LN-A49R 46 0 NA 407 esophagus stage iii t3 n1 m0 male 2011 yes 60 esophagus squamous cell carcinoma 20 r0 1 asian not hispanic or latino 3 4 4 4 4 3 6 3 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 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 5 0 0 0 4.195983e-06 7.975835e-07 6.84931506849315 4.10958904109589 44.5205479452055 24.6575342465753 19.8630136986301 -1.8661735 9.0125027 10.0717947 -1.8661735 12.0534799 7.6770459 10.2587760 8.4923367 6.4243040 11.9006284 11.9308403 3.6882699 8.3875327 NA NA 8.9024653 7.3086112 12.1087712 2.9410312 3.3036054 -0.2813863 10.7648625 10.9195466 1.1336950 9.4539219 4.9791748 8.2382844 7.8287052 2.0405769 -0.2813863 15.4070075 10.1777379 15.1873456 9.5357382 8.8078778 7.9729993 12.9074943 10.5797348 9.5467845 11.8050374 11.1127533 12.5731268 10.2992206 11.4718647 1.8341449 5.6572484 5.8061101 10.2068228 11.6821136 6.4556133 8.5334976 13.7242549 6.1615915 11.0603520 8.2709073 4.7483968 9.6399931 9.0525488 9.6997395 6.3086102 12.6458703 -1.8661735 8.6215255 10.8490040 10.2594217 8.7972436 11.5140112 2.7775354 9.5854118 11.8903460 12.8678658 8.9378163 9.8784478 NA 5.3235106 10.5664883 9.3714929 4.2592574 6.7035410 0.4556494 9.7063857 6.7261418 8.5345647 9.5318947 10.4773375 -0.124340 0.010564 0.036935 0.158300 0.192860 0.795490 2.587800 0.761590 -0.044009 -0.482180 0.397120 0.878880 -0.069600 -0.069600 1.211200 -0.496420 1.963300 -0.196750 3.656900 0.528180 0.090430 0.592060 0.000000 0.284060 0.286750 -0.049559 -0.049559 -0.128750 0.355450 -0.124340 0.010564 0.036935 0.156060 0.149800 -0.517330 -0.523930 0.359040 -0.477540 0.878270 -0.403180 -0.429310 -0.447980 -0.445660 0.161900 -0.458960 -0.482180 -0.433980 -0.433980 -0.069600 -0.069600 -0.496420 -0.496420 1.146600 1.088700 -0.506810 -0.521940 -0.218000 -0.509600 0.033831 -0.527210 -0.453940 -0.453940 -0.063569 -0.141290 0.112280 0.268280 0.989700 0.258410 -0.049559 -0.484070 -0.484070 -0.484070 -0.128750 0.176640 -0.490680 0.354140 -0.196870 -0.486170 -0.524460 0.342750 0.355450 1.089 -0.522 -0.197 -0.510 0.445 0.000 -0.454 0.000 0.264 0.000 0.177 0.990 0.990 0.000 -0.419 -0.129 -0.129 0.000 0.000 0.261 0.261 -0.428 -0.197 0.193 0.193 0.359 0.359 -0.403 -0.429 0.762 0.000 0.000 0.000 0.397 0.397 0.000 0.385 0.132 0.628 -0.486 -0.131 1.089 -0.522 -0.197 -0.510 0.445 0.000 -0.454 0.000 0.264 0.000 0.177 0.990 0.990 0.000 -0.419 -0.129 -0.129 0.000 0.000 0.261 0.261 -0.428 -0.197 0.193 0.193 0.359 0.359 -0.403 -0.429 0.762 0.000 0.000 0.000 0.397 0.397 0.000 0.385 0.132 0.628 -0.486 -0.131 7.9084725 9.4022274 4.9665735 6.4374658 8.6987876 7.7648623 6.8201853 7.9281014 9.3534589 6.3185609 8.0465745 8.1739754 10.7068592 9.7725739 10.5002808 12.7120581 8.0618043 10.4127156 9.4763157 9.1116808 8.0016745 6.4465689 9.1984281 NA 8.9318981 10.0951351 11.7995765 10.4873836 11.0255318 10.2108350 8.7657718 7.5992516 11.9028001 7.7648623 5.0058985 -0.8664365 10.2118362 9.7802441 6.7520715 3.2211501 5.6414796 6.5430767 9.0725298 8.8599037 10.6424706 11.7009285 1.8341449 12.4491888 8.8410447 9.1456115 8.7345274 10.5316274 4.5430751 9.8747310 11.0309637 8.4694444 -0.8664365 8.9594392 9.4884857 11.467260 9.537230 10.258776 -1.866173 8.869242 7.728010 8.720525 9.907175 9.297964 12.983013 7.982309 11.611697 8.572477 9.577665 10.216500 8.694973 9.845352 10.797021 11.147699 9.188968 10.919547 9.582834 8.936202 5.221150 8.165731 9.079129 9.692584 10.240576 11.092057 9.698726 3.526006 11.218992 10.299221 7.667015 7.629540 16.466551 8.543076 12.828642 10.544137 8.153276 5.895237 10.775060 2.525994 13.659544 10.729642 8.550483 9.716768 9.438139 9.905175 11.773930 6.915045 10.036814 12.512890 10.622028 11.201120 3.133679 12.296549 1.593115 2.814571 12.053480 13.302077 9.864580 7.800797 11.797799 9.907175 9.827172 11.930840 12.221231 9.142814 8.802570 9.977077 8.545197 11.205148 9.692584 8.670904 5.657248 10.492062 10.283115 11.710170 10.849219 3.991662 10.314707 11.122548 7.861606 10.849004 10.259422 11.514011 4.834125 2.133695 9.878448 8.064423 9.981134 11.273876 11.248566 10.276750 8.531360 11.075467 TCGA-LN-A49S 59 0 NA 400 esophagus stage iia t3 n0 m0 male 2011 yes 60 esophagus squamous cell carcinoma 40 r0 NA asian not hispanic or latino 3 4 5 5 6 3 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 7 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 7 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 6 4.889533e-06 1.803232e-06 15.5778894472362 5.52763819095477 43.21608040201 14.572864321608 21.105527638191 3.0416285 9.8394132 10.3692258 2.9871753 12.1029278 7.9386387 9.9400325 10.1879882 5.5191173 7.0315783 3.9306049 -1.7131189 7.8278406 NA NA 9.0772147 2.2867333 11.9294344 2.7461838 2.2867333 -0.7133554 12.0629715 12.3606346 5.2979727 9.4269348 5.6176599 9.0721967 10.1802542 4.8413341 NA 14.2618308 9.3655620 13.8992066 9.5048653 7.8355660 8.1785887 12.8916448 12.1615334 10.7770936 12.2303633 11.4599528 12.7013633 11.2279751 11.3244626 2.4566748 4.2174789 6.9697388 11.4379192 12.0382944 2.6086673 8.4974156 13.2375323 4.5905242 10.8290505 8.4332111 0.8716860 9.6265941 9.6860219 8.5779148 5.6530658 13.0949542 NA 7.2351114 11.0315779 3.6442947 8.8575484 11.5065176 6.3474407 9.9635826 13.5178152 10.6418198 8.0892603 10.2349179 0.6087146 1.9871753 9.7114354 9.8147097 4.5520327 3.9014558 -0.1283140 10.0336782 4.7296887 8.3132676 12.9849061 11.3094656 0.738850 0.639510 0.456470 0.000000 -0.047709 0.542360 -0.017985 0.288130 1.020700 0.401890 -0.049114 0.608900 -0.403990 0.229260 0.920200 -0.232670 -0.252170 1.214000 0.167700 0.519030 -0.040388 -0.198290 0.201320 -0.082711 0.534340 1.175900 -0.046762 -0.117480 -0.095954 0.097787 0.085753 0.456470 0.000000 -0.049873 -0.588360 -0.601410 -0.916900 0.542360 0.542360 -0.053519 0.017919 0.087054 -0.409950 0.255060 -0.099119 0.401890 0.628550 -0.431500 -0.403990 -0.417100 0.153330 -1.053000 0.200000 -0.116690 0.226020 0.226020 -0.140040 -0.062672 -0.086428 -0.235970 -0.198290 -0.198290 0.143950 -0.075254 0.526550 0.582500 -0.109630 -0.128660 1.175900 -0.046762 -0.057697 -0.057697 -0.131520 0.416920 -0.764690 -0.118780 -0.096878 0.307240 0.307240 0.307240 -0.079224 0.226 0.226 0.000 0.000 0.519 0.000 -0.198 0.154 0.000 0.527 0.000 -0.110 0.425 1.176 0.000 0.231 -0.117 0.000 0.000 0.417 0.417 -0.119 0.000 0.305 0.000 -0.237 0.306 0.000 0.000 0.000 0.000 0.283 0.283 0.000 0.000 0.000 0.000 -0.233 -0.233 0.307 0.000 0.226 0.226 0.000 0.000 0.519 0.000 -0.198 0.154 0.000 0.527 0.000 -0.110 0.425 1.176 0.000 0.231 -0.117 0.000 0.000 0.417 0.417 -0.119 0.000 0.305 0.000 -0.237 0.306 0.000 0.000 0.000 0.000 0.283 0.283 0.000 0.000 0.000 0.000 -0.233 -0.233 0.307 0.000 7.574457 9.374207 6.336592 3.496194 7.796519 7.390032 7.184590 5.525148 9.522160 6.599627 7.845165 6.837490 9.645395 7.713009 10.667205 10.994966 10.701131 10.652246 9.623808 11.003778 8.555321 5.181564 7.184590 -0.128314 9.378093 10.519165 10.862756 6.081161 12.184087 11.373378 8.041632 4.696133 11.154602 7.390032 3.082192 -1.713119 11.329771 7.708809 8.519165 2.679063 5.626594 9.483961 9.321543 7.899613 11.164795 10.784097 3.810309 12.627846 9.401137 11.346933 10.491010 9.301462 9.995828 8.256850 13.897625 7.482141 NA 2.930605 7.574457 12.260531 10.194761 9.940033 -1.713119 9.582513 9.045800 7.562868 9.658494 9.566935 11.890668 8.136931 10.939589 8.553531 9.582513 9.857549 9.441562 8.925180 12.148800 11.583591 13.585451 12.360635 10.214892 8.803429 6.841333 7.014664 10.756640 9.434585 12.029685 10.331138 9.280525 4.094101 12.084102 11.227975 4.729689 7.994103 16.777012 7.835566 13.079941 10.300765 11.057821 6.501063 12.436253 1.456648 13.012329 11.415383 9.242394 11.391015 9.398975 9.232188 12.331650 8.011258 10.573591 11.935224 11.221909 11.275961 1.746184 12.557988 NA 3.4997056 12.1029278 14.6055282 10.0206068 8.0248366 11.6862891 9.6584936 12.1793818 3.9306049 11.6429209 7.9520802 5.3311391 9.8209108 8.9368982 11.4986324 9.4345851 10.1009260 4.2174789 10.2636662 9.8954609 12.7447020 10.6650390 6.4262950 10.5034900 11.4388705 4.2867407 11.0315779 3.6442947 11.5065176 3.9871844 0.6087146 10.2349179 6.2115574 10.2178510 10.1200296 11.1271286 11.7733278 8.3118559 10.9956124 TCGA-LN-A49U 62 0 NA 467 esophagus stage iia t3 n0 m0 male 2011 yes 60 esophagus squamous cell carcinoma 40 r0 NA asian not hispanic or latino 1 4 4 4 3 3 6 4 2 3 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 7 0 4 0 4.646791e-06 1.560489e-06 14.3646408839779 1.10497237569061 46.4088397790055 11.0497237569061 27.0718232044199 -1.7211826 10.2496710 9.6576829 NA 12.2004082 7.1504744 11.3712729 8.4374558 6.3273874 12.2348592 3.8638096 NA 7.3556621 NA NA 8.8405731 0.8637799 12.9658286 -0.7211826 3.3663082 -1.7211826 11.6110225 11.4695967 NA 9.5409409 5.0862021 9.3348065 8.4346257 0.2788174 NA 14.2936730 11.3763845 12.3017912 9.3448882 6.4437525 8.8024178 13.5740770 10.4528355 10.1251200 10.9526432 11.0316449 13.0318016 10.8197007 12.4802043 2.3663082 -1.7211826 2.4487688 10.6722366 11.8730879 6.1614887 8.7676905 12.9451950 3.6363926 12.1305951 9.3806905 2.6711575 8.9118414 9.4049053 9.4010271 4.9792846 12.7574262 NA 9.3129574 11.3122691 10.0663406 8.4612404 11.8704853 6.9965221 9.9844786 14.0857733 11.7060280 9.0813625 10.7842186 NA 6.9792857 10.6010559 8.3795083 -1.7211826 4.0337313 NA 10.7215305 7.5526414 8.5905945 10.1113406 10.9876369 -0.0305400 0.6721500 0.6841300 0.0355240 0.1181400 0.0473740 -0.7392300 1.3636000 0.0095883 0.0069435 0.7727200 0.7903900 0.7596800 0.7537500 1.4629000 -0.0278080 -0.0353120 -0.0619580 -0.0619580 -0.0460400 -0.0784110 0.9581600 0.4024400 -0.0171160 0.5930000 2.0727000 0.0000000 0.6421300 -0.0249350 -0.0305400 0.0287630 0.6841300 0.0998700 0.1038000 -0.7663800 -0.7502800 -0.7502800 0.0430150 0.0473740 -1.2929000 -0.7221700 0.0297470 -0.7530800 0.0095883 0.0376410 0.0069435 0.7903900 0.7383500 0.6940900 0.7596800 -0.7550400 -1.2929000 -0.0392580 0.7117000 -0.0151910 -0.0151910 -0.1143000 0.0166630 -0.0972320 -0.3352600 -0.3352600 -0.3352600 0.4024400 -0.0171160 -0.0794770 -0.0655810 -0.1112900 -0.0675920 0.6832800 -0.8181100 -0.0029091 -0.0029091 -0.1566900 -0.0339500 0.1739200 0.1739200 -0.1010500 -0.0040162 -0.0040162 -0.0040162 -0.0040162 0.000 0.000 0.000 0.000 0.000 0.000 -0.328 0.402 0.000 0.000 0.000 0.000 0.000 0.683 0.000 -0.157 0.360 0.000 0.627 0.000 0.000 0.174 -0.101 0.000 0.000 -0.750 -0.750 -0.757 -0.757 0.000 -0.712 0.000 0.000 0.773 0.773 0.760 0.760 -0.713 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.328 0.402 0.000 0.000 0.000 0.000 0.000 0.683 0.000 -0.157 0.360 0.000 0.627 0.000 0.000 0.174 -0.101 0.000 0.000 -0.750 -0.750 -0.757 -0.757 0.000 -0.712 0.000 0.000 0.773 0.773 0.760 0.760 -0.713 0.000 0.000 0.000 6.8410888 9.2921688 5.9370571 4.2330444 6.4537711 7.9027278 7.8276679 6.1736631 9.0135558 7.3122695 6.9548035 7.2006868 10.9066080 9.0602058 10.0148252 13.4508829 5.3768773 11.2292198 10.0769128 9.2963505 7.3304087 4.0602031 10.1137121 NA 8.3368377 10.3778651 13.0090509 7.7945458 11.8390643 11.7028811 8.6807924 5.3449350 8.8981491 7.9027278 3.7369620 -0.7211826 10.0203131 8.9688442 6.3873712 1.8638195 4.4882965 7.4437533 9.6418857 7.3476240 10.7515369 10.7925737 -0.7211826 12.3319235 9.0025070 9.7285107 9.6998591 10.1819748 3.3232404 9.7540729 12.9803692 7.5318189 NA 7.1148969 9.2496710 12.2042151 10.6882370 11.3712729 0.6007455 9.8539126 4.9653456 8.7836652 9.4779050 10.9229277 11.9258547 8.7696970 12.5900977 6.9723331 11.0093162 10.2963505 8.8363098 10.2703680 11.5978125 12.5189704 9.0295531 11.4695967 10.4049053 5.3122695 4.3232404 6.6319933 7.8295927 9.4500229 10.8429956 11.9163767 9.5321026 4.0861978 11.8032654 10.8197007 5.7786922 5.6538855 14.6867975 8.5973889 13.1182960 10.3929138 6.6882377 5.8102271 11.2149319 0.6007455 12.8835273 11.8451380 9.9710257 10.1341040 9.6409708 9.8505988 12.3734187 6.6451684 10.4339805 12.1053469 10.3516486 10.6663249 -1.7211826 13.1432257 -0.1362201 2.526770 12.200408 14.354972 10.484028 7.161489 10.607241 9.477905 11.426846 3.863810 13.487652 9.992233 8.686114 11.242284 4.653885 12.034985 9.450023 8.727995 -1.721183 10.251467 9.810715 11.680259 11.591445 2.448769 10.764675 10.516355 7.149211 11.312269 10.066341 11.870485 3.136831 9.107776 10.784219 7.823810 10.318793 11.916377 10.791833 10.958106 10.324264 11.062254 TCGA-LN-A49V 49 0 NA 383 esophagus stage iia t3 n0 m0 male 2011 yes 60 esophagus squamous cell carcinoma 15 r0 NA asian not hispanic or latino 3 7 4 4 2 3 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2.704848e-06 1.283069e-06 39.3162393162393 2.56410256410256 36.7521367521368 11.1111111111111 10.2564102564103 4.5609656 10.6029081 10.3309745 1.7029678 12.9716729 7.8056955 9.8791423 10.2804135 5.4685182 9.5783500 12.3984849 NA 8.2450492 NA NA 8.2041153 NA 13.9730776 4.4187432 4.9318012 NA 13.0089040 11.0364196 2.8322622 8.9431797 2.6571827 8.5111446 -0.7119368 3.4843444 -2.2968993 14.6846412 8.3093899 13.7472779 10.2813503 8.5279434 7.9628694 10.5048951 1.4034313 10.8495534 10.6698074 11.2149844 13.1072282 11.2137489 9.3144706 0.5103543 5.0158677 3.6571827 9.9191243 11.9067716 5.8062725 9.4974006 10.9544952 4.9221550 14.8132233 10.8216922 1.8729075 9.6553620 9.8514613 9.3776183 5.2728406 13.1361789 -2.2968993 9.2102839 11.1727537 5.0780248 8.8406162 8.6218479 3.6571827 9.6806224 13.2362536 10.6927340 8.4343038 11.5796359 -0.7119368 2.3468435 8.7630052 13.0014053 -0.7560872 8.3540364 NA 10.7338243 6.8399760 9.4876196 11.3057996 10.3741697 -0.0018893 1.4120000 1.4120000 -0.0248840 -0.0248840 0.7230100 -0.0506330 -0.9105500 0.7486100 0.7679200 3.6569000 0.3564300 0.4844000 0.5795200 2.6467000 -0.0066432 1.2094000 3.6569000 2.2669000 0.6886800 0.6849600 0.2233000 0.7533700 -0.4015200 0.7260300 3.6569000 -0.0337650 -0.1976200 0.8219600 -0.0018893 -0.0018893 1.4120000 -0.0248840 -0.4455500 -0.0602110 -0.0162920 -0.0069195 0.7248900 0.7230100 -0.0611520 -0.0506330 -0.0471240 -0.8775100 -0.9167200 -0.0479360 0.7679200 0.3564300 0.8974800 0.3943200 0.5115900 2.1222000 2.1222000 -0.0381700 -0.4145400 0.3172300 0.3489300 0.6419400 -0.5726500 0.6832300 0.0171240 -1.2929000 0.2233000 0.7497500 -0.0682610 -0.7437700 -0.8586000 0.4250300 0.2951700 0.4137900 -0.0337650 -0.0512990 -0.0880920 0.7139600 -0.0099565 0.7709900 0.7709900 -0.0687970 0.1503200 0.1503200 0.1133900 0.1547400 0.000 0.317 0.028 -0.556 0.683 0.683 0.000 0.750 0.000 -0.859 -0.859 0.425 0.107 0.355 0.000 0.630 0.000 0.000 1.412 0.000 0.765 0.771 0.000 0.000 0.000 0.000 0.723 0.000 0.000 -0.793 0.000 0.000 0.000 0.356 0.356 0.580 2.212 2.122 1.332 0.155 0.155 0.000 0.317 0.028 -0.556 0.683 0.683 0.000 0.750 0.000 -0.859 -0.859 0.425 0.107 0.355 0.000 0.630 0.000 0.000 1.412 0.000 0.765 0.771 0.000 0.000 0.000 0.000 0.723 0.000 0.000 -0.793 0.000 0.000 0.000 0.356 0.356 0.580 2.212 2.122 1.332 0.155 0.155 6.186800 8.945564 1.872908 4.095300 7.730891 8.363872 5.265227 8.007906 8.307538 6.099590 7.006766 8.059437 10.710362 10.638886 11.965300 11.796815 4.372862 10.158826 9.581419 7.783802 8.088567 5.295440 10.281829 NA 8.426646 13.437456 10.572386 10.037537 11.384042 9.389047 8.673810 3.226539 9.421089 8.363872 3.738606 -1.296899 10.775117 7.746012 4.892809 0.287945 4.714213 8.099589 9.901737 7.725353 10.384223 11.101595 NA 11.991130 7.257574 9.958898 9.006765 10.937652 -1.296899 6.529534 12.227588 7.463322 -2.296899 5.993004 8.928192 11.6536317 10.6982219 9.8791423 0.8729469 11.2229894 5.1624155 9.4219457 10.9593246 10.1585688 11.3360934 7.5311210 7.9953064 7.5390347 7.9814343 10.2184382 8.3405151 9.1422963 12.1312140 11.4592616 11.4697207 11.0364196 11.2070588 4.0953000 3.8322723 6.0866882 8.5390351 9.9512088 10.7073808 9.2416586 9.1943368 6.5327081 11.1659981 11.2137489 0.7030121 6.2916993 16.0113745 8.0506062 13.8124481 11.0664351 8.8354845 9.9828854 11.9971028 1.0248870 12.7292548 12.6576354 8.9964563 12.3359799 8.8913448 10.3754101 11.3764042 3.2575689 11.8263787 11.6923508 10.7712592 9.8704028 1.0248870 12.9473486 7.0974475 6.609875 12.971673 13.425729 9.479829 8.765705 13.566760 10.959325 11.470238 12.398485 12.573975 11.124787 8.726046 11.059595 8.771091 11.539134 9.951209 9.513958 5.015868 9.807256 9.870716 12.144567 10.573542 4.862858 11.076122 8.272840 5.983755 11.172754 5.078025 8.621848 4.960373 7.870403 11.579636 8.096375 10.890801 12.097983 11.664163 11.545139 9.660032 10.973572 TCGA-LN-A49W 73 0 NA 403 esophagus stage iii t3 n1 m0 male 2011 yes 40 esophagus squamous cell carcinoma 40 NA 2 asian NA 3 5 3 3 3 3 5 3 3 3 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 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 3.225011e-06 1.005649e-06 19.3548387096774 4.03225806451613 37.0967741935484 24.1935483870968 15.3225806451613 1.1129670 10.6267223 10.3840686 NA 12.2069624 7.5659360 10.9644679 9.6904236 6.0621411 11.2409891 4.2829216 2.7759566 7.9854133 1.5280211 1.3353689 10.1254424 1.5280211 13.8139123 2.6979517 4.6365550 5.3735229 12.0949187 10.8530566 2.9874664 9.0931344 7.7029581 9.0037655 4.5492872 5.1718873 0.8499993 14.6805547 9.1898102 15.7207861 9.7642319 10.2418483 8.4320495 13.1900329 6.2491305 10.6065166 11.3560119 11.1169810 12.6963909 10.5099562 13.3887312 4.6365550 3.6573199 9.4698135 11.6188063 12.2894484 6.0749271 8.6534456 12.1266268 4.0198887 12.2811445 9.3862619 4.6777788 9.6707775 10.2293387 10.2618949 7.5308472 13.0710036 3.6154987 8.9521984 11.0924199 7.0902744 8.8855841 11.2315033 4.6979573 9.7141464 12.2457086 13.4899792 8.9574390 10.7551939 1.3353689 5.5280336 11.7589533 11.0402788 0.4271771 5.7277054 -0.4719288 9.6417743 8.8910719 9.1924795 9.1158097 11.0109410 3.6569000 0.0871000 0.3023400 0.2551100 0.3618200 0.7032600 0.1291800 0.1411700 -0.2461800 -0.2149100 0.7850400 -0.2048200 -0.2051000 -0.2590200 0.4626300 -0.2349600 0.0535210 -0.2067200 2.5040000 0.1333200 0.1111400 -0.2327600 -0.1572000 0.0873900 0.0286220 0.4066100 -0.2296900 -0.2862000 -0.0024938 -0.2443600 -0.2465500 0.3023400 0.3539800 0.3412800 0.1240200 -0.2766700 -0.2766700 0.1011800 0.3341500 0.0926050 -0.2193500 -0.2207100 -0.2924800 -0.2461800 -0.2176300 -0.2349600 -0.2048200 -0.0919490 -0.2051000 -0.2051000 -0.2327600 -0.8646800 -0.1635700 -0.9181500 0.3275300 -0.0448220 0.0512450 -0.2363100 0.1607000 -0.2361800 -0.2361800 -0.2361800 -0.1572000 0.3516900 0.3235000 -0.3207700 -0.2492200 -0.0202750 0.4066100 -0.2499500 -0.1746200 -0.1746200 -0.2662500 0.0019418 -0.3222800 0.1006000 -0.5265500 0.0018999 -1.0683000 -0.0127130 -1.1962000 0.000 0.000 -0.207 -0.207 0.133 0.133 -0.233 -0.157 0.000 0.299 0.000 -0.229 0.000 0.232 -0.175 -0.261 -0.261 0.000 0.000 0.000 0.000 -0.322 -0.262 0.000 0.000 0.000 0.000 -0.219 -0.219 0.141 0.000 -0.246 -0.207 0.305 -0.205 0.189 0.394 -0.233 0.000 0.000 0.000 0.000 0.000 -0.207 -0.207 0.133 0.133 -0.233 -0.157 0.000 0.299 0.000 -0.229 0.000 0.232 -0.175 -0.261 -0.261 0.000 0.000 0.000 0.000 -0.322 -0.262 0.000 0.000 0.000 0.000 -0.219 -0.219 0.141 0.000 -0.246 -0.207 0.305 -0.205 0.189 0.394 -0.233 0.000 0.000 0.000 9.1844571 10.1311949 7.4528450 4.4822287 7.5860238 8.2829198 7.4409215 8.1464175 10.1204892 6.5833145 7.9052426 7.7203250 9.9400728 10.2749663 13.9265755 11.1594366 6.2618617 11.2523329 9.1232896 7.5941215 8.2873878 6.2075122 9.8047383 NA 8.5490122 11.1427421 11.1073481 7.9626606 11.6368082 10.8667686 8.2145328 4.2004573 7.1500844 8.2829198 4.6421932 1.1129670 11.2955960 9.8448794 7.8921670 2.9203505 6.7901269 8.8088030 9.7490151 9.8828325 10.7001472 10.4709132 1.1129670 11.6270512 7.5448408 9.2635882 11.2345282 9.8318130 8.6688619 6.8544620 12.1511135 7.5260023 0.1130337 7.3126670 9.9797584 11.848974 10.991812 10.964468 2.434935 9.983873 9.377437 8.404549 9.765732 10.607517 13.898215 6.727704 10.459878 8.419816 10.331760 10.847704 8.530847 9.171888 11.699835 12.565313 9.522386 10.853057 11.062335 8.719091 9.069129 9.022888 3.615499 9.232801 12.304054 12.097176 9.141822 5.594122 12.025759 10.509956 3.775957 7.806482 16.440325 8.714147 14.348485 10.381342 10.154654 5.482229 14.758803 1.697952 12.573208 12.164883 9.180877 10.324883 9.862004 11.976019 12.452752 9.469814 10.373130 12.208361 10.218030 10.405700 1.335369 12.729926 6.235392 5.037887 12.206962 14.706188 10.254250 8.463197 11.914299 9.765732 12.170986 4.282922 12.754670 10.284171 9.245709 10.464832 8.345016 11.534884 9.232801 10.742655 3.657320 9.791888 10.138596 12.996847 11.090752 4.831811 10.197360 10.906327 7.218030 11.092420 7.090274 11.231503 8.267813 7.003118 10.755194 7.179084 10.059901 10.640146 10.777738 10.574133 9.391437 10.896266 TCGA-LN-A49X 44 0 NA 384 esophagus stage iia t3 n0 m0 male 2011 yes 60 esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 2 6 3 3 3 3 5 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 6 0 0 0 0 0 0 0 0 0 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 3.155656e-06 1.005649e-06 23.5772357723577 5.69105691056911 40.650406504065 17.0731707317073 13.0081300813008 3.5498293 12.1060499 10.1475115 NA 12.8231024 7.0717927 10.8856682 9.6126870 4.8861160 12.0237399 10.2620144 5.9144043 8.4531105 -1.7720125 NA 9.2664038 NA 12.3696511 NA 3.9827928 0.5498170 11.4882347 11.2264937 -0.7720125 9.2892745 6.4028296 9.0352582 7.0993468 5.4663074 2.0352720 14.5934226 10.1795522 14.3859393 9.9856682 8.2321235 8.3865131 14.5821181 9.0536571 10.1660125 11.8538746 10.7539134 13.3427436 10.3073880 12.6977358 4.6541663 -0.7720125 4.9421485 10.7517102 12.4505540 5.4946908 8.8407716 11.9900257 4.9693716 12.7382347 8.5626347 5.7036378 9.2229637 9.6378245 9.7656070 7.5133052 13.6931826 NA 10.6617494 10.7740742 6.2831865 9.2279033 11.8873417 4.7036378 9.6121473 13.6929275 12.8406565 10.8370820 11.1668028 -0.7720125 4.6541663 11.5203687 11.7547692 NA 5.6457564 NA 10.5942254 7.7882361 8.4946896 8.6531191 10.6554937 1.4280e-01 -9.1402e-03 -8.3051e-03 2.5353e+00 -4.6421e-06 1.4465e-02 4.9977e-01 2.4871e-01 1.4072e-01 -1.2294e-01 3.9661e-01 2.9273e+00 5.3906e-01 5.4788e-01 5.7701e-01 -2.9320e-01 1.3365e-01 -1.5963e-01 6.0773e-01 1.4325e-02 1.4325e-02 -9.9611e-03 -1.0099e-02 -3.1906e-03 6.5079e-02 1.6730e-01 1.6730e-01 -1.8083e-02 3.0697e-01 1.4280e-01 1.5397e-01 -3.7398e-02 -4.6421e-06 -4.6421e-06 -2.9047e-01 -2.9047e-01 -2.9047e-01 1.4465e-02 1.4465e-02 -1.3872e-01 9.4919e-03 9.4919e-03 -7.1477e-02 1.5681e-01 -1.1430e-01 -1.5739e-01 -1.2421e-01 -1.5414e-01 5.1821e-01 5.7522e-01 -2.9320e-01 -2.9320e-01 -4.2502e-03 -4.2502e-03 -4.2502e-03 -2.6369e-03 -1.4927e-01 -8.1671e-03 1.4325e-02 -9.9611e-03 -9.9611e-03 -9.9611e-03 2.9198e-01 -3.1906e-03 -4.1300e-02 -1.4095e-02 6.5079e-02 6.5079e-02 1.6730e-01 1.6730e-01 1.6730e-01 1.6730e-01 -1.8083e-02 5.5478e-01 4.0196e-03 -2.9201e-01 -1.5093e-01 3.3480e-01 -3.2293e-01 3.0697e-01 3.0697e-01 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.292 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.143 0.143 0.555 0.555 0.000 -0.172 0.000 0.000 -0.290 0.000 -0.139 0.000 0.000 0.000 0.157 0.043 0.278 -0.118 0.548 0.548 -0.160 0.134 0.000 0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.292 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.143 0.143 0.555 0.555 0.000 -0.172 0.000 0.000 -0.290 0.000 -0.139 0.000 0.000 0.000 0.157 0.043 0.278 -0.118 0.548 0.548 -0.160 0.134 0.000 0.307 8.8407716 9.5242459 7.0059804 3.7197530 6.8091044 8.2080426 5.4758307 4.9693716 9.5104125 5.6541691 6.3206598 6.3311911 10.2774114 8.5721992 9.7031300 12.4917592 6.7069960 11.8533838 10.2712723 7.5543325 8.2357572 5.8203602 10.1497442 NA 8.2051833 11.0196766 13.6880711 8.5876526 11.8937898 11.1593794 8.9702126 3.9558242 10.9892467 8.2080426 3.5298584 -0.1872143 10.5276836 9.6002242 8.3166915 2.8128678 7.4805689 7.7416308 10.1396697 10.6934696 11.2264937 10.8522417 -1.7720125 12.0249567 8.1437827 8.8834339 8.4506982 10.3030480 3.5498293 8.6137655 12.5597299 6.8532472 -1.7720125 5.4663074 10.1329140 12.2935718 10.0500757 10.8856682 NA 9.4615228 7.8109861 8.8563486 9.6811739 11.2085783 13.0724378 6.9524174 15.9784074 8.6975452 10.5829789 10.3047188 9.2592598 9.9003286 11.9580549 13.7581111 6.7277490 11.2264937 10.7460646 8.0592103 5.4470733 7.6029423 3.5498293 9.0592103 10.3259352 12.7739536 8.9222612 3.2722920 13.1159329 10.3073880 3.2722920 6.9038602 15.6788192 9.4663080 13.3958701 11.3624899 9.2811504 4.5316809 12.1377025 0.8128678 13.2691915 11.6744696 10.1527157 9.8212944 9.8893697 9.8517846 12.7413224 7.3597601 9.6473368 12.5196358 9.7896685 10.5293994 -1.7720125 12.6081613 2.0352720 4.8426118 12.8231024 14.1007695 10.0096727 7.8034428 11.1092084 9.6811739 11.3921816 10.2620144 14.3517013 10.5680314 10.1929659 10.3216509 9.7930053 12.1673906 9.0592103 8.8834339 -0.7720125 9.7901456 9.9596464 11.9312661 11.9576301 5.1821003 11.2441892 10.2307182 7.4923459 10.7740742 6.2831865 11.8873417 4.8426118 3.4758372 11.1668028 7.1074860 9.9756766 11.8738993 10.6924490 11.3427842 10.4885288 10.9695809 TCGA-LN-A49Y 77 0 NA 379 esophagus stage iia t3 n0 m0 male 2011 no 20 esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 3 4 1 5 2 3 4 4 2 3 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 4 0 0 4 0 0 0 0 4 0 0 0 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 7.386317e-06 2.427428e-06 8.01393728222996 15.3310104529617 49.4773519163763 5.22648083623693 21.9512195121951 NA 8.4961144 10.2129957 NA 11.9895917 7.1758469 10.5381561 8.5987493 6.3948674 10.0928480 2.4715257 2.4715257 7.2423577 NA 0.7345687 9.0330992 7.4210634 11.4818554 NA 1.7345687 NA 10.8582534 11.2724286 1.4715517 10.2449976 4.0075812 9.6080073 8.0349612 6.6334167 NA 15.2535645 9.1340191 12.2149477 9.7099047 6.7420574 8.0448121 12.0257338 9.3963413 8.8977934 12.4967666 10.5435273 12.4919531 10.6293808 10.0421435 6.1268800 0.1496496 6.2048821 10.3468173 12.4704251 3.9569581 9.6741423 10.9860455 4.6090339 12.3483526 8.2725062 9.3006170 9.4749061 9.8595460 8.9793234 5.8078108 13.1815602 5.4163871 6.9633816 10.4233962 4.9309596 9.2062383 12.2893118 4.4715257 9.6955304 12.3259296 11.0740420 6.6172059 9.9689814 -0.8504805 4.5758629 9.5579304 11.5405756 7.8145100 2.3195312 3.4715257 10.5595218 6.0921144 8.9649839 11.1386402 11.0211979 -0.0140900 0.0442630 -0.8783800 -0.9540000 -0.9083700 2.6988000 0.0557730 0.9149700 0.0310810 0.0165390 3.6569000 3.6569000 -0.9384200 3.6569000 0.1424800 -0.9255600 -0.9255600 -0.9376300 3.6569000 0.0264870 -0.0197520 -0.9219100 0.0090048 0.0168180 -0.0631920 0.7780700 0.0281730 -0.1054200 -0.1887600 -0.0140900 0.0442630 -0.8783800 -0.9083700 0.0207360 -0.9373700 -0.9213800 -0.9213800 -0.9213800 3.6569000 -0.9306900 -0.9229300 0.0295800 -0.8545800 0.9929800 0.0310810 0.0024705 -0.9418000 -0.9530600 -0.9384200 -0.9352700 -0.9233300 -1.2929000 0.0269090 0.0264870 -0.8669000 -0.8669000 -0.0960990 3.6569000 -0.0536680 0.0208760 0.0208760 -0.8997100 0.0090048 0.0168180 0.0000000 0.0000000 -0.0631920 -0.9880200 -0.9338700 0.0794200 -0.8564800 -0.8564800 -0.1054200 -0.9343900 0.0636250 0.0204560 -0.0602360 -0.2326600 -0.2206400 -0.2206400 -0.2206400 0.000 -0.861 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 -0.934 0.000 0.000 0.000 0.005 -0.908 -0.919 -0.919 0.000 0.000 0.938 0.938 0.000 0.000 0.000 0.000 -0.938 0.142 -0.926 -0.926 -0.221 -0.221 0.000 -0.861 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 -0.934 0.000 0.000 0.000 0.005 -0.908 -0.919 -0.919 0.000 0.000 0.938 0.938 0.000 0.000 0.000 0.000 -0.938 0.142 -0.926 -0.926 -0.221 -0.221 8.3270199 8.6454556 5.1496008 0.1496496 7.9729677 9.1425390 7.2102963 6.3687683 9.3808219 7.3145071 9.9753545 7.8843104 10.6404515 9.9513089 11.7997548 10.5240968 5.7625428 10.9911650 9.2317497 7.5674534 7.6689226 4.7934590 6.0921144 NA 8.3011500 11.0755259 12.0347250 7.2156902 11.2496453 9.7070644 8.7624691 6.6172059 9.7251399 9.1425390 4.9885529 -0.8504805 10.1153848 9.4827559 8.6829303 1.4715517 6.2685411 6.7041900 10.6964951 8.6926326 10.3796211 12.4895897 NA 11.1802677 8.6906971 8.0504674 8.4210638 8.9966579 9.6090322 7.0979678 12.6675160 8.6030358 NA 6.9697791 8.3711877 12.520833 9.968981 10.538156 NA 9.405809 7.462483 8.696495 9.975354 9.624321 13.203811 6.657396 13.545402 9.026118 9.719456 10.118987 9.333236 10.586832 11.299983 14.965673 10.072185 11.272429 12.594745 9.778957 4.507154 7.304419 11.615677 11.312936 10.983677 10.488337 9.691733 7.669237 12.334476 10.629381 3.237059 7.723248 16.579952 7.471529 11.859761 10.775766 6.950501 7.268542 11.790523 NA 13.094070 11.572454 9.056491 9.829081 9.770627 9.883463 12.342664 5.359054 10.313250 13.259241 10.530603 12.144838 4.471526 12.488337 1.149585 3.3195312 11.9895917 14.1466870 10.3388075 7.4442215 11.6200053 9.9753545 10.5213772 2.4715257 11.7743961 9.4361583 7.2528887 9.8460987 9.2917076 10.4732184 11.3129358 9.0891798 0.1496496 9.9793233 11.3575301 11.5335748 10.8638461 5.1719674 9.5801996 8.8927520 7.1439535 10.4233962 4.9309596 12.2893118 2.1495846 -0.8504805 9.9689814 8.2370637 10.6049278 10.8552330 11.2515763 11.9389305 8.0950446 10.9123979 TCGA-LN-A4A1 60 0 NA 383 esophagus stage iia t3 n0 m0 male 2011 no 60 esophagus squamous cell carcinoma NA NA NA asian not hispanic or latino 3 5 4 5 3 3 6 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4.889533e-06 1.352424e-06 14.7540983606557 6.01092896174863 40.4371584699454 18.5792349726776 20.2185792349727 NA 9.7025355 10.8561457 NA 12.1536988 7.8954347 9.4168117 9.1335640 5.6194277 10.0761406 2.5713128 0.1562672 7.1487501 NA NA 10.7771820 3.0307598 12.8747385 3.3786781 3.7006062 NA 11.7220209 10.9506999 NA 9.7127901 3.5713249 8.6468006 6.3436690 4.1259073 NA 15.0591302 9.5443015 13.7932209 10.2475432 7.4842107 8.0411871 15.6393861 12.7251902 10.7038213 10.9990430 11.8185074 12.3186754 10.9156175 12.7594468 3.5713249 0.8932845 0.1562672 10.8183590 12.4951764 5.6374103 8.8887341 12.4153339 1.8932457 11.3681724 8.3277947 3.1562833 8.8334164 9.5860396 9.1851111 5.9975860 13.9470398 -1.4285659 5.4293013 10.0997757 5.7210691 9.7559738 11.2739272 2.4782211 10.4053975 14.5767049 11.1138698 9.6680367 10.0103941 -1.4285659 4.8381097 12.3559564 10.4990995 -1.0391918 5.9636383 NA 10.5818497 6.1259114 7.6614339 10.6464665 10.0422194 0.04939800 0.00000000 0.01090600 -0.00044698 0.79917000 0.77714000 -0.40612000 0.41513000 0.01195800 -0.26721000 0.41111000 1.93160000 -0.41421000 -0.01243800 1.57070000 -0.39754000 -0.36386000 0.46058000 2.09510000 0.39065000 0.68050000 0.32931000 0.38254000 -0.38616000 -0.37943000 -0.40451000 -0.40094000 -0.37481000 0.37924000 0.04939800 -0.38862000 0.76888000 -0.05374600 0.04174100 -0.00110870 -0.79503000 -0.82904000 0.75834000 0.77714000 -0.40612000 -0.40749000 -0.41070000 0.39811000 0.01195800 -0.25298000 -0.21045000 1.14880000 -0.42658000 -0.41421000 0.43631000 -0.40462000 -1.16900000 0.46724000 -0.40827000 -0.40579000 -0.38962000 -0.32843000 -0.42898000 -0.41454000 -0.02123500 -0.04549900 -0.04549900 -0.40473000 -0.37831000 0.46297000 -0.36940000 -0.37065000 0.13702000 -0.39597000 -0.40094000 -0.40094000 -0.40094000 0.04486700 0.37545000 0.24544000 0.28548000 0.25777000 -0.48575000 -0.48575000 0.37924000 0.37924000 0.398 0.013 -0.370 -0.370 0.391 0.244 0.000 0.391 -0.378 0.440 0.071 -0.371 -0.371 -0.401 -0.401 -0.375 -0.375 0.000 0.000 0.000 0.000 0.248 0.208 0.352 0.352 0.758 0.758 -0.406 -0.406 0.376 0.376 -0.255 -0.255 0.411 0.000 -0.034 0.381 -0.378 -0.378 -0.497 0.379 0.398 0.013 -0.370 -0.370 0.391 0.244 0.000 0.391 -0.378 0.440 0.071 -0.371 -0.371 -0.401 -0.401 -0.375 -0.375 0.000 0.000 0.000 0.000 0.248 0.208 0.352 0.352 0.758 0.758 -0.406 -0.406 0.376 0.376 -0.255 -0.255 0.411 0.000 -0.034 0.381 -0.378 -0.378 -0.497 0.379 6.4355069 8.9775266 8.1104802 4.9463613 6.8705299 8.1675115 7.0142649 8.6061205 9.4081609 6.0225320 7.9975865 6.2924210 9.5240629 8.3526813 9.0987985 11.8659424 8.6237129 12.3038070 9.8369367 9.1104804 6.9456217 4.4042083 9.8292986 NA 8.1970304 9.2691580 12.5447499 9.3907023 12.2450469 11.5841207 8.6980260 2.7412512 11.4821517 8.1675115 3.7295745 NA 10.6831094 9.8239870 7.3754522 1.8932457 4.0631750 5.5713219 10.4627256 7.7462476 10.5674419 11.1174926 0.1562672 13.7916999 10.7022138 9.8304764 9.9939121 9.3161555 2.1562995 9.8847716 13.8130069 6.7914586 NA 3.9975905 9.5909122 11.9511061 10.7315082 9.4168117 1.1562672 10.0022968 7.0225332 7.2613192 10.1897071 10.4191619 12.9987051 7.8144953 12.4551104 7.3754522 9.4447656 9.9902284 9.7983357 9.0521118 11.1480421 13.2505521 10.4853329 10.9506999 11.2167549 8.9881191 5.7210691 6.8705299 5.6157164 9.6726407 10.1956601 11.5156676 8.3361932 4.3262065 12.1919996 10.9156175 2.1562995 6.2924210 16.2515474 8.1581613 13.6760022 10.4207267 11.4957630 1.7412297 12.0736562 NA 12.0404254 11.4399513 9.1786519 8.6441241 9.3379664 9.9679264 12.0011206 4.2437452 10.4736967 12.6657169 9.9817729 10.0953735 -0.4287601 12.7892036 1.7412297 1.1562672 12.1536988 14.1057105 10.8966270 6.2006789 10.8696706 10.1897071 10.7223381 2.5713128 13.4730842 9.7166170 11.1323708 10.5961150 8.2295331 11.7194804 9.6726407 8.8520925 0.8932845 9.9954879 10.0611696 12.1328482 11.1602704 4.4539653 10.1758749 9.9206028 6.1933736 10.0997757 5.7210691 11.2739272 6.0711684 3.9975905 10.0103941 7.9679265 10.7308776 11.4963196 10.4101316 10.3047606 8.3026408 11.4693560 TCGA-LN-A4A2 57 0 NA 380 esophagus stage iia t3 n0 m0 male 2011 yes 60 esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 3 4 2 4 3 3 6 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 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 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 2 7 0 0 0 0 0 0 0 0 0 5 0 0 0 4.924211e-06 1.629844e-06 18.75 1.04166666666667 48.9583333333333 15.1041666666667 16.1458333333333 NA 11.1102629 10.2388670 -2.0232698 12.7379259 7.8068666 10.2785462 9.0751686 5.6453645 10.8427915 1.2984237 0.5613995 7.1514043 0.7838338 -2.0232698 8.9919005 4.5156368 13.1764763 -0.4385028 5.0425655 -2.0232698 11.0397051 12.1332726 -0.4385028 8.9451453 5.0850039 8.5994454 8.4621570 3.6489026 NA 14.3687288 10.9390130 11.7777513 10.0959514 7.0559635 8.9350383 14.2985475 9.9591156 10.3558568 11.5557084 11.4260141 13.0826324 10.5146674 12.7753047 5.4602937 1.4358952 3.5310695 10.9018475 12.3528664 5.6418148 8.3362280 12.9819715 1.8833862 13.9655181 9.6827629 3.5000372 9.3252067 10.4235617 9.9619647 5.7043989 12.7443009 NA 9.7594768 10.5158797 9.0539620 8.9211905 11.8701592 3.0639343 9.1211367 14.6144476 10.9537584 9.7741400 11.0045244 -1.0235630 5.4842735 10.7219428 11.0309132 -0.6230429 4.6203342 -2.0232698 10.6466922 6.3515188 8.3460758 11.0417263 11.0056915 -0.0911550 0.3724100 0.2991500 1.4259000 0.3680500 1.2136000 0.0189430 -0.0357210 0.3941300 -0.4050600 0.3941300 0.4123600 -0.4335500 -0.0475310 1.1815000 -0.4163000 0.4270400 -0.4148700 3.6569000 0.0228300 0.0218840 -0.4158600 0.0989970 0.0481520 0.3322100 -0.0337870 -0.0337870 -0.1565600 0.5766600 -0.0911550 -0.0117490 0.2991500 -0.0661180 0.3680500 -0.4285500 -0.4285500 -0.4285500 0.3526700 1.2136000 -0.4464200 0.0340800 0.0158660 -0.4062800 -0.4347400 1.0919000 -0.4391800 0.4459600 0.3723200 -0.4570400 -0.4335500 -0.3979700 -1.2595000 -0.0469890 -0.0206870 -0.4113500 -0.4370200 -0.4397300 -0.4285500 -0.0099612 -0.4158600 -0.4158600 -0.4158600 0.0989970 0.0416000 0.2692300 -0.0440090 -0.0826680 0.3322100 -0.0337870 -0.0337870 -0.0337870 -0.0314960 -0.1565600 -0.0183260 0.0000000 0.0000000 0.6821700 -0.2432600 -0.2432600 -0.2432600 -0.2432600 0.000 -0.364 -0.440 -0.440 0.000 0.000 -0.416 0.000 0.000 0.000 0.000 0.332 0.332 0.000 0.000 -0.157 -0.157 0.000 0.299 0.344 0.344 0.000 0.271 0.501 0.501 -0.067 0.361 -0.411 0.000 0.000 -0.371 -0.413 -0.413 0.394 0.394 -0.386 0.000 -0.219 0.179 0.333 0.577 0.000 -0.364 -0.440 -0.440 0.000 0.000 -0.416 0.000 0.000 0.000 0.000 0.332 0.332 0.000 0.000 -0.157 -0.157 0.000 0.299 0.344 0.344 0.000 0.271 0.501 0.501 -0.067 0.361 -0.411 0.000 0.000 -0.371 -0.413 -0.413 0.394 0.394 -0.386 0.000 -0.219 0.179 0.333 0.577 7.31186908 9.18410297 5.26188054 -0.43850278 6.80936814 6.90425648 5.91899200 6.88637212 9.60081703 6.24794080 8.43283292 6.74796737 10.07681226 8.23032600 10.37335077 13.75172867 6.47919175 11.94685405 9.54775712 9.55343519 7.92490393 3.99884538 9.13571903 -2.02326978 7.92921994 10.85893048 12.44134328 9.66254128 12.29437012 11.49881481 8.66734966 4.71794506 11.24706585 6.90425648 3.30309393 -0.02356304 10.52481877 9.58334627 8.71034118 2.36879628 5.15638853 7.24560499 9.86712272 8.47632457 10.82646992 11.65947307 0.78383378 12.45644816 9.52096002 9.37415312 9.76152215 10.65661819 5.80302808 9.49709717 13.96842100 7.47093376 NA 7.92630548 9.42562714 12.124637 10.492178 10.278546 NA 9.405362 6.431805 9.430264 9.336777 10.556737 15.646822 6.714571 12.747246 7.866743 9.492671 10.630443 8.903516 8.916792 11.469208 13.240640 10.912012 12.133273 10.370941 7.480304 7.207700 6.895341 7.764381 9.072535 10.623712 12.466577 8.533942 4.385873 12.705196 10.514667 3.298409 5.976478 15.149206 8.404839 13.326693 10.476822 7.739691 6.364495 12.067004 1.146395 12.566186 11.597729 9.699713 9.079766 9.578467 9.712034 12.046935 4.085000 10.425885 11.894470 10.176764 10.128763 2.146395 12.885903 1.146395 -2.023270 12.737926 14.707756 10.674532 7.188366 11.390899 9.336777 10.757633 1.298424 14.364109 9.423562 9.168771 10.619480 9.274501 11.692869 9.072535 9.117308 1.435895 10.132878 9.188975 12.536632 11.588425 3.298409 10.227665 9.844529 8.717945 10.515880 9.053962 11.870159 2.298394 10.239979 11.004524 6.515637 9.896459 11.895435 10.881865 11.269806 8.860649 10.936661 TCGA-LN-A4A3 61 0 NA 388 esophagus stage iii t3 n1 m0 male 2011 yes 60 esophagus squamous cell carcinoma 35 r0 2 asian not hispanic or latino 3 5 3 3 3 3 6 4 NA NA 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.086301e-06 7.975835e-07 20.353982300885 5.30973451327434 42.4778761061947 18.5840707964602 13.2743362831858 0.9921158 10.3549074 10.6880112 -1.3298848 12.0856365 8.0271828 9.3478784 9.8893274 5.8349640 8.0473693 10.1187913 -1.3298848 8.5725339 NA 1.6701605 9.2738501 -0.3298848 12.7770162 2.6701605 1.2551381 0.9921158 12.0550774 11.7921779 1.2551381 9.6959905 5.5890234 8.6897496 8.7503633 2.9920795 1.8400805 14.5330867 9.2247477 12.9731504 9.9542888 6.6243554 7.8966194 14.4633811 9.0538632 10.4283821 11.1977434 11.3225557 12.6518153 10.8516217 12.3363828 2.3706107 3.1295963 6.2247484 11.2435693 11.6696110 4.2247503 8.7496435 11.9749679 4.1295880 11.9616174 8.4763861 2.7576207 9.2523007 10.2381149 8.7878020 6.2475877 13.5374858 0.6701152 7.7839012 11.1939658 8.6330548 9.4021481 11.9344548 6.7416207 10.2649499 14.3423908 10.2204246 8.7267965 10.7196636 0.2550777 5.5649756 10.2976927 7.8475786 0.6701152 6.1779537 NA 10.1428497 6.3425850 8.4416482 10.9968692 11.1239181 -0.0593130 0.2313200 0.2854800 0.0290440 0.0111210 0.8359500 -0.1069700 0.0498240 -0.0992090 -0.2045300 3.6569000 1.3302000 -0.1820700 0.5348500 0.6081000 -0.1094700 -0.0874470 -0.1830700 3.6569000 0.3521800 -0.0883740 -0.1110300 0.0027745 -0.0980230 0.1182000 0.3033000 0.3033000 -0.1539000 0.0885480 -0.0593130 -0.0593130 0.2854800 0.0111210 0.0000000 -0.3208900 -0.3208900 -0.3230400 0.2440400 0.8359500 -0.1069700 -0.1069700 -0.1069700 0.0498240 -0.0992090 -0.0992090 -0.2045300 -0.6473400 -0.3571500 -0.3203000 -0.0434660 -0.1144300 -0.9542800 -0.0029489 0.0645110 0.0645110 0.1266800 -0.2354500 -0.4830200 -0.0883740 -0.1283800 -0.1110300 -0.1110300 -0.0008316 -0.0980230 0.2172900 0.1971000 -0.0132590 0.1182000 0.3033000 0.3033000 0.3033000 0.3033000 -0.1330300 0.7976200 -0.1786600 -0.1786600 -0.2288300 0.0885480 0.0885480 0.0885480 0.0885480 0.000 0.000 -0.183 -0.183 0.352 0.000 -0.111 0.000 0.000 0.217 0.217 0.000 0.118 0.303 0.303 0.000 0.000 0.000 0.231 0.798 0.798 -0.179 -0.229 0.208 0.000 -0.077 0.244 -0.107 -0.107 0.000 0.000 0.000 0.000 1.701 1.701 0.000 0.000 -0.109 -0.109 0.000 0.000 0.000 0.000 -0.183 -0.183 0.352 0.000 -0.111 0.000 0.000 0.217 0.217 0.000 0.118 0.303 0.303 0.000 0.000 0.000 0.231 0.798 0.798 -0.179 -0.229 0.208 0.000 -0.077 0.244 -0.107 -0.107 0.000 0.000 0.000 0.000 1.701 1.701 0.000 0.000 -0.109 -0.109 0.000 0.000 7.5770496 9.1579989 8.3723314 3.3140149 7.7035818 8.1600070 7.3566597 7.8722827 9.5627017 5.7681896 6.3844039 7.2995158 10.3788117 9.0277109 9.4943220 11.8033010 8.9052874 11.6443941 10.1600068 9.9073687 8.4463944 5.8400830 8.0964237 -0.3298848 9.3176172 10.9929320 12.2630830 8.3104037 12.4555980 11.4605073 7.8698313 4.1295880 12.4476196 8.1600070 2.8400805 -0.3298848 10.9722265 8.9228243 8.4580612 0.2550777 5.9647798 7.4580612 9.4531570 6.9509291 10.7546351 11.1471581 3.1295963 13.6779307 9.5489762 11.0222022 10.7878019 9.7562951 6.0964242 10.4283821 13.6162884 7.5346235 -1.3298848 6.4116262 8.1193074 11.1824055 10.2271438 9.3478784 0.6701152 9.6488693 8.0901188 8.3671264 9.5022576 9.6736767 14.4355136 7.9322537 13.0855705 7.6008964 7.2885441 9.9954643 8.8771731 8.6112063 10.9183829 15.5414553 11.4641685 11.7921779 10.3022452 8.7077056 5.4116262 7.4416486 7.5710260 9.5897670 10.5022577 11.6641586 9.0614025 1.6701605 12.4796255 10.8516217 1.2551381 7.2958681 16.2330464 7.2475877 13.3151417 10.0397561 9.7852025 4.6925276 12.1562396 0.2550777 13.7680663 11.4895396 8.9121421 8.7118180 9.1524927 10.0753002 11.3727644 7.2093179 10.2621485 11.7729383 10.4903378 10.0027548 -0.3298848 12.9252612 NA 1.670161 12.085637 14.747662 10.339930 6.496707 11.515649 9.502258 11.506604 10.118791 12.767450 8.339044 9.032102 10.727822 9.282106 11.555092 9.589767 9.448236 3.129596 10.038120 10.136235 12.798878 11.406772 3.714553 10.792016 10.010565 4.398077 11.193966 8.633055 11.934455 5.370600 11.035018 10.719664 7.490337 10.240489 11.528528 10.694606 10.302245 8.861218 10.872283 TCGA-LN-A4A4 36 0 NA 383 esophagus stage iii t3 n1 m0 male 2011 yes 60 esophagus squamous cell carcinoma NA r0 2 asian not hispanic or latino 3 4 4 4 4 3 6 3 2 3 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 3.779852e-06 1.040326e-06 15.6028368794326 5.67375886524823 43.9716312056738 21.2765957446809 13.4751773049645 1.8855353 10.4616913 10.4217692 NA 12.1622279 7.6326405 10.2006640 9.6934134 6.0216596 11.3002071 3.3005631 3.3005631 8.1569851 -1.6994662 -1.6994662 9.3138821 4.9299141 12.5254941 3.0554386 4.7099523 -0.1145037 11.7987853 12.1597059 NA 9.6297952 3.7599867 8.3972746 6.7103753 3.3880242 -0.1145037 14.0210709 10.7921620 12.7591499 9.4391768 6.0009983 8.6950650 12.5438078 9.0122265 9.9069647 11.9148160 11.4945467 12.4616913 11.3144055 13.5238824 5.6581115 -0.1145037 4.0819190 10.8201956 13.2706720 6.6043397 8.6559106 13.0199627 6.1014589 12.6271996 8.9035550 4.2312942 8.8319409 10.4071223 9.7747724 6.6799375 13.9732886 NA 9.7226242 11.0005656 7.4704848 9.2246295 11.2082012 4.4704848 9.4291983 14.1931734 11.7762928 10.5558831 10.7085043 NA 5.5951814 11.7500950 9.4369097 NA 5.6668815 -1.6994662 10.2201677 7.5391076 9.1562065 12.0899912 10.7560562 -0.00318590 0.00471900 -0.00394010 -0.01009400 0.00000000 1.96600000 -0.00910800 0.58650000 -0.01243800 -0.00290910 1.70040000 1.19610000 -0.02630400 2.56050000 1.55830000 -0.01243800 0.58471000 -0.01371200 3.65690000 1.17580000 0.61063000 0.45939000 1.15030000 -0.01849000 0.48621000 0.57348000 2.88720000 0.52731000 0.24996000 -0.00318590 -0.62474000 -0.04265200 0.00000000 0.00000000 -0.64368000 -0.64678000 -0.64678000 0.01349200 1.81430000 -0.02178400 -0.00027724 -0.01727000 0.00180300 -0.01243800 0.61317000 -0.02753500 -0.01491600 -0.01491600 -0.02630400 -0.02630400 -0.02082400 -1.18530000 0.57916000 0.58059000 -0.00581400 -0.00581400 -0.03844200 -0.04373700 0.60413000 -0.12590000 -0.13755000 2.31450000 1.15030000 0.58722000 -0.02698800 -0.06424000 0.48621000 0.52450000 0.57348000 -0.01092200 -0.01422800 -0.01422800 -0.03272300 -0.02972100 -0.01629200 -0.01629200 0.56845000 0.25308000 0.25308000 0.24342000 0.24996000 0.000 0.000 0.000 0.000 1.146 0.000 -0.126 1.150 0.000 0.000 0.000 0.486 0.486 0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.568 0.632 0.632 -0.619 1.235 0.000 0.000 0.586 0.586 0.000 0.000 0.518 0.000 1.584 1.584 0.000 0.000 0.250 0.250 0.000 0.000 0.000 0.000 1.146 0.000 -0.126 1.150 0.000 0.000 0.000 0.486 0.486 0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.568 0.632 0.632 -0.619 1.235 0.000 0.000 0.586 0.586 0.000 0.000 0.518 0.000 1.584 1.584 0.000 0.000 0.250 0.250 7.395956 10.181673 7.388022 4.055447 7.225372 7.664694 7.266343 8.520938 8.825101 5.538963 8.964118 7.149182 10.279985 8.677770 9.726824 13.500308 10.149945 11.533130 9.857065 9.447128 7.910994 4.450307 8.705701 NA 8.177076 10.009643 12.510165 9.849863 12.720986 10.703039 9.089278 4.510012 10.066260 7.664694 3.844677 NA 11.198405 8.862802 9.389348 2.944409 6.542352 7.837778 9.787897 9.129489 10.502683 11.474237 2.470485 12.495085 9.396616 10.988810 9.311787 12.202463 6.120738 9.561479 12.875921 7.761548 NA 5.107914 9.365975 12.5350775 10.2312968 10.2006640 1.4704588 9.0487522 6.2194222 7.7883993 9.9773584 10.4620063 14.3061441 6.5484875 11.3664804 7.9371843 10.1674519 10.3827084 9.8172443 9.1616464 11.6060512 13.3697671 11.3919948 12.1597059 10.9732057 8.5317807 5.4503073 6.8742068 10.5661744 9.3449536 11.0581578 11.3131839 9.0242205 6.0284807 11.8545486 11.3144055 2.5484859 6.3173674 14.6799439 8.7671456 12.4509414 9.8537086 8.5437333 5.2778397 12.0743168 0.6224619 13.0903203 11.8004053 9.5520417 9.6842637 9.3558081 10.5191227 11.9979614 4.6756014 9.9773980 11.4086248 9.9189449 10.6227692 0.8854963 11.9197477 4.2312942 3.1079222 12.1622279 12.8886849 9.3138821 7.2778397 12.0275226 9.9773584 11.2312967 3.3005631 12.7286578 9.9957876 9.9835540 10.4885300 10.0466538 13.3204976 9.3449536 9.5203331 -0.1145037 10.1639714 10.2164387 12.4340228 9.8073628 5.8855231 10.1927227 9.5871172 7.3773754 11.0005656 7.4704848 11.2082012 6.6625032 NA 10.7085043 7.9280931 9.7873944 11.0500099 9.8680402 10.2821267 8.3946372 11.5677850 TCGA-LN-A4A5 49 1 681 NA esophagus stage iia t2 n0 m0 male 2011 no 60 esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 3 6 4 4 5 3 5 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 3.051624e-06 7.282284e-07 15.4545454545455 5.45454545454545 45.4545454545455 20 13.6363636363636 7.06773873 10.84993243 10.40231022 -1.60823228 12.64082151 7.60568841 10.80567448 9.88713759 5.42520415 10.94373068 3.67718122 4.32251948 8.19752584 NA NA 8.99502823 0.71369581 12.77729812 3.13162241 4.36906161 4.80117418 11.60443050 11.72045706 -0.60823228 9.13493348 5.96921037 9.08178007 3.44489230 4.32251948 3.14667151 14.28358958 10.16615743 14.10561352 8.98045008 8.71371025 8.95688431 13.24845083 4.69556517 10.98400560 10.93949606 11.73871135 12.68374421 10.16327166 12.47343202 5.63970970 -1.60823228 5.96921037 10.78436787 12.43939518 6.40858959 8.76028849 12.11268902 5.35756608 12.74802777 9.30989989 8.41414991 9.27059949 10.20836582 10.73801886 9.52749147 13.21743661 -0.02326978 8.78302572 10.62899207 7.48189467 8.93771191 10.96542934 6.20556260 10.46726134 12.14175630 13.21708879 10.09005273 10.71771720 1.71369581 4.73163401 11.77224322 12.19792896 NA 6.44706504 3.29867298 10.09957268 8.47924511 9.67891734 8.40440674 9.83575137 0.01443700 0.01443700 0.01443700 0.00000000 0.01866300 0.38303000 0.01460900 0.61387000 0.01195800 -0.28845000 0.04032600 0.00986690 -0.30604000 -0.30604000 3.65690000 -0.31611000 -0.03299600 -0.00885260 3.65690000 -0.09512000 -0.09512000 -0.29922000 0.44376000 0.10599000 -0.02452400 0.00763920 0.00763920 0.26373000 0.49182000 0.01443700 0.01443700 -0.32170000 0.00527080 0.01866300 -0.30228000 -0.31447000 -0.31447000 0.38303000 0.38303000 0.01460900 0.01460900 0.01460900 -0.28869000 0.00000000 -0.30569000 -0.31106000 0.00986690 0.00986690 -0.30604000 -0.30604000 -0.30039000 -0.60931000 -0.32156000 -0.49256000 -0.29697000 -0.32240000 -0.00885260 -0.33214000 -0.02356600 -0.32251000 -0.29922000 -0.29922000 0.33561000 -0.31447000 -0.34458000 -0.00013862 -0.02452400 -0.04455100 0.00763920 -0.31541000 -0.31541000 -0.02178400 -0.06437400 0.06308000 0.00597000 -0.00055444 0.03129500 -0.10734000 -0.14026000 -0.14026000 -0.13025000 0.000 -0.297 0.000 0.000 0.000 0.000 -0.299 0.000 -0.321 -0.345 0.000 0.000 0.000 0.000 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.314 0.069 0.000 0.000 0.000 -0.289 0.000 -0.288 0.000 0.000 -0.302 0.000 -0.292 0.000 -0.140 -0.140 0.000 -0.297 0.000 0.000 0.000 0.000 -0.299 0.000 -0.321 -0.345 0.000 0.000 0.000 0.000 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.314 0.069 0.000 0.000 0.000 -0.289 0.000 -0.288 0.000 0.000 -0.302 0.000 -0.292 0.000 -0.140 -0.140 9.7018268 11.2663793 8.4127621 3.7493305 7.1025889 8.5704470 6.5055242 8.4293289 9.3276838 8.5300540 8.5926809 7.4712671 9.4825563 10.9454114 11.5853075 11.2856525 7.2173451 11.4739312 9.1894436 8.1549948 7.5129790 6.2621475 9.9687388 -1.6082323 8.0488683 10.6394131 12.5958947 9.3121351 12.6176711 11.1712963 8.6432646 3.0356415 7.2372721 8.5704470 5.3604486 -1.6082323 11.1264918 8.8211888 7.0817806 3.4361752 8.9288648 8.4672611 9.9487671 11.5862312 10.5290936 10.3106454 -0.6082323 11.4279558 8.3575665 9.1120263 9.7542739 9.6829528 3.9767485 7.8264106 12.5425608 7.4186099 NA 6.0852696 9.5710692 12.37709045 10.31399483 10.80567448 0.97673022 10.64887533 9.41414991 8.63257359 10.37620062 10.61004262 15.25422192 7.60852836 10.69356414 7.93867688 10.06199580 11.43702987 9.28887138 8.67255299 11.44791176 12.66801707 9.61698967 11.72045706 11.80831582 8.11458983 7.07477622 7.81804718 6.40300861 8.66324534 11.04148743 13.15504639 8.36444593 4.76682305 12.04171192 10.16327166 5.63970970 7.08178060 16.14571834 9.07828266 13.42701082 9.71032500 10.12479751 5.13325115 13.17953170 -0.02326978 14.65502824 12.25209321 8.95783626 11.52138716 9.52192800 11.14478989 12.00970869 6.91141835 9.99262428 11.90790565 9.67602793 10.04999363 1.56169272 12.03563834 3.81804270 5.8436523 12.6408215 13.4912121 9.0437308 8.1247975 11.0170344 10.3762006 11.1036642 3.6771812 13.3200229 10.9947129 11.4590485 10.1429077 9.6649949 11.3783353 8.6632453 10.1133086 -1.6082323 10.1150165 10.1715015 12.0741184 10.9282722 6.0284078 9.7921280 9.2994239 8.6230032 10.6289921 7.4818947 10.9654293 6.2559690 -0.6082323 10.7177172 7.0320270 9.9606884 10.7162440 11.2398182 10.1845724 9.4023103 11.4274404 TCGA-LN-A4A6 65 0 NA 391 esophagus stage ii t2 n0 m0 male 2012 no 40 esophagus squamous cell carcinoma 20 r0 NA asian not hispanic or latino 3 5 2 4 3 3 4 3 2 3 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4.057272e-06 9.362936e-07 14.2857142857143 4.76190476190476 43.5374149659864 21.0884353741497 16.3265306122449 NA 11.2466957 11.6120151 NA 12.7319150 7.7520615 9.7786635 9.6423969 5.2672474 9.1558170 2.3527585 0.9377210 7.6226683 NA 2.4116432 9.8637802 9.1898646 12.2832119 2.2272174 2.5226835 0.9377210 11.0742887 11.1629322 2.5751429 9.1054217 5.6381636 8.5201802 5.8630910 -0.6472415 NA 13.9946635 10.5487496 12.7685625 10.2548057 6.9893866 8.5326961 15.4095129 9.2621555 9.6573038 11.4168729 10.5442328 12.7760971 11.1280982 12.6274316 3.7901673 -2.2324299 4.3825082 12.0468299 12.7453918 4.7564843 8.5442327 14.0643532 0.5751187 12.0003706 9.2373245 0.9377210 9.3935087 9.7095810 8.9881780 4.5879770 14.3915241 2.1601134 8.9778623 10.8722347 5.8392617 9.4026697 12.4008517 0.7678243 9.8399324 13.6008875 10.6855448 7.7846080 10.2461345 -2.2324299 4.6626157 8.7507934 11.2846078 4.9913178 5.5025088 -1.2320910 10.7250832 5.4549293 8.5109512 9.8325426 11.1104203 -0.0421830 0.0000000 -0.0387120 0.3369800 0.3369800 0.7714600 -0.3201300 0.9615400 0.0051999 -0.0075451 0.6541100 0.3646800 -0.0188390 0.3171400 0.8525400 -0.3836400 -0.3893500 -0.3631900 3.6569000 0.3589500 0.3697000 0.5598300 0.0413820 -0.0405540 -0.0314350 0.0143940 0.0143940 0.1442100 -0.0109960 -0.0421830 0.0000000 -0.0387120 0.3369800 0.3369800 -0.3716100 -0.3716100 -0.3716100 -0.3511700 0.7714600 -0.3799000 -0.3201300 -0.3303500 0.0067294 0.0051999 0.0051999 -0.0075451 -0.3245800 -0.4183300 -0.0311600 0.3368200 -0.3739800 -1.0525000 0.7433600 0.6583500 -0.3677700 -0.3721000 -0.4458300 -0.3789800 0.3096000 -0.3880100 -0.3818500 -1.0148000 -0.0128860 0.3258300 0.2952400 0.2879400 -0.0314350 -0.4587000 0.0143940 -0.3526500 -0.3526500 -0.4116600 -0.1409800 0.3071100 -0.3678800 -0.3678800 0.2844500 0.0153720 0.0096525 -0.0580840 -0.8611700 0.228 -0.366 -0.379 -0.379 0.359 0.359 -0.341 0.000 0.000 0.288 0.288 0.000 0.000 0.000 -0.353 -0.009 0.121 0.000 0.000 0.307 0.307 -0.368 0.284 0.337 0.337 -0.369 -0.369 -0.354 -0.354 0.955 0.000 0.000 0.000 0.654 0.365 0.317 0.317 -0.389 -0.389 0.000 0.000 0.228 -0.366 -0.379 -0.379 0.359 0.359 -0.341 0.000 0.000 0.288 0.288 0.000 0.000 0.000 -0.353 -0.009 0.121 0.000 0.000 0.307 0.307 -0.368 0.284 0.337 0.337 -0.369 -0.369 -0.354 -0.354 0.955 0.000 0.000 0.000 0.654 0.365 0.317 0.317 -0.389 -0.389 0.000 0.000 7.0109734 10.1838056 2.9772616 7.4044246 7.3602572 7.5686995 7.6836789 8.8559256 9.5176692 6.3376558 9.1531228 6.6381651 9.9241989 9.6996453 8.5168311 11.0323889 6.9670545 11.8369977 9.9345905 8.9257781 7.8144056 3.9966147 8.6527335 4.5359845 9.4076062 10.3611909 13.2225489 9.4499164 12.1103912 11.3146942 8.8278200 3.4116567 5.6626185 7.5686995 4.1485600 -1.2320910 10.5583519 9.3238267 5.6686666 0.7678243 3.4402214 5.0897269 9.8355703 7.1231509 10.2591518 11.4324692 NA 12.6475266 9.4660703 10.8068902 8.4251181 9.7350261 5.2991824 6.2065924 14.6795077 6.6213281 -1.2320910 3.7678031 9.2864529 12.16092202 10.21384920 9.77866345 0.57511867 9.35276228 6.55896248 9.21177930 9.47514164 10.08803623 14.00239268 7.93647187 12.41261367 7.86055689 9.40261070 10.16974591 9.16707763 9.15904332 11.55059323 13.51110764 8.07841236 11.16293218 10.17904595 7.98090386 5.02518830 6.81219400 10.76250678 9.51766919 11.53856687 12.45271269 8.85061411 3.08973542 12.14853137 11.12809817 -1.23209100 6.16440416 14.78540691 8.98938684 12.37761334 9.98181527 9.87697746 9.37928565 11.86837996 0.08976931 14.37553100 11.85667078 9.40985146 6.19406538 9.13726630 9.26015366 11.40136264 7.16654373 10.25413198 12.05369463 10.04013791 10.58678125 1.22724818 12.81543493 1.46821836 1.706066 12.731915 14.620963 10.574148 6.779027 11.363174 9.475142 11.472352 2.352759 13.744789 10.527064 8.519344 9.884274 9.894827 11.768856 9.517669 9.999921 -2.232430 10.176130 9.710681 12.457088 11.596630 2.411643 10.608184 8.330042 5.555703 10.872235 5.839262 12.400852 3.625785 2.767803 10.246135 7.766390 10.396473 11.558759 11.037511 11.266026 10.085212 12.017135 TCGA-LN-A4A8 52 0 NA 472 esophagus stage iia t2 n0 m0 male 2012 no 60 esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 3 4 2 2 2 3 4 4 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 3.258371e-06 1.030425e-06 10.062893081761 8.17610062893082 43.3962264150943 8.17610062893082 30.188679245283 -2.02796912 10.63231457 9.40806390 4.41481882 12.65135301 7.69901088 9.90261027 9.61663044 4.98309849 10.81147039 4.21980355 1.77921769 7.41066504 3.10116260 -1.02826333 9.25807838 4.32942502 12.84722344 2.05932066 3.46372707 NA 12.19028481 13.35081120 1.87876457 9.23865958 6.03796200 8.64783003 2.71010661 5.86061524 NA 14.57402081 9.49347341 14.32998888 9.15463358 8.18254433 8.44861894 12.75451286 5.64429759 10.34174285 10.53738683 11.16801392 12.90841884 11.43986049 12.32046276 7.60304989 NA 6.65135312 10.66427047 12.91926376 5.60849879 8.96481129 12.24559570 7.56058734 12.08007064 9.94096439 3.29379717 9.93945947 9.63320559 9.68783493 7.49347361 13.40982001 -0.02811622 9.16724501 10.51151647 6.08039758 8.53887839 12.42899726 2.14179244 10.15053772 12.99727206 11.79951335 8.34799821 11.19539952 -1.02826333 5.94341737 10.07516076 11.90205582 -2.02796912 4.12162054 -2.02796912 10.35152200 7.04868848 9.55777442 9.60122963 11.06542913 -0.01101800 -0.00722980 0.61304000 0.00921310 0.00253930 0.60148000 0.11437000 0.74429000 0.00615150 0.00615150 3.65690000 0.72305000 0.01186100 0.01186100 0.01563000 -0.71351000 -0.05282700 0.02108600 3.65690000 0.68316000 0.65835000 0.00420570 0.00240050 -0.01459900 1.00140000 0.01158200 0.01158200 -0.09508000 -0.08462000 -0.01101800 0.00295580 0.61304000 0.00921310 0.00253930 -0.71298000 -0.71298000 -0.71298000 0.69210000 0.60148000 -0.73246000 0.11437000 0.17111000 -0.71048000 -0.03935200 0.00615150 0.00615150 0.72305000 0.72305000 -0.02379800 0.01186100 -0.73282000 -1.29290000 0.03883300 0.08728900 -0.04220400 0.56869000 0.02108600 -0.72143000 0.64273000 0.00420570 0.00420570 0.00420570 0.00240050 -0.73632000 -0.03758400 -0.03758400 -0.07450300 -0.08408900 0.01158200 0.01158200 0.01158200 0.01158200 -0.09508000 0.00000000 -0.00023486 -0.00023486 -0.04084600 -0.05694000 -0.05694000 0.77970000 -0.05941200 0.000 0.000 0.000 -0.721 1.964 1.964 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.117 0.596 -0.618 0.114 -0.704 -0.704 0.000 0.000 -0.706 0.723 0.000 0.000 -0.703 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 1.964 1.964 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.117 0.596 -0.618 0.114 -0.704 -0.704 0.000 0.000 -0.706 0.723 0.000 0.000 -0.703 0.000 0.000 0.000 8.0566811 7.7048886 0.5567972 6.8877519 7.8907361 8.4137798 5.0593336 7.3338164 9.0386348 5.4148154 8.2162366 7.7936469 10.1399182 11.1323747 11.9993470 11.1613886 7.1682048 11.1345789 9.5374510 8.0513580 8.1643509 4.8047609 7.6671009 -2.0279691 8.7003121 11.2657756 11.8264491 7.9390990 12.0977093 10.8830776 8.7848524 5.1715471 6.7400573 8.4137798 6.0163760 -1.0282633 10.3351863 9.0025399 6.3981383 1.4313020 5.9376575 9.3534159 9.8495405 8.9333227 10.5436256 10.3884065 NA 12.0584239 9.2078870 11.3503033 10.1825442 9.7271778 2.1417924 7.5474120 12.7044643 8.3126130 -2.0279691 7.5549556 9.5703906 12.3276369 9.9470044 9.9026103 NA 10.4868335 11.7280122 9.2926734 10.2386565 9.7699396 15.9970003 6.8727401 10.9066695 8.0460146 11.0475192 10.4002331 9.0318933 8.2892853 11.3565218 16.5748537 11.3287375 13.3508112 10.4468463 8.9534402 5.6157282 7.5090917 11.2385131 9.3913065 11.6780451 11.7219518 8.3161688 6.6826800 14.0694319 11.4398605 4.2386570 6.1367799 15.2000369 9.3005480 12.7185447 9.9619769 6.8079229 9.3283249 12.5527792 2.0593207 12.5545895 12.1526368 8.9231575 12.2805675 8.6725466 11.4007564 11.9450321 10.3952515 10.3512513 11.8437002 9.9914636 9.6955339 2.5568463 12.5302936 0.5567972 2.237166 12.651353 13.836826 10.118123 10.786055 12.095105 10.238656 11.232204 4.219804 12.051524 9.778422 12.065786 10.487006 8.604868 11.248724 9.391307 10.248579 NA 9.974336 9.865174 12.330455 11.843489 3.699796 10.150849 9.887752 6.571786 10.511516 6.080398 12.428997 6.233969 2.293812 11.195400 7.764663 10.506419 11.738919 11.080397 11.210427 9.122255 11.197231 TCGA-LN-A4A9 58 1 351 NA esophagus stage iia t2 n0 m0 male 2012 no 60 esophagus squamous cell carcinoma 20 r0 NA asian not hispanic or latino 3 5 3 4 3 3 6 4 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 1 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 6.380668e-06 1.6992e-06 6.41025641025641 3.84615384615385 40.5982905982906 19.6581196581197 29.4871794871795 1.65594710 8.86050009 10.58666634 NA 11.70486993 7.96393414 10.50871862 9.30218765 5.48035884 10.61109453 3.97785689 2.77139967 7.84245595 NA NA 9.67327568 -0.92906118 12.20421471 2.53039541 4.95360981 0.65590132 11.56156672 10.93437850 0.07093882 9.95818714 5.74339109 10.68751540 6.77659884 6.66342290 -0.92906118 14.00774247 9.32835427 15.77667598 8.19451901 9.44600597 8.45253119 14.44301534 11.51804974 11.22546823 12.10853922 11.73696854 11.34417932 10.76619478 13.06735174 4.11535791 0.07093882 3.97785689 10.53959059 12.72761149 7.22071399 8.05396008 12.21184262 5.56281939 13.65363777 9.29291608 6.22071302 9.35867889 10.19250008 10.40412185 7.15842893 13.62908824 2.65592421 7.52217740 11.57851342 6.18990756 8.83085457 9.81832030 3.24089434 10.23209841 11.81390746 12.87942800 9.55175670 10.77621011 NA 4.02516171 12.12217546 9.86456983 9.14771525 6.72201785 1.39292185 9.89194315 6.86538191 9.04538099 10.60526940 9.70590466 3.6569000 0.1486000 0.1265900 -0.0176660 -0.0179410 1.2784000 0.6032200 -0.7803200 2.1385000 -0.0279450 -0.0320410 0.5675600 -0.0237030 0.6701100 1.2925000 -0.0254830 0.6680800 -0.0134020 -0.0134020 -0.0150540 0.6226000 -0.0049844 0.5969200 0.0052749 0.0136320 0.0146090 -0.0180420 0.0303100 -0.2361800 0.0141340 -0.6947700 0.1265900 -0.0176660 -0.0305400 -0.0355850 -0.0210980 -0.0581840 0.5491200 1.2784000 -0.0686630 0.5992600 0.5958600 -0.0271240 -0.0113350 -0.0453640 -0.0362650 0.5978200 0.6044900 -0.0237030 -0.7131900 -0.0289010 -1.2929000 -0.7207500 -0.6975800 -0.0200010 -0.0200010 -0.0134020 -0.0304040 0.6226000 -0.6553800 -0.9116800 -0.0049844 0.6608700 -0.0146410 0.7158400 0.4248600 0.0136320 0.8312500 -0.0180420 -0.0320410 0.0653700 0.0653700 0.0410340 0.5493000 -0.0320210 0.0175440 0.5346700 0.9723400 -1.2929000 1.0136000 -0.1886100 -0.683 -0.683 0.000 0.000 0.000 0.591 0.000 0.661 0.000 0.428 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.492 0.000 0.000 0.149 0.000 0.000 0.000 1.278 0.000 0.599 0.000 0.000 0.000 0.000 0.000 0.598 0.000 1.293 0.000 0.629 0.972 0.784 -0.683 -0.683 0.000 0.000 0.000 0.591 0.000 0.661 0.000 0.428 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.492 0.000 0.000 0.149 0.000 0.000 0.000 1.278 0.000 0.599 0.000 0.000 0.000 0.000 0.000 0.598 0.000 1.293 0.000 0.629 0.972 0.784 7.3609858 8.6948482 5.4285176 4.9038578 9.1637236 8.8374955 5.5303985 8.6596813 9.0877747 8.7783256 7.0709667 8.3609853 8.5324459 7.3141409 6.4460064 12.1699855 9.5776509 12.0591186 9.6351161 9.0695569 8.7402061 6.7988865 9.3655873 NA 8.1451078 9.3849831 12.2573903 8.6217134 12.5916662 11.6495751 8.0309683 3.3928944 9.8141179 8.8374955 5.7792912 -0.9290612 11.1330126 9.8216735 6.7574674 3.3188952 5.3928944 7.3747474 10.0905572 8.8991031 10.7907831 10.9872192 NA 12.4225960 9.1397447 11.1122834 10.6003971 9.0807951 5.2207130 8.8943337 11.3982384 7.4359769 NA 5.3377539 9.9273921 11.99503672 10.28041991 10.50871862 0.07093882 8.95666278 8.41969478 7.28042003 9.37246266 10.54771269 11.07553811 7.38837899 12.48618013 7.89751514 9.83417885 10.50455197 8.85068599 8.25087538 11.09368112 12.41151070 10.67690893 10.93437850 10.14175834 7.76793415 8.46971019 8.27798103 3.24089434 10.40579840 9.97484834 12.16421900 8.56682162 4.11535791 12.75604378 10.76619478 2.77139967 6.76445365 17.16474188 8.44383164 14.03318475 10.20475098 10.04035302 4.28042188 11.75461910 3.46328241 12.93320770 10.93901738 8.65592886 9.12081510 10.00764866 9.74868613 12.33511586 4.71482248 9.69667531 12.29086558 9.48670834 9.87832149 1.07093882 12.00003994 1.65594710 3.40367675 11.70486993 11.73828656 10.65216711 7.59060277 12.94354523 9.37246266 10.86456983 3.97785689 13.62195374 9.36328805 11.34767252 10.52365046 8.36788254 11.90167979 10.40579840 10.83500876 0.07093882 10.25646146 9.43947292 12.15958914 10.39345803 2.65592421 9.43291036 11.30907265 7.49723152 11.57851342 6.18990756 9.81832030 7.99577902 3.39289439 10.77621011 6.91017020 10.23209841 10.68291350 10.36040905 10.43016702 8.09610633 10.28892420 TCGA-LN-A4MQ 46 0 NA 375 esophagus stage iii t3 n1 m0 male 2010 no 60 esophagus squamous cell carcinoma NA r0 2 asian not hispanic or latino 3 4 3 5 4 3 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 6 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 6 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 7 0 6 0 0 0 0 0 2 0 0 0 2.323395e-06 6.935508e-07 24.7191011235955 1.12359550561798 40.4494382022472 14.6067415730337 19.1011235955056 3.3695921 9.8131301 10.2552909 -0.4377209 12.7116692 8.4764603 10.4781153 9.1254359 5.8151886 9.9732209 9.6093635 3.5164312 8.4171082 NA NA 7.9285616 3.8476462 12.9245410 0.8841681 4.3695921 -1.4379164 12.2699223 11.6105562 2.6497074 8.9120738 2.2626737 8.4855669 9.9315207 5.6497017 4.9885029 15.0419094 10.7480442 11.5113258 9.8647814 4.9545593 8.5251355 13.1423804 9.3229595 11.6871687 12.3180567 12.0597173 12.9375506 11.5153447 11.1028520 2.8841681 7.0975149 2.8101757 10.9137310 12.5627714 3.8101654 9.6093635 12.8863414 4.7910587 12.6115777 8.4794925 4.3435997 9.4069454 10.5516341 9.9540202 6.9926925 13.4647560 -1.4379164 12.2004492 10.0595926 10.0211588 8.4469443 9.5530527 6.3824183 9.9968679 14.5793742 9.9911231 9.6811806 10.5032909 0.8841681 4.1168305 9.6740273 11.5318060 NA 3.7716955 0.1471764 10.9572381 5.9459447 9.5258582 10.1870350 11.5359316 0.036653 0.705130 0.684770 2.744000 -0.179670 1.912500 -0.517940 0.824510 0.513550 -0.282510 0.113450 0.113450 -1.067000 0.944660 0.412790 1.643700 0.212070 0.111650 0.174680 0.000000 0.315620 0.113160 0.015447 -0.248000 0.040468 0.161300 1.115800 -0.047395 -0.038714 0.036653 -0.014090 0.684770 -0.179670 -0.179670 -0.586230 -0.592830 -0.573180 1.182400 1.912500 0.224530 -0.517940 -0.566740 -0.586770 0.459560 -0.282510 -0.312250 0.113450 -0.624930 -0.955360 -0.559570 -0.582150 -0.582150 -0.981600 0.012934 -0.376850 -0.376850 -0.506390 -0.627320 0.315620 0.008331 0.113160 0.113160 -0.038143 -0.248000 -0.342300 -0.291200 0.040468 -0.703520 0.795130 -0.592050 -0.592050 -0.592050 -0.145880 0.018300 -0.183450 -0.277980 0.287390 -0.038714 -0.038714 -0.038714 -0.038714 -0.377 -0.377 0.112 0.112 0.000 0.316 0.105 0.000 -0.248 -0.342 -0.342 0.000 0.000 0.795 -0.592 0.000 0.000 0.000 0.000 0.000 0.000 -0.278 0.287 0.148 -0.012 -0.586 1.947 -0.293 -0.518 0.222 -0.587 0.514 0.231 0.103 0.103 -0.560 -0.175 -0.582 0.149 0.000 0.000 -0.377 -0.377 0.112 0.112 0.000 0.316 0.105 0.000 -0.248 -0.342 -0.342 0.000 0.000 0.795 -0.592 0.000 0.000 0.000 0.000 0.000 0.000 -0.278 0.287 0.148 -0.012 -0.586 1.947 -0.293 -0.518 0.222 -0.587 0.514 0.231 0.103 0.103 -0.560 -0.175 -0.582 0.149 0.000 0.000 8.395130 9.379223 4.176953 7.545233 6.046054 8.167719 6.545233 6.317127 9.635042 6.124481 8.388788 7.814905 10.406553 8.915386 11.224685 11.661094 8.080067 10.710716 9.484824 10.503287 9.254132 4.516438 7.752064 NA 9.381940 9.844170 11.329390 10.102368 12.275734 11.199317 8.406161 5.701790 11.518616 8.167719 4.259627 2.262674 11.125436 8.085802 7.450983 1.369606 6.820382 7.759456 10.022183 9.068051 11.125674 10.893716 3.847646 11.572768 8.824334 9.897630 9.247864 10.265278 5.584608 7.592907 14.173005 7.272977 NA 6.875123 8.039998 12.0124199 11.0702819 10.4781153 0.8841681 10.0675550 6.1091349 8.7221111 9.0877604 10.3187960 10.4907579 7.7814082 10.9285618 7.2901599 6.2060962 10.2297947 9.5839137 7.8796525 11.7062605 11.9650705 12.5115192 11.6105562 10.4065530 8.9695074 3.4202264 6.3631395 11.1785587 8.7119866 11.1525927 11.4083176 9.2024846 0.5622791 11.9720283 11.5153447 6.1988634 6.6863605 17.0984611 8.6025293 13.0119041 9.9334717 11.2721850 7.5395194 12.5190695 0.1471764 12.6863108 11.5739910 8.8683012 11.9657843 8.7711444 10.5734668 12.4582881 10.2678720 10.3998675 11.5463180 10.1943261 10.1330441 2.6497074 12.7111134 3.9885029 3.266562 12.711669 14.990368 9.364756 8.095570 11.685876 9.087760 11.277129 9.609363 13.171072 9.577655 7.033915 10.092646 8.677283 12.180051 8.711987 10.569968 7.097515 10.449079 10.166329 12.313574 11.248521 5.262681 10.150486 9.763138 7.498878 10.059593 10.021159 9.553053 3.691523 3.021675 10.503291 7.460085 9.964719 10.777773 11.690717 11.863593 8.938365 9.857435 TCGA-LN-A4MR 57 0 NA 402 esophagus stage iia t2 n0 m0 male 2012 no 60 esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 3 5 4 5 3 3 6 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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 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 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 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 5.097599e-06 1.352424e-06 15.4255319148936 3.19148936170213 45.7446808510638 13.2978723404255 22.3404255319149 NA 9.2657883 10.8449718 -0.5081982 12.2689775 7.3108545 10.2546139 8.6146528 5.9051992 11.2807471 3.8841388 2.5792767 8.0635774 NA -1.5079930 9.1877492 2.5792767 12.3635675 4.2467121 3.9180904 NA 11.4024677 11.2374992 0.8137709 9.5002535 5.3120044 9.4783781 12.5161188 6.5525216 -1.5079930 13.9716999 9.5938006 14.5704722 9.1746351 8.2450416 7.6288414 13.3052554 14.2730309 10.4299342 12.2751168 10.8247006 12.0635776 10.9705946 11.5425239 4.3498040 6.6816488 3.6211024 10.8350107 11.7658681 7.7910326 8.7073578 12.2277236 6.3310280 11.6244853 8.2559005 4.2991787 9.9295770 10.0420907 10.2009088 7.6390295 14.0728784 0.0768327 8.6453771 11.3503888 8.6133585 9.0163665 11.4050884 3.2991860 9.9342501 10.4394619 12.6338522 7.5058457 9.9298266 NA 7.0114610 10.9726151 10.0659453 -0.9822206 6.8047080 -0.5081982 10.8372302 7.3498058 8.5698955 11.3614188 11.3657457 -0.0083005 0.3936300 1.1826000 0.0133530 0.0434400 0.8376600 -0.0613480 1.9079000 0.0171240 -0.3672500 1.5344000 -0.3801100 -0.3949700 -0.3854900 1.1837000 -0.3686100 -0.0595380 0.3841900 3.6569000 1.2107000 0.0068044 -0.3544200 0.1806800 0.3501000 0.0209460 0.4199900 -0.4153100 0.0491140 0.3109700 -0.0083005 0.3936300 1.1582000 0.0133530 0.0103750 -0.4002700 -0.3867200 -0.3867200 0.0225850 0.8376600 -0.3415900 -0.0622260 0.3386100 0.0164250 0.0202030 -0.3672500 -0.3672500 -0.3801100 -0.4371300 -0.4321400 -0.3723400 -0.3664600 -1.0879000 -0.4253800 -0.3964200 -0.3964200 -0.3964200 -0.4189300 -0.3854900 0.0068044 0.3746300 -0.3544200 -0.3544200 0.1806800 0.3501000 0.3192400 -0.4177300 0.0478360 -0.0103640 0.4199900 -0.4153100 -0.4153100 -0.4153100 0.0491140 -0.0305300 -0.3927400 -0.3927400 -0.0384420 -0.4357200 -0.4357200 0.2905600 0.3109700 -0.396 -0.396 0.384 0.384 1.132 0.000 -0.354 0.181 0.350 0.319 0.000 0.000 0.000 0.420 -0.415 0.000 0.000 1.183 1.183 0.000 0.000 -0.393 0.326 0.000 0.000 -0.367 0.000 -0.279 0.000 1.224 1.224 0.000 -0.367 1.534 1.183 -0.385 -0.385 -0.366 0.000 -0.436 -0.125 -0.396 -0.396 0.384 0.384 1.132 0.000 -0.354 0.181 0.350 0.319 0.000 0.000 0.000 0.420 -0.415 0.000 0.000 1.183 1.183 0.000 0.000 -0.393 0.326 0.000 0.000 -0.367 0.000 -0.279 0.000 1.224 1.224 0.000 -0.367 1.534 1.183 -0.385 -0.385 -0.366 0.000 -0.436 -0.125 9.0607311 9.8959021 10.9358045 6.3866420 8.2633143 8.8227419 5.8668635 7.5197306 9.3934460 6.8625121 7.6236818 6.9180892 9.2120693 8.9222775 8.0232066 12.0857995 9.3991288 11.2339238 9.5348522 8.6403013 8.3169743 6.1500356 9.1491432 0.0768327 8.5261698 10.5941287 13.2664576 8.7338082 13.0944269 10.7789601 8.3941999 5.0464125 13.9493661 8.8227419 3.5707786 1.4918018 10.4640867 10.7723057 7.9285367 3.0153905 5.5579155 6.4460213 10.2248403 8.6878124 12.1841135 10.6623760 4.8668635 11.3159882 7.8114967 11.4767773 10.3782836 9.3668063 3.2991860 10.9884291 12.0786647 8.1443115 NA 7.8338995 8.6236818 11.8684930 10.1629236 10.2546139 1.2991860 9.7847217 8.9306167 8.6704898 9.3644998 10.3052053 14.9507822 7.5686402 11.1662379 7.6963959 10.1549382 10.1166204 8.8570538 9.4054623 11.0982301 12.2613384 10.8477265 11.2374992 10.0178351 8.5819372 7.4314040 8.4151523 7.7515682 9.1239114 10.6957846 12.2599058 9.8231449 0.8137709 12.5281703 10.9705946 1.2991860 7.6441101 19.1093548 8.8294469 13.5406949 10.1419791 9.5652971 5.7397536 12.9950917 3.2991860 13.4347742 10.8255394 8.4619308 9.3231322 9.3649998 10.4170085 12.0004863 5.1211812 10.2197454 13.3705804 10.2768686 10.0232064 -0.5081982 12.5484626 2.3987061 2.587749 12.268977 13.749022 10.130713 6.749212 12.743011 9.364500 10.912575 3.884139 13.757110 9.339665 10.141530 10.295149 9.176574 11.003083 9.123911 9.251713 6.681649 10.468747 11.065709 11.775347 11.667842 3.621102 10.102388 11.493057 8.073025 11.350389 8.613359 11.405088 3.849379 7.305606 9.929827 7.742123 10.096378 11.238549 11.409570 9.885215 9.134779 10.200047 TCGA-LN-A5U5 57 1 136 NA esophagus stage iv t3 n1 m1 male 2012 no 70 esophagus squamous cell carcinoma NA r2 5 asian not hispanic or latino 3 4 5 5 4 3 6 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 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 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 7 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1.733877e-06 6.935508e-07 21.1267605633803 7.04225352112676 47.887323943662 12.6760563380282 11.2676056338028 -0.61794149 10.24397617 9.60430507 2.90567822 11.48392539 7.21117090 9.80260037 9.59400206 5.02596784 7.96331459 4.18946878 -0.61794149 7.80417879 -0.03297899 -0.61794149 9.38140927 0.70407516 12.41689045 2.00504062 3.80837475 NA 12.03002192 11.04855976 5.51139530 8.75389063 5.45892987 7.80207428 5.71821913 3.55203271 2.28900815 14.63039353 9.65649190 15.85963512 10.42577346 7.36510722 8.00599556 13.23366770 5.78299297 8.35939378 11.69667161 10.26933442 12.60490874 11.22367818 12.31939569 0.96709481 5.08255358 5.04032699 10.17693582 11.48281562 2.55203271 8.98295594 11.83314847 6.00416652 11.71162989 9.24018026 4.40448082 9.28071533 10.08081846 8.23698236 6.97082835 13.22662346 -1.61794149 8.23073668 10.67270873 1.84153038 8.58668482 11.46426290 4.13700341 9.63891227 12.75225632 11.07058273 7.90175026 10.03628889 0.70407516 2.84155051 10.13156428 8.22131741 NA 4.33631196 0.38205851 9.34428681 5.36328324 8.24629977 9.52166521 10.22802331 -0.04712400 0.38783000 0.36901000 -0.01409000 0.05637000 2.08430000 -0.67288000 1.21430000 -0.00954260 0.57380000 0.00541390 0.00763920 -0.01037000 -0.75374000 0.00000000 -0.01142100 0.83196000 2.13740000 -0.05121500 0.69372000 0.57952000 0.01936300 -0.00595220 -0.01409000 -0.04888300 0.73130000 0.00597000 -0.11103000 -0.00926660 -0.04712400 0.12317000 0.36901000 -1.29290000 0.05637000 -0.72870000 -0.72281000 -0.72281000 -0.63301000 2.08430000 0.24420000 -0.67288000 -0.67288000 -0.66892000 -0.00263220 0.57380000 0.55390000 0.00763920 0.65645000 -0.07521100 -0.72668000 0.00208050 -1.29290000 -0.74032000 -1.29290000 0.00889200 -0.01697900 -0.76587000 -0.01532900 0.57952000 0.01936300 0.01936300 0.01936300 0.00041593 -0.05433000 -0.74942000 -0.04102400 0.64726000 -0.04888300 0.73130000 -0.69667000 -0.69667000 -0.69667000 -0.81827000 -0.04170200 -0.67323000 -0.01931400 -0.05549900 -0.00926660 -0.00926660 -0.00926660 -0.00926660 -0.702 0.000 0.654 0.000 0.694 0.580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.725 -0.697 -0.111 -0.111 0.000 0.246 0.000 0.000 0.000 0.000 0.000 0.000 -0.659 -0.659 0.244 -0.429 1.180 0.000 0.000 0.544 0.000 0.000 0.000 0.000 0.000 0.791 0.000 0.000 -0.702 0.000 0.654 0.000 0.694 0.580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.725 -0.697 -0.111 -0.111 0.000 0.246 0.000 0.000 0.000 0.000 0.000 0.000 -0.659 -0.659 0.244 -0.429 1.180 0.000 0.000 0.544 0.000 0.000 0.000 0.000 0.000 0.791 0.000 0.000 7.9462636 10.2082651 2.3821139 5.7915041 7.7219639 8.0331653 5.7040420 6.7440575 9.0023338 4.8415455 6.6995266 6.4801455 10.7970633 10.7258547 11.6375851 11.7072787 8.6841700 10.5194252 9.8481902 9.0615940 6.7345552 3.5520327 7.8250574 1.1894767 8.8779687 11.4351912 11.7776480 9.5988596 11.6047307 10.8822088 8.8435932 4.9056734 10.8704561 8.0331653 5.3078766 NA 11.3119270 7.4535760 7.6698262 0.7040752 4.7040420 5.0686149 9.9367027 7.5940021 11.1059880 11.3491599 NA 12.1711380 8.9076346 9.3442868 10.0219068 10.5805589 5.0403270 7.3333987 14.1182515 8.1006981 NA 6.4044808 9.4058682 11.8006253 10.1886635 9.8026004 NA 8.6276667 9.2979931 8.7658182 9.4072533 9.2173747 11.4908016 7.0929199 11.5115579 7.6605636 8.0223589 10.1850340 8.6252877 9.8020740 11.1482286 11.0694655 11.4699082 11.0485598 10.7344332 9.2792029 4.8250580 8.8219449 11.1531906 9.5514126 10.8348698 11.3301159 9.1942912 0.9670948 11.4582614 11.2236782 2.4695734 8.0023335 15.3981369 8.1781534 13.2034892 10.0563061 12.0569681 7.8104740 11.0961447 0.9670948 12.3787127 11.0673006 9.5088182 10.5672990 9.5860062 9.2173747 12.0322680 10.1490567 10.4912915 12.5574576 10.9787695 12.0889336 1.7040309 13.4662578 7.3933407 2.0847786 11.4839254 14.6868569 9.9051857 7.0963589 12.4607650 9.4072533 11.4134704 4.1894688 13.1757172 8.1453264 8.6359615 10.1732767 10.9347830 9.7511658 9.5514126 9.5854619 5.0825536 10.4662579 10.0812524 13.0378681 11.0569681 4.3128539 9.4713127 9.3536574 4.8899067 10.6727087 1.8415304 11.4642629 5.2647578 0.3820585 10.0362889 7.5369318 6.8333253 10.0389855 10.4340025 10.2185588 8.0349590 9.8291971 TCGA-LN-A5U6 54 0 NA 375 esophagus stage iib t2 n1 m0 male 2012 yes 70 esophagus squamous cell carcinoma 24 r0 1 asian not hispanic or latino 3 4 4 5 3 3 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 1 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 0 0 1 6 0 0 0 2.982269e-06 6.935508e-07 18.5185185185185 6.48148148148148 43.5185185185185 11.1111111111111 20.3703703703704 -1.92248353 10.19116374 10.12352239 NA 12.07997288 7.46907358 8.47720132 9.32771992 6.01405842 11.07706925 3.60098331 3.83231282 7.60489862 2.66238782 0.07737974 10.01175377 -0.33770334 12.87778155 0.88479326 3.12181115 -0.33770334 11.76359374 10.82687202 -0.92248353 8.65106856 3.91031054 8.46866517 7.14824065 0.88479326 NA 14.37600325 10.58620666 13.87311068 10.32906371 7.17017845 8.40161340 15.55802243 9.07530666 10.36801639 10.73309093 11.23666218 12.14317426 10.86532414 12.31126588 2.07741392 2.93540317 4.16488280 10.47108013 11.66461892 5.11084345 8.47936760 14.05323839 1.98429768 12.17067402 9.68282696 2.88477373 9.00741950 10.72082686 9.19830727 5.47830206 14.12426845 -1.92248353 8.65390590 10.93462501 8.02286546 9.06791563 11.68971412 1.88479326 10.04140139 14.20909767 12.42421228 10.74785655 10.07126928 -1.92248353 7.54706341 11.80385258 8.26971439 -0.42178583 5.88477617 -1.92248353 10.79102285 6.71404627 8.96540365 9.78994863 10.41927394 -0.2316500 0.3538100 0.2587200 3.2281000 3.6569000 3.6569000 -0.2310600 1.2452000 0.1934700 0.0806010 0.3380400 0.3239800 -0.9299300 -0.3009800 1.0226000 -0.3110800 0.2288500 -0.2846500 3.6569000 0.3928000 -0.2413100 -0.1762600 0.2580900 -0.2886700 -0.2742800 -0.2499500 -0.1806800 -0.3492700 0.0052749 -0.2316500 -0.9055500 0.2587200 -0.3924100 0.2428000 -0.3036900 -0.2841800 -0.3059200 -0.3059200 3.4524000 -0.9177000 -0.2378900 -0.2680500 -0.2784600 -0.2846500 -0.9089600 0.0386300 0.3239800 0.6341800 -0.9895500 -0.9299300 -0.3009800 -1.2929000 0.4561500 0.3458300 -0.2915400 -0.2915400 -0.2846500 -0.9184900 -0.2435000 -0.8775900 -0.2041100 -0.2041100 0.8552200 -0.3109600 0.2562300 0.4265400 -0.3341000 -0.3177400 0.3063300 1.2905000 -0.9117600 -0.9117600 -0.9153000 1.4747000 -0.2791400 -0.2791400 -0.0243880 -0.1682600 -0.0526660 -0.0659840 1.1916000 0.008 -0.292 -0.918 -0.918 0.361 0.361 -0.176 0.837 -0.289 0.056 0.348 -0.274 -0.274 0.020 -0.181 -0.280 -0.280 -0.232 0.027 1.475 0.272 -0.279 0.555 0.197 0.197 -0.284 -0.061 -0.918 -0.231 1.208 -0.278 0.000 0.000 0.338 0.338 -0.565 0.365 -0.373 -0.373 0.000 0.000 0.008 -0.292 -0.918 -0.918 0.361 0.361 -0.176 0.837 -0.289 0.056 0.348 -0.274 -0.274 0.020 -0.181 -0.280 -0.280 -0.232 0.027 1.475 0.272 -0.279 0.555 0.197 0.197 -0.284 -0.061 -0.918 -0.231 1.208 -0.278 0.000 0.000 0.338 0.338 -0.565 0.365 -0.373 -0.373 0.000 0.000 6.7498466 9.3772019 9.1976595 4.0547009 7.7586596 7.7743891 7.4952738 8.9940473 8.9707231 5.3903031 4.1648828 5.6320093 9.8451922 8.4481089 11.4734911 12.7314421 9.8015986 11.4366220 9.4094582 9.2176122 7.5885415 3.8053441 8.0374234 NA 9.3271275 10.2850460 13.4471552 9.6884463 11.8765453 10.6964952 9.0851498 2.2473503 8.6058758 7.7743891 2.6399730 0.6623878 9.7226296 8.7569015 7.9166253 2.0774139 4.8449430 6.4697395 9.6019633 8.9126825 10.4030081 11.6286491 0.8847933 12.6531381 10.6199698 9.3164232 10.6202116 10.0889982 7.4128120 9.8843739 14.0396850 7.5639749 NA 5.8976011 9.9435413 11.1430060 10.3625348 8.4772013 -0.9224835 9.2008964 7.2697139 8.2917408 9.9718604 10.1685263 14.0440991 6.4349734 11.3327452 7.4718841 9.8066174 10.3442081 9.3812022 8.1820203 10.6939704 13.3258450 9.7432016 10.8268720 10.6245571 8.2028350 6.1053282 6.6165797 6.7498466 9.7298184 11.3365763 13.1261638 8.1313472 3.5692723 11.7733023 10.8653241 3.8587767 6.1595707 14.7506399 7.4128120 13.1299471 9.9596825 8.7257790 7.6717463 12.9690629 -0.3377033 13.7247254 11.6730287 8.8871895 9.8197309 8.5374677 10.6327296 11.5553063 5.7847814 10.3657109 12.4044380 10.1015223 9.7040432 1.8847933 13.1707153 4.6921314 0.3993352 12.0799729 15.6982921 10.7778613 6.2573313 12.8896490 9.9718604 11.4123931 3.6009833 13.2704848 9.6199698 9.0140595 10.8484323 9.0788297 11.3371648 9.7298184 9.2182513 2.9354032 9.5985312 9.1149685 13.3222685 10.4780342 4.7067792 9.3359876 9.4750962 6.1542369 10.9346250 8.0228655 11.6897141 7.7916669 7.6958073 10.0712693 9.1211325 9.2303402 10.7687289 9.6921314 10.2557752 7.4994864 11.1698484 TCGA-LN-A5U7 46 0 NA 768 esophagus stage iia t2 n0 m0 male 2012 no 70 esophagus squamous cell carcinoma 23 r0 NA asian not hispanic or latino 3 4 4 5 3 3 2 4 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 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 4 0 0 0 0 1 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 5.132276e-06 1.6992e-06 15.6565656565657 6.56565656565657 47.4747474747475 14.1414141414141 16.1616161616162 NA 11.2106141 11.0236086 NA 12.2030477 8.2072374 10.2650876 9.1503898 5.2850767 10.0336459 8.8622493 -0.8109662 7.4557267 NA -1.8109662 8.8839681 0.9963164 12.4559996 1.5108607 2.6483734 -1.8109662 11.8733599 10.2902592 -0.8109662 9.6762776 3.5464871 8.7473609 7.5687299 NA 0.5108607 14.6940228 11.0562188 14.1409084 10.0638023 6.7701406 7.5265618 15.4694390 7.4297314 11.1064986 11.5843845 11.9738815 13.1134742 11.4979900 12.5108681 -0.8109662 8.3182233 4.8182984 10.9964962 12.4427979 3.8327989 9.5541688 13.6882079 1.8893957 12.6376371 8.7502280 9.1903482 9.1568868 10.9964962 9.5148075 4.7888527 13.6838894 NA 9.4875754 11.0017190 5.9371325 9.0662243 12.9569693 2.5108607 9.9442450 14.2681123 11.8532762 11.7474803 10.6645164 -0.8109662 3.0469275 10.4279419 11.6333079 -0.8109662 6.4225593 -1.8109662 10.4258512 8.7085763 7.8255650 9.9874118 10.4744377 -0.5275700 0.0463330 0.0255380 0.4383400 0.4633100 2.0494000 0.0373590 1.4735000 -0.0062286 -0.4593900 0.5238000 1.0047000 -0.0024938 0.0114000 0.5870400 -0.5361200 -0.0431540 0.0210430 3.6569000 0.6108100 -0.0324500 1.9782000 0.0332670 -0.0030475 -0.0168410 0.5062000 0.5062000 -0.0977590 0.7381500 -0.5540700 -0.5204100 -0.0077482 -0.0870490 1.2748000 -0.5560700 -0.5269000 -0.6565000 0.5290600 2.0494000 -0.5390600 -0.4830200 0.0301400 -0.5226600 -0.5388500 -1.1089000 -0.4704600 0.4964900 -0.5340900 -0.6265500 0.0114000 -0.5466300 -1.2929000 -0.5402700 -0.5256000 -0.5407800 -0.5332700 -0.5526600 -0.5636600 0.4725500 0.4621200 0.5211800 0.4407100 0.5027300 -0.5762500 -0.0368100 0.0130740 -0.0315860 -0.1106400 0.5062000 0.4029400 -0.5259400 0.0093098 0.3377200 0.5218800 -0.0679930 -0.0509110 0.9512000 -0.5151700 -0.5151700 -0.4632300 -0.5730800 -0.541 -0.541 0.000 -0.523 0.544 0.544 0.462 0.503 -0.542 0.000 0.000 0.000 0.000 0.497 0.000 0.338 0.338 -0.491 -0.491 0.522 0.522 0.000 0.000 0.436 0.436 -0.527 -0.085 -0.539 -0.539 0.000 0.000 -0.539 -0.539 0.496 0.496 0.000 0.000 -0.503 0.000 -0.515 -0.515 -0.541 -0.541 0.000 -0.523 0.544 0.544 0.462 0.503 -0.542 0.000 0.000 0.000 0.000 0.497 0.000 0.338 0.338 -0.491 -0.491 0.522 0.522 0.000 0.000 0.436 0.436 -0.527 -0.085 -0.539 -0.539 0.000 0.000 -0.539 -0.539 0.496 0.496 0.000 0.000 -0.503 0.000 -0.515 -0.515 6.5243301 9.0194553 3.5464871 3.5464871 7.2657557 6.5420862 6.3386865 5.5198564 9.9910525 7.1776248 7.1489422 7.0958306 9.9723476 7.4321142 9.3588650 13.8008582 7.1719334 11.0129043 9.4812616 9.3644897 8.6302449 4.0218261 10.2001673 -1.8109662 9.5209765 10.4740532 13.6715905 11.4236078 12.4093486 11.3796907 8.6483716 3.7739014 11.1708640 6.5420862 4.5239759 -1.8109662 10.7717877 9.0882969 6.8219347 0.5108607 5.0091187 3.2764073 9.9341942 6.0406886 10.8366233 11.4663728 0.1889073 12.6701088 8.3297699 8.0138988 8.3601167 10.1868251 6.1196778 8.7154394 13.0380030 7.7117179 NA 7.1196778 8.3143535 12.3068266 10.5723743 10.2650876 -1.8109662 9.6661924 7.7795270 9.2264871 9.0973327 11.2202966 15.2247784 6.0469210 13.6584229 7.0837580 7.6585821 10.6342136 10.1525586 9.2757397 11.3853885 14.2854625 9.1952661 10.2902592 11.2088782 8.3233665 5.0469232 6.4650651 5.2550286 9.1503898 10.0426394 12.6520173 8.7962704 3.2764073 12.8936002 11.4979900 6.2869717 6.3130608 15.3015270 7.2360640 13.1303545 11.0101161 6.3437578 5.0091187 11.7608112 0.1889073 12.4340842 11.8046846 9.8045697 10.1914035 9.4792239 10.3494418 10.9565038 7.2196071 10.3351905 12.4576450 9.5839385 10.2777283 1.1889705 12.6792269 4.7435311 -0.2212868 12.2030477 14.5214309 10.0882969 5.6967339 11.5208367 9.0973327 10.8549421 8.8622493 13.8043111 8.0469210 9.2730841 9.4117349 10.0508025 11.5920852 9.1503898 9.3971745 8.3182233 9.9040440 10.3323233 11.9487242 11.3252904 1.6483734 10.6183468 9.6313652 7.5198572 11.0017190 5.9371325 12.9569693 3.0958232 7.9270324 10.6645164 7.3361450 10.7425693 12.3749769 10.5593550 10.9523599 9.4249542 10.2047035 TCGA-LN-A7HV 58 0 NA 320 esophagus stage iia t2 n0 m0 male 2012 yes 70 esophagus squamous cell carcinoma 15 r0 NA asian not hispanic or latino 3 5 NA NA 3 3 6 4 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 6 0 0 0 0 0 0 0 4 0 0 6 3.918562e-06 1.075004e-06 12.3287671232877 2.05479452054794 38.3561643835616 30.1369863013699 17.1232876712329 1.7178683 9.9169156 9.2560457 NA 12.1023707 8.5300341 9.1357093 9.1187363 6.5380352 7.9076815 11.0244881 2.4182979 7.0124770 NA -1.2820878 9.8877129 8.0928961 11.9039540 -1.2820878 2.4182979 0.3028747 11.8135834 11.2995281 2.0397701 9.5082052 3.8877787 8.4744129 5.4491751 1.5252170 -1.2820878 14.9286042 9.0830857 11.6337044 8.9417983 8.8471397 8.4217775 13.0858857 9.3177696 9.6232437 11.2123674 11.0839057 12.5382352 11.0176372 11.6286869 0.3028747 2.3028162 7.2453340 10.5090196 11.6647612 2.7178464 7.5284283 11.6004998 6.0032582 13.2188853 9.2302712 3.8471350 9.3261117 9.1155314 8.2686038 5.6720519 12.6962097 NA 6.7457631 9.3242620 6.2724450 8.5570604 8.3490339 5.2256528 10.1690679 13.9230391 9.7001374 8.2531322 10.5254492 NA 2.3028162 9.6434112 10.5797191 7.4868680 5.3617122 NA 9.9538709 4.7839438 8.2511865 12.3386493 10.0688070 0.0513490 0.0460940 0.0290050 0.0419860 -0.5680600 0.5445900 0.0679090 1.4588000 0.0546220 0.4809200 0.0465200 0.0465200 -0.0481090 0.5986700 0.1106300 -0.6170300 0.2532000 0.0438270 -0.0190770 0.7129700 0.0370380 -0.5709300 -0.6095300 0.6015500 -0.0267510 0.0449600 0.0449600 -0.0668240 -0.1959100 0.0513490 -0.2615800 0.0121990 -0.5717000 -1.2459000 -0.5930500 -0.6130900 -0.6130900 0.0084364 0.5445900 0.0000000 -0.5769600 -0.5814000 -0.5871800 0.1490100 0.0720700 0.6307500 0.0465200 0.0231070 -0.0216840 -0.0481090 -0.6030600 -0.5913900 0.0124780 -1.2732000 0.0337930 -0.6122300 -0.0069571 1.0459000 0.0736500 -0.6048000 -0.6048000 -0.5754800 -0.6095300 0.0201640 -0.0127510 -0.6267700 -0.6466100 -0.4060900 0.0449600 0.0449600 0.1106300 0.1106300 -0.6582900 -0.0019776 0.0098290 0.0098290 -0.2511900 -0.1689500 -0.1689500 -0.1861800 -0.1618300 0.000 0.000 0.000 0.000 0.000 0.000 -0.575 -0.610 0.000 0.000 -0.602 -0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.251 -0.568 -0.568 -0.585 0.583 -0.577 -0.577 -0.587 -0.587 0.000 0.000 0.000 0.000 0.000 0.000 -0.603 -0.603 -0.169 -0.169 0.000 0.000 0.000 0.000 0.000 0.000 -0.575 -0.610 0.000 0.000 -0.602 -0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.251 -0.568 -0.568 -0.585 0.583 -0.577 -0.577 -0.587 -0.587 0.000 0.000 0.000 0.000 0.000 0.000 -0.603 -0.603 -0.169 -0.169 8.245334 10.585136 4.740226 3.241413 8.142023 8.397337 7.802665 9.233557 9.132542 5.538035 9.941255 6.550747 10.568825 7.783946 11.540826 11.764981 9.056938 11.501060 9.531638 8.423489 6.292640 4.110171 9.198647 NA 8.370702 10.321483 11.960733 7.726286 11.198718 12.409600 7.875204 4.177288 3.418298 8.397337 3.841772 NA 11.273405 8.077606 5.672052 1.039770 3.927309 5.459323 9.459324 7.968155 10.757119 10.982299 NA 12.809457 9.259921 10.851320 10.289609 10.050453 5.683640 9.113391 14.648432 7.687329 NA 4.209711 8.685083 12.0111847 9.8707753 9.1357093 NA 9.3075080 6.4252159 9.3814149 10.1976370 10.8322498 10.6695058 8.9822994 11.7042322 8.3121814 6.8977656 11.6395118 9.5974401 9.3590054 11.8170402 12.5963628 10.6422981 11.2995281 10.8280138 9.0972352 5.3902825 6.8574075 8.8158889 11.4408777 13.2726854 12.5229960 9.0653009 4.0397876 12.2455781 11.0176372 6.0487746 6.8471401 15.1604864 7.7036987 12.6375581 10.6724166 10.2550752 5.2414169 12.0744463 -0.2820878 13.3435919 12.0307397 10.1346543 10.7704248 10.2202858 9.1229983 12.5024916 7.0577069 10.5554847 12.5642796 9.8165469 10.5535125 2.1772800 13.3863540 -0.2820878 1.889396 12.102371 14.463530 10.890597 8.383193 12.134654 10.197637 11.372940 11.024488 13.109704 8.715036 9.188516 10.695852 7.697996 10.686524 11.440878 8.836798 2.302816 9.326112 9.138870 11.696567 10.426510 6.383193 10.618346 9.606600 3.575833 9.324262 6.272445 8.349034 5.636720 7.852283 10.525449 7.917529 10.396897 10.717152 10.181381 10.376068 8.575838 10.730830 TCGA-LN-A7HW 59 0 NA 365 esophagus stage iia t2 n0 m0 male 2013 no 70 esophagus squamous cell carcinoma 40 r0 NA asian not hispanic or latino 3 4 4 5 4 3 6 4 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 3.606464e-06 1.005649e-06 20.1492537313433 6.71641791044776 41.7910447761194 9.70149253731343 21.6417910447761 -1.57132159 10.71020616 9.78556804 -1.57132159 11.77687910 6.96473593 10.12857206 8.87668208 5.63597200 12.91891538 4.42856452 -1.57132159 8.92142056 NA 0.75052076 8.69605504 4.93635997 12.83175970 3.51602776 2.95212852 -1.57132159 11.21891439 10.47466672 -1.57132159 10.05290437 4.12900269 8.53839654 7.26284748 0.01349799 0.75052076 15.68269027 10.69359481 12.92596431 8.82405721 5.96772427 7.72088721 13.56158765 8.97931258 9.84747255 11.46363645 11.19343745 12.31664318 10.87021327 11.76994571 2.75049932 9.04695127 2.95212852 9.90986084 11.33102390 6.91238161 8.93933003 13.33446992 5.69535359 12.56026211 9.05458505 5.20992509 9.45370544 10.62762471 9.81118987 5.94426579 12.90720912 -1.57132159 9.16834644 11.24254743 9.76339780 9.03682062 11.71526801 4.88799797 9.82730951 12.47296001 12.36142654 9.99319174 10.65121587 1.42857122 5.84641810 10.82276058 11.86865640 6.87001572 2.33545467 0.75052076 10.69535246 7.65256752 8.35634368 9.15733683 9.66834928 -0.4816900 0.4338900 0.8441500 0.2460700 0.1635500 2.6251000 -0.4532900 1.8538000 0.3669000 -0.0449090 0.4285600 0.4369900 -0.4580400 -0.4580400 0.5149000 -0.4135500 0.3382800 1.3115000 3.3495000 0.4590500 -0.4513600 0.4064400 -0.4634400 0.4251900 -0.4965300 -0.0023553 -0.0023553 0.1816200 0.3855100 -0.4816900 -0.4321400 -0.4969400 -1.2929000 0.1386100 -0.4537200 -0.4537200 -0.4537200 0.9436400 2.6251000 -0.4656800 -0.4483200 -0.4645400 -0.4662800 0.3513700 -0.0488830 -0.4877500 0.4369900 0.3520200 -0.4451200 -0.4580400 -0.4099200 -1.2929000 0.3477800 0.3659200 -0.4772700 -0.4772700 -0.4781800 -0.5018300 0.0000000 0.3636200 0.4064400 0.4064400 0.0233760 0.3500600 -0.5184600 -0.4733000 0.2058000 -0.5139000 -0.0023553 -0.0023553 -0.0023553 -0.0023553 0.1816200 -0.4943400 -0.4827100 -0.4827100 0.3375500 -0.4772300 -0.4612100 0.3698600 0.3860100 -0.477 -0.477 0.000 0.000 0.000 0.000 0.406 0.000 0.396 -0.518 0.000 0.206 0.206 0.000 0.000 0.182 0.182 -0.432 0.434 -0.449 -0.047 -0.483 0.316 0.139 0.139 -0.404 0.000 -0.467 -0.467 1.693 1.231 0.351 0.000 0.429 0.429 -0.458 -0.458 -0.410 -0.410 -0.477 -0.477 -0.477 -0.477 0.000 0.000 0.000 0.000 0.406 0.000 0.396 -0.518 0.000 0.206 0.206 0.000 0.000 0.182 0.182 -0.432 0.434 -0.449 -0.047 -0.483 0.316 0.139 0.139 -0.404 0.000 -0.467 -0.467 1.693 1.231 0.351 0.000 0.429 0.429 -0.458 -0.458 -0.410 -0.410 -0.477 -0.477 7.245550 10.209106 5.450934 7.583384 7.153080 7.550100 6.093902 8.039591 9.003159 6.229465 9.153932 7.009766 9.432786 10.023823 9.920419 12.718297 7.175920 10.455781 9.447461 9.770641 6.777914 4.472962 8.021023 NA 8.182769 9.961409 11.966634 9.566198 11.981781 10.675306 8.517354 6.662186 12.138942 7.550100 3.193046 -1.571322 10.342203 9.006939 7.374010 1.887993 7.320349 7.425745 9.103641 8.232697 10.756119 11.109585 5.043275 12.413429 8.050618 9.498687 9.200055 10.422212 3.983158 8.522644 12.091123 8.189136 NA 7.850631 9.687132 11.824100 10.537090 10.128572 NA 9.973530 5.786118 8.644099 9.654978 9.681231 11.230662 8.318830 11.167080 7.397233 11.297581 10.794615 9.238334 9.293526 11.136356 12.185930 10.955554 10.474667 11.894387 8.429974 4.820884 6.842194 8.718585 8.571949 11.127271 12.134738 9.614061 1.750478 11.636800 10.870213 5.537091 6.854831 13.899839 9.726055 12.951086 10.132902 10.531198 4.695354 10.964570 2.129019 13.060655 11.309106 9.648944 10.680048 9.898569 9.618390 12.526187 7.645312 10.490275 12.610908 10.147099 10.313118 2.129019 12.780954 3.382764 1.013498 11.776879 14.464072 9.414408 6.505381 11.260467 9.654978 10.829179 4.428565 13.649322 10.419024 10.225822 10.679110 8.594729 10.902525 8.571949 8.847473 9.046951 10.318830 10.143241 12.345099 10.747391 5.013529 9.654978 11.539702 8.161581 11.242547 9.763398 11.715268 6.353378 5.028481 10.651216 7.788316 10.634665 11.765491 10.210745 9.955554 8.744847 11.110902 TCGA-LN-A7HX 72 0 NA 372 esophagus stage iia t2 n0 m0 male 2013 yes 50 esophagus squamous cell carcinoma 50 r0 NA asian not hispanic or latino 3 5 4 4 3 3 6 4 2 3 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 4 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 4 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 4 8.010512e-06 2.011297e-06 9.45945945945946 13.1756756756757 58.4459459459459 8.44594594594595 10.472972972973 NA 9.5479928 9.9465423 NA 12.2123622 7.2452038 8.4766166 9.9059128 5.2225805 9.5316515 3.1263617 NA 8.1556030 NA -1.7316854 9.0836134 7.4383070 12.5968062 NA 3.7278116 NA 12.1911525 11.7817398 NA 9.5061897 3.5537905 8.1961605 8.5602667 4.3558479 NA 13.7150779 9.5073840 14.6893706 9.4313338 7.3558453 8.2542241 14.3957117 9.8743247 9.6814812 11.6755837 11.0583234 12.6379796 10.0929433 12.8149753 2.4383195 NA 3.6607005 10.5652985 12.2398890 5.2456630 7.6193213 12.2880599 -0.7316854 11.6034934 9.2511051 3.7278116 10.1601660 10.0708986 9.3518615 4.5903086 14.3035895 NA 7.4778360 11.0793555 5.2907488 8.5421779 10.2200312 0.2684344 10.2855386 15.4834981 11.2599041 9.2363290 10.1484632 NA 3.6946462 10.2757600 10.8155178 NA 4.2225805 NA 10.7975688 5.3558444 7.8589694 11.2035473 11.0791467 -0.0035747 -0.0018931 0.7018600 -0.3190800 -0.2939600 1.1566000 0.4649400 0.7544300 0.1216000 0.0874690 0.0000000 0.0000000 0.0387070 0.0387070 1.3356000 -0.7338700 -0.4002400 0.0165020 3.6569000 0.0708950 0.0708950 3.6569000 0.8121100 0.7907500 -0.0160790 0.0317950 -0.2801800 -0.4071000 0.0371540 -0.0035747 -0.0035747 0.7018600 -1.2929000 -0.2939600 -0.3358900 -0.7207000 -0.7207000 -0.6600700 1.1566000 -0.7320000 2.6215000 -0.2632900 -0.3051500 0.3856000 0.0874690 -0.3433800 0.0000000 0.0194390 -0.0185530 0.0387070 -0.7128700 -1.2929000 0.3438100 0.1853300 0.1853300 0.0372950 0.0165020 -1.1504000 0.0708950 -0.7289700 -1.0561000 -0.2719400 0.0675970 0.6588800 -0.0353740 -0.0067057 -0.0327850 -0.3980200 0.0317950 -0.2937600 -0.2937600 -0.2914700 -0.3964700 0.3555300 -0.6777000 -0.7320200 0.9593000 0.0029893 -0.5067500 0.0312320 -0.0021411 0.148 0.000 0.000 0.000 0.000 0.000 -0.644 0.000 0.791 0.000 0.000 0.000 0.000 0.000 -0.280 -0.407 -0.407 0.000 0.000 0.356 0.356 -0.678 0.301 -0.296 -0.296 -0.332 -0.332 -0.682 -0.299 0.754 0.449 0.398 0.398 0.000 0.000 0.000 0.642 -0.684 -0.370 0.000 0.000 0.148 0.000 0.000 0.000 0.000 0.000 -0.644 0.000 0.791 0.000 0.000 0.000 0.000 0.000 -0.280 -0.407 -0.407 0.000 0.000 0.356 0.356 -0.678 0.301 -0.296 -0.296 -0.332 -0.332 -0.682 -0.299 0.754 0.449 0.398 0.398 0.000 0.000 0.000 0.642 -0.684 -0.370 0.000 0.000 6.8757125 8.5115562 8.1464332 -1.7316854 7.4923836 7.2599042 5.7919443 6.3505308 9.8729355 5.6777732 8.8410825 5.5067860 10.4168588 7.4206668 6.8229710 13.1866399 10.3904143 11.9785430 10.3654268 9.6314219 8.1143269 4.1510226 7.3976652 3.5163052 9.5002035 8.4458020 12.7108075 7.8738618 12.3867102 10.7564734 8.2599042 4.8075404 14.3926046 7.2599042 2.2300185 -0.7316854 10.0881623 9.4332892 4.8382358 1.7278333 4.4778327 7.7781573 9.7627378 7.3425236 11.5867839 10.8318169 2.2683745 12.5180143 9.3937956 10.2662675 10.4383073 9.5795630 2.4383195 10.9774661 14.2439168 7.6013585 NA 6.4079339 9.3385033 11.6878158 9.9701219 8.4766166 -0.7316854 8.0853657 6.2851913 9.1812715 9.5292958 9.5439248 15.3179741 8.3127763 12.0126906 8.2655616 9.3795179 11.0163654 9.0190892 8.4168587 10.9162903 12.5459334 10.2042839 11.7817398 11.0121648 8.5421779 6.4482914 6.9513768 10.6032142 10.0591380 11.6488433 12.3516123 9.6596258 -0.7316854 12.3030093 10.0929433 2.3558338 6.6126783 14.0099641 8.2240321 12.9810705 10.4625235 9.6308741 4.1012719 12.1704747 -0.1467229 14.2431961 11.9203309 9.2768109 7.4532575 9.2010842 9.4978020 12.5869251 5.3236655 10.4342314 12.9919963 10.1158311 10.0064745 1.7278333 12.9762267 1.2683745 -1.731685 12.212362 14.641161 10.223669 5.933719 10.816000 9.529296 11.139325 3.126362 13.817234 8.595935 10.540137 10.004201 6.088561 10.828954 10.059138 9.190967 NA 10.752450 8.674587 12.846755 11.745255 -1.731685 10.674587 10.606840 5.175273 11.079356 5.290749 10.220031 4.553784 4.101272 10.148463 6.842030 10.310726 11.067057 10.774690 10.526065 8.910434 10.982198 TCGA-LN-A7HY 50 0 NA 366 esophagus stage iii t3 n1 m0 male 2013 no 70 esophagus squamous cell carcinoma NA r0 1 asian not hispanic or latino 3 5 3 3 2 3 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 5.617762e-06 1.803232e-06 16.5137614678899 5.04587155963303 38.9908256880734 17.8899082568807 21.5596330275229 4.5209313 9.9400786 9.3352030 1.1424134 11.2706692 7.8062171 10.2362307 9.4443704 5.8865770 11.4975479 4.8648844 0.4054478 8.5770454 2.8204853 NA 9.5331019 -0.1795147 11.7251104 1.8204853 2.7273759 2.5209251 11.4273568 11.6167314 0.4054478 10.2004087 8.5226616 8.9277060 3.4912118 6.4929139 -1.1795147 14.6887086 8.3022884 14.5381252 8.6658692 8.4204020 7.6908843 11.5795449 5.9394311 9.2706691 11.0745491 10.8885954 11.9969738 9.3163440 12.1139606 5.3596477 3.3440473 9.4562072 10.2144157 11.3431440 5.4929139 7.8176687 11.1727393 5.6018480 11.4127124 9.3761805 6.0872761 8.9979085 9.1714280 10.0884460 7.0778764 13.4104326 3.7746817 8.0565033 10.8456285 6.6722386 8.9132461 10.1944416 7.1647853 9.4110760 13.0735239 12.6500135 8.5787123 10.9059049 -1.1795147 5.8204879 10.4287437 8.8261134 NA 4.7512280 1.9904103 9.4652466 7.3750777 8.2383417 8.5720332 9.3980972 2.5419000 0.0860880 -0.0254160 0.3335100 0.0271580 1.7526000 0.2065600 1.5512000 -0.0357210 0.4833700 3.6569000 0.3020200 -0.0383060 0.3636200 0.1583100 0.6654900 -0.1494100 1.7711000 0.3711700 -0.4212300 -0.0198630 -0.4237500 0.3979500 -0.1631900 -0.0092666 0.5246800 -0.3512200 -0.2936700 0.0262330 -0.4042900 0.0972520 -0.0254160 0.9009000 0.0420240 0.1560600 -1.2929000 -0.4590700 -0.8437900 0.0088920 0.7264600 0.2132800 1.3198000 -0.4299600 -0.0637030 -0.0291750 0.4759800 0.4097800 1.1766000 -0.0383060 0.3636200 -0.3710800 -1.2164000 -0.7758300 -0.0223320 -0.8563100 -0.1795400 -0.4164100 1.4219000 -0.0198630 -0.4395100 -0.4237500 -0.4237500 -0.3368700 -0.6807700 -0.4261500 -0.4725800 -0.0118870 -0.4153100 -0.3512200 0.2676500 0.2143800 0.2851700 0.0655130 -0.4413500 -0.3387100 -0.3192600 -0.1488800 0.0284810 -1.2929000 0.0345360 -1.2929000 0.000 -0.121 -0.416 -0.416 -0.363 0.000 -0.440 0.398 -0.163 0.114 0.114 0.000 0.000 -0.101 0.250 0.000 0.000 0.000 0.000 -0.015 0.389 -0.356 -0.149 0.000 0.000 -0.334 0.000 0.213 0.213 -0.271 -0.583 0.000 0.000 -0.157 -0.157 0.165 0.165 -0.371 -0.371 0.000 0.000 0.000 -0.121 -0.416 -0.416 -0.363 0.000 -0.440 0.398 -0.163 0.114 0.114 0.000 0.000 -0.101 0.250 0.000 0.000 0.000 0.000 -0.015 0.389 -0.356 -0.149 0.000 0.000 -0.334 0.000 0.213 0.213 -0.271 -0.583 0.000 0.000 -0.157 -0.157 0.165 0.165 -0.371 -0.371 0.000 0.000 8.336189 10.714170 8.858036 4.068413 7.471540 9.061280 5.178041 5.548409 9.269637 5.678469 8.361585 8.103577 10.132805 12.165340 11.354792 11.031160 6.546708 10.603487 9.227757 8.342089 6.953117 6.204194 8.716822 1.142413 7.970236 9.195528 10.986338 8.639071 11.670025 11.045094 8.487601 4.678472 10.254074 9.061280 3.864879 -1.179515 10.476467 8.678470 6.745302 3.774682 7.545514 7.420402 9.376037 10.288094 9.516587 10.407329 NA 12.518000 8.936833 9.627039 10.795979 9.426894 1.405448 7.435199 12.460282 7.980890 NA 8.438875 9.473334 11.5812089 9.9426699 10.2362307 -1.1795147 9.4652466 6.9446102 7.6908536 9.0672294 10.3635208 11.5509909 8.4278194 9.4607340 8.2149514 10.6181504 10.6398698 8.4946812 9.7281307 11.0393549 13.0089395 8.6100227 11.6167314 10.8105929 8.0127815 7.7891560 7.7303818 7.1379021 9.5373085 10.6418643 11.8171390 9.4988777 4.1058876 12.3244389 9.3163440 3.8204853 7.8594081 13.7307213 8.6800236 12.4615246 10.0977763 10.1862646 6.4129458 12.2604497 0.8204853 13.1136646 10.9371578 9.1093551 9.7884356 10.2021833 10.7378611 12.0230720 8.2277565 10.3851148 13.4727189 9.9910399 10.8641998 3.4643415 12.5350565 4.9497730 3.4643415 11.2706692 13.0462213 9.9231208 6.8148426 11.1667256 9.0672294 10.7684911 4.8648844 12.9368329 10.8038389 10.5252572 9.7891414 7.7600679 11.1995965 9.5373085 7.1955287 3.3440473 9.8966365 9.5191935 12.5490473 11.0734500 3.9079482 9.9979085 9.9172041 6.5415876 10.8456285 6.6722386 10.1944416 5.8865770 0.5516883 10.9059049 7.7833853 10.9036358 11.4778074 10.7019854 10.1116597 9.4259684 9.9198367 TCGA-LN-A7HZ 49 0 NA 401 esophagus stage iia t2 n0 m0 male 2013 no 90 esophagus squamous cell carcinoma 25 r0 NA asian not hispanic or latino 3 4 4 4 4 3 4 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 4 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 0 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 2.670171e-06 9.362936e-07 19.811320754717 4.71698113207547 39.622641509434 23.5849056603774 12.2641509433962 -1.2556667 9.6367401 9.1246582 NA 11.1889532 8.1699796 9.6764120 9.3216260 4.6385315 12.1794767 4.2987829 -1.2556667 7.9015439 0.3291810 NA 9.6376731 4.8939446 12.4384212 0.3291810 2.6510861 3.3291667 11.5978966 10.4969959 -1.2556667 10.2420490 4.7885918 7.9897498 4.7940467 5.2199313 1.9141052 14.8463574 9.2804444 15.5762954 9.5213209 9.3889547 6.9921249 11.2951844 3.0661236 9.3862488 11.1284737 11.2427971 12.9623820 11.5721353 10.6608231 3.6510861 5.6268392 8.0039406 9.8021889 10.9978999 2.6510861 8.9040686 13.0630224 2.2036397 11.8446953 9.3700520 4.1017509 9.2949439 9.2280130 9.3762837 5.5770874 12.3998397 NA 9.5643761 10.5011704 10.4001750 8.6585825 11.3218620 5.0295986 9.2229668 14.4288636 13.3403287 9.5369875 10.3799424 -1.2556667 3.5515529 9.6352213 12.0120080 -0.9928045 3.1365195 -1.2556667 9.2648158 5.9921249 8.1235757 8.8143181 9.5826132 -0.48175000 0.44198000 0.44748000 0.00041593 0.04244900 1.75860000 -0.44884000 0.14253000 -0.30928000 -0.01835300 -0.00042160 -0.00042160 0.79374000 0.79374000 0.86712000 0.40861000 1.03190000 0.00027728 3.44300000 3.46380000 0.01377200 -0.00221680 0.76370000 -0.00664320 0.44223000 0.10994000 0.10994000 -0.12304000 0.24188000 -0.48175000 -0.47311000 -0.03054000 -0.92622000 -0.34790000 -0.28628000 -0.29181000 -0.32957000 -0.54482000 1.75860000 -0.46759000 -0.42811000 -0.44608000 -0.44059000 -0.31377000 -0.01835300 -0.01835300 -0.00042160 0.42570000 0.75815000 0.79374000 0.42868000 -1.29290000 -0.12668000 -0.11900000 -0.11900000 -0.03040400 -0.01627500 0.03128400 0.01377200 -0.00221680 -0.00221680 -0.00221680 0.76370000 -0.00664320 -0.02054900 -0.11077000 -0.14438000 0.01558700 0.10994000 -0.36986000 0.03199900 -0.00013683 -0.12304000 0.41262000 -0.43821000 -0.46520000 -0.38973000 -0.48449000 -0.48449000 0.24188000 0.24188000 -0.135 -0.135 0.000 0.000 0.211 0.000 0.000 0.764 0.000 0.000 0.000 -0.144 0.000 0.110 0.110 -0.123 -0.123 -0.011 0.442 0.413 0.413 -0.465 -0.390 0.000 0.000 -0.192 0.000 -0.441 -0.441 0.186 -0.254 -0.189 0.000 0.000 0.000 0.794 0.794 -1.293 -1.293 0.041 0.242 -0.135 -0.135 0.000 0.000 0.211 0.000 0.000 0.764 0.000 0.000 0.000 -0.144 0.000 0.110 0.110 -0.123 -0.123 -0.011 0.442 0.413 0.413 -0.465 -0.390 0.000 0.000 -0.192 0.000 -0.441 -0.441 0.186 -0.254 -0.189 0.000 0.000 0.000 0.794 0.794 -1.293 -1.293 0.041 0.242 7.683776 9.938954 2.329152 3.992125 9.120323 8.125740 5.267760 5.170462 9.274603 5.066124 8.581825 7.495742 10.553161 10.160995 10.624929 12.698393 6.131526 9.814989 9.518161 9.256938 6.603110 5.538613 8.442902 -1.255667 9.348751 10.126281 11.304769 8.891402 11.062751 10.814989 9.318791 6.595947 13.530416 8.125740 4.373843 -1.255667 10.492390 7.592820 7.482289 2.914124 6.444637 6.153589 8.442902 8.090711 10.963366 11.838110 -1.255667 12.335953 8.868319 7.314053 8.844860 11.072311 5.953649 6.868319 11.888218 8.340760 NA 6.092926 9.387151 11.511968 9.811632 9.676412 NA 9.217903 6.766565 8.762397 9.598286 9.311202 13.062052 7.602178 10.024968 7.228012 8.926592 10.025548 9.481444 9.671975 11.030755 9.846809 8.478907 10.496996 10.503253 8.804893 7.024968 7.873480 11.652965 10.111066 10.730039 10.183509 9.114885 4.066124 11.357296 11.572135 7.287229 7.512382 13.958793 7.075114 12.809613 11.013908 9.068378 7.495742 9.986776 2.444641 14.279073 11.503669 9.060479 10.273140 9.629306 10.045693 11.842723 10.749471 10.899015 13.579891 10.672716 11.566569 3.992125 12.838687 2.329152 1.559785 11.188953 13.714298 10.052536 8.086272 12.069081 9.598286 10.660450 4.298783 11.658956 8.861840 7.863138 9.908941 9.677150 11.049689 10.111066 8.185066 5.626839 9.436813 10.245039 12.486507 9.894579 4.788592 10.700127 9.398833 7.010983 10.501170 10.400175 11.321862 4.499087 NA 10.379942 8.242049 10.664178 11.556174 9.771412 10.704199 9.428069 10.048548 TCGA-LN-A8HZ 56 0 NA 375 esophagus stage iia t2 n0 m0 male 2013 yes NA esophagus squamous cell carcinoma 30 r0 NA asian not hispanic or latino 3 4 4 4 4 3 4 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 5.340342e-06 1.733877e-06 14.4927536231884 4.83091787439614 48.792270531401 17.3913043478261 14.4927536231884 0.8310665 10.8890289 9.8594037 0.5680321 11.8265687 8.2403716 9.5970138 9.1102607 5.0274328 10.9397794 4.4939995 0.5680321 8.8282165 -1.7538960 -0.1689335 8.4184269 4.4359019 12.9797457 2.0534242 3.2460736 NA 11.6358404 11.1380481 -1.7538960 9.5657468 3.5680078 8.1102609 9.0171514 NA 6.7929685 14.8839589 9.9504105 11.1474073 8.9671055 6.6765269 7.4676862 13.6109616 8.4420619 10.5595246 11.6200762 12.0150859 12.8296863 10.6058241 12.2757070 0.2461040 7.2089708 6.1827122 10.5381086 11.8577392 4.0009645 8.5198701 12.7524578 4.2684419 12.3380058 9.5175727 4.1768094 9.6733875 10.0868525 9.0550389 4.2002689 13.7629134 NA 9.6533424 10.7258549 9.0339771 8.3054193 11.0313228 4.9875437 8.5769914 14.8167160 9.9268737 9.7182577 10.3154975 0.2461040 3.2002689 9.8993675 8.7167334 NA 3.7696342 -0.7538960 10.5224898 4.1287141 7.6340922 11.1732970 10.7032425 -0.4665300 0.4243500 0.5818400 0.4909600 -0.2005000 1.2632000 -0.5095100 0.9222900 -0.2289600 -0.2289600 0.3193200 0.3193200 -0.1499000 0.3243100 0.6445100 0.2516800 -0.3485900 0.1882800 0.1652000 0.1468200 0.1468200 -0.4603500 0.2989900 0.1908600 0.1330200 0.0023581 0.0023581 -0.0858550 0.0000000 -0.4665300 -0.4665300 0.5818400 -0.2005000 -0.2304700 -0.5122800 -0.5203000 -0.5203000 1.0001000 1.2632000 -0.2627600 -0.4816500 -0.4970700 -0.5360200 -0.2289600 -0.2289600 -0.2289600 0.3193200 0.2835800 -0.1499000 -0.1499000 -0.5758500 -1.2929000 -0.5818600 -0.3070800 0.0752710 -0.0224690 0.1929900 -0.0626290 0.0806010 -0.4603500 -0.4603500 -0.4603500 0.2989900 0.1096400 -0.3151800 -0.0669220 -0.4792300 0.1330200 0.0023581 0.0023581 0.0023581 0.0023581 -0.0858550 0.4189800 0.0759970 -0.5112500 0.3254300 -0.0706700 -0.0706700 -0.0706700 0.0000000 -0.285 0.000 0.165 0.000 0.147 0.147 -0.460 0.299 0.158 0.000 0.000 -0.479 0.133 0.000 0.000 0.000 0.000 -0.467 -0.042 0.419 0.140 -0.511 0.325 0.202 0.002 -0.512 0.488 -0.497 -0.497 0.386 -0.536 -0.229 -0.229 0.319 0.319 0.021 0.171 -0.302 -0.302 0.000 0.000 -0.285 0.000 0.165 0.000 0.147 0.147 -0.460 0.299 0.158 0.000 0.000 -0.479 0.133 0.000 0.000 0.000 0.000 -0.467 -0.042 0.419 0.140 -0.511 0.325 0.202 0.002 -0.512 0.488 -0.497 -0.497 0.386 -0.536 -0.229 -0.229 0.319 0.319 0.021 0.171 -0.302 -0.302 0.000 0.000 6.4603936 10.4757947 4.8310361 4.4939995 7.4530887 7.2118591 5.7852340 6.6167620 9.1944419 5.9807839 8.6775724 7.2432540 9.7593087 8.9992914 11.4805927 12.7336007 8.8844651 10.7903146 9.9633227 9.8630828 8.2654707 3.8006618 8.8653776 -0.1689335 9.2772037 10.3464085 12.7100459 10.0109462 11.5281697 11.3146850 9.1317711 4.7538719 12.1357687 7.2118591 3.8095379 -0.1689335 10.8570994 8.6362436 8.1195186 0.2461040 4.6890195 5.8459868 9.2297809 6.6765269 11.2060766 11.6799208 3.2904686 12.5388276 9.1753330 10.0694418 9.4216241 10.6631360 6.9220313 8.0821251 13.9601860 7.6727379 NA 6.3958220 9.4228711 11.966426 10.008457 9.597014 NA 9.544137 6.568003 9.156717 10.015086 10.240428 11.971564 8.508170 12.002005 7.203177 7.627618 10.710876 9.933888 9.906516 11.414903 13.362668 11.544853 11.138048 10.896004 8.503462 3.568008 5.918501 9.794897 10.188956 11.249768 12.203721 8.844127 3.200269 11.885754 10.605824 6.146942 6.765711 15.345515 8.221923 12.648221 10.789106 9.294561 7.817827 11.910522 1.415975 13.088253 12.191701 9.794415 9.893083 9.131573 9.508757 11.993848 9.133295 10.821850 12.754894 10.196266 10.985644 3.494006 12.808973 1.415975 -0.1689335 11.8265687 14.1508019 10.1290997 8.0726230 12.0758964 10.0150859 11.7857181 4.4939995 13.1120978 10.0574493 8.3335373 9.7948965 9.1499564 10.5671571 10.1889556 9.5116896 7.2089708 9.4616075 9.1001637 12.3682555 10.6962549 4.4160020 10.7474143 10.4169385 7.0978236 10.7258549 9.0339771 11.0313228 3.5680078 5.5034632 10.3154975 7.7238329 10.2039022 11.6353026 10.2464267 11.1578411 9.3624186 9.7740403 TCGA-LN-A8I0 52 0 NA 407 esophagus stage iia t2 n0 m0 male 2013 no NA esophagus squamous cell carcinoma 15 r0 0 asian not hispanic or latino 3 4 3 3 4 3 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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 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 4 0 0 0 5.513729e-06 1.6992e-06 18.0094786729858 7.10900473933649 50.7109004739336 11.3744075829384 12.7962085308057 NA 9.4088023 8.7164580 NA 11.6342223 6.5644239 9.1619567 9.2640933 4.8172446 10.6669935 2.0285692 1.2916036 8.0353044 -1.2933589 NA 9.4630108 6.2612186 11.5378992 0.2916036 3.9160849 NA 11.4421855 10.9548536 0.2916036 10.5688794 3.3504831 8.2878301 9.2364017 3.3504831 1.0285692 14.5155686 8.9757563 14.5634954 8.0418858 6.9874005 7.6076173 13.7650018 11.1650361 9.0978731 11.5819373 10.8677614 12.0758179 9.9270078 12.2985024 3.4615155 6.3790543 3.2301876 9.7016899 11.6944620 5.0285559 8.3558858 12.6397374 1.7066411 11.9535185 8.6707536 3.8359140 9.1370821 9.0330590 9.6165226 4.6135199 13.4315164 NA 8.5599391 10.4178663 10.7196032 7.7066293 10.7540943 2.4070808 8.9569279 13.6105114 11.9423446 8.3558858 8.3749117 -1.2933589 4.5646099 8.9931872 10.8976887 NA 4.3213365 -1.2933589 9.8589144 5.9920319 6.4480965 11.4715011 9.3363231 -0.0278450 0.3085700 0.4933800 0.0755590 0.0994330 0.5899200 0.0767100 0.5362600 -0.6310800 0.0575110 0.0609360 0.0458490 0.0252500 0.0511030 0.4424000 0.5663200 0.5626300 0.5330900 -0.0041546 0.0599370 0.0516720 -0.1177000 -0.0667880 -0.1135200 0.0087528 0.0176840 0.0176840 -0.1762600 -0.0232920 -0.0538810 -0.6392500 0.5413600 0.0755590 -0.6274100 -0.6391600 -0.6487100 -0.6487100 -0.1300500 0.5899200 -0.6468700 0.0844980 -0.6424100 -0.6985700 -0.6310800 0.0635090 0.0575110 0.0458490 0.0458490 0.0252500 0.0511030 0.5231000 -1.2847000 -0.1107700 -0.1109400 -0.1109400 -0.1305700 0.2207600 0.0280600 0.0480000 -0.1177000 -0.1177000 -0.1177000 -0.0675920 -0.1437400 -0.0030475 -0.0030475 0.0087528 0.0087528 0.0176840 -0.6504300 -0.9358500 -0.6552900 -0.1673900 0.0000000 -0.2745200 -0.2949700 -0.0237030 -0.1804300 -0.1571300 -0.1571300 -0.0069195 -0.111 -0.111 0.221 0.221 0.000 0.000 -0.118 0.000 -0.114 0.000 0.000 0.000 0.000 0.000 -0.650 -0.187 -0.187 0.493 0.493 0.000 0.000 -0.295 0.000 0.000 0.000 -0.417 0.000 -0.642 0.000 -0.117 -0.653 -0.631 0.000 0.000 0.000 0.000 0.000 0.566 0.566 -0.150 0.000 -0.111 -0.111 0.221 0.221 0.000 0.000 -0.118 0.000 -0.114 0.000 0.000 0.000 0.000 0.000 -0.650 -0.187 -0.187 0.493 0.493 0.000 0.000 -0.295 0.000 0.000 0.000 -0.417 0.000 -0.642 0.000 -0.117 -0.653 -0.631 0.000 0.000 0.000 0.000 0.000 0.566 0.566 -0.150 0.000 5.954557 9.734536 5.992032 5.379056 9.400987 6.911200 6.198482 8.481416 8.746919 5.772720 10.485938 7.145422 10.045923 9.486349 10.451043 13.981699 10.447220 11.490037 9.735226 7.866501 7.565170 4.876556 8.660826 NA 8.559939 11.244333 12.002255 10.050370 12.264896 11.112835 8.862713 7.770025 13.551973 6.911200 5.380608 -1.293359 10.513582 8.941447 8.137082 1.876566 4.564610 5.306543 8.960477 8.436250 11.325932 11.650976 3.794093 12.961511 10.144902 9.296281 10.236548 10.587743 1.706641 10.310719 13.061705 8.311683 NA 6.132893 9.654997 11.5862128 9.7407407 9.1619567 -1.2933589 8.8384864 6.5458340 8.2535242 10.3065424 9.5968938 11.3275366 8.5188070 11.1744898 7.6432675 9.9462280 10.1864098 9.1454214 9.3250151 11.1506091 11.1082557 9.8429799 10.9548536 10.8967628 7.6462087 4.9734138 5.9734161 9.0341821 11.0012503 10.6384750 11.4018578 9.0225714 1.7066411 11.9000009 9.9270078 2.9545500 6.3861091 15.5278805 7.6579143 13.6816714 10.6924715 10.3724095 4.6608260 11.2621773 2.0285692 12.3142257 11.5038857 9.0149687 8.1557781 9.7696200 9.0542508 12.2585780 8.6150223 11.0467578 13.8183072 10.6881968 10.9554466 2.1660727 13.0592937 0.2916036 2.295194 11.634222 13.450149 10.742116 5.935448 12.238011 10.306542 10.165549 2.028569 12.218506 8.908753 9.643267 10.162809 7.753754 10.814500 11.001250 8.752389 6.379054 10.358130 10.116020 11.872008 9.981008 4.064184 10.967778 11.299320 6.427729 10.417866 10.719603 10.754094 5.081668 5.954557 8.374912 8.134990 10.744520 11.579304 10.210952 10.136036 8.592326 10.049815 TCGA-LN-A8I1 67 0 NA 401 esophagus stage iia t2 n0 m0 female 2013 yes NA esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 3 4 2 2 4 3 6 3 2 3 0 0 0 0 0 5 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 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 5 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 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 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5.513729e-06 1.456457e-06 16.0975609756098 5.36585365853659 57.0731707317073 11.7073170731707 9.75609756097561 NA 10.30504541 8.39081770 NA 11.30228112 8.35034696 8.68542546 8.52016017 4.83674723 8.41353781 11.10003842 -1.04602709 7.04156936 -0.04587815 0.95412185 9.86471901 -0.04587815 12.37153292 1.53908435 4.27603505 -0.04587815 10.89588749 11.58959764 1.27602016 9.77188937 5.41353654 8.92708607 6.93224428 6.93709953 -1.04602709 15.91074332 9.19728035 15.63934864 7.15843297 8.16112079 6.91457170 11.59005104 7.50100038 8.97924569 10.52611010 11.31550181 12.26755619 10.05213830 11.12371812 -0.04587815 7.53906883 6.79331068 10.02623889 11.84860952 1.27602016 7.85497308 11.89570413 4.38036928 11.98511817 8.65792327 0.53903470 9.03492383 11.69008530 9.27828683 6.31165751 13.10234449 1.53908435 7.18772619 10.08724841 3.04157593 8.52964567 10.09429691 4.78699880 10.40067262 12.46980610 11.92097216 7.58710166 9.50519922 3.04157593 3.65455011 9.11397756 12.06703440 NA 3.76146613 NA 9.70229911 4.93138522 8.01750106 9.38977652 8.73436719 -0.0777450 0.7723300 0.8358900 2.0429000 0.4476500 1.3849000 0.9063300 0.9055300 0.3536500 0.8015000 1.2007000 1.3008000 -0.4828100 1.9058000 0.4189800 -0.0518560 -0.4903900 -0.4679900 3.6569000 0.4262000 0.4604100 -0.4466300 0.0239870 -0.0478010 0.3567500 0.4819900 1.6767000 -0.0620920 0.1489000 -0.0777450 -0.9608500 0.7902200 -1.2929000 -0.0257560 -0.4870100 -0.4751200 -0.4751200 1.3889000 1.3849000 -0.4634400 -0.9096400 -0.0140900 -0.4851200 0.8842600 -0.5120800 0.7906500 1.3008000 -0.0084385 -0.5064700 -0.4828100 0.0086135 0.0086135 0.0055529 -0.0081624 -0.4553300 -0.4685500 -0.5056000 -0.4814400 0.4129500 -0.0301310 -0.4678000 -0.4466300 -0.0156040 -0.0329960 0.3880000 0.4471500 0.3564300 0.3553700 -0.4901600 -0.4720500 -0.4784900 -0.4895100 -0.6422700 0.8345100 0.4588800 0.4077700 -1.0043000 0.1386500 -0.5365200 0.9803900 0.1511400 0.000 -0.460 -0.481 -0.481 0.426 0.426 -0.468 0.000 0.000 0.415 0.415 0.356 0.356 -0.478 -0.478 0.215 0.000 0.000 0.000 0.835 0.835 0.408 0.000 0.409 0.409 -0.013 0.448 -0.448 0.000 0.421 -0.484 0.422 0.422 0.000 0.000 -0.065 0.418 0.000 -0.419 0.139 0.139 0.000 -0.460 -0.481 -0.481 0.426 0.426 -0.468 0.000 0.000 0.415 0.415 0.356 0.356 -0.478 -0.478 0.215 0.000 0.000 0.000 0.835 0.835 0.408 0.000 0.409 0.409 -0.013 0.448 -0.448 0.000 0.421 -0.484 0.422 0.422 0.000 0.000 -0.065 0.418 0.000 -0.419 0.139 0.139 7.2624454 9.9220530 5.8729691 5.1829266 7.7806546 7.8458902 6.3970499 6.1038543 8.8892712 5.8367498 7.9902799 7.6300632 10.6221048 12.9122964 10.2366155 10.6252050 7.7699700 10.3939372 8.3845589 8.8182923 6.1182081 5.5239633 6.6955735 0.5390347 9.1659946 11.1048056 11.4832928 9.8198395 11.5060644 12.0109133 8.5961581 2.9541032 11.5142002 7.8458902 5.1184096 -1.0460271 10.4017061 8.1829251 6.8367498 NA 5.8419983 6.0730468 8.9427910 7.0201955 9.9909668 12.5792443 NA 13.0491736 8.6769137 9.3687915 9.3991211 8.9442101 8.0626307 7.6510739 12.3593807 8.0441657 -1.0460271 5.3291451 9.0322571 10.800772 10.104488 8.685425 1.761455 9.885582 8.938525 7.722290 9.786996 8.786996 14.162520 7.220893 9.775880 8.124031 7.148863 9.907575 8.033591 8.523962 10.534365 11.635968 9.703976 11.589598 10.462891 7.914108 6.320429 6.818292 10.377222 9.621218 10.416097 10.042232 8.116498 1.539084 11.590957 10.052138 3.041576 7.262445 14.875482 6.860996 13.228703 10.780655 11.146091 6.848925 9.552159 2.413540 14.383475 10.748116 7.333485 10.596609 8.940873 10.591637 11.203220 8.225569 11.425781 13.729820 10.685001 10.232556 3.860993 12.852046 -1.046027 2.136815 11.302281 12.518494 10.419162 6.854973 12.498467 9.786996 9.803511 11.100038 12.990623 9.556805 8.599765 10.074713 6.469806 11.326971 9.621218 8.062631 7.539069 10.127159 9.608742 11.604934 9.325883 3.477664 9.968901 10.896254 3.597960 10.087248 3.041576 10.094297 2.861003 4.626533 9.505199 7.839803 10.172670 10.980284 9.165995 10.370376 8.461901 10.567896 TCGA-LN-A9FO 42 0 NA 4 esophagus stage iia t2 n0 m0 male 2013 no NA esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 3 5 4 5 2 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4.542758e-06 1.560489e-06 12.2905027932961 6.70391061452514 48.6033519553073 14.5251396648045 17.877094972067 3.388754 11.059316 10.308871 1.462733 12.667203 7.899315 10.226278 10.029569 6.286197 9.237541 4.664386 4.228288 8.369644 4.784682 4.632681 9.933795 5.290572 13.662033 3.751410 6.567091 4.973717 11.775183 11.088828 5.071561 8.925460 8.558678 10.018876 5.752146 3.310747 3.047713 15.080611 8.875535 14.620213 9.463407 9.563941 8.482967 13.768929 7.909010 11.093931 11.450842 11.542505 12.943847 11.028427 11.217307 6.011189 5.462753 6.426228 11.355448 12.204566 4.755534 9.394673 12.972760 4.868746 12.131284 10.426124 5.095021 10.102999 10.202872 9.513691 7.163194 13.805939 2.725785 8.372047 11.474819 6.023468 9.585064 11.461062 6.733282 9.657510 13.043766 12.096657 8.662426 11.064729 2.140811 7.275252 10.686273 8.518036 4.886599 7.053715 5.140824 11.203883 7.239174 9.320735 8.744452 11.318703 0.26270000 0.79995000 0.34962000 0.40811000 0.59170000 0.45956000 -0.47300000 -0.01629200 0.00291330 -0.00318590 0.39346000 0.36995000 -0.01367700 1.14870000 1.09420000 -0.48176000 -0.57753000 -0.48091000 3.65690000 0.39297000 0.38419000 -0.46206000 0.35937000 -0.04061600 -0.02274400 -0.00041585 -0.00041585 0.34161000 0.65443000 0.26270000 0.34665000 0.31739000 -0.58833000 -0.03040400 -0.19425000 -0.36590000 -0.36590000 0.44545000 0.45956000 -0.48586000 0.03087300 1.32270000 0.00666530 -0.01188700 -0.44491000 -0.00318590 -0.28976000 0.83510000 -0.56376000 -0.01876500 -0.46901000 -1.29290000 -0.48659000 -0.47744000 0.00000000 -0.01691100 -0.47681000 -0.48397000 0.38419000 -0.47533000 -0.47615000 -0.46206000 0.32834000 -0.54320000 0.41346000 0.43851000 -0.05145100 -0.96121000 -0.00041585 -0.02013800 -0.02013800 -0.04156700 -0.54623000 0.67920000 -0.01477800 -0.04230100 0.25715000 -0.46854000 -0.45629000 0.09482900 -0.50360000 -0.461 0.000 -0.448 -0.456 0.384 0.384 -0.462 0.328 0.000 0.413 0.413 0.000 0.000 0.000 0.000 0.342 0.342 0.352 0.352 0.679 0.679 0.000 0.257 0.000 0.000 -0.188 -0.188 -0.486 -0.486 0.000 0.000 0.000 0.000 0.376 0.376 1.094 1.094 -0.482 -0.482 -0.452 0.000 -0.461 0.000 -0.448 -0.456 0.384 0.384 -0.462 0.328 0.000 0.413 0.413 0.000 0.000 0.000 0.000 0.342 0.342 0.352 0.352 0.679 0.679 0.000 0.257 0.000 0.000 -0.188 -0.188 -0.486 -0.486 0.000 0.000 0.000 0.000 0.376 0.376 1.094 1.094 -0.482 -0.482 -0.452 0.000 8.080405 9.234903 7.944957 5.290572 9.052218 8.524530 6.558678 7.462753 11.026522 6.664388 7.462753 7.967374 10.495075 12.028808 11.370846 11.622625 6.696795 11.116315 10.091381 8.201522 8.627319 6.095021 10.227625 2.725785 9.897915 12.325856 10.973320 9.034127 11.709630 11.562627 8.777450 4.784682 10.612501 8.524530 3.985810 3.600258 10.378633 10.105888 8.689648 4.498379 5.140824 7.135179 9.960206 7.029569 10.841699 11.353018 3.047713 12.542238 8.233583 9.049218 9.654553 9.936054 5.725788 8.165965 13.118284 7.581155 4.185216 6.453709 7.858502 11.936865 10.743988 10.226278 3.533140 10.304475 10.743524 8.678044 9.298097 10.547562 14.756800 8.809711 10.529919 7.592037 7.624641 10.488447 8.398214 9.828201 11.944553 12.865684 10.650601 11.088828 10.788734 7.710681 4.841264 7.430845 9.507148 8.750004 10.882714 11.596410 8.777958 3.600258 13.660707 11.028427 2.462759 7.740739 16.044239 8.757374 14.471182 11.048843 9.170113 7.851632 12.133764 2.140811 12.413684 11.697332 9.663407 10.857216 8.875146 10.467255 11.569447 5.948180 10.805717 13.890839 10.849478 10.212958 2.948190 12.813030 3.841269 5.621252 12.667203 15.039101 10.627661 7.412289 13.441393 9.298097 12.213963 4.664386 13.320735 9.367238 10.582732 11.541089 9.564992 11.813472 8.750004 9.988666 5.462753 9.843864 9.422756 12.834204 11.762649 5.228288 11.115957 10.574932 5.799038 11.474819 6.023468 11.461062 4.498379 10.405854 11.064729 7.882293 10.175625 10.660953 11.860428 10.972924 9.141643 10.569186 TCGA-LN-A9FP 60 0 NA 366 esophagus stage iia t2 n0 m0 female 2013 yes NA esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 2 6 2 5 5 3 5 3 3 3 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 7 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 7 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 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 7 1.366295e-05 4.126628e-06 6.85714285714286 13.3333333333333 52.9523809523809 4 22.8571428571429 8.7537148 10.0418510 10.6663697 0.9095043 11.9066593 6.6978002 10.7546562 9.9083522 5.4421705 10.0428790 3.6319424 4.2879894 7.9406989 NA 3.2879894 9.0755324 3.8354795 12.7962106 0.1724875 4.9451020 6.6319453 12.0796553 11.1574074 3.9094755 9.3449419 6.4455330 8.8259564 4.7956423 6.2599767 8.0933632 14.5437691 10.9886980 12.9449381 7.2238135 8.6590140 8.7272820 12.5932640 4.3949051 10.6005254 11.5781149 11.2112047 12.2217956 11.0632852 11.6197697 6.3086503 4.0794037 6.4762958 11.9337885 11.3987639 7.1228270 9.2696686 12.4990992 7.2705467 12.6677863 8.8535887 9.1846733 9.7668388 10.6015722 11.2234966 10.3989264 13.0200284 NA 9.3120657 11.1550325 8.6057521 8.6536408 11.2506651 7.0138162 10.0397930 13.4903979 13.6736880 11.0405651 11.0989881 4.1421438 3.1111148 13.3139828 9.2879914 -1.0904957 4.5648293 1.3948982 9.2775496 9.2421878 8.5212424 10.8411038 9.7837112 0.1452200 0.1017600 0.1017600 0.0629370 -0.0276390 0.4710100 0.0472680 -0.0297450 -0.0180780 -0.0180780 3.6569000 0.0700990 -0.1134200 -0.0402090 -0.0402090 -0.1137300 0.0244080 0.0024969 1.9277000 0.0647970 0.0428790 0.0066653 0.2160600 -0.1170400 0.0467000 -0.0227440 -0.0227440 -0.0557690 0.0258120 -0.0863650 0.1017600 0.1017600 0.0629370 -0.0276390 -0.1030000 -0.1022400 -0.1022400 0.0520990 0.4710100 0.0472680 0.0472680 -0.0434610 -0.0677260 -0.0180780 -0.0180780 -0.0180780 0.0700990 0.0699560 -0.1134200 -0.0402090 -0.1052600 -0.1052600 0.0583670 -0.0230890 -0.0230890 -0.0230890 0.0024969 -0.1052600 0.0428790 0.0066653 0.0066653 0.0066653 0.2160600 0.1837400 0.0000000 0.0000000 0.0467000 0.0324220 -0.0227440 -0.1046000 -0.1046000 -0.1046000 -0.0557690 0.0629370 0.0043021 -0.0936670 -0.0478010 0.0043021 0.0043021 0.0043021 0.0227870 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.216 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.000 0.000 0.000 0.000 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.216 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.000 0.000 0.000 0.000 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 0.000 0.000 0.000 12.534001 11.824164 -0.412539 1.909466 7.401333 7.164980 6.414100 6.439301 9.804298 9.130584 7.992693 7.130584 8.005404 9.872376 10.238603 12.453961 6.789823 10.574105 10.017481 6.958239 7.716036 6.287991 10.926010 NA 8.504178 12.420738 10.766217 8.678987 11.348816 10.752459 8.174391 4.777378 9.745530 7.164980 6.042467 NA 10.526764 10.093363 9.256437 5.172516 10.145341 9.503431 10.155508 12.810573 10.221455 10.282780 NA 11.833253 8.180009 8.518289 9.416482 10.640459 5.620973 6.642834 12.147885 7.562110 NA 7.579074 9.266152 12.7925813 10.5355539 10.7546562 0.1724875 10.2237232 9.6407989 7.0592266 9.4563049 10.4933148 13.2699429 5.5182896 10.6839375 7.4013327 9.1440578 11.6932966 8.6829490 8.8235660 12.0131611 15.5576206 8.6576729 11.1574074 10.5116219 7.0304950 8.0551571 9.4013329 7.3590414 8.5004412 11.4781960 10.9836213 8.1593042 3.8729568 11.8196729 11.0632852 1.7574927 8.3052282 15.8717783 9.4770558 13.9118378 9.2448702 8.9505915 5.5875510 12.6286975 3.3949119 13.0838157 12.0059315 9.2635089 12.4930328 9.2190472 11.5326297 12.4683788 7.0469832 9.9179085 11.9804514 10.1790741 10.5662622 NA 12.3040497 4.3424410 7.381968 11.906659 14.117359 9.878147 9.532264 11.990431 9.456305 11.926288 3.631942 12.498663 12.198692 10.059227 10.075794 8.640120 12.315579 8.500441 10.093363 4.079404 9.718122 10.633653 12.585437 10.236808 7.898165 10.037732 9.243083 9.473248 11.155033 8.605752 11.250665 7.022180 5.394905 11.098988 8.391683 9.790900 10.547554 11.081657 10.358628 8.723261 12.160962 TCGA-LN-A9FQ 62 0 NA 391 esophagus stage iia t3 n0 m0 male 2013 no NA esophagus squamous cell carcinoma NA r0 NA asian not hispanic or latino 3 4 3 4 4 3 4 3 2 3 4 0 0 0 5 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 7 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 5 0 0 0 0 0 0 0 0 0 7 0 0 0 4.854856e-06 1.491134e-06 15.5913978494624 5.91397849462366 51.6129032258064 8.60215053763441 18.2795698924731 2.1031619 11.5757597 9.8252977 NA 11.7450597 7.7076746 10.5030377 9.5345642 5.0848594 11.9402896 3.9876665 2.1031619 8.2715298 NA NA 9.5662373 NA 13.1398912 1.9073137 4.4027085 0.9876847 12.1423824 11.4972798 0.9876847 9.6357276 3.9262652 7.8163354 8.5315136 4.1031451 4.6881076 15.1279403 10.0456614 13.4519385 8.9193231 7.7042032 8.1289424 13.0432346 8.8152770 10.7522649 11.6117691 12.2444681 12.3473278 10.7646510 10.9949306 6.9065335 7.5925318 2.8621340 10.8819822 11.2619760 6.5826162 8.8824875 13.3408271 3.7246394 12.7879630 9.4841841 4.9725640 9.1963105 10.2462357 10.0551041 6.7110461 13.9035180 NA 10.9829658 11.2481973 12.4336329 8.5974641 11.5400186 3.6506382 9.0733634 14.5089225 12.1682005 9.5448144 10.4526102 0.9876847 4.3334452 10.5454525 10.3853443 NA 4.4027085 -1.5972778 11.0454359 7.4821916 7.7864114 10.4016502 10.4798367 -0.501390 1.113500 1.754500 2.652900 0.174270 1.201200 0.346860 0.747140 -0.121090 -0.089529 0.340030 0.327090 -0.740170 3.656900 1.619300 0.187320 0.187320 -0.247480 -0.207560 -0.016665 -0.105880 0.334200 0.512160 -0.101670 -0.125990 2.135400 -0.559240 0.111730 0.274940 -0.501390 -0.553140 1.754500 -1.292900 0.174270 -0.587770 -0.570090 -0.570090 1.201200 1.201200 -0.137640 -0.252820 -0.572160 -0.542670 -0.586920 -0.089529 -0.089529 0.327090 0.302070 -0.815980 -0.480570 1.170300 -1.292900 -0.580850 -0.549720 0.302700 0.297600 -0.326200 -0.255270 -0.244440 0.290730 0.331800 0.334200 0.000000 -0.101670 0.158800 -0.762330 -0.125990 -0.126380 -0.575230 -0.565320 -0.550630 -0.560340 0.111730 0.284150 -0.572860 -0.572860 1.182000 -0.201580 -0.105990 -0.105990 0.190560 -0.550 0.145 -0.208 -0.208 -0.244 -0.244 0.334 0.000 -0.102 0.167 0.617 -0.126 -0.126 -0.559 -0.559 0.112 0.112 0.688 1.113 0.291 0.291 -0.573 0.336 0.315 0.315 -0.570 0.631 -0.120 -0.120 0.238 -0.509 0.000 0.000 0.340 0.340 -0.373 0.367 0.311 0.311 0.166 0.272 -0.550 0.145 -0.208 -0.208 -0.244 -0.244 0.334 0.000 -0.102 0.167 0.617 -0.126 -0.126 -0.559 -0.559 0.112 0.112 0.688 1.113 0.291 0.291 -0.573 0.336 0.315 0.315 -0.570 0.631 -0.120 -0.120 0.238 -0.509 0.000 0.000 0.340 0.340 -0.373 0.367 0.311 0.311 0.166 0.272 7.0927054 10.4657651 7.0961944 5.5216475 7.2944912 7.5345644 6.5925318 5.7425560 8.9331135 5.7246366 8.3956455 6.2481970 9.7341841 8.6303232 9.6630387 13.0015739 9.1627201 10.1877509 9.9452555 10.0247590 8.5218430 4.0751304 8.4027073 NA 9.6054432 10.9508067 11.8005155 9.8472044 11.9014617 10.4209074 8.3583571 3.4901722 11.2944909 7.5345644 3.7832995 -0.5972778 11.0766787 8.6950288 8.2699860 2.5726229 7.3304849 7.3245478 9.1323280 9.5151467 11.0084182 10.7285748 -1.5972778 12.2469226 9.8774271 9.4347529 9.2922112 10.9890779 5.2100615 7.8497904 13.1365170 7.6936013 NA 4.5524570 9.4532361 12.2653446 10.4002396 10.5030377 NA 10.3182132 6.7155900 8.4388808 9.8834924 10.0123477 13.0056380 8.1203836 11.6817373 8.5587903 9.4299220 10.5568924 8.7602592 9.0795459 12.1642584 12.2865571 8.2164883 11.4972798 10.4447085 8.4195153 5.5319896 6.8247717 9.5171003 9.2188908 10.5860325 12.1271145 9.0109619 4.6881076 11.8658484 10.7646510 4.7950240 5.9876688 15.0071756 8.1391093 13.5088203 9.9791915 9.3699334 7.1708915 11.3404488 -0.5972778 12.7048392 11.6524133 9.9144599 10.5396984 9.5987192 10.3998867 11.9179143 6.7993114 10.8271360 12.2859213 10.7246353 10.7001967 1.9876847 12.7391440 3.2606881 1.724650 11.745060 13.759941 10.346321 7.692726 11.259716 9.883492 11.671980 3.987666 13.020863 10.050166 10.131903 10.280693 8.788570 13.428106 9.218891 9.036611 7.592532 9.959213 10.027503 12.564233 10.147961 6.397060 9.679117 9.888537 7.916435 11.248197 12.433633 11.540019 6.655373 7.345222 10.452610 8.227666 10.412186 11.650783 10.478855 10.234410 8.693832 10.547047 TCGA-LN-A9FR 70 0 NA 373 esophagus stage iib t2 n1 m0 male 2013 yes NA esophagus squamous cell carcinoma NA r0 1 asian not hispanic or latino 3 5 4 4 3 3 5 3 4 3 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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 5 0 0 0 3.918562e-06 8.669386e-07 17.7304964539007 5.67375886524823 52.4822695035461 12.7659574468085 11.3475177304965 1.2268784 10.7353852 10.0098458 -0.1882002 12.4452595 7.7268128 10.2130416 9.1254491 3.9344788 12.2711563 3.8118101 1.8117998 7.7366225 NA NA 9.4070986 NA 13.4202752 0.2268784 4.5666995 -1.7729983 11.3675176 10.6690136 -1.7729983 9.0454299 4.6697921 8.0613188 6.0981985 3.5843973 NA 13.9844199 9.9098422 13.4342818 8.7113686 7.8975036 8.0082235 15.1996928 7.5214685 10.6309247 11.0831097 11.2098412 13.3529874 10.8970612 12.6158739 4.7660067 2.3143195 1.8117998 10.2783965 11.9324368 7.6127100 8.5076183 12.6231152 2.9817431 13.2153992 8.5105031 7.0082079 9.0918075 9.8908504 10.1209075 5.9883984 13.7220468 NA 10.0522039 10.8371804 8.3314464 8.9389103 11.3230686 3.2712464 9.4747751 13.4530716 12.2336996 9.7126769 10.3283047 NA 4.1094943 11.7689121 10.8890709 -0.2371835 4.9272897 NA 10.5434120 8.0989685 9.5499023 8.6604331 9.8058759 -0.048072 0.252300 0.270960 0.159500 0.159500 0.287700 -0.361470 1.024800 0.393130 0.011818 0.382440 -0.047936 -0.472790 0.203200 0.836280 -0.367930 0.247780 0.191620 0.364610 0.044536 0.185250 -0.177400 0.302820 -0.322730 -0.048072 0.213450 0.213450 0.821380 0.190040 -0.048072 -0.363400 0.270960 0.159500 -0.352590 -0.694230 -0.372000 -0.362380 0.287700 0.287700 -0.361470 -0.361470 -0.365420 -0.357830 -0.507840 -0.365560 0.000000 -0.047936 -0.047936 -0.477230 -0.472790 -0.397860 -1.014700 -0.699650 -0.699650 -0.217110 -0.238630 -0.375160 0.254640 0.185250 -0.196030 -0.177400 -0.177400 0.279260 -0.320770 -0.365560 -0.040480 0.275840 0.499600 0.213450 0.213450 -0.430610 -0.430610 -0.108800 0.034113 -0.342510 -0.376210 0.088113 -0.359880 -0.359880 0.195120 0.195120 -0.700 -0.239 0.192 0.192 0.000 0.000 -0.177 0.279 -0.321 -0.325 0.000 0.276 0.500 0.213 0.213 0.127 0.236 0.252 0.252 0.000 -0.376 -0.358 0.000 0.160 0.160 -0.362 -0.075 -0.361 -0.361 0.178 -0.179 0.000 0.000 0.382 0.000 -0.238 0.203 -0.120 0.248 -0.165 0.195 -0.700 -0.239 0.192 0.192 0.000 0.000 -0.177 0.279 -0.321 -0.325 0.000 0.276 0.500 0.213 0.213 0.127 0.236 0.252 0.252 0.000 -0.376 -0.358 0.000 0.160 0.160 -0.362 -0.075 -0.361 -0.361 0.178 -0.179 0.000 0.000 0.382 0.000 -0.238 0.203 -0.120 0.248 -0.165 0.195 7.399275 8.823969 4.619166 6.526056 6.361274 7.582198 5.282128 3.133744 9.713180 6.335372 8.389239 6.127714 9.699031 9.046228 10.381033 13.483683 5.259389 11.548776 10.072730 9.420373 8.334091 3.750414 10.344491 NA 8.553277 9.675480 13.655698 9.346437 12.119575 9.986320 8.568922 2.548782 8.641533 7.582198 3.563488 -1.772998 10.773742 8.801441 7.229663 2.981743 5.370893 8.903686 9.665640 9.271242 10.960287 10.870027 NA 12.065264 8.600800 7.406757 8.869802 10.207344 1.811800 7.909842 12.544967 7.401973 NA 6.163485 10.850958 11.829082 10.435692 10.213042 -1.772998 9.431419 8.042231 8.024509 9.576112 10.368635 13.218104 8.109491 12.732721 7.416673 11.234225 10.230717 8.787180 9.135991 11.314808 13.760603 10.492463 10.669014 11.164589 7.644700 5.260270 7.935931 7.806164 10.175215 10.561400 12.484162 9.837411 4.335369 12.213845 10.897061 4.856204 6.431419 15.297594 9.851643 13.354237 10.660433 9.160538 6.335372 12.179589 1.548782 13.279284 11.667457 9.570589 9.377864 9.536216 10.441774 13.045580 4.927290 10.187212 12.086336 10.075079 10.177039 1.396762 12.837584 1.686299 0.8117998 12.4452595 14.0754845 9.4818761 6.8778988 11.7461153 9.5761122 11.3119881 3.8118101 14.4604486 9.6954716 10.4637587 11.0250764 7.6614760 11.6055489 10.1752148 9.0478244 2.3143195 10.3386353 9.6415328 11.8576835 10.6359734 3.7814332 9.5041349 10.3829307 8.0016345 10.8371804 8.3314464 11.3230686 6.4265197 3.7504136 10.3283047 7.6234521 10.1110181 11.5693390 10.4747751 10.3509689 9.0382224 9.7076378 TCGA-M9-A5M8 58 0 NA 1007 esophagus stage iia t3 n0 m0 male NA no NA esophagus adenocarcinoma, nos 50 r0 0 NA NA 1 2 2 2 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 5 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 0 0 0 4 0 0 0 4 0 0 0 0 0 5 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 2.358073e-06 7.975835e-07 35.1063829787234 5.31914893617021 30.8510638297872 11.7021276595745 17.0212765957447 3.15296217 11.05081408 10.24081029 7.33429832 12.26801231 7.08532692 10.88864554 10.08370602 5.08708090 9.02068859 8.74649316 NA 8.42242939 -1.65426300 NA 9.95252781 1.66752885 12.52125994 0.34562346 3.90020024 -1.65426300 12.43663581 17.93498691 -0.65449008 9.36936811 5.62173835 8.85637790 5.60789544 -1.65426300 8.73147619 14.15733962 10.16219745 15.96535786 8.92674845 8.49916583 8.21445173 14.78346331 8.91546921 10.64252992 12.50925869 11.17593085 12.94256051 11.45935590 13.00560962 2.25250649 -0.65449008 8.89828274 10.71056909 12.38321903 3.86918048 9.05985925 11.82219669 1.34562346 12.49647164 8.68698788 1.93058596 10.30090036 9.46779464 9.67820979 5.15297028 14.11663886 NA 8.99935459 11.12553823 4.55506762 8.31092174 11.89142287 -0.06945188 9.58043119 12.64374792 11.12019491 7.00025020 9.23435689 0.66757427 2.80504476 12.20999336 10.69434187 NA 6.52552238 0.34562346 10.92681434 4.63101695 8.90020265 7.51553900 10.93531167 -0.0388500 0.0179630 0.0179630 0.0045800 0.0242680 0.0619370 0.0372170 -0.3432000 0.0331270 0.7709900 -0.0212350 -0.6384000 0.0169850 0.0169850 0.0262330 -0.6517400 -0.0023553 0.0168450 -0.0232920 0.0109820 0.0373590 0.0031910 -0.6452800 0.6428600 3.6569000 0.0516720 0.0609650 -0.0877120 -0.2281000 -0.0388500 -0.6185300 0.0179630 0.0045800 0.0242680 -0.6345300 -0.6345300 -0.6345300 0.0467000 0.0619370 0.0372170 0.0424490 0.0424490 -0.6526900 -0.6495900 0.0543760 0.0425900 -0.6384000 -0.6384000 0.0169850 0.0169850 -0.6517400 -0.6517400 0.0058309 0.0058309 0.0058309 0.0000000 0.0168450 -0.0379740 -0.0081624 0.0031910 0.0031910 0.0031910 -0.6452800 0.6362700 -0.0383060 -0.0924780 -0.7123000 -0.0169790 0.0609650 -0.6277000 -1.1004000 -0.6312100 -0.0877120 -0.0272610 -0.6259800 -0.6534200 -0.0682610 -0.1634500 -0.1634500 -0.1634500 -0.1634500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.645 0.643 0.000 0.000 -0.695 0.000 0.000 -0.628 0.000 0.000 0.000 0.000 0.000 0.000 -0.670 0.000 0.000 0.000 -0.635 0.000 0.000 0.000 -0.644 -0.644 0.000 0.000 0.000 -0.564 0.000 0.000 -0.649 0.000 -0.163 -0.163 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.645 0.643 0.000 0.000 -0.695 0.000 0.000 -0.628 0.000 0.000 0.000 0.000 0.000 0.000 -0.670 0.000 0.000 0.000 -0.635 0.000 0.000 0.000 -0.644 -0.644 0.000 0.000 0.000 -0.564 0.000 0.000 -0.649 0.000 -0.163 -0.163 8.2939810 12.0022621 3.8691805 5.7968235 6.8172894 7.9268143 5.5840184 10.2932507 9.2373974 5.6943426 3.6675402 5.9822384 9.3477254 6.6630258 8.5167905 12.2821597 11.0381355 12.3879486 11.6038853 9.0224524 9.3583780 4.5155359 7.6720434 7.0286078 9.1758280 10.9185507 12.2419461 6.3286067 11.7757213 10.7833658 7.1137984 1.5155611 11.0818042 7.9268143 7.0550763 NA 12.0387740 9.9745148 7.5452858 0.6675743 4.9603217 5.6310169 9.8881619 7.4902717 10.7325540 10.7187508 -1.6542630 11.4479175 9.0512462 12.0024855 8.7634664 9.8949170 3.4330796 5.7968235 13.0189228 7.5922358 2.1529622 6.3845334 10.2190579 12.78213008 9.88912898 10.88864554 NA 10.69018703 9.59709610 9.35753969 10.05123314 10.73416927 12.66443895 8.16419596 11.20495439 8.56114663 13.29676182 10.80555760 7.61474076 9.66866856 11.98133184 10.75654732 12.87388468 17.93498691 10.77789465 9.38384683 6.50043241 7.27042616 10.40191275 8.82033376 11.33483081 11.93877140 9.01378968 1.15296217 12.23768214 11.45935590 -1.65426300 8.97223542 16.00166689 9.73632007 12.94145396 9.76346619 13.88495431 9.70206565 11.61371705 1.51556108 13.06850716 12.38530392 10.02377362 10.36346602 11.15481311 10.90833317 12.51968114 9.41237571 10.28298750 11.94210865 9.95986345 10.95571579 -0.06945188 13.04881437 NA 1.1713990 12.2680123 14.6070276 10.5834212 6.6448210 11.3978421 10.0512331 11.8545227 8.7464932 15.2564087 7.7718783 7.0250941 10.3088711 8.3484285 11.0360483 8.8203338 10.6793282 -0.6544901 9.3920557 10.3128400 12.7232988 10.6476814 4.0460544 10.7081056 10.0127252 5.1657914 11.1255382 4.5550676 11.8914229 4.8213480 -1.6542630 9.2343569 7.1689809 10.4234309 11.8557597 10.4495571 10.6405216 9.2517527 10.9977865 TCGA-Q9-A6FU 57 1 157 NA esophagus stage iiib t3 n2 m0 female 2012 no NA esophagus squamous cell carcinoma 53 rx 4 white not hispanic or latino 3 4 4 5 3 3 6 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 7 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 0 0 7 0 4 4 0 0 6.311313e-06 1.595167e-06 14.0425531914894 3.82978723404255 36.5957446808511 9.36170212765957 36.1702127659575 -2.2743897 10.4264624 10.3018374 0.3105728 12.6208805 8.2170116 9.9862148 9.8743836 5.4518079 9.5281056 8.9423350 0.8955353 7.5913226 -1.2743897 1.4260500 8.4304266 3.2174479 13.8463830 0.4371212 3.8548734 -1.2743897 11.6086143 11.7121424 2.8130526 9.2753740 4.2954439 8.8308432 7.6936082 NA 1.5329652 14.1091248 9.2471896 14.3541396 8.3836131 7.5804576 9.0559516 15.0390215 11.6838701 11.3575620 12.0902088 11.8948096 12.6536449 11.9962496 13.8361745 2.2491419 4.3838010 6.4294921 10.4537223 12.1219030 5.6324805 8.1706041 12.6863935 3.9154157 12.4942388 9.2898912 3.0109946 9.3662861 10.6367940 9.8638610 6.5710791 14.1219766 NA 7.9532053 11.0684972 5.4398359 8.7014371 9.5329442 3.7699833 9.4674776 12.7528905 11.1079431 9.0732105 10.0356766 NA 4.6082297 13.1715417 10.6036402 NA 5.8904953 NA 10.6238127 5.9054977 8.9453628 10.2101604 10.3442684 0.0383470 0.0383470 0.0383470 0.0051359 -0.0198630 1.5067000 -0.0782780 2.9109000 0.0155870 0.0134920 3.6569000 -0.0140610 -0.7028000 0.0577960 0.0558000 -0.7058700 0.0291840 0.0321400 0.0321400 0.0193630 0.0193630 -0.0585050 0.0372360 0.0516720 0.0203430 -0.6977600 -0.6977600 -0.0110600 -0.0167040 0.0383470 0.0383470 0.0383470 -0.8144100 -0.0198630 -0.0776110 -0.7251700 -0.7251700 0.7134000 0.8098600 -0.0847930 -0.0794760 -0.7105100 -0.7139900 -0.7172900 0.0134920 0.0134920 -0.0313590 -0.0246610 -0.7028000 0.0577960 -0.7058700 -0.7058700 -0.0419740 -0.0419740 -0.0419740 -0.5156800 0.0321400 -0.7140800 0.0000000 -0.6551000 -0.0585050 -0.0585050 0.0372360 -0.7111400 -0.7309100 0.0817550 -0.7252600 -0.6929600 -0.6977600 -0.6977600 -0.6977600 -0.7151100 -0.0110600 0.0577960 0.0201820 0.0459910 0.0211830 -0.1129500 -0.1129500 -0.7427300 -0.0772120 0.000 -0.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.708 -0.708 -0.693 -0.693 -0.698 -0.698 0.000 0.000 0.000 0.000 0.000 0.000 -0.713 0.793 0.000 0.000 1.507 1.507 0.000 0.000 0.310 -0.404 0.000 0.000 -0.599 0.000 -0.703 0.000 -0.706 0.000 0.000 0.000 0.000 -0.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.708 -0.708 -0.693 -0.693 -0.698 -0.698 0.000 0.000 0.000 0.000 0.000 0.000 -0.713 0.793 0.000 0.000 1.507 1.507 0.000 0.000 0.310 -0.404 0.000 0.000 -0.599 0.000 -0.703 0.000 -0.706 0.000 0.000 0.000 7.84841701 10.32503724 5.40506996 0.72561029 7.40858365 8.44240860 3.67978409 8.30396199 9.11360648 6.63248053 8.64221527 6.20536905 10.07099448 7.94596756 11.05552567 12.81205722 9.33028612 12.29396105 9.20688420 9.60517243 7.94052738 3.60822968 10.35744831 0.04753839 8.37932984 8.78222704 12.82320990 9.11844331 11.48999538 11.47556337 8.15394919 3.85487337 6.76176263 8.44240860 2.64779801 NA 11.06780285 9.46199116 6.90549772 1.04753839 4.58356722 10.05089467 9.33014245 7.08753285 10.45138155 9.88356767 NA 11.78864717 8.78358106 10.58143100 10.72294514 9.78222687 6.70858318 8.38736728 14.76482960 7.65923529 NA 6.01099238 8.81371483 12.27242343 10.34580906 9.98621480 -2.27438971 9.93808565 7.55372605 8.66296311 10.21368045 10.04864394 10.32917619 8.62267819 12.39025872 7.43811650 8.89926628 10.38402390 8.64296144 8.34029922 11.91657133 17.98918220 11.82123351 11.71214237 11.18463655 8.63773014 5.95440805 7.14344138 7.64891693 9.43424207 11.75685967 13.02028177 9.14554933 2.48047195 12.44273011 11.99624958 3.95441037 6.87024757 15.33289180 9.41994712 13.34417548 9.70501440 9.12860118 5.84453128 12.51466433 2.11789448 13.18203927 12.10801060 9.43381096 11.47493492 8.93829844 10.24079622 12.92453299 8.33199446 10.39911917 11.44913394 9.68377943 9.54616714 0.04753839 12.81636329 -2.27438971 0.534958 12.620880 15.039613 9.115221 6.841933 11.596339 10.213680 12.669478 8.942335 13.993144 8.600570 7.201323 10.449060 7.980618 11.827073 9.434242 11.023938 4.383801 9.493774 9.123799 12.545818 11.984155 4.844531 10.108483 10.779685 5.742397 11.068497 5.439836 9.532944 8.062096 7.935042 10.035677 7.431222 10.219195 11.276456 11.224314 10.918190 8.874701 10.878033 TCGA-Q9-A6FW 61 0 NA 238 esophagus stage iiib t3 n2 m0 male 2013 no NA esophagus adenocarcinoma, nos 75 rx 3 white not hispanic or latino 1 2 3 3 6 2 1 2 3 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 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 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.074219e-06 2.011297e-06 32.5757575757576 2.65151515151515 30.6818181818182 22.7272727272727 11.3636363636364 0.66566564 9.62855654 10.35005849 5.75312313 11.76211220 7.20283202 8.70348212 9.56169024 6.34187192 8.80521183 7.72959491 -1.65608057 8.00906831 -1.65608057 NA 9.66186858 1.15107947 13.37557536 -0.07126964 2.86730345 NA 12.09203016 13.00032492 1.92869247 9.48520099 6.45225772 9.00817984 9.90926773 3.43119503 2.34372049 14.18234551 9.26557332 14.02301984 7.53848928 8.47430300 8.48844150 13.85090768 13.07939426 10.04547205 12.23771649 10.79880275 12.44898626 11.07526367 11.54769216 3.34373470 -0.07126964 6.64751311 10.23817136 11.49445556 3.51365497 8.64294051 12.21473960 3.15107947 11.41871013 8.10420297 0.66566564 9.54279122 9.04156881 8.75947412 5.65661649 14.19645703 NA 8.10028861 10.57944757 4.98758919 8.60347576 11.58273423 3.34373470 10.34302789 12.51326605 11.39647030 8.43252060 10.01747434 1.51364233 1.80314436 12.23930775 9.92963390 NA 6.09192616 0.92873036 9.93197862 5.69254995 8.40172432 11.28551371 10.25807272 -0.0249350 -0.0762780 -0.0037395 0.2698500 0.2698500 0.0358770 0.2468400 -0.0242510 -0.0143660 -0.0143660 0.7802200 0.6873800 -0.3934100 -0.3934100 0.0496820 0.2209900 0.0196430 0.2466200 0.2466200 -0.1140400 -0.1140400 0.3196400 -0.0193140 0.2537100 0.8892600 -0.1305700 2.1070000 0.0023581 0.0356650 -0.0249350 -0.0762780 -0.0037395 0.2698500 0.2698500 -0.1813100 0.0358770 0.0358770 0.0358770 0.0358770 -0.0506410 0.0296060 -0.3918500 -0.0242510 -0.0143660 -0.0143660 -0.0143660 0.4823400 -0.4439400 -0.3934100 -0.3934100 0.9277800 -1.0129000 -0.3292500 2.1488000 0.0252500 0.0252500 0.3249500 -0.3113200 -0.1140400 0.3196400 0.3196400 0.3196400 -0.0193140 0.2537100 0.0000000 0.0000000 -0.3897300 -0.3740300 -0.1305700 -0.3154100 -0.3154100 -0.7686000 0.0023581 0.0401850 -0.4838600 -0.1615400 0.0823320 0.0499660 0.0427120 -0.6099900 0.0356650 -0.329 0.000 0.247 0.247 -0.114 -0.114 0.320 0.000 0.254 0.000 0.000 -0.356 0.000 -0.315 -0.315 0.000 0.000 0.000 0.000 0.000 0.000 -0.162 0.000 0.000 0.237 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.780 0.102 -0.380 0.000 0.000 0.000 0.000 0.000 -0.329 0.000 0.247 0.247 -0.114 -0.114 0.320 0.000 0.254 0.000 0.000 -0.356 0.000 -0.315 -0.315 0.000 0.000 0.000 0.000 0.000 0.000 -0.162 0.000 0.000 0.237 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.780 0.102 -0.380 0.000 0.000 0.000 0.000 0.000 9.1884383 8.8819215 8.2920998 5.8113374 8.0493650 8.0952767 4.7699991 8.3138385 8.8525176 5.4311950 5.4934808 6.7187712 8.5916600 8.2700285 8.8255319 12.9641241 11.5078427 11.2633407 11.5702952 11.2160226 9.2808561 4.5531885 8.2355160 2.8031650 8.5256054 10.8323258 11.5293822 6.1510876 11.9065473 10.5483036 7.5531861 3.0986217 13.4987878 8.0952767 4.6291351 -0.6563079 11.5380276 10.1115031 8.3507598 1.3437489 6.6291351 8.8415842 9.0380904 8.1655065 11.4618624 10.7578892 4.8983196 12.7829140 9.9310412 12.1967496 10.2332364 9.6628400 6.2506225 8.6735289 13.5624849 7.9849351 NA 4.4098186 9.8653329 12.12785607 10.02672704 8.70348212 NA 9.24836714 11.08604192 7.40442803 10.44438827 10.06269338 12.80252353 7.26259571 11.53154843 7.70348212 12.29811055 10.17503975 8.58333103 8.51990550 11.49585882 11.53873704 12.86170936 13.00032492 10.45812553 8.54094905 5.86729357 7.62218217 10.56229567 9.21101122 10.80980896 10.85721335 9.10943291 4.04417551 12.32369347 11.07526367 -1.65608057 9.24686123 16.14089285 10.04503895 13.84544527 9.17899343 13.92231155 7.19860121 12.16091600 1.66566564 12.99343380 12.10580302 9.22713938 10.47623221 10.73607674 9.41452436 13.18224703 8.32815071 10.02233258 12.43013078 10.09192537 10.60905451 NA 12.84108537 -0.07126964 2.99448921 11.76211220 14.00878796 10.10694486 7.05453920 11.25418780 10.44438827 11.70855111 7.72959491 13.44295698 9.11769582 9.17107519 9.72823023 8.73604976 11.29246469 9.21101122 9.77940272 -0.07126964 10.09569489 10.31455741 12.60758850 11.06867256 4.86729357 11.16610413 11.86471939 5.00194182 10.57944757 4.98758919 11.58273423 5.34373115 2.04418426 10.01747434 6.64293979 10.04850077 10.73336383 10.65944814 9.71496462 7.85943229 10.17107519 TCGA-R6-A6DN 58 1 244 NA esophagus NA NA NA NA male 2011 NA NA esophagus adenocarcinoma, nos 8 NA NA white not hispanic or latino 1 2 NA NA 1 1 2 1 1 1 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4.265338e-06 1.179036e-06 32.9113924050633 5.69620253164557 38.6075949367089 15.1898734177215 7.59493670886076 NA 10.3167211 9.3072928 3.6214893 11.3553556 7.7050891 8.4002271 9.4397555 5.4975677 8.2782752 10.1053087 NA 7.7362761 NA NA 9.5556082 NA 12.8526012 -0.1154412 0.8845588 NA 11.8220236 11.9016836 -1.7004037 8.7994105 6.9755213 7.8309461 0.2995963 3.1069178 -0.7004037 14.7102645 9.3466886 13.5806475 10.8173596 7.2124536 7.8484251 11.9682282 -1.7004037 10.1133459 11.3457611 11.2152574 12.9989203 11.0933712 11.1793394 -0.7004037 NA 4.4694888 9.7548920 11.3096819 3.1069178 8.5102360 11.0349515 NA 11.6503658 10.1337908 NA 9.2206618 8.5895837 7.0138106 5.3329871 13.0567464 NA 7.8713176 10.5849669 1.2995377 9.3121893 11.2047637 0.2995963 9.8812360 12.5065790 10.6865050 4.9577753 9.7769082 NA 5.1450538 11.3391692 11.6269770 NA 7.4365558 NA 10.1645246 4.2303029 4.5283838 8.8665702 9.6827776 1.17990000 1.91770000 0.03566500 -0.04386500 0.00000000 0.62606000 -0.51208000 -0.10880000 0.12579000 3.65690000 0.57576000 1.58160000 -0.23973000 -0.00761010 1.64270000 -0.01050800 3.65690000 0.88246000 3.65690000 0.95713000 0.05309400 0.52503000 0.53134000 -0.06558100 0.45751000 -0.54975000 -0.01503600 -0.19082000 0.10833000 -0.67417000 0.20412000 0.02006300 -0.02452400 -0.62741000 0.05096400 0.05096400 -0.56475000 0.69933000 -1.05800000 -0.27504000 -1.29290000 -0.53490000 -0.04482200 0.65995000 -0.44264000 -0.47860000 0.49407000 1.53070000 -0.23973000 -0.23973000 -0.04338000 -0.01050800 1.77850000 1.54490000 0.54930000 -0.00097017 -0.04333100 -1.18320000 0.00872950 -0.05482500 -0.05482500 -0.05482500 0.53134000 0.46961000 -0.71764000 -1.29290000 0.45751000 0.96432000 -0.01503600 -1.05010000 -0.56694000 -0.56694000 -0.26649000 0.46502000 -0.11535000 -0.75685000 -0.38022000 -1.29290000 0.09455600 0.11213000 0.11052000 1.545 0.549 0.000 0.000 0.904 0.000 0.000 0.462 0.000 -0.654 0.000 0.458 0.458 0.000 -0.552 -0.191 -0.191 -0.477 -0.477 0.978 1.167 -0.794 -0.399 0.476 0.476 0.000 0.568 -0.530 -0.530 0.000 0.000 0.000 0.000 1.582 1.582 -0.232 0.000 0.000 0.000 -1.293 -1.293 1.545 0.549 0.000 0.000 0.904 0.000 0.000 0.462 0.000 -0.654 0.000 0.458 0.458 0.000 -0.552 -0.191 -0.191 -0.477 -0.477 0.978 1.167 -0.794 -0.399 0.476 0.476 0.000 0.568 -0.530 -0.530 0.000 0.000 0.000 0.000 1.582 1.582 -0.232 0.000 0.000 0.000 -1.293 -1.293 7.668071 10.317069 7.360261 2.469495 7.481959 7.373706 4.182208 6.616977 8.985190 5.157545 4.428846 6.975521 10.144270 8.739396 10.542143 11.723469 7.476461 10.307993 10.692955 7.799411 7.596068 5.767170 6.349413 NA 9.283271 10.916343 12.585473 6.621492 11.988004 10.478230 8.661508 2.943415 10.856310 7.373706 4.114625 NA 11.213950 9.598773 3.791418 1.299538 4.971990 4.603347 8.806368 7.276845 10.010802 11.507037 NA 12.910532 8.517523 11.411678 8.279704 9.637187 -1.700404 7.556953 12.471602 7.797636 4.528384 7.037657 9.543334 12.364728 9.889684 8.400227 NA 10.285762 10.043137 9.225119 10.222892 11.158323 14.505780 8.394962 10.958892 7.132454 9.001738 9.782373 8.262461 8.097226 11.362791 11.097392 10.716362 11.901684 10.448041 8.907820 6.423686 7.067749 10.372702 8.926186 12.384456 12.029185 9.355281 1.884520 12.046499 11.093371 -1.700404 6.547491 15.109558 7.668071 12.640110 10.477296 11.182590 13.280864 11.889684 NA 13.031573 11.933809 9.479474 6.982559 9.002378 8.967563 14.150362 4.206456 10.684348 12.352229 10.805624 9.412004 1.469469 13.196985 4.509018 1.5291713 11.3553556 13.7594241 9.3843730 5.9142751 10.6408055 10.2228922 12.2240989 10.1053087 13.0022244 7.0206644 8.1434858 11.0283334 9.0759978 10.5540028 8.9261863 9.4015404 NA 9.8113174 10.0206639 12.3851202 11.0700222 0.8845588 10.1296837 9.8479050 4.1575450 10.5849669 1.2995377 11.2047637 1.1069513 3.7589960 9.7769082 6.9398096 9.5976273 11.1381778 10.7788398 9.5433337 8.6349551 11.4291697 TCGA-R6-A6DQ 74 1 231 NA esophagus NA NA NA NA female 2010 NA NA esophagus adenocarcinoma, nos NA NA NA white not hispanic or latino 1 2 NA NA 1 1 1 2 1 2 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 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 4 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4.09195e-06 1.317747e-06 34.1772151898734 6.32911392405063 39.873417721519 12.6582278481013 6.9620253164557 -0.7264244 10.2314323 9.7508570 5.5864885 11.1222276 7.9618548 10.5012207 8.9522048 5.6045221 9.6201184 10.3693314 NA 8.0533242 2.3610665 NA 9.5208557 2.2736054 12.2542334 NA 3.5955275 -1.7264244 12.6776818 11.5765292 0.8585381 9.4441558 6.9912815 8.6605450 0.8585381 1.8585778 5.1804940 13.7163539 9.3376739 14.7004172 10.1233069 8.9309233 7.7186199 12.9864004 NA 10.1435840 11.4603272 10.9813952 12.7663342 11.8637239 12.3543390 3.4435271 1.0809305 9.9097761 10.8272340 11.5668234 4.1562510 8.8079077 12.0848780 3.2278027 10.6600061 9.0809515 2.1804980 9.8190518 9.8515056 9.2197798 6.6616214 13.4299643 1.7330506 9.4157118 10.7533850 3.2278027 9.0159143 11.4252556 2.0809646 8.9495618 10.9729603 12.1783334 6.7813991 10.2620799 -0.1414619 1.4435536 11.8167574 9.0268214 -1.2722973 6.6311567 5.6486438 9.5215321 5.5682267 7.5842177 3.1315895 9.3829523 -0.2085900 -0.1389100 -0.1389100 0.1086900 0.1274900 1.2374000 -0.3915700 -0.0772790 0.7498400 0.0397290 0.2541400 0.5898200 0.2141400 0.2141400 0.2120000 -0.0652470 -0.0652470 0.3420100 0.3420100 0.2627100 0.2633900 -0.7132300 -0.1632600 0.4913900 0.5656900 -0.5489000 0.7588200 -0.0071273 0.0000000 -0.2085900 -0.1389100 -0.1389100 0.1274900 0.1154300 -0.4122900 -0.4118800 -0.4118800 0.2449000 1.2374000 -0.3915700 -0.3915700 -0.3915700 -0.0772790 -0.7559500 0.0351700 0.0117480 0.5898200 -0.0450260 0.2141400 0.2141400 -0.0652470 -0.0652470 -0.0503030 -0.0260990 -0.0260990 -0.3840900 -0.0474630 -0.7700900 0.2633900 -0.0100260 -0.0100260 -0.7132300 -0.1706300 -0.2038000 0.0475210 -1.0354000 -0.3592600 0.6031300 -0.5489000 -0.5139800 -0.5228200 -0.5228200 -0.0071273 0.1979400 0.3032200 -0.4330600 -0.1628800 0.0000000 0.0000000 0.0000000 0.0000000 0.000 0.000 0.342 0.342 0.263 0.263 0.000 -0.163 0.288 0.000 0.000 -0.433 0.566 -0.523 -0.523 0.000 0.000 -0.139 -0.139 0.145 0.145 -0.433 -0.163 0.103 0.103 -0.167 0.245 -0.392 -0.392 0.000 0.000 0.000 0.000 0.254 0.000 0.214 0.214 0.000 0.000 0.000 0.000 0.000 0.000 0.342 0.342 0.263 0.263 0.000 -0.163 0.288 0.000 0.000 -0.433 0.566 -0.523 -0.523 0.000 0.000 -0.139 -0.139 0.145 0.145 -0.433 -0.163 0.103 0.103 -0.167 0.245 -0.392 -0.392 0.000 0.000 0.000 0.000 0.254 0.000 0.214 0.214 0.000 0.000 0.000 0.000 9.4982094 9.5613172 3.0809646 7.2248892 7.4182633 8.1623480 6.1501210 7.8472522 9.0023757 5.9530859 6.6529826 6.4781758 9.9473554 8.4634291 10.3670223 10.9541840 9.8457459 11.2442499 12.3351447 7.6156797 8.1732034 5.1804940 8.3207288 -0.7264244 9.3577488 12.2395693 12.2525832 7.2848315 11.0869270 9.7818947 7.9389409 1.8585778 7.8069343 8.1623480 7.8854963 -0.1414619 11.5151410 10.9273455 5.8883146 2.3610665 6.1117992 6.4485310 9.3853924 7.6134550 10.5479828 11.1151691 NA 12.2184083 7.9895665 10.8648933 8.8204991 9.7624490 6.0615062 6.5819432 12.6599388 8.3658727 4.5590084 8.3925458 10.5765291 12.4111563 9.4246213 10.5012207 -1.7264244 9.6000342 11.7795403 8.8595062 9.6295063 10.2994364 12.0461255 7.6594672 11.6874970 7.5333476 13.2852688 10.1234007 8.2234312 9.7320114 11.3282090 10.3379332 12.4506349 11.5765292 11.0570122 9.2537442 6.4683617 8.6464698 10.0602828 8.2565984 10.4606475 11.1725839 9.4357065 3.9740428 11.8470152 11.8637239 NA 8.6201183 16.2628410 8.7624491 13.0526571 9.6967207 12.4337125 9.2904129 11.6177619 2.4435271 12.4332585 11.7419742 9.4472818 9.0833729 9.5099418 10.4738903 12.5482741 9.7759393 9.7937322 12.6324756 9.5409765 11.5399520 -0.1414619 12.7939779 -0.1414619 3.155765 11.122228 14.241482 9.796677 7.119095 12.102336 9.629506 12.525679 10.369331 12.962675 8.816637 6.906600 10.235416 9.010852 10.560451 8.256598 10.914979 1.080930 7.554376 10.254815 12.801998 11.150122 3.917460 10.625924 10.702488 6.290413 10.753385 3.227803 11.425256 3.521528 4.339693 10.262080 6.631157 9.606760 10.760942 10.463429 10.185371 9.536874 10.603961 TCGA-R6-A6KZ 42 1 154 NA esophagus NA NA NA NA male 2010 no NA esophagus adenocarcinoma, nos NA NA NA white not hispanic or latino 1 1 NA NA 2 1 3 1 3 1 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 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 6.137925e-06 1.6992e-06 25.3275109170306 3.49344978165939 37.5545851528384 23.5807860262009 10.0436681222707 5.2847399 10.3990619 9.9686455 6.0376480 11.7888612 8.3635342 10.5632698 9.7801521 5.6735932 10.9500771 8.1035008 0.5298709 9.4664915 -0.4701291 3.6997737 9.3742612 8.7634733 12.7186140 2.1148001 5.3500340 -0.4701291 12.7061047 12.7890084 3.9561217 9.3627436 6.3242688 9.0911415 3.4031723 1.9892844 4.8874034 14.8117112 9.7325897 13.8333030 10.9371692 8.3737748 7.6410416 11.6484703 -1.4703290 10.3099832 11.1379906 11.0992346 12.9502086 10.9802917 11.7338133 2.8517790 3.1148168 6.6997793 10.9787443 11.7622551 7.6694053 8.6719606 11.2902888 4.7777826 11.3309557 8.8357672 5.8152552 9.2075732 9.1951896 10.3476368 7.3013435 13.1571025 2.2302953 10.8783052 9.6013160 4.9392454 9.0680425 10.6166533 5.2577725 10.0071059 12.7926092 12.7901116 7.5213751 9.8552771 -1.4703290 5.8785807 11.2876603 10.8430201 0.1147668 6.8741490 7.5354784 10.0519447 6.7257425 9.2276901 2.2302953 9.4682864 -0.172460 -0.094064 1.544300 0.225490 0.247160 0.316980 -0.137940 0.270480 0.090549 0.055658 0.793550 -0.130960 0.202590 0.202590 0.278050 0.327530 -0.153620 -0.025455 -0.025455 0.553370 0.056228 -0.140000 -0.240340 -0.148880 1.518400 0.191930 0.191930 0.478730 -0.305220 -0.172460 0.252460 0.776950 0.267970 0.265920 0.349740 0.294530 0.294530 0.339180 0.316980 -0.151310 -0.128750 -0.153110 -0.174330 0.067232 -0.366800 0.055658 -0.130960 -0.131350 0.202590 0.202590 -0.599730 -0.599730 0.176180 0.176180 0.176180 -0.552960 0.000000 -0.218610 -0.164370 -0.168090 -0.140000 -0.140000 -0.240340 -0.138200 -0.191490 -0.650620 -0.202990 0.370680 0.191930 0.191930 0.191930 0.191930 -0.225020 -0.140000 -0.168910 -0.168910 -0.183200 0.676970 0.410780 0.410780 -0.305220 0.176 0.176 -0.145 -0.145 -0.115 -0.115 -0.140 -0.240 -0.138 0.111 -0.161 0.241 0.444 0.192 0.192 -0.203 0.275 -0.139 -0.139 0.690 0.830 -0.169 -0.190 0.680 0.266 0.317 0.317 -0.151 -0.151 0.350 0.350 0.000 0.000 0.663 -0.131 0.203 0.203 -0.570 -0.570 -0.305 -0.305 0.176 0.176 -0.145 -0.145 -0.115 -0.115 -0.140 -0.240 -0.138 0.111 -0.161 0.241 0.444 0.192 0.192 -0.203 0.275 -0.139 -0.139 0.690 0.830 -0.169 -0.190 0.680 0.266 0.317 0.317 -0.151 -0.151 0.350 0.350 0.000 0.000 0.663 -0.131 0.203 0.203 -0.570 -0.570 -0.305 -0.305 8.803649 10.344837 3.815258 5.947706 6.704779 9.476029 6.951919 8.418597 8.859650 6.579702 8.924316 7.782519 10.726456 10.212848 11.356402 10.360765 8.043779 10.355210 10.434488 7.609338 7.119467 6.917871 7.651387 5.617316 8.840466 9.971760 11.565855 8.387835 10.899402 11.018698 7.436744 4.202277 6.878582 9.476029 7.926844 4.595945 10.793710 10.167837 7.851782 4.412497 7.114816 8.095908 10.250525 9.193412 9.705403 10.729526 NA 11.234190 8.276368 11.452066 8.777781 9.915177 5.729526 8.627886 12.339722 8.684001 1.989284 6.758672 10.044075 11.7286056 10.7679598 10.5632698 -1.4703290 11.3474369 10.2181039 8.5438740 10.1943010 10.3025806 11.1902953 8.9498139 10.7825191 8.0455533 9.6897250 10.1399557 7.8427369 9.2552198 10.8980872 9.9054470 10.5952698 12.7890084 10.9339308 9.7453866 5.8607717 7.9790021 11.4709012 8.3404252 10.8376237 10.8512181 9.0825227 3.7393081 11.3366046 10.9802917 0.5298709 7.9113968 15.5670250 8.4382463 13.0874968 10.4067542 10.9880039 8.7538552 12.0769892 2.9892844 12.9439436 11.6609067 8.5171178 10.0247092 9.6679526 11.2706885 11.6355985 6.7966406 9.8545968 11.8302133 9.9795182 10.8799641 0.5298709 12.6530051 6.1148168 3.625352 11.788861 14.318719 9.558450 7.409437 11.068770 10.194301 11.505702 8.103501 12.401374 10.095432 8.019701 10.462438 9.100658 11.591394 8.340425 10.078194 3.114817 9.687201 10.259050 11.986978 11.336605 3.887408 10.244528 10.652682 6.535478 9.601316 4.939245 10.616653 5.689724 6.324269 9.855277 8.333984 9.988773 10.863009 10.778078 9.903263 9.185384 10.886581 TCGA-R6-A6L4 27 1 496 NA esophagus NA NA NA NA male 2012 no NA esophagus adenocarcinoma, nos 11 NA NA white not hispanic or latino 1 7 NA NA 6 2 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 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 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4.508081e-06 1.144359e-06 16.2650602409639 2.40963855421687 39.1566265060241 31.9277108433735 10.2409638554217 0.55355711 9.27466655 10.49852334 5.56851860 11.69119892 7.57178601 8.71175610 9.70838539 5.63663912 5.93438912 4.74996326 -0.03135624 6.98541276 NA -1.03150369 8.77115335 0.55355711 12.42897109 NA 4.42803516 -0.03135624 12.26308195 12.33137056 NA 9.32835427 5.58331448 9.74586017 8.22512017 0.96857003 -0.03135624 14.24476557 10.33711129 14.27376310 9.55814363 5.17805727 7.57223106 13.07721093 12.30970661 10.15595688 12.30062037 10.67294080 12.04040234 11.51549929 11.91221849 -0.03135624 -0.03135624 4.09788886 10.19501706 11.54698458 2.55355711 8.96012679 12.57947163 3.36092607 11.92152801 8.46204005 2.77595655 9.51163664 8.92134617 8.60884989 5.47639789 13.64698486 -1.03150369 8.31733301 10.67510086 5.34364588 8.88448406 11.63371863 4.69652248 9.96295831 12.47677096 8.88895781 7.51549958 8.95319422 NA 1.29054236 10.51308633 10.42495924 NA 7.00202736 -1.03150369 10.02117279 3.36092607 8.42598583 11.78638791 10.80693421 -0.00221680 0.83608000 0.81981000 0.69858000 0.73986000 0.00000000 -0.01350300 0.72018000 0.85363000 0.82627000 0.85898000 -0.01340200 -0.01642900 -0.02835500 2.21460000 0.67567000 0.61716000 -0.00470790 -0.00470790 0.03750000 0.03750000 0.86910000 0.00944910 0.95120000 0.01698500 0.00013863 0.00194180 0.84375000 0.92314000 -0.00221680 0.83608000 0.81981000 0.69858000 0.70851000 -0.00470790 -0.00470790 -0.00470790 -0.01148400 0.00000000 -0.01350300 -0.01350300 -0.03592000 -0.01711600 -0.97253000 0.85363000 0.81220000 -0.02534600 -0.03803400 -0.01642900 -0.00207840 0.57773000 -0.87969000 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11.70859633 12.02572673 11.18474433 10.93113934 11.24443829 8.70973452 6.73678885 7.64103007 5.39487079 9.38223277 9.81095507 11.66774345 5.95729013 12.51203422 10.45895426 7.45644477 3.55356940 13.23253416 9.43621036 6.51310539 5.13852780 11.56619183 9.94660016 8.42803642 -0.03135624 4.21653247 9.15595688 9.57130365 6.12847694 10.36895055 10.67207585 4.55356940 12.05440920 8.87999670 12.00151147 9.90229552 9.41878511 7.82347297 8.62502970 13.59949757 7.85054442 NA 4.17806126 9.14975703 12.07729261 10.28432049 8.71175610 NA 9.15966400 8.88149424 8.51549919 9.69397109 9.86569399 11.98422892 7.52319339 10.65903937 7.99097244 12.31968205 10.33219200 8.32615665 8.27694372 11.39329601 10.85157642 13.03662729 12.33137056 9.73098683 8.75323948 2.66904945 6.21653247 9.81095507 9.07712922 11.12310648 10.50047354 8.63394082 -1.03150369 12.03115693 11.51549929 -1.03150369 8.52319379 16.62391211 8.03469389 13.49705891 9.35338858 12.44964739 9.09013836 12.61370027 NA 12.60670806 11.16980978 8.69652526 10.22717079 10.48065885 10.52319369 12.09643795 6.41154827 10.07516771 12.75986131 10.51066934 11.17439805 -0.03135624 13.50564115 -1.03150369 -1.00288828 11.69119892 14.84240719 9.49510411 6.61965657 11.14228196 9.69397109 11.74071317 4.74996326 12.40323302 7.53846056 6.27238531 10.29447234 8.38011599 10.91038602 9.07712922 9.85124791 -0.03135624 10.36895055 10.39224604 12.46383525 11.33027447 3.36092607 11.06367213 11.52487135 2.87550486 10.67510086 5.34364588 11.63371863 3.29052762 0.55355711 8.95319422 4.69652248 9.98053091 10.10815616 11.16643578 9.70246760 8.82191426 10.27067248 TCGA-R6-A6L6 68 1 214 NA esophagus NA NA NA NA male 2010 no NA esophagus adenocarcinoma, nos NA NA NA white not hispanic or latino 2 1 NA NA 1 2 1 1 4 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.1048200 -0.0119790 0.0077783 -0.2090800 -0.0608400 0.3780100 0.3780100 0.3246300 0.3246300 -0.0011087 -0.0011087 1.7461000 -0.0334050 -0.0334050 0.1825300 0.1825300 0.0000000 0.0000000 0.4067700 -0.0603450 0.2045700 1.6253000 0.0018030 -0.1705600 -0.2026900 0.0731150 -0.0374080 -0.0374080 -0.0249350 0.1048200 -0.0119790 -0.4769100 -0.2037400 -0.2037400 0.0070826 0.0077783 -0.2090800 -0.2090800 -0.1844600 -0.0608400 0.2723700 0.3780100 0.3780100 0.3246300 0.3246300 -0.0011087 -0.0011087 -0.0334050 -0.0334050 -0.0169790 0.0079175 0.0079175 0.0079175 0.1825300 0.1825300 0.0000000 0.4067700 0.4067700 0.4067700 -0.0603450 0.1878300 0.0185860 0.1902200 -0.1319900 0.0178240 0.3554500 -0.0118870 -0.0118870 0.1193200 -0.2026900 0.6905500 -0.1420700 -0.1420700 -0.0139530 0.0731150 0.0731150 0.0731150 0.0731150 0.000 0.000 0.183 0.183 0.000 0.000 0.407 0.000 0.205 0.000 0.000 -0.132 0.000 0.000 0.000 -0.203 0.000 0.000 0.000 0.691 0.691 -0.142 0.000 0.105 0.000 -0.203 0.000 -0.209 -0.209 0.000 0.000 0.378 0.378 0.325 0.325 0.597 0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.183 0.183 0.000 0.000 0.407 0.000 0.205 0.000 0.000 -0.132 0.000 0.000 0.000 -0.203 0.000 0.000 0.000 0.691 0.691 -0.142 0.000 0.105 0.000 -0.203 0.000 -0.209 -0.209 0.000 0.000 0.378 0.378 0.325 0.325 0.597 0.597 0.000 0.000 0.000 0.000 8.847920 9.096293 8.314265 5.136142 6.969681 7.889660 3.938201 7.895135 8.112836 5.757631 7.181657 5.980023 9.262252 8.730324 10.023168 11.612707 10.138315 11.074139 10.102223 10.533735 7.940694 4.172672 7.190590 1.435682 8.916830 10.769604 11.676892 7.757631 12.015503 11.260662 7.342594 3.310166 14.315542 7.889660 5.342594 1.435682 11.272805 10.458995 7.558100 1.435682 7.277006 8.163624 8.959265 8.435703 10.566703 11.052864 NA 12.952880 9.742524 11.511628 8.796184 9.538991 1.850759 8.472792 13.577597 7.468979 1.435682 9.672515 9.638643 11.6816519 9.6106288 8.4654505 NA 9.2473453 9.9195189 8.6022846 10.1338290 9.8408446 12.7127444 7.5786610 12.0921280 7.0891454 10.7591333 9.8493311 8.2895325 10.1737954 10.9168298 10.1934932 11.4773623 12.9092398 10.3555597 8.4129830 4.3743023 7.7696038 10.1326707 10.4014874 12.2392961 10.2696473 8.9902921 0.8507194 11.4422630 9.9644828 NA 8.6222301 15.7599341 7.9953992 12.1346971 10.4654505 12.3730770 8.6321002 11.6122919 NA 12.6619768 11.2864109 8.5989335 9.1545214 10.3872210 9.2916098 11.9941239 8.7455584 10.5080591 14.1827527 10.0080875 10.5494453 3.4357086 13.2787082 NA NA 11.7067770 13.7364370 9.8521488 6.9487725 10.6419035 10.1338290 10.7866423 9.8619679 13.7730463 8.7844313 8.5989335 9.6772891 8.2038873 11.5778102 10.4014874 9.0795595 1.4356819 9.6867910 10.6006100 12.2775295 10.5769588 -0.1492806 10.6997469 10.3101723 5.7576314 10.6312804 5.8280197 10.4945968 3.9382011 -0.1492806 9.4118757 6.6580958 10.4129830 10.7425244 10.3937725 9.8703314 7.4580711 9.9302254 TCGA-R6-A6XG 64 0 NA 1168 esophagus NA NA NA NA male 2011 no NA esophagus adenocarcinoma, nos NA NA NA white not hispanic or latino 1 1 NA NA 1 1 1 1 1 1 0 0 0 0 4 0 0 0 0 6 0 0 0 0 5 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 4 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 6 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 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 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 9.917777e-06 2.704848e-06 20.3252032520325 8.13008130081301 53.1165311653117 13.2791327913279 5.14905149051491 3.1786350 10.2380837 9.5489872 4.1220514 11.8633838 8.1686997 9.6674024 8.8180456 5.7728173 7.5280438 11.5605108 1.4781953 8.0650353 NA 3.2330904 9.3276631 2.8001234 11.9642549 0.0632268 4.0327885 NA 12.0079920 12.3363707 -1.5215976 9.4547595 1.4781953 8.1310405 2.6481203 -0.5218047 2.4781953 13.9711752 8.8769393 14.1615037 9.5109162 3.7261228 8.8335467 12.3575872 NA 9.5990812 11.8673226 10.7388210 12.6988005 14.7178126 12.0126199 0.0632268 0.8001648 4.2595587 10.8260936 10.9434787 1.0631578 8.5563463 11.6291612 5.5867197 9.2693584 7.9519013 -1.5215976 9.4611890 8.1576754 8.1310405 5.8091134 13.6739521 -0.5218047 8.1924408 10.4629699 3.3850859 9.2502461 10.3577787 NA 9.7290860 11.4223584 8.6481206 3.7261228 6.6228542 NA 2.2855502 11.6473375 10.7939111 NA 5.1506206 NA 10.2247097 3.8705127 7.9498705 1.0631578 9.4860917 0.250130 0.431270 0.431270 -0.255510 0.323190 0.094648 -0.217740 0.283910 0.619530 -0.240770 -0.041556 0.834920 -0.098935 -0.074668 2.840300 -0.241180 -0.286650 -0.222930 -0.222930 3.656900 0.334650 0.275540 0.334330 0.093196 0.261700 -0.859700 3.656900 1.197000 0.036305 0.250130 0.431270 0.418490 -0.255510 0.287720 -0.238370 -0.231650 0.199400 0.094648 0.094648 0.391650 -0.217740 -0.202230 -0.237150 0.022455 -0.240770 -0.240770 0.834920 -0.854560 0.239550 -0.664940 -0.580970 -0.241180 0.099268 -0.072665 -0.072665 -0.072665 -0.251270 -0.078268 0.281890 -0.261420 -0.240080 0.286760 -0.075868 -0.242760 -0.476380 0.458040 -0.310960 0.261700 -0.859700 0.269710 -0.820310 -0.248240 -0.178520 -0.225380 -0.255870 -0.255870 0.305540 0.029898 0.042743 0.042743 0.036305 0.000 0.000 -0.145 0.000 0.282 0.282 -0.240 0.000 -0.243 0.310 0.310 -0.311 0.262 -0.780 -0.248 0.336 0.514 0.320 0.431 -0.225 0.023 -0.256 -0.280 0.293 0.293 0.000 0.000 0.174 -0.218 -0.237 -0.237 0.000 -0.187 0.347 0.347 0.000 0.000 -0.241 -0.241 0.000 0.000 0.000 0.000 -0.145 0.000 0.282 0.282 -0.240 0.000 -0.243 0.310 0.310 -0.311 0.262 -0.780 -0.248 0.336 0.514 0.320 0.431 -0.225 0.023 -0.256 -0.280 0.293 0.293 0.000 0.000 0.174 -0.218 -0.237 -0.237 0.000 -0.187 0.347 0.347 0.000 0.000 -0.241 -0.241 0.000 0.000 8.1699390 9.8135858 3.0631578 1.0631578 4.5656581 9.8618997 4.1220514 9.4866241 8.4044915 5.5867197 8.4323916 6.6481203 10.0207437 8.5074827 11.1716824 11.0629231 10.2896664 12.8293417 11.1497365 9.5088626 8.2971772 5.2330828 5.0327841 2.3850997 7.7213692 10.4294802 11.2152314 4.9539310 11.4555738 10.7612838 7.5841041 1.0631578 12.1107363 9.8618997 4.7517101 NA 12.0632753 10.8947291 4.0631578 -0.5218047 4.4323916 2.5656703 9.3252528 7.1470808 10.3817007 11.2579148 NA 12.9115853 9.5040270 10.0327842 9.9044602 9.6405868 3.3850859 7.5033352 13.2485496 8.2544311 NA 7.6330134 11.1657898 11.8590623 9.9825179 9.6674024 NA 9.2911748 7.8488827 8.9968486 9.6894755 9.7525737 12.0334880 8.8897066 10.7736774 8.1872793 12.8727251 9.9800326 7.6581043 9.6778678 10.8188801 9.6812558 9.9765461 12.3363707 10.0226770 9.3631290 0.4781953 6.7589667 11.2270172 8.1039041 11.1543729 9.2347518 9.0799663 -1.5215976 10.9882178 14.7178126 NA 7.0743855 14.3948039 6.7543197 12.2489626 10.2318301 13.8805414 7.7774033 10.8806746 0.0632268 12.4257749 11.5478130 9.1328315 7.8705127 9.9485950 9.8640578 11.7034029 5.0017572 10.9450366 12.7941056 10.3221165 11.5809913 2.3850997 13.7247876 NA 0.08705543 11.86338377 14.97547004 9.75257366 6.25955497 10.87854121 9.68947547 11.80462491 11.56051082 11.88718851 7.11119098 6.14353220 9.90969301 9.11663143 9.48592347 8.10390410 8.67909404 0.80016478 9.25215874 9.76763808 12.15117317 11.35279262 4.50056626 9.43284252 7.41483320 6.24637958 10.46296987 3.38508585 10.35777873 0.06322680 1.06315776 6.62285423 8.30156250 10.73056524 11.76965394 10.57787195 10.09703976 7.98202100 11.08875896 TCGA-R6-A6XQ 58 1 193 NA esophagus NA NA NA NA male 2008 no NA esophagus adenocarcinoma, nos 54 NA NA white not hispanic or latino 1 1 NA NA 6 2 1 1 1 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 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 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 1 0 0 0 1 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 6.450023e-06 1.664522e-06 17.0124481327801 10.7883817427386 60.5809128630705 4.9792531120332 6.63900414937759 2.4666010 10.1200450 9.9335290 4.7396213 12.3165291 7.7417649 8.6514780 9.8131164 5.9260350 5.5398505 8.9637894 -1.1184137 9.0910936 -0.1184137 NA 10.0331896 2.2035771 13.5222964 NA 6.6365275 NA 12.6662751 11.7686704 2.9691044 9.5663890 1.8816255 8.0689921 7.5290268 -1.1184137 7.5716381 15.0044885 10.1472553 11.1534739 9.1542351 2.8816450 9.0314002 13.8966197 12.6586901 10.1116607 12.0543147 10.6035939 12.2396046 10.7843922 11.1973559 NA 2.0515809 1.6889860 10.4448365 12.0691578 3.1295633 8.6044480 12.6273052 -0.1184137 11.5166782 9.4727698 5.7764594 9.6222644 8.8660589 7.9979845 3.2739634 13.3436952 NA 8.7596912 10.5829468 5.1484257 8.9355661 10.8567718 1.2035771 9.9457094 13.9364989 7.5146352 6.5326925 10.2566798 NA 0.8816646 11.2506923 11.3616731 NA 2.8816450 0.4666532 10.5299979 -0.1184137 8.6431917 10.6369452 10.3634851 0.1793500 0.1825300 0.2206800 0.1215200 0.1776900 0.2302400 -0.6141200 -0.3795400 -0.1364500 -0.0294480 0.0998350 0.1495000 -0.0452280 -0.0291750 -0.0690640 -0.3925000 -0.4654700 1.0787000 3.6569000 0.5773700 0.5693500 -0.1371600 -0.5140400 0.3474600 -0.0588660 -0.3864900 -0.4348500 -0.0031859 -0.0475310 0.0660860 0.1802600 0.1986200 0.1611500 0.1737700 0.1059900 0.1272700 0.1272700 0.1987400 0.3104900 -0.6397200 -1.2929000 -0.5945400 -0.3536200 -0.0885920 -0.0065050 -0.0294480 0.1773900 0.0920250 -0.0452280 -0.0445510 -0.5715000 -0.3925000 0.3628000 0.3327000 0.5201300 0.3818400 0.1974000 -0.8160600 0.4932600 -0.2204700 -0.1874800 -1.1607000 -0.5643500 0.4074400 -0.3060400 -1.2929000 -0.0588660 0.0104890 -0.4348500 -0.4074900 -0.4059500 -0.4786000 -0.1005300 1.2789000 -0.3714400 -0.4779400 -0.0463120 -0.0143660 -0.0143660 -0.0143660 0.0885480 0.333 0.333 -0.296 -0.296 0.000 0.000 -0.137 -0.564 0.347 -0.268 -0.268 0.000 0.000 -0.435 -0.435 0.000 0.000 -0.309 -0.309 0.957 0.957 -0.443 0.000 0.149 0.149 -0.345 -0.345 -1.293 -1.293 -0.353 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 -0.392 -0.392 0.000 0.000 0.333 0.333 -0.296 -0.296 0.000 0.000 -0.137 -0.564 0.347 -0.268 -0.268 0.000 0.000 -0.435 -0.435 0.000 0.000 -0.309 -0.309 0.957 0.957 -0.443 0.000 0.149 0.149 -0.345 -0.345 -1.293 -1.293 -0.353 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 -0.392 -0.392 0.000 0.000 4.4362285 11.0871281 7.7885311 9.2424875 6.6695427 7.7794856 4.9260326 10.8819925 9.7930323 6.0313864 7.0910936 6.5681401 11.6873841 8.2889081 7.6231075 11.5293235 10.1419718 10.4183732 10.7851456 9.5540656 9.0539302 5.0714667 5.3573725 0.4666532 9.2292615 11.0503124 12.0800853 4.1295715 11.6224920 10.4280524 7.9584559 3.3410749 13.2115067 7.7794856 6.2184596 NA 11.3624305 9.8802306 8.8914690 NA 2.6889860 10.0983861 10.2777098 5.6498252 10.3446537 10.6609493 5.2566786 12.2730181 8.8358366 11.2572228 9.5698905 9.4476943 5.1295674 8.5073491 13.1100088 7.5306451 NA 5.5540669 9.1728110 12.4131436 10.6423602 8.6514780 NA 10.2528724 8.5889994 9.2803841 10.0763972 10.4600130 15.6466853 7.6986241 10.8452589 6.6498252 6.5469762 10.6125350 8.6027393 8.6431917 11.6042344 8.5681233 12.8247961 11.7686704 10.5589194 8.0313875 0.4666532 3.2739634 9.8582044 7.9584559 12.0320222 11.5877045 8.3714883 2.6889860 11.1280840 10.7843922 0.4666532 5.9260350 15.6078673 6.5036922 12.6174078 9.4323870 10.2259362 9.6728031 10.7353397 NA 11.7442428 12.4319061 10.0339251 10.7411750 9.8220566 8.9450353 12.4000475 7.9927758 10.4100944 13.9992229 9.3573736 10.2739577 2.0515809 12.8782903 NA 1.701327 12.316529 14.443912 10.030752 6.365456 11.835837 10.076397 11.441495 8.963789 12.776458 8.256680 7.521885 9.965120 8.512817 11.221769 7.958456 10.652717 2.051581 10.139028 9.649825 12.567265 11.184279 1.881625 10.369480 10.203568 3.129563 10.582947 5.148426 10.856772 3.273963 NA 10.256680 7.875994 10.209754 11.294475 11.428776 10.038987 8.616350 11.214516 TCGA-R6-A6Y0 54 0 NA 1641 esophagus NA NA NA NA male 2005 no NA esophagus adenocarcinoma, nos NA NA NA white not hispanic or latino 1 1 NA NA 6 2 1 1 1 2 0 0 0 0 0 0 0 0 1 0 0 0 5 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 5 0 0 0 6.62814e-06 1.587412e-06 9.60264900662252 9.27152317880795 50.6622516556291 12.9139072847682 17.5496688741722 NA 9.9556264 10.4381377 3.9890391 12.0716812 7.3823448 9.0455803 9.9737535 5.7344983 8.1458552 9.7175904 NA 7.3988223 NA NA 10.0723642 NA 12.6069555 NA 3.0863422 NA 12.2597398 13.1503154 NA 9.9869385 5.3701259 9.2147208 10.3643796 -0.4371348 2.2632147 13.9054026 9.8429631 13.2592720 7.7769942 8.0119210 8.3749495 13.0741543 13.6197486 10.1989437 12.3555178 10.7326972 12.2589791 10.9816790 11.3922968 2.7327034 1.7327034 5.3829508 10.3575942 12.1217442 3.9890391 7.9593772 12.7042193 -0.4371348 12.2850462 8.4435039 -0.4371348 9.6369137 8.8318991 8.3988228 5.6920561 13.9808225 NA 7.7401916 10.4094379 5.3042409 8.3972434 11.1371293 4.7525987 10.4007943 11.6757004 10.3932875 7.9848371 9.5768207 1.5627675 2.8106899 10.6627775 10.2422524 NA 7.3956627 NA 9.9742832 4.1774793 8.3571882 12.7445457 10.2290495 0.2786800 0.2846900 1.7410000 0.0676610 0.9444500 0.2850100 -0.1367800 0.2532400 2.5350000 -0.0765450 0.2687500 -0.0572500 -0.3955300 0.5364300 0.8722900 0.0778620 0.2180600 0.6068400 0.2607500 0.3276900 -0.0563070 1.4987000 0.1178500 0.2548000 0.3333500 0.2288500 0.5404800 3.6569000 0.0304510 -0.0624950 -0.3531600 -0.1017100 -0.1983700 0.1373200 -0.0682610 0.2656100 0.2905600 0.2576200 0.2850100 0.2479300 0.2103900 0.1251300 -0.3743700 -0.0778780 -0.0765450 -0.0415670 -0.0583270 -0.0891690 -0.3955300 0.2157600 -0.0628980 0.0778620 -0.4309400 0.0759910 -0.3743700 -0.3713200 -0.3896200 -0.0568460 -0.0423810 -0.0760120 -0.0659940 -0.0659940 0.2477800 -0.0744180 -0.1303100 -0.3651800 -0.0530710 -0.0935350 0.5128100 -0.3773000 -0.3576100 -0.0671900 0.9839000 -0.7089900 0.2384500 -0.0056757 0.0767100 0.0833420 0.0600790 0.0447150 0.0447150 0.000 0.000 0.000 0.000 0.328 0.000 0.000 0.253 0.000 -0.373 -0.373 0.000 0.000 -0.119 -0.348 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 0.258 0.258 0.210 0.210 0.253 0.000 0.000 0.000 0.105 0.000 0.000 0.611 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.328 0.000 0.000 0.253 0.000 -0.373 -0.373 0.000 0.000 -0.119 -0.348 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 0.258 0.258 0.210 0.210 0.253 0.000 0.000 0.000 0.105 0.000 0.000 0.611 0.000 0.000 0.000 0.000 8.2735788 9.6085319 8.7538315 4.3701294 7.4964631 8.1848243 6.2562596 7.8642685 9.0626182 6.2138236 6.3765526 6.1477341 8.5198745 8.2545156 8.7010441 12.8691188 11.6768757 11.4335223 10.7283074 12.5219592 8.3548629 4.0863337 6.6180551 9.7112488 8.8550940 9.7507428 11.5678704 6.9507892 13.0284668 11.5102266 7.3765535 3.4696646 14.6409022 8.1848243 6.3534786 -0.4371348 12.1131583 9.6173765 7.8527910 2.3701364 5.5400521 9.5176956 9.5125991 7.0344479 10.8973249 11.2722869 5.0385064 12.7738240 9.2718561 12.3072908 10.8178009 9.6435898 8.1829922 8.7538315 13.8850525 7.6784924 NA 6.2632129 8.3571882 12.2048240 10.0700714 9.0455803 NA 8.7673433 9.5697996 7.4696630 9.4853566 10.1014463 12.6088236 10.3441320 10.8931290 7.6126208 12.6201718 10.0848634 9.0833910 8.9540160 11.3903134 11.2586030 13.5557991 13.1503154 9.8562439 7.8936892 4.8107002 7.5140568 10.2761587 9.6302067 11.4444598 10.9588418 9.6362445 3.9550896 12.5020760 10.9816790 NA 9.6594874 15.2076625 8.5697994 13.3835994 9.6241435 13.3385821 7.1439729 12.9818766 1.5627675 13.2979734 11.2376266 8.9974005 10.5655873 10.2661524 9.2562592 12.5018923 6.9421509 10.5493254 12.6300251 9.9486347 10.7915909 -0.4371348 13.2255519 -1.4371348 NA 12.0716812 13.7350025 9.9312787 6.4575894 10.7292492 9.4853566 11.8169151 9.7175904 12.8126264 8.3076061 8.0745247 9.6057995 9.3201622 11.4273453 9.6302067 9.5739995 1.7327034 10.5012492 9.8289731 12.6483277 10.6594874 3.2066276 11.7665791 12.6603929 4.5627736 10.4094379 5.3042409 11.1371293 5.6395882 -0.4371348 9.5768207 6.2209838 10.6318863 10.5774902 10.3416707 10.3928913 8.1077365 9.8130707 TCGA-R6-A6Y2 71 1 283 NA esophagus NA NA NA NA male 2005 no NA esophagus adenocarcinoma, nos 70 NA NA white hispanic or latino 1 1 NA NA 1 1 1 1 4 1 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 4 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 0 0 0 0 0 0 0 4 6 7 0 0 0 0 0 4 0 0 4 0 4 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 6 7 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6.071153e-06 1.559562e-06 14.3859649122807 13.3333333333333 57.1929824561403 7.36842105263158 7.71929824561404 -0.01362547 10.48948413 9.63476133 5.57136737 12.06296885 7.44861935 9.86292075 9.65395891 5.59306688 11.24217000 8.56099728 0.79377106 8.99483228 3.07387163 1.15633189 9.50959332 0.57133703 13.63884123 -2.01333423 4.84438565 NA 12.88793063 12.17166636 NA 9.60616514 9.26485330 8.10014613 6.50438840 -2.01333423 4.32625689 14.82177571 11.59049363 14.07566180 8.28778578 9.13868855 8.62938504 13.11476063 5.11568667 10.00911829 11.52726797 10.77430633 12.39857662 9.86176915 10.27151695 2.30833175 0.79377106 4.92891982 10.39764993 12.46949459 5.86904720 8.08837962 13.11855803 -1.01362547 13.19177702 9.29576067 2.30833175 9.68771020 8.98004987 9.75706760 7.27872543 13.83235927 NA 9.92965121 11.21115916 4.15633189 8.71857123 11.02103076 -1.01362547 10.00981155 13.66241589 12.06647175 7.08443531 9.79400412 NA 6.56005153 12.19623784 11.24172747 NA 6.90526665 -2.01333423 10.64036841 6.18607659 9.13042461 8.90526695 10.06445783 0.0120970 0.0120970 0.0120970 0.0123760 0.0123760 0.0084743 1.7816000 -0.3404400 0.0019418 0.0102720 0.3531600 0.3325400 -0.0120050 -0.0120050 -0.0062286 -0.1115500 -0.1115500 -0.0095426 -0.0095426 0.0000000 0.0000000 1.0145000 -0.3380200 1.9033000 -0.2584200 -0.7097100 0.0070826 -0.0241140 -0.0320410 0.0120970 0.0120970 0.0120970 0.0123760 0.0123760 0.0084743 0.0084743 0.0084743 0.0084743 0.0084743 -0.3471000 -0.3348600 -0.3348600 -0.3404400 -1.1273000 0.0102720 0.0102720 0.3403100 0.3403100 -0.0120050 -0.0120050 -0.1115500 -0.1115500 0.0052749 0.0052749 0.0052749 0.0052749 -0.0116110 -0.0065050 0.0000000 -0.0473950 -0.0473950 -0.3797700 -0.3380200 -0.3810000 -0.3449200 -1.1071000 -0.2584200 -0.3561300 -0.7097100 0.6562700 -0.7028900 -0.7028900 -0.0241140 0.9043200 -0.3311000 -0.3527000 -0.0254190 -0.0320410 -0.0320410 -0.0320410 -0.0320410 0.000 0.000 0.000 0.000 0.000 0.000 0.298 -0.327 0.000 -0.345 -0.345 -0.338 -0.338 -0.710 0.000 0.000 0.000 0.000 0.000 0.904 0.904 -0.331 0.000 0.000 0.000 0.000 0.000 -0.335 -0.335 -0.340 -0.340 0.000 0.000 0.340 0.340 0.000 0.000 -0.112 -0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.298 -0.327 0.000 -0.345 -0.345 -0.338 -0.338 -0.710 0.000 0.000 0.000 0.000 0.000 0.904 0.904 -0.331 0.000 0.000 0.000 0.000 0.000 -0.335 -0.335 -0.340 -0.340 0.000 0.000 0.340 0.340 0.000 0.000 -0.112 -0.112 0.000 0.000 10.3714573 11.6761834 4.5099681 7.3915452 5.8443857 8.4621370 5.7808193 7.8049861 8.9579474 5.9464057 6.2248082 6.3262533 12.4944461 8.5119246 9.3009869 11.9531796 8.4041508 11.1868426 9.7228057 7.9636839 7.8667374 4.9521891 9.7228057 1.5713856 9.7962764 9.6472909 12.6988233 10.2813117 11.0234650 10.7858877 7.3439558 4.7545882 10.9688626 8.4621370 6.9025524 0.3083609 11.7499274 11.0882154 9.7223829 3.4782600 7.3200956 9.3483475 10.1059933 10.1253154 10.4314186 10.1491098 NA 12.5229545 8.3614433 10.4381300 9.3060758 9.5811949 3.7677607 5.0844342 12.7379478 7.9426928 NA 11.1788507 10.6678618 12.4229201 10.5187597 9.8629208 NA 10.2155229 9.5182725 9.8271817 10.2028434 10.7379478 13.7120778 7.1934179 11.6618095 9.0565247 10.1033974 11.4943222 7.8736244 8.9178798 11.5332982 7.5992538 12.0481125 12.1716664 10.6759650 8.9693975 7.6284557 8.9550707 9.9736678 8.6481818 12.2498197 13.8416129 9.1393224 2.5099745 12.1004714 9.8617692 -1.0136255 8.3295896 15.5103485 10.0678871 12.8788043 10.1402724 11.7160245 11.0583688 11.9886035 0.7937711 13.0464997 11.8137464 9.7804135 10.6153049 10.2786736 10.8738148 12.4484586 7.6711525 10.1143981 13.1360981 9.7126219 10.3434058 2.4458326 12.4866855 -1.0136255 1.4471560 12.0629689 14.8086121 9.8713374 7.4478833 12.3095993 10.2028434 11.0776738 8.5609973 13.0514832 9.8728625 10.0818008 9.9880160 7.7985813 11.5276214 8.6481818 8.4892354 0.7937711 9.3145175 9.6038713 12.4290881 10.9724235 4.1361504 10.3789895 10.8418562 7.8208746 11.2111592 4.1563319 11.0210308 4.4293482 5.1860766 9.7940041 7.5080039 10.4506942 12.1193051 10.9577676 10.3706479 8.8521371 10.7440021 TCGA-R6-A8W5 60 1 480 NA esophagus stage iva t3 n1 m1a male 2004 no NA esophagus adenocarcinoma, nos 41 NA NA white not hispanic or latino 1 1 NA NA 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 5 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 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 5 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 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4.820178e-06 1.629844e-06 21.6931216931217 6.87830687830688 50.2645502645503 13.7566137566138 7.40740740740741 -0.0400815 11.5858073 10.4405222 6.0944113 12.2320308 7.1843477 10.9797471 9.9444028 5.1791527 10.2970487 9.6421012 NA 9.2132408 NA NA 9.5388854 0.2819059 13.2950320 1.1298765 3.8907191 NA 12.7134100 17.6197399 -0.4550201 8.8788476 8.2185502 8.4942872 2.7392433 2.3523066 3.4194175 13.8090473 10.7163321 13.7935250 10.3291563 9.0434637 8.3894223 12.7663326 1.1298765 10.2978849 11.7207760 10.7928743 13.0410932 10.4690170 11.9308092 1.2819059 0.5449799 9.4453106 10.2334886 12.1741904 5.6742290 8.5893410 11.3208959 4.0474511 11.4708721 8.9297377 3.6604267 9.5943416 9.1863966 8.6421012 6.1547412 13.4133193 2.0474337 8.3109236 10.9367274 6.6844976 9.2073185 11.1510436 0.9599927 9.8326592 14.2846923 11.1688283 6.5893410 10.6305167 -2.0397849 4.0474511 12.2382160 10.8456807 NA 6.2500027 NA 10.3836256 5.0685074 8.3219281 5.8728731 10.7676954 0.0503920 0.2638800 0.8079200 -0.0012473 0.0069435 -0.0118870 -0.0213730 3.6569000 2.8135000 0.2048800 -0.0429240 -0.3049800 0.2445100 0.2549600 1.0453000 3.3576000 -0.3279700 0.0109440 0.3336700 -0.0107420 -0.0012473 0.2346300 -0.1383300 0.6379200 3.6569000 -0.0365380 1.7102000 1.8589000 1.2671000 -0.0894340 0.0084743 0.1828300 -0.0305400 -0.0135400 -0.0834650 -0.0161540 -0.0304040 -0.0304040 0.0045800 -0.0301310 -0.4521100 -0.0224690 -0.0583270 -0.5796000 0.2225300 0.0745520 -0.3159900 -0.7209300 0.2445100 0.2549600 -0.2759500 -0.2759500 0.2222200 0.2170600 -0.1782800 0.2179100 -0.3813400 0.2274600 0.0013868 0.2265300 0.2518300 0.1955800 -0.1240800 -0.0135400 -0.3407900 -0.2578100 -0.2779800 -0.3419400 -0.0365380 -0.0426520 -0.0247980 -0.0387140 -1.2929000 0.3127400 -0.0139530 -0.0139530 -0.3246100 0.0311550 0.0931850 0.0195030 0.0269350 0.222 0.222 0.000 0.181 0.000 0.000 0.235 -0.128 0.000 0.203 0.203 -0.278 0.000 0.000 0.000 -0.283 -0.283 0.209 0.209 0.313 0.313 0.000 -0.315 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.223 0.223 0.000 0.000 0.255 0.255 -0.276 -0.276 0.000 0.000 0.222 0.222 0.000 0.181 0.000 0.000 0.235 -0.128 0.000 0.203 0.203 -0.278 0.000 0.000 0.000 -0.283 -0.283 0.209 0.209 0.313 0.313 0.000 -0.315 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.223 0.223 0.000 0.000 0.255 0.255 -0.276 -0.276 0.000 0.000 8.7673393 11.0993758 4.0474511 3.6324078 6.0260741 7.8593410 4.3350258 6.0632721 9.3306718 6.1148022 4.4029268 5.6810838 10.0122128 8.1572009 10.6456092 11.0784388 9.8584610 11.6776608 11.6021489 8.9451146 9.3326806 4.5449490 8.4628159 7.8877622 10.6842509 10.3158860 12.5729104 10.0125523 11.2536873 10.6619405 7.7397037 0.9599927 9.5843229 7.8593410 6.9567397 -2.0397849 11.5330398 10.6785172 5.8847957 1.9599927 5.7673396 6.6810838 9.9254079 7.8788473 9.5838658 10.5114522 NA 11.5213916 9.5875182 11.6349490 8.3317607 9.6301979 5.6879061 5.9257692 12.6809767 7.5938512 4.4194175 8.0918410 9.8563167 12.5248483 10.4119681 10.9797471 NA 9.9624478 10.0798981 9.0091523 9.7900994 11.0887842 12.9373984 9.9297305 11.0427987 8.6612907 11.1242627 9.7829533 8.1971941 9.7446191 11.8304454 9.4167085 12.2614091 17.6197399 10.6027130 8.5241338 6.5893410 8.2314473 9.7466623 8.2419145 12.2931397 9.1773363 8.5682393 4.7801631 12.2776796 10.4690170 1.1298765 6.5486986 14.3873861 9.5059141 13.1396602 9.9610406 13.1848904 8.2546049 11.9671868 1.2819059 12.6685159 12.3093347 9.9557515 10.6978654 10.3852055 10.7444147 12.2613376 9.5482305 10.3509593 12.9344935 10.7240266 10.9951271 0.5449799 12.9295507 1.1298765 -0.4550201 12.2320308 14.2681219 9.4101645 7.1959981 10.0769780 9.7900994 12.2239137 9.6421012 13.3663554 9.3571242 7.7625010 10.8411633 9.5073610 11.0543919 8.2419145 9.7604798 0.5449799 9.6989210 9.6942705 12.6788382 11.2397400 2.8179711 10.7018726 10.0514197 6.8966218 10.9367274 6.6844976 11.1510436 2.8179711 6.0098331 10.6305167 7.8039051 9.5378852 11.3172614 10.8148527 10.6092405 9.9401239 11.2349448 TCGA-R6-A8W8 72 1 88 NA esophagus NA NA NA NA male 2012 no NA esophagus adenocarcinoma, nos 76 NA NA white not hispanic or latino 1 1 NA NA 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 6.137925e-06 2.150008e-06 31.9672131147541 4.50819672131148 39.344262295082 15.9836065573771 8.19672131147541 NA 10.7911897 10.3649474 5.5088945 12.0622935 7.9940541 9.8256791 9.7597572 6.3910751 8.5181712 9.0537456 -1.7670937 8.2114795 NA NA 10.0353499 NA 12.7563076 0.2327835 4.3202319 NA 12.1535870 12.9892732 2.6922040 9.2453935 4.4225963 8.2214537 5.4665814 -0.7673392 4.1635068 13.9574693 9.9435755 14.5786976 8.8796785 7.4101884 8.0938712 12.9448123 8.9657843 9.9926571 11.7925703 10.3314590 12.4920709 10.8813512 12.6899574 1.4026676 1.5546871 8.3913785 11.3354009 12.1981547 5.1752851 8.8502365 11.5483926 -0.7673392 12.3878243 9.1994473 -1.7670937 10.0133087 9.1694069 8.4151633 6.4026932 14.0526736 -1.7670937 8.9851497 10.5155678 3.1396659 8.7921461 11.5196155 0.2327835 10.1616575 10.1177026 9.8833720 6.3517096 10.3700612 -1.7670937 3.0907518 10.7283742 10.6341818 -0.4281776 9.2751123 NA 10.5282509 3.7563295 8.4543561 8.4795095 10.2081512 -0.4384300 0.0784380 0.0657990 0.0722350 -0.3912900 0.1022000 -0.4019600 -0.5316500 3.6569000 0.0868110 3.6569000 1.4410000 0.0370760 0.0391950 1.1227000 0.0663720 0.0555150 -0.4451500 -0.4460900 0.0920250 -0.4292000 0.0764220 0.0787270 -0.4681200 0.0327040 0.0742650 0.0911550 0.0080567 0.1724200 -0.4606700 -0.4240700 0.0657990 -0.3912900 -0.3989700 -1.0349000 -0.4418900 -0.4418900 -0.4070500 0.1022000 -0.4618500 0.1184400 -0.4717300 -0.4512500 -0.4609900 -0.4233100 0.0868110 -0.4429700 0.5315100 0.0370760 0.0391950 0.0663720 0.0663720 0.5429400 0.0377820 0.0377820 -0.4510600 0.0472680 -0.4574700 -0.4292000 0.0764220 0.0764220 0.0764220 0.6937200 0.0438650 -0.4826000 -1.2929000 0.0000000 0.0639390 0.0069433 -0.4422100 -0.4422100 0.1001600 -0.4898000 0.5388900 -0.9756600 -0.4597100 -0.4898400 -0.6194700 -0.6179600 0.1613000 -0.6162300 0.000 0.000 -0.445 -0.445 0.000 -0.429 0.000 0.000 0.000 -0.085 -0.482 0.000 0.000 0.000 -0.442 0.000 0.000 -0.438 -0.438 0.489 0.489 -0.460 -0.490 -0.385 -0.385 0.000 0.000 -0.418 -0.418 -0.455 -0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.161 0.161 0.000 0.000 -0.445 -0.445 0.000 -0.429 0.000 0.000 0.000 -0.085 -0.482 0.000 0.000 0.000 -0.442 0.000 0.000 -0.438 -0.438 0.489 0.489 -0.460 -0.490 -0.385 -0.385 0.000 0.000 -0.418 -0.418 -0.455 -0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.161 0.161 8.2579087 9.2641256 4.6590340 4.8621240 6.6506210 9.5117991 4.5181700 6.4901561 9.7180951 5.3620525 4.3620490 6.8838212 8.4913348 7.2100488 8.8289587 11.3874289 11.9027635 11.4869118 11.2366382 9.9951509 9.1607246 9.0050836 7.1031336 -0.7673392 9.4428314 11.1432243 11.9141172 7.0624920 12.2544621 11.2361112 7.1840541 1.5546871 11.0965680 9.5117991 5.3524372 6.0593185 11.8400993 10.4648901 5.2327682 0.8177051 4.5546994 6.4854349 9.9500169 6.8548210 10.3591508 10.7997743 1.6922040 13.4448473 8.5123794 12.4083965 8.6548336 9.8896407 4.9332091 7.2411976 11.5698333 8.6931531 -0.7673392 9.8891938 10.3844197 12.0384121 10.2931272 9.8256791 -1.7670937 8.2565234 9.6532555 8.2771632 10.2106749 10.3665534 11.4058214 6.4026932 10.8458678 7.8675802 13.0521498 10.2210986 7.6506217 8.7003745 11.2978484 15.2653500 12.0424366 12.9892732 10.5659243 9.0157671 4.6921984 7.5273894 11.0054959 8.8242912 11.0269817 8.4262945 8.6903549 1.8177460 11.5948497 10.8813512 NA 7.2100488 15.8502282 7.6315125 13.0993718 9.8793276 14.0099472 10.9334254 11.4523913 -0.7673392 12.4368563 12.1137873 8.8083081 10.5831557 11.0043265 10.1760164 11.7395724 7.9640878 10.0977289 12.3140793 10.2785287 10.2894067 1.0401209 12.9872390 1.8177460 -1.724516 12.062294 15.097188 6.314918 8.056136 11.327012 10.210675 11.733362 9.053746 13.759666 7.594713 7.665311 9.741485 9.595809 10.202875 8.824291 9.156096 1.554687 10.046951 10.290084 12.559620 10.907623 3.659034 10.323212 10.097342 6.046550 10.515568 3.139666 11.519615 2.402695 1.554687 10.370061 7.175283 9.852989 10.897216 10.290761 10.556387 9.447088 11.308081 TCGA-R6-A8WC 56 0 NA 70 esophagus NA NA NA NA male 2013 NA NA esophagus adenocarcinoma, nos 3 NA NA white not hispanic or latino 1 2 NA NA 1 1 1 1 NA NA 0 0 0 0 0 0 0 4 0 0 0 0 0 4 6 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 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 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 5.964537e-06 2.219363e-06 29.7071129707113 4.60251046025105 41.4225941422594 15.4811715481172 8.78661087866109 NA 11.1124216 9.8788749 6.8067829 12.0171518 8.2629503 10.0643840 10.1533599 6.1196716 8.3090611 8.1971253 NA 8.4982118 0.5475485 NA 9.9985068 NA 13.2459169 NA 7.3314903 NA 12.6724713 16.1793237 1.0329472 7.7471826 5.1680964 7.7935383 1.5080229 NA 2.1324781 13.6090162 9.2835736 14.5474538 9.4047571 5.3753279 8.3143703 12.4271698 NA 11.4359488 11.7975134 11.2750901 13.1779592 11.0409652 12.5297906 -1.7744783 -1.7744783 1.3955016 10.9655734 13.0091296 4.6178979 8.7422670 11.2834315 -1.7744783 12.7450339 9.9001626 -0.7744783 10.2946960 9.2156859 8.8039545 3.4735142 13.4106509 NA 8.3471155 10.6942059 2.2255834 8.8402917 11.1931684 -1.7744783 9.8886952 14.0723700 8.3587242 4.6178979 10.1647533 -1.7744783 3.8694372 12.1439793 7.9854703 -1.7744783 7.8873602 NA 11.3150324 4.1324699 8.9355272 4.3548682 10.6287964 -0.531440 -0.531440 -0.531440 0.024969 -0.529710 0.047552 -0.559170 -0.543770 0.049398 -0.523690 0.703820 0.041175 -0.515060 -0.515060 0.067375 -0.527880 0.541710 -0.540070 -0.540070 0.033408 0.039619 0.038691 0.062794 0.026514 3.656900 -0.577330 0.048688 -0.578610 -0.244960 -0.531440 -0.531440 0.614440 0.027919 -0.529710 0.041034 0.016032 0.047552 0.047552 0.047552 -0.559170 -0.528490 -0.539060 -0.562230 0.096961 0.049398 -0.548040 0.018103 0.038065 -0.515060 -0.515060 -0.527880 -0.527880 0.057653 0.032616 0.065083 0.065083 -0.540070 -0.579700 0.039619 -0.568330 0.038691 0.038691 0.062794 0.026346 -0.568330 -1.292900 -0.595940 0.016705 -0.577330 -1.217900 -1.217900 -1.217900 -1.180500 0.041883 -0.533170 -0.565150 -0.605550 -0.244960 -0.244960 -0.244960 -0.244960 0.000 0.000 -0.540 -0.540 0.000 0.000 0.000 0.000 0.000 -0.546 -0.546 -0.596 0.000 -1.218 -1.218 0.000 -0.512 -0.531 -0.531 0.000 0.000 -0.533 0.000 0.000 0.000 0.000 0.000 -0.559 -0.559 -0.562 -0.562 -0.524 -0.524 0.659 0.659 -0.515 0.000 -0.518 0.000 -0.245 -0.245 0.000 0.000 -0.540 -0.540 0.000 0.000 0.000 0.000 0.000 -0.546 -0.546 -0.596 0.000 -1.218 -1.218 0.000 -0.512 -0.531 -0.531 0.000 0.000 -0.533 0.000 0.000 0.000 0.000 0.000 -0.559 -0.559 -0.562 -0.562 -0.524 -0.524 0.659 0.659 -0.515 0.000 -0.518 0.000 -0.245 -0.245 5.9670487 9.7144262 -1.7744783 6.0457618 5.6518467 5.5202022 5.7878242 9.0843399 9.2672411 5.2699757 6.4495828 7.4374700 9.0053012 9.2262862 10.8893623 10.8940238 8.3626115 11.3611309 11.1175554 8.4313752 10.1716218 4.0584724 8.2071491 5.7954371 9.3886026 10.6368281 12.5041039 6.2255815 12.0676984 10.3519637 8.2835736 2.3955016 10.7081378 5.5202022 8.1220810 5.8030100 11.2495095 10.4955851 5.7724769 -0.1895158 6.4639869 8.5361948 10.0361536 6.0457618 9.6060430 11.2906614 NA 11.9360655 7.9970716 11.1148957 7.2699757 10.9144878 3.9804732 8.1999967 12.8420733 8.0801854 3.2255834 9.1173657 10.6006214 12.1419279 9.4987948 10.0643840 NA 9.9081377 8.5316435 9.3816649 9.8179735 10.3357389 11.6696883 7.9015391 10.6552501 8.2672408 11.7236831 10.4973367 8.4544005 9.2213491 11.3580816 10.7264039 12.0730308 16.1793237 10.2795077 9.0639979 -0.1895158 5.3548647 10.9004362 8.4301531 13.0152684 10.8407517 8.4932346 4.2479503 11.4581527 11.0409652 NA 4.4350351 14.6544164 8.2171037 11.7940131 10.2382065 11.4209541 10.6977650 11.3933137 -1.7744783 12.7527247 11.8619799 9.2234670 9.7402960 10.3810706 10.3923726 11.6572101 3.9260184 9.8287445 12.6109246 9.7124169 10.3986344 2.0329472 12.5484255 0.5475485 -0.1895158 12.0171518 14.9280762 10.0745960 5.8180401 11.1394063 9.8179735 12.2756856 8.1971253 13.8868868 7.6349729 6.9602916 9.9290530 9.9966586 9.8278168 8.4301531 10.0897680 -1.7744783 9.5344897 9.3477629 12.6105005 10.9374639 3.2255834 10.5651536 8.2171037 4.3753314 10.6942059 2.2255834 11.1931684 8.4675652 NA 10.1647533 8.0568891 8.3196595 10.1801418 10.7644983 10.3117181 8.9962458 10.8549385 TCGA-R6-A8WG 60 1 386 NA esophagus NA NA NA NA male 2013 no NA esophagus adenocarcinoma, nos NA NA NA white hispanic or latino 3 1 NA NA 2 1 1 1 1 1 1 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 4.650838e-06 1.503864e-06 18.3406113537118 6.11353711790393 48.0349344978166 20.9606986899563 6.55021834061135 -1.4548224 10.9522999 9.9000980 2.7932300 13.2218608 8.5099705 10.5982019 9.3558693 5.7610725 9.1283805 2.6327568 0.1302720 8.7896614 0.1302720 6.0766788 9.8574886 6.2317991 14.8389170 -0.4546246 4.7547486 NA 13.0383400 12.1625355 2.1302720 8.8026857 6.3461981 8.8717272 4.3690476 -0.4546246 8.4581872 14.4125764 10.3457932 14.2026814 9.4437554 8.8784532 8.7559935 13.6682470 NA 11.0306238 11.2823738 10.8275174 13.2110222 11.2372593 11.0921921 3.5896916 0.1302720 8.0026783 10.6829293 13.1322576 4.6950473 8.4551908 11.7391787 1.8672244 11.4956713 10.2383315 3.4521869 10.2905518 9.1274396 9.7680925 5.3654756 14.2976783 2.0047171 10.3470061 10.5304281 6.9419021 8.8434861 11.0849412 1.8672244 9.9923808 13.4347541 11.8980308 8.5634979 9.2458588 -1.4548224 2.0047171 11.3504369 10.3147224 -1.4548224 3.2457390 -1.4548224 10.1927561 7.4063845 9.7729136 3.5453012 10.0650567 0.2747400 0.2747400 0.2747400 0.2582400 0.2582400 0.3409600 -0.2474000 -0.2580500 -0.2757800 -0.2444800 0.5288800 0.5288800 0.1746000 0.1746000 0.2588700 -0.2943800 -0.2943800 -0.2237900 -0.2237900 0.3421000 0.3421000 0.4137900 0.0432990 -0.0511810 0.1820900 0.4626300 2.1042000 0.7461300 0.3792400 0.2747400 0.2747400 0.2648300 0.2582400 0.2582400 -0.3434300 -0.3802200 -0.3802200 -0.3054500 0.3163100 -0.2767100 -0.2474000 -0.2416800 -0.2580500 -0.2643200 -0.2226800 -0.2444800 0.5288800 0.5236300 0.1746000 0.1746000 -0.2775000 -1.2382000 0.0076876 0.0076876 0.0076876 0.0000000 -0.2352100 -0.2467900 0.3421000 -0.4352700 -0.3087400 -0.3087400 0.0432990 -0.0419740 -0.2933500 -0.2715200 -1.2775000 0.2299300 0.4610900 -0.2552700 -0.3073300 -0.3000400 -0.4105800 -0.2877400 -0.2673300 -0.3067400 0.1024900 -0.4681200 -0.4681200 0.3299500 0.3792400 0.000 0.000 -0.224 -0.224 0.342 0.342 -0.374 0.000 0.000 -0.272 -0.272 -0.404 -0.222 0.190 -0.272 0.336 0.746 0.275 0.275 0.670 0.958 -0.267 0.102 0.258 0.258 0.282 0.282 -0.277 -0.277 -0.258 -0.258 -0.223 -0.223 0.529 0.529 0.175 0.175 -0.294 -0.294 -0.447 -0.067 0.000 0.000 -0.224 -0.224 0.342 0.342 -0.374 0.000 0.000 -0.272 -0.272 -0.404 -0.222 0.190 -0.272 0.336 0.746 0.275 0.275 0.670 0.958 -0.267 0.102 0.258 0.258 0.282 0.282 -0.277 -0.277 -0.258 -0.258 -0.223 -0.223 0.529 0.529 0.175 0.175 -0.294 -0.294 -0.447 -0.067 8.060997 9.877894 1.130272 8.238784 6.152628 11.088813 6.493665 8.936541 10.168722 6.306849 9.601935 7.994446 10.355066 9.635410 10.676512 10.146604 6.742514 10.833875 9.700116 8.411031 8.321073 5.937615 8.381348 6.021031 8.699711 10.160008 11.040403 5.589692 10.400322 11.428323 7.640695 6.735123 9.142419 11.088813 6.232429 NA 10.916530 9.500948 6.744970 2.130272 5.464162 9.079601 10.709262 7.963150 9.704538 10.804158 NA 11.797224 8.264687 11.290762 9.104675 9.418742 6.092193 6.458187 14.477882 7.984505 NA 7.969464 10.340120 12.054702 10.743129 10.598202 -1.454822 11.076679 8.815593 9.136820 9.112189 10.601935 12.369660 8.713970 13.927652 7.156323 8.037151 10.421047 7.393921 9.017988 11.099887 9.385328 9.751702 12.162536 10.777419 9.085426 7.273218 7.669419 10.124142 7.695045 10.799441 10.615419 8.972611 5.643331 11.657737 11.237259 NA 7.163683 15.592558 9.093156 12.472705 9.710833 9.345389 8.152628 12.576223 1.715234 12.659043 11.836756 8.421814 10.924134 9.751097 11.330137 11.727226 8.163683 10.409871 13.251793 9.903399 10.014940 1.130272 13.178634 NA 1.545277 13.221861 14.751968 9.363081 7.749869 9.542477 9.112189 11.567839 2.632757 13.123140 8.027097 8.066898 10.247470 7.461177 11.998568 7.695045 10.676833 0.130272 6.390788 9.878453 12.120246 11.402696 2.867224 10.149388 9.915985 5.643331 10.530428 6.941902 11.084941 2.632757 1.352646 9.245859 7.573203 9.502400 11.210189 11.584045 10.652188 9.279152 10.626448 TCGA-RE-A7BO 72 1 213 NA esophagus stage iib t1 n1 m0 female 2006 no NA esophagus adenocarcinoma, nos 5 r0 2 white not hispanic or latino 1 2 2 2 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 1 0 0 0 0 4 0 0 0 3 0 0 0 0 0 0 4 0 0 0 4 0 0 4 0 0 0 0 0 0 4 0 0 0 0 4 0 6 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 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 7 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.224226e-06 2.843558e-06 12.9213483146067 7.86516853932584 38.2022471910112 32.3033707865169 8.70786516853933 3.07045803 10.42947893 10.04519476 5.60097737 10.56897833 6.94241480 9.45991353 9.72946627 5.07046232 8.29070546 10.45847880 -0.09943263 7.61478198 -1.09943263 NA 10.76630064 NA 12.40780708 NA -0.09943263 NA 12.57517014 12.25506136 NA 9.83127383 6.39238956 8.23369205 -0.09943263 0.90056737 1.22249547 13.91281181 8.28424066 15.63681392 9.90254983 7.92012713 8.03241937 12.68445552 2.90052873 9.27883134 11.62666732 10.15497465 12.37588991 10.10388444 12.23885500 2.22246455 -1.09943263 3.85473377 9.67861352 11.24863664 4.07045803 8.38435206 11.24815784 NA 11.29580279 9.60955128 -0.09943263 9.85327774 8.10266023 7.48549928 4.83127430 13.53171352 NA 8.17666086 10.54664515 1.48547835 8.67202607 10.33984789 NA 9.89700999 11.14043326 10.25147566 4.85473377 9.05788345 -0.09943263 2.48550411 10.63439914 7.01427829 NA 8.14371024 NA 9.67367567 2.07045803 7.79232049 2.98799385 8.85599748 0.00000000 -0.01895200 -0.04581900 0.03914400 0.07090900 -0.33102000 -0.39479000 0.55383000 -0.01248800 0.00087493 0.42917000 0.42917000 0.11897000 0.66394000 0.93053000 0.00357300 0.00591970 0.70807000 0.70807000 -0.00074311 -0.01317600 0.02562000 -0.34301000 -0.37351000 -0.01840300 -0.41161000 0.05304300 -0.04175100 -0.01097200 0.00564170 0.00000000 -0.04581900 0.03914400 0.07090900 -0.33541000 -0.33541000 -0.33541000 -0.33079000 -0.33102000 -0.39479000 -0.39479000 -0.39479000 0.13585000 -0.01248800 -0.01248800 -0.00785790 0.42917000 0.43423000 0.11897000 -0.36129000 0.00105860 0.00105860 0.00092052 0.00092052 0.00092052 0.00628730 0.70807000 0.69654000 -0.01317600 -0.00480300 0.02379600 0.02379600 -0.34301000 -0.40189000 -0.17327000 -0.89858000 -0.41667000 -0.01840300 -0.81321000 -0.75048000 -0.74258000 -0.74258000 -0.04175100 -0.03617800 -0.04283700 -0.03740300 -0.41744000 -0.01083400 -0.01083400 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6.20431682 5.91176348 9.81192838 8.30780418 12.12408573 11.10204780 NA 12.79156065 9.14846387 10.75306595 8.61134282 9.92429084 0.90056737 4.07045803 11.31310632 8.19793418 6.43969461 8.04519448 10.08788856 12.0424839 9.5676479 9.4599135 NA 8.8415842 11.1830458 7.4589569 11.0591462 10.5367079 12.4413910 7.2668587 9.8119284 7.2134192 13.9383408 9.2247171 8.4627787 10.3843523 11.4673040 10.7238718 11.8357015 12.2550614 10.3645717 9.6182130 7.1813073 7.0246577 9.5957647 10.1963054 12.0513944 9.9746779 9.8612625 4.0298239 12.2834306 10.1038844 NA 6.6949526 16.9515407 8.8386458 12.4182058 10.4722891 14.3326216 10.7670427 10.8481734 1.9005287 13.1473535 12.3358160 9.5407813 7.1341562 10.7358724 9.5817749 13.0975227 4.1484623 9.9793545 14.2370758 9.7350074 12.1109034 1.4854784 13.5628710 0.9005674 1.2282338 10.5689783 14.1878513 10.2503706 6.1484644 10.3843523 11.0591462 11.8382781 10.4584788 12.7252964 8.0220698 9.4854989 9.5515881 8.1075508 10.7262903 10.1963054 8.7998935 -1.0994326 9.0915956 9.9524252 12.0762419 11.1899790 0.9005674 11.2943291 9.2992802 4.5152457 10.5466451 1.4854784 10.3398479 2.0704580 -1.0994326 9.0578834 7.7111080 10.6160696 11.2470502 10.5685350 9.6703742 8.1649793 9.9256761 TCGA-S8-A6BV 76 0 NA 609 esophagus stage iiia t3 n1 mx male 2012 no NA esophagus adenocarcinoma, nos NA r0 2 white not hispanic or latino 1 1 5 1 1 2 1 2 1 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 4 4 0 4 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 4 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 5.687117e-06 1.456457e-06 30.2884615384615 3.36538461538462 34.6153846153846 20.1923076923077 11.5384615384615 NA 9.41938467 9.74877250 5.64318085 11.68941375 7.55420203 9.58996549 9.42821443 5.99626897 9.24822883 4.48667576 NA 7.70907002 NA -1.09819665 10.74693472 1.70907002 13.06360840 -0.23429553 3.42527130 NA 12.62014104 11.45893955 1.22366967 9.81684766 4.80860643 8.71869897 2.22363878 3.42527130 4.83245461 13.04030700 9.05019176 15.97868734 7.84408305 8.61767720 8.09153958 13.33164494 7.88185485 10.05273174 11.73662665 10.67444211 11.66679404 11.12993266 11.53380160 3.54557306 -0.09835109 3.85590999 10.59040263 11.36561758 5.22364264 8.77669654 11.91799072 1.70907002 12.06174417 8.78687762 1.22366967 9.19288580 9.10016033 9.03099812 7.26803758 13.29403262 NA 9.08906721 10.72229311 4.54557306 8.33425719 11.42086000 3.75969914 9.60041993 12.76928353 11.49767194 8.63642488 10.30781920 0.90172613 5.55992615 11.33556141 10.53152718 NA 6.51642495 NA 10.07351754 5.58821691 8.21686466 7.83835304 9.10918110 -0.0344950 1.6634000 -0.3565800 0.0132130 0.0132130 0.0389130 0.4218300 -0.0020784 2.6178000 0.0312950 0.4449400 0.0179630 -0.0501000 0.8856600 0.8856600 -0.0015243 0.3583900 0.0155870 -0.3725600 0.2490300 -0.3315600 0.3934600 1.3304000 -0.3654400 -0.3714400 -0.3926300 0.0066653 -0.0143660 0.2074800 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-0.358 -0.346 -0.346 0.000 0.000 0.000 0.886 -0.332 0.358 -0.139 0.207 9.762802 12.394945 4.425278 6.901715 7.775159 10.458221 5.361147 11.297785 9.254862 4.924081 5.030998 6.369320 9.003691 8.393569 9.094008 11.705443 12.026657 12.441964 10.173178 8.644866 8.313396 7.740919 8.723489 1.709070 9.116034 10.655350 11.954962 8.409510 11.560549 10.138327 7.140120 4.924081 8.568827 10.458221 6.413230 -1.098197 12.315608 10.945084 7.357043 2.071625 6.951563 8.048920 9.079135 8.713892 10.979199 11.174928 NA 12.190870 9.879711 11.459657 8.668244 9.212328 5.721895 6.523767 12.940977 8.012329 6.250442 8.411490 10.196910 12.2783833 10.7401313 9.5899655 -1.0981966 10.0735175 8.9758566 6.4174154 9.8521908 10.1257168 10.5067316 6.4330963 10.4100052 7.9597070 13.6263889 9.7306451 8.2415652 8.3652398 10.8832825 11.1033797 11.3305987 11.4589396 10.3940692 8.0489200 4.7843574 7.9812002 10.8216958 8.2054961 11.0869004 10.1638100 8.1685016 7.2326320 11.3219386 11.1299327 -1.0981966 7.9758566 17.6351795 8.3004587 14.0172466 9.0527319 14.6923182 7.6330344 11.1529017 -1.0981966 12.0607193 10.9299666 8.4466797 10.4203684 9.6726103 10.9987597 12.3801057 5.8674987 10.5076576 13.2662924 10.6004198 11.1096447 0.9017261 14.1371685 NA 1.90531239 11.68941375 15.05692696 10.16908719 6.61596062 10.83651182 9.85219084 11.07383014 4.48667576 13.15600571 9.64990803 7.96511010 9.74013120 9.03969252 11.70402963 8.20549613 9.81310713 -0.09835109 9.24822883 10.89075485 12.50476194 11.07226621 6.34465809 10.43504492 9.37846134 6.75969648 10.72229311 4.54557306 11.42086000 4.22364651 NA 10.30781920 8.77362057 10.40106286 10.16439737 10.57943484 9.80710227 8.28968925 10.82541406 TCGA-S8-A6BW 51 0 NA 620 esophagus stage ib t2 n0 mx male 2012 no NA esophagus squamous cell carcinoma NA r0 0 white not hispanic or latino 3 4 4 5 4 3 6 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 4 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4.820178e-06 1.387102e-06 15.8469945355191 7.65027322404372 56.8306010928962 6.55737704918033 13.1147540983607 0.8015726 10.5440254 10.0518941 NA 11.6799751 8.0628308 10.1725944 9.3578280 5.5055194 13.0166952 4.3340891 -0.4208199 7.6217750 NA NA 9.1935695 5.7015990 12.2577696 1.3161457 2.9484326 -2.0057824 12.6745453 11.5340054 -2.0057824 9.8024005 4.3340891 8.2024750 6.6364013 1.3161457 6.1235234 13.4915001 8.9963526 13.7347633 8.5903838 6.6912089 7.7015997 14.5318080 8.2563356 10.3790245 12.1351631 11.2604417 12.3931180 11.2958798 12.3559789 6.5866972 2.4536756 3.2421757 11.1047240 12.0668976 7.1741497 8.7204587 14.1444664 1.1641426 12.4942112 9.1547047 3.3161747 8.8255481 10.1917646 9.7603555 5.3779462 13.4983148 NA 9.9142213 11.1962114 7.9484373 9.0783846 11.4750309 6.0440902 8.9636273 13.5493691 11.7222675 10.8086229 10.9747410 NA 7.4057516 10.3627472 10.8358050 NA 3.5488312 NA 10.4178819 7.4940867 7.7306427 11.1349108 10.8147767 -0.521830 0.341450 0.341450 0.451220 0.810060 1.376400 -0.485230 0.360680 -0.069734 -0.499550 0.380230 0.286250 -0.508980 3.656900 0.521000 3.656900 0.351860 -0.077212 -0.077212 0.343720 3.656900 0.073833 0.367890 0.359040 0.355120 0.259650 0.259650 0.159350 -0.035040 -0.522560 -0.496210 0.341450 -1.292900 0.081755 -0.497780 -0.497780 -0.497780 0.339660 1.376400 -0.487260 -0.485230 -0.468650 0.655900 -0.946220 -0.485020 -0.499440 0.286250 0.293420 -0.508980 0.401940 -0.493910 -1.241900 0.363620 0.363620 0.363620 0.354170 -0.091307 -0.077212 -0.513210 0.073833 0.073833 0.073833 0.367890 -0.551660 0.164000 0.164000 -0.537840 -0.046041 0.259650 0.236590 0.236590 0.236590 0.159350 -0.361020 -0.089434 -0.089434 0.311130 0.000000 0.013772 -0.035040 -0.035040 0.364 0.364 0.000 0.000 0.344 0.000 0.000 0.368 0.000 0.164 0.164 0.000 0.000 0.260 0.260 0.159 0.159 -0.496 -0.155 -0.361 -0.361 0.000 0.311 0.352 0.000 -0.491 0.886 -0.485 -0.485 0.361 -0.079 0.000 -0.415 0.293 0.293 -0.137 0.372 0.000 0.000 0.000 0.000 0.364 0.364 0.000 0.000 0.344 0.000 0.000 0.368 0.000 0.164 0.164 0.000 0.000 0.260 0.260 0.159 0.159 -0.496 -0.155 -0.361 -0.361 0.000 0.311 0.352 0.000 -0.491 0.886 -0.485 -0.485 0.361 -0.079 0.000 -0.415 0.293 0.293 -0.137 0.372 0.000 0.000 0.000 0.000 6.782143802 9.466423809 0.579180148 0.994217647 8.318421243 8.359469778 6.174150712 7.414200663 9.490095746 4.608951140 8.845209012 6.971520563 9.345732117 8.982925430 9.596475657 12.793421152 9.164215826 11.438738010 10.233839300 8.127383077 8.551378740 5.123525495 7.955690587 NA 8.528212632 10.047487813 11.788453502 9.217035580 12.119571854 10.919424259 8.523671330 6.016607745 12.606590928 8.359469778 3.759507408 -0.005782353 10.344074826 8.812822924 8.549788518 1.453649266 4.203694502 9.054261069 9.035899887 7.586697950 10.857265456 10.995824872 -2.005782353 12.150402819 9.538239188 10.246018952 8.877647638 10.032473925 4.081706050 9.422077384 13.217299704 8.080761577 NA 7.552661413 9.207952621 12.3775400 9.9875329 10.1725944 -2.0057824 9.4083975 7.7153402 8.6052654 9.7352862 10.4340716 11.0405121 7.5697797 11.8498879 7.0166089 11.3628836 10.9820377 9.6959804 9.0152207 11.6830374 12.5298563 11.5067343 11.5340054 10.9495273 8.0670433 3.9484326 6.8080220 8.9542426 9.4760402 10.5236713 12.5452880 7.9900081 4.5334014 12.0017937 11.2958798 2.5178048 6.4078694 15.0897401 7.7340213 13.3189487 9.6662240 10.2009498 5.1741507 11.2345849 0.5791801 12.3609345 11.5066109 9.6942470 11.1100972 9.6308790 10.0583099 12.1669026 7.1541123 10.4684537 12.4747785 9.9157099 11.2129553 1.8016140 12.6627934 4.8015933 1.694702 11.679975 14.162598 9.998110 8.420506 10.592759 9.735286 11.734021 4.334089 13.212917 10.964167 9.501540 10.310522 9.697712 13.412390 9.476040 9.797968 2.453676 9.273851 9.777239 12.759164 10.409983 4.638097 9.886404 10.683584 7.952794 11.196211 7.948437 11.475031 6.071057 5.988594 10.974741 7.991420 10.136667 11.297593 10.290010 12.635784 8.876119 11.142717 TCGA-V5-A7RB 59 1 161 NA esophagus NA t0 n1 mx male NA no 90 esophagus adenocarcinoma, nos 40 r0 1 NA hispanic or latino 1 2 NA NA 1 2 4 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7.490349e-06 1.491134e-06 21.2121212121212 3.03030303030303 29.5454545454545 29.1666666666667 17.0454545454545 -1.7504940 10.2384332 10.3467672 6.3579179 12.1608791 7.0488051 9.7861216 9.7675548 6.1053219 7.9129516 8.1350900 -0.7504940 8.8887341 NA 4.3991437 9.1718591 0.8343876 12.8521463 0.2493847 3.2493998 NA 12.3977112 12.8098457 -0.1656933 10.0299333 5.7650944 8.6777538 7.4190180 1.5713370 3.4193231 14.4230706 9.7836963 14.6641889 9.7335970 7.3447903 7.6693535 12.4624977 10.4996919 10.2191397 11.6211620 10.9828325 12.3313762 10.2613196 12.2508017 0.2493847 2.5713128 5.3786781 9.7836963 13.0849471 4.5892422 8.8020626 11.1301383 NA 12.3021313 8.5320765 NA 9.2108432 8.6058454 9.3709271 7.0076171 13.3322910 1.5713370 8.4392179 10.7149599 4.2937898 9.2376450 10.7719750 2.8932457 9.1919080 10.3056925 9.9035820 6.4490661 7.5825485 -1.7504940 2.7088273 11.0123983 11.2083086 NA 6.8530201 NA 9.4174388 3.8343573 5.7251276 9.8539467 9.7382078 0.02468900 0.00000000 -0.00124730 -0.33941000 -0.01367700 -0.02849400 -0.02137300 0.00221930 -0.00166290 -0.03721800 1.83730000 1.21790000 -0.61143000 -0.02356600 1.78070000 -0.61297000 0.04982400 -0.00429290 -0.00429290 0.02048300 0.00069327 1.03480000 0.00444110 0.03228100 0.05665500 0.09362100 0.06694500 0.07642200 0.26388000 0.02641600 0.00000000 0.03326700 -1.21910000 -0.00636680 0.00291330 0.00291330 -0.01050800 -0.01050800 -0.02849400 -0.01064600 -0.02137300 -0.01917700 -0.01147300 -0.60849000 -0.03789800 -0.03245000 -0.62083000 -1.23340000 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8.3953255 10.6590496 8.6459984 11.3031497 10.9627800 10.2153040 12.0194379 10.2564208 9.9102807 8.4639432 6.1073740 7.4392184 -0.1656933 9.5266810 9.8691550 12.0252095 6.8268217 11.9795940 11.2178803 7.8787499 3.7729519 10.5431525 10.6577232 6.0186364 -1.7504940 12.1073745 10.3164916 6.3474247 0.8343876 6.1663479 7.6459984 9.8755588 7.0241800 10.6066706 10.9543778 4.8192492 12.5979833 8.6014369 11.3180039 9.4155565 9.7512307 5.7412458 6.4539653 12.5672300 8.2359467 NA 7.6330977 10.2405610 12.1127087 9.8015823 9.7861216 -0.1656933 10.3598768 8.8659423 8.2828165 10.4336335 10.6387559 12.0947649 7.7670628 10.5724482 8.2648085 11.7542125 10.6848033 8.7047209 9.1328004 10.9638537 11.6769067 12.3700364 12.8098457 11.0765377 7.8842047 3.7729519 6.8455829 9.4490659 8.8001402 11.4495258 10.9569684 8.8659423 3.5347962 12.2553688 10.2613196 NA 7.4564078 15.8604690 8.9824087 12.3182557 10.2366575 13.5326266 9.8773832 12.0505966 -0.1656933 13.3708271 11.8308295 9.0446214 9.7665708 10.8767610 10.4475316 11.5553128 5.7332106 10.4265016 12.4367564 9.7646006 10.6923370 2.2493847 12.7006046 3.3368546 4.6948245 12.1608791 14.3942895 9.5775074 7.2209374 10.0233568 10.4336335 11.4026288 8.1350900 13.4078848 7.7866120 7.8696136 9.8608795 9.1532754 10.8448841 8.8001402 9.2230909 2.5713128 9.9040296 10.4776110 12.1961170 10.6425158 5.9908596 9.9191644 9.8315354 6.5847837 10.7149599 4.2937898 10.7719750 0.8343876 2.1562995 7.5825485 8.1682569 10.6476028 11.3129571 10.9467955 9.4866034 8.4551866 9.7407456 TCGA-V5-A7RC 55 1 104 NA esophagus NA NA NA NA male NA yes 80 esophagus squamous cell carcinoma 18 NA NA black or african american not hispanic or latino 3 4 NA NA 4 3 2 3 2 3 4 0 0 0 0 0 0 0 5 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 6 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 5 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 5 0 0 0 4.820178e-06 1.317747e-06 9.34065934065934 9.34065934065934 53.8461538461538 14.2857142857143 13.1868131868132 NA 11.4317024 10.4443402 NA 12.7847583 9.1544619 9.9490788 9.2984682 5.2925646 9.9959176 10.0750374 1.8146325 8.6394666 0.6771699 5.6771502 8.5766869 3.6406209 12.4124163 1.3334237 4.3094163 1.9401668 12.2720333 12.2049191 2.1625645 8.8207872 4.7302595 9.1520716 5.7308682 4.0556642 -1.6447582 14.6453477 12.0094093 12.8644669 9.7688752 6.3382140 8.2022938 13.9802446 9.3013960 12.0232193 11.4475055 13.0026230 12.7071952 10.6604276 11.8051432 0.3552418 5.0417205 3.4844991 11.2382458 12.7639134 4.5049699 8.7171647 14.2510213 5.8390375 13.5174941 9.6896617 0.3552418 9.5774118 10.7677906 10.3346459 5.8470749 13.9924117 1.8146325 11.1807759 10.3632992 6.6220079 9.0408456 11.3678453 6.4947724 9.6618522 13.7481754 11.2509854 10.0298544 11.5324223 1.3552418 8.0098566 9.1944245 10.1332979 -0.1697447 3.1625807 -0.6447582 11.3175746 5.5548927 7.8430605 11.5458171 10.8347156 3.656900 0.222990 0.158890 0.625880 0.379900 3.060200 0.498740 0.186160 3.656900 -0.582840 0.227770 0.227770 -0.561470 -0.561470 -0.102570 -0.557770 -0.109590 0.198470 3.111700 -0.112990 3.656900 0.213150 0.000000 0.039902 0.244980 0.339010 -0.176510 0.005970 -0.108670 -0.184580 -0.192120 0.802080 0.359200 -0.049830 -0.586670 -0.575650 -0.575650 2.585500 3.060200 -0.532760 0.506020 0.506020 -0.163090 -0.146820 -0.582840 -0.589050 0.227770 0.241870 -0.561470 -0.561470 -0.557770 -0.557770 -0.223300 -0.223300 -0.223300 -0.223300 -0.213420 -0.529710 -0.141680 0.213150 0.213150 0.213150 0.000000 -0.377520 -0.159380 0.312410 0.244980 0.244980 0.339010 -0.176510 0.181020 0.897280 -0.569120 0.281370 -0.219490 -0.184960 0.303140 0.441720 0.441720 -0.108670 -0.108670 -0.223 -0.223 0.198 -0.359 -0.113 -0.113 0.213 0.000 0.000 -0.117 0.195 0.245 0.245 0.173 -0.166 -0.171 -0.171 0.199 0.199 0.281 0.281 0.402 0.303 0.626 0.221 -0.518 2.453 -0.013 0.506 0.205 0.042 -0.156 -0.583 0.228 0.228 -0.561 -0.103 -0.558 -0.110 0.333 -0.109 -0.223 -0.223 0.198 -0.359 -0.113 -0.113 0.213 0.000 0.000 -0.117 0.195 0.245 0.245 0.173 -0.166 -0.171 -0.171 0.199 0.199 0.281 0.281 0.402 0.303 0.626 0.221 -0.518 2.453 -0.013 0.506 0.205 0.042 -0.156 -0.583 0.228 0.228 -0.561 -0.103 -0.558 -0.110 0.333 -0.109 7.69507096 9.49477220 2.05564686 1.67716994 6.89438004 8.77833673 6.26211176 6.25608789 9.39756426 5.63134588 8.24244150 7.60314858 9.21164620 9.21242416 11.42467057 12.55381929 9.03226205 10.95699159 8.58764177 9.96070037 8.53519216 5.18811207 6.82282573 NA 9.30360999 10.29333013 11.32406756 11.02543444 12.12687325 11.87129011 8.06257993 5.06946588 11.64148976 8.77833673 4.64413316 -0.64475816 10.68108834 9.81106171 8.09837218 2.35521365 5.69506957 6.86301541 10.67658521 6.30358716 11.01655357 11.21028389 -0.05979566 12.14719761 9.33892687 9.04783636 9.82791157 10.30358796 7.43203656 9.03909260 13.90051712 7.55324836 -1.64475816 9.11594073 9.18176922 12.29360582 10.18613207 9.94907877 3.64062093 10.11594073 5.54504477 8.43337179 9.95420373 10.29663521 14.07112380 7.81874513 11.02188859 8.33821447 9.08908337 11.06774781 9.17460166 8.73676383 11.41928985 12.98848112 12.43220334 12.20491909 11.36277374 9.00447695 3.60314561 6.79401290 9.37828207 9.72372732 11.26605084 12.62901638 8.50218379 4.33250029 12.72992068 10.66042757 6.34390522 7.06257939 15.66960541 7.37481171 12.75483250 10.78906702 9.58943955 3.90981150 12.42643171 -0.05979566 14.89686874 11.97544060 9.08993028 11.28244316 9.28494529 9.04870783 11.32891812 4.39961546 10.67319864 12.27242220 9.83095421 9.48321520 3.05566421 11.98753444 1.94016675 2.820547 12.784758 14.621556 10.601071 9.035580 10.553359 9.954204 10.873628 10.075037 13.474446 8.999978 7.120093 9.447978 7.703949 10.250796 9.723727 10.672351 5.041720 10.316670 10.267736 11.976929 10.633961 4.798165 9.766202 9.734058 5.649842 10.363299 6.622008 11.367845 6.143124 -1.644758 11.532422 7.796090 10.167398 11.441855 11.076747 10.275201 8.611382 10.183357 TCGA-V5-A7RE 45 0 NA 500 esophagus stage ib t1 n0 m0 male NA yes 90 esophagus adenocarcinoma, nos NA r0 1 white not hispanic or latino 1 1 NA NA 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 3.898906e-06 1.392466e-06 20 2.5 49.5 15.5 12.5 NA 10.8648093 9.8604827 6.1991894 11.8193063 7.6686375 8.8772611 8.7402081 5.2430673 6.1462947 9.2369228 -0.7666027 7.6928366 NA NA 8.9097764 NA 13.2527567 NA 2.3208601 NA 11.4196739 16.2584146 NA 9.2791646 3.5909612 8.3882231 0.2333973 NA -0.7666027 14.1465981 10.4201381 13.5797212 9.5558175 5.2106850 7.3446448 14.1569877 1.5553254 10.1080020 11.6533887 10.9568525 12.1278437 10.4993128 12.2735233 NA NA 1.6928289 10.1187199 12.0921134 2.3208601 8.3703958 12.5255827 -0.7666027 10.9968247 8.9550936 NA 9.4586123 8.3062075 8.0662948 4.1402960 13.5296758 -1.7666027 7.0631276 10.2917349 1.6928289 9.1415421 10.1037696 NA 10.0674807 13.4181252 9.9591971 3.8481171 9.1693285 NA 0.8183598 12.2079987 8.3510479 -1.7666027 7.6192670 -1.7666027 10.3085497 2.3208601 8.2446321 3.2333973 9.2471533 -0.3771800 0.1058800 0.1968200 0.3830300 0.3841900 0.0882580 -0.4119000 0.3761100 0.0348180 -0.0054939 0.0496820 0.0151210 1.8143000 -0.3947500 0.4102800 -0.4000800 -0.3907400 -0.4128900 0.0391950 0.0985600 0.0311550 0.0192230 0.0683780 0.0086686 3.6569000 1.5193000 0.8770700 0.0108420 -0.1006600 -0.3771800 0.1058800 0.2760000 0.3830300 0.3841900 0.0223460 0.0204830 -0.4597100 0.0882580 0.0882580 -0.4080400 -0.3864900 -0.4336600 -0.0430590 0.0348180 -0.0054939 -0.4836500 -0.0965720 0.0413170 -0.9162000 -0.3947500 -0.9317900 -0.4000800 -0.3960800 0.2684400 -0.4008600 -0.3967500 -0.4128900 0.0043021 0.0311550 -0.4227600 -0.4227600 -0.4363700 0.0732660 -0.3828000 -0.3814500 -1.2929000 -0.3921300 -0.3934100 0.7821500 0.5872200 -0.8739300 1.5635000 -0.3850400 0.1940600 -0.8863500 -0.8810900 -0.3880600 -0.0964400 -0.0610170 -0.0610170 -0.1039700 -0.397 -0.397 -0.413 0.000 0.000 0.000 0.000 0.000 -0.383 -0.381 -0.381 -0.380 -0.380 0.838 0.000 0.000 0.000 -0.377 -0.271 0.194 0.194 -0.844 -0.388 0.000 0.383 0.000 0.000 -0.408 -0.408 0.000 0.000 0.000 0.000 0.000 0.000 0.013 0.408 -0.400 -0.400 -0.101 -0.101 -0.397 -0.397 -0.413 0.000 0.000 0.000 0.000 0.000 -0.383 -0.381 -0.381 -0.380 -0.380 0.838 0.000 0.000 0.000 -0.377 -0.271 0.194 0.194 -0.844 -0.388 0.000 0.383 0.000 0.000 -0.408 -0.408 0.000 0.000 0.000 0.000 0.000 0.000 0.013 0.408 -0.400 -0.400 -0.101 -0.101 7.146294 10.632950 1.933837 6.452574 5.756967 8.791825 4.905832 9.186874 9.441029 5.266828 7.050389 6.978239 11.301175 8.171514 11.476579 11.040559 10.566110 11.665425 11.341929 8.261311 8.275379 5.331437 9.614948 3.692840 9.197746 11.179032 12.210506 4.862764 11.680593 10.398626 8.248820 1.818360 9.661242 8.791825 7.646313 1.933837 11.669075 11.073002 6.486071 -1.766603 3.590961 5.954503 9.501947 4.919907 10.270609 10.572698 NA 12.425698 9.183232 11.598497 8.886250 9.762347 2.933837 4.140296 12.913490 7.511506 NA 7.250213 10.631079 11.5846201 10.0266017 8.8772611 NA 10.6491466 9.6871898 8.9450718 9.3464501 10.6065419 13.0205422 8.6773842 11.0497885 7.2529956 11.6918115 10.1064644 7.0439766 9.7121745 10.7954087 10.3684664 11.2687195 16.2584146 10.1217675 8.7362365 1.8183598 5.5553315 10.9075971 8.3406219 11.9378489 7.5141759 9.1312502 NA 11.8948489 10.4993128 NA 5.6084456 15.3118562 8.9163993 12.6083085 10.2592365 12.7097080 9.8554567 12.2880940 -0.7666027 12.7263026 11.4779173 9.3102204 9.8051575 10.1428030 10.2640720 11.8528224 6.1402960 10.7154564 13.5845204 9.7579465 10.7774033 1.4033223 13.0730515 NA -0.7521940 11.8193063 14.7016305 10.3799735 4.2557726 10.7230020 9.3464501 11.3956388 9.2369228 12.1375690 6.1282233 7.8164877 9.8822119 9.1492843 10.2974739 8.3406219 10.1387918 NA 9.7302587 9.2006311 11.8186021 11.1012627 0.5553254 10.2626920 7.7841519 2.4813248 10.2917349 1.6928289 10.1037696 -0.7666027 -0.1816402 9.1693285 8.2106850 9.7623473 12.2356045 10.8925088 9.4622235 8.3831522 10.3393133 TCGA-V5-AASV 67 0 NA 467 esophagus stage iib t3 n0 mx male NA yes 80 esophagus squamous cell carcinoma 30 r0 NA black or african american not hispanic or latino 2 3 NA NA 3 3 2 3 NA NA 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 6 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.265338e-06 1.491134e-06 26.7857142857143 11.3095238095238 44.047619047619 10.7142857142857 7.14285714285714 NA 10.4392076 9.4627068 0.6780719 12.6210445 7.7277843 10.5580342 9.4545049 5.0421190 9.1729275 7.8752886 1.8479969 7.4982509 NA NA 10.7699800 -0.3219281 13.1366881 3.7198406 1.8479969 2.4854268 11.3304688 12.6767505 0.2630344 10.1898246 5.7970130 8.7813597 3.1531568 NA NA 14.3340777 9.6395216 15.1658053 9.3449527 8.3715589 8.2761989 13.4408692 10.5141223 9.4296160 11.1168949 10.4042901 12.6646251 9.6886000 11.2405529 -1.3219281 1.0000000 7.7628803 10.9077920 12.0316240 2.5849625 8.4008794 12.3487282 1.0000000 12.7354714 9.6340995 2.2630344 9.1838835 8.1497471 9.1158240 4.2630344 13.0213270 1.2630344 8.6892992 10.6132370 9.5728897 8.6337218 11.2583305 3.6322682 9.0201466 13.4100273 10.2249664 6.8972404 10.4811940 -0.3219281 5.0531113 8.1598713 10.9257028 1.0949116 5.7004397 NA 10.5476657 3.9259994 8.4950555 10.1236041 9.6854847 -0.00470790 -0.00470790 -0.00880490 0.67771000 2.12930000 0.01544700 -0.01849000 -0.02537500 0.00235810 -0.00207840 0.74371000 0.74371000 0.75586000 0.75586000 0.78871000 0.00221930 -0.01058700 -0.02748300 -0.02748300 0.00083195 0.00083195 -0.01532900 -0.00456950 -0.00110870 0.67641000 0.01056400 0.01056400 0.66623000 0.13081000 -0.00470790 -0.00470790 -0.03817000 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0.000 0.000 0.744 0.744 0.756 0.756 0.000 0.000 0.145 0.145 6.2249664 9.0864016 7.5453506 5.4462562 8.7548875 9.1147834 6.5728897 5.3074285 9.3407403 6.2927817 5.8875253 7.9518675 10.0078682 12.0272149 12.1623913 12.3040090 6.2142803 11.0134623 9.7149324 9.5766733 7.2667865 4.1699250 6.5607150 4.7004397 8.5478971 12.1313425 11.6557096 9.7515441 11.0192905 11.8292470 6.6438562 3.9259994 9.1064321 9.1147834 4.2788769 0.2630344 11.4089666 7.6496155 4.2016339 2.6780719 4.5849625 5.7441611 10.1558302 6.4462562 10.4245862 11.1596191 NA 12.5731738 9.5872150 9.1147834 9.6596392 9.6169164 6.4724878 9.4982509 13.2427573 7.1367656 NA 4.8479969 8.1818976 11.7185329 9.4495614 10.5580342 -0.3219281 9.6717180 7.6351739 8.3923174 9.9863427 10.1838835 11.0352225 8.4902492 12.6818533 8.3991711 7.8850862 9.9686668 9.7515441 9.7434880 11.3566720 12.0375730 11.9576825 12.6767505 10.6456584 9.1578522 5.5969351 7.3469569 7.0000000 9.8917837 11.3998120 11.5580380 9.1709265 6.1538053 11.9323624 9.6886000 3.3785116 6.3001237 15.5010322 9.5337191 12.4839165 9.8303567 8.4854268 7.0874628 11.4769487 1.0000000 13.3164241 11.5162910 9.2789140 5.8972404 9.6590611 8.4982509 11.6032554 7.4528590 10.1333991 12.9842739 9.4429435 10.5010410 1.2630344 12.2425787 0.2630344 -0.3219281 12.6210445 14.8278698 10.9116916 8.4998459 11.5093791 9.9863427 11.1367348 7.8752886 7.4059924 6.8021932 8.2573878 11.6420228 9.1898246 11.9059886 9.8917837 9.1210154 1.0000000 10.1548181 10.0666274 12.4273128 10.6442168 1.0000000 10.3090033 9.0757465 3.8073549 10.6132370 9.5728897 11.2583305 2.1375035 5.8278190 10.4811940 6.1127001 10.9155807 12.8465873 11.0438475 10.3273281 9.7299606 10.6973151 TCGA-V5-AASW 72 0 NA 282 esophagus NA NA NA NA male NA yes 60 esophagus adenocarcinoma, nos NA NA NA white not hispanic or latino 1 2 NA NA 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5.097599e-06 2.011297e-06 23.7864077669903 4.36893203883495 51.4563106796116 10.1941747572816 10.1941747572816 NA 10.8203673 9.6095341 5.8134862 12.1646783 6.8824474 10.7953756 10.2924927 5.7071769 7.2577876 1.1051417 NA 8.1712298 -0.7022803 NA 9.8015916 NA 13.0444376 NA 2.9982316 NA 12.5352945 13.7799635 -1.7022803 8.8827482 5.0659686 8.3380754 0.8827604 -0.1173178 4.5072365 14.1997132 9.7166924 14.0649825 9.6545623 6.3692484 7.9326152 13.4978797 1.7572366 9.9184638 11.6626509 11.5044949 13.0853823 10.6481725 12.5870842 -0.7022803 -0.7022803 5.5169544 10.5343979 12.6005260 3.2046729 8.9225811 11.7367036 NA 13.0184041 10.1206832 NA 9.9018756 8.9398375 8.6739111 4.0526767 14.0221664 NA 8.9825345 10.6741825 1.7572366 8.5981381 11.4910031 -1.7022803 10.1035296 12.7168901 8.6083986 4.4063122 10.0127696 NA 1.8827604 11.1491444 11.1379736 -0.2799843 8.2151578 -0.7022803 10.3034103 3.5072365 9.4820413 5.9416416 9.8372693 -0.478280 0.097542 0.101180 0.026092 0.026092 1.590500 -0.456850 0.057796 -0.390510 -0.390510 0.422510 0.422510 -0.152980 -0.059177 0.166100 0.533270 0.071391 -0.481440 0.407270 0.027778 0.017824 0.424770 -0.473110 0.000000 1.886000 -0.758200 -0.184840 -0.044551 -0.152380 -0.478280 -0.478280 0.101180 0.026092 0.026092 -0.470030 -0.511350 -0.953120 -0.459390 1.590500 -0.561060 -0.499550 -0.464720 -0.479860 -0.389730 -0.390510 -0.408600 0.036512 0.390650 -0.152980 -0.059177 -1.025900 -1.292900 0.195730 0.072540 0.072540 0.072540 -0.481440 0.429220 0.017824 0.383250 0.424770 0.424770 0.011400 0.000000 -0.400970 -1.022700 -0.527470 0.422840 -0.758200 -0.755130 -0.755130 -0.786980 -0.548850 0.457860 -0.354420 -0.383510 -0.520200 -0.111950 -0.111950 -0.111950 -0.133500 0.123 0.000 -0.049 0.432 0.000 0.000 0.425 0.000 0.000 -0.393 -0.393 -0.121 0.406 -0.755 -0.755 -0.464 0.000 -0.478 0.000 0.458 0.458 -0.384 -0.520 0.000 0.000 0.108 0.567 -0.561 -0.460 -0.469 -0.469 -0.391 -0.391 0.423 0.423 0.000 0.166 -0.462 0.000 -0.133 -0.133 0.123 0.000 -0.049 0.432 0.000 0.000 0.425 0.000 0.000 -0.393 -0.393 -0.121 0.406 -0.755 -0.755 -0.464 0.000 -0.478 0.000 0.458 0.458 -0.384 -0.520 0.000 0.000 0.108 0.567 -0.561 -0.460 -0.469 -0.469 -0.391 -0.391 0.423 0.423 0.000 0.166 -0.462 0.000 -0.133 -0.133 6.836944 9.756705 4.155765 7.809539 6.797632 8.939837 4.836944 7.726146 9.111567 5.984286 2.297778 7.320153 9.872379 5.860029 7.846607 11.341667 10.484114 11.325346 10.757730 8.369248 8.937353 6.124334 8.553994 7.075863 9.700467 10.539769 12.563547 5.628704 11.670211 10.740988 7.374601 2.690104 10.134231 8.939837 5.895242 4.079148 11.706779 9.789138 6.065971 1.105142 4.637633 5.052672 10.058921 6.257788 10.982096 10.915712 NA 12.550451 9.249799 11.789764 8.467711 10.731371 4.079148 6.797632 13.453948 7.862316 NA 8.594702 9.745902 12.7049871 9.7986276 10.7953756 NA 10.0787355 12.2081474 9.2263040 9.3255051 11.5229932 12.5813118 8.6975977 10.9396118 7.7936410 10.2822042 10.5296069 7.9271421 9.8719062 11.5390241 10.9063201 11.9734121 13.7799635 10.4228763 9.0341876 2.9982316 5.9271427 10.0605830 8.3839220 12.0574659 7.4677107 9.5457132 1.1051417 12.4147794 10.6481725 NA 6.7976317 16.3559771 8.6431910 12.3278493 10.4478504 13.3916572 10.5513378 10.8832178 NA 13.4945888 11.7275848 9.7066462 10.3391026 11.4934732 10.8518949 12.2414910 5.9271427 10.4050028 12.1955840 9.6744538 11.0088074 1.6196947 13.2302773 0.6197417 2.2190291 12.1646783 15.3316429 10.5005217 6.7071769 10.2340557 9.3255051 12.0742188 1.1051417 14.6284751 7.1211532 7.6901035 9.5641741 9.3069145 10.7597767 8.3839220 9.7556796 -0.7022803 9.2914318 10.5272054 12.2103009 10.2125445 1.6196947 10.6523106 8.4334949 3.7240499 10.6741825 1.7572366 11.4910031 1.2977784 0.6197417 10.0127696 6.5785569 9.8785154 10.8874369 10.5698323 10.4500706 9.0392527 10.7732659 TCGA-V5-AASX 74 0 NA 273 esophagus NA NA NA NA male NA NA 90 esophagus adenocarcinoma, nos NA NA NA white not hispanic or latino 2 2 NA NA 1 1 1 1 1 1 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 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 5 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 4 0 0 0 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 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 1.036859e-05 3.675819e-06 35.2798053527981 1.45985401459854 38.1995133819951 13.8686131386861 11.1922141119221 NA 10.60581552 9.88355667 6.18793200 12.47633647 8.04940805 10.59086555 9.81734185 5.21884703 8.85308900 7.64972969 0.07423139 9.23972549 NA -1.92576861 9.93878287 -1.92576861 13.09543286 NA 3.02839234 NA 12.69932846 13.41879842 0.07423139 9.43558588 6.45356861 8.45248548 2.11420042 NA 3.93217459 14.06907417 10.27478254 15.07080712 8.41922959 8.40622712 8.97130213 13.48513858 NA 10.46543396 12.18867782 10.80232354 11.95214552 10.97505721 12.12429414 1.07416288 NA 6.70354649 11.12046185 11.90924898 5.34097522 8.55800621 11.68423478 -0.92576861 11.88837229 8.90574320 1.24409549 10.10071384 9.63833997 8.64024457 5.86860529 14.68845453 NA 9.84196101 11.01046027 2.82907829 8.12811654 11.51609712 2.16166199 10.39273321 13.43575730 11.27784432 6.54992325 10.80952434 0.65919389 4.32211563 12.33290367 10.98857556 -1.33133622 8.52540140 NA 10.81797294 4.46650966 8.98932297 1.88154716 9.78345518 -0.1425800 0.0141900 0.0141900 0.0029133 0.0029133 0.2807400 -0.1067000 -0.4477100 1.8914000 -0.0053340 0.1814700 -0.1858400 0.0065262 0.1772400 0.1863100 -0.3255400 0.0583670 0.0210430 0.0210430 -0.0105080 -0.4483500 0.0431920 0.1583100 -0.0677260 0.1463700 0.0533790 0.0533790 -0.0261670 0.3056900 -0.1425800 -0.5851000 0.0141900 0.0029133 0.0029133 -0.0487480 -0.0487480 -0.0487480 0.0737660 0.2807400 -0.1067000 -0.1067000 -0.3103800 -0.6188200 0.0529520 -0.0053340 -0.0053340 -0.1850900 -0.3910700 0.0065262 0.0269350 -0.3417100 -0.8774300 0.0000000 0.0000000 0.0000000 -0.0928390 -0.3597700 0.0210430 -0.4483500 0.0062254 0.0431920 0.0431920 0.1583100 -0.0677260 0.0230050 0.0230050 -0.6637400 -0.5539700 0.0533790 -0.0799980 -0.0799980 -0.0799980 -0.0261670 0.5530100 -0.2184900 -0.2184900 -0.0954740 -0.2393600 -0.2393600 -0.2393600 -0.2393600 0.000 0.000 0.000 0.000 0.000 -0.438 0.000 0.158 0.000 0.000 0.000 -0.664 -0.151 0.000 0.000 0.000 0.000 -0.568 -0.568 0.553 0.553 -0.218 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.156 -0.619 0.000 0.000 0.181 -0.004 0.000 0.150 -0.323 0.000 -0.239 -0.239 0.000 0.000 0.000 0.000 0.000 -0.438 0.000 0.158 0.000 0.000 0.000 -0.664 -0.151 0.000 0.000 0.000 0.000 -0.568 -0.568 0.553 0.553 -0.218 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.156 -0.619 0.000 0.000 0.181 -0.004 0.000 0.150 -0.323 0.000 -0.239 -0.239 8.848154 10.858621 4.944554 5.449231 8.176166 8.533622 5.016706 9.507254 9.657273 4.956833 3.533626 5.938378 8.383667 8.829078 5.887971 11.334816 11.702374 12.842271 11.956547 9.069251 9.251654 5.475069 8.013770 3.161646 9.259425 11.471999 11.922226 7.039975 11.652333 10.593581 7.521274 1.533613 12.414388 8.533622 6.257676 3.774629 11.960935 10.067836 8.140280 2.659148 5.688899 5.760692 9.911030 7.107614 10.147997 9.893970 NA 11.985957 10.048605 12.627880 9.350315 9.760253 5.842375 5.710815 13.098291 7.906859 1.533613 8.621085 10.710135 12.962458 10.310504 10.590866 NA 10.231222 11.127268 8.306611 9.398933 10.859643 12.301806 7.431742 12.307885 8.421812 13.118755 10.140952 7.895964 9.315578 11.465031 11.186886 11.949172 13.418798 10.696929 9.086815 3.774629 7.790152 10.958170 7.517134 11.513242 11.748383 8.999003 3.161646 12.260924 10.975057 -1.925769 7.382530 15.808117 9.202829 12.800888 9.647838 13.963908 10.435860 11.606303 1.244095 13.597701 11.915755 9.667115 9.860868 11.124087 10.264015 12.252855 6.999003 9.954156 12.385427 9.919288 10.888973 1.659148 12.793900 NA 0.07423139 12.47633647 14.34879626 10.68751951 7.78154987 10.49046012 9.39893347 12.07198736 7.64972969 14.35472560 8.61915473 9.69395193 9.94062325 9.56854596 10.58198509 7.51713394 9.84650507 NA 8.82740718 10.21406153 12.45187545 10.50438155 5.32211924 10.39075484 9.64024439 5.59775164 11.01046027 2.82907829 11.51609712 3.71804373 -0.34080611 10.80952434 6.84237423 10.54383224 11.85308888 10.13285866 10.68544578 9.09099868 11.00658977 TCGA-VR-A8EO 49 0 NA 785 esophagus stage iia t3 n0 m0 male 2013 yes 90 esophagus squamous cell carcinoma NA r0 0 white NA 3 4 2 2 2 3 6 4 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 1 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 3.146974e-06 7.519318e-07 15.0684931506849 11.6438356164384 60.2739726027397 5.47945205479452 7.53424657534247 7.2804516 11.1544081 8.8170223 0.6954594 12.5772721 7.3088368 9.0319956 8.8902457 5.7507726 11.8553603 1.2804219 NA 8.9170761 -0.3045406 -0.3045406 9.7068979 8.1873422 12.6804903 3.6023737 4.2500748 1.0174231 13.0301812 10.1818213 5.2804516 9.5604488 5.0530418 9.0845825 1.0174231 4.3679162 NA 14.7688984 9.1923426 12.7612063 9.1568150 7.7669516 8.4996685 13.8275870 1.6955039 9.5060606 11.3367595 10.6738419 12.8632207 10.2944719 11.6951367 2.3959402 1.6955039 4.3102020 10.6863021 12.2167005 7.4768491 8.3976618 11.5534699 7.0705289 12.8196911 8.8088664 4.1217531 9.4445203 9.9098080 9.8853135 8.1893442 13.0264058 -1.3043625 9.0151611 11.1479876 9.1883436 8.9219010 10.8954680 4.6727704 9.2200307 13.0441480 9.3626005 9.8254158 11.0885576 1.2804219 10.2738617 8.9338936 12.2100797 -1.3043625 2.9434150 NA 10.8982250 5.4899057 9.1217537 4.5283775 9.6385751 0.04163300 0.72206000 0.05665500 0.39978000 0.39978000 1.84930000 0.65864000 0.50689000 0.00000000 0.01056400 1.21470000 1.19190000 0.00221930 -0.03081300 -0.05226100 -0.35774000 -0.28964000 0.00027728 3.65690000 0.03016900 0.00502510 -0.45961000 -0.47417000 -0.40849000 -0.00912860 -0.04577000 -0.04577000 -0.44534000 -0.11561000 0.04163300 0.02363000 0.05665500 0.39978000 -0.41311000 -0.78564000 -0.85416000 -0.85416000 -0.04861300 1.84930000 0.70064000 0.65864000 0.70420000 -0.83696000 0.06465400 -0.02562000 0.01056400 1.19190000 -0.90881000 0.00221930 0.00221930 -0.39163000 -1.29290000 0.05189100 0.01265500 0.01265500 0.01054600 0.00027728 -0.91447000 0.00736090 -0.45961000 -0.45961000 -0.45961000 -0.47417000 -0.42349000 0.11609000 -0.32530000 -0.02493500 -0.00912860 -0.04577000 -0.04577000 -0.10554000 -0.15170000 -0.34038000 0.04641700 -0.84875000 -0.84875000 -0.75711000 -0.12121000 -0.12121000 -0.12121000 -0.12121000 0.000 0.000 -0.867 -0.867 0.000 0.000 -0.460 -0.474 -0.408 0.000 0.000 0.000 0.000 0.000 0.000 -0.385 -0.385 0.000 0.000 0.000 0.000 -0.849 -0.359 -0.013 -0.013 -0.737 0.000 0.659 0.659 0.000 -0.837 0.000 0.000 -0.712 -0.868 0.000 0.000 -0.358 -0.358 -0.121 -0.121 0.000 0.000 -0.867 -0.867 0.000 0.000 -0.460 -0.474 -0.408 0.000 0.000 0.000 0.000 0.000 0.000 -0.385 -0.385 0.000 0.000 0.000 0.000 -0.849 -0.359 -0.013 -0.013 -0.737 0.000 0.659 0.659 0.000 -0.837 0.000 0.000 -0.712 -0.868 0.000 0.000 -0.358 -0.358 -0.121 -0.121 7.4436821 10.0985010 3.8654141 5.7289109 6.2111894 8.0241640 7.0129016 1.6955039 8.5796595 5.3393441 9.1782968 7.5933343 10.3474376 11.3044368 12.7782202 10.5216402 4.9908460 10.4764388 9.5252117 7.1508166 7.2137876 7.4768491 5.9146578 NA 8.1515149 13.2715599 12.4741821 7.0308790 10.7669312 10.2572542 8.2423834 3.9434150 2.6023856 8.0241640 3.7253813 -1.3043625 11.3948445 11.2268704 7.4702757 0.2804813 3.8654141 9.6749141 9.7582097 6.6203019 10.0748673 11.1228018 NA 12.8484867 8.2539099 6.8951608 9.0770320 9.8772624 0.6954594 3.4503799 11.0966351 7.1172597 NA 6.0878065 7.8729088 11.358380 10.136358 9.031996 2.017423 10.703217 8.435269 9.340246 9.636537 9.694784 16.439729 6.788246 12.594657 8.782952 7.962275 10.378045 8.411451 9.265345 11.279277 12.562715 8.136358 10.181821 10.917680 9.484207 6.655491 6.096369 2.395940 9.620301 10.865101 11.876486 8.750771 6.745337 12.171729 10.294472 NA 5.717857 14.980966 9.287946 12.713689 10.914657 6.234647 13.270437 12.616586 1.280422 15.343150 11.962275 8.597864 12.242624 8.328393 10.409305 10.767622 3.865414 11.488483 13.115862 10.261543 9.140504 2.865404 12.630101 NA 3.2190446 12.5772721 13.2880026 10.7240858 11.7434649 12.4860411 9.6365365 10.7494148 1.2804219 14.8441641 12.6686482 5.9338936 10.2317022 8.9219010 10.8270244 9.6203014 9.4420034 1.6955039 10.0026897 9.3357338 11.2305213 11.5297625 5.8753992 10.7659453 9.0151611 3.9808936 11.1479876 9.1883436 10.8954680 2.5028398 0.2804813 11.0885576 8.8566210 10.4457772 12.4504808 11.0475324 10.9034184 9.3239345 11.1178166 TCGA-VR-A8EP 51 0 NA 824 esophagus stage iiib t3 n2 m0 male 2013 no 90 esophagus squamous cell carcinoma 54 r0 4 white NA 1 4 5 5 6 3 6 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 4 0 0 0 0 0 0 0 0 6 0 7 0 0 0 0 0 0 0 0 4 0 0 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 7 0 0 0 4 0 0 0 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9.27386179 12.11845093 9.94700201 8.68158701 10.52859701 -0.09095659 4.68158982 9.52125180 10.61434195 7.48345224 5.97508673 0.32400408 9.43647461 4.76697672 8.53104921 12.28575606 11.51311832 3.6569000 0.0192230 0.0552300 0.2415600 0.2853300 0.3840300 -0.3704200 0.8305800 0.0391950 0.0831980 0.2978700 0.2978700 0.2954900 0.2954900 0.2943200 -0.1013200 -0.1483600 0.0000000 -0.0092666 0.3361000 0.3361000 -0.3553300 -0.0052610 1.1236000 -0.0386670 -0.2896400 -0.2896400 -0.0354480 -0.0200010 -0.4026800 0.0192230 0.0552300 0.2415600 -0.3854900 -0.3424000 -0.3424000 -1.1018000 0.2457500 0.3840300 -0.4459900 -0.3704200 -0.3380200 -0.3700800 0.0391950 0.0382060 0.0718590 0.2889700 0.2889700 0.2954900 0.2954900 -0.6806700 -0.0610060 0.3029800 0.2498100 0.3194800 -0.3709800 -0.3733500 -0.0269880 0.3481100 -0.3665800 -0.3665800 -0.3665800 -0.0361290 0.0897060 -0.3807800 -0.3446900 -0.3984200 -0.0386670 -0.2896400 -0.2896400 -0.2896400 -0.2896400 -0.1419400 0.5030700 0.1469700 0.1469700 0.2502700 -0.0259710 -1.0234000 -0.0200010 -0.0200010 -0.088 -0.338 0.000 0.000 0.336 0.336 -0.355 0.000 0.114 -0.381 -0.381 -0.349 0.000 -0.290 -0.290 0.314 0.314 0.000 0.000 0.503 0.503 0.147 0.241 0.242 0.242 -0.299 -0.299 -0.370 -0.370 0.472 -0.359 0.000 0.000 0.289 0.289 0.295 0.295 0.000 0.000 0.000 0.000 -0.088 -0.338 0.000 0.000 0.336 0.336 -0.355 0.000 0.114 -0.381 -0.381 -0.349 0.000 -0.290 -0.290 0.314 0.314 0.000 0.000 0.503 0.503 0.147 0.241 0.242 0.242 -0.299 -0.299 -0.370 -0.370 0.472 -0.359 0.000 0.000 0.289 0.289 0.295 0.295 0.000 0.000 0.000 0.000 7.3928137 9.3629540 6.7916409 7.4167925 6.6186557 7.5837786 5.4008521 5.6278169 9.4927072 5.4737837 7.9014637 7.3070286 9.9075880 10.3450150 11.5149400 12.9871484 10.1096387 11.4335393 9.8646475 10.6974441 8.6915261 3.8475961 9.4134856 1.4939547 8.4790430 9.8728569 13.3604233 10.2173366 12.0988633 11.0801744 8.4750516 4.4737804 12.4044362 7.5837786 2.9340258 NA 10.9195256 10.8404738 8.6175068 2.0244615 3.4533200 8.4101715 9.3331638 6.1632391 10.5110778 10.5722591 6.2665504 12.2011274 8.4661421 11.9472307 9.5719625 10.1225068 4.5138571 8.4008508 13.4381027 7.0046755 0.3240041 5.3013133 7.2188528 12.60929278 9.97867114 10.07641159 -0.09095659 9.35676953 8.23542695 9.55405542 9.94603191 11.11601191 11.22573542 8.60828070 11.15078216 7.21885284 5.24289970 11.93874491 8.60943733 10.23167684 11.65523196 11.44681616 12.38591248 12.12846863 10.39348485 8.46741848 4.49396110 6.18201687 10.52401410 9.20131922 12.09273633 13.07552682 8.82043939 1.32406171 12.44500188 11.19844013 2.02446153 8.43386582 15.50497276 10.35986517 13.33250746 10.39348485 11.68584180 11.66499781 13.12275998 -1.67576544 13.22870590 12.03451865 9.34223516 10.77679111 9.96045118 9.05450529 12.34223524 5.26655044 10.28077425 12.17082903 9.61578135 10.48799916 2.41150760 12.32939646 -1.67576544 5.45383361 12.53135448 14.20140644 9.86270895 9.22112427 11.63223186 9.94603191 12.28349372 10.04982732 12.67158724 12.31936058 7.60015972 9.75965321 8.84465367 11.28999966 9.20131922 9.35539162 6.65046445 10.09799838 9.32473929 12.41058599 11.61218020 2.64595523 11.28855646 12.34058221 7.36020887 10.05959106 8.66165698 9.99513384 9.66999458 -0.09095659 10.52859701 8.02620748 10.29737371 11.60755757 11.59286942 11.82885404 10.11678060 10.98959304 TCGA-VR-A8EQ 73 1 694 NA esophagus stage iii t3 n1 m0 male 2009 yes 90 esophagus adenocarcinoma, nos NA r0 7 white NA 1 2 2 2 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 4 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 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 5 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 4 0 6 0 0 0 8.357288e-06 2.704848e-06 22.7414330218069 7.16510903426791 45.1713395638629 20.2492211838006 4.67289719626168 NA 10.0718096 9.7786313 3.9697031 11.3556944 8.1195134 9.8692110 9.6293683 5.0360197 7.4739314 8.9779570 NA 9.3655182 NA NA 10.6256650 NA 11.7542961 -1.6452094 5.1878786 NA 12.9156215 12.8609257 -1.6452094 10.0867334 5.9324179 7.7896184 0.3550163 -0.6449837 -0.6449837 12.8800827 9.2245839 14.9583983 7.5878908 8.3236569 8.3939777 12.2177243 0.9399788 10.2191763 11.6766167 10.8598091 11.6235321 10.5820043 12.0803564 -0.6449837 NA 4.6217764 9.7499886 12.0868341 4.1623470 7.8347706 11.4061396 1.1623390 10.5638341 9.1479269 NA 10.7152885 9.1542718 7.4739314 5.1231737 14.4893362 NA 5.1098787 11.1306004 2.2618918 7.9641687 10.5898076 -1.6452094 10.5208392 11.3630685 10.0597584 4.2376325 9.2306166 1.1623390 2.7473015 11.7627890 7.8347706 0.3550163 6.9248458 NA 9.9756682 3.2618768 5.5589747 2.9399600 9.4322999 0.5734400 0.1686500 -0.0565770 -0.0066432 0.0000000 0.8298000 -0.2685300 -0.2754700 0.1281500 -0.2946100 0.0167050 0.0282000 0.2820000 0.2820000 0.2802600 0.2336500 0.0141900 0.2665700 0.2665700 0.0308730 0.0120970 -0.2867900 -0.2734400 0.2629400 -0.1105100 -0.5845100 3.6569000 -0.0510460 -0.0171160 -0.3049300 0.1649700 -0.0565770 0.0000000 0.0000000 0.0943460 0.0943460 0.4882000 0.1297700 0.8298000 -0.2685300 -0.2685300 -0.2545500 -0.2754700 0.1027800 -0.2873900 -0.2993400 -0.2296500 0.0258120 0.2820000 0.2820000 -0.8974100 -0.3048700 0.0300290 0.0041632 0.8127900 0.2239200 0.2824800 0.2540200 0.0120970 -0.3126400 -0.3126400 -0.2867900 -0.2863200 0.2629400 -0.2891700 -0.9118300 -0.1105100 -0.0302670 -0.5845100 -0.5601000 -0.5601000 -0.5522600 -0.0510460 -0.2927200 -0.2993300 -0.2993300 -0.3087400 -0.0153290 -0.0153290 -0.0153290 -0.0102320 0.000 0.194 0.267 0.267 0.000 0.000 -0.287 -0.273 0.263 -0.289 -0.289 -0.111 -0.111 0.596 0.044 0.000 0.000 0.169 0.169 -0.293 -0.293 -0.299 -0.309 0.000 0.000 0.130 0.130 -0.269 -0.269 -0.275 -0.275 0.128 -0.152 0.000 0.000 0.282 0.282 -0.305 0.000 0.000 0.000 0.000 0.194 0.267 0.267 0.000 0.000 -0.287 -0.273 0.263 -0.289 -0.289 -0.111 -0.111 0.596 0.044 0.000 0.000 0.169 0.169 -0.293 -0.293 -0.299 -0.309 0.000 0.000 0.130 0.130 -0.269 -0.269 -0.275 -0.275 0.128 -0.152 0.000 0.000 0.282 0.282 -0.305 0.000 0.000 0.000 7.8062009 9.4693832 -0.6449837 7.8286957 8.1687714 4.4635178 5.6769190 9.5765773 9.2611290 5.9172336 4.1623470 6.1815379 8.8478447 7.1687714 9.7717877 11.4399646 10.5855961 12.4899779 13.5223298 11.3969914 8.7152887 5.7979338 6.4739314 2.0554386 9.9338345 11.2086895 11.7641158 7.2768307 12.0152780 10.9692399 7.1031829 1.8144274 3.9095811 4.4635178 6.5405589 2.3549881 11.7229508 9.8883198 3.6769218 0.6768992 5.2857277 5.1623470 9.4881324 6.1941935 11.5968243 11.0972996 -1.6452094 12.6854869 9.1941939 11.1747700 9.6070641 9.7064815 2.9988454 5.3549916 14.3065025 8.5238752 3.7473122 7.8103171 11.1504211 12.03050617 9.90957902 9.86921103 NA 9.66900674 11.98821243 8.07608926 10.31245496 10.17875534 11.77486603 7.37458048 10.47360683 7.79793383 14.20025963 10.67155451 8.07095223 9.31716317 10.34934360 10.44173338 11.83830206 12.86092570 11.11112941 8.65305285 7.60291780 6.99161481 9.39116366 9.39596463 11.80633002 11.46856952 9.02032607 0.93997876 12.44749952 10.58200429 NA 6.29162750 15.72188772 8.17835711 12.76881636 10.53800516 16.51761747 6.86674234 11.34278706 -0.06009644 13.13605265 11.92460840 9.58260605 5.35499159 12.18100226 10.59697324 12.08652130 8.16877139 10.57021975 13.26478947 10.00379701 10.65877086 2.35498806 13.29006307 -1.64520935 -0.04097178 11.35569438 14.63896269 10.11362979 5.66787226 10.78256484 10.31245496 12.87499485 8.97795703 12.54789934 7.78544266 6.11654151 8.67579053 8.26488308 10.06062244 9.39596463 9.98616715 NA 9.35499005 9.48104924 13.23332847 11.18352330 1.35501626 10.47446951 8.34083195 3.60292003 11.13060042 2.26189182 10.58980758 1.16233896 NA 9.23061661 6.11654151 10.69484016 11.09898295 10.43580765 10.45795005 8.76650108 9.89463363 TCGA-VR-A8ER 54 1 378 NA esophagus stage iii t4 n1 m0 male 2009 yes 80 esophagus squamous cell carcinoma 12.25 r1 3 NA NA 3 4 NA NA 4 3 2 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4.577436e-06 7.975835e-07 11.4649681528662 7.64331210191083 59.8726114649682 10.828025477707 10.1910828025478 NA 10.9572042 10.9895948 2.5206234 11.4347176 8.3878523 8.8852040 9.7443115 5.9624680 10.2526292 3.4211021 0.6137202 8.6838617 NA -0.3862798 10.0862388 NA 12.4921156 2.5206234 3.3141745 NA 11.7753341 11.2487787 NA 9.6326365 5.8521462 8.4917918 5.5231542 -0.3862798 NA 14.2259471 8.3279864 14.0534270 7.6744366 8.4779270 7.6418957 15.0855589 8.3602550 11.5041952 12.0538600 12.6012714 12.7728238 10.8063419 11.6149731 2.4211021 NA 8.4114025 10.4588388 12.2607866 4.6798291 8.5415187 13.5421385 5.0731733 12.0679116 9.2916277 2.3141745 9.8586992 10.1854936 9.0284260 5.7012025 13.1365676 3.1373068 8.5664822 10.6326365 6.2575972 8.7261803 11.2485519 2.7011942 9.7973762 14.1685096 11.8916094 8.2557925 9.8550567 1.1986827 4.5206297 9.7183395 10.8362339 -0.5788440 3.4211021 NA 10.3752921 6.2061978 8.8035655 12.9085052 10.5749446 -0.60931000 -0.14806000 -0.13368000 0.02047100 3.65690000 1.70430000 0.02132300 -0.13691000 -0.13290000 -0.15919000 0.00000000 0.00000000 -0.61104000 0.08811300 0.57398000 -0.60448000 0.83373000 1.24360000 3.65690000 0.02651400 0.02651400 0.00585950 3.50710000 0.05523000 0.53696000 0.06193700 -0.60738000 -0.00041585 -0.03504000 -0.60931000 -0.60931000 -0.13368000 -0.64405000 -0.61527000 -0.64603000 -0.61815000 -0.61815000 1.40420000 1.70430000 -1.29290000 0.02132300 0.01586600 -0.13691000 -0.10657000 -0.15919000 -0.80997000 0.00000000 -0.16973000 -0.61104000 2.51050000 -0.60916000 -1.20810000 0.01377200 0.01377200 0.01377200 0.01377200 -0.60990000 -0.54024000 0.02651400 0.01642500 0.00585950 0.00585950 -0.60651000 0.05950300 -0.11247000 0.39214000 -0.62064000 0.53696000 0.06193700 -0.60738000 -0.60738000 -0.60738000 -0.11299000 0.05266800 -0.63415000 -0.59107000 0.05765300 -0.04020900 -0.04020900 -0.04020900 -0.08226900 0.000 0.000 -0.540 -0.540 0.000 0.000 0.000 0.000 0.000 0.280 0.392 -0.621 -0.084 0.000 -0.607 0.000 0.000 -0.609 -0.148 0.000 0.000 -0.591 0.000 0.000 0.000 0.786 1.404 -0.610 0.000 -0.137 -0.137 -0.133 -0.133 0.000 0.000 -0.037 0.574 -0.604 0.168 0.000 0.000 0.000 0.000 -0.540 -0.540 0.000 0.000 0.000 0.000 0.000 0.280 0.392 -0.621 -0.084 0.000 -0.607 0.000 0.000 -0.609 -0.148 0.000 0.000 -0.591 0.000 0.000 0.000 0.786 1.404 -0.610 0.000 -0.137 -0.137 -0.133 -0.133 0.000 0.000 -0.037 0.574 -0.604 0.168 0.000 0.000 7.5206313 10.2033921 0.6137202 2.5206234 6.5737426 8.2173674 4.4963856 7.6608645 9.1035889 4.0400069 8.7710876 7.3819253 9.8699496 9.4779270 11.3573130 13.7864418 11.4855210 11.0122174 10.6416468 9.6423377 8.8843281 3.7012053 7.6690232 NA 9.3176444 9.4227050 12.0557772 10.1353413 11.2287129 10.9291735 7.8256292 1.9356860 12.0118165 8.2173674 2.5206234 NA 10.7516926 9.4138318 9.4402893 1.6137202 3.3141745 8.6526600 9.4008271 7.9424160 9.1284550 11.4239108 -0.3862798 12.4032745 9.9996032 11.1918776 9.3176444 11.3690457 2.7011942 8.4355148 13.4253664 8.0004874 NA 6.4402895 10.0368567 11.5693908 9.9379214 8.8852040 1.1986827 9.6277613 6.7685588 8.7235715 9.8687695 10.2503655 13.9276513 7.6771361 10.3080987 7.8921900 9.5613779 10.8723069 9.2521767 9.0782867 11.3297028 11.9162056 13.5168225 11.2487787 11.0436706 7.4307243 6.8664061 7.2394496 10.5963780 8.6277615 10.7729815 11.9196601 9.0389568 4.6581372 11.1294407 10.8063419 0.1987456 9.4568768 13.6361286 8.0628896 13.1603942 9.4513688 8.9876935 5.7222665 11.4958107 -1.3860912 12.3982919 11.3427242 9.1538689 9.1314102 8.9676153 9.4339198 11.9435372 9.5967345 10.2719524 12.7211933 9.7986161 10.4020514 2.3141745 12.3418739 3.3141745 -0.3862798 11.4347176 13.1593684 9.6045540 7.6553998 11.9785595 9.8687695 11.8591450 3.4211021 12.7587177 9.7998550 7.8183118 9.9574207 7.7961350 10.6447527 8.6277615 9.7300847 NA 9.2683768 9.7261803 12.7948931 10.0305384 6.0400047 10.3922288 10.7858558 5.8898653 10.6326365 6.2575972 11.2485519 6.0566854 1.4211021 9.8550567 8.1470706 10.1055940 11.0400056 10.0700953 12.2337315 7.9690918 10.2417307 TCGA-VR-A8ET 64 1 47 NA esophagus stage iia t2 n0 m0 male 2010 no 90 esophagus squamous cell carcinoma NA r0 0 white NA 2 6 NA NA 3 3 6 3 4 3 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387102e-06 3.81453e-07 30.188679245283 3.77358490566038 52.8301886792453 7.54716981132075 5.66037735849057 NA 9.8552394 10.7677956 2.6330592 12.0863190 6.8723129 9.7745169 9.9419562 6.0221858 8.1526849 4.8618661 NA 8.2255053 0.9549407 NA 9.7721585 2.6330592 13.6500033 0.9549407 3.8029687 0.2179751 11.8479533 12.4371794 3.2180062 9.7271261 6.2403792 9.1683239 14.3338487 -1.3669874 -1.3669874 14.3143966 8.7674747 13.5451401 8.8189148 6.3472936 8.4564156 11.7660300 15.1237583 10.7320673 13.2521444 11.6479406 12.7814455 11.1833142 12.3041471 2.9549779 1.6330592 6.5459375 10.4906406 12.0966571 3.1566070 8.5414409 13.0434341 0.6330126 10.1418336 8.7096635 3.1566070 10.3313189 9.4949108 7.7205111 4.1876411 13.6931532 0.6330126 6.8666682 11.4702821 5.0759904 9.7685140 11.8305722 3.9184530 10.5519116 13.2217045 11.5554470 9.7277859 10.0945278 -0.3669874 4.7623329 10.3609689 10.6185346 1.9317209 5.9368287 3.5399404 10.5748296 4.6103280 4.8425012 13.5103805 12.8221734 -0.1074900 -0.0136770 -0.0136770 0.0262330 0.0262330 -0.0357330 -0.1115500 0.0338310 0.0000000 -0.0085766 0.4287300 2.3166000 0.0467000 0.0467000 0.0467000 -0.1107900 -0.1032900 0.0263730 0.0263730 0.2205200 3.1202000 0.0979790 -0.0232920 0.1259400 0.1356900 -0.0190400 -0.0190400 -0.0020784 0.0237060 -0.1074900 -0.0136770 -0.0136770 0.0262330 0.0262330 -0.0357330 -0.0357330 -0.0357330 -0.0357330 -0.0357330 -0.1115500 -0.1115500 -0.1115500 0.0338310 -0.0026322 0.0000000 -0.0085766 -0.1061800 -0.1392600 0.0467000 0.0467000 -0.1127700 -0.1127700 0.1172600 0.1172600 0.1172600 -0.0796830 0.0263730 0.0263730 -0.1072300 0.0979790 0.0979790 0.0979790 -0.0216470 0.1177000 0.0377820 0.0377820 -0.1060000 0.1356900 -0.0190400 -0.0190400 -0.0190400 -0.0615550 -0.0020784 0.1582900 -0.1515700 -0.1515700 -0.0525310 0.0237060 0.0237060 0.0237060 0.0237060 0.117 0.000 0.000 0.000 0.113 -0.107 0.000 0.000 0.118 0.000 0.000 0.136 0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.158 0.158 -0.152 0.000 0.000 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 0.000 0.000 0.323 -0.106 0.000 0.000 -0.113 -0.113 0.000 0.000 0.117 0.000 0.000 0.000 0.113 -0.107 0.000 0.000 0.118 0.000 0.000 0.136 0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.158 0.158 -0.152 0.000 0.000 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 0.000 0.000 0.323 -0.106 0.000 0.000 -0.113 -0.113 0.000 0.000 6.3879363 8.7903954 12.8405203 2.9549779 8.2876842 7.6217332 6.3945999 7.6937441 9.8129575 5.2329600 5.4910289 7.0883759 11.0852896 6.6274011 10.7840649 12.7968553 11.3874787 11.3841740 10.0015548 9.2614939 7.8331380 2.9549779 6.8278051 5.7310800 9.6198148 8.9751231 12.3454679 11.1238993 12.8000368 11.4139982 8.0718404 3.2180062 15.2405232 7.6217332 4.9379234 0.6330126 10.7597529 10.0413781 6.4339476 0.2179751 2.0924781 6.3404074 8.9161368 6.5755634 12.4545234 11.1712373 6.0253655 11.9155577 8.9549765 11.7767504 10.2147197 9.3795627 7.1328945 11.6453237 14.0718078 7.9730320 0.2179751 5.1876371 6.9276689 13.0189108 10.3339216 9.7745169 NA 9.7878665 8.3438546 7.8618673 11.2066956 9.7304221 12.3901217 9.6671595 15.3152886 7.5548896 9.3567092 10.3575622 8.5637858 9.3929367 12.0284486 12.8739865 11.9897755 12.4371794 10.5773945 7.5034131 4.2477605 6.5578604 8.2983843 9.9476317 11.6888392 10.8188530 8.9700791 0.9549407 12.3157138 11.1833142 -1.3669874 6.5278664 14.3281728 7.9276689 14.3691860 10.0031908 10.3195490 4.0593120 12.1250267 -0.3669874 13.2992924 12.0945278 9.7545819 8.8690626 9.6866282 8.9080089 12.7652268 6.5034123 11.0341946 12.9911954 10.4090701 11.0145914 -1.3669874 13.1892550 1.4404207 2.102927 12.086319 13.652009 10.262405 6.621732 13.449182 11.206696 12.372829 4.861866 13.221177 7.723161 8.771320 11.546028 9.163455 12.093504 9.947632 9.504954 1.633059 10.481280 9.861266 13.454573 11.359905 3.587245 11.480693 12.609344 3.633048 11.470282 5.075990 11.830572 3.633048 11.093737 10.094528 5.666473 10.470676 10.616042 11.891909 10.592688 9.443620 11.346864 TCGA-VR-A8EU 51 1 557 NA esophagus stage iv t1 n1 m1 male 2011 yes 80 esophagus squamous cell carcinoma 10 r0 2 white NA 3 5 NA NA 3 3 6 4 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 7 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 7 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 7 0 0 0 0 0 0 0 0 2 0 0 0 5.652439e-06 1.83791e-06 22.2727272727273 3.18181818181818 46.8181818181818 14.0909090909091 13.6363636363636 0.5558162 10.1792874 10.6266549 -1.4441838 12.0490930 7.5580028 9.2096037 9.7604342 5.8339400 9.0326092 4.0477129 1.1408441 7.8061616 NA NA 9.9985060 NA 12.0574229 4.4257346 2.8777835 -1.4441838 11.7321921 11.1518198 1.8777835 9.8296587 3.5558652 8.6459754 4.1907492 1.8777835 0.1407787 13.6888447 9.5086043 14.5483241 10.2109152 7.9265504 7.5013946 15.4236365 12.5203844 10.5579748 11.7793037 11.7108393 12.7879091 10.9054207 12.9835687 1.3632272 1.1408441 3.4138378 10.5313528 11.8294416 4.9134160 7.8596435 12.6254957 1.8777835 11.4618141 9.1686210 2.3632272 9.0305830 9.4627536 8.7882841 5.9652533 13.5281249 0.1407787 6.7604339 10.7582930 4.2563012 9.1424778 11.6034982 2.2563163 9.7604342 11.8226496 12.5948678 9.3527137 9.6891274 NA 7.0396791 10.6400071 9.9056972 NA 4.8226486 NA 10.4377418 6.8412649 8.5684874 12.9127964 10.1991916 -0.0142280 -0.0232920 -0.4326800 0.0769980 0.1808200 1.0413000 -0.0067658 0.4691300 0.0158660 0.3312400 -0.0076101 1.5067000 -0.4277600 0.0798800 0.4609200 -0.3500800 -0.0224690 0.5459400 3.6569000 0.7064500 -0.0088526 -0.3361800 0.0373590 0.2902400 0.3454000 -0.0013858 -0.0237030 0.0142030 0.9555000 -0.0142280 0.3320500 0.3391800 -0.7304700 1.6118000 -0.4264800 -0.2670900 -0.2909400 0.8615600 -0.4224300 -0.5378400 -0.0317680 -0.0104910 -0.3736900 -0.4239600 -0.4250600 0.3359300 -0.0710710 0.0370760 -0.8995500 -0.4236400 -0.3282000 -1.2492000 0.3868700 0.4017000 0.0167050 -0.0049767 0.3028200 -0.4319700 -0.0222720 -0.3466400 -0.3396400 -0.3354900 -0.7323100 0.2574600 -0.0087146 0.3217300 -0.3075700 0.3456700 -0.0095426 -0.4097000 -0.4067200 -0.4067200 -0.0357210 0.0148880 -0.0436020 -0.0721400 -0.1021100 -0.6284600 -0.6307400 0.0721850 0.8633400 0.367 0.000 0.000 -0.379 0.706 0.706 -0.336 0.000 -0.336 0.000 0.000 0.048 0.356 -0.407 -0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 0.181 0.181 -0.426 1.047 -0.475 0.000 0.000 0.000 0.000 0.000 0.609 0.609 -0.424 0.000 -0.282 0.000 -0.513 0.240 0.367 0.000 0.000 -0.379 0.706 0.706 -0.336 0.000 -0.336 0.000 0.000 0.048 0.356 -0.407 -0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 0.181 0.181 -0.426 1.047 -0.475 0.000 0.000 0.000 0.000 0.000 0.609 0.609 -0.424 0.000 -0.282 0.000 -0.513 0.240 7.669605 9.119059 7.366435 1.555865 8.297330 8.371247 4.982127 6.095021 9.727665 6.956742 5.337222 6.627325 9.748156 7.203322 11.238858 12.993095 10.348779 12.127260 9.584460 10.020919 7.465186 4.079421 9.372847 NA 8.361607 9.661772 12.832860 9.782275 12.061285 11.400569 8.235343 3.685144 13.928592 8.371247 3.745689 NA 10.555158 8.639343 7.815606 1.363227 3.765312 4.765317 9.639342 7.330650 10.869880 11.367639 NA 13.388308 9.387962 9.960472 10.797548 10.094537 3.413838 10.482530 13.217084 7.693111 NA 6.855072 8.766535 11.512965 9.976350 9.209604 NA 9.295644 7.990491 9.127616 10.793969 10.091624 14.536315 9.101793 12.672207 7.495443 9.315751 10.193846 9.269250 9.324874 10.919450 12.547980 11.299014 11.151820 11.549155 8.181572 6.605712 7.206915 5.982129 10.290573 10.415786 12.379728 8.496910 2.643325 11.986708 10.905421 2.363227 6.710681 14.441359 7.426228 13.568837 10.378832 9.286333 2.803785 13.070639 1.140844 14.331928 12.155660 9.343766 8.700521 9.639223 9.362413 12.125363 4.784682 10.466131 13.637767 9.432380 9.986838 3.363213 13.218031 6.401352 0.8778228 12.0490930 14.8525101 9.8453056 5.9309029 11.0710701 10.7939692 11.4893693 4.0477129 13.3357363 8.4461272 10.8091196 9.6346809 8.9374059 11.1391809 10.2905727 8.7132098 1.1408441 9.5635912 8.8167827 12.6282469 11.7763925 2.5558652 10.0789349 11.6274930 5.8504844 10.7582930 4.2563012 11.6034982 6.6486207 4.1705741 9.6891274 7.0754995 10.6598065 11.4476468 10.6256484 9.6246414 8.1924876 10.6966928 TCGA-VR-A8EW 57 1 247 NA esophagus stage iiib t3 n2 m0 male 2012 no 100 esophagus squamous cell carcinoma 10 r0 4 asian NA 3 4 NA NA 4 3 6 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 1 0 0 0 0 0 0 4 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 5 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 5 0 0 0 4.750823e-06 1.387102e-06 16.1111111111111 4.44444444444444 45.5555555555556 17.2222222222222 16.6666666666667 NA 10.4158538 9.9620468 NA 11.6211657 7.8502294 8.9451070 9.7284617 5.5110125 8.7179735 0.3715031 NA 7.9732307 1.3714473 NA 10.1624434 5.0296693 12.5471363 1.8309043 3.6568624 -0.6286084 11.8830888 12.1887432 -1.6286084 9.7803201 4.7290143 9.1634366 7.9618409 5.4694920 -1.6286084 14.0000191 10.3913978 12.8330875 8.8959427 7.2075103 7.8309525 13.6797276 11.7399661 10.5042807 12.1247339 11.7335405 12.3666085 11.1560945 11.8942864 NA -1.6286084 5.9787905 11.0323470 11.3084674 2.6933866 8.7648500 14.2739867 1.8309043 11.8759063 9.2501544 1.5413662 9.6317911 10.1342569 9.3029359 6.0993794 13.7479243 NA 9.3784869 10.7715386 2.3714473 8.6568621 12.0046820 2.2783417 8.8226709 14.6378802 9.5116505 9.0518193 10.3361904 -1.6286084 6.1658758 8.0632031 10.8275574 -1.6286084 3.9260469 NA 10.3508848 3.8308942 7.5288065 12.4262336 10.9073838 -0.2711100 0.2437300 0.2065600 -0.0107840 0.4149600 1.7172000 0.3484400 -0.0498300 -0.3649900 -0.1030300 0.2660800 0.4948800 -0.4799700 0.4777000 0.4954500 -0.3593100 -0.1953700 -0.3172700 3.6569000 0.9196600 0.0029133 -0.0100940 0.2378300 0.0481200 0.0457080 -0.1648500 -0.1648500 -0.1901100 0.2582400 -0.2711100 -0.2005000 0.2065600 -0.4946500 0.3080900 -0.4851200 -0.4689700 -0.4877500 0.8830600 1.7172000 -0.7591700 0.2061000 -0.2753700 -0.4730000 -0.7531400 -0.2371500 -0.1030300 0.1098900 0.1626500 -0.7865600 0.4777000 -0.5022500 -1.2929000 -0.2107600 -0.1984900 0.0000000 0.0000000 -0.3172700 -0.3715500 0.0029133 -0.0100940 -0.0100940 -0.0100940 0.2378300 0.0481200 0.2679700 0.7211200 -0.4788100 0.0539480 -0.1648500 -0.1648500 -0.1648500 -0.2733100 -0.1901100 0.7312900 -0.1704400 -0.7262300 0.2715900 -0.3561300 -0.3254200 0.2451300 0.2197500 -0.198 0.000 0.279 0.224 0.917 0.000 0.000 0.238 0.000 0.721 0.721 -0.467 0.000 -0.165 -0.165 -0.190 -0.190 0.006 0.207 0.731 0.731 -0.683 0.272 0.417 0.000 -0.488 0.522 -0.724 0.206 0.000 -0.423 -0.365 -0.365 0.266 0.266 0.478 0.478 -0.359 -0.200 -0.106 0.220 -0.198 0.000 0.279 0.224 0.917 0.000 0.000 0.238 0.000 0.721 0.721 -0.467 0.000 -0.165 -0.165 -0.190 -0.190 0.006 0.207 0.731 0.731 -0.683 0.272 0.417 0.000 -0.488 0.522 -0.724 0.206 0.000 -0.423 -0.365 -0.365 0.266 0.266 0.478 0.478 -0.359 -0.200 -0.106 0.220 7.0296715 9.4456011 5.8871597 1.1788102 7.6978892 7.4904009 5.8144043 6.7334032 9.3386860 5.2903212 8.7712716 6.5809128 10.1421235 9.3840841 12.3607655 12.4061727 10.3554758 10.6531000 9.6086697 10.1601780 8.0969623 3.2294341 7.7486705 NA 8.9648508 10.4913734 11.1493314 9.2059308 11.9832845 11.4279280 8.5212066 4.0438869 14.0024377 7.4904009 1.6934089 -1.6286084 10.4529432 8.7101962 9.1511789 0.6934089 2.8308840 6.4158533 8.9460533 6.3658132 10.5369948 11.3931337 3.6193895 12.9653176 10.9928248 10.4806373 10.6686625 9.9620468 8.1691213 9.5000985 14.9349390 7.6850228 NA 4.1263452 7.2903230 11.947353 10.166282 8.945107 NA 9.630026 8.593047 8.555095 9.829353 9.952660 14.687724 7.824730 9.872302 7.450945 7.057960 10.480311 9.131348 8.964851 11.478513 12.410526 12.757457 12.188743 10.316538 7.583348 5.666081 5.763778 7.523745 9.555715 11.935133 11.389486 8.883212 6.036796 12.482188 11.156095 4.675240 6.426743 13.924893 7.896981 13.237096 9.994884 8.444262 6.847193 12.111135 NA 12.316458 11.435529 9.440909 11.147687 9.177921 9.518665 11.781381 7.057960 10.859802 12.862366 9.935609 10.564369 1.830904 12.610088 NA -0.62860842 11.62116575 14.61738241 10.28808559 7.12968279 12.10436903 9.82935345 11.30071811 0.37150311 12.89728632 9.35872372 8.58334796 9.48585265 8.64758398 11.09639977 9.55571513 9.72681079 -1.62860842 9.64467252 9.91352419 13.20800321 11.34820281 6.07881902 10.56749307 11.44994408 5.01531469 10.77153858 2.37144735 12.00468200 5.78931193 -0.04364592 10.33619043 7.99534092 10.45127778 11.24394220 10.69817002 10.99556974 9.10023052 10.58911451 TCGA-VR-A8EX 63 1 855 NA esophagus stage iva t1 n1 m1a male 2009 no 90 esophagus squamous cell carcinoma 10 r0 9 NA NA 3 4 NA NA 6 3 5 4 2 3 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 7 0 0 0 7.733092e-06 2.011297e-06 16.9014084507042 5.63380281690141 47.5352112676056 9.85915492957746 20.0704225352113 NA 9.92134275 9.80417136 1.39308666 12.08028474 7.99415654 8.68218069 9.48689775 4.71501475 5.71501200 6.60253705 0.07121349 7.15861878 NA NA 10.06950670 4.71501475 12.43510453 0.65608444 2.65610733 -0.92878651 11.80628885 13.50578419 2.87850956 10.30537459 7.67478265 9.63625810 8.94395384 2.07114483 1.39308666 14.48937095 9.40877787 13.01198800 7.93208775 7.43309966 7.74368730 13.92051219 12.83716716 9.62766210 11.64231367 11.17804600 12.33471860 10.79524339 12.03097681 -0.92878651 0.07121349 7.58685555 10.70505934 11.73690269 1.65613022 8.03694010 13.20440978 3.46347860 11.33383812 9.39138108 2.87850956 9.29636334 10.28304424 8.45269879 3.87850956 13.78023978 -0.92878651 6.25106576 10.55295540 5.07115770 8.68033456 10.84758898 5.35655937 10.23228780 12.74700276 10.56401055 8.88012010 10.03694024 -0.92878651 2.87850956 9.04126188 9.62094063 NA 3.87850956 -0.92878651 10.47895482 2.77158983 8.27082838 12.13117631 10.59321267 1.1549000 0.3724000 0.1748300 0.1996900 0.1559400 0.2358100 0.0090312 0.0897660 0.0570830 -0.1007200 1.0752000 0.9851400 -0.1137800 2.6725000 2.1299000 -0.2082500 -0.2268300 -0.1663700 3.6569000 0.1563600 0.1614500 -0.2720000 3.6569000 0.0637950 1.0863000 0.3132200 -0.0507760 0.1437000 -0.1543900 -0.1140400 -0.0434660 0.1748300 0.1996900 0.1559400 -0.0701970 -0.2026100 -0.2026100 0.1921400 0.6775200 0.0090312 -0.1795700 -0.1743600 -0.2207100 0.0570830 -0.1007200 -0.1442700 0.2051900 0.2051900 -0.1319900 -0.1603100 -0.4306100 -0.8190900 -0.0336770 -0.1507300 -0.1507300 -0.1507300 -0.2895200 -0.2689200 0.0904300 -0.2720000 -0.2720000 -0.2720000 0.0897060 -0.1227800 0.1364300 0.1364300 0.0167050 -0.2748700 0.3132200 -0.0507760 -0.0507760 -0.0507760 0.1437000 0.1929900 -0.1600100 -0.1600100 0.3749100 -0.0546900 -0.0546900 -0.0546900 -0.0546900 -0.151 -0.151 -0.254 -0.254 0.156 0.156 -0.272 0.000 0.000 0.136 0.136 0.000 -0.217 0.313 0.000 0.144 0.144 0.000 0.159 0.193 0.193 -0.160 0.135 0.200 0.200 0.255 0.255 -0.180 -0.180 0.131 -0.090 0.000 -0.101 0.205 0.205 0.000 0.000 -0.208 -0.208 0.000 0.000 -0.151 -0.151 -0.254 -0.254 0.156 0.156 -0.272 0.000 0.000 0.136 0.136 0.000 -0.217 0.313 0.000 0.144 0.144 0.000 0.159 0.193 0.193 -0.160 0.135 0.200 0.200 0.255 0.255 -0.180 -0.180 0.131 -0.090 0.000 -0.101 0.205 0.205 0.000 0.000 -0.208 -0.208 0.000 0.000 6.356558 9.691376 6.897704 3.594716 8.302377 7.922905 5.826043 6.656119 9.371509 6.147972 9.218361 6.563009 9.013670 8.225974 11.479220 12.472302 10.747382 11.985354 9.749756 11.211347 7.507409 4.158620 8.625745 NA 9.016600 8.991509 11.346408 8.876900 12.622704 11.717715 8.090747 6.472036 12.442252 7.922905 3.998575 NA 12.046467 7.147971 7.987035 2.530595 4.319083 8.657996 9.308366 6.241081 11.007058 10.941906 2.393087 12.904244 9.697778 11.393084 9.886539 9.737380 6.929136 9.012204 14.225302 7.293806 NA 3.878510 8.347280 11.6336369 10.0347746 8.6821807 NA 9.7628996 7.9260243 8.2708284 9.4493532 9.0809846 14.0728878 7.8623187 10.5917747 7.8459429 10.4082203 9.9545629 9.4805469 8.6542386 11.4245785 12.0985057 12.3472804 13.5057842 9.7576565 7.8525158 5.2999736 6.6257454 11.9438308 9.9361158 11.8434706 11.7451275 8.6710686 2.6561073 12.4972897 10.7952434 3.0711620 9.0739710 15.4239788 8.2004391 13.7502511 10.2993735 11.8879397 6.6103147 12.3461164 1.0711448 12.7217971 11.3452429 8.5749817 10.8728643 9.3702151 9.3840390 11.8014138 9.7266867 11.0322439 13.0228541 10.5021312 10.4543203 3.0711620 12.9843259 -0.9287865 2.65731988 12.08028474 14.04449100 10.23606288 7.65611877 11.69891780 9.44935317 11.25943569 6.60253705 11.96994626 7.53058737 6.72220779 9.72310458 8.54433391 11.28152289 9.93611582 9.52339729 0.07121349 10.47096792 9.56100396 12.33589178 10.61176837 3.71501475 11.28517146 11.66454711 2.39308666 10.55295540 5.07115770 10.84758898 4.15861979 3.15861171 10.03694024 8.79907629 10.96027965 11.51098683 10.35944529 10.70415118 8.18489815 10.26775804 TCGA-VR-A8EY 44 0 NA 1025 esophagus stage iia t3 n0 m0 female 2012 no 90 esophagus squamous cell carcinoma NA r0 0 white NA 3 5 NA NA 3 3 6 4 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 1 0 0 0 0 0 0 0 0 0 6 0 0 0 4.958889e-06 1.144359e-06 14.4444444444444 5 53.8888888888889 12.2222222222222 14.4444444444444 NA 11.7896542 10.2769538 NA 10.6138560 7.8990826 10.1522553 9.6512013 5.2741647 11.1137577 11.6943289 0.4539653 7.7463060 NA NA 9.2472221 0.4539653 11.5015807 -1.5458241 5.6536562 NA 11.4058158 11.5289623 NA 9.9327544 3.4081820 7.9398143 3.6712141 NA 2.8462927 13.9357526 9.1578883 12.5632171 8.7677521 5.8886118 7.7019357 13.2152243 8.9488403 8.9236264 11.6338860 11.5690283 12.8703864 9.8797251 12.0998682 NA -1.5458241 5.0085720 9.8854822 11.1107335 4.0978383 10.0580745 11.9017098 -0.5460347 10.8085096 9.0822206 2.1544212 9.2884557 9.3964993 8.7335953 4.1819056 11.9410711 -1.5458241 9.6245358 10.2653594 5.8802496 8.6400989 9.8213995 NA 9.3026076 13.0982917 9.5553039 8.9093120 10.2421238 NA 3.8463027 9.7804141 11.5726014 NA 4.6239078 NA 8.8366087 4.0085765 6.4539850 10.2528615 10.0236124 0.02820000 0.02820000 0.02820000 1.87930000 0.00597000 1.32300000 -0.01684100 1.27270000 -0.00204310 0.01852300 3.65690000 0.68193000 -0.02903800 -0.12888000 1.56450000 -0.04075200 0.89708000 -0.76792000 1.32070000 0.02202400 0.02202400 -0.06021100 -0.00609040 -0.00332430 0.02370600 -0.02979900 0.00319100 0.00027728 0.16190000 -0.31436000 0.02820000 0.65885000 -0.76877000 -0.03190500 -0.75685000 -0.75685000 -0.75685000 -0.03721800 1.32300000 -0.01684100 -0.01684100 -0.01979200 -0.03435900 0.00402430 -0.02274400 -0.02054900 0.68193000 0.15069000 -0.86167000 1.42430000 -0.04371800 -0.04075200 -0.00761010 -0.00761010 -0.00761010 -0.00761010 -0.03095000 1.27890000 0.02202400 -0.78218000 -0.75374000 -0.06021100 0.70064000 -0.00332430 -0.01312700 -0.01312700 0.66020000 0.72168000 0.00319100 0.03467700 0.03467700 -0.49110000 0.00027728 0.62479000 -0.01037000 -0.01037000 -0.00740700 0.16190000 0.16190000 0.16190000 0.16190000 0.000 0.000 1.292 1.292 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.660 0.660 0.000 0.000 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.668 0.000 -0.757 1.323 0.000 0.000 1.216 0.000 0.000 0.000 0.682 0.682 0.000 1.505 0.000 0.000 0.162 0.162 0.000 0.000 1.292 1.292 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.660 0.660 0.000 0.000 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.668 0.000 -0.757 1.323 0.000 0.000 1.216 0.000 0.000 0.000 0.682 0.682 0.000 1.505 0.000 0.000 0.162 0.162 6.2741629 9.7960594 3.0978467 3.1544212 7.1121966 6.8886130 3.8463027 6.8844367 8.7657330 7.6314041 8.8697265 6.3181704 9.8387684 9.1272938 13.1297764 14.8755893 7.8385094 11.2673651 10.2757587 9.1448558 7.6569654 2.0389629 9.5709784 NA 8.6462775 11.0080938 13.2206689 10.8548641 12.7679072 10.1733736 8.1139807 4.9775455 11.1164305 6.8886130 3.7759144 -1.5458241 10.2528615 10.1891176 7.6314041 0.4539653 2.9775547 4.8633735 9.5539900 5.3366262 10.8137342 11.7787278 -1.5458241 13.1267415 9.3586193 8.4749645 9.3825030 10.5533325 3.7019150 8.5909758 13.4076355 7.3735334 NA 7.8071314 9.7463064 12.546577 9.474270 10.152255 NA 9.115763 7.258116 8.599917 10.557594 11.555304 11.784127 8.213873 12.132035 7.425528 8.522763 10.284896 7.913416 10.588090 11.956319 16.457347 7.687605 11.528962 9.605635 8.149213 3.453978 5.977546 1.913416 10.303390 11.505534 11.351074 10.232062 7.264556 12.420490 9.879725 3.453978 6.248400 14.238057 7.431264 12.637930 11.148778 7.348802 3.261335 11.071223 -1.545824 13.182520 11.883261 10.420490 7.903133 10.323868 9.572926 12.533053 6.775913 10.330502 13.063133 9.673153 11.630625 1.261350 12.622500 NA -0.5460347 10.6138560 14.7486047 10.3220355 7.5227628 10.0090530 10.5575938 11.2059471 11.6943289 13.4223815 8.0723701 9.0603898 9.9077698 9.0520371 9.8087850 10.3033898 9.6382402 -1.5458241 10.1072776 8.4539846 12.0494753 10.7373624 3.1544212 10.2130407 9.7628926 4.2353441 10.2653594 5.8802496 9.8213995 1.4539653 5.3488025 10.2421238 8.1750839 10.2935822 11.7737979 10.1466002 9.8580618 9.1767922 9.9926587 TCGA-VR-A8EZ 47 1 553 NA esophagus stage iiic t3 n3 m0 male 2013 no 90 esophagus squamous cell carcinoma 45 NA 7 white NA 3 4 NA NA 4 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 4 5 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 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 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 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 7.733092e-06 2.219363e-06 10.1694915254237 4.40677966101695 52.8813559322034 12.5423728813559 20 0.1386834 10.0545856 8.5579641 -0.4463446 11.7053946 6.6751215 8.7034908 9.4000176 4.2261694 10.9041305 3.5537414 1.5537537 8.5452657 0.5537537 NA 8.9084449 6.4302602 12.0706527 0.5537537 1.5537537 3.9112985 11.5484508 9.5837210 2.3610946 10.2795361 3.2541858 7.1044908 6.2919718 2.9460571 1.1386834 14.0580973 9.5530392 13.9720803 10.5694202 7.3578748 7.5954850 13.8115367 6.5705525 7.3707275 10.4145126 9.7249205 12.6748725 9.9385275 10.9786974 5.9800093 7.3834667 6.5981374 9.5288752 10.9952770 3.7236678 7.9841963 13.1702248 6.6881706 11.2937353 9.1533962 2.4606377 8.6022308 9.4688763 9.9620735 5.2541821 12.0209672 NA 9.8739802 10.8143693 8.6544062 9.3570677 10.5137457 5.3866351 8.5367372 14.9591844 12.5892302 9.2226288 10.3687467 0.1386834 5.6090250 8.9503486 11.3723260 NA 6.2472307 -1.4461480 9.9966873 5.9460618 8.9178784 9.8705910 9.2016517 0.01698500 -0.00083160 0.86156000 -0.07267500 1.35060000 0.33513000 0.07225300 0.58488000 -0.46035000 0.90009000 0.40984000 0.40984000 0.03665300 0.47306000 0.18859000 0.39944000 0.15666000 0.17422000 3.65690000 0.16595000 0.93467000 0.22299000 0.47238000 0.09623400 0.02325000 0.45139000 0.41312000 -0.31260000 0.35316000 0.01698500 0.49424000 0.83844000 -1.15410000 0.24353000 -0.48733000 -0.47628000 -1.02080000 0.97152000 0.96452000 -0.45939000 0.42940000 -0.91522000 -0.03475200 -0.90434000 0.49891000 0.37528000 0.40984000 0.07671000 -0.03435900 0.47306000 0.46058000 -1.29290000 -0.13716000 -0.45093000 -0.08162800 -0.08590700 -0.94627000 -0.52143000 0.16820000 -0.51154000 -0.48073000 -0.47892000 0.48630000 -0.49507000 -0.06155500 -0.04432900 -0.52767000 0.42991000 0.43165000 -0.11456000 -0.00055444 0.05751100 0.44850000 0.27064000 -0.47533000 -0.47691000 -0.20087000 -0.64931000 0.21269000 0.21269000 0.16291000 -0.137 -0.137 0.039 -0.112 0.000 0.000 -0.473 0.000 0.000 0.000 0.000 -0.524 0.000 0.413 0.000 -0.302 -0.302 0.000 0.000 0.471 0.471 -0.477 0.218 0.000 0.000 -0.400 -0.400 -0.459 -0.459 0.000 0.000 -0.460 -0.085 0.000 0.333 0.109 0.109 0.000 0.000 0.213 0.213 -0.137 -0.137 0.039 -0.112 0.000 0.000 -0.473 0.000 0.000 0.000 0.000 -0.524 0.000 0.413 0.000 -0.302 -0.302 0.000 0.000 0.471 0.471 -0.477 0.218 0.000 0.000 -0.400 -0.400 -0.459 -0.459 0.000 0.000 -0.460 -0.085 0.000 0.333 0.109 0.109 0.000 0.000 0.213 0.213 7.9460612 9.9610115 0.1386834 6.9244313 7.2472307 7.5050287 6.6674863 5.8935928 9.8275394 5.1083321 10.2752703 7.6752775 10.9731773 9.4264187 13.3873751 10.4485615 8.9566491 10.9847189 9.3449066 8.9821040 7.4790308 6.8158392 8.3019365 NA 8.6292229 12.1826449 11.2496245 11.2912024 10.5397387 10.4947914 8.9588853 5.8666261 9.7747266 7.5050287 4.0722773 NA 10.9110209 8.5324541 7.2985777 1.7236896 6.1610734 6.2952106 9.1930845 8.6049527 10.9894140 11.9037160 NA 12.8961657 9.3161258 8.8087724 9.0841501 10.5871667 5.3610981 7.3834667 12.2703489 8.2538021 NA 6.3675248 8.1976001 11.1953440 9.4340925 8.7034908 0.1386834 8.3367422 5.7534173 9.2358606 9.0773058 8.6184865 14.9145782 8.3186156 9.2842138 8.0773055 9.9508836 10.0860997 9.4493191 8.7704895 11.0533405 10.0689015 5.7136161 9.5837210 10.5083037 8.5466823 5.0294794 7.5395854 9.0831743 9.4054927 10.8281220 11.2184133 9.5871667 3.3610946 10.9870684 9.9385275 -0.4463446 7.3578748 14.6855937 7.3866334 11.7534161 10.8037460 6.6517764 10.1358857 10.8728514 0.5537537 13.3739207 11.2608872 8.0948404 9.8489387 8.4995533 10.0996735 12.2798555 11.1295194 10.6059722 14.0650177 10.3522156 11.5422509 0.5537537 12.8630780 -1.4461480 2.475941 11.705395 14.753032 9.796322 8.247231 11.442487 9.077306 10.865492 3.553741 12.074240 9.714876 8.802857 10.228819 9.215522 10.826665 9.405493 8.739858 7.383467 8.813487 9.657687 11.893315 11.116940 5.123600 10.507213 9.560070 5.743569 10.814369 8.654406 10.513746 9.105452 2.723668 10.368747 9.287606 11.079020 12.188441 10.975546 10.402758 9.035543 10.344907 TCGA-VR-A8Q7 60 0 NA 1590 esophagus stage iiia t3 n1 m0 male 2010 no 90 esophagus squamous cell carcinoma 13.5 r0 3 white NA 1 5 4 4 2 3 2 4 2 3 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 4.23066e-06 1.144359e-06 17.6100628930818 1.88679245283019 45.2830188679245 19.4968553459119 15.7232704402516 1.2928995 10.8177852 9.0332600 1.7079665 11.6843396 6.7263217 10.9814588 8.7901034 5.7615007 10.2092941 12.1814066 NA 7.4460469 2.2929290 1.5153088 8.3125263 8.2018098 13.5178286 2.4083858 4.6621485 1.7079665 12.6840711 11.8866193 3.9933574 8.8333680 4.6621485 8.9747410 2.9926234 3.4628376 0.7079665 14.6934407 10.4170383 13.5601968 10.4896051 7.8778798 7.7247908 12.3917167 3.6621485 10.8481452 10.1970850 11.5263370 12.7454157 10.5709792 11.2412843 4.7523472 3.2929142 6.0298835 10.6577812 12.1836436 2.8778816 8.8333680 11.5519109 3.3518120 12.3532752 9.5016798 5.9653433 9.8526127 9.7372418 8.3927029 4.6148453 14.6170507 2.2929290 8.7713495 11.5858138 9.1978025 9.1352673 10.3670585 4.5408456 9.9875650 12.9132132 12.2940906 8.7261548 11.5423406 -1.2919452 7.4324684 12.0716786 12.2203246 8.4492023 5.3078656 3.7523525 10.5917433 4.8977777 9.8203941 5.2625422 10.9433645 0.0428740 0.0317180 2.4196000 -0.2021200 -0.1886100 0.2867500 -0.4835500 2.7106000 0.0230050 0.0933300 0.8948700 0.0227250 -0.5242000 0.0310140 1.7308000 0.7925800 0.8790600 -0.0065050 0.0000000 0.0365120 3.1298000 -0.1878500 -0.2252000 -0.0058140 -0.2114400 0.4412200 0.4430800 0.4770100 0.8948700 -0.5036000 0.0239870 0.4964900 -0.2021200 -0.2146600 -0.2554000 -0.2300400 -0.2537000 0.2802000 0.2867500 -0.5107500 -0.4713000 -0.4948300 -0.4442600 0.2635700 0.0625080 0.0375000 0.0227250 0.9045200 -0.5242000 -0.5032800 -0.2385100 0.1160900 0.2041200 0.1834400 0.2137600 0.2432600 -0.0065050 -0.0509110 -0.2448400 -0.4900500 -0.2120600 -0.2120600 -0.2247800 0.0040243 -0.2521300 -0.0701350 -0.0117490 -0.2250200 0.4430800 0.4500300 0.4629700 -0.6192400 -0.5083600 -0.2515200 -0.2258800 -0.2325100 0.0070826 -0.3208900 -0.3208900 0.1563600 0.1475600 0.204 0.204 0.000 0.000 -0.245 -0.245 -0.188 -0.225 0.000 -0.222 0.000 -0.211 -0.211 0.463 0.463 -0.465 -0.465 0.000 0.000 0.021 0.272 -0.226 0.000 -0.202 -0.202 -0.195 0.304 -0.470 -0.470 1.718 -0.446 0.000 0.000 0.000 0.000 -0.503 -0.369 -0.197 -0.197 -0.321 -0.173 0.204 0.204 0.000 0.000 -0.245 -0.245 -0.188 -0.225 0.000 -0.222 0.000 -0.211 -0.211 0.463 0.463 -0.465 -0.465 0.000 0.000 0.021 0.272 -0.226 0.000 -0.202 -0.202 -0.195 0.304 -0.470 -0.470 1.718 -0.446 0.000 0.000 0.000 0.000 -0.503 -0.369 -0.197 -0.197 -0.321 -0.173 6.8828802 9.2635023 6.3661666 4.1342209 8.2834935 8.8577018 3.7954137 11.2507445 8.5408445 6.4494211 4.8164768 7.2816018 10.6084440 11.0165779 12.2605035 10.9295416 4.8497541 9.4620069 10.1152223 7.3909488 7.8620639 4.5153088 5.8977801 9.1988055 8.5392616 11.3219741 12.3753987 9.1215825 12.3993218 11.4062251 8.2872705 2.6148512 8.8891066 8.8577018 3.7312050 2.0298769 10.5201318 10.0905785 5.8372369 2.7079444 2.8778816 5.4893149 10.0483610 6.8577011 10.5031824 11.1026852 NA 11.3134340 8.4204816 11.5928881 9.2749598 10.2368969 2.2929290 7.9558818 13.8302163 8.0353946 0.2928995 5.6621514 10.3509087 11.9631306 10.4715818 10.9814588 0.2928995 9.5557949 9.6621508 9.3590063 10.7389664 11.0048707 13.6414147 10.2132699 12.1590368 7.7523485 9.4670104 10.3087966 8.1775964 10.4889043 11.8810070 13.6040929 9.4983029 11.8866193 10.4819179 9.2663752 6.5408441 8.8020323 8.9355705 9.3060070 10.3706229 12.7664536 9.1939851 3.1673900 12.1812797 10.5709792 -0.2921219 5.6148453 15.5426750 8.4827414 14.0574776 10.3905102 11.3203623 6.8828802 12.9583270 6.0388707 13.2819040 12.7502979 10.7564414 10.6405384 10.4079736 10.2606236 12.1634102 5.5023688 10.5412399 12.4924646 10.8731755 11.2846750 1.8778620 13.5592155 0.2928995 3.467645 11.684340 14.013869 11.140235 5.826897 9.865933 10.738966 12.106030 12.181407 12.083944 8.692373 11.303911 11.299680 8.958253 10.852294 9.306007 8.741378 3.292914 10.045019 9.834659 13.003293 10.934367 3.351812 9.797405 8.422200 5.307866 11.585814 9.197803 10.367058 3.167390 4.955880 11.542341 6.805986 5.730322 11.305309 11.198053 10.479031 9.502362 11.456147 TCGA-VR-AA4D 53 1 1405 NA esophagus stage iib t1 n1 m0 male 2010 yes 90 esophagus adenocarcinoma, nos NA NA 6 white NA 1 1 5 1 1 1 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4.716146e-06 1.283069e-06 28.2485875706215 2.82485875706215 46.3276836158192 11.2994350282486 11.2994350282486 -0.4065984 10.3670147 9.0508442 6.6649251 11.7809701 7.1578411 10.4008142 9.2570215 6.7915641 7.1970899 10.8114210 NA 7.6074835 0.1783641 NA 10.0831909 -1.4065984 12.3156134 -0.4065984 4.0528940 NA 11.7647965 17.3937250 1.9154062 9.0291337 3.3483457 9.5969812 2.2556820 1.1784278 0.1783641 14.9077102 8.4279342 13.4702383 10.6999020 4.9153918 7.9333354 12.6316107 1.4008111 8.6993719 10.9412010 10.7943619 13.5389529 10.8171634 11.8089963 0.5934972 0.1783641 2.0529027 9.8102091 11.3558869 2.9153870 10.2516748 11.6124459 NA 11.2406969 9.6799313 1.9154062 9.6561840 8.4247705 9.5041061 4.0853142 12.5424693 -1.4065984 8.0301749 10.3218091 3.7633903 8.7484079 11.7278897 0.1783641 9.8579059 12.8391646 8.0792928 3.8788626 9.6915151 -1.4065984 3.2373190 11.1466126 10.1189841 NA 5.8413920 NA 10.7724394 5.2373190 9.0028544 3.3483457 9.7035290 -0.01766600 -0.00650500 0.44308000 0.40761000 0.40761000 0.00624810 0.01209700 -0.34274000 -0.00899060 -0.00899060 0.44003000 0.44003000 -0.08923400 0.79316000 0.84396000 -0.51620000 0.50151000 -0.00027724 0.42991000 -0.00574300 -0.00574300 1.96360000 0.37134000 -0.03122300 3.65690000 -0.04034500 -0.04034500 -0.52471000 0.11402000 -0.01766600 -0.49663000 0.44308000 0.40761000 0.38819000 -0.53713000 -0.49861000 -0.49861000 -0.97800000 0.00624810 -0.50960000 0.01600600 -0.02045300 0.00000000 -0.01958900 -0.00899060 -0.00899060 0.44003000 0.41111000 -0.08923400 -0.05347600 -0.51620000 -0.51620000 0.42906000 0.42906000 -0.00940460 -0.00650500 0.41045000 0.38006000 -0.02313100 2.20240000 1.96360000 1.96360000 0.37134000 0.41630000 -0.03844200 -0.06879700 -0.53459000 0.37216000 -0.04034500 -0.52338000 -0.52338000 -0.52338000 -0.52471000 0.38323000 -0.61087000 -0.10526000 -0.03925800 0.11402000 0.11402000 0.11402000 0.11402000 0.429 0.000 0.000 0.000 0.000 0.000 1.964 0.371 0.000 0.000 0.000 0.411 0.411 0.000 -0.453 -0.475 0.000 0.000 0.443 0.383 0.383 -0.105 0.000 0.408 0.408 -0.483 -0.483 -0.500 0.000 -0.343 -0.343 0.000 0.000 0.825 0.440 0.792 0.792 -0.516 -0.015 0.114 0.114 0.429 0.000 0.000 0.000 0.000 0.000 1.964 0.371 0.000 0.000 0.000 0.411 0.411 0.000 -0.453 -0.475 0.000 0.000 0.443 0.383 0.383 -0.105 0.000 0.408 0.408 -0.483 -0.483 -0.500 0.000 -0.343 -0.343 0.000 0.000 0.825 0.440 0.792 0.792 -0.516 -0.015 0.114 0.114 6.1633196 9.6809261 2.2939001 9.4791596 5.8695877 9.1614194 5.6046911 7.5123265 8.9232597 6.2007927 3.1784278 8.3829970 11.4243746 8.2355150 9.7227464 11.0724857 8.5647196 10.3243580 10.8285800 7.2694203 8.9223849 4.2658869 9.3128521 2.1784278 9.0343324 10.2480994 11.2049493 5.6595536 10.7021511 10.2886916 9.0113159 0.1783641 9.8892323 9.1614194 5.6905484 -1.4065984 10.3149898 10.3378767 7.7708826 -1.4065984 5.1012593 6.5063528 9.7876045 5.6914951 9.6862205 10.9663284 NA 12.2421579 8.8800212 11.6560155 9.0446744 10.2926020 0.5934972 6.8834827 12.6888604 8.5967283 -1.4065984 7.4072448 10.3145625 11.9390072 9.6018920 10.4008142 NA 9.4645984 9.0883189 9.7900655 10.0482767 9.8995251 11.2609519 7.4638284 11.5500210 8.4200120 11.0389956 9.4373844 8.8162583 10.0451896 11.3832007 9.0497663 10.5411003 17.3937250 10.5825029 9.7052510 2.8413895 5.5476596 10.8663847 9.5614100 11.9741949 8.2391216 9.0155282 3.6809207 11.7028043 10.8171634 NA 7.1595172 16.5421368 8.1345598 13.4421352 10.4580364 10.9499153 9.6615699 9.9868537 NA 12.3756558 11.9312246 8.3500198 8.8995249 9.8743559 9.6039914 11.7447971 4.7832890 10.0028542 13.2866421 10.4056407 11.1511663 0.5934972 13.3108720 NA 0.9552384 11.7809701 13.7910248 10.2026420 5.5359783 10.9914053 10.0482767 11.2530134 10.8114210 13.2677108 5.8508519 6.9018021 10.6453520 8.9857808 11.4844875 9.5614100 8.8869351 0.1783641 8.9455068 12.2007936 12.1211847 10.3797329 1.4008111 10.4494997 7.9288535 5.0028555 10.3218091 3.7633903 11.7278897 0.9154062 -0.4065984 9.6915151 8.0426121 9.6649256 10.4239785 10.5381753 10.2856429 8.4247705 10.6480677 TCGA-VR-AA4G 51 0 NA 549 esophagus stage iiia t2 n2 m0 female 2013 no 90 esophagus squamous cell carcinoma 10 r0 1 white NA 3 5 NA NA 3 3 6 3 4 3 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.854856e-06 1.352424e-06 15.9340659340659 7.69230769230769 47.2527472527472 16.4835164835165 12.6373626373626 -1.61263746 10.06557150 10.62790482 NA 12.02233605 7.70755792 10.31629635 9.63830214 4.83796342 10.65273359 3.34160155 NA 8.10680056 -0.02767496 1.97236181 8.79376553 3.47487729 12.47228556 2.47487729 4.19476473 -0.61263746 11.71159213 11.41738894 0.38736254 9.42633060 6.05274844 8.35607821 8.02555763 3.34160155 3.14229906 13.59553162 9.56296111 16.00649434 10.01343546 7.72726156 8.32415264 14.74664640 9.96342340 10.71074790 10.93840842 11.46722970 12.40613337 10.46956063 12.91531615 2.55733656 0.97239857 6.89916475 11.06645177 11.57374564 5.99474263 9.09131505 13.28203707 2.63533649 13.00039524 8.37914613 2.55733656 9.71327910 10.29617953 9.14896282 6.83449507 13.84357346 -1.61263746 8.30329079 11.36665815 8.09131531 9.30552941 12.05640734 3.08785316 9.60778987 13.21926310 11.54980291 7.28525702 9.78507021 -1.61263746 5.12887901 10.93767741 8.78722348 NA 5.44269473 NA 10.17122835 6.12212187 8.87223439 10.24578121 10.82661395 -0.0230180 0.0000000 0.0000000 0.0107770 0.0030522 0.9957100 0.4684400 0.9291900 -0.0123000 -0.0123000 0.0331270 1.4355000 -0.5135200 -0.5135200 -0.0041546 -0.0374900 0.2969200 -0.0069195 3.6569000 0.0051359 0.0051359 0.0081672 -0.3969700 0.0248290 -0.0037395 0.0234260 0.0234260 -0.0106130 -0.0400730 -0.0230180 0.0000000 0.0000000 0.0107770 0.4758100 -0.5390600 -0.5390600 -0.5390600 0.5154200 0.9957100 -0.4975700 -0.4922500 -0.4971500 0.0052749 -0.5484400 -0.0123000 -0.0118870 -0.4909400 -0.5031800 -0.5278800 -0.5135200 -0.0256200 -1.0130000 -0.5344900 -1.1535000 0.0034687 0.0034687 -0.0069195 -0.0265770 0.0051359 -0.0185570 0.0081672 0.0081672 -0.4313800 0.0248290 0.0207630 0.0207630 -0.0037395 -0.0037395 0.0234260 -0.5214300 -0.5214300 -0.5214300 -0.0284910 0.0543760 0.0020805 0.0020805 0.0328450 -0.0400730 -0.0400730 -0.0400730 -0.0400730 -0.532 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 -0.521 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.024 0.515 -0.455 0.000 0.924 0.000 0.000 0.000 0.000 0.000 -0.509 0.000 0.290 0.290 0.000 0.000 -0.532 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 -0.521 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.024 0.515 -0.455 0.000 0.924 0.000 0.000 0.000 0.000 0.000 -0.509 0.000 0.290 0.290 0.000 0.000 8.5037554 8.6693415 5.5472832 4.6353365 8.0964954 8.4933203 6.1947667 7.6089984 9.4695606 7.1288790 7.3386963 7.6866196 9.9270551 8.7635371 9.5585883 12.5275224 8.6402424 11.3377852 9.8651698 8.9050810 8.6333684 6.4318051 9.6985923 NA 8.6246215 10.7515462 12.9523946 7.8832665 12.0247406 11.1370716 7.4959358 4.0021174 11.8712274 8.4933203 5.4288526 -0.6126375 10.3951397 9.1406284 8.8671919 1.7093348 5.3299273 6.4907001 10.2765353 7.9129324 11.0391360 10.8044729 1.3874177 12.7874238 9.0598368 8.9938167 9.1899281 10.1931555 6.9187929 9.2453925 13.7950445 8.1979509 NA 6.9187929 8.8251636 12.46330851 10.13434571 10.31629635 -0.61263746 9.11192541 9.61743202 8.86010243 10.05362225 10.57908773 13.41892973 7.19154291 13.23505623 8.80947651 9.47022590 10.20239458 9.43657955 9.49593595 11.59518856 13.00207543 11.19918762 11.41738894 11.13895567 8.25931675 5.69119355 9.11192541 6.73170732 10.17776011 9.76733136 12.25430412 9.39373774 4.84684429 12.06974788 10.46956063 2.70933475 7.09477022 16.26779843 9.36969221 13.18035436 10.06952831 8.38600213 5.30627318 11.33340400 1.55733656 12.73698173 11.56077642 9.80947635 9.59075956 9.96496792 10.33760295 12.35184271 7.41807860 10.09261194 12.17467344 10.21038071 11.17122835 -0.02767496 12.80387927 1.97236181 -0.6126375 12.0223360 14.9820527 9.6335584 6.8052641 11.7014283 10.0536222 10.7391790 3.3416015 14.0177641 9.1753143 8.6506809 10.9892752 7.7449636 10.6794456 10.1777601 10.0598369 0.9723986 10.0843791 10.4420159 12.8428673 11.2645039 4.4534978 9.8162952 10.2723452 6.2011928 11.3666581 8.0913153 12.0564073 4.6353365 10.1991877 9.7850702 7.5623371 10.6489189 11.1599324 11.0589526 9.6071851 8.4139351 10.0865503 TCGA-VR-AA7B 65 0 NA 342 esophagus stage iv t3 n3 m1 female 2011 no 90 esophagus squamous cell carcinoma NA r0 9 white NA 3 5 3 3 3 3 3 4 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 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6.103247e-06 1.595167e-06 20.7964601769912 4.42477876106195 44.6902654867257 7.07964601769912 23.0088495575221 3.9639734 10.4590310 11.0043565 1.3790109 12.8967808 7.9597313 9.9624644 9.7531830 5.2567578 11.0172678 2.8644338 1.2270017 8.8202974 1.2270017 NA 9.4970353 -0.9428617 13.3771986 1.8415706 5.9937219 -1.9428617 11.9639755 15.5703267 2.7575140 9.5424111 3.7575247 7.7523131 6.5502604 7.8994355 0.0571383 14.5033282 9.4664758 12.9508741 9.8584214 6.7505717 8.5104892 14.3781850 9.6155057 11.7373345 11.2537101 11.8586922 13.0253467 10.3871614 12.6557190 4.5328156 1.9639919 3.1863738 10.8760664 12.0331164 6.8318722 8.8094656 11.3883755 7.5348429 12.3967957 9.0104157 5.7009418 9.5668599 10.4440251 9.1991919 5.8899748 14.9733259 5.7850064 8.2798798 10.9164255 7.0599003 8.5608708 11.2757995 6.7435850 9.4096801 14.4396076 12.4924296 10.5850505 10.9290902 -0.3578992 9.1538000 12.1618474 11.2567572 0.2835662 6.9057083 -1.9428617 10.8762661 7.6884077 8.6429863 10.0156376 10.3196495 0.388160 0.022892 0.033408 -0.048207 -0.037762 2.501500 3.656900 0.090865 -0.076678 0.409280 -0.450610 0.401770 -0.911460 -0.457680 1.047900 -0.445000 -0.450830 0.040185 3.565500 -0.027945 1.118600 -0.027124 0.389320 0.388660 3.656900 0.373120 0.373120 -0.050370 0.515940 0.388160 0.437830 0.027137 -1.292900 -0.037762 -0.461310 -0.461310 -0.461310 1.106700 2.501500 -0.449210 -0.452010 0.415970 -0.455760 -0.468070 0.409280 -0.030813 2.709600 -0.468970 -0.911460 -0.911460 -0.043059 -1.292900 -0.451470 -0.451470 -0.025620 -0.025620 -0.458750 -0.460670 -0.454790 -0.433420 -0.027124 -0.027124 0.381880 -0.024251 -0.053341 0.389980 -0.411460 -0.093799 0.373120 -0.025620 0.375120 0.354470 -0.042788 0.362010 0.346810 -0.456930 0.746510 2.395100 0.076998 -0.343890 -0.357380 -0.426 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.379 -0.352 0.000 0.373 0.373 0.000 0.000 0.000 0.000 0.372 0.372 -0.457 0.747 0.401 0.000 0.645 1.107 -0.486 -0.486 0.000 0.000 0.000 0.000 0.363 0.363 0.145 1.057 0.000 -0.445 0.000 0.000 -0.426 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.379 -0.352 0.000 0.373 0.373 0.000 0.000 0.000 0.000 0.372 0.372 -0.457 0.747 0.401 0.000 0.645 1.107 -0.486 -0.486 0.000 0.000 0.000 0.000 0.363 0.363 0.145 1.057 0.000 -0.445 0.000 0.000 7.6644153 10.4640870 4.9995987 3.4494029 6.6644146 8.3215277 6.6116740 8.2990679 9.7076878 6.2954898 7.8136414 6.7815984 10.5244357 11.8997299 12.0120990 12.0597241 6.3727780 12.2040513 9.8351621 8.6364009 8.7122577 5.3424872 9.6621013 -0.9428617 8.4788974 9.9336018 11.7690744 8.3002587 11.0981382 11.1771607 8.4632898 3.3424836 9.2518417 8.3215277 3.5099491 -1.9428617 10.3479677 10.4351087 9.5439200 2.0570690 5.1014778 7.7678911 10.1072737 8.6523424 11.0502002 10.5536890 NA 12.3130724 8.8939243 12.5784399 9.3191796 9.1857236 2.5165195 6.3424872 13.9699041 7.2407198 NA 5.8708653 9.4791497 11.778077 10.160373 9.962464 4.342484 10.118794 8.050023 9.213168 9.621635 10.251226 14.474979 8.157747 11.992802 10.078412 9.752313 11.140398 8.662564 9.147859 11.439033 11.970446 10.705892 15.570327 11.626466 8.828574 4.757525 7.838444 7.302638 9.312704 11.689399 13.449637 10.052064 2.700950 12.090078 10.387161 4.611674 6.017087 14.528042 10.434567 12.942400 10.266538 8.537875 6.034365 12.662449 3.011281 14.477299 11.459697 9.421767 10.593575 9.081456 10.912343 12.896043 4.700939 9.959837 13.164218 9.332627 9.458498 2.449403 12.105316 6.693710 1.761966 12.896781 14.665645 9.683250 7.214432 9.998866 9.621635 11.603738 2.864434 14.576429 10.517797 10.034723 10.543334 9.727741 10.802339 9.312704 10.388562 1.963992 9.620281 9.490670 12.319694 11.966603 4.785006 8.981897 10.073893 7.048607 10.916426 7.059900 11.275799 6.764444 10.042927 10.929090 7.849875 9.837625 11.309011 11.263489 9.690080 8.151163 10.768752 TCGA-VR-AA7D 58 1 279 NA esophagus stage iiic t3 n3 m0 male 2012 yes 90 esophagus squamous cell carcinoma 40 r0 7 NA NA 3 5 NA NA 3 3 2 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 3.571787e-06 1.248392e-06 18.5714285714286 8.57142857142857 48.5714285714286 7.14285714285714 17.1428571428571 NA 10.763665 10.505906 NA 12.162242 7.283828 9.080293 9.652846 5.013842 9.005471 3.201430 NA 8.383627 NA NA 9.522916 -0.498994 11.781204 -1.084058 1.616452 NA 11.436639 10.586013 NA 9.409876 6.269168 9.123645 3.913761 1.375457 -1.084058 14.171308 9.486351 15.530136 9.630970 8.777108 7.327616 15.252911 7.519647 9.612554 11.872857 11.551852 12.680115 10.236257 13.268444 1.616452 -1.084058 7.623380 10.777302 12.403156 5.105846 8.515004 12.457107 -0.498994 12.416614 8.156013 1.822893 10.631983 10.090946 8.619059 6.237948 13.476592 NA 9.044015 11.155023 3.723373 9.061603 12.226918 1.501006 9.805905 13.186353 13.324019 8.660014 8.435864 NA 3.798662 11.530846 11.821314 -0.498994 6.149641 NA 10.222652 5.493449 8.621653 8.510345 10.745189 -2.4490e-02 -3.5103e-01 4.6584e-02 -4.1447e-03 2.2260e-02 1.3269e+00 1.0241e-02 9.5308e-05 2.0999e-02 2.0999e-02 -5.7189e-03 1.2645e+00 -7.1644e-01 -7.1491e-01 1.2659e+00 3.8642e-01 1.1362e+00 -9.1718e-03 3.6569e+00 9.8234e-03 9.8234e-03 -8.7491e-04 1.1560e-01 9.8363e-01 -5.1899e-02 6.5787e-01 2.1759e-03 -1.1495e-01 8.8485e-03 -2.4490e-02 4.2263e-02 -7.3366e-01 -4.1447e-03 2.2260e-02 -7.3716e-01 -7.0337e-01 -7.0337e-01 2.0439e-02 1.3269e+00 -1.8843e-02 1.0241e-02 2.9281e-02 3.1674e-02 1.9879e-02 2.0999e-02 2.0999e-02 -7.1125e-01 -7.1125e-01 -7.6854e-01 -7.1644e-01 4.0930e-01 -1.2929e+00 -2.7441e-02 0.0000e+00 -1.6472e-02 -1.2619e-02 -1.7118e-02 -7.0373e-01 -1.0705e-02 -8.7491e-04 -8.7491e-04 -8.7491e-04 1.1560e-01 3.2325e-01 -3.4946e-02 -1.2481e-02 -6.8501e-02 -4.4458e-02 6.5787e-01 -6.9190e-01 -6.9190e-01 -6.9190e-01 -1.1495e-01 3.4838e-01 -6.8189e-01 -6.9480e-01 -6.0925e-02 6.4993e-04 6.4993e-04 6.4993e-04 6.4993e-04 0.000 0.000 0.000 -0.695 0.000 0.000 0.000 0.116 0.934 0.000 0.000 0.000 0.000 0.000 -0.692 -0.115 -0.115 0.000 0.000 0.348 0.348 -0.695 0.000 0.000 0.000 -0.703 0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 0.610 0.394 1.136 0.000 0.000 0.000 0.000 0.000 -0.695 0.000 0.000 0.000 0.116 0.934 0.000 0.000 0.000 0.000 0.000 -0.692 -0.115 -0.115 0.000 0.000 0.348 0.348 -0.695 0.000 0.000 0.000 -0.703 0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 0.610 0.394 1.136 0.000 0.000 8.042725 9.562129 2.616452 5.858536 7.934221 8.294316 6.255871 7.975365 9.276319 6.196792 5.431720 5.822911 9.726191 5.670908 10.863840 12.946990 7.900895 11.902663 10.680685 7.852659 8.591810 3.982108 9.859634 -2.083753 8.736551 10.762686 12.165134 9.905060 12.179421 11.159195 8.561679 1.616452 11.376477 8.294316 3.758996 0.501006 11.329120 10.307264 7.824413 NA 3.375457 4.325415 9.912494 6.321161 11.108314 11.372760 NA 13.064577 8.376477 7.590213 10.171640 11.376861 4.992836 9.440073 13.300838 7.003430 NA 8.244696 10.083753 11.48931297 10.10491871 9.08029284 NA 9.26142598 10.47850178 9.94978791 10.39479043 9.91566849 13.93987692 6.81083894 12.68874776 7.76933008 8.48492679 11.17031130 9.44545131 8.97130328 10.90771976 12.85357532 8.74653615 10.58601305 10.48729942 7.37954559 5.40787276 7.77088916 4.45518253 10.40386088 10.31021547 13.43095055 8.18213956 3.69738463 13.01079954 10.23625725 3.27357557 6.87602328 14.42443723 8.13518957 14.28552086 10.58689832 11.33571772 4.58844481 12.03828260 2.77399633 12.00447200 12.28629952 9.38209721 6.25141045 9.12599198 9.90328477 11.63219722 8.02061943 10.63583745 11.54574853 9.35012769 9.65453525 2.23796135 13.14892885 -0.08390558 -0.4845903 12.1622418 14.7785967 10.2474976 6.7677700 11.4297484 10.3947904 11.1924360 3.2014300 14.9638264 8.6949192 10.4233200 10.4355760 8.0632257 9.7685502 10.4038609 10.1132375 -1.0840585 10.0313897 9.5279678 12.7545846 11.4904961 1.9160180 10.1123156 11.4995737 7.0984153 11.1550225 3.7233729 12.2269176 7.3527320 5.2106421 8.4358636 6.3548118 10.4493505 11.4706097 10.6214372 9.7417747 8.3897264 10.3800559 TCGA-VR-AA7I 70 1 484 NA esophagus stage iii t4 n0 m0 male 2010 no 90 esophagus squamous cell carcinoma 20 r2 0 white NA 3 5 NA NA 3 3 6 3 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 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.704848e-06 7.282284e-07 20 5 38 24 13 1.83463032 9.17366914 9.83360391 NA 12.08686422 7.08231513 9.57732100 9.88299191 5.20555282 11.13591721 5.14338117 0.96014098 8.26698092 -1.62459907 NA 9.46456168 NA 12.34967635 0.37517848 3.92978153 1.18256518 11.72572212 11.66492797 0.96014098 9.49737804 6.40310408 9.10736461 8.26071070 3.32939632 -0.03978487 13.98009789 9.59980185 15.63827860 8.86792179 9.32866618 7.66071474 14.15883497 12.09265947 9.64490843 11.42086137 10.89777876 12.09383714 10.06125993 13.11265585 3.23318249 1.54512820 5.89089655 10.39339743 11.46982921 5.84280288 7.81814051 12.27469671 4.13008246 11.94872607 8.20211109 4.89875978 9.57915695 9.64549254 9.47059421 7.02624899 13.48971230 NA 7.60160961 11.71782754 7.03697580 8.87902291 11.31201918 4.04762563 10.03206901 11.76550056 13.60645592 9.63022580 10.12371301 NA 5.38642470 11.64476228 11.72724067 NA 4.85092941 NA 9.57732100 7.02983272 8.63846632 11.45584825 10.01293609 -0.0230180 -0.0116110 0.3510400 0.0102850 0.0186630 1.0938000 -0.3336400 1.6273000 0.3460000 0.3559400 0.7154700 -0.3430800 -0.3672500 0.3708400 0.3708400 -0.0048461 -0.0730230 -0.3371000 3.6569000 0.0420240 0.0000000 -0.3388300 2.4159000 0.0037465 0.2834300 -0.0103700 0.3342800 0.2361200 0.6816100 -0.0230180 -0.0230180 0.3510400 -0.7091700 0.0186630 -0.3450400 -0.3450400 -0.3450400 0.2692300 1.0797000 -0.3524800 -0.3336400 -0.3391800 -0.3414800 0.3460000 0.3460000 0.3390100 -0.3430800 -0.3562400 -0.3816500 -0.3480200 0.0341130 -1.0316000 -0.0044312 -0.0044312 -0.0044312 -0.0044312 -0.3581800 -0.3466400 0.0000000 -0.3450400 -0.3388300 -0.3388300 1.0186000 2.0242000 -0.3821300 0.3395000 0.2834300 0.2834300 -0.0103700 -0.3417100 -0.3417100 -0.3417100 -0.4254900 0.4837200 -0.0042929 -0.0042929 -0.0425170 -0.5168100 -0.5168100 0.0659420 0.0659420 0.000 0.000 0.002 -0.008 0.000 0.000 -0.339 0.339 0.000 0.000 0.000 0.283 0.283 0.000 -0.331 0.000 0.236 0.000 0.351 0.484 0.000 0.000 0.000 0.000 0.000 -0.345 0.000 -0.334 -0.334 0.710 0.371 0.346 0.346 0.395 -0.321 -0.013 0.335 0.000 0.000 -0.517 0.000 0.000 0.000 0.002 -0.008 0.000 0.000 -0.339 0.339 0.000 0.000 0.000 0.283 0.283 0.000 -0.331 0.000 0.236 0.000 0.351 0.484 0.000 0.000 0.000 0.000 0.000 -0.345 0.000 -0.334 -0.334 0.710 0.371 0.346 0.346 0.395 -0.321 -0.013 0.335 0.000 0.000 -0.517 0.000 8.3029752 9.1679876 8.8720509 6.1433812 8.2238202 7.1760973 6.4031041 6.4732300 10.0445253 6.5748690 7.6040157 6.6605992 9.4209569 9.1590140 8.0511540 12.2453693 9.5941357 11.8684273 9.6582856 8.9620371 7.3770274 5.4412876 11.1460676 0.6971511 8.5979922 9.7882961 12.2649864 8.7567401 12.7478107 11.5876936 8.6501578 4.7845877 12.0111420 7.1760973 4.6172279 NA 10.4666326 9.5600726 8.2985245 3.3751924 4.6922486 7.5147488 9.3133066 10.1321704 10.4141162 12.2208833 6.8468719 11.7528145 8.8967977 9.4379181 11.1756928 9.5883014 9.0118218 9.9746452 12.4809421 8.1701980 NA 4.7675171 8.6663678 11.579310 10.106941 9.577321 -1.624599 8.973250 8.108212 7.918229 9.435217 9.847888 14.047034 6.300010 11.658720 7.254780 10.597086 10.463323 9.569338 8.843821 10.796999 12.198499 10.144622 11.664928 11.478157 7.000906 5.089443 8.222254 6.683536 9.277572 11.043417 11.714769 8.535068 5.182553 13.349074 10.061260 2.623118 7.214401 15.229216 8.576096 13.698815 10.290703 8.179328 4.660598 11.891759 3.075635 12.487343 10.898514 8.688080 10.074336 9.856593 9.975575 12.141519 7.317712 10.055996 12.842077 9.722265 10.021756 1.697107 12.652703 1.545128 2.707900 12.086864 13.245600 9.734947 7.386425 12.086757 9.435217 11.242669 5.143381 12.831359 9.553240 9.913386 11.155891 8.647827 11.240544 9.277572 9.056436 1.545128 10.791203 9.691479 12.537431 11.380471 4.441284 9.765904 10.847380 6.697125 11.717828 7.036976 11.312019 3.545128 1.545128 10.123713 7.454682 10.383976 10.858257 10.769928 10.260512 8.465310 10.778209 TCGA-X8-AAAR 69 0 NA 554 esophagus NA t1 n1 NA male 2013 no NA esophagus adenocarcinoma, nos 75 NA 0 white not hispanic or latino 1 2 3 3 1 2 1 2 1 2 4 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4.646791e-06 1.664522e-06 26.4864864864865 3.24324324324324 45.945945945946 19.4594594594595 4.86486486486486 2.8517990 10.1464149 9.1822843 6.2732585 12.1860142 6.7878373 10.2884066 10.0350160 5.5771720 9.3939048 9.3159022 -1.5403586 8.5093253 2.7814017 NA 9.4227414 1.2668165 12.4011067 NA 3.7814017 NA 12.4247199 13.5320699 1.9189205 9.8296192 7.2796561 9.1239240 3.1884801 NA 6.5939035 13.7621513 9.4741947 16.4653561 8.1889616 8.3205637 8.8688676 13.9695300 7.8453389 9.0434995 11.9597049 10.1145602 11.6747063 14.2695713 11.6842321 4.2923695 -0.5405684 8.3990557 10.6888964 11.5815379 3.8857403 8.7286035 11.8111199 2.7074144 11.0711932 9.3307352 2.7814017 9.4573618 8.6774342 9.6174552 6.4538303 13.5110255 NA 10.2744597 11.0245788 5.5147598 8.6762226 10.9548321 3.4136753 10.2982867 8.8104158 13.2213915 8.7133243 10.4263029 2.5469315 1.2668165 11.9725874 9.1668359 -1.5403586 4.2923695 NA 9.7808411 6.8982688 7.8688676 7.8517940 8.9505982 -0.01023200 0.25199000 0.90170000 0.21514000 1.29230000 -0.60649000 0.12373000 -0.64142000 0.03045100 0.01326600 0.27379000 0.27379000 0.66039000 -0.00899060 0.00972760 -0.31646000 -0.31646000 -0.02315500 -0.02315500 3.65690000 0.17679000 0.34226000 -0.56982000 -0.61249000 0.73511000 -0.48418000 -0.48418000 0.20671000 0.02496900 -0.01023200 -0.01395300 0.25480000 0.21514000 0.21024000 -0.60806000 -0.60806000 -0.60806000 -0.60342000 -0.60649000 0.07237700 0.12373000 0.12373000 0.26106000 0.03045100 0.01326600 0.01126100 0.27379000 0.27379000 0.66039000 -0.00899060 -0.43318000 -0.43318000 0.19938000 0.21299000 0.21299000 0.21299000 -0.02315500 -0.02315500 -0.62665000 0.33658000 0.33658000 0.34226000 -0.02493500 -0.61249000 -0.01766600 -0.00041585 -0.55867000 -0.58861000 -0.48418000 -0.51792000 -0.51792000 -0.51792000 0.14176000 0.09231500 0.16160000 0.17407000 -0.02712400 -0.14439000 -0.14439000 -0.14439000 -0.05926900 0.213 0.213 0.000 0.000 -0.611 -0.611 0.342 0.000 -0.612 0.000 0.000 -0.559 -0.559 -0.484 -0.484 0.207 0.207 0.252 0.252 0.000 0.000 0.162 0.000 0.215 0.215 -0.603 -0.603 0.124 0.124 -0.639 -0.639 0.000 0.000 0.274 0.274 0.000 0.000 -0.433 -0.316 0.000 0.000 0.213 0.213 0.000 0.000 -0.611 -0.611 0.342 0.000 -0.612 0.000 0.000 -0.559 -0.559 -0.484 -0.484 0.207 0.207 0.252 0.252 0.000 0.000 0.162 0.000 0.215 0.215 -0.603 -0.603 0.124 0.124 -0.639 -0.639 0.000 0.000 0.274 0.274 0.000 0.000 -0.433 -0.316 0.000 0.000 9.77122501 11.39169148 8.44958077 7.19418656 9.04067740 8.57191605 5.77236077 10.06124751 8.53093923 6.59902762 5.18739563 6.95533140 8.23590987 9.02553078 8.43675651 11.42706321 10.63948217 11.46018095 11.42886325 9.39979039 8.75720697 5.86035700 9.20515104 11.64806555 7.91763702 11.15165628 11.15774728 6.02933140 11.59583183 10.18782242 7.69309661 3.91891093 13.20320666 8.57191605 7.62915113 -1.54035855 11.64729270 8.83885504 9.25226710 3.74488226 8.07418643 7.52556622 9.42598206 9.68709272 10.49221122 10.28244583 0.04446407 12.37600934 8.46369724 11.13785679 9.43818721 9.13543380 6.25389286 6.91890854 11.13190203 8.41218875 NA 4.43675484 9.24574640 12.214469 10.330227 10.288407 NA 10.058925 10.361852 6.902420 9.727434 9.743722 11.463007 7.217700 11.630341 7.719220 13.373488 10.192492 7.751798 9.819775 11.210602 10.414716 11.148601 13.532070 10.062176 8.945306 5.935210 8.158181 10.425982 8.569307 9.416579 10.410033 9.183138 2.781402 11.363170 14.269571 NA 8.354294 16.209737 10.062176 13.316194 9.635026 14.129746 9.076944 11.243907 1.266817 13.607652 11.493072 8.675010 10.441044 10.384222 10.835331 12.069233 10.368995 10.337144 13.749561 9.697284 10.796820 1.918920 13.228746 NA 3.2207633 12.1860142 14.6197115 10.3116161 6.9593227 11.3430746 9.7274338 12.1086206 9.3159022 13.3943194 9.6912979 9.8447999 10.2265935 8.8972286 11.0757958 8.5693073 9.6616005 -0.5405684 9.2416560 10.7791488 12.3729272 10.1176882 5.7074033 10.8337147 9.8219685 5.9352098 11.0245788 5.5147598 10.9548321 5.9986356 -0.5405684 10.4263029 8.6054088 10.8241586 11.8151031 11.2108115 10.6281489 8.8867894 11.1477270 TCGA-XP-A8T6 54 1 763 NA esophagus stage iib t2 n1 m0 male 2009 no 90 esophagus squamous cell carcinoma 25 r0 3 black or african american hispanic or latino 3 4 5 5 4 3 5 4 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 5.479052e-06 2.045975e-06 16.6666666666667 4.05405405405405 50.4504504504504 16.6666666666667 12.1621621621622 1.8715677 10.5851330 10.1569769 2.6371001 11.9858375 7.2725906 9.7139250 9.7951992 5.4415532 9.0060009 1.8715677 2.4565433 7.8579853 -1.4504787 2.3569889 9.2218863 3.4076247 12.3208966 2.8715677 6.3570012 1.3569889 11.3209296 12.7681341 -0.4502815 9.3128589 6.0965402 8.1346091 9.5248496 6.3634269 2.0090605 13.6434767 9.8005371 14.3794550 9.0038636 7.5297858 9.0574511 12.5400164 12.6342058 9.5933573 12.0973364 10.7054135 12.4805686 10.7969807 11.4006147 3.5496445 9.1402337 8.2378968 11.0200512 11.7903678 3.9419608 8.8534271 14.0996294 4.7394701 10.9074734 9.5173267 6.9333507 9.2604529 9.6251256 9.2132046 7.6659903 13.4019810 0.5496199 9.2448747 10.4056829 4.5269264 8.5047733 12.0504884 4.7590972 9.3998333 13.1952487 11.9994400 9.6581710 10.0896147 0.8716071 2.5496445 11.0919529 8.1176026 NA 3.5038448 NA 9.9290249 6.6476786 7.8917211 11.6512940 10.0388322 0.5962900 0.7880800 0.1620100 0.5694700 0.6174700 0.7567600 -0.1417100 1.2133000 0.2132600 -0.1853700 0.3783700 0.3783700 1.5494000 -0.2312000 0.1752400 0.1573700 -0.1882600 -0.2150200 1.6774000 0.0671940 -0.1174300 0.2651000 0.2097400 0.2289600 0.1928000 0.2241800 -0.1629700 1.6636000 0.9192000 -0.2296000 0.1522900 0.1620100 -1.1119000 -0.2430500 -0.6718900 -0.1504500 -0.1886300 0.0077415 0.7567600 0.1958400 -0.1829800 -0.1829800 -0.1929100 -0.2007800 -0.6679300 -0.1853700 0.3657100 0.3657100 -0.2654400 -0.2889600 0.0122000 -1.0632000 -0.2149400 -0.6139600 -0.1976600 -0.1976600 -0.2114700 -0.2946400 -0.1174300 -0.0425530 0.4032300 -0.0909250 0.2097400 0.5420200 0.1707200 -0.1783200 -0.1844900 0.1868800 0.2241800 -0.1586400 -0.1586400 -0.6233400 -0.2409800 0.2424500 0.1755400 -0.2113500 -0.0313950 -0.1254000 -0.1254000 -0.1185100 -0.1185100 -0.236 -0.236 -0.215 -0.215 0.000 0.000 0.270 0.210 0.229 0.000 -0.171 -0.184 -0.184 0.066 -0.159 -0.212 -0.212 0.194 0.586 0.239 0.239 -0.211 0.000 0.562 0.562 -0.197 -0.197 0.108 -0.034 0.788 -0.193 -0.201 -0.201 0.378 0.378 -0.231 -0.056 0.000 0.145 -0.119 -0.119 -0.236 -0.236 -0.215 -0.215 0.000 0.000 0.270 0.210 0.229 0.000 -0.171 -0.184 -0.184 0.066 -0.159 -0.212 -0.212 0.194 0.586 0.239 0.239 -0.211 0.000 0.562 0.562 -0.197 -0.197 0.108 -0.034 0.788 -0.193 -0.201 -0.201 0.378 0.378 -0.231 -0.056 0.000 0.145 -0.119 -0.119 9.6911150 10.1615935 6.1346091 7.7590999 7.5720142 7.1898918 4.9590375 5.9159678 9.8505710 6.6737684 8.0474986 6.8715751 9.6483365 9.5933573 10.6123672 12.3280317 9.3358017 10.8664937 9.9553198 11.2539825 8.2352187 5.0888073 9.5411685 -1.4504787 9.0810280 10.3505464 11.9377984 7.7419395 12.1957068 11.0116375 8.4429481 3.7975733 12.8079917 7.1898918 4.1937875 NA 11.4776096 8.4625358 7.1080675 3.0732033 6.5589717 7.5326403 9.6089910 10.2211876 10.9954374 11.2468313 0.5496199 12.6070460 9.1042355 10.5950649 10.1476990 9.7904378 4.5720165 8.9748625 14.8379178 7.8902533 NA 5.6371088 8.1023154 11.9954373 10.1574392 9.7139250 -1.4504787 9.1336693 7.6022149 8.9246860 9.2986778 10.0604107 12.5385602 9.1157005 11.5247780 7.3982691 8.8647962 10.4829683 8.5775527 8.5954063 11.1730708 12.0281355 11.6687497 12.7681341 10.1532728 7.6737677 6.8304176 7.6891978 11.6622489 9.1080673 10.7721396 11.2794797 10.1903434 1.3569889 12.0408733 10.7969807 6.2707457 7.8187732 14.5000518 8.1495592 13.6580076 10.1730708 9.6821463 7.5858203 12.4963701 0.8716071 14.1383781 11.6745756 9.4269306 10.6740910 9.2038976 10.4099576 12.3625257 7.6237879 10.1830959 13.2491967 10.3289555 10.6311299 0.5496199 12.5452370 3.0732033 4.277568 11.985838 14.691773 9.961158 7.327723 11.021830 9.298678 11.181506 1.871568 12.882942 9.718319 8.299516 9.720723 8.867059 10.445222 9.108067 9.334281 9.140234 9.573401 9.937664 12.715339 10.879723 4.382536 10.103276 10.265608 6.549646 10.405683 4.526926 12.050488 4.304533 4.073212 10.089615 7.639759 10.303699 10.638104 10.579969 11.600005 8.380954 10.109979 TCGA-XP-A8T7 63 0 NA 1254 esophagus stage iia t2 n0 m0 female 2010 no 90 esophagus squamous cell carcinoma 11 r0 0 white hispanic or latino 3 5 4 5 NA NA 6 4 2 3 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 5 7 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 5.687117e-06 1.525812e-06 16.2679425837321 6.2200956937799 60.2870813397129 6.69856459330144 10.5263157894737 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.0079175 0.0079175 -0.0103700 -0.0011087 0.0189430 0.7293400 -0.0209610 0.0183830 0.0366530 0.0321400 0.0000000 0.0000000 -0.4122300 -0.4122300 0.3957900 -0.7230800 0.7377700 0.0141900 3.6569000 0.0087528 0.0087528 0.0125160 0.0138870 0.7004500 -0.0167040 -0.7028000 0.0410340 -0.0818710 -0.0036011 0.0079175 0.0079175 -0.0103700 -0.7470800 0.0189430 -0.7495000 -0.7495000 -0.7495000 0.7385300 0.7293400 -0.0250720 -0.0209610 -0.0346680 0.0099266 0.0366530 0.0321400 0.0321400 0.0000000 0.0000000 -0.7548700 -0.4122300 -0.7230800 -0.7230800 -0.0145030 -0.7373100 -0.0012473 -0.0012473 0.0141900 -0.7386200 0.0087528 -0.7640700 0.0125160 0.0125160 0.0138870 0.7057000 -0.0404800 0.0141900 -0.0177170 -0.0167040 -0.6991100 -0.7002800 -0.7002800 -0.7002800 -0.0818710 0.0068044 -0.7379200 -0.7379200 -0.0250720 -0.0635270 -0.0635270 -0.0635270 -0.0635270 0.000 0.000 0.000 -0.739 0.000 0.000 0.000 0.000 0.700 0.000 0.000 0.000 0.000 -0.699 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 -0.738 0.000 0.000 0.000 -0.011 0.739 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.031 0.382 -0.713 0.000 0.000 0.000 0.000 0.000 0.000 -0.739 0.000 0.000 0.000 0.000 0.700 0.000 0.000 0.000 0.000 -0.699 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 -0.738 0.000 0.000 0.000 -0.011 0.739 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.031 0.382 -0.713 0.000 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-XP-A8T8 49 0 NA 437 esophagus stage iib t1 n1 m0 male 2011 yes 90 esophagus squamous cell carcinoma 19 r0 1 black or african american hispanic or latino 3 4 NA NA 4 3 6 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 2 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 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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 6.20728e-06 1.560489e-06 13.2743362831858 4.42477876106195 47.787610619469 15.929203539823 18.5840707964602 NA 10.6017210 10.4119542 -1.4655399 11.6791042 7.9477877 9.2833181 9.3148263 5.5632985 10.0993887 2.7042080 1.5343107 6.8562151 -1.4655399 NA 9.1770604 5.4884829 12.5081320 0.8562288 2.5342858 NA 11.6613137 12.0857546 6.0341321 9.2450932 5.0578488 8.3480677 8.7285634 NA -1.4655399 14.1131606 10.3053634 15.1650051 10.0806072 6.1041416 7.9458611 13.7071048 9.5983557 10.7531526 12.0057345 11.3374088 12.5628835 10.9842091 11.0612749 1.7042080 6.2137672 3.9266067 11.4377920 11.4119006 3.5342858 7.8539589 13.7739057 4.1781410 12.9473857 9.2150505 4.6840332 8.9563515 10.1862353 9.3327585 6.0656671 12.7933679 NA 9.2433704 10.2532476 0.1192898 9.1609083 11.4488587 0.8562288 9.8691186 14.2984844 9.7564778 10.7498197 9.4957002 NA 3.4884893 9.2950066 7.5649535 NA 1.8562288 NA 10.1476158 5.1489951 4.1489992 11.6388854 9.6996460 -0.45854000 0.37611000 0.37611000 -0.02123500 0.00235810 1.38160000 0.01894300 0.80422000 0.02174400 0.01042400 0.44969000 0.00401320 0.03651200 0.03298600 0.00000000 -0.45640000 0.12307000 -0.46632000 3.65690000 0.48647000 -0.45676000 0.34404000 0.54259000 -0.45329000 0.07527100 2.14420000 -0.31471000 -0.48926000 0.34331000 -0.44743000 -0.45854000 0.34128000 -0.35772000 -0.00691950 -0.47342000 -0.46918000 -0.46918000 0.40611000 1.38160000 -0.47892000 -0.47194000 -0.01073800 -0.00013862 0.04386500 -0.47913000 -0.00868540 0.00401320 0.00401320 0.00958830 0.03298600 -0.95909000 -1.29290000 -0.46035000 -0.46035000 -0.46035000 -0.46035000 -0.46632000 -0.49233000 -0.46323000 -0.39708000 -0.39708000 -0.39708000 0.05537300 -0.45697000 0.41747000 0.41747000 -0.44964000 0.20060000 0.45442000 1.35060000 -0.82960000 -0.84482000 -0.39152000 -0.43474000 -0.44221000 -0.44221000 -0.42811000 -0.60661000 -0.60661000 0.24202000 0.22607000 -0.460 -0.460 -0.467 -0.467 0.476 -0.439 -0.397 0.000 -0.442 0.417 0.417 -0.450 0.000 0.000 0.000 -0.358 -0.358 -0.429 -0.053 -0.435 0.000 -0.442 -0.428 0.000 0.000 0.365 0.834 -0.468 0.000 0.778 0.000 0.000 0.000 0.416 0.000 0.000 0.000 -0.939 -0.838 -0.381 0.226 -0.460 -0.460 -0.467 -0.467 0.476 -0.439 -0.397 0.000 -0.442 0.417 0.417 -0.450 0.000 0.000 0.000 -0.358 -0.358 -0.429 -0.053 -0.435 0.000 -0.442 -0.428 0.000 0.000 0.365 0.834 -0.468 0.000 0.778 0.000 0.000 0.000 0.416 0.000 0.000 0.000 -0.939 -0.838 -0.381 0.226 7.4351535 8.3156464 5.4767997 3.5342858 6.2757539 6.9730785 6.2757539 7.4381689 9.8004876 5.5115661 9.5208398 6.8607158 9.5286401 8.8266082 8.2067121 13.9949665 8.9097824 12.0659118 9.4291044 9.4913888 8.0248970 5.5115661 8.9136650 NA 8.1942826 9.4131041 12.7186972 7.1453116 12.2118258 11.1574823 8.4291046 5.0261405 11.9452680 6.9730785 2.3862867 -1.4655399 10.9531934 8.9678721 7.9916675 0.8562288 4.5115692 5.7241100 9.3074258 5.6532292 11.3438539 11.3866211 NA 12.6902907 10.8211332 10.0301417 10.3197392 10.8343532 7.3123639 8.2067121 14.0886357 7.4880466 NA 6.2137672 9.0927075 11.982145 10.418075 9.283318 NA 9.498627 6.348068 8.426071 9.071486 10.304951 16.252334 6.777460 12.518616 7.993719 6.111716 9.422269 10.235160 8.336803 11.430808 13.169615 11.434587 12.085755 9.481924 7.553877 3.392262 6.392268 10.477168 9.437415 10.165009 11.772691 8.818532 3.178141 12.514069 10.984209 4.960553 7.379777 14.941726 7.485572 13.579321 10.747087 10.026140 6.891838 11.090793 1.534311 12.467551 11.596839 9.591602 10.060297 9.613338 9.105091 11.335995 8.014067 10.691949 12.556207 10.681173 11.006216 2.119257 13.095992 -1.465540 -1.4655399 11.6791042 14.1233810 10.3270770 6.8874339 11.3740810 9.0714857 10.5834546 2.7042080 13.9194750 7.9730785 6.8057503 9.6204229 8.0120451 10.5932931 9.4374154 9.1826444 6.2137672 9.3066013 9.3424465 12.3121584 10.6037365 4.8562139 11.0364671 9.3213730 6.0578488 10.2532476 0.1192898 11.4488587 2.4411647 4.8562139 9.4957002 7.5759461 10.5611559 11.1911584 10.0840713 10.7311961 9.1126595 10.0276418 TCGA-Z6-A8JD 53 0 NA 104 esophagus stage iib t3 n0 m0 male 2013 no 90 esophagus squamous cell carcinoma NA r0 0 white not hispanic or latino 2 6 2 2 3 3 5 4 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 4 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 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 2 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 6 7.108896e-06 1.872587e-06 13.2075471698113 3.77358490566038 40.7547169811321 9.05660377358491 33.2075471698113 -1.7226103 10.9064679 10.5932824 NA 12.6919217 7.5966743 10.3906545 10.2803817 5.3543816 10.7277470 3.9214268 -0.7223723 8.2259338 NA 1.2775682 9.9496296 0.5995082 12.7834205 3.5239759 6.2023785 -1.7226103 11.7116737 10.5222279 0.5995082 10.0544110 7.6569454 8.9649424 5.3493511 1.0849487 1.2775682 14.4455728 9.1979197 14.4781049 10.2674721 8.3597157 8.1464200 14.6744558 8.6591097 10.2775667 10.7841124 11.0556439 12.8152099 10.9400126 13.2501428 6.9214232 1.4474734 7.7893191 11.1210953 12.1312097 6.5629689 8.6438890 11.8558486 4.2548434 11.8207194 8.7439696 5.7853622 9.8885915 9.6542348 9.0825043 5.9710538 14.0021073 2.0849147 7.2662515 11.2787990 4.8011276 9.3100604 11.8449287 4.4068496 10.0707636 11.8772472 12.6787129 10.2306720 10.1807331 0.2775087 4.4273112 11.3078890 11.8985884 7.5982543 6.0913486 -0.7223723 10.7726723 8.5710385 9.0482307 11.8032099 9.9204487 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10.489151 10.390654 1.277568 9.975837 9.426043 8.637316 9.666106 10.611840 12.292895 8.507587 12.574268 7.565279 10.751272 10.320594 9.807485 9.516569 11.755831 13.579471 8.988373 10.522228 10.339613 8.349029 6.712195 8.200894 7.135548 9.388703 11.597098 11.737895 9.678980 4.277568 12.265097 10.940013 4.447493 7.277566 14.756192 8.860649 13.631162 10.632367 11.000588 4.635116 11.227393 1.599508 12.993251 11.965926 10.415198 9.199408 9.643840 10.260917 12.324350 9.505784 10.408137 13.369279 9.985788 10.536722 1.862511 13.051427 3.231770 2.185423 12.691922 14.522149 10.186335 7.181448 11.648527 9.666106 11.804799 3.921427 13.835210 9.907834 11.035790 10.521931 10.076415 11.249649 9.388703 8.102525 1.447473 10.030784 9.390658 12.456465 11.220997 2.525493 10.652335 10.792774 6.674171 11.278799 4.801128 11.844929 7.454986 4.562969 10.180733 7.119917 10.787589 11.649616 10.224838 10.640880 9.517762 10.339950 TCGA-Z6-A8JE 57 0 NA 64 esophagus stage iiia t3 n1 m0 male 2013 no 80 esophagus 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6.2595060 9.0248324 11.5481067 2.8350145 11.4826556 9.6389010 4.9446336 9.1616738 9.2470761 9.8290634 8.7507301 13.4260872 0.5870769 7.9621198 10.7237510 8.0258721 9.1925599 11.1538479 4.1720394 10.0232713 12.4829396 12.8243650 7.9179974 10.9400782 1.1720394 7.3183991 10.8053408 10.8567914 0.7278769 7.1907067 -0.4129231 10.2630373 7.6094484 8.6052806 12.0657236 10.2447784 0.233340 0.211770 0.211770 -0.046632 -0.025620 0.062651 0.546470 1.511800 0.235190 0.233340 -0.226010 0.302340 -0.122260 0.421160 0.489920 -0.017529 -0.409370 -0.390290 1.942500 3.656900 0.559740 -0.096704 3.656900 -0.129140 0.410110 0.372820 0.372820 0.526080 0.429910 0.233340 0.233340 0.211770 0.000000 -0.039571 -0.193370 -0.747770 -0.747770 1.481700 0.062651 -0.048072 -0.025072 -0.025072 -0.327390 0.222990 -0.340790 0.180120 0.214530 0.106140 -0.122260 -0.122260 0.014350 -1.292900 0.957950 0.439020 -0.721370 -0.121080 -0.390290 -0.385710 -0.051721 -0.138470 -0.096704 -0.096704 -0.099736 -0.133030 -0.146440 0.343560 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8.9512151 8.9269302 4.4075159 0.5870769 10.9895595 9.4278582 8.2788239 3.2309408 4.1106389 10.1786026 9.8666909 8.4666634 10.5284947 11.5105935 NA 11.9139311 8.3879802 11.3984550 8.5571860 9.7253521 1.7570232 8.1645093 13.8447996 8.4030721 NA 5.7163627 8.4278584 11.9305436 10.0899121 9.7940946 0.9090434 9.7412656 7.8468236 9.4048633 9.1841551 10.1431073 13.0277834 7.7570052 11.3914130 8.1626194 10.7607574 10.0159639 9.2814382 9.4341376 11.6577044 10.7036842 10.8928570 12.4284481 9.7861391 8.0217085 7.4231310 7.2127892 13.0533480 9.1578848 11.2735808 11.9466926 9.9502568 5.1720434 12.1584774 14.0232388 -1.4127310 5.9793966 15.8295460 7.9313764 12.7299053 10.0713997 9.2100471 9.1663964 13.1239346 1.7570232 13.4564370 11.4887015 9.0164871 10.1934856 9.3019011 12.0385490 12.1739201 7.5059433 10.3819023 12.9107677 10.4325704 10.2141582 1.1720394 12.9459375 1.1720394 4.233819 12.655271 14.105562 9.814696 8.493971 11.375595 9.184155 11.495661 2.979403 12.816425 10.904776 9.453587 10.037673 7.631475 11.673880 9.157885 9.657872 3.835004 10.294871 10.128661 12.085930 12.114679 4.259506 10.603540 9.878827 6.361867 10.723751 8.025872 11.153848 5.872482 2.587077 10.940078 8.658543 9.549253 10.852109 11.835453 11.005987 9.194411 11.413827 TCGA-Z6-A9VB 53 0 NA 40 esophagus stage iiia t3 n1 m0 male 2013 no NA esophagus squamous cell carcinoma NA r0 NA white not hispanic or latino 3 4 2 4 4 3 6 3 2 3 0 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 5.097599e-06 1.6992e-06 23.7373737373737 6.56565656565657 43.4343434343434 13.6363636363636 12.6262626262626 NA 11.0469324 9.5132720 -1.5803532 12.3778634 7.1953003 9.3139142 9.7490902 5.1034095 11.0997744 3.2778360 1.8792745 8.1010927 0.4198625 -1.5803532 9.5615467 4.7417852 12.4436427 1.7417905 3.3740518 -0.5801375 12.1858657 12.0728115 2.8121696 9.6096791 4.5491393 8.9137098 7.2354944 3.3740518 0.7417474 13.9775874 10.0327230 12.8011832 8.6460258 6.9434162 7.7530549 14.0047583 11.7224934 9.7796041 12.3152518 10.9854326 12.5260085 11.0336440 11.2053070 1.4198625 4.6677843 8.1713985 10.9147101 11.4704616 3.2272020 9.2400335 14.6787414 3.7052591 12.9907775 9.6434942 3.4642500 9.7139008 10.9842422 9.0922799 6.4198540 13.5039985 NA 9.8057170 10.3435534 4.3267459 8.2762798 12.0776195 3.0637100 10.2150825 13.2370381 9.3949859 9.5523542 10.6917552 2.3267387 3.5491393 9.0151120 12.1176909 -0.9951032 2.3267387 0.4198625 10.6872264 4.4642500 8.1747420 12.1780777 10.7475194 -0.1853700 0.1080000 0.1325400 0.6512500 0.6715400 2.4638000 -0.0615920 0.9329900 0.4583200 -0.0145410 0.1626100 0.1356500 -0.6345500 -0.5878500 0.8644800 1.1566000 0.6455600 -0.0430970 3.6569000 0.6551100 0.0270370 0.0133140 0.4489700 0.0745130 0.0650440 0.3805100 0.1412800 -0.0921170 0.0000000 -0.1853700 -0.5199200 0.1325400 -1.2929000 -0.6099200 -0.6139200 -0.6139200 -0.6139200 0.1518400 2.4638000 -0.6130000 -0.0485150 -0.0827300 -0.6128900 0.4107300 -0.0319420 -0.0246990 0.1356500 0.0838800 -0.6345500 -0.0342600 -0.6246800 -1.2929000 1.0249000 1.0249000 -0.6695900 -0.1216400 -0.0735130 -0.6418200 0.4278400 -0.0506780 0.0023198 0.0133140 0.1791600 -0.0074801 -0.0369830 0.0333700 0.0650440 0.0890870 0.3805100 -0.0330330 -0.0330330 -0.0330330 -0.0921170 0.7004000 0.0564730 0.0564730 0.0306930 -0.0526590 0.0014872 -0.0563450 0.0690590 0.903 -0.122 0.000 0.000 0.616 0.000 0.000 0.384 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.077 0.108 0.700 0.000 0.000 0.000 0.000 0.000 -0.442 0.172 -0.551 0.000 0.934 -0.602 0.000 0.000 0.136 0.136 0.000 0.748 0.000 0.000 0.000 0.000 0.903 -0.122 0.000 0.000 0.616 0.000 0.000 0.384 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.077 0.108 0.700 0.000 0.000 0.000 0.000 0.000 -0.442 0.172 -0.551 0.000 0.934 -0.602 0.000 0.000 0.136 0.136 0.000 0.748 0.000 0.000 0.000 0.000 7.161321374 9.509304914 4.326745857 1.227186560 7.259058704 7.311638434 6.955130269 7.801397318 9.215082527 5.174741964 8.632958857 7.194641631 10.485607253 9.645664376 10.761095332 13.776581571 9.677808068 11.056932184 10.064612095 10.070457489 8.341963072 5.188036881 7.875181682 NA 9.539444219 12.438228593 11.685029989 8.878261246 12.508896108 11.271603555 8.563237846 5.240031869 13.021625310 7.311638434 2.294664856 0.004753055 10.844283249 7.775205315 8.070906094 2.741790545 3.812169603 4.648672514 9.658856266 6.686640588 11.557646205 11.331620972 3.629309987 12.679450674 8.760817399 10.455340990 9.699465050 11.548654419 6.639023733 8.872095839 14.037092377 7.487530565 -1.580353247 3.943415029 8.786176822 11.572773070 9.787815244 9.313914250 NA 9.052849770 7.144368655 9.487288972 10.049188434 9.616456582 14.924124197 7.491316795 10.365298303 8.227209669 7.777406564 10.319211469 10.160900151 8.981142545 11.294643779 11.817189576 12.361727435 12.072811509 10.675473261 7.520516539 5.034563491 6.564512310 10.413146809 10.013245616 11.482912500 10.890259184 10.499672614 2.227217372 11.999406175 11.033644001 6.147774766 6.931607422 15.923370189 7.561961491 12.960951122 10.614303569 9.256693909 8.547848869 10.827918873 0.004753055 14.357193162 12.020928840 8.617071060 9.563237655 8.789735445 8.729330816 11.386540189 9.173071202 10.745160004 12.119943054 10.422669583 10.443955308 5.214268601 12.621136113 -1.580353247 0.7417474 12.3778634 14.2894428 10.5086428 8.6268687 12.2766691 10.0491884 10.4839236 3.2778360 13.0947088 9.3394628 6.0993352 10.0708613 8.4223600 10.1280762 10.0132456 9.7429093 4.6677843 10.1705616 10.1426621 11.8030188 10.4096038 4.8627985 10.0299565 10.5099670 5.9355540 10.3435534 4.3267459 12.0776195 2.2272174 NA 10.6917552 7.8292451 10.3442959 11.4312565 10.4963361 11.2485861 8.4056963 11.5462364 TCGA-Z6-AAPN 57 0 NA 81 esophagus stage iia t3 n0 m0 male 2013 no NA esophagus squamous cell carcinoma 1 r0 0 white not hispanic or latino 1 6 2 2 3 3 6 4 2 3 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 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 4 0 4 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 1.18944e-05 2.878236e-06 9.97679814385151 2.08816705336427 33.4106728538283 6.96055684454756 47.5638051044084 -0.8213810 9.9530733 8.7636605 1.3486290 10.6442643 7.4156209 9.0848371 9.3954437 3.9600576 8.4171027 3.0855946 NA 8.3156889 -1.8211260 3.1786987 10.3796732 NA 12.4040191 3.6049609 5.0613399 NA 11.9159453 10.6687967 -0.8213810 9.7869527 5.4171031 8.9294049 8.3404599 0.5005981 5.9534841 14.7385978 8.5742321 13.8233085 8.9697957 7.9049164 7.7675998 13.2313085 10.7991469 9.2224088 11.8046111 11.4437269 12.2336414 10.2103992 11.4511819 1.3486290 1.9860468 6.8826015 10.2508305 10.9749830 4.3079822 8.2024525 12.4363642 4.1559759 11.6532912 8.4275861 5.2767311 9.6237129 8.7197947 8.4466549 5.3079822 13.2632572 1.3486290 6.0179019 10.8009786 3.5362519 9.7725559 10.5870277 6.3436050 9.7037294 13.1421811 13.2773058 7.7841774 7.7841774 0.9860832 4.4640997 10.3814340 11.0774883 -1.4994019 4.6864949 NA 9.2541771 7.6805353 10.4727442 10.9329592 10.6342230 0.03425400 0.28548000 0.66217000 0.29772000 -0.25322000 0.03566500 -0.26396000 1.93070000 0.07282700 0.05480300 0.58381000 -0.19687000 -0.57881000 -0.07521100 0.09719900 -0.25189000 0.19497000 0.01568800 0.15323000 0.22453000 -0.18295000 0.02356600 -0.24630000 -0.25709000 -0.19987000 0.27584000 0.27584000 -0.22761000 -0.06424000 -0.56236000 0.12771000 -0.00401620 -0.25322000 -0.26769000 0.30282000 -0.27164000 -0.27164000 0.04160000 0.03566500 0.29326000 -0.26396000 0.30617000 -0.27440000 -0.26468000 0.02246100 0.05480300 -0.19687000 -0.35270000 -0.57881000 -0.57881000 -0.37696000 -0.85337000 -0.57348000 -0.55146000 0.00000000 0.00000000 0.01568800 0.00083195 -0.18295000 0.66752000 0.02356600 0.02356600 -0.25938000 0.24762000 0.30953000 -0.26867000 -0.24764000 0.07397700 0.27584000 -0.36102000 -0.36102000 0.24047000 -0.22761000 0.27854000 -0.14065000 -0.14065000 -0.24569000 -0.05253100 -0.06303200 -1.05800000 -0.07334300 -0.556 -0.556 0.000 0.000 0.225 0.225 0.000 -0.259 -0.257 -0.262 -0.262 -0.248 -0.248 -0.043 -0.319 -0.228 -0.228 0.000 0.000 0.289 0.289 -0.141 -0.249 -0.253 -0.253 -0.272 0.000 0.293 0.029 0.000 -0.251 -0.265 0.000 0.239 -0.288 -0.579 -0.579 0.187 0.187 0.000 0.000 -0.556 -0.556 0.000 0.000 0.225 0.225 0.000 -0.259 -0.257 -0.262 -0.262 -0.248 -0.248 -0.043 -0.319 -0.228 -0.228 0.000 0.000 0.289 0.289 -0.141 -0.249 -0.253 -0.253 -0.272 0.000 0.293 0.029 0.000 -0.251 -0.265 0.000 0.239 -0.288 -0.579 -0.579 0.187 0.187 0.000 0.000 7.560241 10.370374 9.244787 4.920165 7.058281 8.481337 7.366050 8.309269 9.625264 5.702259 6.913408 6.920165 9.394838 9.160979 11.477620 12.591268 10.744695 10.236351 10.396958 8.728483 7.039319 4.011585 8.834229 1.178683 8.837409 9.559159 12.733886 8.198289 11.958540 11.479050 8.436086 1.500649 11.557535 8.481337 4.052512 NA 11.751635 9.062105 8.314407 -1.821126 5.085590 5.906619 8.458309 6.206604 12.419787 11.119562 1.178683 12.225566 9.346116 9.066680 10.929824 9.693905 5.740941 10.597078 13.423656 7.811021 NA 3.851119 9.538996 11.2828052 10.1941130 9.0848371 0.1787465 10.0897154 12.8955710 7.5229942 10.3476834 9.8581781 13.7738144 7.5838395 11.4927146 7.9779793 8.3573629 9.3942309 9.2969903 10.2010658 11.1705741 13.1313550 10.1850241 10.6687967 11.0943907 8.7906450 6.3028198 8.8997971 7.3156894 10.4188930 10.5070924 11.3398299 9.4406284 3.0366792 12.3723003 10.2103992 5.3385706 7.7081286 16.2794124 8.4301803 14.1486915 11.1138630 12.4366750 5.1212144 11.8376904 2.7022586 12.9614009 11.8094201 8.7159164 10.4620757 9.8775372 10.2141844 11.9630261 7.8243561 11.0421099 13.0008963 10.7214880 11.2850973 0.1787465 13.8513719 4.0855861 -0.2363335 10.6442643 15.0410301 10.6309392 6.0735161 11.4730315 10.3476834 11.2530067 3.0855946 12.5550269 7.4360860 9.4721697 10.7769831 7.5296375 10.5191045 10.4188930 9.1307111 1.9860468 9.7313671 10.7147023 12.3540136 11.3010407 4.4640997 9.4020965 11.4211278 3.4641062 10.8009786 3.5362519 10.5870277 5.3685239 9.3124823 7.7841774 6.6745525 9.0359015 10.7284826 10.9520432 8.6226775 7.2872220 9.2010658 TCGA-ZR-A9CJ 65 1 600 NA esophagus stage iiic t3 n3 mx male 2012 no NA esophagus adenocarcinoma, nos NA r0 12 white not hispanic or latino 1 1 NA NA 1 1 1 1 4 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.340342e-06 1.525812e-06 20.2970297029703 3.96039603960396 49.5049504950495 18.8118811881188 7.42574257425743 -0.2100621 9.5178434 9.4764234 3.1118493 10.8120595 7.5598046 10.4277553 9.2301000 5.3947851 11.4415726 9.5740124 4.0378478 8.0629414 NA NA 9.7815345 -0.7951081 12.6695087 4.2926345 3.2049545 NA 11.5813571 11.0801338 NA 9.3502557 6.7127553 8.7672029 2.9731520 -1.7948578 -1.7948578 14.4352060 8.1893788 15.0950926 9.3588606 7.4670553 7.8434689 12.6377633 NA 9.2643049 11.1608609 11.1575197 12.5010162 14.8241057 10.9258459 4.0123184 -0.7951081 4.3134853 10.0524092 10.9640226 6.1118514 8.6837301 11.3954117 4.4717467 10.4292636 8.8036923 4.6806957 8.7127550 8.6185885 9.9036651 7.0219438 12.9066459 0.2050171 8.1193453 10.7948456 7.4337790 8.3686099 11.0315089 3.7899274 8.8011502 13.3874324 12.7692885 7.6333208 10.3269148 -1.7948578 5.8196707 11.8235753 10.9908215 -1.7948578 8.8085868 4.6312265 9.3817569 7.1765043 8.6572016 1.0122826 9.1731664 0.5654300 0.4425700 0.4319300 0.0000000 0.0000000 0.1625000 -0.0283550 0.2565200 -0.1097200 0.4059400 0.1352400 0.1352400 3.4050000 -0.3226300 1.1026000 -0.1170400 -0.1170400 0.2647500 0.4021100 3.6569000 0.2720600 0.2523000 0.2367400 1.9529000 0.0042599 -0.1580900 -0.1580900 -0.2789400 0.2379800 -0.6139300 -0.0156040 0.4353000 0.0000000 -0.2879800 -0.0217790 -0.3276300 1.1667000 0.1625000 0.1625000 -0.0283550 -0.0186280 -0.6224500 -0.1061800 -0.3264600 -0.3115500 -0.1145600 0.1352400 0.0157270 0.7177300 -0.3226300 -0.1170400 -0.1170400 0.0033299 0.0365120 0.4825100 0.2576200 0.2647500 -0.0425170 0.2720600 0.2523000 0.2523000 0.2523000 -0.3092100 0.1182900 0.3253600 -0.3271600 -0.3187900 0.2931000 -0.1580900 -0.1580900 -0.1580900 -0.1580900 -0.2789400 -0.3570700 -0.3128400 -0.3218200 -0.3178600 0.2275300 0.2540200 0.6714100 -0.3116700 0.000 0.221 0.402 0.402 -0.312 0.272 0.252 0.237 -0.308 0.520 0.520 0.000 0.000 -0.158 -0.158 -0.279 -0.279 0.432 0.432 0.801 0.801 -0.313 -0.318 0.000 0.000 0.162 0.162 0.000 0.000 0.257 0.000 -0.306 -0.306 0.135 0.135 0.511 0.511 -0.117 -0.117 0.262 0.262 0.000 0.221 0.402 0.402 -0.312 0.272 0.252 0.237 -0.308 0.520 0.520 0.000 0.000 -0.158 -0.158 -0.279 -0.279 0.432 0.432 0.801 0.801 -0.313 -0.318 0.000 0.000 0.162 0.162 0.000 0.000 0.257 0.000 -0.306 -0.306 0.135 0.135 0.511 0.511 -0.117 -0.117 0.262 0.262 9.508170 10.613025 10.238728 6.394785 8.539234 8.268355 5.959849 6.227329 8.804873 5.535879 7.788043 6.946428 9.300357 9.752337 7.722630 11.282778 9.948272 10.041800 10.969625 7.336817 8.199851 6.880917 8.108842 8.252084 8.352165 10.192224 11.795080 7.471747 11.858053 9.725088 7.848816 3.728519 11.238039 8.268355 8.479688 NA 11.240103 10.177222 6.553689 2.597269 5.905399 6.996123 8.920064 9.624921 11.411212 11.121959 NA 11.972628 10.115978 10.738777 9.627025 9.898883 2.111866 7.788043 12.608505 8.618504 NA 9.347706 9.604238 11.8250657 10.0449514 10.4277553 NA 9.7314596 10.9623504 9.4313727 10.3805100 10.0323031 12.5172761 8.2493543 10.9938826 8.3673518 10.7833331 11.1379133 8.7275420 11.4916625 11.2872758 10.3376915 11.2035508 11.0801338 11.0032297 8.8958315 6.2049604 7.7861611 10.3528013 9.2370060 11.9451628 10.5260429 9.9861316 1.0122826 11.8396580 14.8241057 1.9053894 6.8914605 16.4873655 9.2697032 14.5086698 10.2207239 13.3757852 6.9731451 11.7660096 1.6643918 12.5429105 11.8825700 9.3368174 9.6746022 9.8941634 11.1077123 13.4947992 3.7595500 10.3115233 12.2975995 10.8166769 10.7231217 0.5268701 13.5380808 0.7899379 3.1545022 10.8120595 13.3312559 9.3910747 7.0187421 11.6655443 10.3805100 12.3347264 9.5740124 11.7814448 10.1616995 10.7149827 10.1665584 8.5919008 11.7048063 9.2370060 9.0730112 -0.7951081 9.1915135 10.0718529 12.5045262 11.0793655 4.8343168 9.9166274 10.1638756 7.4046324 10.7948456 7.4337790 11.0315089 3.9598443 2.4528853 10.3269148 8.3470677 9.6364580 10.2449075 11.0864568 9.2196782 8.4229179 10.7038096 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0 0 0 0 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA all_p NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.8999378746584e-05 2.90381741383334e-05 2.91798251979818e-05 2.91865834814009e-05 2.92027791284822e-05 2.92480615510629e-05 2.92625416278475e-05 2.93027926545617e-05 2.9339951292028e-05 2.93733496391334e-05 1.7910109648269e-07 1.82765437719966e-07 1.92147187330351e-07 2.18087512868398e-07 2.4385634583177e-07 3.67057769345313e-07 4.72998724355498e-07 6.5612516537459e-07 1.17424935308171e-06 1.76950697821853e-06 1.46790949454566e-05 1.46918696577511e-05 1.47157475144162e-05 1.47599509211031e-05 1.48213100207726e-05 1.48557760691948e-05 1.4882571245364e-05 1.48854852591234e-05 1.49420225592709e-05 1.52882649327557e-05 8.77855918203981e-06 8.79135587824636e-06 8.92570624866584e-06 8.94474465629764e-06 8.96776111642493e-06 8.99374639339367e-06 9.01148210369922e-06 9.01543968802135e-06 9.00528796362492e-06 5.29807300786209e-07 5.40733577658588e-07 5.70279862256667e-07 5.73682038418948e-07 5.85933708901361e-07 8.02896641374357e-07 1.20690061814311e-06 1.22864857750429e-06 1.3147400289144e-06 1.38176359916858e-06 3.16539850464555e-06 3.19878901441809e-06 3.24436959102667e-06 3.29597881065237e-06 3.32845238930119e-06 3.33238543924066e-06 4.65814044524082e-06 4.82144762820264e-06 5.24888022511752e-06 5.79661478636985e-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 all_q NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.0304 0.00962 0.004587705 0.0222 0.06183608 0.0358 0.0136 0.00129 0.0936 4.62e-12 0.0235 0.0988 0.0977 0.0248 0.0131 0.009921247 0.0677 2.62e-09 0.0168 0.000609 1.715876e-09 0.0235 7.16e-05 0.0179 0.0988 0.01227626 0.0181 0.0484 1.47e-08 0.01227626 0.00644 0.06183608 0.0154 4.62e-12 0.00725 0.0802 0.00962 0.0125 0.0235 0.097 0.0988 0.0484 3.05e-07 0.0815 0.0386 0.006737461 0.0385 0.0717 0.0757745 0.005780226 4.62e-12 0.0235 8.11e-05 0.0652 0.0935 0.00596 3.84e-08 4.62e-12 0.0181 0.02214924 0.0988 0.02 0.0316 0.00131 0.00174 0.0508 3.62e-07 0.004587705 0.09408478 0.06183608 0.09964024 7.70995e-10 0.002448691 0.009921247 4.614189e-05 1.715876e-09 0.0002849532 0.01436423 0.01227626 1.229658e-05 0.01227626 0.06183608 0.000210939 9.174194e-05 0.00384213 0.006737461 0.09964024 0.0757745 0.005780226 0.001306627 6.424124e-05 4.660416e-11 0.02214924 0.01436423 0.02429689 0.004587705 0.00423931 0.01855657 0.06183608 0.01059267 2.787511e-06 0.07816813 0.02364409 0.009921247 0.01511396 0.04447171 0.00423931 0.006775028 0.02244998 0.0003490313 0.01227626 0.0798488 0.01511396 0.06235622 0.01373955 0.01673682 0.03039399 0.005361246 0.04837304 0.01855657 0.069487 0.01227626 0.01959377 0.06183608 0.00777056 0.04514874 7.421248e-06 0.0772929 3.636717e-06 0.04837304 0.007217549 0.01673682 0.03730756 0.00120378 0.08966796 0.005361246 0.0757745 0.069487 0.04200547 0.01511396 0.005780226 0.04447171 1.037486e-06 0.0002059764 1.8304e-12 0.02214924 0.0772929 1.265795e-05 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.0024624 0.0022446 8.2636e-05 0.0043633 0.034927 2.8915e-20 0.11705 0.00042289 9.6697e-14 0.20377 6.1735e-13 6.0529e-14 2.785e-07 1.5487e-05 2.9383e-31 0.0054032 0.24147 0.029592 1.2639e-101 7.5822e-11 1.8454e-06 0.12017 0.15689 0.10665 1.7302e-22 0.01372 5.2675e-08 1.2339e-07 0.18371 0.0012162 8.8025e-06 0.0006282 1.1171e-27 6.9949e-07 7.5581e-06 8.8275e-10 6.9854e-22 6.4878e-07 0.00066738 8.3319e-05 5.7334e-42 0.000831 1.0706e-31 2.0317e-23 0.036953 0.00073804 4.1663e-30 1.2155e-13 2.1719e-13 0.060925 2.2321e-08 3.8792e-136 0.041463 9.2419e-07 0.039099 0.00081373 0.0016785 1.0131e-05 0.045584 0.0041918 0.00015417 0.019792 0.1651 0.035837 0.012791 5.3932e-79 0.074408 0.0022668 0.10154 3.8012e-06 1.479e-16 1.0131e-05 8.6035e-06 7.3239e-07 0.00084599 0.00011709 0.015552 8.658e-37 1.0788e-09 0.035706 0.00065553 1 1 1 1 1 1 1 0.294 1 1 1 1 1 1 1 1 1 1 0.000776 1.12e-07 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