tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_tumor_tissue_site CLI_pathologic_stage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage CLI_gender CLI_date_of_initial_pathologic_diagnosis CLI_days_to_last_known_alive CLI_radiation_therapy CLI_histological_type CLI_tumor_stage CLI_residual_tumor CLI_number_of_lymph_nodes CLI_ethnicity CLUS_mRNA_cNMF CLUS_mRNA_cHierarchical 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_mutsig.CV_APC SMG_mutsig.CV_BRAF SMG_mutsig.CV_CRIPAK SMG_mutsig.CV_CTNNB1 SMG_mutsig.CV_FBXW7 SMG_mutsig.CV_KRAS SMG_mutsig.CV_MUC4 SMG_mutsig.CV_NRAS SMG_mutsig.CV_PIK3CA SMG_mutsig.CV_PTEN SMG_mutsig.CV_SMAD4 SMG_mutsig.CV_TCF7L2 SMG_mutsig.CV_TP53 SMG_mutsig.CV_VHL SMG_mutsig.2CV_AKAP9 SMG_mutsig.2CV_APC SMG_mutsig.2CV_ARID1A SMG_mutsig.2CV_BRAF SMG_mutsig.2CV_CDH1 SMG_mutsig.2CV_CDKL5 SMG_mutsig.2CV_CRIPAK SMG_mutsig.2CV_CTNNB1 SMG_mutsig.2CV_ELF3 SMG_mutsig.2CV_ERBB2 SMG_mutsig.2CV_FLT1 SMG_mutsig.2CV_FMN2 SMG_mutsig.2CV_GABRP SMG_mutsig.2CV_HAUS6 SMG_mutsig.2CV_IQCD SMG_mutsig.2CV_KIAA1804 SMG_mutsig.2CV_KRAS SMG_mutsig.2CV_LIG1 SMG_mutsig.2CV_NRAS SMG_mutsig.2CV_OXSM SMG_mutsig.2CV_PCBP1 SMG_mutsig.2CV_PIK3CA SMG_mutsig.2CV_PON3 SMG_mutsig.2CV_RBM10 SMG_mutsig.2CV_RLIM SMG_mutsig.2CV_RPTN SMG_mutsig.2CV_SHROOM4 SMG_mutsig.2CV_SLC12A6 SMG_mutsig.2CV_SMAD2 SMG_mutsig.2CV_TCF7L2 SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_VCX2 SMG_mutsig.2CV_ZNF354C rate_non rate_sil MutsigCateg_*CpG->T MutsigCateg_C->A MutsigCateg_*Cp(A/C/T)->T MutsigCateg_A->(C/G) MutsigCateg_flip SMG_AKAP9_mRNA SMG_APC_mRNA SMG_ARID1A_mRNA SMG_BRAF_mRNA SMG_CDH1_mRNA SMG_CDKL5_mRNA SMG_CRIPAK_mRNA SMG_CTNNB1_mRNA SMG_ELF3_mRNA SMG_ERBB2_mRNA SMG_FBXW7_mRNA SMG_FLT1_mRNA SMG_FMN2_mRNA SMG_GABRP_mRNA SMG_HAUS6_mRNA SMG_IQCD_mRNA SMG_KIAA1804_mRNA SMG_KRAS_mRNA SMG_LIG1_mRNA SMG_MUC4_mRNA SMG_NRAS_mRNA SMG_OXSM_mRNA SMG_PCBP1_mRNA SMG_PIK3CA_mRNA SMG_PON3_mRNA SMG_PTEN_mRNA SMG_RBM10_mRNA SMG_RLIM_mRNA SMG_SHROOM4_mRNA SMG_SLC12A6_mRNA SMG_SMAD2_mRNA SMG_SMAD4_mRNA SMG_TCF7L2_mRNA SMG_TP53_mRNA SMG_VHL_mRNA SMG_ZNF354C_mRNA Amp_1q21.3 Amp_1q32.1 Amp_6p21.1 Amp_8p11.23 Amp_8p11.21 Amp_8q24.21 Amp_10q22.2 Amp_11p15.5 Amp_11q13.3 Amp_12p13.33 Amp_12p12.1 Amp_13q12.13 Amp_13q12.2 Amp_13q22.1 Amp_16p11.2 Amp_17q12 Amp_17q24.1 Amp_20q11.21 Amp_20q11.23 Amp_20q13.33 Amp_Xp22.2 Amp_Xq27.3 Del_1p36.11 Del_1p33 Del_1p13.2 Del_2p12 Del_3p14.2 Del_3q26.31 Del_4p13 Del_4q22.1 Del_4q35.1 Del_5q12.1 Del_5q22.2 Del_6p25.3 Del_6q26 Del_7q31.1 Del_8p23.2 Del_8q11.1 Del_10q21.1 Del_10q25.2 Del_11q22.3 Del_12q13.2 Del_14q11.2 Del_14q31.1 Del_15q21.1 Del_15q22.33 Del_16p13.3 Del_16q23.1 Del_17p11.2 Del_18p11.31 Del_18q21.2 Del_18q22.1 Del_18q23 Del_19p13.3 Del_20p12.1 Del_21q11.2 Del_22q13.31 Del_Xp22.33 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_ZNF524_-0.75_1 mRNA_CNMF_PDE1A_1.64_1 mRNA_CNMF_PGP_-0.92_1 mRNA_CNMF_CRISPLD2_1.4_1 mRNA_CNMF_TOR1AIP1_0.52_1 mRNA_CNMF_ENOX1_1.48_1 mRNA_CNMF_FAM101B_0.88_1 mRNA_CNMF_MCRS1_-0.44_1 mRNA_CNMF_ZNF579_-0.82_1 mRNA_CNMF_BEND7_0.67_2 mRNA_CNMF_CDHR2_1.86_2 mRNA_CNMF_CHGB_2.67_2 mRNA_CNMF_GHRHR_-1.62_2 mRNA_CNMF_PYY_3.6_2 mRNA_CNMF_SLC6A14_2.62_2 mRNA_CNMF_ACOT6_-1.24_2 mRNA_CNMF_GALK1_-0.92_2 mRNA_CNMF_SERGEF_-0.47_2 mRNA_CNMF_HIST3H3_-1.09_2 mRNA_CNMF_TBC1D25_-0.67_3 mRNA_CNMF_YTHDF2_0.44_3 mRNA_CNMF_CHAD_-1.59_3 mRNA_CNMF_DLGAP5_0.75_3 mRNA_CNMF_ELOVL6_0.74_3 mRNA_CNMF_LOC100130581_-1.06_3 mRNA_CNMF_FBXO16_1.43_3 mRNA_CNMF_SLC10A3_-0.66_3 mRNA_CNMF_ODF3B_-1.29_4 mRNA_CNMF_ENTPD8_-1.81_4 mRNA_CNMF_CHMP4B_0.58_4 mRNA_CNMF_GRIN1_-2.64_4 mRNA_CNMF_HEPACAM2_-3.94_4 mRNA_CNMF_ITGB7_-1.4_4 mRNA_CNMF_MEST_0.5_4 mRNA_CNMF_NCBP2_0.66_4 mRNA_CNMF_POFUT1_0.79_4 mRNA_CNMF_TP53RK_0.78_4 mRNA_CNMF_KLHL35_1.03_5 mRNA_CNMF_LASS6_-0.6_5 mRNA_CNMF_GATSL3_0.69_5 mRNA_CNMF_PCMTD1_-0.8_5 mRNA_CNMF_AKTIP_-0.37_5 mRNA_CNMF_TEX264_0.4_5 mRNA_CNMF_CHD4_-0.4_5 mRNA_CNMF_CDV3_-0.47_5 mRNA_CNMF_SNORA39_0.83_5 Amp_ARNT_1q21.3_mRNA Amp_ASXL1_20q11.21_mRNA Amp_ATP2B3_Xq27.3_mRNA Amp_BCL2L1_20q11.21_mRNA Amp_BCL9_1q21.3_mRNA Amp_BPTF_17q24.1_mRNA Amp_BRIP1_17q24.1_mRNA Amp_CCND3_6p21.1_mRNA Amp_CD79B_17q24.1_mRNA Amp_CDC73_1q32.1_mRNA Amp_CDX2_13q12.2_mRNA Amp_CLTC_17q24.1_mRNA Amp_DDX5_17q24.1_mRNA Amp_ELK4_1q32.1_mRNA Amp_ERBB2_17q12_mRNA Amp_FCGR2B_1q21.3_mRNA Amp_FGFR1_8p11.23_mRNA Amp_FH_1q32.1_mRNA Amp_FLT3_13q12.2_mRNA Amp_G6PD_Xq27.3_mRNA Amp_GPC3_Xq27.3_mRNA Amp_H3F3A_1q32.1_mRNA Amp_HLF_17q24.1_mRNA Amp_KDM5A_12p13.33_mRNA Amp_KRAS_12p12.1_mRNA Amp_MAFB_20q11.23_mRNA Amp_MCL1_1q21.3_mRNA Amp_MDM4_1q32.1_mRNA Amp_MSI2_17q24.1_mRNA Amp_MTCP1_Xq27.3_mRNA Amp_MUC1_1q21.3_mRNA Amp_NOTCH2_1q21.3_mRNA Amp_NTRK1_1q21.3_mRNA Amp_PDE4DIP_1q21.3_mRNA Amp_PHF6_Xq27.3_mRNA Amp_PRCC_1q21.3_mRNA Amp_PRKAR1A_17q24.1_mRNA Amp_PTPRC_1q32.1_mRNA Amp_RNF43_17q24.1_mRNA Amp_RPL10_Xq27.3_mRNA Amp_SDHC_1q21.3_mRNA Amp_SLC45A3_1q32.1_mRNA Amp_SMYD3_1q32.1_mRNA Amp_SS18L1_20q13.33_mRNA Amp_TFEB_6p21.1_mRNA Amp_TOP1_20q11.23_mRNA Amp_TPM3_1q21.3_mRNA Amp_TPR_1q32.1_mRNA Amp_TUBD1_17q24.1_mRNA Amp_WHSC1L1_8p11.23_mRNA Amp_ZRSR2_Xp22.2_mRNA Del_AKT1_14q31.1_mRNA Del_AKT2_19p13.3_mRNA Del_ANKS1B_12q13.2_mRNA Del_APC_5q22.2_mRNA Del_ARHGEF12_11q22.3_mRNA Del_ARID1A_1p36.11_mRNA Del_ARID2_12q13.2_mRNA Del_ATF1_12q13.2_mRNA Del_ATM_11q22.3_mRNA Del_ATP1A1_1p13.2_mRNA Del_BCL11A_2p12_mRNA Del_BCL11B_14q31.1_mRNA Del_BCL3_19p13.3_mRNA Del_BIRC3_11q22.3_mRNA Del_BMPR1A_10q25.2_mRNA Del_BRD4_19p13.3_mRNA Del_BTG1_12q13.2_mRNA Del_BUB1B_15q21.1_mRNA Del_CALR_19p13.3_mRNA Del_CAMTA1_1p36.11_mRNA Del_CBL_11q22.3_mRNA Del_CBLC_19p13.3_mRNA Del_CCNB1IP1_14q11.2_mRNA Del_CCNE1_19p13.3_mRNA Del_CD79A_19p13.3_mRNA Del_CDK4_12q13.2_mRNA Del_CDKN1B_12q13.2_mRNA Del_CEBPA_19p13.3_mRNA Del_CHCHD7_8q11.1_mRNA Del_CIC_19p13.3_mRNA Del_CNOT3_19p13.3_mRNA Del_DDIT3_12q13.2_mRNA Del_DDX10_11q22.3_mRNA Del_DDX6_11q22.3_mRNA Del_DICER1_14q31.1_mRNA Del_DNM2_19p13.3_mRNA Del_DUX4_4q35.1_mRNA Del_ELL_19p13.3_mRNA Del_ERCC2_19p13.3_mRNA Del_ETV6_12q13.2_mRNA Del_FAM46C_1p13.2_mRNA Del_FAT1_4q35.1_mRNA Del_FGFR1_8q11.1_mRNA Del_FGFR2_10q25.2_mRNA Del_FSTL3_19p13.3_mRNA Del_GAS7_17p11.2_mRNA Del_GNA11_19p13.3_mRNA Del_GOLGA5_14q31.1_mRNA Del_GPHN_14q31.1_mRNA Del_HEY1_8q11.1_mRNA Del_HMGA2_12q13.2_mRNA Del_HOOK3_8q11.1_mRNA Del_HOXC11_12q13.2_mRNA Del_HOXC13_12q13.2_mRNA Del_JAK3_19p13.3_mRNA Del_KLK2_19p13.3_mRNA Del_KRAS_12q13.2_mRNA Del_LRIG3_12q13.2_mRNA Del_LYL1_19p13.3_mRNA Del_MAP2K2_19p13.3_mRNA Del_MAP2K4_17p11.2_mRNA Del_MAX_14q31.1_mRNA Del_MDM2_12q13.2_mRNA Del_MDS2_1p36.11_mRNA Del_MLLT1_19p13.3_mRNA Del_NACA_12q13.2_mRNA Del_NCOA2_8q11.1_mRNA Del_NFKB2_10q25.2_mRNA Del_NRAS_1p13.2_mRNA Del_NT5C2_10q25.2_mRNA Del_PAF1_19p13.3_mRNA Del_PAFAH1B2_11q22.3_mRNA Del_PARK2_6q26_mRNA Del_PCM1_8q11.1_mRNA Del_PCSK7_11q22.3_mRNA Del_PHOX2B_4p13_mRNA Del_PLAG1_8q11.1_mRNA Del_POU2AF1_11q22.3_mRNA Del_PPP2R1A_19p13.3_mRNA Del_PPP2R2A_8q11.1_mRNA Del_PTEN_10q25.2_mRNA Del_RBM15_1p13.2_mRNA Del_REL_2p12_mRNA Del_RPL22_1p36.11_mRNA Del_SDHB_1p36.11_mRNA Del_SDHD_11q22.3_mRNA Del_SH3GL1_19p13.3_mRNA Del_SMAD4_18q21.2_mRNA Del_SMARCA4_19p13.3_mRNA Del_SOX17_8q11.1_mRNA Del_STK11_19p13.3_mRNA Del_SUFU_10q25.2_mRNA Del_TCEA1_8q11.1_mRNA Del_TCF12_15q21.1_mRNA Del_TCF3_19p13.3_mRNA Del_TCF7L2_10q25.2_mRNA Del_TCL1A_14q31.1_mRNA Del_TCL6_14q31.1_mRNA Del_TFPT_19p13.3_mRNA Del_TLX1_10q25.2_mRNA Del_TPM4_19p13.3_mRNA Del_TRIM33_1p13.2_mRNA Del_TRIP11_14q31.1_mRNA Del_TSHR_14q31.1_mRNA Del_VTI1A_10q25.2_mRNA Del_WHSC1L1_8q11.1_mRNA Del_WIF1_12q13.2_mRNA Del_WRN_8q11.1_mRNA Del_WWOX_16q23.1_mRNA Del_XPO1_2p12_mRNA Del_ZNF132_19p13.3_mRNA Del_ZNF331_19p13.3_mRNA TCGA-AF-2687 57 0 NA 1427 rectum stage iiic t3 n2 m0 male 2009 NA yes rectal adenocarcinoma NA r0 6 not hispanic or latino NA NA 1 1 NA NA 1 1 1 1 1 1 7 0 6 0 7 0 0 0 4 4 0 0 4 0 0 7 5 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 4 0 0 4.785535e-06 1.664534e-06 30.3191489361702 11.1702127659574 19.6808510638298 32.9787234042553 5.85106382978723 9.682338 8.349154 11.094944 7.001573 13.265805 4.625937 7.701644 13.750498 12.137005 11.369956 9.158122 9.588930 4.227387 2.089871 9.368795 4.722149 8.497574 10.373433 9.868616 7.489052 10.888515 8.025341 12.908543 8.547673 2.227371 10.757348 10.680843 10.359943 9.678596 8.807078 10.360410 10.714132 9.463182 11.767953 9.870585 4.089879 0.1676000 -0.2504300 0.4278800 -0.0498300 -0.0604800 0.3068900 -0.2432600 0.0472680 0.0472680 0.0731150 0.0731150 0.1204900 0.1013400 0.4844000 0.0529520 0.0390540 0.0390540 1.0638000 1.0638000 1.0638000 -0.0060904 -0.1136500 -0.2580000 -0.2580000 -0.2575700 0.2316300 -0.0608190 -0.0608190 -0.2878600 -0.2878600 -0.6836000 -0.4342000 -0.8555100 0.4278800 0.3530200 0.1532800 -0.0866510 -0.0604800 -0.2432600 -0.2456800 0.0472680 0.0731150 0.0000000 0.0000000 -0.2449600 -0.2352100 0.0529520 0.0529520 0.0390540 -0.2732000 -0.2732000 -0.2732000 -0.2732000 -0.2411900 1.0638000 -0.2124300 -0.0290380 -0.0060904 -0.243 -0.243 0.000 0.000 0.000 0.000 0.101 0.000 -0.245 0.000 0.000 0.000 0.000 -0.273 -0.273 -0.241 -0.241 -0.258 -0.258 1.064 1.064 -0.216 0.000 0.190 0.190 0.000 0.000 -0.288 -0.288 -0.320 -0.425 0.353 0.353 0.153 0.153 0.000 0.307 -0.219 -0.219 0.000 0.000 -0.243 -0.243 0.000 0.000 0.000 0.000 0.101 0.000 -0.245 0.000 0.000 0.000 0.000 -0.273 -0.273 -0.241 -0.241 -0.258 -0.258 1.064 1.064 -0.216 0.000 0.190 0.190 0.000 0.000 -0.288 -0.288 -0.320 -0.425 0.353 0.353 0.153 0.153 0.000 0.307 -0.219 -0.219 0.000 0.000 7.492467 7.970077 9.193169 11.766720 10.424825 6.142993 9.758766 10.492041 6.991955 8.057972 4.698691 7.190018 -1.232091 NA 4.160267 NA 8.784761 8.071734 -1.232091 8.674844 10.712299 3.411806 9.407294 8.202581 5.977406 5.575309 9.602424 7.025341 5.352917 12.427726 3.575312 1.352928 7.303228 11.637162 11.492254 12.543049 9.683086 4.957780 9.862948 6.487890 10.204144 8.781765 10.035325 12.758775 12.194873 4.706707 10.3220624 11.4869142 0.7679937 12.0959269 10.1139129 10.5009686 7.3936625 9.9183352 5.9967729 9.6228217 11.5986665 13.0647978 13.3994146 6.6071572 11.3699562 8.3301958 10.7196023 10.0881897 4.4683943 10.4766061 5.8447698 11.7051432 6.2355586 10.3114685 10.3734328 10.1831669 12.9885583 9.7847616 8.2004950 5.0866309 9.2836530 11.4518252 3.1602748 10.4557663 10.2436867 10.4988479 12.0566752 10.3543240 12.0173631 14.1989327 11.4434693 7.5558560 7.5161460 9.4154118 8.3715798 12.0072535 13.2707229 11.0124747 8.0323957 9.8461042 7.6957315 11.9449055 10.7294030 2.4684009 8.3491538 11.5609469 11.0949445 9.3927487 9.3622779 9.8447688 13.8851491 8.0671611 8.2088225 9.4000396 9.2767384 9.2895537 10.6909092 11.2710337 9.4611614 14.4158052 8.7380591 9.9030212 8.4421456 10.4014026 8.3900051 6.8340424 12.0648695 10.6574573 10.9391301 9.7728760 10.0069551 9.9055848 9.0397314 9.7430847 11.4301766 10.8878671 11.3618602 NA 8.7119333 8.9286566 10.2160696 8.2777282 11.5700657 10.7196023 7.4225896 10.7148596 10.0881897 8.7917076 10.2294328 8.6413975 7.8474383 10.0950062 9.6429346 5.9478625 7.2191646 8.7001681 NA 10.3734328 9.0429138 6.3529156 10.9865165 9.7805778 10.7090009 10.4372813 0.7679937 10.3254170 13.7023813 8.6228217 10.0602749 10.8885152 10.5005447 9.9410058 9.2777284 4.9577800 11.0754387 9.7759337 3.4118059 7.2677989 7.4890524 12.3280473 10.5220056 10.7573478 6.8287572 6.0253411 12.7120247 10.2742608 10.9630179 11.0631483 10.7141322 11.6081411 6.1688325 9.5648042 8.7763820 11.0335684 10.6383180 10.8904578 9.4631816 2.8554117 0.3528715 8.0690152 5.6134432 14.2465965 9.8653270 9.0323960 3.1602748 8.5239257 9.8461042 4.4118126 8.9087832 7.8868946 12.4612224 5.4261641 7.5720840 TCGA-AF-2689 41 1 1201 NA rectum stage iv t3 n2 m1 female 2009 NA no rectal adenocarcinoma NA r0 6 not hispanic or latino 1 1 2 NA 1 1 NA NA 3 3 NA NA 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 7 0 0 1.525823e-06 6.242002e-07 22.5806451612903 8.06451612903226 19.3548387096774 30.6451612903226 19.3548387096774 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.01255100 -0.01255100 0.00000000 -0.48138000 -0.48138000 0.48986000 0.32715000 1.03370000 -0.01565500 -0.00890380 -0.00890380 0.40005000 0.40005000 0.39872000 0.41055000 0.07997000 1.56940000 1.98030000 1.13090000 1.18600000 0.08155700 0.04593900 -0.00669440 -0.00669440 -0.01255100 0.41808000 0.01651300 0.00710550 -0.01152400 0.00842260 -0.02032600 -0.02666400 -0.00578340 0.01218500 0.00000000 0.39324000 -0.48611000 -0.48138000 0.32715000 -0.45580000 -0.01565500 -0.00890380 -0.44925000 -0.47883000 0.00050314 0.00050314 0.41055000 0.41055000 -0.47337000 -0.45323000 -0.45622000 -0.45622000 -0.45622000 -0.13540000 -1.29290000 -0.45108000 -0.02949800 0.08155700 0.327 0.327 0.000 0.000 0.000 0.000 0.399 -0.456 0.000 0.411 0.411 -0.464 0.000 -0.453 -0.453 0.248 0.248 0.000 0.000 0.727 1.186 -0.451 0.000 0.426 0.426 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.427 0.427 -0.004 0.469 0.442 0.442 0.000 0.000 0.327 0.327 0.000 0.000 0.000 0.000 0.399 -0.456 0.000 0.411 0.411 -0.464 0.000 -0.453 -0.453 0.248 0.248 0.000 0.000 0.727 1.186 -0.451 0.000 0.426 0.426 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.427 0.427 -0.004 0.469 0.442 0.442 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-AF-2690 76 1 524 NA rectum stage iiic t3 n2 m0 female 2009 NA no rectal adenocarcinoma NA r0 3 not hispanic or latino NA NA 2 2 2 2 1 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.193390 8.390305 10.303681 6.028019 13.225602 4.017753 6.588908 13.456184 12.867982 11.655825 8.419849 10.017107 3.058386 6.932862 9.388314 4.246020 8.945106 9.861448 9.642520 6.164593 10.558239 7.825106 13.047945 8.289347 4.642551 10.527356 10.483725 10.442097 9.350970 9.124793 10.371276 10.383323 9.818466 11.205032 8.643355 3.975933 -0.30045000 0.00311530 -0.25377000 -0.35436000 -0.36596000 1.01060000 -0.07755100 0.13694000 0.13694000 0.00089502 -0.00961780 0.31907000 0.31907000 0.31907000 -0.03020500 0.30241000 0.30241000 1.12840000 1.12840000 1.12840000 0.06715300 -0.00561290 -0.33601000 -0.33601000 -0.30045000 0.26584000 0.04955600 0.03110600 -0.29290000 -0.29290000 -0.29290000 -0.29017000 -0.31110000 -0.30634000 -0.29606000 0.00791650 -0.36901000 0.84734000 -0.09030800 -0.07755100 0.13694000 -0.00961780 0.29047000 -0.31734000 -0.00187690 -0.00187690 -0.03020500 -0.03020500 -0.36414000 -0.33820000 -0.31103000 -0.64823000 -0.64823000 0.44587000 1.12840000 -0.30474000 0.27891000 0.06715300 0.000 0.000 0.137 0.137 0.000 0.000 0.319 -0.317 0.000 0.000 0.000 -0.062 0.302 -0.338 -0.338 0.446 0.000 -0.299 0.000 1.128 1.128 -0.305 0.279 0.259 0.259 0.000 0.000 -0.293 -0.293 0.000 -0.193 -0.254 -0.254 0.617 0.000 -0.354 0.493 0.676 0.000 0.000 0.000 0.000 0.000 0.137 0.137 0.000 0.000 0.319 -0.317 0.000 0.000 0.000 -0.062 0.302 -0.338 -0.338 0.446 0.000 -0.299 0.000 1.128 1.128 -0.305 0.279 0.259 0.259 0.000 0.000 -0.293 -0.293 0.000 -0.193 -0.254 -0.254 0.617 0.000 -0.354 0.493 0.676 0.000 0.000 0.000 8.388314 8.083225 8.362174 10.822527 10.493947 5.708648 9.157595 10.174448 7.237196 8.117287 4.347899 6.758832 NA NA -1.111539 1.210389 9.088140 7.999604 NA 9.060895 10.401702 4.380321 8.243819 7.705451 5.842665 4.954559 9.954557 7.372284 6.331411 12.651161 3.746453 5.888468 9.019038 11.144382 10.891283 12.464362 9.684507 5.682885 10.702293 6.854253 10.233319 8.958669 10.947812 12.097968 11.859832 3.364208 10.197376 11.076438 NA 12.377563 9.292545 9.875732 6.865748 10.135802 7.981225 9.739436 11.964949 13.110130 13.138248 6.669828 11.655825 9.000907 11.022252 10.107636 4.503177 10.332965 7.578466 12.158179 6.764984 10.202485 9.861448 10.056513 13.204396 8.512349 7.246019 5.011554 9.130451 11.435121 2.975924 10.082609 9.953884 10.185384 12.488148 11.152617 12.417410 14.866351 10.787069 8.861448 7.862882 8.621483 8.885647 11.340709 12.922579 10.736919 7.612982 9.471551 8.185384 11.4068751 11.0902855 2.6958157 8.3903048 11.6303561 10.3036814 8.8088207 9.0228940 9.7787321 13.5022567 8.9572460 7.8162458 10.0100014 10.0260994 9.0035114 10.8188356 11.6649009 8.4883250 14.3526945 8.5050168 9.6942118 8.5608934 10.0918158 6.7832851 10.2580652 11.9876512 11.3962625 10.6934055 9.8940924 9.9739403 9.7787321 8.8425914 9.6998426 11.3031531 9.5269037 12.4183595 NA 9.6566522 8.6095670 10.1196891 10.8155050 12.1310465 11.0222523 9.4002205 9.9149912 10.5945321 9.2999789 9.9686191 10.0039082 7.8912831 3.6958268 9.7703466 NA NA 8.9205136 0.4734233 9.8614477 9.4285959 7.1784866 11.5357014 8.9746042 11.0637055 9.9294425 0.8884608 10.8621652 13.6949671 8.7166045 10.1393583 10.5582387 10.5155457 10.1893923 8.7022489 5.3642012 10.2662206 9.7963424 0.4734233 5.1552554 9.2999789 12.3151257 9.5422087 10.5273562 6.8073304 6.2978590 12.6749417 10.3606509 11.2449198 11.5705846 10.3833234 11.4955669 7.5359262 10.3015668 9.1399503 10.8771525 10.6219069 11.1000520 9.8184659 5.4583229 0.4734233 8.2348486 7.5502458 14.2029449 9.3560734 8.5377239 4.1738710 8.7498031 9.4715506 7.8397524 7.7741644 7.8103088 11.6180886 5.0782939 9.6796307 TCGA-AF-2691 48 0 NA 1309 rectum stage i t1 n0 m0 female 2009 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino 2 2 1 NA NA NA 5 2 3 3 NA NA 7 0 0 0 0 4 0 4 0 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.976634e-06 4.85489e-07 23.6111111111111 30.5555555555556 15.2777777777778 11.1111111111111 19.4444444444444 9.358040 7.969654 10.689776 6.125773 13.742369 3.010296 7.985029 13.634325 14.392259 12.391839 7.964492 8.316104 2.162307 5.927835 8.995189 3.840373 8.840371 9.641271 9.899715 12.734052 11.002762 8.270823 12.845118 7.540811 5.479602 10.481519 10.084735 10.538207 9.030195 8.730605 10.383403 10.194179 10.150984 10.820489 10.285386 3.010296 0.01546200 0.01546200 0.21071000 -0.41552000 -0.41552000 0.48856000 -0.00085101 -0.20708000 -0.23897000 -0.19085000 -0.19085000 0.66958000 0.66958000 0.66958000 0.00167860 -0.01806400 -0.01806400 0.99366000 0.99366000 0.99366000 -0.00649070 -0.04155300 -0.32134000 0.01546200 0.01546200 0.00556720 -0.42111000 0.01658000 -0.19062000 -0.18746000 -0.18746000 -0.19023000 -0.19023000 0.18073000 -0.21120000 0.02807400 -0.41552000 0.47121000 0.00000000 0.00473330 -0.20944000 -0.19085000 0.02035700 0.01094900 -0.21687000 -0.21687000 0.00167860 0.00167860 -0.43679000 -0.19035000 -0.19657000 -0.19657000 -0.19657000 -0.01555300 0.01043900 -0.08621400 -0.01338800 -0.00649070 0.000 0.000 -0.209 -0.209 -0.191 -0.191 0.670 0.000 -0.217 0.000 0.000 -0.419 0.000 -0.197 -0.197 0.000 0.000 0.000 0.000 0.000 0.983 0.000 0.000 0.000 0.000 0.000 0.000 -0.187 -0.187 -0.190 -0.190 0.181 -0.019 0.000 0.000 -0.416 0.056 0.000 0.000 0.000 0.000 0.000 0.000 -0.209 -0.209 -0.191 -0.191 0.670 0.000 -0.217 0.000 0.000 -0.419 0.000 -0.197 -0.197 0.000 0.000 0.000 0.000 0.000 0.983 0.000 0.000 0.000 0.000 0.000 0.000 -0.187 -0.187 -0.190 -0.190 0.181 -0.019 0.000 0.000 -0.416 0.056 0.000 0.000 0.000 0.000 9.3038951 6.8061552 9.8361380 10.1577835 9.8627387 4.5408084 7.7945673 10.2791626 7.9593117 8.8655103 9.4860293 5.9696547 NA 2.4253250 7.3717523 -0.1595569 9.1890991 8.3834028 -0.1595569 9.0102959 10.7450054 5.4550806 7.9696536 8.1395790 7.1532541 3.5408084 10.2550561 8.0930361 8.0643725 12.9459520 4.2326915 10.2262332 7.8290555 10.5767728 10.6732608 12.8885171 10.1464325 8.5885636 10.8369149 7.3456270 9.7799501 8.8824954 10.2369755 11.7440719 11.3654021 4.8799459 9.918522 10.710736 1.840363 12.547946 9.139579 9.500367 6.512796 11.030195 5.794567 9.491422 11.859962 12.912168 13.349527 7.189099 12.391839 7.316104 9.208877 10.688211 3.647729 10.034918 6.162299 13.616598 7.010295 9.634787 9.641271 8.356071 12.748763 10.102466 8.608555 4.526313 9.383403 9.837550 2.840363 10.115331 9.264537 10.416855 11.377589 9.054690 12.950528 15.378652 11.048605 7.581838 8.484227 9.173526 9.299802 11.225106 12.771293 10.935656 6.959312 9.340217 7.911833 11.889879 11.224615 2.425325 7.969654 11.187438 10.689776 8.871038 8.324186 8.744253 15.051276 8.093036 8.166800 10.818366 8.030195 9.204505 10.719188 10.939061 8.414548 14.014126 8.895653 8.344196 10.591078 9.715352 8.219749 6.873794 11.385335 9.992656 11.010296 9.217581 10.035128 9.578463 7.764352 9.069190 10.698352 9.748763 12.185011 -1.759258 8.992656 9.299741 9.955415 8.417800 12.486930 9.208877 8.202314 9.076385 8.224075 9.730635 10.095399 8.537929 6.299803 6.107156 9.083545 4.088294 NA 7.654152 NA 9.641271 9.554616 5.673260 11.557190 8.946279 10.196823 9.793112 1.840363 10.688211 13.312554 9.010296 9.873794 11.002762 10.545139 9.719954 8.631534 6.162299 10.217581 10.004788 2.162307 4.969652 6.873794 12.629904 9.751913 10.481519 7.505707 5.698352 12.932467 11.366381 11.128083 10.915181 10.194179 11.430022 5.512796 11.156652 8.762212 10.829765 10.834236 11.030813 10.150984 5.010296 1.840363 8.013598 6.608555 13.602026 9.266635 8.526871 1.425352 8.799648 9.340217 2.647729 7.788738 7.901067 11.485128 4.595259 7.356071 TCGA-AF-2692 54 0 NA 412 NA stage iia t3 n0 m0 female 2009 NA no NA NA r0 0 not hispanic or latino 3 3 1 NA NA NA 5 5 3 3 NA NA 7 0 0 0 0 4 0 0 0 0 0 6 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 9.363002e-07 3.467779e-07 43.2432432432432 8.10810810810811 21.6216216216216 16.2162162162162 10.8108108108108 9.977325866 9.304990324 11.248361028 7.017009917 13.827655962 3.465217014 9.417293257 14.220826130 14.861575493 12.006134525 8.560371051 8.891478731 0.005759269 5.432047416 9.087931376 3.005777231 9.780569458 10.372104562 10.793684911 12.876147074 10.097217705 7.959978756 12.531058451 8.155529663 3.912669024 10.346745078 10.429948670 11.364982837 9.011407022 8.791463771 10.471348742 9.892789746 9.720027881 11.572312124 9.983062286 0.005759269 0.5866800 0.5565500 -0.5472400 -0.5252200 -0.5252200 0.1484300 -0.2099500 1.6546000 -0.5445100 -0.5513600 0.0273570 0.8339200 0.8339200 0.8339200 0.0204830 0.0341130 0.5491200 0.0563310 0.0563310 0.1728700 -0.6010000 0.1269700 -0.5420900 -0.5358000 -0.5258300 0.0035397 -0.0143650 0.0097028 0.0298880 -0.5363100 -0.5522100 0.0070018 0.0382060 -0.5472400 -0.5361200 0.0189430 -0.5758400 -0.5252200 -0.2074700 -0.2099500 -0.5445100 0.0273570 -0.4611000 -0.5343800 -0.3187900 -0.3187900 0.0258120 0.0000000 -0.5539700 -0.5339800 -0.5339800 -0.5339800 -0.5705100 0.0154470 0.0563310 -0.0655810 -0.5725900 -0.6010000 -0.258 -0.258 0.000 -0.545 0.000 0.000 0.834 -0.534 -0.309 0.000 0.000 -0.554 0.000 -0.534 -0.534 0.000 0.000 0.031 0.557 0.000 0.000 0.000 -0.573 0.000 0.000 0.000 0.000 0.000 -0.516 0.000 0.000 -0.534 -0.534 0.000 0.000 -0.406 0.119 -0.143 -0.453 0.127 0.127 -0.258 -0.258 0.000 -0.545 0.000 0.000 0.834 -0.534 -0.309 0.000 0.000 -0.554 0.000 -0.534 -0.534 0.000 0.000 0.031 0.557 0.000 0.000 0.000 -0.573 0.000 0.000 0.000 0.000 0.000 -0.516 0.000 0.000 -0.534 -0.534 0.000 0.000 -0.406 0.119 -0.143 -0.453 0.127 0.127 8.263170 4.590746 9.903628 9.770654 10.058350 4.327709 7.825961 10.603835 8.140209 8.406662 8.575638 4.706221 NA 7.598239 8.493623 1.005759 9.082598 9.008597 NA 7.787142 10.608481 4.597942 8.857531 9.933560 5.787142 4.912674 10.271397 5.465214 8.854405 12.386784 5.888424 9.302699 8.709686 10.493622 11.801416 10.814747 9.579429 5.135067 10.754738 5.912674 8.912673 8.434896 10.551712 12.299958 12.433881 4.277806 10.010003 10.748934 NA 11.193134 9.918672 11.167544 8.114307 10.160600 4.398097 9.525419 11.703619 13.589218 14.128529 7.948297 12.006135 7.195606 9.163129 11.448208 1.590722 10.462363 5.888424 13.254155 4.863765 10.015611 10.372105 7.061064 14.439889 10.837881 9.380822 6.667560 11.416764 11.025373 1.005759 10.348968 10.170689 10.466238 12.322064 8.760670 13.573025 15.167868 11.206681 10.078585 8.692283 8.909664 8.419410 10.975831 13.517041 11.794892 6.971567 9.489598 8.145334 11.848525532 11.133776705 NA 9.304990324 11.204841196 11.248361028 9.304990324 8.210353307 9.244139266 15.715007012 7.733702769 8.055631135 10.904383765 8.341172757 9.309563209 11.105130134 10.991624305 9.570503537 13.966870243 8.423634893 9.552676782 10.461109620 10.179459546 9.404525952 5.706221094 11.546878982 9.817959591 10.534236437 9.503634161 10.237003522 10.391644760 9.236090990 9.082598017 10.646027254 10.376469793 12.745929924 3.175700237 9.350078168 9.248408648 10.250146204 8.790417249 12.290317294 9.163129357 7.869968232 8.485562476 8.234600951 9.495630413 9.609408701 9.173200406 5.959978756 10.776446275 8.583211043 NA NA 7.773966664 1.005759269 10.372104562 10.267877166 4.649638450 11.501637383 9.210353551 9.541057691 10.576586758 1.005759269 10.626002192 13.502636130 9.137639282 9.564203042 10.097217705 10.750616218 9.740491995 8.983062286 3.327716103 10.421524075 10.227079435 NA 7.389486794 6.448725888 12.629435265 10.679974578 10.346745078 7.965436842 6.398098930 12.395682521 10.516546483 10.317530648 10.428898309 9.892789746 12.344240197 4.175708220 10.708820760 8.389486794 9.748933802 10.464496537 11.763589012 9.720027881 1.590721770 2.813134719 7.551828209 4.706221094 13.946004171 9.495630413 8.663993871 0.005759269 9.068179314 9.489598126 2.005795193 8.210353307 7.145334061 11.926879442 4.175708220 7.656833837 TCGA-AF-2693 75 0 NA 1155 NA stage i t2 n0 mx male 2009 NA no NA NA NA 0 not hispanic or latino NA NA 3 2 NA NA 2 2 2 2 NA NA 7 0 4 4 0 0 0 0 4 4 4 0 5 4 4 7 4 0 0 5 4 4 0 4 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 5 0 0 5 0 0 6.346035e-06 2.254056e-06 23.6 10.4 15.6 44.4 6 9.878438 8.965316 10.618982 6.728277 14.130758 3.492084 6.183957 13.689435 13.842253 12.217773 7.913172 9.408188 2.879098 3.698530 9.395265 4.857727 9.318138 13.695427 10.304379 10.862766 11.255929 8.211599 13.123186 8.129261 6.442690 10.578725 10.408188 10.391552 9.165591 8.513131 9.988241 9.681751 10.483818 10.808447 9.366232 3.251068 0.1565100 0.0788080 1.1635000 -0.6434000 -0.0325870 0.0066653 -0.0020784 0.0094491 -0.4559700 0.6410300 3.6569000 1.6083000 1.6083000 1.6984000 -0.0342230 -0.0332690 -0.0332690 0.4787300 0.4787300 0.4787300 -0.4179400 0.3918100 -0.6535100 0.0037465 0.0152530 -0.0080244 -0.6307400 0.0286220 -0.0191770 -0.6006100 -0.6006100 0.0076392 0.0125160 -0.6487400 -0.6132600 0.0263730 -0.6506500 -0.0325870 -0.0020784 -0.0020784 -0.4559700 0.0065262 -0.6332000 0.0094491 -0.0191770 -0.0191770 -0.0342230 -0.0342230 -0.6549100 -0.0103700 -0.6289300 -0.6289300 -0.6289300 -0.0706700 0.4787300 -0.6094100 -0.6876100 -0.4179400 0.000 0.000 0.000 -0.434 0.000 0.000 0.975 0.000 0.000 0.000 0.000 -0.540 0.000 0.000 -0.619 0.000 0.000 0.000 0.000 0.479 0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 -0.613 0.000 0.000 -0.643 0.000 0.000 0.000 -0.410 -0.410 0.000 0.000 0.000 -0.434 0.000 0.000 0.975 0.000 0.000 0.000 0.000 -0.540 0.000 0.000 -0.619 0.000 0.000 0.000 0.000 0.479 0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 -0.613 0.000 0.000 -0.643 0.000 0.000 0.000 -0.410 -0.410 8.906683 5.315200 9.073569 9.781033 10.289491 3.376596 8.393410 10.494677 6.751640 9.036003 10.348624 7.488607 -1.208228 6.579541 9.496407 NA 8.729748 7.918343 -1.208228 8.462295 10.515726 3.879098 9.173182 8.922209 6.067763 3.649615 10.519559 5.039568 8.380353 13.187441 2.376596 8.049027 7.586055 10.542346 11.012622 11.727725 9.683423 4.283492 11.118372 6.540838 9.254141 8.836757 9.524654 12.249170 12.215543 2.813997 10.0519703 10.5118831 -1.2082276 11.8641064 9.7334201 10.3586442 7.6589177 11.6756185 5.5058846 10.1292607 12.3088161 13.2505580 13.3475460 6.9665643 12.2177725 4.2834922 8.6788596 10.9050554 1.3766238 10.4431391 5.2834922 12.7878475 4.2834922 10.7789028 13.6954265 7.8550341 13.5303117 8.5331058 8.6558251 3.5184722 10.8391036 10.7067712 -0.2083943 9.9746538 10.3351541 10.7019068 12.0127727 9.1710171 12.9997207 14.7492070 11.1155380 8.9401154 8.0059580 8.8000674 10.4551969 12.0286994 13.7076115 11.0116543 7.3989694 9.1828825 7.5957699 11.7158946 11.1445099 -0.2083943 8.9653159 11.1595995 10.6189815 9.4498502 9.4912114 8.6292666 15.0172980 7.7516405 7.7545348 10.9286299 8.9183433 8.9640665 10.6082226 11.5078152 9.5393870 14.4756751 8.1491908 9.3083238 10.0306405 9.5448555 8.0724097 8.4868672 12.0803607 10.2500454 10.7828064 9.4273568 10.0897014 10.1191914 9.1886610 9.4480636 10.9083076 10.3161805 12.7236958 NA 9.2459382 8.8563816 9.5347902 9.2335456 12.7430146 8.6788596 8.8264379 7.8056594 8.5680720 9.8876951 10.4877370 10.0448954 5.8250631 7.8657803 8.5498620 NA NA 7.3152012 NA 13.6954265 9.3662324 5.4498519 11.4309795 8.9092820 10.6324167 10.0071718 1.5989845 10.5799494 14.0776189 9.2643298 9.7171933 11.2559293 11.0243595 10.2954645 8.4155204 3.3152039 9.9653159 10.8976324 -0.2083943 3.4920839 8.3423854 12.4443718 9.7859922 10.5787252 7.9027743 6.0954202 12.7090109 10.4269034 10.9534006 10.8070539 9.6817511 11.9034266 4.3462265 10.3078313 8.6758092 9.8784384 10.4574188 11.1289820 10.4838184 2.8790980 0.7916057 8.6327157 5.1839549 14.1524859 10.2704084 9.4569747 1.3766238 9.4781568 9.1828825 -0.2083943 7.3073384 6.5263490 11.9058692 4.8791029 6.3840964 TCGA-AF-3400 54 0 NA 1049 rectum stage iia t3 n0 m0 male 2009 NA yes rectal mucinous adenocarcinoma NA r0 0 not hispanic or latino 4 4 1 NA 3 3 5 6 3 3 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6.935557e-07 3.121001e-07 43.3333333333333 10 16.6666666666667 20 10 9.203867 8.461270 10.074170 7.064917 11.911514 3.784808 5.999822 13.105505 13.183706 10.273224 7.919969 10.368698 1.562426 4.784808 9.177127 3.562413 8.064917 10.300509 9.662203 11.230711 10.777546 8.142361 12.770042 7.914093 6.531123 10.910408 10.412083 10.438934 8.335007 9.595510 10.704524 10.214342 8.878321 10.550155 9.093799 2.977463 0.0493980 0.0493980 -0.1055200 -0.1777800 -0.1777800 0.2362800 -0.1578400 -0.0407520 -0.0407520 0.2612200 0.2491800 0.0472680 0.0472680 0.0689520 -0.0565770 0.0413170 0.0413170 0.0481200 0.0481200 0.0481200 -0.0060904 0.0000000 0.0086135 0.0086135 0.0493980 0.0452820 -0.1367300 -0.1140400 -0.1615400 -0.1615400 -0.1615400 0.0231450 0.0231450 -0.1055200 -0.1969300 0.0978330 -0.1947000 -0.1777800 -0.1645900 -0.1578400 -0.0407520 -0.1223900 -0.7208400 -0.0336770 0.2543300 -0.1593700 -0.0565770 -0.0565770 -0.3103800 -0.1654800 -0.1692500 -0.1692500 -0.1692500 0.0270760 0.0481200 -0.0579240 -0.0289010 -0.0060904 -0.158 -0.158 0.000 0.000 0.127 -0.122 0.000 0.000 0.254 0.000 0.000 -0.310 0.000 -0.165 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.137 -0.137 -0.162 -0.162 0.000 0.000 -0.146 -0.146 0.000 0.000 0.055 0.233 0.283 0.283 0.000 0.000 -0.158 -0.158 0.000 0.000 0.127 -0.122 0.000 0.000 0.254 0.000 0.000 -0.310 0.000 -0.165 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.137 -0.137 -0.162 -0.162 0.000 0.000 -0.146 -0.146 0.000 0.000 0.055 0.233 0.283 0.283 0.000 0.000 8.96044829 6.75881483 10.25125019 11.05025714 10.16974741 4.88434394 10.45824480 10.46930776 7.76535705 7.03273673 10.12847114 -0.02253689 NA 2.56242561 2.56242561 0.97746311 9.80717731 8.79443829 NA 8.71216413 10.48623982 0.97746311 8.77187040 6.82294424 5.73234247 5.59216398 9.61950637 7.73234247 10.16604354 11.96684914 4.06491733 12.04958724 8.86315112 9.31730475 10.33280571 10.02184877 9.39108266 5.64987983 9.78039098 6.26341194 9.61407926 8.15003207 10.63029962 11.46630904 11.56944438 3.46287685 9.8354356 9.6639551 0.9774631 11.1480057 7.9830791 9.3740594 6.3697718 10.3128450 5.7053753 9.4141662 11.0455611 13.1978330 13.2958562 6.6498798 10.2732235 10.3676236 10.4872297 11.3745944 3.4368814 10.2066580 3.2993766 13.0043238 3.9774540 9.8646752 10.3005094 9.9998225 13.2617004 9.2559041 9.1548743 4.3909153 12.5992776 10.5847850 3.9774540 11.0374750 9.3150766 10.2846555 11.9140926 10.8684788 10.3708451 15.3550868 11.2086758 8.5204863 8.7522418 8.2062735 8.3825959 10.6630620 13.2745142 10.5819430 7.0542700 9.0728516 7.3783339 12.0898941 10.7481185 0.9774631 8.4612703 10.6613265 10.0741698 8.1722115 8.5661694 9.2277531 14.4216439 5.4693064 6.7323425 11.5894016 10.0556054 8.3910824 10.6908412 11.9425174 9.2951385 14.4914906 9.0833631 8.6813583 9.6427905 9.7239689 7.7848095 4.6213134 11.5921645 9.8055911 8.8992956 9.6569348 9.7555317 9.8431879 8.6339869 9.4286658 10.4592540 9.1795785 12.2901363 NA 9.4099965 9.0378264 10.5801535 9.9647186 10.4773005 10.4872297 8.2014565 10.7356779 8.3868454 9.1869081 10.2732235 8.8558122 6.6498798 5.8843464 8.9774545 1.5624256 NA 9.1144456 NA 10.3005094 8.7053749 7.7390056 11.8047973 8.6534115 10.3794008 9.9590220 2.2993912 10.5995065 13.2454117 7.4450604 11.0529338 10.7775456 10.3005094 10.0435438 9.0622631 3.8843439 9.8213757 9.9316510 NA 4.0649173 4.7323398 12.5827026 10.1628132 10.9104075 6.7976330 6.1067378 12.9698620 11.5796895 11.2749441 11.2959974 10.2143418 11.2483339 7.0542700 10.1746713 8.3611591 11.0381505 10.9447169 10.8707562 8.8783213 3.1473718 0.9774631 8.6567588 1.9774631 14.5305439 8.9970454 8.7155468 1.9774631 8.6536939 9.0728516 NA 7.8354359 7.1869076 11.5049316 5.4037211 8.5624172 TCGA-AF-3911 48 0 NA 1148 rectum stage iiic t3 n2 mx male 2009 NA yes rectal adenocarcinoma NA NA 9 not hispanic or latino NA NA 3 3 NA NA 1 3 1 2 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.241911 8.445569 10.721799 6.417878 13.582706 3.313536 6.036007 13.787815 14.224158 12.283263 7.608774 8.793590 2.313536 2.494108 9.174834 3.406646 9.024117 10.187600 10.481460 8.302982 11.308836 7.888449 12.650939 8.108822 2.991608 10.151484 10.562417 9.962677 9.222033 8.129713 9.286233 9.252046 9.920871 11.547160 9.664038 2.107085 0.0084743 0.0073609 0.5475300 1.8844000 -0.0140900 1.3069000 0.0081959 -0.0091286 -0.0234990 0.5546000 0.5546000 1.8882000 1.8882000 1.8154000 0.5088000 -0.0042929 -0.0042929 1.0657000 1.0657000 1.3355000 -0.0083005 -0.0301310 -0.0091007 -0.0091007 0.0084743 0.0263730 0.0151680 0.5308500 -0.5384500 -1.0689000 -0.5172600 -0.5231700 -0.5231700 0.5427700 -0.5348000 -0.0012473 -1.1472000 0.9514600 0.0081959 0.0081959 -0.0152080 0.0209200 -0.5194600 -0.5372600 -0.5436100 -0.5471400 -0.0138150 0.5089800 -0.5791000 -0.5201000 -1.0955000 -1.0841000 -1.1866000 -0.0478010 1.0657000 -0.0062286 -0.0602110 -0.0083005 0.000 0.000 0.000 0.000 0.536 0.000 1.815 -0.537 -0.547 0.509 0.509 -0.575 0.000 -0.558 -1.084 0.000 0.000 0.000 0.000 1.066 1.335 0.000 0.000 0.000 0.000 0.531 0.531 -0.494 -0.494 0.487 -0.523 0.548 0.025 1.425 0.000 -1.103 0.942 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.536 0.000 1.815 -0.537 -0.547 0.509 0.509 -0.575 0.000 -0.558 -1.084 0.000 0.000 0.000 0.000 1.066 1.335 0.000 0.000 0.000 0.000 0.531 0.531 -0.494 -0.494 0.487 -0.523 0.548 0.025 1.425 0.000 -1.103 0.942 0.000 0.000 0.000 0.000 8.8297659 5.8495940 8.8934848 10.1814369 9.7946672 3.8329103 8.0009746 10.7192492 7.4345557 8.9650706 8.6124432 4.4290200 NA 4.2892959 4.7285790 -0.5933545 9.1191769 7.6640376 -0.5933545 8.2474277 10.8344865 3.3608418 8.8423202 8.2521398 6.3373864 0.4066455 9.8186903 5.8578616 6.5614682 13.3109081 2.5765705 7.5840696 7.0065628 10.4967622 11.1916935 12.4441110 10.0679826 6.2010653 11.4625609 6.5140765 9.7908939 8.7126202 10.6477392 11.9147504 11.6767991 3.7927721 9.1311637 10.8446619 -0.5933545 12.5073943 9.2180246 10.0369169 7.4754278 11.0808421 4.3839323 9.7476126 12.7591071 12.8481027 12.9949545 6.6640376 12.2832627 5.7285790 9.0468948 10.7166945 1.7285736 10.4558177 4.6545787 12.7719470 4.8823838 10.2067408 10.1875996 7.4537735 12.6522025 8.9438683 8.5840692 4.4664836 10.3010887 10.1140089 2.1070852 8.8975006 9.8985028 10.2280252 11.4515562 8.5538547 12.5786866 14.2337982 11.2134008 8.8793406 8.1243261 9.2035007 9.3187907 11.8875662 13.5166845 10.6405181 7.3373873 11.0380543 7.6569482 11.536415812 11.169031870 1.214000430 8.445568635 11.229618924 10.721799341 9.112282327 9.247427704 8.939005842 14.958852836 8.382497799 7.941924991 10.482128994 8.827662809 8.926286209 10.602637074 10.376396100 9.132126958 14.345930581 9.200253232 9.149801220 9.859405885 9.993958480 7.488798565 5.635467100 12.224932401 11.138393086 11.070207906 10.386432250 9.749835580 9.975081001 8.840881756 9.763651915 10.769415550 9.065753779 12.669653405 NA 9.165705717 8.823447494 10.080400511 7.467345516 11.847129714 9.046894808 8.841278139 8.805393392 8.641467274 9.771878648 9.665804539 8.123452036 6.283166159 6.812939694 9.640868523 1.576570509 NA 6.586559101 -0.008391992 10.187599636 8.973655182 5.214004317 11.489796693 8.968892251 10.284317362 9.967460299 1.576570509 10.654873893 13.620247712 9.366651811 9.374596560 11.308836492 10.806728679 9.718965534 8.939979646 4.692053308 9.365202598 11.030314143 2.798962930 6.301466929 5.188009179 12.901942750 9.176487590 10.151483658 7.453773534 6.245853098 12.933087913 10.900505259 11.210175568 11.544441482 9.252045887 11.735745381 4.406652310 10.334798081 8.465994456 10.602637074 9.821335049 11.499076610 9.920870733 0.406645508 -0.008391992 7.865630593 5.849594007 13.903035511 9.864030721 8.409464766 -1.593354492 9.046768240 11.038054279 6.440073494 7.334427939 7.786028450 11.892479142 5.586557600 7.331462490 TCGA-AF-3913 60 1 316 NA rectum stage iv t3 n1 m1 male 2009 NA no rectal adenocarcinoma NA r0 1 not hispanic or latino 5 5 3 NA 3 4 5 5 1 3 NA NA 6 0 0 0 0 0 0 4 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.704867e-06 1.040334e-06 30.6306306306306 20.7207207207207 14.4144144144144 14.4144144144144 19.8198198198198 9.5146490 7.9742976 9.8977391 7.5776380 13.5530329 3.0812203 6.2511377 13.7466995 13.6663092 11.6943442 7.5776380 8.3666147 5.1318405 0.2738142 9.5753537 5.3613192 8.4784287 8.8663146 10.0387292 9.4159646 10.8959094 7.9391937 12.5179241 8.6137077 2.8588165 10.3223445 10.1473017 10.4930261 9.0812126 8.0883441 9.1747245 9.2367535 9.3155166 12.6170378 9.3902016 2.5957901 -0.0090674 0.0035905 1.5443000 -0.6856200 -0.0873300 0.5780500 -0.0780280 0.5049600 0.5028800 -0.0459230 -0.6364300 0.9409600 0.9409600 1.7729000 2.7502000 -0.0121790 -0.0553890 0.5505100 1.7795000 0.8003100 0.1569400 0.1540000 -0.5866800 -0.0090674 -0.0090674 -0.0100710 0.0000000 0.9477000 -0.0914360 -0.0999670 -0.1106500 -0.1125800 -0.1471500 0.5129600 0.4532400 0.9780900 -0.7492600 0.4910700 -0.0780280 -0.0569790 0.5028800 -0.0514680 0.0137540 -0.0410400 -0.0239940 0.0024797 -0.0687560 0.4250000 -0.0121790 -0.6980400 -0.7250400 -0.7241500 -0.7241500 0.0201850 -0.2522600 -0.0865720 0.0187860 0.1569400 0.000 0.000 0.505 0.505 -0.524 0.000 0.872 0.000 0.000 0.000 0.422 0.000 0.000 -0.724 -0.724 0.000 0.000 0.000 0.000 0.327 0.747 0.000 0.000 0.000 0.240 0.000 0.000 0.000 0.000 0.000 0.000 0.475 0.475 0.978 0.978 -0.246 0.493 0.954 0.954 0.157 0.157 0.000 0.000 0.505 0.505 -0.524 0.000 0.872 0.000 0.000 0.000 0.422 0.000 0.000 -0.724 -0.724 0.000 0.000 0.000 0.000 0.327 0.747 0.000 0.000 0.000 0.240 0.000 0.000 0.000 0.000 0.000 0.000 0.475 0.475 0.978 0.978 -0.246 0.493 0.954 0.954 0.157 0.157 8.653236 6.483311 10.700122 10.158028 9.180748 4.273859 7.773704 10.500270 7.805239 8.339947 8.949815 NA NA NA 1.858817 NA 9.337253 8.836100 NA 9.290666 10.127167 3.443779 8.737382 9.097225 7.307281 2.858817 10.457493 5.081212 8.138044 12.644000 3.443779 3.273859 6.483311 10.654319 11.499065 11.957729 10.865380 5.028746 10.410785 5.950802 9.586741 8.746508 10.839912 11.780175 12.136882 3.984252 9.077989 10.273858 NA 12.169812 8.991534 9.318252 6.001777 11.639633 3.595790 8.604774 12.471996 12.422334 12.899795 6.611034 11.694344 6.106748 9.116208 10.989820 1.273874 9.965845 5.974298 12.984449 3.595790 9.761698 8.866315 8.100406 12.344649 8.535953 8.526523 3.916563 10.106748 10.330495 1.273874 8.967344 9.116208 10.203116 11.217105 7.392799 12.016167 14.954461 10.872841 8.488905 8.535953 8.131838 9.141136 11.781613 13.136495 10.217735 6.106748 9.233860 7.285085 12.3849933 10.9032143 0.2738142 7.9742976 10.8663146 9.8977391 8.4636821 8.5074771 7.7576734 14.9870347 7.7576734 7.2045946 9.9195160 7.6314099 8.5122624 10.6358014 10.5661793 9.3298992 14.1413294 9.5241560 9.0486446 10.1565007 10.5957857 8.2682112 4.2738590 11.9953841 9.9445138 10.7983993 10.1956985 9.4031405 9.6832485 8.0744343 9.7576734 11.0237271 9.0650205 12.4488862 NA 9.0017780 8.9097572 9.0552174 6.7816522 13.4551652 9.1162080 5.9462840 9.5799193 8.5912703 10.0270744 10.1473017 8.2454011 5.5957871 6.5592593 8.9141025 NA NA 6.7657111 NA 8.8663146 8.4487833 4.8588215 11.4759814 9.2682110 9.8418137 9.3345535 0.2738142 10.5394726 13.2161888 9.3017637 9.5730656 10.8959094 10.0486446 9.6488970 9.3771454 4.3613192 9.2682110 10.8500396 NA 7.2280539 3.8588165 12.6840439 9.3692547 10.3223445 7.3182518 5.2738590 12.5589708 10.4574930 11.1496070 11.1473017 9.2367535 11.5008718 4.6661771 10.5924004 7.7895571 10.1035804 9.7067127 11.1099079 9.3155166 NA 0.2738142 8.8038347 5.8284463 13.7413358 8.9603582 8.0747575 0.2738142 8.8634340 9.2338595 0.2738142 6.9320694 7.7250690 11.2871803 2.8588165 7.2962252 TCGA-AF-3914 39 0 NA 1146 rectum stage iiib t3 n2a m0 male 2010 NA yes rectal adenocarcinoma NA r0 5 not hispanic or latino NA NA NA NA 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-AF-4110 77 0 NA 912 NA stage iva t4a n2b mx male 2010 NA no NA NA r0 21 not hispanic or latino NA NA 3 2 NA NA 2 2 1 2 1 2 7 0 0 0 0 4 0 0 0 0 0 6 6 0 4 7 0 0 0 0 0 0 0 0 4 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 6 0 0 3.121001e-06 1.317756e-06 25.5813953488372 12.4031007751938 13.953488372093 38.7596899224806 9.30232558139535 9.887264 8.565336 10.665981 6.905539 13.652053 3.823077 6.313043 13.636290 13.553397 11.822413 8.014063 8.778641 2.542976 5.654476 8.705719 3.864899 7.654477 10.521883 9.573242 11.463747 10.949325 7.689810 13.260890 7.453290 5.640699 10.512047 10.428665 9.853906 8.799009 8.522406 10.055850 10.193456 10.141819 9.570085 9.140755 3.259182 0.424780 0.391230 0.373240 0.057875 0.057875 0.057875 0.030951 -0.261730 -0.261730 0.457720 0.438430 1.286500 1.286500 1.139600 0.042244 -0.206530 -0.206530 1.498100 1.487400 1.487400 -0.062152 -0.098390 -0.600490 -0.253150 -0.257500 0.004935 -0.275770 -0.266180 -0.313470 -0.313470 -0.313470 0.000000 0.000000 -0.244900 0.311700 0.319470 0.057875 0.057875 0.030951 0.030951 -0.261730 -0.236850 0.017202 0.017202 -0.326170 -0.326400 0.042244 0.612730 -0.545060 -0.574220 -0.574220 -0.578360 -0.609060 -0.222370 -0.613970 -0.576390 -0.272920 -0.062152 0.000 0.000 -0.262 -0.262 -0.229 -0.229 1.151 0.000 -0.326 0.000 0.000 -0.545 -0.195 -0.574 -0.574 -0.222 -0.222 -0.253 -0.253 -0.590 1.487 -0.576 -0.273 0.000 0.000 -0.270 -0.270 -0.313 -0.313 0.000 0.000 0.067 0.312 0.319 0.319 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.262 -0.262 -0.229 -0.229 1.151 0.000 -0.326 0.000 0.000 -0.545 -0.195 -0.574 -0.574 -0.222 -0.222 -0.253 -0.253 -0.590 1.487 -0.576 -0.273 0.000 0.000 -0.270 -0.270 -0.313 -0.313 0.000 0.000 0.067 0.312 0.319 0.319 0.000 0.000 0.000 0.000 0.000 0.000 9.056414 6.605979 8.742641 9.969832 10.492170 4.689808 8.584236 10.345716 7.718608 8.796310 10.606364 5.915523 NA 7.612131 9.544578 -1.264305 8.595149 7.799009 -1.264305 8.574818 10.395164 3.735609 8.547791 9.585800 5.780008 5.259175 9.796310 6.752422 9.521883 13.053380 3.642505 9.496334 8.642504 11.033103 10.495086 12.426812 10.334131 6.503799 11.275952 6.219993 9.885361 8.667149 10.536918 12.183403 11.504832 3.858289 10.246872 10.937125 -1.264305 12.382960 9.995945 9.780691 6.127930 10.576392 7.331804 9.366791 12.204110 12.864575 12.994768 6.678128 11.822413 7.301668 9.596701 10.268457 3.379468 9.877389 6.838901 12.675101 5.974018 10.160305 10.521883 8.833646 12.616632 8.945067 8.751029 4.142626 12.061060 10.334131 1.905543 10.379470 9.417730 10.686534 11.863930 9.819758 12.834304 15.082311 11.241425 8.342944 7.988279 8.813765 9.136493 11.936666 13.596216 11.249489 7.025632 9.993591 7.182697 11.9383498 11.0015217 1.5429514 8.5653363 11.1757042 10.6659814 8.8738855 8.8700401 9.0267843 14.9401080 8.6795938 7.2825084 10.5545953 8.7257176 9.1712839 10.3951637 11.1179675 8.7079185 14.1618129 8.6213101 8.7200322 9.9432382 10.7531181 7.2473665 10.7565936 11.5988320 10.8010298 9.7050002 9.8144317 10.0365382 9.9511467 7.9020030 9.1566267 11.0120290 9.7976599 12.1579427 NA 9.1795932 9.1723252 9.7164673 10.5645436 13.0570486 9.5967006 7.4804477 9.0942648 9.0462264 9.6372349 10.4631088 9.1276413 7.3280708 7.6182570 9.3956095 -1.2643045 NA 8.0843418 NA 10.5218834 9.5850189 6.4009494 11.7134303 8.8164311 10.7164673 9.7006764 0.7356088 10.2669952 13.9016591 9.2611345 10.0047404 10.9493255 10.5549945 9.8590886 8.8571472 4.6663533 10.8349615 10.7297302 2.1950326 6.4567125 9.8777208 12.8007774 10.2339643 10.5120467 6.9406742 5.6059772 12.7379892 10.6067489 11.0707249 11.0801870 10.1934562 11.3801460 5.7579806 10.2596656 8.8648968 10.3489428 10.2969016 11.1770017 10.1418187 2.9835500 -0.2643045 8.7432999 3.9835409 13.8868285 9.3530811 9.1139086 3.3205713 8.9918106 9.9935907 6.3355261 8.3758588 8.5397447 11.5363114 4.8441396 7.5716639 TCGA-AF-5654 73 1 512 NA rectum stage i t2 n0 m0 female 2010 257 no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 1 NA 1 5 3 4 2 2 NA NA 7 0 0 0 7 4 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4.54279e-06 1.317756e-06 36.4161849710983 12.1387283236994 17.3410404624277 24.8554913294798 9.2485549132948 10.1274878 8.6473840 11.1144476 6.1442320 13.6117739 2.5813030 7.7548581 13.2539589 14.1064597 11.5833427 8.2198955 9.1302918 -0.8780563 1.1218774 9.8472295 4.1218609 9.3288775 10.6429729 10.1566622 6.9922280 10.6261857 8.3434505 13.1383233 7.1717122 4.2909846 10.1323914 10.7562205 10.9015826 9.8574192 8.0907026 10.2684319 9.9775727 10.3650372 11.1631801 9.5131068 0.7068178 0.00027728 0.00027728 -0.00166290 -0.01532900 -0.01532900 0.69727000 0.00021906 0.70288000 -0.00263220 0.59134000 0.59134000 3.65690000 -0.01958900 -0.00235530 -0.00729500 0.00722170 0.00722170 0.69241000 0.69241000 0.69241000 0.11360000 0.11360000 0.00986690 0.00986690 0.00027728 0.56792000 -0.00214510 0.00358770 -0.00268060 0.00000000 -0.00304750 -0.00622860 -0.01412700 -0.00166290 -0.02274400 0.60539000 -0.01532900 -0.01532900 -0.62979000 0.00021906 -0.01271300 0.59134000 0.00221930 -0.01064600 0.00833510 0.00833510 -0.00729500 -0.00346270 0.00722170 -0.00595220 -0.00595220 -0.00595220 -0.00595220 -0.01670400 0.71773000 0.00499690 -0.01629200 0.11360000 0.000 0.000 0.000 0.000 0.591 0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 0.568 0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.634 0.000 0.000 0.000 0.000 0.114 0.114 0.000 0.000 0.000 0.000 0.591 0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 0.568 0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.634 0.000 0.000 0.000 0.000 0.114 0.114 8.0760593 3.8223019 9.0075597 9.4392759 9.1703500 2.2917803 7.0045059 10.4711445 7.4437915 6.7217759 5.0525985 5.0287548 NA 0.1218112 10.2886540 NA 9.2992827 7.8153500 NA 8.4728025 10.9972286 0.7068178 8.9751727 9.2185785 4.4437923 5.7217773 10.1225675 3.6454250 5.3506811 12.3207686 2.8223019 5.5312536 5.8900478 11.4147600 11.4505381 12.0410990 9.6127141 5.0991437 10.9592113 4.6941447 9.7199157 8.4865233 10.6071895 12.4534590 12.1805315 2.9053124 9.3325345 10.4661592 NA 12.2514682 9.9179028 10.2479223 6.3506811 8.5098807 4.0287548 9.5428761 13.1589812 13.2089116 13.3330671 6.7580526 11.5833427 3.5141854 7.6097033 11.2883402 1.4437658 11.2693862 4.3697875 12.2866131 4.6137143 10.2955404 10.6429729 5.8633314 12.6762123 8.9276070 8.5955689 5.4254627 9.3288775 10.2836249 0.1218112 8.7566744 10.5125696 9.9259942 11.6651368 6.9292182 13.2267895 14.8217892 11.2779463 8.0733227 7.5894691 9.1539089 8.3721616 11.8068310 12.8201338 10.9547058 6.9356448 9.2225257 8.2066715 12.0145958 10.6668277 NA 8.6473840 11.1768066 11.1144476 9.4313396 9.3276564 9.4358800 15.8831154 8.8582652 6.9356448 11.0451907 8.3434505 9.3203082 10.1539089 11.7234019 9.5435599 14.3197326 8.7530402 9.4958159 9.6783693 10.4832587 8.9922280 3.9292134 12.5726879 10.8283592 10.3798403 9.2804729 9.9736123 9.6473841 8.9555915 9.7773939 10.9032229 10.6821961 11.7456602 NA 8.5012417 9.1470029 10.2911619 5.1662575 13.0613506 7.6097033 6.0643785 8.4617131 6.9673531 8.9308275 9.8421075 9.9081329 6.0166813 11.5619538 8.7217759 NA -0.8780563 6.4256439 3.7657151 10.6429729 9.8809192 3.7657151 11.3036367 9.6286666 10.2146204 12.4392758 0.1218112 10.1621530 14.5139458 7.2146203 8.7729150 10.6261857 10.4466063 9.6227051 8.3816065 3.1218609 10.5756482 10.3884272 NA 2.2917803 4.6764536 12.6155936 10.5559702 10.1323914 7.2040125 5.6454250 13.6864296 11.2927272 11.5200725 10.4324760 9.9775727 11.9272041 3.2093286 9.9515859 8.1190428 10.1274878 10.3428460 11.0109869 10.3650372 NA NA 7.3364735 5.2303875 13.4428753 9.9697035 8.7530402 NA 8.9589708 9.2225257 1.1218774 8.3554828 7.5227424 12.3833705 4.7942911 6.1986788 TCGA-AF-6136 72 0 NA 741 rectum stage iiib t3 n1b mx female 2011 NA yes rectal adenocarcinoma NA NA 2 not hispanic or latino NA NA 3 4 1 6 2 2 2 2 NA NA 4 0 0 1 0 0 0 4 4 4 0 0 6 1 0 4 0 0 4 0 0 1 0 0 4 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 6 0 0 4.438757e-06 2.080667e-06 40.8376963350785 8.37696335078534 10.4712041884817 36.6492146596859 3.66492146596859 10.593602 9.010398 11.044693 6.899015 13.895035 2.651086 6.704200 13.299800 13.337588 11.473499 7.947545 9.586547 2.499093 2.329152 9.464869 3.329167 9.455864 10.154914 10.359137 12.086758 11.330216 7.543479 12.526376 7.883748 6.211803 10.403970 10.504709 10.781916 9.134903 9.330976 9.584188 9.432565 10.509690 9.031332 9.942949 1.651086 0.2547300 0.2547300 0.3732300 0.0191680 0.0191680 0.0275710 -0.0853870 -0.3559500 -0.3358900 -0.2418600 -0.2418600 1.2413000 1.2413000 1.2413000 0.3882500 -0.3346200 -0.3346200 0.7119900 0.7119900 0.7119900 -0.0069852 -0.0069852 -0.3070200 -0.3070200 -0.2435600 -0.3290700 0.0329190 0.0329190 -0.3623200 -0.3546400 -0.3542400 -0.2333100 -0.2333100 0.3732300 0.3732300 0.3630500 -0.3867700 0.0191680 -0.0853870 -0.0853870 -0.3262900 -0.2418600 0.3498200 0.3498200 0.0213970 0.0000000 0.3882500 0.3882500 -0.3346200 0.6815200 -0.7669100 -0.7747700 -0.7747700 0.0357390 0.0825520 -0.7818800 -0.3431400 -0.0069852 0.000 0.000 -0.326 -0.326 -0.242 -0.242 1.241 0.350 0.000 0.388 0.388 -0.335 -0.335 -0.384 -0.720 0.000 0.000 -0.244 0.002 0.000 0.629 -0.331 -0.343 -0.061 0.268 0.000 0.000 -0.354 -0.354 -0.233 -0.233 0.373 0.373 0.386 0.386 -0.387 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.326 -0.326 -0.242 -0.242 1.241 0.350 0.000 0.388 0.388 -0.335 -0.335 -0.384 -0.720 0.000 0.000 -0.244 0.002 0.000 0.629 -0.331 -0.343 -0.061 0.268 0.000 0.000 -0.354 -0.354 -0.233 -0.233 0.373 0.373 0.386 0.386 -0.387 0.000 0.000 0.000 0.000 0.000 8.3653334 4.6145626 9.5040854 8.6443091 10.3270447 3.4990805 7.5912545 10.2041410 7.0502590 8.8210127 9.8731582 5.6145626 -0.6709338 5.0570820 8.4789067 NA 7.7257643 7.6998473 NA 8.3263391 10.5483281 2.6510861 9.1429408 9.9784159 5.0570820 0.9141052 9.5483281 3.8527180 9.0174100 12.4738179 3.5770904 8.0706265 7.6006229 11.1991390 11.2022192 11.6157174 9.5015872 3.7214820 10.9413278 4.8210111 10.1349036 8.6436748 9.9512114 12.3109784 12.0081998 3.9462255 9.5567756 10.3932287 NA 11.4523111 9.8270116 9.9829005 6.5865471 10.8119676 5.5386127 10.1493386 11.3178443 12.6988933 12.8706193 6.7721034 11.4734993 3.0295942 8.4271917 10.7860274 1.9141052 10.3925547 3.4990805 12.8384398 5.5579798 9.7150221 10.1549135 6.7967652 12.2902476 9.4877693 7.9548686 3.7760724 11.5498403 11.0037934 0.9141052 10.3871514 10.0965165 10.0706267 11.7832019 8.5959463 11.2472775 14.5950505 11.3368878 9.3885041 9.2760660 9.4192722 9.3844421 12.0263444 13.5518791 11.4558029 6.6329400 9.9141221 8.0807035 12.2452257 10.8741241 NA 9.0103980 11.3605163 11.0446927 9.5675645 9.2598969 9.0807038 15.8072020 8.1557083 8.2746037 9.4019621 8.3680786 9.0536734 10.4532810 11.5090688 9.8531528 13.6572034 8.5651737 8.8290056 10.5003365 11.0587804 7.4271921 7.5189843 11.2862617 9.8692877 10.2254921 9.4687110 10.0425461 9.6488318 7.4639967 8.8309968 10.7695098 10.8624894 12.3039058 NA 8.7193286 9.1104209 9.5818252 8.5015872 12.7471440 8.4271917 7.4429020 7.2179025 7.7512247 9.9837957 10.7316388 9.5325077 6.3291595 7.8875801 8.9103603 NA NA 6.7385503 0.3291810 10.1549135 9.7449014 5.0015861 11.2220819 8.9364898 10.0434052 9.5263764 NA 10.4172853 13.5828594 9.0226466 9.1365147 11.3302159 11.1956659 9.5912545 8.0840473 4.6510861 10.4079776 10.3443099 1.3291810 5.8837479 7.2716740 12.8021043 9.5770872 10.4039701 6.8369542 6.1620489 13.0013640 10.5918418 11.0011429 10.8532116 9.4325655 11.6519328 4.2833588 10.1405343 8.0121541 10.5398310 10.6965744 11.0756740 10.5096905 2.4990933 1.6510861 8.2196066 1.6510861 13.6845796 10.2270052 9.5386130 -0.6709338 8.7095774 9.9141221 NA 8.0156604 7.7637880 11.7279034 3.1365195 4.2360486 TCGA-AF-6655 66 0 NA 609 rectum stage iiia t2 n1 m0 male 2010 NA no rectal adenocarcinoma NA r0 2 not hispanic or latino NA NA 4 2 2 2 1 3 2 2 2 3 6 0 0 4 4 4 0 0 0 0 0 7 4 4 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 3.641168e-06 9.70978e-07 27.8195488721804 18.0451127819549 12.0300751879699 36.8421052631579 5.26315789473684 10.295042 8.774888 11.194461 7.281986 13.960672 4.426627 7.358607 14.227849 13.266409 11.457728 8.209365 9.526319 1.178683 5.604964 10.309269 3.500624 9.212121 10.128525 10.313124 10.449577 10.477906 7.986053 12.647958 8.307981 3.266157 10.249490 10.670050 10.667040 9.679540 8.584137 9.866948 9.615659 10.455985 11.010005 9.953485 5.085590 -0.00152430 -0.00152430 -0.01491600 0.49459000 0.49459000 1.49770000 -0.02013800 0.55195000 -0.01188700 0.02244400 -0.00595220 0.53274000 0.53274000 0.51329000 0.36100000 0.01936300 0.01936300 1.33200000 1.33200000 1.33200000 0.15114000 0.09710600 -0.00152430 -0.00152430 -0.00152430 -0.01548300 0.35169000 0.54735000 -0.02205800 -0.02205800 -0.02205800 0.26435000 0.26435000 -0.01491600 -0.01491600 0.52643000 -0.62884000 0.49459000 -0.02013800 -0.02013800 -0.03013100 0.03580600 -0.01230000 -0.01230000 0.00069327 0.00069327 0.36100000 0.33354000 -0.59312000 -0.59993000 -0.59993000 -0.59993000 -0.59993000 0.01237600 1.33250000 -0.57397000 -0.00747200 0.15114000 0.000 0.000 0.552 0.000 0.000 0.000 0.533 0.000 0.000 0.361 0.361 -0.593 0.000 -0.600 -0.600 0.000 0.000 0.000 0.000 1.332 1.332 -0.574 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.264 0.264 0.000 0.000 0.526 0.526 -0.134 0.495 1.517 0.509 0.110 0.110 0.000 0.000 0.552 0.000 0.000 0.000 0.533 0.000 0.000 0.361 0.361 -0.593 0.000 -0.600 -0.600 0.000 0.000 0.000 0.000 1.332 1.332 -0.574 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.264 0.264 0.000 0.000 0.526 0.526 -0.134 0.495 1.517 0.509 0.110 0.110 8.239394 6.189925 9.472170 10.182216 9.625781 4.085586 8.203837 9.999675 7.260847 8.611240 9.488174 3.266157 NA 4.702259 8.702260 NA 8.118277 8.279360 NA 8.987662 10.907044 2.879137 9.148804 9.488174 5.621642 2.986047 9.797084 6.338569 6.097560 12.677423 4.223090 6.571015 5.748552 10.424251 11.337623 12.095884 9.743800 5.654433 11.099970 5.370300 9.681530 8.594165 10.671553 12.529292 12.439764 4.657023 9.3685226 11.1105435 -0.8213810 12.0895280 9.4767606 10.2387183 7.4075168 10.4876057 3.7636559 9.5591591 11.5936474 12.8572981 13.3237544 7.1899253 11.4577281 5.3486219 9.9924791 10.6457940 1.5006491 9.9657843 5.0115896 12.0417227 5.0115896 9.9657843 10.1285246 8.5406419 12.8972308 9.1241417 8.8599363 5.1490927 11.6044384 10.6584782 0.7636665 9.5263193 10.1423166 10.0575153 11.8480260 8.3259031 12.9964811 14.3567994 10.6148890 8.7139734 8.3930171 9.5073729 8.2898335 11.8270555 13.0079252 10.9936289 6.4733194 10.1652511 7.6825234 11.8555366 11.1031393 -0.8213810 8.7748878 11.5521069 11.1944615 9.2217253 9.1270652 9.0428842 15.4635208 7.9956818 7.9731136 10.2339804 8.8721848 9.0945773 11.0008704 10.8351228 9.7455797 13.8140193 8.9844418 9.3893693 9.2407441 9.9763595 7.9302418 5.4454850 11.8903650 10.2595155 9.9477093 9.4994985 10.3360449 9.8053195 8.5515195 9.5806441 10.8826016 9.8826015 12.1725863 NA 9.0100052 8.4075168 9.7226964 7.8511231 13.1893135 9.9924791 7.0366792 9.0825799 9.2924401 9.6705511 10.0084206 8.9908752 6.1444829 7.3783703 9.5318448 NA NA 7.3385697 1.5006491 10.1285246 9.7032397 5.4454850 11.0818267 8.4501609 10.1005390 9.7226964 0.1787465 10.8030365 13.6223538 9.1372507 9.8695690 10.4779060 10.6247474 9.7275199 8.6825238 5.7178573 10.1815129 10.1561997 0.1787465 4.6705515 6.3586072 12.4160573 9.3436048 10.2494898 7.5096151 5.7022586 12.8557569 10.6075815 10.7934078 11.0617230 9.6156592 11.8080546 4.9066165 9.9892696 8.4242507 10.1248732 10.5718041 11.1808097 10.4559853 1.5006491 0.1787465 7.6902530 3.6381318 13.9605699 9.7380750 9.0628686 -0.8213810 9.0103060 10.1652511 4.3881482 7.6584786 8.3208051 11.8041785 5.0613399 8.4915810 TCGA-AF-6672 43 0 NA 748 rectum stage iv t4a n2b mx male 2011 NA yes rectal adenocarcinoma NA NA 18 not hispanic or latino NA NA 4 5 1 5 3 2 2 2 3 3 4 0 0 0 0 4 0 0 4 4 4 0 4 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 3.537134e-06 1.456467e-06 25 9.72222222222222 15.2777777777778 37.5 12.5 10.428721 8.932462 11.374645 6.892198 12.705738 4.521830 7.463486 14.012594 14.394674 12.439966 8.571546 8.799089 2.164271 6.843758 9.227673 4.945636 9.981262 10.845077 9.835819 11.415169 10.537687 8.331696 12.619220 8.654126 5.701419 10.123555 10.810837 10.560348 9.620632 9.113025 9.513006 9.460345 10.199764 11.892836 9.862114 1.971626 0.7673400 0.7603200 -0.0113350 0.5707700 0.5707700 0.5707700 -0.4530800 0.4456200 -0.4746900 0.7654200 0.7654200 0.5716600 0.5716600 0.5716600 0.0649400 0.0334080 0.0334080 0.4794200 0.4794200 0.4794200 0.0070826 0.0070826 0.0150280 0.0150280 -0.0063668 -0.0145820 0.4176400 0.4161300 -0.4990200 -0.0298520 -0.0227440 -0.4799700 -0.4848300 -0.0113350 -0.0173910 0.0000000 -0.9951200 0.5707700 -0.4531900 -0.4530800 -0.4810900 -0.0737430 -0.4650400 0.4544500 -0.4388600 -0.4388600 0.0672320 -0.4399400 0.0334080 2.0029000 -0.9650600 -0.9650600 -0.9650600 0.0397610 0.4794200 -0.4574700 -0.4307200 0.0070826 -0.454 -0.454 -0.029 -0.475 0.765 0.000 0.572 -0.024 -0.439 0.000 -0.440 0.000 0.000 2.038 1.080 0.000 0.000 0.000 0.760 0.479 0.479 -0.457 -0.420 0.000 0.000 0.418 0.418 0.000 0.000 0.514 0.034 0.000 0.000 0.000 0.000 -0.435 0.135 0.000 0.000 0.000 0.000 -0.454 -0.454 -0.029 -0.475 0.765 0.000 0.572 -0.024 -0.439 0.000 -0.440 0.000 0.000 2.038 1.080 0.000 0.000 0.000 0.760 0.479 0.479 -0.457 -0.420 0.000 0.000 0.418 0.418 0.000 0.000 0.514 0.034 0.000 0.000 0.000 0.000 -0.435 0.135 0.000 0.000 0.000 0.000 8.5240276 3.8081379 8.3906900 8.5174249 10.6293341 3.7492446 7.2570351 10.1692007 7.7150250 8.4050695 8.9764553 5.8081353 NA 5.5905421 9.4805596 NA 8.6420362 8.8955971 -0.8357286 8.6720728 11.0782893 5.7034357 8.9505477 8.9570684 5.5565950 5.1184760 9.4554487 4.6561302 9.1199278 12.1890714 5.3140258 10.3310688 8.4839500 10.6087752 11.6804705 11.3667080 8.8472726 5.8224905 11.5045259 6.2623110 11.3882797 7.9998546 10.4257853 12.4676706 12.0625015 4.3525184 10.756268 10.749241 NA 11.126089 10.503571 10.811736 6.521830 9.744537 6.431065 10.418126 11.114105 13.024880 13.343565 7.611361 12.439966 4.449680 9.407452 10.725088 1.749234 9.320361 5.640011 13.029045 4.373732 10.985653 10.845077 7.034643 13.424168 10.636461 9.111184 4.837832 12.409088 10.759535 2.334196 11.036953 10.254390 10.796364 12.011140 8.847273 12.593685 14.495343 11.499948 9.845516 8.732234 9.290983 8.584238 11.323203 13.319017 12.174409 7.397898 10.482256 7.965178 11.8577650 10.6834228 1.4861995 8.9324622 11.3746449 11.3746449 9.4038765 9.0003282 9.6571326 15.1950520 8.7716083 8.5884444 10.3719025 8.5630216 8.6092929 10.8090356 11.8789528 8.2365715 13.7423558 9.0392593 9.1300624 10.1155627 9.8828108 6.4951947 7.7073101 10.4246095 11.6611318 10.0269154 9.6369688 10.1365398 10.2148069 7.9406125 9.1486965 11.2799720 10.6765247 12.6117022 NA 8.7844978 8.5757888 11.0469211 9.0284642 13.3053473 9.4074520 9.1429885 7.5694197 7.8472729 8.9191655 10.7886165 8.8242740 6.3342036 8.2517409 10.0613671 0.1642714 NA 7.6318835 1.1642714 10.8450770 9.4760264 4.9456358 11.3513207 9.3367056 10.5533715 9.8534024 1.4861995 10.4339891 14.3125162 9.5306002 9.6420363 10.5376870 10.5007845 9.8171229 7.9619393 5.4680587 10.1141047 10.0125801 0.1642714 5.1415595 7.5349650 12.2850019 9.1053256 10.1235555 7.5867632 6.4026830 13.4184208 10.6770185 10.5409460 10.2517409 9.4603453 11.5349654 2.9716263 10.0696650 8.4002920 10.5371431 10.9991441 11.0924262 10.1997645 5.2935618 NA 8.7431601 0.1642714 13.6460774 9.9932079 9.7963645 1.7492339 8.2249741 10.4822558 5.5218297 8.3266695 6.7716083 12.2600047 4.6878390 7.0034819 TCGA-AF-A56K 56 0 NA 2635 rectum stage iia t3 n0 m0 male 2006 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 2 3 NA NA 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.0777548 9.1419115 10.8121903 7.2387582 13.7921551 5.3264726 8.1545214 13.6419315 14.2941051 12.7018064 8.8078427 10.2121362 -0.1492806 2.4357086 9.3040113 3.7087170 9.2916098 9.7024896 10.1470833 9.1670222 11.1746398 7.7485860 12.6692230 8.4727924 2.8471350 10.2993732 10.8598694 10.8581183 10.6255277 9.2249432 10.0318929 10.0219050 9.7470730 9.2333647 9.8258721 3.0206622 0.0063976 -0.0117690 0.0535210 -0.0248960 -0.0248960 1.1981000 -0.0102320 -0.0213730 -0.0213730 -0.0089906 -0.0089906 0.9328400 0.9328400 0.9328400 0.1257900 0.4285300 0.4408800 2.6848000 2.4981000 2.5938000 0.1078900 0.1078900 -0.4514700 -0.4514700 0.0063976 0.3826700 -0.3555600 0.0033299 0.0086135 0.0207630 0.0207630 -0.4583800 -0.4583200 0.0261030 -0.0618140 0.8687200 -0.0395290 -0.0248960 -0.0102320 -0.0161540 -0.0213730 -0.0089906 -0.0248030 -0.0278080 -0.0175290 -0.0175290 0.1222600 0.1257900 -0.4806000 -0.4575800 -0.4575800 -0.4575800 -0.4575800 0.3588800 -0.3342200 -0.4405900 -0.0326410 0.1078900 3.657 3.657 0.000 0.000 0.000 0.000 0.965 0.000 0.000 0.126 0.126 -0.052 0.429 -0.458 -0.458 0.359 0.359 0.000 0.000 -0.037 2.594 -0.441 0.000 0.396 0.396 0.000 0.000 0.000 0.000 0.402 -0.042 0.000 0.000 0.896 0.896 0.000 0.000 0.000 0.000 0.108 0.108 3.657 3.657 0.000 0.000 0.000 0.000 0.965 0.000 0.000 0.126 0.126 -0.052 0.429 -0.458 -0.458 0.359 0.359 0.000 0.000 -0.037 2.594 -0.441 0.000 0.396 0.396 0.000 0.000 0.000 0.000 0.402 -0.042 0.000 0.000 0.896 0.896 0.000 0.000 0.000 0.000 0.108 0.108 8.5125189 5.9060223 8.7888501 10.8034819 9.5980944 5.3585369 9.0231680 10.0711189 7.8020252 9.1372983 7.0356162 2.9382105 NA NA 9.2696473 NA 9.1950365 7.6899442 NA 9.3495898 10.2832825 6.0206666 8.0231683 7.7425244 5.9487737 2.9382105 10.0325140 6.1816572 5.4945980 13.0663495 0.4357353 7.8647613 7.2126841 11.4918892 11.3720957 12.9357151 10.0801604 6.3585352 11.4305374 6.4778360 9.9328897 8.6787818 10.2419842 12.3822951 11.9494307 5.1612629 9.8889738 12.2113134 -1.1491206 12.5425932 9.6114605 10.9110988 7.0986680 10.0595846 5.7211047 9.3101722 12.4326473 13.1275920 13.3335486 7.8165248 12.7018064 5.9487737 9.6812558 9.8841636 0.8507194 9.9979455 4.2430597 11.8247966 5.4800971 10.3615048 9.7024896 8.8772642 13.4785595 10.0807610 8.3385809 5.1051081 7.6353757 10.8796826 2.3101656 9.8951348 9.7881144 9.9845250 11.9808285 9.2038875 13.2942670 14.3388437 10.2648973 9.8372938 8.0891454 10.2895325 9.0783566 12.1457921 12.5832261 11.4155832 7.4469303 9.9618764 8.0331350 11.5225028 11.2208831 -0.1492806 9.1419115 11.5860851 10.8121903 9.2947202 8.5354892 9.9308919 14.2483127 9.2905716 8.6006102 10.8717205 8.6930910 8.8814077 11.2714904 11.3099161 9.0495295 14.0209396 9.2452033 9.7485860 9.5249328 9.8654586 7.8507407 7.2601320 11.5147434 11.4794140 11.5207329 8.9553393 10.2811932 10.1967002 8.5895253 9.6419034 11.2529533 10.2082927 11.9364272 NA 9.3898995 9.3879589 9.9382034 8.3995625 13.0715724 9.6812558 8.8337342 9.7725816 9.1613534 9.6852117 9.8633652 8.9473108 6.8563658 7.3385804 9.4196468 1.8507594 NA 8.5667025 -0.1492806 9.7024896 9.2936841 6.2601311 11.4912116 8.6006102 10.4153665 10.0325140 0.4357353 11.2680658 13.4217229 9.6247041 10.3254606 11.1746398 10.7036602 10.0380928 8.6564846 4.6580972 10.9851670 10.0273003 NA 4.6056306 7.6386430 12.3283724 9.9709786 10.2993732 7.7696931 6.9696812 13.2624502 10.2284934 10.3961879 11.1650406 10.0219050 12.2272730 6.1361422 10.6907317 8.7287916 9.7969158 11.1004467 11.6589004 9.7470730 1.1726795 NA 8.3248115 5.5649848 14.0705142 9.9670846 9.1465096 1.4356819 8.9211837 9.9618764 6.2601311 8.8882875 8.2516202 12.0618685 5.6962303 8.3040113 TCGA-AF-A56L 48 0 NA 2007 rectum stage iiic t3 n2 m0 female 2008 NA no rectal adenocarcinoma NA rx 10 NA NA NA 2 5 NA NA 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0758071 8.8943603 11.1030403 6.6972957 13.7863005 3.1175621 7.9316293 14.1229699 13.5764220 16.6041533 8.4316355 8.1901975 0.9159415 5.6814718 9.0554872 4.3219281 9.0421239 10.0707538 11.0202724 7.9000692 10.6308681 8.1389721 13.0531190 7.8794099 2.8419329 9.9305143 10.8434174 10.1136439 9.1770903 8.3188112 9.7316393 9.5734328 9.8294235 11.3108271 9.7116508 2.4013574 -0.2189500 -0.2240400 0.1395400 0.9039200 0.8445900 0.8443700 -0.2203900 0.1116900 0.1116900 0.0076392 0.0076392 0.4502000 0.4502000 0.4737500 0.1364300 3.6569000 -0.2267500 2.0086000 1.7329000 1.9964000 -0.0184900 -0.0184900 -0.2116900 -0.2116900 -0.2189500 0.1181400 0.0000000 0.0000000 -0.2183700 -0.2156500 -0.2182400 0.1692600 -0.1978700 0.1395400 0.1299200 0.1433500 -0.6095000 0.8445900 -0.2126800 -0.1937300 0.1116900 0.0076392 -0.2234200 -0.2234200 -0.2805500 -0.2156100 0.1364300 0.1463700 -0.5868600 -0.5865700 -0.5865700 -0.5933400 -0.5933400 0.2818400 -0.2341000 0.0918800 -0.2251500 -0.0184900 -0.222 -0.222 0.112 0.112 0.000 0.000 0.474 -0.223 -0.216 0.136 0.136 -0.587 -0.227 -0.587 -0.587 0.282 0.282 -0.212 -0.212 1.499 1.861 0.000 -0.225 0.118 0.118 0.000 0.000 -0.227 -0.227 0.151 0.151 0.140 0.140 0.148 0.148 0.235 0.845 -0.212 -0.212 0.000 0.000 -0.222 -0.222 0.112 0.112 0.000 0.000 0.474 -0.223 -0.216 0.136 0.136 -0.587 -0.227 -0.587 -0.587 0.282 0.282 -0.212 -0.212 1.499 1.861 0.000 -0.225 0.118 0.118 0.000 0.000 -0.227 -0.227 0.151 0.151 0.140 0.140 0.148 0.148 0.235 0.845 -0.212 -0.212 0.000 0.000 9.0044590 4.7232910 9.1057603 9.2682000 9.0707537 4.1485925 7.5741469 10.7443896 8.7450242 8.7025322 8.5741473 2.4013574 NA -1.4058337 0.5939752 -1.4058337 9.4418480 8.4993947 NA 8.5482039 10.9887383 2.5009040 8.9226825 8.8966466 5.1018013 3.2378696 9.8174061 6.5068970 7.7181287 13.3862896 4.8034595 2.5009040 6.5940080 10.8309187 11.6329266 12.8643030 10.5819822 6.3555590 10.1115491 5.6694322 10.1253891 8.5302479 10.3493125 12.6772609 12.0311095 5.4229696 9.660770 11.908024 NA 12.738029 9.819215 10.304814 6.445756 10.407388 4.743757 9.255786 12.778031 12.222111 12.516220 7.024460 16.604153 4.451989 9.205954 10.370852 1.594023 10.150993 4.743757 11.933858 5.036952 10.273048 10.070754 7.668149 12.183542 9.513616 7.931629 4.343813 7.890924 10.615682 2.500904 9.350564 9.780741 10.193921 10.704491 7.856102 12.234253 14.092819 10.516220 8.977712 8.034877 10.221997 8.217889 12.298992 12.941767 11.171847 6.223365 10.642835 8.355559 11.7046540 11.5597919 -0.4060248 8.8943603 11.5124982 11.1030403 9.0410910 8.6024361 9.7832145 14.2614233 9.5350553 8.4766506 9.9164992 8.3588793 8.5158484 11.0288965 10.6246748 9.2348672 14.4208788 8.7386658 9.8857539 10.7357955 10.4332114 8.8336061 6.4268971 12.1048954 11.5230811 11.8963610 9.4865505 10.5456566 10.4888254 8.3693216 9.8874793 11.4449758 9.9717604 12.6882280 NA 9.6163755 9.6394874 10.1695469 7.3720850 14.2336592 9.2059545 8.8359907 10.2646639 8.7651843 9.6411316 9.6547035 9.1562500 6.3819097 6.9906123 10.0270714 NA NA 7.7155413 -1.4058337 10.0707538 9.4292686 5.7538799 11.9420442 8.2961802 10.2517727 9.4543186 0.1790014 11.3463883 13.9148787 8.9249244 10.1209958 10.6308681 10.4473172 10.2333484 8.8886285 3.8794117 10.2387652 10.3274806 0.5939752 4.7437573 6.1789695 13.1286145 9.2297259 9.9305143 8.1277849 6.0616142 13.1674773 10.5723606 10.9088741 11.3597081 9.5734328 12.6541125 4.9515598 11.2555631 8.6315547 10.7841409 10.2450593 11.9701330 9.8294235 0.9159415 NA 8.0599414 5.1175704 13.7874945 9.6431754 8.8204199 NA 9.0763819 10.6428350 -0.4060248 7.8180095 8.5940077 11.9763615 5.4141863 7.6761567 TCGA-AF-A56N 47 0 NA 360 rectum stage iia t3 n0 m0 female 2012 NA yes rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 2 2 3 4 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2612185 9.1252355 11.1047190 6.4284473 14.3398745 4.0512938 7.8661656 13.8544258 14.1109969 12.4360472 8.8970858 9.7230250 0.6937657 1.5011079 9.4889658 4.7598269 8.4750975 10.2857275 10.8172126 7.5486062 10.7705534 8.2094378 12.7626000 7.8460225 5.3503770 10.1516316 10.9802956 10.9716063 10.4368891 8.0316940 9.8872631 9.4423750 10.3056847 11.0956839 9.9267582 2.5010824 -0.3275100 -0.3344100 -0.0136770 0.0131450 0.0131450 0.0136320 -0.0091286 -0.0227440 -0.0227440 0.0132130 0.0132130 1.1821000 1.1821000 0.4350400 0.0303100 0.1179900 0.1179900 1.7738000 1.1941000 1.3875000 -0.0835690 -0.1027600 -0.3275100 -0.3275100 -0.3275100 0.0133530 -0.7159500 0.0106010 -0.0354480 -0.0438730 -0.0794760 0.0037465 -0.0022168 -0.0136770 -0.0230180 0.0064481 0.0131450 0.0131450 -0.0091286 -0.0091286 -0.0227440 0.0132130 -0.8089000 -0.8089000 -0.7938600 0.0190830 0.0303100 0.0303100 -0.7018100 -0.8018600 -0.8018600 -0.8018600 -0.8018600 -0.0074720 -0.8084800 -0.1663700 0.0100950 -0.1086800 0.000 0.000 0.000 0.000 0.000 0.000 0.439 -0.809 0.000 0.000 0.000 -0.584 0.118 -0.802 -0.802 0.000 0.000 -0.328 -0.328 -0.282 1.387 -0.166 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.103 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.439 -0.809 0.000 0.000 0.000 -0.584 0.118 -0.802 -0.802 0.000 0.000 -0.328 -0.328 -0.282 1.387 -0.166 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.103 -0.103 8.7408618 5.3941780 9.0302442 10.8620965 9.3950442 4.2173005 7.8485560 10.4131266 7.8786132 9.0190433 9.9267582 4.0156670 NA NA 9.7564586 NA 8.4816404 7.8230207 NA 9.0567775 10.6010040 3.6937323 8.3537335 9.2054905 5.5010920 5.7271608 10.3276412 4.9791382 5.8022630 13.1501563 -0.3063235 4.8230207 6.4750979 11.0430190 11.7138496 12.2676216 10.1935836 5.1531690 11.4165944 5.8743421 9.8810898 8.8055907 10.1855908 12.5356588 12.0785215 3.8540156 9.425057 11.635702 NA 12.183711 10.091947 10.545487 7.759827 10.141854 4.308448 9.282452 12.555794 13.322582 13.198991 6.769698 12.436047 4.979138 9.181578 10.363066 1.501108 10.355961 5.033586 12.344116 5.671019 10.245927 10.285727 7.618550 13.199053 9.062244 9.020167 5.634608 6.255980 10.611110 1.278698 9.757133 10.290393 9.830729 11.790123 8.263593 13.536432 14.251891 10.562560 7.411963 7.903191 9.619292 9.222192 11.917739 12.760247 11.318748 7.418252 9.944628 8.867415 11.0310809 11.2950443 0.2786985 9.1252355 11.6314794 11.1047190 9.1623619 8.8510847 9.6873839 14.5987696 8.3907051 8.0622442 10.5087207 8.4436071 9.1356444 10.8323295 11.3539566 9.3148556 14.3360998 9.1613433 9.4808241 9.5360881 9.4131265 8.9872094 6.0600604 12.0303838 10.7858341 10.6923282 9.7188774 10.2716386 9.9616948 8.8146754 9.7705534 11.3915741 10.2787002 12.1651259 NA 9.2483266 8.6362523 10.3262787 7.1815777 13.2290739 9.1815777 4.9605256 8.6126009 8.8586447 9.5258365 9.4881537 8.1031288 6.9273572 9.9902698 9.4208072 -1.3061451 -1.3061451 9.1664285 NA 10.2857275 9.5462673 5.8230207 11.3826437 8.7394974 9.5493850 10.1210506 0.2786985 10.8165658 13.8387544 8.5563750 9.6609641 10.7705534 10.6040057 10.1340879 8.9733484 4.6937378 11.0975487 10.2908406 0.2786985 6.4816396 5.5392271 12.6716437 10.2739964 10.1516316 7.5486062 6.2787003 12.8505319 10.3056847 10.7353969 11.5246491 9.4423750 12.3968843 4.9975182 10.2678582 8.8320096 10.2444846 10.3006056 11.6634840 10.3056847 -1.3061451 NA 8.5956607 5.4486268 14.0493642 9.5832417 8.3802381 -0.3063235 8.9930946 9.9446283 8.2917905 8.5900701 7.4816404 11.9472898 5.2635941 8.4233584 TCGA-AG-3574 89 1 1096 NA rectum stage ii t3 n0 m0 female 2005 NA no rectal adenocarcinoma NA r0 0 NA 3 1 2 NA 3 1 4 5 3 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005656e-06 3.814557e-07 45 25 12.5 12.5 5 9.3620727 8.3002478 10.8120673 6.5330821 13.3908236 4.9619242 6.6528206 14.2995534 13.4679067 12.0353781 7.8879243 9.1791557 1.8326470 4.7868368 8.7335089 4.2249587 9.1157304 9.5639612 9.9253993 9.3483420 11.0427045 8.8127815 13.3893876 7.4176045 5.4176061 10.5991709 10.7395326 10.9683514 10.1180443 8.3572621 9.4890670 9.6694499 9.6464233 11.5147588 9.8536221 0.8326065 -0.00797690 -0.00797690 -0.00788630 0.86314000 0.86314000 0.84810000 0.00166420 0.82275000 -0.00995650 0.85106000 0.87249000 -0.00802440 -0.00802440 -0.00802440 0.01293400 0.00430210 0.00430210 2.29300000 2.29630000 2.31270000 0.11008000 0.07887100 -0.00232930 -0.00232930 -0.00797690 0.77984000 0.00444110 -0.00346270 0.00000000 0.00000000 -0.00335660 -0.01243800 -0.01243800 -0.00788630 -0.01395300 -0.01009400 0.86314000 0.86314000 -0.00166290 0.00166420 -0.01352200 0.85201000 -0.92748000 -0.00346270 0.00694350 0.00694350 0.01293400 0.01293400 0.00430210 -0.90827000 -0.89855000 -0.91596000 -0.92689000 -0.01436600 -0.91561000 -0.46908000 0.00069327 0.11008000 0.000 0.000 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.908 -0.908 0.000 0.000 0.000 0.000 -0.757 2.313 0.000 0.000 0.780 0.780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.863 0.863 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.908 -0.908 0.000 0.000 0.000 0.000 -0.757 2.313 0.000 0.000 0.780 0.780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.863 0.863 0.000 0.000 0.000 0.000 9.5958544 6.1901941 8.9644991 8.6172768 9.6448194 5.4473511 7.7030065 10.8466625 8.7455315 8.1226608 9.9147911 4.5330836 NA 5.5050684 7.4325553 -0.1673125 10.1318501 8.3043171 -0.1673125 9.5707342 10.7773541 2.4175960 8.2462698 8.7810092 6.0805703 6.5630101 10.6335420 6.2920731 7.1901941 12.8016688 3.2920749 8.2920736 7.1724925 11.2016941 11.2510218 12.5793663 11.1387038 8.1590716 11.3361797 7.0787646 9.8396693 8.4337444 10.5724226 11.8116099 11.2536549 2.3461343 9.3948845 10.9041044 -0.1673125 12.6221757 9.3756739 9.7780858 6.5050668 9.7633794 5.2589071 9.4024977 12.6223795 13.0411813 12.8361600 7.3244956 12.0353781 6.3718010 8.6432137 11.2833379 3.1545670 10.3766405 9.8326421 13.5983426 6.0420949 10.0867968 9.5639612 7.3640234 11.3562040 9.4510277 8.1409811 4.5654509 10.2377836 10.1747168 0.8326065 9.3522783 10.0566438 9.8284093 10.9664265 8.0900298 13.4827963 16.1361337 11.2936098 7.0420949 8.7030069 9.2120204 8.7455315 11.3477899 12.7047398 10.5013675 7.1635591 9.7897441 7.8770362 11.6863415 10.7744233 1.4175960 8.3002478 10.6945044 10.8120673 9.5068344 9.1967767 8.6749609 15.7906065 9.2797252 7.6781318 9.6576009 6.9515831 9.3204822 10.4574375 10.4818983 8.7983399 14.0433895 9.2399099 8.1409811 11.1093481 10.8020286 8.1724920 5.2249587 12.8719039 9.9372408 10.7911948 10.2568084 9.9267197 9.6607786 10.1108010 9.0372134 10.6066055 9.9798470 12.3847011 NA 8.3640234 9.6216702 9.9359298 8.0566437 12.6301010 8.6432137 8.5941932 9.1791557 7.3795369 9.1087665 9.6156403 10.3830426 7.0614608 9.9121269 8.6937291 NA 0.8326065 7.8605482 1.8326470 9.5639612 9.8170606 5.7395322 11.6777400 8.6205446 10.1646786 11.8497984 0.8326065 10.1890940 14.5897195 8.9094578 9.2797252 11.0427045 10.1780473 9.4764983 8.7839267 5.0805681 11.0131729 9.7485961 NA 7.9619248 5.8099212 13.8985630 11.2430934 10.5991709 7.0805692 5.6655321 13.2404409 11.7857472 11.6094863 10.7619005 9.6694499 11.5361131 4.3562072 10.3718009 8.3164580 11.2120205 11.8374770 11.1918425 9.6464233 NA 2.8326470 7.9957383 4.4764983 13.3568164 9.2163465 8.3986962 -0.1673125 8.4816110 9.7897441 7.0900298 8.8041856 7.8987314 11.5296096 3.4176095 7.6335416 TCGA-AG-3575 51 0 NA 365 rectum stage ii t3 n0 m0 male 2006 NA no rectal adenocarcinoma NA r0 0 NA 1 2 5 NA NA NA 5 6 3 3 NA NA 0 0 0 4 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.421789e-06 2.774223e-07 50 14 10 18 8 9.1319637 8.7127089 9.8890019 6.8325976 12.4717201 3.5595775 5.3321673 14.1542934 12.6051114 11.8438250 7.6039734 7.8388031 0.9746027 8.7461061 9.1344882 8.3539950 6.8934799 11.1269016 9.3924692 9.4029769 11.9784860 9.1718336 12.1479816 8.4584325 6.6328280 10.7779407 9.5253636 10.1344881 8.2082363 8.7171956 10.2623292 10.2649007 9.3987830 9.9760250 9.0190110 3.2965455 0.00166420 0.00166420 -0.00221680 -0.00498440 -0.00498440 -0.02601200 0.00610900 0.73720000 0.73720000 -0.00774820 -0.77812000 -0.79845000 -0.79845000 0.00083195 -0.00691950 0.72659000 0.75375000 -0.00360110 -0.00360110 -0.00360110 -0.26637000 1.23190000 0.00166420 0.00166420 0.00166420 -0.00463650 0.00780880 0.00907360 -0.00058923 0.01992300 0.01042400 0.00000000 0.00000000 0.02258500 -0.78850000 -0.00235530 -0.01664900 -0.00498440 0.00610900 -0.00036586 0.73720000 0.00069327 -0.09062600 -0.09062600 0.00628750 0.00628750 -0.00691950 -0.00691950 -0.78967000 0.05323700 -0.77243000 -0.77243000 -0.77243000 -0.77583000 -0.00360110 -0.77380000 -0.78673000 -0.26637000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.063 0.727 -0.772 -0.772 0.000 0.000 0.000 0.000 0.000 0.000 -0.774 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.774 0.000 0.000 0.000 0.000 0.000 0.000 -0.224 -0.224 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.063 0.727 -0.772 -0.772 0.000 0.000 0.000 0.000 0.000 0.000 -0.774 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.774 0.000 0.000 0.000 0.000 0.000 0.000 -0.224 -0.224 8.67852021 6.96330187 9.75433620 10.37442876 10.70083493 5.85725947 8.31000695 10.63728519 8.08314102 8.06737412 5.22254570 -0.02532386 NA -0.02532386 5.14453997 1.97460273 8.81382062 7.96330129 NA 8.68886223 10.80987767 3.29654551 9.82636576 10.11672382 8.10389991 7.16087986 10.17428918 9.66984510 4.55957747 11.96223609 3.67505939 4.61847360 7.40924496 10.62746175 10.49523545 9.88450986 9.63639479 7.86943468 10.77301571 7.41490421 10.02718488 9.73643390 10.36478569 11.34782453 10.88450986 NA 9.563331 9.963301 NA 13.236124 8.353995 9.767407 7.093558 10.713553 5.559581 10.421700 6.807507 13.424281 13.684239 6.729504 11.843825 8.384008 8.922984 10.674189 3.144536 9.745281 6.083141 13.661227 5.366934 9.576388 11.126902 8.928813 12.717137 9.292029 8.593002 5.636538 9.550156 10.589327 2.781968 9.973207 10.246080 10.326660 12.613053 8.908307 8.529206 15.634943 12.028203 7.991425 9.429944 7.603973 8.174289 10.326649 13.557817 10.298629 8.692293 9.329968 7.144542 11.01422130 10.61033492 0.97460273 8.71270892 10.45136300 9.88900194 8.20823631 9.43404832 9.32334485 12.90042339 5.06207853 3.55957747 9.13952373 10.65321689 9.26232909 9.90535406 11.41704198 9.01139472 14.34584891 9.16937362 8.52536342 8.57080671 10.35724078 7.95761052 4.29654551 12.13983785 9.63282821 6.57452995 10.11160793 8.80750691 9.32113056 8.99106289 9.75104974 11.24374345 9.26693830 11.61730482 NA 8.37549607 8.54765804 9.80592408 8.03531269 12.11736207 8.92298393 5.80750691 10.82245715 7.50599808 7.68886223 10.12690164 7.70484915 6.48241109 11.00409726 9.04607901 NA NA 7.45843286 NA 11.12690164 10.62566848 6.83259765 10.52343866 8.92590154 10.60852023 11.32279165 NA 8.98304547 13.54542121 7.60397344 9.66810370 11.97848599 11.34748185 9.95761038 10.16073102 2.55958970 10.60761198 8.69267024 NA 7.95761052 3.78196814 12.76231532 11.86412074 10.77794066 6.64958528 4.78197338 12.47496074 11.69486104 11.79917783 10.63817487 10.26490067 10.82948515 4.72950383 8.98863726 8.45035018 11.20643798 10.33656056 9.55769957 9.39878302 3.78196814 -0.02532386 7.67207099 1.55958970 14.43788569 9.05676586 8.18893594 NA 8.85725978 9.32996784 -0.02532386 8.10389991 6.70253704 12.31891270 4.67505374 6.88150679 TCGA-AG-3578 76 0 NA 974 rectum stage iia t3 n0 m0 female 2007 NA no rectal mucinous adenocarcinoma NA r0 0 NA 2 6 4 NA 2 3 3 6 3 1 NA NA 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7.975891e-07 1.040334e-07 42.3076923076923 15.3846153846154 11.5384615384615 15.3846153846154 15.3846153846154 10.9557409 8.7674744 11.4577898 7.0829761 13.3332438 4.4600479 9.0759329 14.0531627 14.1834678 12.1764880 8.6073525 8.5166294 0.8161491 7.1825116 9.1313392 4.5166266 10.0047785 10.0401912 10.0806322 12.8973401 10.3659743 8.1515798 11.9678404 8.3898369 6.8602552 9.7877331 10.5909767 10.8578487 8.8190045 8.9107159 9.9570193 10.2094727 10.1437422 11.0510070 10.5735796 2.8161901 0.4749500 0.4873300 0.0502500 -0.8636700 -0.8636700 1.6961000 -0.8664100 -0.3910700 -0.4060600 0.0155870 0.0155870 0.0144700 0.0144700 0.0144700 0.0283410 0.0429730 0.0429730 0.0442900 0.0442900 0.0442900 -0.2298900 -0.2437500 -0.3901800 -0.3901800 -0.3901800 -0.4234200 0.0093008 -0.4321400 0.0000000 0.0000000 0.0000000 0.0126550 -0.8820900 0.0209670 -0.8848800 0.0161900 -0.8861200 1.7197000 -0.8664100 -0.8664100 -0.4051700 0.0155870 0.0293250 0.0293250 -0.8570100 -0.8503500 -0.3775200 -0.3918500 -0.8575700 0.8926700 -0.8667200 -0.8667200 -0.8667200 -0.0140450 -0.8617600 -0.0253460 -0.8357900 -0.2298900 0.000 -0.866 -0.406 -0.406 0.000 0.000 0.000 0.000 -0.850 -0.378 -0.378 -0.858 0.000 0.831 -0.867 0.000 0.000 0.085 0.475 -0.862 0.000 0.000 -0.834 -0.399 0.000 0.000 -0.432 0.000 0.000 0.000 -0.882 0.000 -0.885 0.000 0.000 0.842 1.696 0.000 0.000 -0.244 -0.244 0.000 -0.866 -0.406 -0.406 0.000 0.000 0.000 0.000 -0.850 -0.378 -0.378 -0.858 0.000 0.831 -0.867 0.000 0.000 0.085 0.475 -0.862 0.000 0.000 -0.834 -0.399 0.000 0.000 -0.432 0.000 0.000 0.000 -0.882 0.000 -0.885 0.000 0.000 0.842 1.696 0.000 0.000 -0.244 -0.244 8.5131571 5.2085056 9.0569809 9.0969605 10.2786919 3.5166330 7.4956696 10.2095801 8.2508176 8.8161894 7.0829761 2.1381264 NA 3.6235392 9.1448644 -0.1837689 9.5677337 8.0829761 0.8161491 8.3936183 10.8687576 3.6235392 9.0593637 10.6904025 6.5975491 4.7230779 9.2837952 6.9760611 8.6834684 11.7502490 8.4345753 11.9684744 7.9506160 10.5338660 11.3150388 10.8062935 8.9454725 6.6106056 10.6261104 5.7768857 11.4391565 7.9201593 10.5114178 12.6489372 11.5304351 4.6983407 10.548357 10.511418 NA 10.879585 9.987366 11.046210 7.550899 9.669499 5.025645 10.092314 11.217069 13.522901 13.592211 7.642738 12.176488 7.182512 8.133602 10.498306 2.986120 9.177870 3.986111 13.521822 5.308044 10.741744 10.040191 8.452814 12.663051 11.070037 9.689634 4.477256 13.419004 10.903652 3.401153 11.007866 9.828814 10.558499 12.327448 9.189055 10.671058 14.121634 11.210116 10.214933 8.607353 9.119970 8.078284 11.211676 13.170301 12.184931 7.092314 9.325964 7.821814 12.0519047 10.8592169 NA 8.7674744 11.6663764 11.4577898 9.9155373 8.1868769 9.9206704 14.3317650 7.5777407 8.5576567 10.9633945 8.4886150 8.8413291 11.1715407 11.8802586 8.6931670 13.8096587 8.9115867 9.3318895 10.0035417 10.0735774 7.0060141 5.5975491 11.4703780 9.9747993 9.6187059 11.0905677 10.1199703 10.4877306 7.5975491 9.1803242 11.1375540 10.4327385 12.6406651 1.8161901 8.8956743 9.2440681 10.8295123 9.5389971 12.7491425 8.1336021 9.5338660 8.6772764 7.5026902 9.5355785 10.4528142 9.4364094 5.8605830 8.4636478 9.0593637 NA NA 8.6616798 1.4011389 10.0401912 10.3945623 5.1737431 10.9779513 8.9273252 10.3812917 10.0183134 NA 10.5483570 13.2198674 10.3736533 9.6663763 10.3659743 10.0474108 9.5458103 8.8077114 1.8161901 10.2969797 10.6280298 NA 9.2382543 6.9659366 12.8873167 10.0719735 9.7877331 7.5695397 6.4161017 12.6567708 10.0557881 10.2319313 10.3650115 10.2094727 12.1615948 3.7230779 10.3955055 7.9089468 11.7906041 10.3620325 11.7117649 10.1437422 NA 5.0256446 8.1175486 1.4011389 13.7218586 9.8605837 9.5627040 0.8161491 8.0969602 9.3259645 NA 8.3860453 6.6988324 11.9509368 5.1737431 5.9036529 TCGA-AG-3580 67 0 NA 244 rectum stage i t1 n0 m0 male 2007 NA no rectal adenocarcinoma NA r0 0 NA 1 1 5 NA 1 5 5 5 3 3 NA NA 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.040334e-06 3.814557e-07 56.0975609756098 17.0731707317073 19.5121951219512 7.31707317073171 0 9.326062 8.438537 10.739092 6.959884 13.528868 2.614097 7.750245 13.858122 13.184913 11.623471 8.309917 8.865197 NA 3.488579 9.337485 4.614109 8.753660 9.480357 10.019250 10.976783 10.654855 8.552708 12.779644 7.621604 6.314548 10.405272 10.462732 10.191538 9.148087 8.853564 10.338623 10.252460 10.151974 11.526499 10.211541 3.199076 0.00477250 0.00477250 0.01056400 -0.00097017 -0.00097017 -0.00097017 -0.00705760 1.00260000 -0.00166290 0.00083195 0.00083195 -0.02130700 -0.02130700 0.00041593 -0.02054900 -0.00553750 -0.00553750 0.60864000 0.60864000 0.60864000 0.02876300 -0.02529600 -0.01907000 -0.01907000 0.00477250 0.00374650 -0.48092000 0.01295000 -0.00110870 0.02623300 0.01838300 -0.00636040 0.00458000 -0.00401620 0.01056400 0.00000000 -0.00097017 -0.00097017 -0.00705760 -0.00705760 -0.00166290 0.00083195 -0.00110870 -0.00110870 -0.00221680 -0.00221680 -0.02054900 -0.02054900 -0.00553750 -0.00083160 -0.00083160 -0.00083160 -0.00083160 -0.02644100 0.60864000 -0.00207840 -0.02397700 0.02876300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.609 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.609 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.540899 5.158430 9.937539 8.223903 9.412851 2.614097 7.189018 10.550747 7.953959 8.029146 11.119920 3.199076 NA 4.488579 11.070805 1.614097 9.457506 8.100609 1.614097 8.328354 10.858076 3.614109 9.498788 8.770613 5.421462 6.615160 8.917890 7.286534 6.715646 12.177305 3.029152 8.800636 7.267551 10.811326 11.161646 11.878551 9.741673 5.488579 10.447779 5.386697 9.216499 8.754683 9.560528 12.120152 11.971661 3.417339 9.480357 10.779016 NA 12.053940 9.472090 10.186493 7.295933 9.305271 5.614109 9.432158 11.386148 13.110796 13.308757 7.029146 11.623471 6.504879 7.178894 10.950987 2.614097 10.011912 9.606575 12.920360 5.158430 9.747885 9.480357 6.757067 12.324054 9.803933 9.542874 4.850854 11.592343 10.012140 NA 9.480357 9.377874 10.483446 11.195309 8.871497 12.513969 14.839244 11.197818 7.849325 8.417163 8.760465 9.095236 11.320265 13.097421 11.074831 7.770613 9.498788 6.923964 11.8525136 10.9517307 NA 8.4385374 10.9110251 10.7390917 9.1940533 8.1788934 9.0625694 14.7668901 8.3052706 8.1376710 10.6178610 9.5990019 9.1763512 10.8072234 10.5359498 9.7295687 14.4849873 8.9269918 9.0844287 10.8373061 10.5319781 9.2239032 6.3329263 12.2717250 10.0192503 10.7647024 8.8365014 10.0389749 9.8746364 7.5787387 9.5089266 10.7459658 10.8917837 12.1783695 -1.5704644 8.5169863 9.6342925 10.0092859 8.7873694 12.6112883 7.1788939 5.6141091 7.6364767 6.3329263 9.4679383 9.8572828 8.6923132 6.3866989 9.9818876 8.3822933 NA 0.0291348 8.6027935 NA 9.4803574 10.4957327 5.0291481 11.6725516 9.6327728 9.9375389 10.5517279 2.6140973 10.5089267 13.4101485 8.5408991 9.5289922 10.6548552 10.3756600 9.9390395 9.4469989 2.8365099 10.9041277 10.8778397 NA 4.6141091 6.8105061 12.6750299 10.8469294 10.4052717 7.6005195 5.7015712 12.9156050 11.3116556 10.8556948 11.1978185 10.2524602 12.0611921 4.4214657 10.5008216 8.3734425 10.4096074 12.5242094 11.4777789 10.1519743 2.0291348 2.3510629 8.1023773 6.5048794 13.3506517 9.7191442 8.9360369 2.8365099 9.0290901 9.4987882 1.0291348 8.5289924 6.5369403 11.6958142 3.9360348 4.9833448 TCGA-AG-3581 63 0 NA 215 rectum stage i t2 n0 m0 male 2007 NA no rectal adenocarcinoma NA r0 0 NA 2 7 5 NA 2 2 2 7 3 3 NA NA 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.213723e-06 5.548446e-07 47.1698113207547 5.66037735849057 22.6415094339623 7.54716981132075 16.9811320754717 9.859535 8.330374 11.290989 6.654646 14.011055 1.972840 7.887706 13.935359 13.713306 13.132694 7.830804 8.129327 1.387859 5.745412 8.775877 3.972821 7.626265 9.577684 9.834943 13.147124 10.822488 8.276603 12.841645 7.682481 7.847045 10.510688 10.506801 10.370853 9.091763 8.764246 9.969060 9.859190 9.940529 11.293247 9.985912 1.387859 1.4330e-02 3.2760e-03 -5.1938e-03 0.0000e+00 0.0000e+00 0.0000e+00 -2.7724e-04 -6.6346e-01 -6.7169e-01 3.0522e-03 3.0522e-03 6.3667e-01 6.3667e-01 6.3667e-01 1.8214e-02 6.9634e-01 6.7771e-01 1.5623e+00 1.5431e+00 1.5504e+00 -1.8135e-02 -5.6173e-02 1.4330e-02 1.4330e-02 1.4330e-02 5.5309e-05 -6.7976e-01 -1.8014e-03 -2.9716e-03 -2.9716e-03 -2.1416e-02 -1.1306e-02 -1.1306e-02 2.7728e-04 -5.1938e-03 6.4524e-01 0.0000e+00 0.0000e+00 -2.7724e-04 -2.7724e-04 -6.6892e-01 3.0522e-03 -6.7095e-01 -2.4938e-03 1.6705e-02 1.6705e-02 1.8214e-02 3.4113e-02 -6.7573e-01 -6.6494e-01 -6.6494e-01 -6.6494e-01 -6.6494e-01 3.7465e-03 -6.6818e-01 -2.2736e-01 -6.7030e-01 -7.7482e-03 0.000 0.000 -0.672 -0.672 0.000 0.000 0.637 0.000 0.000 0.000 0.000 0.002 0.678 -0.665 -0.665 0.000 0.000 0.000 0.000 0.882 1.550 -0.227 -0.670 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 -0.672 -0.672 0.000 0.000 0.637 0.000 0.000 0.000 0.000 0.002 0.678 -0.665 -0.665 0.000 0.000 0.000 0.000 0.882 1.550 -0.227 -0.670 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 9.891686 6.169220 9.873689 9.267443 9.834943 3.387859 8.122570 10.832875 9.142747 9.067340 11.182276 6.654646 NA 8.895654 8.611861 NA 9.070854 7.475322 NA 8.673262 10.917290 5.864241 7.788739 9.098666 5.597314 3.714114 10.355086 6.911422 9.248947 12.877457 3.847295 9.519717 7.682481 10.648779 10.324498 12.421627 10.323025 7.169220 10.534798 6.294510 9.195215 8.707667 10.383627 12.167099 11.689928 4.127708 9.7454118 11.1098135 0.3879139 12.6703692 9.7165348 10.4363468 6.9577150 10.9434076 5.5577838 8.7187767 12.4756542 13.4351542 13.2407794 6.8700626 13.1326937 6.5171434 8.8837149 10.6142720 3.1952216 10.0332661 5.1427483 13.3904991 6.3420569 9.7748432 9.5776845 7.9114220 11.9896306 8.9951902 9.3391445 4.1320174 12.2282444 10.2872168 2.7097979 9.9424487 8.7142895 10.4739961 11.7903390 8.4963845 13.5420451 15.3679874 11.0969437 8.4300665 8.6357874 9.0317161 9.2396088 11.2450478 13.1324835 10.5838349 7.1427473 9.4512550 6.3420569 12.3263368 11.7365880 1.3878588 8.3303742 10.5286896 11.2909885 9.0673400 8.8877056 7.8714340 15.2700047 8.7232503 7.7972510 10.6238741 7.6452477 8.9386066 10.9961146 11.1225695 8.8116480 14.1806501 9.0531958 8.4753229 10.8867090 9.7097879 7.6916409 7.8956546 12.2811614 10.3007492 11.3333037 8.7277098 10.5739741 10.2674431 8.4911476 8.4267788 10.5222862 9.7142893 12.6991512 -1.2115649 9.1293268 9.6891961 10.1444162 9.2427283 13.0585161 8.8837149 7.5171426 9.3594034 7.9347541 10.3920803 9.9153368 8.3594034 7.5171426 6.5171434 7.9877728 NA NA 7.4858921 NA 9.5776845 9.7951276 6.5776841 12.1589366 8.8057123 9.8390710 9.8014879 NA 10.8411305 13.6091449 8.8996125 9.6801816 10.8224881 10.4885222 9.9558160 8.3420560 5.9114208 10.4129994 10.3677565 NA 4.7097869 7.7097883 13.2504972 10.4727745 10.5106878 7.3990873 4.7801788 13.0682194 11.1217226 10.5132733 11.4970376 9.8591895 12.0213092 5.4753216 11.0839580 8.8877056 10.2582246 10.2225048 11.8250918 9.9405290 1.3878588 0.3879139 8.7064480 3.3878588 13.5890649 9.0460714 8.4646756 0.3879139 8.7037794 9.4512550 2.7097979 7.8472917 7.5477313 11.3111874 5.2458417 6.4322546 TCGA-AG-3582 75 1 1096 NA rectum stage iv t3 n1 m1 male 2007 NA no rectal adenocarcinoma NA r2 1 NA 4 8 2 NA 3 4 5 5 3 3 NA NA 0 0 0 0 0 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 4 0 0 0 9.70978e-07 2.080667e-07 44.1176470588235 26.4705882352941 0 23.5294117647059 5.88235294117647 9.7239976 8.9614969 10.8660957 7.0286111 13.4770091 4.4760706 6.7979987 13.6632951 13.7339293 12.0754871 7.7189267 9.6619366 NA 0.5691994 9.0769740 4.3765335 8.5970857 9.4820688 10.1503801 10.6920075 10.7340864 8.2058040 12.2769700 7.8453037 6.4271603 10.2556800 10.9034528 10.8956090 10.5535980 8.5364058 9.9223263 9.9898136 9.9090295 12.0291233 9.5970855 2.5691751 -0.11822000 -0.11822000 0.89989000 1.23800000 1.23800000 1.03290000 0.01447000 0.00013921 0.00013921 -0.00622800 -0.00622800 1.01110000 1.01110000 1.02870000 3.30960000 0.26232000 -0.55286000 2.16120000 1.62390000 1.38350000 -0.01697800 -0.07837700 -0.21670000 -0.11822000 -0.11822000 -0.49494000 0.01419100 0.02020300 -0.56286000 -0.54250000 -0.55015000 -0.05953800 -0.07435600 -0.00608980 0.00958890 0.54400000 -1.18380000 -0.56694000 -0.60158000 0.01167900 0.00013921 -0.00622800 0.04145900 -0.52542000 -0.53612000 -0.53612000 0.00360820 -0.69541000 -0.57001000 -0.55276000 -0.55276000 -0.55276000 -0.55276000 -0.59058000 1.02300000 -0.54724000 -0.55537000 -0.02493500 0.000 0.000 0.000 0.000 0.000 0.000 1.029 -0.503 -0.520 0.000 0.000 -0.553 -0.553 -0.553 -0.553 0.465 0.000 -0.118 -0.118 1.624 1.624 -0.551 0.525 -0.468 0.000 0.000 0.000 -0.561 -0.561 0.538 0.538 0.000 0.000 0.544 0.544 -0.312 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.029 -0.503 -0.520 0.000 0.000 -0.553 -0.553 -0.553 -0.553 0.465 0.000 -0.118 -0.118 1.624 1.624 -0.551 0.525 -0.468 0.000 0.000 0.000 -0.561 -0.561 0.538 0.538 0.000 0.000 0.544 0.544 -0.312 0.783 0.000 0.000 0.000 0.000 8.8865922 4.8171065 9.5435941 9.1912312 9.6406419 4.4760706 7.8075842 10.4564001 8.1466084 8.6513287 8.6459952 4.2696167 1.5691994 4.8911081 7.0610331 NA 8.0690254 8.2202313 0.5691994 9.4178025 10.7087309 4.0286134 8.9223263 8.7036057 6.3505397 4.0286134 10.1857283 6.3505397 6.4271603 13.2204555 3.1541457 6.1838894 6.7391042 10.9256315 10.9123652 13.0769742 10.2953977 6.5915478 10.8674941 6.1676048 9.6271713 8.7983830 10.5160858 12.1451725 11.7865314 4.8671057 9.4426236 11.8283343 0.5691994 12.1371356 9.5262815 9.5349639 6.7590040 11.0408547 4.8911081 8.9614969 13.1131779 12.4594438 12.3965222 5.9768722 12.0754871 7.1541417 8.4146696 11.1237684 2.5691751 10.2266230 4.4760706 12.9809553 3.8911081 9.6699995 9.4820688 8.0690254 11.8814952 9.0079714 8.0529951 4.9365484 11.3398434 10.4969575 NA 9.2416047 9.9507224 10.0449129 11.1054267 8.6459952 11.8620762 15.7579959 11.0610326 8.3992194 8.5116942 9.0610325 9.2451365 11.6939212 12.8800763 10.9796203 6.4760706 10.2094245 8.0927413 11.9040114 10.9256315 2.5691751 8.9614969 11.0275861 10.8660957 8.6724674 8.3635956 8.6026024 14.6965984 8.0769743 8.5859878 10.3156938 8.1765098 8.8453041 11.5783083 10.4240478 9.2965896 14.8121303 8.9528839 9.5320755 9.5859878 10.6907130 8.8911075 6.7590040 12.0265604 10.5291814 11.9938707 9.7391045 9.8406425 9.9975397 8.3751811 9.7340863 10.7907667 9.1428267 12.6662964 NA 9.3307307 8.8312274 10.1985361 8.6459952 11.9668542 8.4146696 6.4518227 8.6513287 8.3173724 9.5550214 9.6352686 8.6436957 5.8911081 8.4083832 7.9528839 NA NA 8.4760702 0.5691994 9.4820688 8.9528839 5.6984630 11.0809322 8.9954444 10.0966565 9.5291814 0.5691994 11.3447898 13.5755056 8.9614969 9.6829217 10.7340864 10.7201960 9.9721915 9.2166380 5.2696204 9.4969574 10.0040370 NA 5.9614960 6.8545817 12.5204642 9.1101599 10.2556800 7.5116942 4.8911081 13.1967134 10.8051937 10.8683875 11.0540024 9.9898136 12.2071628 4.8171065 10.0610327 8.7590040 10.9365943 9.9528838 10.7614723 9.9090295 NA NA 8.8540268 6.0286111 13.7279470 9.4115298 8.2345152 NA 9.0585860 10.2094245 NA 8.1616363 8.7189267 11.4372303 4.3765335 5.5691781 TCGA-AG-3583 66 1 610 NA rectum stage iv t3 n2 m1 male 2008 NA no rectal mucinous adenocarcinoma NA r2 9 NA 3 7 5 NA 1 5 5 5 3 1 NA NA 7 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 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 1.525823e-06 4.508112e-07 52.6315789473684 5.26315789473684 31.5789473684211 7.01754385964912 3.50877192982456 9.301326 7.781952 10.037259 6.666474 13.441993 1.759582 7.128818 13.745953 14.216537 11.276597 7.789331 8.778248 1.174598 5.818477 8.354531 3.875062 8.909331 9.536565 9.731127 12.109418 11.210795 8.690321 12.963136 7.219016 5.657791 10.478402 8.455392 9.964155 8.168975 7.989492 9.417795 9.873257 9.619636 12.332284 9.326906 2.496539 0.01516800 0.01516800 0.00000000 -0.00027724 -0.00027724 0.01433000 0.02292900 0.77118000 0.00182620 0.01070300 0.01070300 0.72697000 0.72697000 0.72697000 0.05836700 0.06938200 0.07254000 0.84100000 0.84100000 0.90492000 -0.06866300 -0.08531300 -0.75702000 0.02539000 0.01516800 0.00636180 -0.36136000 -0.37256000 -0.00498440 -0.00498440 -0.02338300 -0.01161100 -0.01161100 0.00000000 0.01796300 -0.00269430 -0.00027724 -0.00027724 -0.78866000 0.04599100 0.01656500 0.01070300 -0.00249380 0.01429600 -0.34320000 -0.34320000 0.08392000 0.05836700 0.06938200 -0.78032000 -0.78032000 -0.78032000 -0.78379000 0.04968200 -0.77133000 0.03284500 -0.75053000 -0.06866300 0.000 0.000 0.000 0.000 0.000 0.000 0.727 0.000 -0.343 0.000 0.000 0.000 0.000 -0.780 -0.780 0.000 0.000 0.000 0.000 0.060 0.831 0.000 -0.751 0.000 0.000 -0.361 -0.361 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.373 -0.373 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.727 0.000 -0.343 0.000 0.000 0.000 0.000 -0.780 -0.780 0.000 0.000 0.000 0.000 0.060 0.831 0.000 -0.751 0.000 0.000 -0.361 -0.361 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.373 -0.373 0.000 0.000 9.534371 6.128817 10.043444 8.398623 9.800330 1.759582 7.069439 11.391367 7.811246 7.969037 9.525561 6.032603 NA 7.888867 8.487504 NA 10.294859 8.111259 NA 8.682416 10.361973 2.759582 9.306478 10.347049 6.384074 6.832833 9.494294 5.981976 8.796673 12.289665 4.174622 10.462334 8.229904 11.417795 10.316728 11.320554 10.737818 6.818477 10.321126 5.353337 9.448417 8.329693 10.714749 11.696291 11.441993 2.373119 9.032602 10.314173 NA 11.455972 8.702099 9.719586 6.634053 10.411831 5.847047 9.813057 12.125177 13.004344 13.265891 7.148577 11.276597 6.789331 7.478402 11.825673 2.496539 9.752050 5.174622 13.251437 5.219014 9.673889 9.536565 6.422549 12.065646 9.686374 9.020112 4.048437 12.289014 10.069439 1.174598 9.523349 9.075488 10.066405 11.300681 8.417796 12.862434 15.703685 11.857177 8.995726 8.850578 8.518917 8.895721 11.061057 13.362747 10.398515 7.334492 9.293562 6.600887 11.6113330 10.7680125 1.1745982 7.7819518 10.6774532 10.0372588 8.8854279 9.0263705 8.4738295 15.1324045 8.4920338 7.1288182 10.1346233 8.1229884 9.3767453 10.4875043 11.3103307 8.7453120 14.5850727 7.9160884 8.2190155 11.3871178 11.4124289 8.4738295 7.7368639 12.5993126 10.1647253 11.1795441 9.9543407 9.2752837 9.8470467 10.1585698 9.5474865 10.4355409 10.2594297 12.5196828 2.1746301 8.6903214 10.1617432 9.9311778 9.0994338 12.0739783 7.4784024 7.9884024 7.0572640 6.4034399 9.6624613 10.1142006 11.0994710 5.7292101 9.8238775 7.8328331 NA NA 7.4692421 NA 9.5365653 10.1244481 5.4965486 11.7373408 9.6422270 9.7966732 10.7425775 0.1746621 9.8646194 13.8337254 8.3090479 9.6381457 11.2107950 10.6381458 9.5945816 9.0542046 4.8184774 10.2121683 10.3605374 NA 7.3445462 7.3243687 13.5643872 11.1031176 10.4784022 7.4034399 5.6340530 12.0747335 11.3557737 11.7025870 10.3026157 9.8732566 11.6035049 3.9819805 10.2312591 7.9755213 10.5376610 10.6164244 10.8931543 9.6196362 2.1746301 3.3445445 8.8274307 4.0815101 13.4552472 9.2935625 8.6299485 2.4965390 9.0187307 9.2935625 3.3445445 8.4034403 7.7520501 11.5239026 3.9819805 6.8750612 TCGA-AG-3584 60 1 730 NA rectum stage iv t3 n2 m1 male 2008 NA no rectal adenocarcinoma NA r2 20 NA 5 6 4 NA 1 1 5 7 3 3 NA NA 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363002e-07 1.733889e-07 50 15.625 18.75 12.5 3.125 9.779731 8.931055 10.879719 7.125227 13.400042 2.633385 8.065221 12.347706 13.867494 12.463626 7.887616 8.614466 4.048411 3.048411 8.648325 4.048411 9.103695 9.741899 10.524146 12.417191 9.947769 7.388262 12.880115 7.388262 5.507845 10.039934 10.922625 9.923394 8.738410 8.953258 9.286817 9.594207 10.146444 11.265764 8.887616 2.048411 0.0280600 0.0280600 0.7425200 0.1368700 0.1368700 1.4581000 0.0192200 0.0038854 0.0038854 0.0139110 0.0139110 -0.0193020 -0.0193020 -0.0123110 0.0317180 0.0723960 0.0723960 1.5438000 1.5101000 1.5101000 -0.3579000 0.6454300 -0.6700200 -0.7213800 -0.7262300 -0.0013858 -0.7405400 0.0632230 0.0000000 -0.0203110 -0.0134020 -0.0049844 -0.0047079 -0.7477800 -0.7548700 0.7087000 -0.7569400 1.4757000 0.0192200 0.0210430 0.0038854 0.0085150 -0.0342230 0.6070200 -0.7250000 -0.7250000 0.0317180 0.0317180 -0.7291400 -0.7002800 -0.7131000 -0.7198800 -0.7198800 0.0246890 -0.7561600 -0.7216300 -0.7462900 -0.3579000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.685 0.000 0.000 -0.729 0.000 -0.713 -0.713 0.000 0.000 -0.721 -0.721 1.510 1.510 -0.722 0.000 0.000 0.000 -0.741 0.000 0.000 0.000 0.000 0.000 -0.742 -0.742 0.709 0.709 -0.620 1.458 0.000 0.000 -0.358 -0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.685 0.000 0.000 -0.729 0.000 -0.713 -0.713 0.000 0.000 -0.721 -0.721 1.510 1.510 -0.722 0.000 0.000 0.000 -0.741 0.000 0.000 0.000 0.000 0.000 -0.742 -0.742 0.709 0.709 -0.620 1.458 0.000 0.000 -0.358 -0.358 10.0900714 5.5719741 10.6473952 9.5680485 9.6631220 4.4407263 8.1621541 10.8297719 8.8460736 8.4364296 11.2909909 6.0026080 NA 7.8685911 6.0928058 NA 9.9110496 7.9001610 0.0483757 9.2183373 9.6886572 5.4407297 8.4059643 8.9492790 7.5562071 3.3703457 11.0434727 6.8685917 10.6575910 12.9131787 6.9432298 7.8876160 7.9492793 10.6286708 10.5631263 12.0585906 9.5302116 7.8297722 10.1807063 6.4468997 9.5139786 8.4107066 10.5170363 11.7789715 11.1138284 4.7438488 9.599159 11.042058 NA 12.654586 9.495496 9.774630 7.125227 12.153011 6.070780 9.195617 12.452755 12.819283 12.850121 6.762657 12.463626 6.906393 9.520087 10.756634 3.048411 11.400102 5.540266 12.892726 4.803299 9.571974 9.741899 8.374842 12.002609 9.612562 8.648325 5.646837 11.378769 10.480954 3.218332 9.623952 9.670464 10.498592 11.002609 8.595307 12.657591 15.496299 10.737537 8.065221 8.135875 9.390487 9.819902 11.262695 13.117862 10.648195 6.829772 9.542268 6.440730 12.819283 11.567065 NA 8.931055 10.948524 10.879719 8.809964 8.208284 8.568048 13.808730 7.218338 8.172534 11.185403 8.002609 8.924929 11.580768 10.142490 8.686233 14.026139 7.955303 9.154321 10.892333 10.114501 8.065221 7.532228 12.273318 10.489281 11.767373 10.167353 10.868591 11.020674 9.127737 9.172534 10.609700 9.485124 13.227959 3.858856 9.604918 9.425341 10.218337 8.319875 12.554472 9.520087 6.507844 9.927995 8.625841 10.542268 10.187964 9.515325 5.906393 7.776332 9.310507 5.979150 3.748848 8.172534 NA 9.741899 9.715524 6.803299 12.321334 8.324537 11.074936 9.372593 1.633385 11.503739 12.946447 9.650183 10.556207 9.947769 10.558187 9.971740 8.745380 4.296340 9.495496 10.644304 1.633385 4.370339 7.002608 12.834069 9.363517 10.039934 7.296340 5.048411 11.964292 10.510914 11.300486 12.178339 9.594207 11.814941 5.803299 10.896253 9.100980 10.698566 9.398711 12.042412 10.146444 2.633385 1.633385 7.929710 8.208284 13.324100 8.552238 8.918777 1.633385 8.949611 9.542268 NA 7.333815 7.125227 11.340158 4.748853 5.855768 TCGA-AG-3586 72 0 NA 31 rectum stage iii t3 n2 m0 female 2006 NA NA NA NA r0 4 NA 3 9 4 NA 1 5 5 7 3 3 NA NA 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213723e-06 1.109689e-06 17.910447761194 13.4328358208955 19.4029850746269 31.3432835820896 17.910447761194 8.991837 8.441413 10.748372 6.540328 14.070206 NA 7.735144 13.908789 13.444899 12.199056 7.998179 8.225985 3.165285 2.487229 9.020157 4.165285 7.809145 10.112195 9.980672 10.495085 10.678029 8.704448 12.919132 7.374742 1.165301 7.750251 10.480438 10.183489 7.816341 8.017725 10.442576 7.113539 9.744605 11.560287 9.877816 2.165301 0.00181430 0.00000000 0.00709400 -0.76757000 0.70702000 0.69859000 -0.00483480 0.00139810 0.01587800 0.00834650 -0.00345140 1.30100000 1.30100000 1.31960000 0.01867400 0.03088900 0.03088900 0.51578000 0.51578000 0.49201000 0.05026200 0.01685600 0.01825500 0.00570330 0.00181430 -0.01997400 0.02512100 -0.00884130 -0.00607910 -0.02355400 -0.03993000 -0.01215100 -0.03515300 0.00709400 -0.00815110 -0.01793000 -0.80293000 0.70702000 -0.00483480 0.01937400 -0.01600500 0.02231600 -0.00418710 0.00084330 0.01322500 -0.00059989 0.01071400 0.01867400 -0.57801000 0.00028862 -1.29290000 -0.01628000 -0.02913100 0.00014998 0.51282000 -0.01930300 0.02680600 0.03539400 0.000 0.000 0.000 0.000 0.000 0.000 1.301 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.069 0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.301 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.069 0.699 0.000 0.000 0.000 0.000 9.201462 5.335215 10.288117 9.054032 9.436752 3.750253 7.514017 10.791910 6.096026 8.153974 10.433246 5.023269 NA 6.765202 7.035654 NA 9.297146 7.940076 NA 8.047932 11.089359 3.495849 9.422677 9.896608 5.591554 4.557606 9.315036 5.779998 8.066155 12.664886 5.657143 8.119485 7.304840 10.448377 11.359430 11.719398 10.122391 7.119485 10.192365 5.450690 9.179309 8.751941 10.403694 11.847151 11.468499 4.011281 9.225985 10.514017 0.165301 11.875234 9.128185 9.926840 6.823500 10.227335 4.920174 9.281633 11.823947 13.136114 13.186095 6.413217 12.199056 6.096026 8.578917 11.017818 2.487229 9.736624 3.972647 12.960314 2.750242 9.879534 10.112195 7.574680 12.081168 9.507364 8.889803 5.029722 13.160703 9.661144 2.750242 9.535976 9.017038 10.300998 11.072931 8.107803 12.334901 14.559801 11.244774 7.742718 7.879534 9.041806 8.394108 11.275100 13.086944 10.872648 7.252752 8.325160 7.742718 12.088245 11.467356 NA 8.441413 10.888096 10.748372 8.816341 8.459909 8.379608 14.754633 7.979070 7.991837 9.800100 7.422677 8.893209 10.907598 10.792823 9.568855 14.676362 8.587353 8.616500 10.719878 10.592602 7.072180 5.750250 11.587354 10.177913 10.796466 9.962950 9.755876 10.070676 7.932546 9.322636 10.788256 9.480438 12.731431 -1.434013 8.712183 9.145228 10.247438 9.284230 13.484961 8.578917 7.794645 8.198712 8.268577 9.828847 10.037194 9.266661 7.624720 5.522840 9.389290 NA NA 7.072180 NA 10.112195 8.692766 5.165289 11.908019 8.661144 10.340214 11.163879 1.750263 10.523940 13.728604 8.649105 9.190428 10.678029 10.696670 9.923512 8.913482 2.750242 9.719878 11.013935 NA 4.557606 5.209683 13.067664 9.764532 7.750251 7.273813 5.072179 12.915786 11.361891 11.061621 11.388687 7.113539 12.109635 5.209683 10.818134 7.991837 10.789170 10.790998 11.512910 9.744605 0.165301 5.165289 7.893005 6.072179 13.041614 9.561894 8.649105 0.165301 9.050985 8.325160 0.165301 6.985467 6.231379 11.649608 3.750253 4.972642 TCGA-AG-3587 65 0 NA 1400 rectum stage i t2 n0 m0 male 2007 NA yes rectal adenocarcinoma NA r0 0 NA 2 4 4 NA 1 3 5 5 3 1 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.733889e-06 5.548446e-07 54.5454545454545 16.6666666666667 7.57575757575758 16.6666666666667 4.54545454545455 8.137082 8.576994 11.118140 7.379055 13.509853 4.876556 8.046480 13.803217 13.630468 11.947570 8.186410 8.581611 NA 5.420876 9.266007 4.379053 8.799387 9.029684 10.410533 8.204481 11.072952 8.079494 12.992682 7.683910 4.608460 9.828810 11.001537 10.644739 9.646943 8.118586 9.352288 9.774380 9.079495 11.377728 9.919126 3.751024 0.4361400 0.3870000 0.3335100 -0.6449000 -0.6449000 1.7130000 0.3701200 0.3365800 -0.1247300 0.4196500 0.4196500 1.5193000 0.7332200 0.7332200 -0.0579240 0.3004200 0.3190600 2.3244000 0.8013100 0.8417900 -0.0111980 0.6965200 -0.1428400 0.9676100 0.4361400 0.1206400 -0.0746780 -0.0796090 -0.0878890 -0.0878890 -1.1964000 -0.0070576 0.0000000 0.3556100 -0.1485000 0.4302400 -1.2465000 0.3872100 -0.1107700 0.3827000 -0.1247300 -0.1038100 0.5032500 -0.6453700 -0.1396200 0.3503900 -0.0579240 -0.0579240 -0.1938700 -0.5941900 -0.5941900 -0.5941900 -0.5941900 0.2867500 1.7594000 -0.6389700 -0.0486130 -0.0111980 -0.105 -0.105 0.337 0.212 0.378 0.378 0.733 -0.629 -0.140 0.000 0.000 0.125 0.319 -0.594 -0.594 0.503 0.678 0.436 0.436 1.422 1.422 -0.639 0.000 0.121 0.121 0.000 0.000 0.000 0.000 0.481 0.000 0.202 -0.131 0.423 0.423 1.117 1.762 0.393 0.000 0.000 0.000 -0.105 -0.105 0.337 0.212 0.378 0.378 0.733 -0.629 -0.140 0.000 0.000 0.125 0.319 -0.594 -0.594 0.503 0.678 0.436 0.436 1.422 1.422 -0.639 0.000 0.121 0.121 0.000 0.000 0.000 0.000 0.481 0.000 0.202 -0.131 0.423 0.423 1.117 1.762 0.393 0.000 0.000 0.000 9.4764674 5.2915925 10.3737411 8.4912643 9.5816109 4.1984863 8.7469194 11.2089641 9.3817045 8.2859454 8.6752962 2.2916036 NA NA 3.8765562 0.2916036 10.1634972 8.5489798 0.2916036 9.3522880 10.7540943 3.9920342 9.0364259 8.4105332 5.6135199 4.7510245 10.4801809 7.1864094 5.8151527 12.0819405 3.8765562 7.4413391 7.1864094 10.8346238 10.8671313 12.7283036 10.2845303 6.0989480 9.9047001 5.6962220 8.8652393 8.4022579 10.2645719 12.5069642 11.4489389 4.7470812 9.738675 11.905381 NA 11.779432 9.863345 10.143341 6.734535 10.436250 5.291593 9.486349 12.962248 13.063288 13.012264 7.548980 11.947570 6.520411 8.928217 11.146460 1.291604 10.862880 7.174235 12.960920 5.846180 10.217680 9.029684 7.451463 12.125273 9.626982 9.033059 5.197040 7.791438 10.793429 3.291589 10.064731 10.155778 10.465269 11.206724 8.335986 12.957594 16.138325 11.228966 8.857646 9.198483 9.783445 8.902617 11.017793 12.722306 10.689267 7.657914 8.525212 6.815154 11.3677396 11.9993825 NA 8.5769941 10.6752963 11.1181405 9.1053732 8.5862127 8.3250149 14.8540342 8.2104551 7.7178567 11.1085756 7.9850791 8.7754078 11.0084115 10.7168079 9.2600285 14.5047722 8.7136566 8.7591975 10.5942309 10.4937159 9.1619567 5.4615155 12.2577369 10.6247474 12.0831619 9.5839137 10.4400686 10.9498035 7.8372514 9.4387968 10.4602641 9.4739863 11.9083476 2.8765464 8.7713723 9.5243008 9.9833355 6.8614480 11.1947207 8.9282166 7.0729515 9.2044814 7.8538341 9.7510236 9.0092685 8.5754674 5.9354480 9.4182964 8.6044750 3.6135199 3.0989416 9.4912643 NA 9.0296842 9.4615171 6.2688723 11.7068056 8.8952184 9.6469431 9.3549872 0.2916036 10.8942909 13.2956369 8.9745867 10.0778617 11.0729518 9.9209486 10.2774340 8.8307510 5.1495724 9.2774339 9.3048309 NA 6.7673251 5.8461799 13.3864944 9.7303839 9.8288104 7.8189911 5.6135199 12.4053342 11.0296843 10.6202669 11.3353029 9.7743799 12.0305287 4.8765562 11.0431361 8.6403201 10.3291390 10.8812432 12.0406234 9.0794947 0.2916036 6.0729526 7.9812407 6.9354480 12.9756831 9.3710768 7.8229736 NA 8.8284996 8.5252119 8.5862127 7.7009827 8.1557781 11.3817045 5.9920319 5.3359870 TCGA-AG-3591 66 0 NA 1035 rectum stage iia t3 n0 m0 female 2007 NA yes rectal adenocarcinoma NA r0 0 NA NA NA 4 4 1 5 3 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.2156750 8.2231435 10.6549989 6.8736397 12.6381034 3.8987308 5.4670153 13.7462136 13.9623577 12.0370461 8.0714162 7.9891163 -0.9593179 11.3972011 9.1661626 5.3261526 9.5534895 10.0912780 9.3307679 11.5811194 11.6212433 8.7771511 12.6426360 7.8924985 7.6405877 10.4081639 10.1215667 10.0101357 8.6846052 8.2258972 9.2671615 8.8143995 10.2647508 10.9974883 9.8262016 4.3261490 0.6760400 0.6801200 0.2766300 1.1573000 1.1573000 1.1573000 -0.1986200 0.6860800 -0.7453400 -0.2380200 -0.2490700 0.2741100 0.2741100 0.3108100 -0.1709400 -0.2031100 -0.2031100 0.3116100 0.3116100 0.3732500 0.6189700 -0.2102000 0.2588700 0.2271500 0.6760400 0.1955200 0.2451300 0.2378900 1.6311000 -0.0031496 0.0000000 -0.2516400 -0.7745600 -0.2337400 -0.2531000 -0.2732000 -0.7643400 1.1573000 -0.1986200 -0.1986200 -0.7514900 0.2236000 -0.7118500 -0.1946200 -0.6993800 -0.6993800 -0.1709400 -0.1709400 -0.7239400 1.2637000 -1.2834000 -1.2929000 -1.2929000 0.2883400 0.3116100 -0.1666300 -0.2989800 0.6189700 -0.199 -0.199 0.686 -0.751 -0.238 -0.238 -0.193 -0.195 -0.699 -0.171 -0.171 -0.724 -0.203 -0.029 -1.293 0.120 -0.169 0.680 0.680 0.312 0.312 -0.167 -0.299 0.196 0.196 0.245 0.245 -0.754 0.000 0.270 0.030 -0.234 -0.234 0.050 -0.206 -0.762 0.395 0.272 0.272 -0.173 -0.173 -0.199 -0.199 0.686 -0.751 -0.238 -0.238 -0.193 -0.195 -0.699 -0.171 -0.171 -0.724 -0.203 -0.029 -1.293 0.120 -0.169 0.680 0.680 0.312 0.312 -0.167 -0.299 0.196 0.196 0.245 0.245 -0.754 0.000 0.270 0.030 -0.234 -0.234 0.050 -0.206 -0.762 0.395 0.272 0.272 -0.173 -0.173 8.7839006 6.3716669 8.4691094 8.9551343 10.4043364 2.3626663 7.1700322 10.8380053 6.0851442 8.4416287 8.6313361 3.1282109 1.0407522 4.8987308 9.2318085 -0.9593179 8.9920339 8.9431243 NA 8.2743688 11.2665591 1.6256913 9.4222921 9.5721306 5.1904963 6.5001806 9.1148907 5.1904963 9.0589493 12.1068383 5.5643111 13.1780606 7.6554592 9.9057091 11.3657734 10.7635567 9.6087052 5.7549944 10.9388366 6.4132657 11.1518848 8.6531937 10.6485418 11.5134425 11.4517304 1.6753643 10.25324559 9.88388501 NA 10.93556693 9.59916992 9.80727812 6.53260217 10.25020247 5.06311892 10.53159999 12.05215114 12.85853228 13.00680392 6.91726585 12.03704611 5.21067329 8.33995731 11.10851962 0.04068206 9.34567092 6.94161577 13.12622161 4.28867601 9.71934929 10.09127802 6.25991835 12.53672908 9.63880170 8.99930187 4.22938796 11.15969023 10.83109763 2.04075219 10.56480103 10.21442635 10.65775736 11.57480883 8.45226019 11.44349477 15.34185966 11.89034975 9.11355179 9.05476954 8.41795966 8.45649077 10.89132668 13.85898181 11.32609647 7.66645766 10.38781680 7.89873016 11.14698494 10.46491541 0.04068206 8.22314352 10.45807425 10.65499889 9.12821193 9.27676324 8.55250196 15.15010992 8.00941604 7.71317478 9.49196029 8.18285614 9.08377635 10.33479551 11.62500705 8.74888451 14.14050789 9.63600663 7.90493502 9.85051723 10.49453422 7.33995687 6.76866999 12.32296885 10.52052941 9.91956638 10.12555760 9.17774018 9.19809605 7.60893340 9.10549187 10.76099341 9.45437703 12.69694606 NA 8.44376121 8.24532024 9.86411633 10.49710356 11.95232840 8.33995731 9.52355706 7.05197672 6.69896020 9.27795918 10.20628424 8.57382590 8.22810101 4.12821090 9.78726349 NA -0.95931794 6.76866999 0.04068206 10.09127802 9.58667900 5.30753417 11.56013968 8.83353940 10.10279524 10.17581711 -0.95931794 9.89639629 14.38146858 9.35929187 9.65177393 11.62124328 11.00833568 9.22065813 8.59533805 5.38059786 10.02160270 9.67990897 -0.95931794 4.62570884 7.56431109 12.63938327 10.14075438 10.40816391 7.45860183 6.20062009 13.65067814 11.60941784 10.83881589 10.76056577 8.81439949 11.18317533 3.12821090 9.91265436 8.08240828 11.38947733 11.10380715 10.95812122 10.26475081 1.62569131 0.04068206 8.58772089 2.84809709 13.62905389 10.07966811 8.64807962 0.04068206 8.42311381 10.38781680 -0.95931794 7.90493502 6.37166689 12.04742589 3.56431719 7.95662881 TCGA-AG-3592 68 0 NA 1035 rectum stage iia t3 n0 m0 male 2007 NA no rectal adenocarcinoma NA r0 0 NA NA NA 2 4 NA NA 4 4 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.912581 8.434807 11.084848 6.942954 13.602467 3.605921 6.380359 13.912032 13.414756 11.469453 8.003650 9.290945 -1.642054 2.527921 10.104506 3.402381 8.910661 9.825088 10.941074 8.783207 10.755934 8.428113 12.650601 7.956044 6.099325 9.819471 11.015533 10.460624 9.713893 8.184810 9.965322 9.022732 9.512177 12.121619 9.693382 2.527921 -0.010784 -0.015907 0.503590 0.338080 0.338080 0.469640 -0.553130 0.491190 0.505500 -0.014778 -0.014778 1.556100 1.556100 1.508600 0.465850 -0.026441 -0.026441 2.245700 2.280900 2.328900 0.199400 0.095653 -0.013120 -0.013120 -0.010784 -0.025884 -0.514240 0.128150 -0.226380 -0.258170 -0.261340 -0.016292 -0.039723 -0.541380 -0.018056 1.156900 -1.292900 0.338080 -0.523280 0.060936 0.486640 -0.014778 -0.556570 -0.556570 -0.527470 0.000000 0.014330 0.467930 -0.026441 -0.557670 -0.842110 -0.562260 -0.562260 0.424520 -0.032587 -0.027945 -0.027261 0.199400 0.000 0.000 0.491 0.491 0.000 0.000 1.509 -0.557 0.000 0.466 0.466 0.000 0.000 -0.558 -0.558 0.425 0.425 0.000 0.000 1.022 1.022 0.000 0.000 0.000 0.000 0.491 0.491 -0.226 -0.226 0.000 0.000 0.504 0.504 1.814 1.814 -1.293 0.338 1.561 0.211 0.110 0.110 0.000 0.000 0.491 0.491 0.000 0.000 1.509 -0.557 0.000 0.466 0.466 0.000 0.000 -0.558 -0.558 0.425 0.425 0.000 0.000 1.022 1.022 0.000 0.000 0.000 0.000 0.491 0.491 -0.226 -0.226 0.000 0.000 0.504 0.504 1.814 1.814 -1.293 0.338 1.561 0.211 0.110 0.110 8.71444370 5.34667683 9.38796905 8.97821136 9.59041264 4.05842907 8.10953556 10.50583249 7.16212240 8.92974426 9.23680901 3.64339445 -0.05709145 3.78425269 7.98187320 -0.64205395 8.94576921 8.34098501 -1.64205395 8.68217226 10.83042861 2.44546187 9.19088174 8.61537951 5.46651619 1.57521550 9.98643725 4.94295546 5.74169618 12.91963758 1.52792108 5.93541967 7.01976973 11.53960983 11.11454799 12.58793701 10.11829574 6.50265044 10.84484171 5.58305568 9.32665846 8.73004041 10.48211296 12.10770085 12.10450598 4.10510813 9.262626 11.191870 NA 12.220242 9.244450 9.882533 7.489849 10.640501 5.276854 9.379666 12.840169 12.706443 12.773799 6.306359 11.469453 4.643394 8.743854 10.965784 2.165333 10.639342 4.972702 12.215001 4.547814 9.890835 9.825088 7.429454 11.908017 8.285770 8.309276 5.350646 10.013522 10.375148 1.165365 9.638762 10.203874 9.939192 11.526350 8.525410 12.597441 14.373574 10.836003 9.117047 8.317994 9.498182 8.928796 12.172374 13.166503 10.674242 7.388659 9.964397 8.096084 11.5410067 11.2582924 -1.6420539 8.4348071 11.4880795 11.0848484 8.8407996 9.2128601 9.0170957 15.3101525 7.8932669 8.0233274 10.4837279 9.1685633 8.1028255 10.8655386 10.3295352 9.5586390 14.6865263 9.0063494 9.8372667 10.1344247 9.6793561 8.5963963 6.9164122 12.0782359 10.7928805 11.1938447 9.9063319 10.0290903 10.2509139 7.8747158 10.2482559 10.8296668 9.1892988 12.4740610 NA 9.3775823 8.7545107 9.9240457 8.2588585 12.7708922 8.7438539 6.1327783 7.8255974 8.3761918 9.6520379 9.4988215 8.4769329 5.4975421 7.3664201 8.5128096 NA NA 7.7243140 NA 9.8250877 9.2352757 5.4454552 11.3919308 9.2306666 9.8174232 9.5020125 0.9429836 10.8961806 13.5014147 8.6142004 9.0242158 10.7559336 10.2229516 10.2109113 8.9240455 5.0722387 9.4037513 11.1254934 -1.6420539 5.4769325 7.1781708 12.8231116 8.8795921 9.8194712 7.7048381 5.4769325 12.6983981 11.0110606 11.4877576 11.4885622 9.0227323 11.9071747 4.6799192 10.4304592 8.0215497 10.1877144 10.4381429 11.3427661 9.5121769 NA -1.6420539 7.8188365 0.9429836 14.0380214 9.7599378 8.2931566 -1.6420539 8.7689412 9.9643969 1.1653653 6.7631327 8.5428670 11.8903476 4.4023879 5.3352724 TCGA-AG-3593 72 0 NA 1035 rectum stage iia t3 n0 m0 female 2007 NA yes rectal adenocarcinoma NA r0 0 NA 3 1 2 NA 1 1 5 5 3 3 NA NA 7 0 0 0 0 0 0 0 0 0 0 0 1 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 2.011312e-06 6.242002e-07 25 11.8421052631579 21.0526315789474 15.7894736842105 26.3157894736842 9.670125 9.376334 11.117339 6.920269 13.623079 4.049901 8.015689 14.510560 13.712017 11.778676 8.353686 9.256919 NA 5.219831 8.764150 3.049910 9.446510 9.365054 10.504204 12.045672 10.351401 8.895395 12.570278 8.224830 6.158012 10.134713 10.457173 10.733777 9.302570 8.439213 9.781224 9.593401 9.307293 11.094982 10.427115 4.750344 0.453260 0.448840 -0.273680 -0.327740 -0.864210 0.081322 -0.341710 1.122500 0.076932 -0.469080 -0.469080 0.625420 0.625420 2.146500 0.029044 0.157110 0.163250 1.589000 2.020600 1.090800 -0.192370 -0.097891 -0.515170 -0.515170 -0.515170 0.126530 0.137320 0.077142 -0.402720 -0.365330 -0.421600 0.055800 0.027076 -0.273680 -0.273680 0.017124 -0.912700 0.083487 -0.380410 -0.358810 0.058879 -0.469080 -0.825700 -0.864990 -0.442210 -0.490890 0.044857 0.027945 -0.864210 -0.862550 -0.862550 -0.862550 -0.862550 0.000000 0.174520 -0.842110 -0.348240 -0.192370 -0.359 -0.359 0.000 0.000 -0.469 -0.469 0.579 -1.293 -0.491 0.000 0.000 -0.707 0.157 -0.863 -0.863 0.000 0.000 -0.066 0.449 0.124 1.091 -0.842 -0.348 0.124 0.124 0.593 0.593 -0.403 -0.403 0.000 0.000 -0.274 -0.274 0.000 0.000 -0.887 0.000 -0.347 -0.347 -0.111 0.000 -0.359 -0.359 0.000 0.000 -0.469 -0.469 0.579 -1.293 -0.491 0.000 0.000 -0.707 0.157 -0.863 -0.863 0.000 0.000 -0.066 0.449 0.124 1.091 -0.842 -0.348 0.124 0.124 0.593 0.593 -0.403 -0.403 0.000 0.000 -0.274 -0.274 0.000 0.000 -0.887 0.000 -0.347 -0.347 -0.111 0.000 8.668290 5.297833 9.557700 8.837807 9.796419 3.857264 8.194563 10.069496 7.863686 7.895395 8.385295 3.634872 1.049910 2.049910 7.729385 1.049910 9.107897 8.429283 1.049910 8.353686 10.674700 4.297830 8.675614 9.007007 6.459296 4.857259 9.252029 6.199653 7.049905 12.690602 3.371838 8.608326 8.021449 10.990953 11.762862 12.281126 10.024320 4.297830 11.181691 6.378850 9.695563 8.475289 10.803122 12.169812 12.168522 5.124154 10.138693 11.291292 NA 11.966904 10.567574 10.556708 7.998272 10.061132 6.027185 9.557700 12.134713 13.252182 13.871779 7.115995 11.778676 6.634868 8.668290 11.625917 3.634872 9.791422 8.926422 13.493626 4.573465 9.739903 9.365054 7.831265 12.167873 10.502146 8.814777 5.396509 11.838215 10.338771 1.634872 9.931019 10.017131 10.582261 11.664615 9.492848 13.243584 14.634540 11.387527 8.021449 8.697363 9.254476 8.604494 11.034259 13.171115 11.593328 7.126721 9.589064 8.420592 11.30552366 11.10992524 0.04990952 9.37633445 11.21355458 11.11733927 8.87008386 8.38975479 8.71520528 15.38424245 8.87327215 7.90788571 9.45504646 8.42928329 9.45717277 10.75467317 10.11060089 9.76174386 14.58882131 8.70095671 9.60257398 9.56165759 9.51342936 9.86368607 7.31669154 12.09771047 10.75812667 10.86528818 9.89225531 9.88121218 10.12404633 8.12490243 9.62544420 10.95904793 9.83453979 12.00895413 2.04990952 8.79137195 9.06930099 10.01424579 8.95979797 12.77846320 8.66829041 7.88279465 7.28830965 8.29783245 9.08332800 9.22732449 7.28830965 6.02718502 9.95979797 8.60065185 1.04990952 NA 8.25447594 2.04990952 9.36505449 9.75553724 5.33530817 11.20092146 8.81477663 9.30493353 9.30964824 0.04990952 10.74426278 13.19583706 8.77441876 9.26179312 10.35140108 10.22358207 9.91099178 9.26665070 3.75034924 10.25325292 10.12977628 NA 7.59679951 7.75034455 12.75661676 9.87804141 10.13471329 7.35368586 5.88279465 12.53422432 10.95152609 11.21166664 10.37070549 9.59340083 11.94396475 5.13736826 10.79473873 8.49698796 10.53170437 10.00938525 11.57542570 9.30729281 2.37183762 0.04990952 8.15004172 4.57346542 13.25355878 9.32602921 8.22981381 2.85726444 8.66461474 9.58906365 1.04990952 7.57346693 7.43360881 11.99021851 4.13736417 8.12672047 TCGA-AG-3594 77 1 61 NA rectum stage iia t3 n0 m0 male 2007 NA no rectal mucinous adenocarcinoma NA r0 0 NA 1 4 4 NA 3 1 5 6 3 3 NA NA 6 0 0 0 2 4 0 0 0 0 0 0 7 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 7 0 0 9.363002e-07 4.508112e-07 52.5 15 17.5 15 0 9.857332 8.780801 11.300865 6.300256 13.477743 4.178268 8.009666 12.940832 13.582781 11.983725 7.818723 8.470181 NA 11.614365 9.410475 6.376205 8.973446 10.619257 10.053699 14.860434 9.740059 7.784290 12.674826 7.500194 4.483119 10.370414 10.398004 11.285560 8.204545 8.778773 9.750799 9.536604 10.524388 8.204545 9.673886 1.675771 0.00000000 0.00000000 0.00263570 1.90060000 1.28300000 0.69634000 -0.00532020 0.01235600 -0.67380000 0.65866000 0.65866000 1.99250000 1.99250000 -0.66031000 -0.00912860 -0.00027724 -0.00027724 -0.00027724 -0.00027724 -0.00027724 -0.57081000 0.51769000 -0.01450300 -0.01450300 -0.67619000 -0.02104800 -0.00268090 0.00958830 -0.01134700 0.01684500 0.00666530 -0.00097017 -0.00097017 0.00263570 -0.69154000 0.00235810 -0.68597000 -0.02985700 -0.00532020 -0.00532020 -0.67380000 0.65866000 0.00513590 -0.01064600 0.00273580 0.00777830 -0.00912860 -0.00912860 -0.68378000 0.02511000 -0.66929000 -0.66929000 -0.66929000 -0.05832700 0.02595200 0.01209700 -0.01106000 -0.57081000 0.000 0.000 0.000 -0.674 0.659 0.659 -0.660 0.000 0.000 0.000 0.000 -0.684 0.000 0.000 -0.669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.667 0.000 0.662 0.662 -0.052 0.518 0.000 0.000 0.000 -0.674 0.659 0.659 -0.660 0.000 0.000 0.000 0.000 -0.684 0.000 0.000 -0.669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.667 0.000 0.662 0.662 -0.052 0.518 9.079488 4.898160 10.255710 8.637698 9.641550 4.090803 7.270712 11.214924 8.295374 7.904584 8.156892 NA NA 3.260733 11.061628 NA 10.002195 8.500194 NA 8.275678 11.095023 3.696061 9.090803 8.448355 5.675765 5.791244 10.359930 8.390011 9.610439 11.523345 7.550234 10.501254 8.766760 9.594629 10.275678 10.405952 8.835637 5.376204 10.800490 6.674261 9.255710 7.869997 10.362266 11.815168 11.931187 2.143916 9.817021 9.958082 NA 10.477743 8.162265 10.151499 7.698133 10.683260 4.997694 9.295374 12.269468 13.192943 13.211689 8.124226 11.983725 7.146085 8.151499 10.748121 3.412727 10.605142 8.068083 12.946645 2.675771 10.143996 10.619257 8.408216 13.010597 9.421720 9.443950 5.732060 12.631173 10.266976 2.675771 9.705513 10.195402 10.100632 11.769843 10.089393 11.286790 15.263158 11.013387 7.936293 8.003692 8.709189 8.135197 10.629913 13.273508 10.979546 6.858987 10.542014 6.948784 12.25035897 11.07022810 1.09078570 8.78080089 10.04935564 11.30086542 9.56450869 8.81190222 8.76676012 13.72486976 5.61436532 7.93000694 11.27629787 8.76676012 8.24562116 10.83058358 11.30572912 9.28615042 14.03917017 9.08515640 8.46584227 9.88521880 9.66634225 7.83899587 5.79124365 12.07094251 10.04208765 8.23546141 8.59462879 10.33635559 10.22394510 7.83899587 7.94255204 10.15149888 9.63576745 12.63526273 -1.50881390 8.94255204 8.82859096 10.99242410 8.56247827 12.82720486 8.15149863 8.80160943 6.80504863 7.49168237 10.40595249 10.19540174 8.73299905 5.44835587 7.55840847 8.89493384 NA NA 9.11870882 NA 10.61925700 10.45712515 6.33873104 11.92645864 8.39001113 10.61043921 10.23800782 2.09081956 10.66445013 13.76411202 8.73826152 10.22265992 9.74005917 11.15487202 9.96885381 8.39458359 0.09085343 9.61436495 9.90490462 NA 3.79124105 6.19932684 12.83395434 9.47455042 10.37041355 7.30025645 6.06808390 12.78472542 10.80246992 9.79643536 11.00742882 9.53660410 11.71559840 5.22008613 10.47882027 8.39914203 10.39115550 10.40827210 11.14879464 10.52438843 4.55023579 2.09081956 7.95919345 5.17826448 13.44146592 8.66065842 9.08232471 0.09085343 9.30529205 10.54201403 0.09085343 7.61436459 6.70551213 11.59958811 4.09080263 6.56653663 TCGA-AG-3598 69 0 NA 1522 rectum stage iia t3 n0 m0 male 2007 NA no rectal adenocarcinoma NA r0 0 NA 4 7 5 NA 1 5 5 6 3 3 NA NA 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.8726e-06 5.548446e-07 43.0555555555556 16.6666666666667 12.5 13.8888888888889 13.8888888888889 8.4592484 6.4819689 10.2484974 6.3148578 13.5128080 3.6518898 6.6914225 14.0595626 13.2647620 11.8678309 7.7107872 8.1684690 NA 10.0113991 9.6291734 5.0669330 8.7011370 9.5043364 10.0133500 8.4535122 10.7880302 8.9976684 12.5720809 7.4592488 NA 8.7393563 10.2828685 10.3615518 8.6468755 7.5381183 9.6086731 9.5223404 9.8061491 11.3873555 10.0403892 0.4819189 -0.0105080 -0.0149160 0.0075000 -0.0173910 -0.0173910 1.0992000 1.0923000 -0.0162920 -0.0162920 -0.0266260 0.0037465 -0.0081624 -0.0081624 -0.0081624 -0.0205490 -0.0117490 1.1433000 1.0838000 1.0838000 1.0838000 0.0178860 0.0178860 -0.0105080 -0.0105080 -0.0105080 0.0112610 1.1436000 0.0026357 0.0083351 0.0083351 -0.0008316 0.0108420 0.0108420 -1.0326000 0.0075000 0.0016915 -0.0173910 -0.0173910 -0.0059522 -0.0177130 -0.0162920 0.0037465 -0.9601800 -1.0108000 0.0068044 -0.0195370 -0.0205490 -0.0205490 -0.0117490 -0.9687500 -0.9828400 -0.9828400 -0.9828400 -0.0391220 1.0838000 0.0022193 -0.0623610 0.0523830 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.932 0.000 0.000 0.000 -1.000 0.000 -0.969 -0.969 0.000 0.000 0.000 0.000 1.084 1.084 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.099 1.099 1.099 1.099 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.932 0.000 0.000 0.000 -1.000 0.000 -0.969 -0.969 0.000 0.000 0.000 0.000 1.084 1.084 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.099 1.099 1.099 1.099 0.000 0.000 9.722760 5.803896 10.011399 7.447753 9.233513 3.289318 7.276384 11.169344 8.641840 8.358485 7.882848 NA NA 5.908234 5.388858 NA 9.753432 8.013350 NA 8.236856 10.849383 2.803888 8.104021 9.444865 6.339950 5.651893 9.561453 7.289324 5.125825 12.128527 4.289325 5.611252 6.874285 10.364612 10.382835 11.692640 9.971816 6.236856 10.881567 6.308770 8.580001 8.358792 10.094837 11.530203 11.653145 3.118891 9.1003541 10.6767254 0.4819189 11.9907537 9.2860996 9.8482907 7.1684685 10.3069273 5.4361652 9.5453636 12.3665207 13.3262820 13.1090463 6.7857493 11.8678309 7.0669309 7.6215200 11.1249227 0.4819189 9.6393154 5.3888577 13.3707118 3.2893181 9.2614909 9.5043364 7.4244829 11.6908125 9.3554125 9.7650568 5.4846699 10.5839442 10.4959890 2.4819705 8.5480578 8.7993810 10.4317952 11.7725634 8.5587842 13.0760598 15.3313169 11.3805699 7.5372510 8.7107872 8.4008316 8.0818812 10.7925359 13.4511751 10.2778783 7.8742861 9.0744254 6.8038960 10.9186801 11.2360209 NA 6.4819689 10.2941458 10.2484974 8.5641175 8.7993810 8.3211723 15.1379268 8.4303359 6.7857493 9.8128853 8.3399493 8.2893236 10.5707567 10.4833767 9.2675189 14.0056530 9.3337176 8.3767861 10.2351853 10.2763844 8.5426643 5.4819673 13.0713856 10.3446058 10.3368369 9.1222135 9.3085170 9.8240432 8.5683700 9.7510951 10.6431004 8.1824083 12.7789593 NA 8.7011370 8.6130023 10.1684690 8.3707118 13.1021883 7.6215200 6.4361652 7.8570081 6.8570081 9.5208876 8.8262644 8.5921647 6.1258247 6.8038960 8.3828354 NA NA 7.5043360 0.4819189 9.5043364 9.5453636 6.2893236 11.5487305 8.6163948 9.8395205 9.8482907 3.0669330 10.6176778 13.7955602 8.1330204 9.1076774 10.7880302 10.5587841 9.3274586 9.2633281 4.5694303 10.3858503 10.7295282 NA 2.4819705 5.1824063 12.8309732 11.0312815 8.7393563 7.5043360 5.2893218 13.1734939 11.7481694 10.9300848 11.1919139 9.5223404 11.7101860 4.2893254 10.8742860 7.9897629 10.1222134 10.2416903 11.7089827 9.8061491 3.2893181 2.8038883 8.0748741 5.1824063 13.7853212 9.0094454 7.5800007 0.4819189 8.8550946 9.0744254 NA 7.8482906 6.8218186 11.4484739 3.8038986 7.0365572 TCGA-AG-3599 70 0 NA 366 rectum stage i t2 n0 m0 male 2007 NA no NA NA r0 0 NA 3 3 5 NA 3 1 3 6 3 3 NA NA 7 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 6 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.768567e-06 4.85489e-07 54.5454545454545 13.6363636363636 13.6363636363636 10.6060606060606 7.57575757575758 9.12842513 8.13590676 10.80462055 6.64249797 13.40823889 0.95598228 7.64249797 14.08606701 13.25863658 12.33347933 8.25520565 8.01669354 -0.04394335 7.85686434 9.00312152 4.54095718 8.79834802 9.90873892 9.94326161 9.73899577 10.73489613 8.51441819 13.25305720 7.73735755 4.41542743 10.45085328 10.68731671 9.96302495 8.99765682 8.27110208 10.54283745 10.35992577 10.32231982 11.86476554 9.64074636 NA 0.0104240 0.0104240 0.0038854 0.0402970 0.0402970 0.0430150 -0.0433360 -0.0073339 -0.0073339 0.0134920 0.0134920 -0.0016629 -0.0016629 -0.0016629 -0.0312230 -0.0169790 -0.0169790 1.1018000 1.1018000 1.0825000 0.0235660 0.0077774 -0.0361290 0.0104240 0.0104240 -0.0146410 0.0000000 -0.0083005 -0.0036011 0.0197830 0.0197830 -0.0020784 -0.0020784 0.0038854 0.0038854 0.1707600 0.0367940 0.0430150 -0.0102320 -0.0198880 -0.0073339 0.0134920 0.0168450 -0.4404500 -0.0052610 -0.0052610 -0.0312230 -0.0312230 -0.0169790 0.0075000 0.0075000 0.0075000 0.0075000 -0.0223320 1.1018000 -0.9387200 -0.0387140 0.0235660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.082 1.082 -0.939 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.171 0.171 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.082 1.082 -0.939 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.171 0.171 0.000 0.000 0.000 0.000 0.000 0.000 9.32450416 5.04346262 10.12216071 8.11586922 9.46379225 3.54095718 6.78888796 10.58990109 8.59262223 7.73078463 9.88377567 4.27792525 -0.04394335 5.95599855 8.56702249 NA 9.77936496 8.29584744 NA 8.62488280 11.15321437 1.95598228 9.31354971 9.70251193 5.12592381 5.91275045 9.81553236 7.15567031 7.67024338 12.51943229 5.86288775 9.19201189 7.97836554 10.90290393 10.50770596 11.49709427 9.92897739 6.57070731 10.63136370 6.23156297 9.16301208 8.43694927 10.58717472 12.54986958 11.78175148 2.23398007 9.799919 10.613316 NA 12.222491 9.252914 9.843218 6.313549 9.832515 5.043463 9.637236 12.205407 12.924664 13.130455 6.850816 12.333479 6.000392 8.666804 10.933993 2.763348 10.008715 6.838640 13.608619 4.125924 9.829442 9.908739 8.095549 12.575759 8.950351 8.910194 3.632943 12.357411 9.880810 2.540970 9.427673 9.187219 10.452851 11.219854 8.850815 12.892820 15.017511 11.538140 8.886735 8.326685 8.724182 8.910194 11.395299 13.296404 10.761709 7.145822 9.407209 6.737357 12.05501665 11.13652844 -0.04394335 8.13590676 10.85610972 10.80462055 8.98113712 8.20866308 8.08528071 15.92834589 8.93899114 8.17516628 10.92538420 8.43981343 8.89557680 10.91889364 11.37385018 9.16267027 14.50059991 8.82636226 8.70419035 10.60345610 10.47465080 8.39478935 6.65643773 12.22600091 10.40411398 11.20511108 8.63195477 10.20155031 9.93899129 7.76116092 9.17999938 10.93184561 9.42563952 12.49395857 -1.64340542 8.96442636 8.77895070 10.16056881 8.68051143 13.31807845 8.66680416 6.89851191 8.56332785 7.72418230 9.90144151 9.66508147 9.01128010 6.18481585 8.08528071 8.51441819 NA NA 7.71754894 -0.04394335 9.90873892 9.95317719 5.27792525 11.82095755 9.36750867 10.22161274 10.37911352 NA 10.80305497 13.51501617 8.19917173 9.94751947 10.73489613 10.43274388 9.87635057 8.89557680 2.54096958 10.50289216 10.72967257 NA 3.54095718 6.06452291 12.98079104 10.73519171 10.45085328 7.23500419 5.34831387 13.07882564 11.12090456 10.91092098 10.44885223 10.35992577 11.87038279 3.12591555 11.04346051 8.76656932 10.08913979 10.26451872 11.82867251 10.32231982 4.20392154 3.54095718 7.07130146 5.83864172 13.84569173 9.57070750 8.58535430 1.54096958 8.93899114 9.40720870 2.54096958 7.99491683 7.16545073 11.37015431 4.47956041 7.01127982 TCGA-AG-3600 62 0 NA 184 rectum stage iiic t3 n2 m0 male 2007 NA yes rectal adenocarcinoma NA r0 31 NA 4 7 4 NA 3 1 5 7 3 3 NA NA 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.496801e-06 6.935557e-07 32.6086956521739 13.0434782608696 11.9565217391304 27.1739130434783 15.2173913043478 8.628983 8.676771 10.167096 6.123989 12.470893 2.036538 7.420231 12.976164 14.624538 12.019519 8.008069 8.155467 2.621478 5.284455 8.774618 4.358453 10.223878 10.005193 11.469590 10.207703 10.327697 8.450154 12.434735 7.155467 9.061666 9.965784 10.857503 10.289191 8.571801 7.724566 10.107988 9.733876 9.319614 12.181821 9.598768 1.036538 0.085221 1.571200 0.947110 0.099288 0.099288 1.602500 -0.597210 -0.581370 -0.174490 0.811230 0.811230 -0.399190 -0.399190 -0.399190 0.116240 0.046705 0.095217 0.095363 0.095363 0.095363 -0.109850 -0.126680 -0.643680 0.096971 0.085221 -0.632160 0.035947 0.288870 0.833730 -0.567730 -1.204100 0.094346 0.094346 0.964730 -0.575750 -0.607570 -0.586080 0.099288 -0.583920 -0.547540 -0.795360 0.032422 -1.127000 -0.596330 -0.594850 -0.594850 -1.223200 -0.573180 -0.061865 0.722440 -0.567830 -0.570410 -0.570410 0.463310 -0.571120 0.123580 0.061651 -0.109850 0.000 -0.514 -0.581 -0.174 0.717 0.000 -0.399 -0.539 -0.595 0.116 -0.457 0.000 0.000 0.722 0.155 0.373 0.000 0.000 0.719 -0.565 0.000 -0.591 0.000 0.000 0.000 0.000 0.000 -0.570 -0.570 -0.583 0.000 0.000 -0.551 0.677 0.000 -0.586 0.858 -0.530 0.000 -0.110 -0.110 0.000 -0.514 -0.581 -0.174 0.717 0.000 -0.399 -0.539 -0.595 0.116 -0.457 0.000 0.000 0.722 0.155 0.373 0.000 0.000 0.719 -0.565 0.000 -0.591 0.000 0.000 0.000 0.000 0.000 -0.570 -0.570 -0.583 0.000 0.000 -0.551 0.677 0.000 -0.586 0.858 -0.530 0.000 -0.110 -0.110 10.286824 4.680381 10.624303 8.943416 9.943416 2.621478 7.544321 10.947169 8.475318 8.516306 6.080920 3.206456 2.843883 6.013806 8.691162 1.036538 9.789743 8.231283 NA 8.462791 10.284453 3.358453 9.485675 9.694737 5.245979 6.145050 9.965784 7.701862 7.274931 11.816245 5.428843 7.036526 9.617726 9.781360 10.375262 10.422388 8.999422 6.560088 10.599159 7.788404 10.003752 7.893947 10.654911 11.734788 10.872576 2.839758 9.671337 9.986353 NA 10.863074 9.075445 9.594947 7.520341 10.205198 4.943415 9.997976 10.724776 12.960596 12.849505 7.709517 12.019519 7.730013 8.705411 12.399018 1.621478 10.602075 6.376375 13.956413 3.036521 9.724776 10.005193 8.298621 11.890225 9.779677 8.698304 3.615463 11.785138 10.228819 3.736962 10.161939 9.914577 10.950911 11.159354 8.824428 11.346002 15.569100 12.137188 10.386272 9.816245 8.086375 8.973164 10.674935 13.116511 11.689286 6.856704 9.466978 6.979040 11.51731610 11.14308884 0.03646817 8.67677092 10.49082521 10.16709645 8.79807709 8.56008784 8.10261509 14.02164024 4.03652971 7.63643902 11.01452121 7.75077129 8.73001289 11.10798825 10.57955769 9.37010607 14.32265042 8.82768885 8.57568483 10.62991701 9.21394553 8.11867482 6.94341620 12.75034195 10.81788559 11.00591243 9.55812640 9.92526914 10.38303959 7.96133856 9.12928302 10.77546255 8.61017295 13.18945712 -1.56277226 8.95538924 9.41503757 10.33573390 8.71952059 12.41590425 8.70541087 7.42884336 9.74733234 7.88201571 9.75248786 9.40503230 8.45631745 6.46279017 7.00230984 8.69830392 NA NA 7.65857782 NA 10.00519266 11.16323033 6.03652531 12.45964178 9.18118407 9.64385619 10.45332342 0.03646817 11.13192292 13.91198728 8.15546692 9.65123578 10.32769657 10.24354021 9.59876827 8.87572970 2.03653850 9.99072219 10.18512953 NA 4.20644787 5.84388086 13.16032397 10.05150873 9.96578428 7.19316557 4.89450737 12.70541087 11.37637586 11.51124584 11.39956553 9.73387577 12.08126149 3.84388337 11.47479791 8.40721337 10.87809024 11.30022934 12.27044508 9.31961432 1.62147756 1.03653850 7.78954212 5.08092196 13.90419073 9.29626903 8.30798901 1.03653850 8.35845385 9.46697841 2.03653850 8.08091983 7.15546692 11.37079915 4.99072347 6.84388086 TCGA-AG-3601 68 0 NA 0 rectum stage iiib t4 n1 m0 male 2007 NA NA rectal adenocarcinoma NA r2 2 NA 3 5 2 NA 3 1 5 5 3 1 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 2.67019e-06 1.005656e-06 28.9719626168224 17.7570093457944 14.018691588785 26.1682242990654 13.0841121495327 9.04439330 7.18394498 9.68644502 6.15291756 13.45444712 2.62935662 7.21431815 13.61471394 13.70070646 12.05527105 7.41943271 9.05001785 0.04432417 4.43670821 8.76890715 2.62935662 8.88988326 9.80760576 10.42377165 5.47065725 11.14964711 8.61044723 12.75842415 7.05562083 7.04337841 10.06676113 10.66918882 10.63498035 9.05841391 8.02361853 9.48526258 9.74189956 9.53424120 11.63965083 9.30413658 0.04432417 0.7589100 -0.0046940 0.7098300 0.4250300 2.1774000 1.4718000 -0.0249350 0.0000000 -0.0190070 0.3366400 0.4278800 1.5555000 1.5555000 1.6493000 0.6914800 0.7025100 1.6342000 3.6569000 3.6569000 3.6569000 0.1204900 0.1078900 -0.7542600 -0.0076101 0.7783000 -0.0530710 0.0315770 -0.0027707 0.7436600 -0.6592900 -0.6592900 -0.0189020 -0.7022100 0.5819200 -0.2229300 0.6227900 -0.8163000 0.6211500 0.0283410 -0.0263040 -0.0190070 0.2853300 -0.7172000 -0.7172000 -0.0147780 -0.0147780 0.6914800 -0.0486130 -0.7804900 -0.7131000 -0.6992000 -0.7103000 -0.7103000 -0.1490100 -0.1174300 -0.0169790 -0.1107700 0.1204900 0.000 0.000 0.000 0.000 0.337 0.337 1.613 -0.717 0.000 0.691 0.000 -0.078 0.703 -0.699 -0.699 0.000 0.599 0.000 0.000 -0.117 3.657 0.000 -0.111 0.000 0.000 0.000 0.000 0.000 -0.659 0.000 0.000 0.554 0.554 2.207 0.571 -0.756 0.645 0.000 -0.653 0.108 0.108 0.000 0.000 0.000 0.000 0.337 0.337 1.613 -0.717 0.000 0.691 0.000 -0.078 0.703 -0.699 -0.699 0.000 0.599 0.000 0.000 -0.117 3.657 0.000 -0.111 0.000 0.000 0.000 0.000 0.000 -0.659 0.000 0.000 0.554 0.554 2.207 0.571 -0.756 0.645 0.000 -0.653 0.108 0.108 9.94072572 5.99859043 10.60185703 8.47065806 9.40633704 2.62935662 7.97513088 10.96772081 8.79593737 8.26839509 6.68824891 3.85174904 1.04439412 0.04432417 5.40194442 NA 10.48526248 8.37531013 NA 8.96325649 10.93237548 NA 7.67375003 7.93921129 7.06676086 4.86712550 10.54623053 6.50382574 4.99858817 13.31614813 NA 6.74483249 7.03307826 11.42106142 10.73439133 12.63731748 10.81009384 8.17881969 9.72793185 6.63565428 10.02024132 8.67185416 11.24774135 11.70423316 11.22243563 4.31342727 9.600899 10.845293 NA 12.020241 8.734391 9.377549 6.598981 11.068148 3.851749 9.121209 13.210713 13.516703 12.857172 6.785860 12.055271 6.348174 8.954286 11.105764 NA 10.783811 4.214319 13.569302 6.470659 9.692841 9.807606 7.709729 12.051070 8.673750 8.121209 4.181079 10.915529 9.715050 1.629333 9.246517 9.560093 10.079192 11.451130 6.825753 12.972727 15.582553 11.516069 9.534241 8.339014 9.204265 8.975131 11.394178 13.110819 10.092703 7.214318 9.322843 7.253847 11.31702311 11.22118978 NA 7.18394498 10.54921229 9.68644502 8.68463818 8.69544511 8.41071549 15.28170787 8.71327824 7.50382494 9.79258616 7.09967603 8.77910308 10.57187037 11.10980944 8.95245559 14.20166130 9.50587287 8.16333419 11.06953288 10.13318152 8.58355218 4.13185285 12.39946908 11.35954291 12.13086132 10.55416836 9.53424120 10.10508927 8.12120868 9.32516399 10.68101795 8.19921149 12.03314545 -1.55512094 8.74829685 9.58302841 10.05142064 7.51199927 11.33556404 8.95428648 8.22430224 8.74829685 7.42809799 8.83880904 9.41289984 9.86556147 7.05562083 6.88988356 8.58355218 7.22430273 2.04439412 7.13185593 1.04439412 9.80760576 9.37754871 5.68825031 11.52669709 8.57187018 9.68463818 9.62370923 NA 10.56795532 13.67875063 8.32516421 9.33671497 11.14964711 10.43348686 9.84205486 8.40194527 5.65910254 9.44953476 9.98425168 NA 6.78586045 2.62935662 13.19556847 10.48630007 10.06676113 6.29232163 4.50382574 13.02809952 11.48733681 11.41780231 11.12521087 9.74189956 11.26416688 5.62935662 10.80094963 8.44099828 11.03307805 9.71743738 11.25628165 9.53424120 NA 0.04432417 8.52756419 5.95128471 13.33944476 9.30883592 7.71681878 NA 8.77411595 9.32284279 3.36632221 7.35727663 8.91783749 11.17238763 3.95128005 6.34817398 TCGA-AG-3602 66 0 NA 0 rectum stage iiic t3 n2 m0 female 2007 NA NA rectal adenocarcinoma NA r0 5 NA 4 7 5 NA 3 1 5 7 3 3 NA NA 7 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 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.179045e-06 4.161334e-07 48.936170212766 8.51063829787234 21.2765957446809 10.6382978723404 10.6382978723404 8.536788 7.669426 8.915300 5.589257 12.703742 1.459956 6.869363 13.954002 13.029591 11.505732 7.826295 7.826295 NA 4.707900 8.589256 4.160412 7.558005 9.422869 9.336490 9.729099 11.184487 10.016479 12.022692 7.390710 6.074683 10.050560 9.602080 10.485112 8.111025 7.737585 9.871484 9.793083 9.006867 10.070998 10.056162 2.459982 0.00856640 0.00235620 0.88228000 -0.00443120 -0.00443120 -0.00443120 0.01209700 0.00805670 -0.00055444 -0.82350000 -0.75184000 0.81947000 0.81947000 0.81947000 0.02581200 0.04060900 0.04060900 0.89588000 0.89588000 0.89588000 -0.13368000 -0.13368000 0.01866300 0.01866300 0.00856640 -0.02507200 0.00812450 0.01405100 0.00861350 0.00861350 0.03863000 0.00000000 0.00000000 0.88446000 -0.77682000 -0.00065435 -0.00401620 -0.00443120 0.01209700 -0.79728000 -0.00055444 -0.75063000 -0.76723000 -0.76723000 0.02525000 0.02525000 0.02581200 0.02581200 -0.79408000 -0.76629000 -0.76432000 -0.76432000 -0.79160000 0.00680440 -0.78159000 0.02216400 -0.78631000 -0.13368000 0.000 0.000 0.000 0.000 -0.752 0.000 0.819 -0.767 0.000 0.000 0.000 -0.794 0.000 -0.766 -0.766 0.000 0.000 0.000 0.000 -0.782 0.114 -0.751 -0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.139 -0.744 0.000 0.000 0.000 0.000 0.000 0.000 -0.134 -0.134 0.000 0.000 0.000 0.000 -0.752 0.000 0.819 -0.767 0.000 0.000 0.000 -0.794 0.000 -0.766 -0.766 0.000 0.000 0.000 0.000 -0.782 0.114 -0.751 -0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.139 -0.744 0.000 0.000 0.000 0.000 0.000 0.000 -0.134 -0.134 10.406879 7.835012 11.385527 8.254389 10.031725 2.781905 7.482341 10.356305 7.629898 7.745375 9.900842 4.366861 NA 7.536788 9.632400 NA 10.004937 8.963798 NA 8.955828 11.033620 3.267326 8.437253 8.707900 6.014561 7.063006 10.528751 6.526063 8.830660 12.019350 1.459956 8.754594 7.589256 10.141211 10.146473 10.522019 11.189593 7.619844 9.966538 6.317953 9.107431 8.509767 11.686385 9.980768 10.687589 2.781905 8.869364 9.854435 NA 12.547104 7.869364 8.305463 6.317953 11.291280 6.763753 9.865114 11.813120 12.498892 13.172285 5.947009 11.505732 7.843677 8.214860 11.744797 3.267326 9.732019 7.305463 14.155853 4.547437 8.244542 9.422869 7.482341 11.730268 9.107431 8.947813 5.243429 10.372862 9.629898 1.459956 8.419974 9.637392 9.999132 10.792009 8.118184 12.043526 16.221065 12.465948 8.318886 10.262489 8.471200 9.384785 10.411214 13.393663 9.179841 7.860852 8.146473 7.619844 10.686385 10.726759 NA 7.669426 9.547436 8.915300 7.999131 8.454326 8.804269 14.692861 7.763753 6.951826 9.396611 8.552730 9.063599 9.462788 10.401020 9.107143 14.431786 9.975673 7.471200 10.741903 10.918379 8.454326 7.305463 12.595361 10.339556 11.014562 9.856578 8.146473 8.813120 8.869364 9.552730 9.867240 8.286521 11.978660 -1.139554 8.425757 9.270544 8.688791 7.526062 12.524042 8.214860 5.044936 8.795363 6.869363 8.311722 9.405417 8.239101 6.044936 4.366861 8.609720 NA NA 7.029828 1.459956 9.422869 7.959819 5.919404 11.736679 8.890425 10.052430 9.078358 3.919407 9.629898 12.763468 6.390711 8.731436 11.184487 9.939753 9.419975 8.669426 4.459976 8.465597 9.625407 NA 6.568497 5.414169 13.027216 10.283101 10.050560 7.867410 4.267326 12.727930 12.567517 12.040702 10.356305 9.793083 10.350237 4.044936 10.587967 7.267328 10.520669 11.406704 10.464193 9.006867 3.044936 2.044919 10.297459 3.629893 13.948943 8.882037 7.536788 NA 7.991354 8.146473 NA 6.707900 7.745375 11.939248 4.459976 5.103829 TCGA-AG-3605 85 0 NA 30 rectum stage iv t3 n1 m1 female 2008 NA NA rectal adenocarcinoma NA r2 3 NA 3 7 4 NA 1 1 5 7 3 3 NA NA 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.387111e-06 6.588779e-07 41.6666666666667 16.6666666666667 18.3333333333333 13.3333333333333 10 8.8229009 7.1691293 9.9405049 6.8503069 12.8664564 NA 6.8961108 14.1186652 13.4378527 11.6454215 6.3772383 8.1815131 0.3111543 4.8347112 9.4481394 3.8961071 9.1023112 9.0011461 10.1937913 10.1722352 10.2315012 8.9295339 12.9327423 6.8503069 4.7593902 10.4417189 11.1079990 10.7807901 8.0793328 8.0125586 9.9258581 10.0677046 9.7056110 11.5224282 9.8618951 NA 0.0441480 1.2798000 0.0052749 0.2598200 1.8198000 0.9332500 -0.0179910 -0.0140460 -0.0271240 0.0000000 0.0000000 0.1712700 0.1712700 0.1936000 -0.0193240 0.0265140 0.0265140 0.6285500 0.7444200 0.7444200 0.0496460 0.0403260 0.0441480 0.0441480 0.0441480 -0.0356440 0.0715350 0.0715350 -0.0058140 -0.0058140 -0.0180780 -0.0389860 -0.0786530 0.0052749 -0.0099565 0.8288100 -0.8919000 0.1592000 -0.0179910 -0.0034627 -0.0271240 0.0029133 0.0080567 0.0080567 -0.0013858 -0.0013858 -0.0193240 -0.0147780 -0.8417100 -0.5713000 -0.5750100 -0.5522600 -0.6329400 -0.0182160 -0.0752110 -0.0052709 -0.0150540 0.0496460 0.000 0.000 0.000 0.000 0.000 0.000 0.194 0.000 0.000 0.000 0.000 -0.842 0.000 -0.571 -0.571 0.000 0.000 0.000 0.000 0.000 0.744 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 -0.487 0.289 0.857 0.857 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.194 0.000 0.000 0.000 0.000 -0.842 0.000 -0.571 -0.571 0.000 0.000 0.000 0.000 0.000 0.744 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 -0.487 0.289 0.857 0.857 0.000 0.000 10.6103562 5.4404307 10.3209768 7.4910570 9.2769326 3.4810793 7.6149292 10.6172099 9.3691399 8.2998331 7.0793322 3.4810793 0.3111543 7.1055639 6.6509986 0.3111543 9.9350298 8.5638136 NA 9.9203269 10.8970497 1.3111543 8.9331999 9.3745433 6.8503069 4.9550059 11.4842007 6.4608949 7.9906282 12.0589217 5.5965506 7.8580426 6.6687006 11.4111535 10.4634331 10.5602617 10.0011462 6.8030010 10.4541615 7.2953961 9.0925080 8.3444060 11.1112392 11.0317346 11.2898587 2.9199502 9.150352 10.189199 NA 12.021524 8.720539 8.694853 7.193791 10.221041 5.520601 9.082638 12.272598 12.302670 12.548358 6.265345 11.645422 6.881004 7.903605 11.551940 1.896117 10.950489 8.092508 13.525164 4.955006 8.781888 9.001146 6.754091 11.330739 9.655444 8.951393 6.374221 10.921250 9.850307 NA 8.814974 10.294142 10.474798 10.394628 7.881004 12.661811 16.962338 11.451978 8.377237 8.865737 8.476055 9.025394 10.607984 12.783077 9.722659 7.650999 9.187665 7.826848 12.1193080 11.5102071 NA 7.1691293 10.1023112 9.9405049 8.4144362 8.8847954 8.6642951 14.8696515 9.2089937 7.2059662 11.0966007 9.0185073 8.9550044 10.5291060 11.0373664 9.1863139 14.0065941 9.6194873 7.7705800 10.3879639 11.0433157 8.4144362 6.8810038 13.0318200 10.5120469 10.3839508 9.4481394 9.7268900 9.7889065 8.1876653 8.7416008 10.4785664 8.2536627 12.3274447 2.3111543 8.7416008 8.9249378 10.1440382 8.1753345 12.1968446 7.9036053 5.9835728 7.7120276 6.3986103 9.1876653 9.5423695 10.3712497 5.3986103 6.2418859 9.0726994 NA NA 7.0526148 1.3111543 9.0011461 8.9036053 6.1691293 11.9630969 8.4300895 10.6565535 9.8638174 NA 10.9295338 14.0597604 7.5009725 10.1768815 10.2315012 10.5435692 9.5083649 8.6420651 4.8347112 9.1120482 9.5061759 NA 3.7705754 6.2418859 12.8551467 10.1691293 10.4417189 7.4196729 4.7034662 13.3601459 11.5059051 11.2573235 11.1998915 10.0677046 10.9702522 4.4810729 10.5034411 8.0925082 10.6160699 10.0922948 11.5132721 9.7056110 0.3111543 1.3111543 8.1558226 6.3772383 13.2402217 8.5732431 7.2769321 NA 8.7389222 9.1876653 1.3111543 6.8961108 8.0593412 11.5661768 5.5965506 4.2180372 TCGA-AG-3608 79 0 NA 485 rectum stage iia t3 n0 m0 female 2008 NA no rectal adenocarcinoma NA r0 0 NA 4 7 2 NA NA NA 5 7 3 3 NA NA 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 4 0 4 0 0 1.491145e-06 4.85489e-07 59.6491228070175 15.7894736842105 8.7719298245614 10.5263157894737 5.26315789473684 9.478870 7.919975 10.613058 6.630468 13.221187 4.171039 8.805242 13.087110 13.854713 12.864523 7.877628 7.729032 2.323053 1.001082 8.871476 3.908006 9.114853 9.433653 10.030399 11.041401 10.789830 8.725625 12.714283 7.229930 4.955308 10.157194 11.225716 10.435740 8.345407 8.057857 9.502949 9.710195 9.793902 11.212391 9.666447 1.001082 -0.0077482 -0.0077482 0.0144700 -0.0022170 -0.0022170 -0.0108620 -0.0114730 0.0000000 0.0000000 -0.0396650 0.0245230 0.0157270 0.0157270 0.0157270 -0.0331320 0.9686400 0.9686400 2.9723000 2.7773000 2.8689000 0.0669450 0.0599370 -0.0077482 -0.0077482 -0.0077482 -0.0219210 0.0100060 0.0100060 0.0327040 0.0327040 0.0327040 0.0150280 0.0150280 0.0144700 0.0093098 0.9848900 -0.0022170 -0.0022170 -0.0114730 -0.0114730 0.0000000 0.0245230 -0.0067813 -0.0067813 -0.0027707 -1.2929000 -0.0331320 -0.0331320 -0.9589500 -0.9040300 -0.8726000 -0.8726000 -0.9697300 -0.1018400 -0.9119800 0.0186630 -0.0824830 0.0669450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.037 0.969 -0.904 -0.904 -0.102 -0.102 0.000 0.000 0.816 2.869 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.037 0.969 -0.904 -0.904 -0.102 -0.102 0.000 0.000 0.816 2.869 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 10.027635 5.130396 10.130394 8.684106 9.293433 3.323039 7.749304 10.639547 8.742578 8.225113 9.677068 6.304892 1.001082 8.508906 6.715357 1.586068 10.375064 8.176037 1.001082 9.329786 10.691982 5.677209 8.229930 8.516811 7.160983 5.490718 10.576651 7.516811 8.742578 12.721997 4.859090 8.363055 8.397716 10.957487 10.653060 11.837162 10.487946 7.258499 10.171900 5.931848 8.898957 8.496407 11.063832 11.674381 11.369618 4.270148 9.435740 10.861422 NA 12.529565 8.883754 9.837162 7.769296 10.339848 5.834001 9.215430 13.081596 13.025905 12.916991 6.687612 12.864523 6.586074 8.190936 10.886045 3.701549 10.513526 6.410502 13.034362 5.323039 9.492964 9.433653 7.775899 12.106038 9.237126 8.892895 5.060726 11.303750 10.065854 2.001118 9.619497 9.691109 10.354258 11.118105 8.811683 13.521362 16.152665 11.355912 7.859092 8.418964 9.213000 9.053679 11.091859 12.908190 10.599136 7.045505 9.291130 7.859092 11.809673326 11.185366817 0.001153695 7.919974638 10.326416790 10.613058265 8.476844608 8.597300986 8.410502232 14.251369744 7.937749269 8.612136093 10.311724137 8.418963637 8.652163071 10.895171120 10.799583083 9.029680360 14.298672447 9.205682569 8.210564690 10.382654285 10.172288108 8.281882284 7.012338485 12.572152860 10.298027503 10.690235665 8.958213388 9.885281806 10.046870941 8.129260346 9.208125573 10.525653034 9.117455318 12.443922657 NA 8.759334628 9.034038769 9.582311933 9.117455318 11.631833487 8.190935797 6.943626008 8.410502232 7.789013855 9.789013855 9.732430327 10.036034008 5.644966637 7.001110898 7.673536638 NA 0.001153695 8.371798856 NA 9.433653245 9.031778383 6.393428214 11.927777925 8.166018429 10.517796233 9.689361543 4.701549057 10.862973663 13.670550046 7.548005756 9.818094966 10.789829652 10.304892017 9.784109524 8.504936940 4.393429930 10.116154969 10.139203938 0.001153695 3.460545998 6.834000715 12.916243759 10.430235504 10.157194320 7.181020035 5.045504130 13.177128571 11.530053717 11.429471499 10.918483362 9.710195139 11.543175841 4.524671777 10.836372242 8.389128379 10.139383156 9.780764971 11.214823126 9.793901571 0.001153695 1.001081616 7.959373730 7.789013855 13.232482507 8.898956841 8.480891560 NA 8.776491265 9.291130170 6.393428214 7.852860300 7.615820880 11.511875475 5.427374867 5.931848494 TCGA-AG-3609 65 0 NA 608 rectum stage iiic t3 n2 m0 female 2008 NA no rectal adenocarcinoma NA r0 4 NA 4 8 5 NA 3 1 4 5 3 3 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.150023e-06 1.005656e-06 25.2747252747253 13.1868131868132 21.978021978022 13.1868131868132 26.3736263736264 8.935900 8.070350 10.440373 5.711269 13.074737 2.772667 6.802417 13.440421 13.533251 11.874645 7.473109 8.982123 4.711269 2.772667 8.372583 5.045688 8.532003 9.603449 10.481179 8.269856 10.201728 8.232101 13.199633 7.221130 1.187704 9.925799 11.317634 10.346317 8.895066 7.923906 9.895066 10.221626 8.929174 12.028092 8.895066 2.187704 3.5449000 -0.0529790 0.7028300 -0.0930760 -0.0930760 -0.0594460 -0.9448400 0.7900100 -0.1207400 0.6571700 0.7561800 2.4746000 2.4746000 3.4132000 -0.1149900 0.6752400 1.6477000 2.2377000 3.6569000 3.6569000 1.3412000 0.2323600 -0.1650100 -0.0628200 -0.0697760 -0.6845400 -0.0426850 -0.0360360 -0.0186710 -0.0186710 -0.0062722 0.7897400 0.7799100 -0.0934450 -0.1532800 0.7020800 -0.0917260 -0.0930760 -0.0212790 -0.0544630 -0.0594710 1.6164000 -0.0483850 0.0023143 -0.0873560 0.6959000 -0.1149900 -0.1101500 -0.1298300 -0.0793850 -0.0841710 -0.0841710 -0.0841710 1.3025000 2.2377000 -0.1168200 0.7050700 0.2240200 0.000 0.000 0.790 0.000 0.681 0.681 0.670 0.000 0.000 -0.115 -0.115 0.545 0.675 0.000 0.000 1.371 1.371 0.000 0.000 0.000 3.657 -0.117 0.705 0.761 0.761 0.000 0.000 0.000 0.000 0.790 0.790 0.000 0.000 1.811 0.777 0.000 0.000 0.000 0.000 0.249 0.249 0.000 0.000 0.790 0.000 0.681 0.681 0.670 0.000 0.000 -0.115 -0.115 0.545 0.675 0.000 0.000 1.371 1.371 0.000 0.000 0.000 3.657 -0.117 0.705 0.761 0.761 0.000 0.000 0.000 0.000 0.790 0.790 0.000 0.000 1.811 0.777 0.000 0.000 0.000 0.000 0.249 0.249 9.8351655 5.6471389 10.0915890 10.2183743 10.2975378 5.3971595 8.7073433 11.4207276 9.4020263 8.4020263 10.8715790 7.5005902 2.7726669 2.9950684 7.9558916 NA 9.8042559 8.7613544 NA 8.6674873 10.7913335 4.5096325 8.2909948 7.8530431 4.9950639 4.0945992 10.7499496 6.8459190 6.1649874 12.5353285 0.1877677 2.5096452 8.3118287 11.1058250 10.5163821 11.4409637 11.2791425 8.0518935 8.9132440 6.0205978 8.7499495 7.7911850 10.2003317 12.4962424 11.2903390 2.7774723 10.264523 10.481179 1.187704 11.596037 9.877705 10.169274 7.347579 10.263186 5.742297 8.613972 13.299495 13.333639 13.221130 5.316989 11.874645 7.082525 9.611873 10.818884 2.509645 10.350904 5.316989 13.203122 5.742297 9.569250 9.603449 8.609772 12.913073 8.421327 8.634790 2.408032 9.162122 10.443916 2.187704 10.901953 9.342525 11.232784 12.114374 8.477726 13.032217 16.087820 11.611348 7.679560 8.491488 8.695502 9.430881 11.634744 13.192630 11.261742 7.387380 8.863664 8.765136 11.849485 11.777826 1.187704 8.070350 10.367616 10.440373 9.023757 9.311828 8.327258 14.150583 7.518624 7.888147 11.543609 8.118444 8.827952 11.296232 11.265858 8.675868 14.462813 8.772670 8.463832 10.742296 10.276495 8.651231 6.491488 12.565460 10.539751 11.987798 9.164987 9.804256 10.471953 8.280464 8.908806 10.715184 8.853043 12.189903 4.357629 9.141904 9.380197 9.452150 6.562746 11.887713 9.611873 6.679560 9.322133 9.076450 9.659382 9.290995 9.091589 6.647139 9.196136 8.136074 5.942594 6.377532 9.459170 NA 9.603449 9.339992 7.435634 13.223022 8.780164 10.676552 9.875957 2.509645 11.234149 14.764664 7.187707 10.376296 10.201728 10.392278 10.592849 8.094598 4.435635 9.924109 9.264362 NA 6.377532 5.742297 13.487344 9.688031 9.925799 7.415372 4.888149 13.199284 11.055758 10.782032 11.384924 10.221626 12.309888 6.232100 11.564375 8.505120 9.960846 10.109548 11.681563 8.929174 NA 1.187704 9.722516 8.280464 13.806207 8.742296 7.571411 NA 8.103407 8.863664 11.529782 7.164987 8.221130 11.433854 4.275171 5.860133 TCGA-AG-3611 72 0 NA 424 rectum stage iia t3 n0 m0 male 2009 31 no rectal adenocarcinoma NA r0 0 NA 2 4 4 NA NA NA 5 6 3 3 NA NA 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.283078e-06 4.85489e-07 49.0196078431373 5.88235294117647 19.6078431372549 19.6078431372549 5.88235294117647 10.5609118 6.5301987 10.5405096 6.4821045 13.0207380 4.2999040 8.1993749 13.3434423 14.0821440 12.5731594 7.4821053 6.5994621 1.5994606 8.1386210 8.4636482 5.1230247 8.8894808 9.9526089 10.0629865 13.8273788 10.7631118 8.4636482 12.4574431 7.7492091 8.4714289 10.1636116 10.3659910 10.0893100 8.4260106 8.8396809 10.0088530 10.1997282 9.9570141 10.4973075 9.9917795 0.5995082 0.982040 0.991570 -0.230180 -0.197330 -0.197330 -0.197330 0.000000 0.491040 -0.839940 1.391100 1.391100 0.772580 0.772580 0.772580 0.560810 0.513330 -0.830720 0.452920 0.452920 0.452920 -0.062092 -0.062092 0.100450 0.100450 0.150240 -0.224260 0.339010 0.463480 -0.518550 -0.518550 -0.858860 -0.526560 -0.522660 -0.230180 -0.199370 0.861360 -1.292900 -0.197330 0.000000 0.000000 -0.839940 0.061079 0.135540 0.135540 -0.462810 -0.462810 0.560810 0.560810 -0.905710 -0.364310 -0.364310 -0.576050 -0.641770 -0.605550 0.452920 0.327690 -0.364080 -0.034359 0.000 0.000 0.537 -0.295 1.330 0.000 0.773 0.136 -0.463 0.561 0.561 -0.906 -0.906 -0.364 -0.364 0.000 0.000 0.150 0.982 0.453 0.453 0.328 -0.364 -0.145 -0.145 0.463 0.463 -0.519 -0.519 -0.527 -0.527 -0.199 -0.199 0.861 0.861 -1.293 -0.197 0.483 0.483 0.000 0.000 0.000 0.000 0.537 -0.295 1.330 0.000 0.773 0.136 -0.463 0.561 0.561 -0.906 -0.906 -0.364 -0.364 0.000 0.000 0.150 0.982 0.453 0.453 0.328 -0.364 -0.145 -0.145 0.463 0.463 -0.519 -0.519 -0.527 -0.527 -0.199 -0.199 0.861 0.861 -1.293 -0.197 0.483 0.483 0.000 0.000 9.384097 5.553658 10.000341 7.457443 10.317139 2.599461 6.789287 10.527240 8.243318 8.697494 9.268347 2.184439 NA 5.686926 6.530199 NA 9.334172 9.354350 2.184439 8.702750 11.004604 4.299904 8.692219 6.991779 5.991780 4.058897 9.769387 8.271887 9.873258 12.427995 8.169318 13.252755 8.000341 10.999274 10.581029 11.152131 9.624602 7.643856 9.852340 7.070974 9.641121 8.480148 10.959212 11.457567 11.294690 5.181417 10.4912457 9.9960668 NA 10.7105978 9.1308436 8.9745015 5.6438562 10.1444265 4.9917803 9.0588936 12.3971236 11.9314986 12.2981667 7.1386210 12.5731594 6.0913148 7.2718878 11.2630202 0.5995082 9.1283068 5.6438562 13.9653744 3.4068224 10.2632870 9.9526089 7.5767421 12.1400745 9.9810051 8.4132433 5.8382484 13.2451205 10.3726013 2.1844390 10.2576735 8.9917795 10.4759790 10.6356357 8.3742492 9.9258916 15.7284814 11.5529311 9.4418123 9.1617046 8.2929492 9.0382540 10.2305846 13.5172071 10.9054554 6.5994621 9.4759790 7.5301995 11.9174399 11.0517033 NA 6.5301987 9.9504012 10.5405096 8.9303790 8.3742492 8.3808216 14.4728966 6.9745018 7.9213899 10.3016347 7.4196409 8.4386659 10.6134826 11.1559681 8.0794037 14.0547893 9.3442959 8.0993078 10.7991344 10.1597949 7.5652461 6.7892871 11.9570141 10.8294825 9.9100748 9.3442959 9.5301993 10.0340902 7.3472520 8.7843374 10.1131897 9.4035930 12.8818526 4.4574433 8.4132433 8.9346737 10.8438259 9.8894808 11.2850869 7.2718878 9.9960668 7.0588933 7.3938778 8.6162702 10.4212360 8.7634136 5.1230247 3.5994606 8.7027500 NA NA 7.0913148 1.5994606 9.9526089 9.2433182 6.0257265 10.9314986 7.8089153 10.2269959 9.9009583 NA 9.8064763 13.6499910 8.2215137 9.5652464 10.7631118 10.5272401 9.5242745 8.1617043 4.9213887 8.8709250 10.3845222 0.5995082 4.5063544 7.5183250 13.1097317 8.8202757 10.1636116 6.7633638 5.1230247 12.8682964 11.3050944 10.3188509 10.1502088 10.1997282 11.5086051 3.5994606 10.2736544 8.1540510 10.3709515 10.7591695 10.7158060 9.9570141 0.5995082 0.5995082 9.1750013 2.5994606 13.4880151 8.7693870 8.8521275 3.5994606 8.4196409 9.4759790 NA 6.7693870 7.5183250 11.2095641 4.5063544 6.3808212 TCGA-AG-3612 55 0 NA 608 rectum stage iiib t3 n1 m0 female 2009 NA no rectal adenocarcinoma NA r0 1 NA 4 8 2 NA 3 1 5 5 3 3 NA NA 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 1.768567e-06 6.935557e-07 34.7222222222222 20.8333333333333 12.5 13.8888888888889 18.0555555555556 9.18531701 7.19509853 10.30644522 6.74053230 13.06496281 1.98564615 7.16555423 13.48245106 13.38077714 11.95106826 6.83113493 8.63669639 NA 3.15557115 9.99687199 3.57060865 9.18776849 9.08893263 10.25008733 8.96863828 10.61954809 8.68954833 12.62362801 7.61500130 -0.01435385 10.11363904 10.51214391 10.40981095 9.55169865 7.47845901 9.44507632 9.48104015 9.72035440 10.78735304 9.57623169 NA 0.0011093 -0.0187940 0.5089800 -0.0514510 -0.0514510 1.7439000 -0.0085766 0.6180300 0.6160700 -0.0069195 -0.0069195 1.9715000 1.9715000 1.9715000 -0.0260600 0.1257900 0.1124900 3.2725000 3.2725000 2.8474000 0.2812100 0.2016000 -0.0018014 -0.0018014 -0.0165430 -0.0493130 0.1470100 1.0616000 -0.8446800 -0.8177000 -0.8563000 -0.0127130 -0.8774900 0.5089800 0.5089800 1.4333000 -0.1668600 1.7950000 -0.0085766 -0.0125760 0.5963800 -0.0069195 0.0580810 0.0580810 -0.8543200 -0.8894300 -0.0056757 -0.0343590 0.0870630 -0.8909700 -0.8528000 -0.8426700 -0.9351900 -0.0332730 0.8954700 0.1358300 0.8280400 0.2812100 0.000 0.000 0.616 0.616 0.000 0.000 1.972 0.000 -0.854 0.000 0.000 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 0.895 2.847 0.136 0.828 0.000 0.000 0.147 1.058 -0.813 -0.813 0.000 0.000 0.509 0.509 1.433 1.433 0.000 1.744 2.774 0.000 0.267 0.267 0.000 0.000 0.616 0.616 0.000 0.000 1.972 0.000 -0.854 0.000 0.000 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 0.895 2.847 0.136 0.828 0.000 0.000 0.147 1.058 -0.813 -0.813 0.000 0.000 0.509 0.509 1.433 1.433 0.000 1.744 2.774 0.000 0.267 0.267 9.513122 5.916381 9.775178 8.812193 9.810603 4.892537 8.343197 10.687817 8.051734 7.547887 8.219264 2.793001 NA 4.377964 5.155571 NA 9.748857 8.919335 NA 9.407709 10.611354 1.985646 8.585557 7.008013 6.686084 5.343198 10.232385 7.062461 4.939842 12.909158 4.307574 3.445078 7.874388 10.975749 11.402442 13.006625 10.521892 8.013550 10.293836 6.317458 9.886512 8.292390 10.756309 11.661791 11.746365 3.245663 9.199964 11.410336 NA 12.711437 8.767005 8.977167 6.051733 10.975039 6.135391 9.096781 12.933282 12.418187 12.603342 5.916381 11.951068 7.469460 9.345394 10.794609 3.686086 10.716191 4.073109 12.969529 2.985646 9.102976 9.088933 8.170520 11.676516 9.016312 8.592975 4.499138 10.697312 10.159322 3.307574 8.954311 9.513122 9.859089 10.813781 8.776808 12.844403 15.902698 11.020444 8.640281 9.190216 9.158072 9.209646 11.309803 12.773751 10.364731 6.233572 8.846731 7.334373 11.98494008 11.11878693 1.98564615 7.19509853 10.81457454 10.30644522 8.48947028 8.48149956 8.42858839 14.80563414 8.64028073 8.13030285 10.09024345 7.82484867 8.62950088 10.80022716 10.56118396 8.29311892 14.33651484 9.48349658 8.96863828 9.59666946 10.93911364 8.13539173 7.74719604 12.04836549 10.32438107 10.62588963 10.51800060 9.81219319 9.83895429 8.76674223 9.64742281 10.81853473 8.61500130 12.20262090 -1.61396164 9.00523547 9.60934332 9.63669639 8.41609743 10.82878063 9.34539416 3.57060865 9.04634072 8.72711177 9.38865667 9.83113478 8.65622999 6.32549435 6.50920652 8.94274673 -0.01435385 NA 8.24303256 NA 9.08893263 8.87742832 6.69989028 11.86943353 8.98564473 10.35742136 9.58183440 1.57060865 10.86292881 13.49244815 8.15556963 9.46340299 10.61954809 10.56118396 9.44302558 8.95431149 5.91638110 9.85137801 10.21734585 NA 6.83113493 6.92815947 12.76001999 10.43891533 10.11363904 7.03080395 4.44507777 12.93856791 11.09678037 11.40560489 11.23416532 9.48104015 11.59251254 5.84362463 10.64564060 8.07310738 11.21145463 9.22165889 11.28198739 9.72035440 4.23357366 0.98564615 7.39596849 6.78006070 13.14030462 8.97148665 7.86216186 2.57060865 8.49802982 8.84673149 7.81853489 8.06246013 8.48947028 11.44558855 4.23357366 7.86828796 TCGA-AG-3725 90 0 NA 638 rectum stage iii t3 n2 m0 female 2005 NA no rectal adenocarcinoma NA r0 5 NA NA NA 3 4 1 1 3 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4757198 8.7032371 11.0964592 6.9412061 13.3185137 2.9262652 8.0850060 13.3465016 14.3593197 12.8026876 7.8116136 8.9224940 0.7563402 6.4842509 9.4261018 5.1313714 8.9473900 10.2656111 9.7010430 13.2412796 10.8794823 8.1572105 12.8144072 8.4252159 0.3413027 10.0894862 10.7467895 10.1006269 9.5491212 8.6423933 9.5045239 9.0383187 11.1507936 11.2551802 9.8484273 1.7563402 0.04131700 0.04131700 0.52310000 -0.09512000 -0.09512000 -0.04888300 -0.01064600 0.00138680 0.00138680 -0.00097017 -0.00097017 1.41390000 1.41390000 1.41390000 1.13200000 0.04188300 0.02539000 0.57487000 0.74918000 0.74918000 0.03264000 0.04613300 0.02342600 0.02342600 0.04131700 -0.01422800 0.34307000 0.32316000 -0.56892000 -0.56892000 -0.56892000 -0.21726000 -0.21726000 0.52310000 0.51751000 1.06230000 -0.09512000 -0.09512000 -0.01064600 -0.01064600 0.00138680 -0.00315040 0.01209700 -0.00443120 -0.54663000 -0.54663000 0.55148000 -0.55296000 -0.54875000 -0.49184000 -1.15160000 -1.15160000 -1.20560000 -0.15426000 0.57487000 -0.47733000 -0.54814000 0.03264000 0.000 0.000 0.000 0.000 0.000 0.000 1.414 0.000 -0.547 1.132 0.579 -0.549 0.000 -0.469 -1.151 -0.154 -0.154 0.000 0.000 0.575 0.749 -0.477 -0.548 0.000 0.000 0.343 0.343 -0.569 -0.569 -0.217 -0.217 0.523 0.523 1.062 1.062 0.000 0.000 0.892 0.892 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.414 0.000 -0.547 1.132 0.579 -0.549 0.000 -0.469 -1.151 -0.154 -0.154 0.000 0.000 0.575 0.749 -0.477 -0.548 0.000 0.000 0.343 0.343 -0.569 -0.569 -0.217 -0.217 0.523 0.523 1.062 1.062 0.000 0.000 0.892 0.892 0.000 0.000 8.073744 3.279887 9.057827 7.333760 9.916833 1.563695 7.060111 10.436251 6.773139 8.228006 8.936240 4.756329 NA 4.041734 8.499482 -1.243660 8.006630 7.895882 -1.243660 8.587638 11.158544 3.563683 8.651149 8.557231 4.279895 2.456780 10.071480 5.356242 8.759146 12.886982 4.687066 6.657198 6.951088 11.248184 11.680958 11.361347 8.898438 6.215762 10.999633 5.457742 10.152936 8.149914 10.733969 12.157380 11.997271 2.873203 9.693705 10.243166 -1.243660 11.488922 9.658706 9.980333 6.843794 10.502005 4.248186 9.801408 12.433390 12.976180 12.846774 6.657198 12.802688 3.511215 7.326187 10.358102 1.563695 9.902263 4.248186 12.892441 3.965784 10.078822 10.265611 7.100627 12.410072 8.691496 8.947390 4.196284 12.976634 9.885614 -1.243660 9.410072 9.817702 10.185214 11.697195 8.369199 12.731642 14.546178 11.055539 8.248184 8.165722 8.855679 9.619743 11.754216 13.538100 11.468619 7.279893 9.551559 7.970650 11.9688273 11.0368118 -0.2436598 8.7032371 11.4496001 11.0964592 9.1867835 8.9899505 8.8674666 15.4127554 8.3728799 8.7966208 10.8827127 8.7061575 9.1357093 10.4167726 10.7061576 8.6028399 14.5409913 9.0692140 9.6111993 9.9268820 10.3147516 7.3562442 6.1050599 11.1977190 10.5733145 10.9306325 9.9633452 10.3417630 9.7386115 8.3283298 9.5120530 11.2211319 10.2526854 12.5751587 NA 8.9124139 8.1593431 10.4675676 7.9730768 12.4134260 7.3261868 6.0137191 8.8869016 7.0509522 9.7703514 10.4082795 8.3599573 5.4567700 7.2641254 9.1270183 1.0782682 NA 6.9162019 NA 10.2656111 9.1614723 3.6632194 11.0234102 8.9839470 10.1888728 9.7407493 0.3413027 10.1657218 14.0065923 8.7061575 9.4994824 10.8794823 10.9199806 10.1421934 8.8752720 3.0042497 10.6855894 11.6938335 -1.2436598 6.8752714 6.5112182 12.3863705 10.4015390 10.0894862 7.2116586 6.4842509 13.1010429 10.8872232 11.3094802 10.6804011 9.0383187 11.4831877 2.7563402 10.1394952 8.3051529 9.6870682 9.8965216 10.9452288 11.1507936 0.3413027 -1.2436598 7.6537229 4.8856134 13.5830284 9.8291335 9.2531847 -0.2436598 8.9743856 9.5515589 4.7336092 8.4808447 5.7786975 12.1609403 3.9262557 4.8856134 TCGA-AG-3726 63 0 NA 243 rectum stage i t2 n0 m0 female 2006 NA no rectal adenocarcinoma NA r0 0 NA 3 1 4 NA NA NA 5 5 3 3 NA NA 7 0 0 0 0 4 0 0 0 0 0 4 4 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 3.537134e-06 9.016224e-07 32.8125 17.96875 20.3125 12.5 16.40625 5.988080 6.163929 12.389592 5.692625 13.043162 1.233213 10.296588 14.003400 13.620806 13.370664 6.772352 7.599515 4.481118 2.233182 6.961113 4.481118 9.735030 7.499979 10.432865 12.327271 8.418068 7.573043 13.872760 5.961114 4.692622 9.021095 11.816276 9.131038 9.301971 6.442647 8.403118 9.158332 10.027609 11.955146 9.285761 NA 0.00374650 0.01978300 -0.00207840 -0.74629000 -0.74629000 0.64940000 0.01181800 0.01098200 0.01098200 0.67641000 0.67641000 -0.01436600 -0.01436600 -0.01436600 0.46451000 0.03284500 0.03284500 0.67602000 1.27480000 1.30790000 -0.05711600 0.46666000 0.02806000 0.02806000 0.00374650 0.00468450 -0.00096161 -0.02767100 0.00138680 -0.03204100 -0.02548300 -0.01314900 -0.03987000 0.00805670 -0.02000100 -0.00152430 -0.74629000 0.65737000 0.01181800 0.01181800 0.00402430 0.00013863 0.01042400 0.00763920 0.02932500 0.02560300 -0.71995000 -0.73209000 -0.70702000 -0.72941000 -0.72941000 -0.74728000 -0.74728000 0.00695710 0.71396000 -0.07827800 0.03891300 -0.05711600 0.000 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.539 -0.174 -0.707 0.000 -0.729 -0.729 0.000 0.000 0.000 0.000 0.000 1.261 0.000 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.115 0.631 0.696 0.696 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.539 -0.174 -0.707 0.000 -0.729 -0.729 0.000 0.000 0.000 0.000 0.000 1.261 0.000 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.115 0.631 0.696 0.696 0.000 0.000 10.1975337 2.5551290 11.2409210 8.1400833 7.3829395 1.8181552 8.7762248 11.4162079 10.1580053 7.1873887 12.5915693 3.0405418 NA 3.4031177 2.2331825 0.2331518 10.7479069 7.7723515 NA 10.3325407 10.2911845 4.7567565 5.7877824 6.5551213 5.4031177 1.2332132 12.2296663 5.7877824 6.1158365 11.6212101 3.2331978 3.8181552 8.9914161 10.1173634 10.5652294 12.0977659 9.6016993 8.6678212 8.8048319 7.6358639 5.6926253 8.1931946 11.5769338 12.4748186 10.7230408 4.6255101 9.0079798 10.6719847 NA 12.3233053 10.0660829 9.5415319 3.6926281 11.5197506 4.5551229 6.4811197 13.2370621 11.9444296 11.4775567 6.1513413 13.3706643 6.4426466 9.4279497 10.3153419 0.2331518 12.5975491 5.6926253 10.7429679 5.1400833 9.2884753 7.4999790 7.6594579 10.9645118 7.5995149 9.9231908 5.3579355 10.6874921 11.5329732 3.0405418 8.0405478 6.8030488 9.9628136 10.4751760 5.7567538 13.3594133 15.9805131 9.7547933 9.3247076 8.3880108 10.2090408 8.4952878 10.1126689 11.8998607 8.9746598 4.7567565 6.9336328 5.4426450 13.3605424 12.6990143 NA 6.1639294 9.9813858 12.3895920 8.2161866 8.1340597 5.9056181 15.8534390 8.4905806 8.7916135 12.3226433 5.8479017 7.9947443 12.5722077 9.9679025 7.4326688 14.8947483 7.6761362 8.7409876 11.3259500 8.2666160 8.1035574 4.7567565 12.1753408 8.7567548 11.5940400 6.6926239 11.4043696 11.5545573 7.3521335 7.4131015 8.7210329 7.8181552 13.6469080 3.0405418 9.7429679 10.6892494 10.1112438 8.6552577 13.7219117 9.4279497 2.8181552 9.4279497 7.4523615 11.7175123 7.5278140 8.9365773 6.4031177 7.1400833 5.8479017 NA NA 9.2884753 NA 7.4999790 9.7762246 7.0405473 13.2294898 7.5369737 9.2830413 7.6761362 2.5551290 11.7873020 12.0829889 8.9780266 10.7320421 8.4180681 9.0786829 10.4834912 8.1158359 2.2331825 7.3829395 12.2123858 NA 0.2331518 5.4031177 13.9963014 7.8111505 9.0210955 7.8479030 3.6926281 10.8779504 10.4999794 9.8460614 12.4043696 9.1583320 13.3317185 5.6926253 12.0915625 9.1580055 7.4715972 10.0360647 13.0788789 10.0276087 1.2332132 NA 8.1115504 6.2104726 12.4389861 8.5369737 6.0660827 NA 7.6011758 6.9336328 0.2331518 5.6255101 5.8181552 8.6552577 3.8181552 6.0145517 TCGA-AG-3727 78 0 NA 30 rectum stage iii t3 n1 m0 female 2006 NA NA rectal adenocarcinoma NA r0 2 NA 3 3 4 NA 1 1 5 5 3 3 NA NA 7 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 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184701e-06 4.85489e-07 56.4102564102564 11.5384615384615 12.8205128205128 12.8205128205128 6.41025641025641 6.8314289 6.4744945 11.4988072 5.8115275 12.9980557 0.6416385 12.8513617 13.3615273 13.3259140 13.3281043 6.8314289 7.1651653 NA 6.7913505 6.4744945 3.6416038 10.2415166 6.8704227 10.8449518 16.0376733 8.1254197 7.2998152 14.1720101 4.2265625 1.6415923 8.8656055 11.7016241 8.1010354 8.8559228 7.5605866 7.8014749 9.3512045 9.9991557 11.4593868 8.0594564 0.6416385 0.0169410 0.0116360 0.0154240 -0.8289800 -0.0188070 1.2258000 0.0168020 0.9766100 0.0264710 0.0277350 0.0277350 0.6912400 0.6912400 2.0558000 0.0363300 0.0494960 0.0494960 0.7826700 1.7009000 0.7761200 -0.0632080 -0.0826260 -0.7950500 0.0390110 0.0169410 0.0012379 0.0046762 -0.0095082 -0.0227860 -0.0227860 -0.0497360 -0.0102190 -0.0387560 0.0536200 -0.0122410 -0.0329010 -0.8321200 -0.0188070 0.0000000 0.0238040 -0.8180500 0.0277350 -0.8154300 -0.8154300 -0.7882700 0.0418390 0.0730710 0.0182100 -0.8076900 0.0319560 -0.8027100 -0.8285900 -0.8285900 0.0155440 0.0626070 0.0031483 0.0082922 -0.0773620 0.000 0.000 0.000 0.000 0.000 0.000 0.691 -0.815 0.000 0.000 0.000 -0.771 0.000 0.000 -0.798 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.691 -0.815 0.000 0.000 0.000 -0.771 0.000 0.000 -0.798 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.810 0.000 0.000 0.000 0.000 0.000 10.357566 3.641604 11.036066 8.641604 7.536421 2.963530 9.092815 11.880008 10.715745 6.908390 11.375466 2.226570 1.641592 5.770887 7.016643 NA 11.158289 7.831428 NA 9.359280 9.592888 5.595799 4.963530 7.791351 6.133457 1.641592 10.487094 7.149399 8.542470 11.851057 6.133457 7.436019 8.781155 10.487094 9.901347 12.262740 9.153356 7.436019 8.926867 7.823899 6.499584 7.084547 11.718419 12.043315 10.418037 4.747618 9.215251 11.361848 NA 12.969437 10.409788 9.704999 4.811528 12.107680 5.685999 6.685998 13.611170 11.944243 11.575294 5.881156 13.328104 6.548494 9.569382 10.838820 1.641592 11.443643 7.685998 11.665358 2.963530 8.523391 6.870423 8.248934 10.875223 7.999156 9.331602 3.283151 12.743251 11.524247 3.963530 8.165166 6.165166 10.029621 10.414743 5.595799 13.105128 14.945106 9.752739 10.921470 8.972521 10.098985 10.468152 9.744892 12.075189 10.135459 5.165164 7.355850 4.963530 12.3763134 12.6753709 NA 6.4744945 9.1334569 11.4988072 8.3350906 7.9725203 4.8115275 15.6416883 8.5604670 7.9177283 12.6608469 4.7290687 8.0594564 12.2953445 10.3729227 7.9036987 14.6453851 6.7290660 8.3350906 12.1025715 8.6859979 8.6245974 5.3420427 12.2340608 8.9408119 12.9264278 6.1961919 11.4665625 11.8686179 7.6296065 6.7076932 8.3627031 6.9635319 13.4728001 3.2265702 9.7708867 10.6707253 8.8363606 6.7290660 12.8074529 9.5693817 7.5957998 10.0928149 7.8215125 11.6968862 6.7290660 8.5958001 6.4744945 9.3033819 6.3140294 NA 0.6416385 7.8800083 NA 6.8704227 10.8631909 7.0509946 13.2152509 7.2114591 8.5958001 7.9177283 NA 11.5173531 12.4229635 8.6750266 10.6160183 8.1254197 8.9362245 10.6500324 7.3830709 2.6415923 7.2114591 11.6490726 NA 2.6415923 6.1334567 14.4164937 7.5794193 8.8656055 7.2415170 3.6416038 10.3087152 9.9385200 9.0339213 12.3442093 9.3512045 13.5219525 5.6859990 12.4792317 9.1493983 7.9177283 9.1617116 13.5828348 9.9991557 1.6415923 0.6416385 7.5581995 5.3420427 12.3872781 7.9635319 5.3420427 NA 7.3924780 7.3558497 7.6968862 4.5484921 6.8895307 8.6584122 4.5484921 4.2265625 TCGA-AG-3728 73 0 NA 912 rectum stage iiib t3 n1 m0 male 2006 NA no rectal adenocarcinoma NA r0 3 NA 4 6 3 NA NA NA 5 5 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.607862 6.167290 11.394458 6.038006 12.613073 3.845360 9.557643 13.458530 13.704230 13.108463 6.968744 7.480950 3.622965 1.038015 6.247460 5.207932 8.207931 7.038006 10.466367 15.060374 8.652716 7.285934 13.756539 6.561569 3.622965 8.738446 11.805363 8.630463 9.038006 8.071650 9.455859 8.833267 10.015286 12.716166 8.845361 NA 0.0144700 0.0144700 0.5830900 -0.4382100 -0.4382100 0.0781500 -0.3449200 0.0118180 0.0118180 -0.3402100 -0.3402100 1.3487000 1.3487000 1.0369000 0.0430150 -0.0124380 -0.0124380 1.1912000 1.1912000 1.1681000 -0.0343590 -0.0231550 -0.3116700 -0.3116700 -0.3116700 0.0132130 -0.0446860 -0.0446860 -0.3544200 -0.5845100 -0.3328300 -0.3835800 -0.3835800 0.5830900 0.5677300 0.3666700 -0.4382100 -0.4382100 -0.3449200 -0.3449200 -0.0059522 -0.3402100 0.0732580 0.0732580 -0.3787600 -0.3787600 -0.4147600 0.0430150 -0.0124380 -0.7879900 -1.0733000 -0.7893300 -0.7893300 0.0000000 1.1912000 -0.3473300 -0.3551000 -0.0343590 -0.109 -0.345 0.000 0.000 -0.340 -0.340 0.750 0.000 -0.379 0.000 0.000 0.000 0.000 -0.772 -0.772 0.000 0.000 -0.312 0.000 1.191 1.191 -0.356 -0.355 0.000 0.000 0.000 0.000 -0.354 -0.354 0.000 -0.384 0.583 0.583 0.428 0.428 -0.438 0.000 0.000 0.000 0.000 0.000 -0.109 -0.345 0.000 0.000 -0.340 -0.340 0.750 0.000 -0.379 0.000 0.000 0.000 0.000 -0.772 -0.772 0.000 0.000 -0.312 0.000 1.191 1.191 -0.356 -0.355 0.000 0.000 0.000 0.000 -0.354 -0.354 0.000 -0.384 0.583 0.583 0.428 0.428 -0.438 0.000 0.000 0.000 0.000 0.000 10.254752 5.681862 10.012421 9.093289 8.114822 4.622971 9.054815 10.875634 9.812793 7.667363 9.792894 6.285933 1.038015 9.065912 3.359929 NA 11.028110 8.480950 1.038015 10.202913 9.899093 7.577165 6.038006 6.652716 7.304793 1.963992 11.363312 7.932824 9.789550 13.655015 3.038015 8.247460 9.581038 10.371162 9.965784 11.956124 9.197878 8.464271 9.263792 8.134669 7.082400 7.622969 11.376743 11.883959 9.799558 3.632559 9.377856 11.134722 1.038015 12.751822 9.464271 9.611654 4.207932 11.520814 8.146531 8.377856 13.624612 11.637919 11.640705 4.845360 13.108463 7.779473 10.741910 9.974644 2.038015 11.601203 6.247460 11.726257 4.207932 8.712622 7.038006 9.799558 10.962819 7.980521 8.285934 4.089380 12.696664 10.953886 5.359936 9.026691 6.765927 9.905285 10.838906 8.197878 12.145877 15.984066 10.177558 9.752252 8.938873 9.328025 10.613546 10.237605 12.823050 10.210434 5.285935 8.177558 6.845361 13.256872 12.365559 1.038015 6.167290 9.825909 11.394458 7.447397 7.980521 6.845361 14.509137 8.765927 8.314131 11.683665 6.529860 7.247460 12.101401 10.271626 6.561569 15.056815 7.819366 8.799558 10.779473 9.177558 7.359934 9.938873 11.398853 9.382302 11.747090 8.561568 10.928271 11.397756 7.207931 7.577165 9.364436 7.845361 13.303237 NA 9.974644 10.530220 9.009550 8.779473 11.530861 10.741910 5.738446 10.237679 9.413046 11.479913 8.819366 8.902192 5.845362 6.529860 6.845361 NA NA 8.674631 1.038015 7.038006 9.217915 7.622969 12.748813 7.845361 10.636059 7.187754 1.038015 11.329177 12.363312 8.600249 10.822641 8.652716 9.197878 11.323409 8.136039 6.652716 8.125469 11.348051 1.038015 5.561567 9.038006 13.963932 8.156947 8.738446 6.870896 4.497440 11.483021 10.093289 9.861374 12.239518 8.833267 12.731058 6.207932 11.805363 8.738446 8.177558 8.756026 12.185211 10.015286 6.167290 1.038015 8.744744 6.247460 13.052724 7.968743 7.497438 1.038015 7.162748 8.177558 NA 6.355962 8.187753 9.076925 4.497440 6.681862 TCGA-AG-3731 65 0 NA 1126 rectum stage iv t3 n1 m1 male 2004 NA no rectal adenocarcinoma NA r2 3 NA NA NA 1 1 3 1 1 2 1 1 1 1 5 1 0 0 4 4 0 0 4 1 1 0 5 0 0 5 1 1 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 5.305701e-06 1.595178e-06 32.1782178217822 6.93069306930693 15.8415841584158 35.1485148514851 9.9009900990099 10.468033 8.807532 11.573320 7.357609 13.327450 4.519668 7.034840 13.425347 12.158223 11.778153 8.685578 10.821619 1.782702 6.640682 9.695590 4.879564 9.311480 11.410842 9.663984 11.192091 11.175018 7.643443 12.761252 8.428159 3.612777 10.101118 10.638607 10.009915 9.947049 8.765441 10.106631 10.052201 9.717374 10.732041 9.697584 4.313217 -0.1639600 -0.1639600 -0.0012473 0.0259520 0.0259520 1.5905000 -0.3668000 0.0174040 0.0169850 1.4742000 1.5123000 0.0030522 0.0030522 0.0038854 0.5232800 0.0356650 0.0511030 0.8170800 0.8170800 0.8170800 0.0000000 -0.0359860 -0.1536200 -0.1685300 -0.1639600 0.0399020 -0.1575800 -0.1317300 -0.2070900 -0.0568460 0.3989400 -0.1815600 -0.1687900 -0.0085766 -0.0257560 0.0228650 0.0307320 0.5259000 0.0097276 0.4645100 0.0169850 0.0831980 0.0801680 -0.4289800 -0.0316320 0.0540910 -0.0354480 -0.0117490 -0.4179400 -0.2900000 -0.2900000 0.5062000 -0.0246610 0.0933300 0.5622300 0.0213230 -0.6860600 0.0000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.421 0.000 -0.265 -0.265 0.000 0.000 -0.164 -0.164 0.562 0.817 0.000 -0.148 0.000 0.000 -0.132 -0.132 -0.150 0.000 -0.169 -0.169 0.000 0.000 0.000 0.000 0.526 0.526 -0.178 -0.178 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.421 0.000 -0.265 -0.265 0.000 0.000 -0.164 -0.164 0.562 0.817 0.000 -0.148 0.000 0.000 -0.132 -0.132 -0.150 0.000 -0.169 -0.169 0.000 0.000 0.000 0.000 0.526 0.526 -0.178 -0.178 0.000 0.000 7.987815 6.483140 8.663984 11.018980 10.016852 5.689590 8.689591 10.093566 6.731717 8.654434 9.499996 7.112621 NA 7.182631 7.948166 NA 8.761252 7.470756 -1.387223 8.256631 10.674147 3.313217 10.148051 8.553823 5.136339 5.624001 9.372664 6.212688 7.867804 11.962886 6.464525 9.029573 7.765060 10.674147 10.715407 11.861296 9.436939 5.256633 10.528778 5.585813 10.155807 8.657975 9.755521 13.205697 12.118463 2.558562 9.9176970 11.0048244 0.6127771 11.8311872 9.3668277 11.0271963 7.7901947 9.6969194 6.8701637 9.8203998 12.0354972 13.2233965 13.3087648 6.9526248 11.7781535 6.4071913 10.0088448 10.4185192 3.7420601 9.9850964 6.1977376 11.6266214 6.3270208 11.5177862 11.4108421 9.2126882 12.9096199 8.7081724 8.4969460 5.0117774 10.5896974 11.4938893 1.6127771 10.1456182 9.7407697 9.9818274 12.1803750 10.7484846 11.3265914 13.4905637 10.8364754 7.4862196 8.0007927 9.1353568 7.7134374 12.5725962 12.8354948 11.5781123 7.3576092 10.2754437 7.6351435 11.260683 10.775167 1.934705 8.807532 11.670598 11.573320 9.495418 9.444874 9.766960 14.207420 8.456697 7.473862 10.897599 10.840692 8.885405 10.969227 11.140985 10.012918 14.352503 8.418519 9.655803 9.889481 9.723911 7.881902 8.612775 11.963300 10.176448 9.835570 9.148051 10.349600 10.221954 8.098866 10.177877 11.437137 9.888318 12.516043 NA 9.355927 8.846395 10.881610 9.873695 13.622167 10.008845 6.787701 9.007238 10.054682 9.713438 9.902218 9.195858 7.510621 9.628887 9.417713 1.782702 3.256633 9.642063 NA 11.410842 11.334942 6.360968 11.161838 8.883071 10.475413 10.132903 1.934705 10.614184 13.721749 9.557487 10.813061 11.175018 10.147565 9.926225 9.260234 4.700240 11.428559 9.973002 2.934705 4.970329 8.655803 12.550885 10.554190 10.101118 7.601460 6.513642 12.778703 10.485450 10.981555 10.860109 10.052201 12.534151 6.501519 10.660922 8.829521 11.015255 11.727331 11.417713 9.717374 4.420132 1.612777 7.359525 5.555289 14.026833 9.979644 9.399045 1.934705 9.354057 10.275444 4.367665 9.652380 8.090534 12.239169 5.996479 7.950397 TCGA-AG-3732 78 0 NA 1003 rectum stage i t2 n0 m0 female 2005 NA no rectal adenocarcinoma NA r0 0 NA NA NA 4 2 NA NA 2 2 2 2 3 4 4 0 0 4 1 0 0 0 0 4 4 0 6 4 0 4 0 0 4 0 0 4 0 4 0 2 4 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 6 0 0 3.641168e-06 1.664534e-06 28.7581699346405 5.88235294117647 10.4575163398693 48.3660130718954 6.5359477124183 11.249659 8.400318 11.993166 6.760088 13.340516 4.285484 7.436650 13.296896 13.891224 13.049355 8.109520 9.193495 1.859214 8.967746 9.116609 3.444190 9.830765 10.268612 9.190138 13.738613 11.034459 8.218971 12.833188 8.464701 5.301833 11.113659 10.595623 10.626992 9.247239 9.421034 10.328354 8.377914 10.717591 8.698425 10.246162 4.903617 0.01789500 0.01559500 0.00056263 -0.06262200 0.63172000 0.75014000 0.01126900 -0.33825000 -0.33825000 0.01797100 0.01797100 0.08407300 0.08407300 -0.55446000 -0.00137780 -0.06611000 -0.02944000 -0.00483810 -0.00483810 -0.00483810 -0.72198000 -0.11508000 -0.00981050 -0.00981050 0.01789500 0.02427600 -0.62493000 -0.08796900 -0.62531000 -0.56911000 -0.56550000 -0.62581000 -0.60380000 0.00056263 0.00056263 0.02049600 -0.64972000 0.63172000 0.01126900 0.01126900 -0.33825000 0.00820390 0.02539900 0.01224500 -0.64358000 -0.00469980 -0.03979300 -0.63953000 -0.67966000 -0.63594000 -0.60925000 -0.60925000 -0.60925000 -0.11246000 -0.00483810 0.47616000 -0.06503700 -0.72198000 0.000 0.000 -0.338 -0.338 0.000 0.000 0.000 0.000 0.000 0.000 -0.638 -0.614 0.000 -0.636 -0.636 -0.112 -0.112 0.000 0.000 0.000 0.000 0.318 0.000 0.000 0.000 0.000 0.000 -0.625 -0.544 0.000 -0.604 0.000 0.000 0.000 0.000 -0.573 0.632 0.000 0.000 -0.115 -0.115 0.000 0.000 -0.338 -0.338 0.000 0.000 0.000 0.000 0.000 0.000 -0.638 -0.614 0.000 -0.636 -0.636 -0.112 -0.112 0.000 0.000 0.000 0.000 0.318 0.000 0.000 0.000 0.000 0.000 -0.625 -0.544 0.000 -0.604 0.000 0.000 0.000 0.000 -0.573 0.632 0.000 0.000 -0.115 -0.115 8.041616 5.741863 7.941370 8.316602 10.040374 4.181150 7.760088 9.893332 7.078390 5.029148 8.442304 6.510274 NA 5.531647 6.634008 NA 9.776593 7.343037 NA 8.021612 11.399107 9.940705 8.536941 8.255826 6.957253 NA 9.230998 6.807588 8.490398 12.305141 6.268612 13.159288 8.268612 9.721859 11.731896 12.248718 8.899511 5.473930 11.981896 7.068626 10.690529 7.795034 9.493125 12.558140 11.567012 2.765153 10.270732 10.791436 NA 11.021927 9.609928 11.569167 7.949334 10.223903 8.501273 10.068065 11.794202 13.276942 13.073920 7.063792 13.049355 5.587143 8.936037 9.696849 5.068675 8.994931 4.766113 12.283256 5.068675 10.842215 10.268612 7.347061 12.773139 10.159002 8.801736 4.438765 12.834890 11.147511 1.181166 10.537821 9.915859 10.347564 12.207396 10.964148 11.326063 14.018449 10.181149 8.882976 7.484930 8.923964 8.578610 11.085935 13.155492 11.922269 8.039130 10.643447 7.425275 11.765172 10.847196 2.946693 8.400318 11.673604 11.993166 10.366520 9.375906 10.034771 14.600528 6.510274 9.896082 10.480815 9.413810 9.312492 11.150968 11.287320 8.528089 13.745299 8.588842 9.764608 9.917213 10.065015 6.729585 10.131268 11.172955 11.030398 10.120729 10.054594 10.303719 10.408525 7.235042 8.896768 11.523891 10.741482 12.683683 NA 9.244005 8.102395 10.946021 10.368007 12.671700 8.936037 11.038508 7.576898 8.432868 10.013407 10.695666 9.470643 6.302165 2.666575 9.894708 5.545721 NA 8.788480 0.859254 10.268612 10.063793 6.566581 10.755175 7.813418 10.754797 10.604475 0.859254 10.506680 13.669994 10.300609 10.292285 11.034459 10.882976 10.061345 8.451678 6.495845 10.784776 10.106573 1.859214 7.535178 9.602373 12.940538 9.185651 11.113659 8.142402 7.053978 13.002206 10.364040 10.420987 10.800269 8.377914 11.618902 4.107152 10.164143 9.032898 11.290980 9.873939 11.093440 10.717591 7.003880 3.444190 8.133576 4.107152 13.173521 10.451211 10.118965 1.666575 9.080228 10.643447 1.859214 8.165283 5.836502 12.053517 5.029148 8.343037 TCGA-AG-3742 85 0 NA 30 rectum stage i t1 n0 m0 female 2004 NA NA rectal adenocarcinoma NA r0 0 NA NA NA 2 4 3 1 4 4 2 2 NA NA 7 0 0 1 4 4 0 0 4 0 0 0 4 0 0 7 0 0 0 4 0 1 0 0 0 0 0 5 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 5.305701e-06 1.941956e-06 37.1428571428571 8.09523809523809 15.7142857142857 33.3333333333333 5.71428571428571 10.2989396 8.5656969 11.1332025 6.5126788 13.9763124 3.9657843 7.6168363 13.7086000 13.0826156 12.5460429 7.8994748 9.8468982 -1.0341603 0.9657658 9.8816637 3.6662226 9.3920490 10.2899648 10.2831970 6.3666632 10.6583998 8.1281758 12.2401624 8.6748681 3.5507529 10.3467864 10.4465745 10.6804591 10.4019752 8.3519269 9.9459238 9.4412542 10.1027754 10.8968911 9.9791069 2.7731313 0.02090300 0.02090300 0.00069327 -0.74612000 -0.74612000 1.67130000 0.00000000 -0.00152430 -0.00152430 -0.01437500 0.00277450 1.45700000 0.69241000 0.69241000 0.02468900 0.54400000 -0.06155500 1.23690000 1.92180000 1.20850000 -0.02985700 -0.02985700 0.02090300 0.02090300 0.02090300 0.00458000 -0.02425100 -0.01422800 -0.01216200 -0.01216200 -0.68979000 0.00194180 0.00194180 0.00069327 -0.00539920 0.67030000 -0.74612000 -0.00083160 0.01056400 0.00000000 -0.00484610 -0.00948120 -0.71107000 -0.73459000 -0.71435000 -0.72782000 0.02468900 0.02468900 -0.74002000 -0.71809000 -0.71809000 -0.69351000 -0.74238000 -0.01326400 -0.74185000 0.02595200 0.00889200 -0.02985700 0.000 0.000 0.000 0.000 0.000 0.000 0.692 -0.735 -0.728 0.000 0.000 -0.678 0.000 -0.718 -0.718 0.000 0.000 0.000 0.000 0.489 1.230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.670 0.670 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.692 -0.735 -0.728 0.000 0.000 -0.678 0.000 -0.718 -0.718 0.000 0.000 0.000 0.000 0.489 1.230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.670 0.670 -0.740 0.000 0.000 0.000 0.000 0.000 7.896521 5.010180 8.732313 10.429309 9.877176 3.720672 7.960138 10.261553 6.659271 9.246555 8.738924 NA NA NA 4.693704 NA 8.253497 7.869666 NA 8.925786 11.162694 2.666234 8.429309 8.375175 5.707251 3.965784 10.251187 4.798673 7.550747 12.931118 1.287709 4.323334 6.241909 10.352186 12.195655 12.277249 10.839997 5.848428 12.445194 5.425218 9.859086 9.091688 10.225528 12.289254 11.955711 4.267738 9.66882260 11.09022876 0.55070370 12.47147180 9.61234291 10.29333691 7.68688356 10.19099171 3.21370499 9.53088638 12.42431906 13.18199964 13.05688905 7.34477258 12.54604286 5.58049526 8.93012524 10.84383518 -0.03416032 10.38732323 5.37517500 12.44341608 3.55075294 10.27241564 10.28996480 8.22552752 12.38099789 8.79709147 9.39204904 5.58739800 8.78436656 10.85148062 0.55070370 9.51845331 10.73479564 9.99023135 11.87904773 7.93732791 13.37974270 14.39787462 10.92469947 8.83320193 7.98259264 9.92723396 8.40457619 12.11537264 13.17256974 11.53203340 7.10021028 9.22081288 8.43542608 11.10948639 11.09860530 NA 8.56569694 11.91998060 11.13320246 9.18010334 9.19219638 9.32772800 15.57758661 8.55824123 7.86363001 9.27412326 8.36452779 9.45963981 10.49277252 10.44050419 8.60280760 13.91342122 9.12943398 9.74796351 9.14444922 9.88464752 7.59149317 0.55070370 11.64019725 10.75938756 9.05457257 10.06315803 9.88166370 9.70472104 9.32311625 10.08472536 11.43160572 9.38363691 12.23868812 NA 9.03590511 8.31672366 10.01290816 5.13570723 13.49106039 8.93012524 3.87267119 8.96578428 8.89947505 9.39832621 9.63997662 8.01017840 6.77313921 6.56569770 9.09635490 0.55070370 NA 6.87267488 0.55070370 10.28996480 8.73727371 4.55074679 11.22376137 8.63466913 9.77715897 10.04793339 1.28770869 10.53183837 13.89938274 8.78755816 9.30452062 10.65839975 10.94699478 9.55168577 9.01154400 3.28770869 10.27298511 10.57554936 NA 6.58049375 3.55075294 12.31934466 9.50978272 10.34678640 7.67314368 6.32333584 13.38508615 10.91816154 10.98537505 10.28714870 9.44125418 12.12202539 5.52037196 10.22493900 8.86211659 10.26499236 9.78036670 11.21549035 10.10277543 -0.03416032 NA 7.96589681 5.48934704 13.97259247 10.23432623 8.65927133 NA 9.09175298 9.22081288 7.10533551 8.18010359 7.74714433 12.24408853 5.13570723 5.37517500 TCGA-AG-3878 64 0 NA 30 rectum stage i t2 n0 m0 male 2007 NA NA rectal adenocarcinoma NA r0 0 NA 4 7 5 NA 3 1 5 7 3 3 NA NA 7 0 0 0 0 4 0 0 4 0 0 0 0 0 0 7 7 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2.150023e-06 4.85489e-07 48.0519480519481 16.8831168831169 16.8831168831169 11.6883116883117 6.49350649350649 7.981951 6.667255 11.431462 6.073246 12.901593 5.515252 10.010662 14.764930 13.699576 13.113924 6.593254 7.240144 1.930283 5.702879 6.702878 4.252219 8.593254 8.165505 10.761068 14.981611 8.264189 7.389720 13.748738 6.178217 4.252219 9.336848 11.526478 9.168693 9.116816 7.907645 9.479753 10.170667 10.486156 11.913757 8.763179 1.345340 -0.00318590 -0.00318590 0.00624810 -0.00595220 -0.00595220 -0.00595220 -0.00318590 -0.00415460 -0.00415460 -0.00235530 -0.00235530 -0.00055444 -0.00055444 -0.00055444 -0.00981850 -0.00747200 -0.00747200 0.31001000 0.31001000 0.31001000 0.04400700 0.03439500 -0.00318590 -0.00318590 -0.00318590 -0.00277660 0.00235810 0.00235810 0.00000000 0.00000000 0.00000000 0.00013863 0.00013863 0.00624810 -0.00609040 0.32677000 -0.00595220 -0.00595220 -0.00318590 -0.00318590 -0.00415460 -0.00235530 0.01768400 0.00041834 -0.00705760 -0.00705760 -0.00981850 -0.00981850 -0.00747200 -0.00498440 -0.00498440 -0.00561480 -0.00561480 0.26642000 0.31001000 -0.01119800 -0.00636680 0.04400700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.266 0.266 0.000 0.000 0.310 0.310 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.327 0.327 0.000 0.000 0.321 0.321 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.266 0.266 0.000 0.000 0.310 0.310 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.327 0.327 0.000 0.000 0.321 0.321 0.000 0.000 10.670632 4.868889 10.343917 9.796537 8.264189 3.152686 9.086793 11.027443 10.520252 6.667255 10.988280 5.702879 NA 9.754717 8.258216 NA 10.696265 8.126686 1.345340 9.981951 10.141366 6.515250 6.612112 8.276063 6.276063 2.345340 11.380813 8.658209 10.258216 11.915182 5.630729 8.443358 10.047499 9.741931 9.255219 11.198636 8.453850 7.899915 8.923661 8.477903 6.884486 7.551168 11.320458 12.016213 10.542543 3.052416 9.500144 10.602714 NA 12.335075 9.472031 9.552341 5.045766 10.940584 6.930289 7.322606 12.602419 12.158306 11.854606 6.444200 13.113924 7.658209 10.794475 10.298067 2.345340 11.653688 4.737644 11.606246 5.152682 8.985571 8.165505 9.814968 11.517128 8.126686 8.888358 5.174163 14.106877 11.461670 5.203307 8.644534 7.276064 9.737644 10.745138 8.146226 12.799111 15.617245 10.017752 8.943230 8.120113 8.771591 10.049230 9.537594 12.125456 9.796517 4.432786 8.120113 6.100214 12.8481580 12.7877514 1.3453396 6.6672549 10.4060221 11.4314624 8.2878407 8.2641892 6.7028778 15.1372125 8.5644948 6.8999152 12.2852726 6.9302891 7.9600361 12.2424153 10.4950733 7.4874333 14.5728669 7.6399470 9.0353242 11.4982447 8.4274750 7.6940542 9.0935190 11.9554282 9.6027141 11.6272562 6.8844856 11.7083658 11.3375565 6.5039863 7.4221422 9.2492080 8.0106618 13.8058486 NA 10.0265645 10.6541203 9.9526565 9.0071044 12.9113802 10.7944748 7.3226060 10.8037328 9.5351507 11.4167886 8.0177516 10.5669133 6.8531211 6.2522169 7.1908163 NA NA 8.8570787 0.3452828 8.1655050 10.3593467 7.6027137 13.1613098 8.1526813 9.8251065 8.1591074 NA 11.6851762 12.1409600 8.6984731 10.8037328 8.2641892 9.5523406 10.8210596 8.3226060 4.0457662 8.5979914 12.3112222 NA 1.3453396 7.8767079 14.3529667 9.0766451 9.3368479 7.1655050 5.2522151 11.2333083 10.1829541 9.7376437 12.3656117 10.1706666 13.0659980 6.1526803 12.0039840 9.4720306 8.1201134 10.1876765 13.0028679 10.4861559 4.5932522 NA 8.0179637 4.1526783 13.4066974 8.2033074 6.7882694 0.3452828 7.8007356 8.1201134 NA 6.6851763 7.2522169 9.0901601 4.2522188 6.1526803 TCGA-AG-3881 83 0 NA 579 rectum stage iia t3 n0 m0 female 2008 NA no NA NA NA 0 NA 4 4 4 NA 3 4 5 6 3 3 NA NA 7 0 0 4 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.427445e-06 8.322669e-07 44.6808510638298 13.8297872340426 13.8297872340426 13.8297872340426 13.8297872340426 6.119696 5.681576 10.646243 5.681576 11.673555 2.312346 9.026588 13.046803 14.288787 12.162008 6.427819 8.475573 3.534734 7.560269 8.304809 4.634268 9.488931 8.814842 10.553928 11.403337 7.669894 7.482267 13.526054 6.634269 5.186810 8.591566 11.120770 9.308580 7.468846 7.547814 8.553928 9.389300 9.262655 9.861806 8.616123 3.312346 0.4675900 0.4675900 0.0091705 -0.3547600 0.4780400 0.4568300 1.8055000 -0.3546400 0.0174040 3.6569000 0.8298000 0.0297350 0.0297350 0.0297350 -0.3517900 0.0867800 0.0961500 0.0939110 0.0939110 0.0922310 -0.5284900 0.2131500 -0.3315600 -0.3315600 -0.8497900 -0.3398700 -0.3560100 0.0927500 -0.3657800 -0.3657800 -0.3657800 -0.3970800 -0.3828000 0.0448570 0.4158000 0.0650830 -0.3937800 0.4493300 0.0649400 -0.3570400 -0.3648800 0.0672320 0.0875340 -0.3584000 -0.3559000 -0.8365600 -0.3326000 -0.3517900 -0.3587400 0.0549450 -0.8558800 -0.8558800 -0.8558800 -0.3459500 0.0939110 -0.3813400 0.0736900 -0.5284900 0.000 0.000 -0.355 -0.355 0.830 0.830 0.000 -0.358 -0.356 -0.352 -0.352 -0.359 0.000 0.000 -0.856 -0.346 -0.346 -0.366 0.102 0.000 0.000 -0.404 0.000 -0.343 -0.343 -0.356 0.000 -0.366 -0.366 0.000 -0.383 0.000 0.000 0.000 0.000 0.076 0.457 1.774 1.774 -0.322 0.206 0.000 0.000 -0.355 -0.355 0.830 0.830 0.000 -0.358 -0.356 -0.352 -0.352 -0.359 0.000 0.000 -0.856 -0.346 -0.346 -0.366 0.102 0.000 0.000 -0.404 0.000 -0.343 -0.343 -0.356 0.000 -0.366 -0.366 0.000 -0.383 0.000 0.000 0.000 0.000 0.076 0.457 1.774 1.774 -0.322 0.206 10.441625 5.049308 10.914732 9.830667 8.585361 4.427821 9.235174 11.533929 9.835904 5.119696 7.356736 5.186810 1.727398 1.727398 5.427821 NA 12.293909 8.274274 1.727398 9.174463 9.953792 2.727376 6.856662 6.877127 7.495564 3.312346 11.339326 9.334710 10.935614 11.498869 7.153644 9.058296 11.432148 9.785371 9.788076 10.229217 8.572870 9.106758 7.748526 8.337223 7.399805 7.622198 11.637273 11.820414 10.217228 NA 9.6728234 10.1346473 0.7273542 11.5209828 8.9988426 8.6342702 4.5347340 10.8411217 6.3420889 8.2192324 13.0650014 12.1447047 12.3581017 5.9219385 12.1620078 9.7469702 11.0000093 11.1441771 2.3123457 11.8274176 5.7273787 12.3864835 4.0493084 8.4101634 8.8148423 9.4518933 11.8853580 8.7046593 9.3235694 5.0891464 14.6503355 10.8618059 5.7273787 8.6640173 7.3712356 10.5021666 10.8618059 8.1196970 11.5992848 16.8598028 10.7840172 11.0016179 8.7608024 8.6462430 9.7189013 9.0311603 13.0487440 10.3926622 6.1196965 7.7717734 5.8148426 13.1473397 11.7690387 2.3123457 5.6815758 9.4955639 10.6462428 7.6462426 8.6161228 6.3998051 13.8144230 6.4278190 6.4278190 12.5274705 5.9753069 7.9657843 11.4467684 11.3802245 7.1316697 14.5044293 7.5217951 8.0761074 10.9416987 9.9343938 6.6342694 6.9172038 12.6402689 9.8592364 10.2172276 7.9941662 10.9368329 11.1919253 8.5786912 7.5347348 9.0081504 6.7046590 13.1328402 3.3123457 9.1282589 9.6706562 9.4068595 6.7273800 11.6610702 11.0000093 8.2031130 12.0237222 8.5977442 10.2470158 8.0493078 9.1310307 7.1868115 6.1868115 6.8771270 NA NA 8.7273797 NA 8.8148423 8.9122549 8.6989231 13.0116253 8.0402623 9.8947978 7.6581172 0.7273542 10.7245590 12.9976749 8.0311603 11.6395204 7.6698942 9.1067579 10.1367705 7.9847676 4.6342680 7.9657843 10.4780865 3.3123457 3.3123457 7.1868115 13.6136477 9.3198365 8.5915657 6.5087392 4.0493084 11.6206811 10.8267274 10.0716754 12.0953403 9.3893001 11.8456718 8.3855911 11.3095215 8.7988418 9.2819685 8.9061441 12.0810778 9.2626549 2.7273759 NA 8.4010066 6.5853607 12.8815648 6.8973046 6.3712365 NA 7.0502089 7.7717734 NA 7.4688464 7.2665383 9.1785907 3.5347340 7.3420898 TCGA-AG-3882 66 0 NA 608 rectum stage i t2 n0 m0 female 2008 NA no rectal adenocarcinoma NA r0 0 NA 4 8 2 NA 4 4 5 5 3 3 NA NA 6 0 0 0 0 0 0 0 0 0 0 4 4 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 1.664534e-06 3.814557e-07 49.1525423728814 16.9491525423729 18.6440677966102 8.47457627118644 6.77966101694915 7.980284 5.262426 11.418577 5.336426 12.295850 2.599461 10.683385 13.222896 14.395502 13.593580 6.742420 7.372052 4.473930 NA 5.921391 4.336426 8.636551 7.742420 10.889481 13.740292 8.262427 7.629209 13.586489 6.101963 5.769388 8.735599 11.715806 9.107257 9.683385 7.458106 8.686925 9.929632 10.091315 12.403055 9.380822 NA 0.4385100 0.3150200 0.0315490 -0.0297210 -0.0297210 -0.0297210 0.0176840 0.0000000 0.0000000 0.0188030 0.0072217 1.1405000 1.1405000 1.1405000 0.0633660 0.2299300 0.2299300 2.0083000 2.0083000 2.0623000 -0.0023553 -0.0023553 -0.3279700 -0.3279700 -0.3197200 0.0418800 -0.6383100 0.0130740 -0.0172180 -0.0034627 -0.0125760 -0.4357500 -0.4339800 0.0946370 -0.0878440 0.4273800 -0.0297210 -0.0297210 0.0176840 0.0176840 0.0000000 0.0072217 -0.4343100 -0.0629210 -0.4130000 -0.4352800 0.0633660 0.0633660 0.2299300 -0.5006500 -0.4908900 -0.4908900 -0.5250300 -0.0855900 0.0024969 -0.8614500 -0.1358700 -0.0023553 0.000 0.000 0.000 0.000 0.000 0.000 1.141 0.000 -0.431 0.000 0.000 0.230 0.230 -0.501 -0.501 0.412 0.412 -0.320 -0.005 0.000 2.005 -0.131 -0.136 0.118 0.118 0.000 0.000 0.000 0.000 -0.436 -0.436 0.000 0.000 0.493 0.493 0.000 0.000 -0.371 -0.371 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.141 0.000 -0.431 0.000 0.000 0.230 0.230 -0.501 -0.501 0.412 0.412 -0.320 -0.005 0.000 2.005 -0.131 -0.136 0.118 0.118 0.000 0.000 0.000 0.000 -0.436 -0.436 0.000 0.000 0.493 0.493 0.000 0.000 -0.371 -0.371 0.000 0.000 11.006021 3.821853 10.538062 8.561394 8.194409 4.599461 8.262427 11.485158 10.567169 7.389539 10.852127 9.069782 2.599461 1.014498 4.821853 1.014498 11.062986 8.133441 NA 10.309120 9.522294 5.921391 6.223953 6.629209 6.143783 3.599461 11.003184 9.285963 8.968696 12.547342 3.336426 4.714938 10.022928 10.711467 9.506353 12.489220 9.859990 8.569088 9.282129 8.191520 7.223952 7.563244 11.011679 11.806883 10.025727 5.387452 9.478024 11.723583 NA 13.051360 10.136033 9.506353 4.184423 11.072491 7.553658 7.553658 13.806680 11.993210 11.972327 6.181216 13.593580 6.945237 10.136033 10.219071 3.336426 11.778542 6.742420 12.067747 5.769388 9.121507 7.742420 8.933363 11.550747 9.486175 8.047923 3.886345 12.245721 10.669136 4.336426 8.903243 7.389539 10.459514 10.578649 8.606957 13.497308 16.122554 10.473931 9.749480 8.354349 10.107257 10.864686 10.315996 12.233668 10.415336 5.769388 8.299902 7.164246 12.535118 12.503344 2.014498 5.262426 10.020124 11.418577 8.014500 8.354349 7.584355 14.298417 8.025727 8.878686 12.575788 7.058893 8.133441 11.882550 10.201852 6.495088 14.320276 7.728745 8.672711 11.453291 8.921390 8.123024 8.986043 12.132143 10.141204 12.188801 8.069782 11.454330 11.739866 7.808915 7.808915 9.304518 8.047923 13.235800 NA 9.632885 10.608693 9.069782 8.194409 12.809322 10.136033 6.262428 9.930379 8.345416 10.859990 7.957014 9.036867 6.143783 6.262428 6.686925 NA NA 10.231245 NA 7.742420 9.591928 8.091315 12.959212 8.318280 9.903243 8.415379 NA 11.291787 12.489220 8.643856 10.928885 8.262427 9.618126 10.498315 7.933363 4.921389 8.415379 11.065736 NA 5.262426 8.872481 14.124004 9.036867 8.735599 7.243319 4.473930 11.237294 10.340929 9.834679 12.186927 9.929632 12.206792 6.101963 11.825071 9.238501 8.123024 9.247112 12.404131 10.091315 4.921389 1.014498 9.514385 5.599461 12.400901 7.686925 6.406817 NA 7.128450 8.299902 2.599461 6.440765 7.957014 9.518325 4.599461 7.490233 TCGA-AG-3883 69 0 NA 31 rectum stage i t2 n0 m0 male 2008 NA NA rectal adenocarcinoma NA r0 0 NA 4 8 1 NA NA NA 5 5 3 3 NA NA 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.051645e-06 1.144367e-06 50.8196721311475 18.0327868852459 13.9344262295082 9.01639344262295 8.19672131147541 6.798776 5.824773 10.226870 4.602380 11.325756 3.824768 10.630286 13.462344 12.780214 16.662738 6.226871 7.948155 NA 2.017423 7.187342 5.409734 7.875398 8.207242 10.407586 10.824772 9.361713 8.274805 13.344970 6.104880 4.339344 8.930307 11.368356 8.061811 8.197326 6.541293 8.971613 9.812580 8.942229 9.348334 8.632127 2.017423 0.0155090 -0.3833200 0.3894900 -0.4115700 1.0051000 0.3556100 -0.0869160 -0.0127130 0.3633000 0.7434700 0.3827000 0.4888900 0.4888900 0.3865100 0.0286220 3.6569000 0.0295130 1.9436000 1.2167000 1.0333000 0.0250700 -0.0339500 -0.3679300 0.0425900 0.0155090 -0.0084385 0.0000000 0.0095883 -0.4088200 -0.3959700 -0.4012700 -0.0338700 -0.0338700 0.3648900 0.3613300 0.0783690 -0.4115700 0.3470400 -0.6617900 -0.0761450 0.3393500 0.3827000 -0.3877200 -0.3877200 0.0282000 0.0282000 0.0474100 -0.4042900 -0.4051600 -0.3736900 -0.3855800 -0.3855800 -0.4079400 -0.0742770 -0.3769600 0.0210430 -0.3900700 0.0342540 0.000 0.000 0.000 0.339 0.383 0.383 0.000 -0.388 0.000 0.000 -0.350 -0.389 0.000 -0.374 -0.374 0.000 0.000 -0.362 -0.362 0.664 1.038 0.000 -0.390 0.000 0.000 0.000 0.000 -0.396 -0.396 0.000 0.000 0.361 0.361 0.000 0.000 -0.412 -0.065 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.339 0.383 0.383 0.000 -0.388 0.000 0.000 -0.350 -0.389 0.000 -0.374 -0.374 0.000 0.000 -0.362 -0.362 0.664 1.038 0.000 -0.390 0.000 0.000 0.000 0.000 -0.396 -0.396 0.000 0.000 0.361 0.361 0.000 0.000 -0.412 -0.065 0.000 0.000 0.000 0.000 10.517263 6.443681 11.527192 9.930306 7.900060 4.476848 9.489092 11.989679 10.061811 5.971613 10.485023 NA NA 5.409734 4.476848 NA 11.468628 7.675628 NA 10.050840 9.721321 3.017423 6.061811 6.900060 6.924308 3.017423 11.144122 8.843966 8.236585 11.879279 4.187340 4.187340 7.061811 10.383739 9.778968 11.737661 10.462432 8.246236 7.740020 7.390891 6.850307 7.990110 11.529170 11.208069 9.464500 3.742071 8.983201 11.416161 1.017423 12.740225 8.255822 8.435269 4.476848 11.290047 6.924308 7.125941 13.532624 11.696017 12.050152 5.616734 16.662738 8.177288 10.880054 10.359492 3.017423 11.443126 5.409734 11.466566 4.824773 8.366145 8.207242 9.366145 11.668469 8.509270 8.383739 4.629770 10.501233 10.164622 5.476848 8.493151 7.226871 10.136358 9.936280 7.302819 12.179808 15.971535 10.609874 8.263065 8.094233 9.414022 10.403279 9.260353 12.310889 9.187342 6.146700 7.374969 6.265345 12.254029 12.228697 NA 5.824773 9.426808 10.226870 7.409735 9.115449 7.302819 14.352721 7.167164 7.039784 12.149917 8.703917 7.983201 11.278337 10.958465 7.236392 14.685637 7.850307 8.517263 10.383739 8.893934 8.696897 6.717857 13.294123 9.811833 11.484003 7.971613 10.835999 10.858195 8.373825 7.983201 9.207242 6.602380 12.648822 -0.582080 9.579660 9.631207 9.260591 6.875398 12.153767 10.880054 4.602380 11.367251 9.104880 10.138951 7.703917 7.717857 6.900060 6.875398 8.339345 NA NA 8.930307 2.017423 8.207242 9.221988 8.624747 12.963227 8.426808 9.714385 8.452045 2.017423 11.023042 12.998984 7.017418 11.173500 9.361713 9.293542 10.352807 8.675629 4.187340 7.460361 10.190220 NA 2.602386 6.061811 13.346092 8.992118 8.930307 7.146700 4.602380 11.018825 10.821548 10.666673 12.238400 9.812580 11.286544 7.357267 11.329165 8.321198 8.912235 9.244792 12.338218 8.942229 2.602386 1.017423 8.453045 6.798776 13.264751 7.321198 5.875399 1.017423 7.219639 7.374969 1.017423 5.717857 8.017417 9.418296 5.187340 7.125941 TCGA-AG-3885 71 0 NA 546 rectum stage iiib t3 n1 m0 female 2008 NA yes rectal adenocarcinoma NA r0 3 NA 1 2 3 NA 3 6 5 5 3 3 NA NA 6 4 0 0 4 4 0 0 0 4 6 0 4 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4.404079e-06 2.011312e-06 30.8510638297872 7.4468085106383 9.04255319148936 46.8085106382979 5.85106382978723 7.672520 7.027185 11.538633 5.951236 13.297810 NA 10.065963 13.041835 13.809721 13.470766 6.233635 7.063711 NA 7.523142 6.624426 3.549139 7.636601 8.385639 10.846381 13.143729 8.356492 7.201214 13.643969 5.951236 5.648673 9.121161 11.759983 8.334240 7.871066 7.648793 7.970601 7.828290 10.197110 11.971202 8.435269 2.741791 0.0030315 0.0030315 -0.0464680 -0.0158990 -1.2012000 -0.0599620 -0.0321190 -0.5450300 -0.5450300 -0.0102030 -0.0540360 2.1626000 2.1626000 2.0033000 0.5051300 0.0546390 0.0439650 0.5623800 0.5623800 0.5623800 -0.0717590 0.3734500 0.0030315 0.0030315 0.0030315 0.0398810 -0.5798600 0.4307200 -1.1413000 -0.1139700 -0.1341600 0.8035400 0.8035400 -0.0464680 -0.0571360 1.2647000 -0.0578660 -0.0599620 -0.0558970 -0.0321190 -0.5593200 -0.0375100 -0.1590100 -0.1400200 0.0097926 0.0315560 0.5051300 0.5100000 -0.5093000 0.0766890 -1.0601000 -1.1992000 -1.1711000 0.0723750 0.0290230 0.4588500 -0.5119700 -0.0958510 0.000 0.000 -0.545 -0.545 0.000 0.000 2.061 -0.159 0.000 0.505 0.505 -0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.546 0.459 -0.490 0.000 0.000 -0.580 0.434 -0.114 -0.114 0.804 0.804 0.000 0.000 1.263 1.263 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.545 -0.545 0.000 0.000 2.061 -0.159 0.000 0.505 0.505 -0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.546 0.459 -0.490 0.000 0.000 -0.580 0.434 -0.114 -0.114 0.804 0.804 0.000 0.000 1.263 1.263 0.000 0.000 0.000 0.000 0.000 0.000 10.8902592 4.8292458 11.1233255 7.3116384 7.9316074 2.7417905 7.7861768 11.5627593 10.2012142 7.1847256 11.3847368 5.2012143 3.3267387 7.5099666 6.3564925 NA 10.5165696 7.7530101 0.7417474 9.1764108 10.4247772 4.9442025 5.5491362 8.3638343 6.5746722 2.3267387 11.2828792 7.4697029 9.7641504 12.1102891 4.5491393 7.2175157 9.5099670 10.2416284 9.3416954 10.6916094 8.6606459 7.8503069 8.8978152 7.4347116 6.6486725 7.3856390 11.1015322 12.0326424 10.5507468 3.7738803 8.946354 10.394628 NA 12.309263 9.116822 9.261419 4.829246 12.303071 6.326746 7.469703 12.331902 11.940841 11.922935 4.941064 13.470766 7.233636 8.780701 10.431781 NA 12.071915 6.496670 11.690880 4.201210 8.549137 8.385639 9.017907 10.788907 7.951236 8.984957 4.856149 14.771070 10.217516 3.549139 8.970601 7.081633 10.079405 10.394628 6.672520 11.888988 16.285350 10.447415 10.270491 8.758591 8.334240 11.120077 9.934075 12.603645 9.797065 4.911706 8.134100 6.099335 13.1341000 12.6075159 NA 7.0271850 9.7834418 11.5386334 8.1511734 8.0085692 5.6486725 15.6556266 8.2574826 8.2012143 12.5639551 5.2653431 7.2653450 11.7467053 10.1659489 7.4127925 14.1973667 7.9609512 7.9897101 11.8736396 9.1929938 7.9016537 8.3784071 11.7276245 8.2653445 11.8997610 7.1511739 11.3955234 11.4396190 7.5619615 7.0085687 8.9512360 7.2012143 13.6591398 NA 9.8889875 10.4831147 9.5165697 7.7417825 12.1501124 8.7807015 5.8710649 8.6182996 7.2809415 11.5982081 8.2093881 8.3749960 5.1341018 6.5231416 5.7417825 NA NA 7.9316074 0.7417474 8.3856390 9.5459136 7.1340998 13.5386334 5.8292458 9.5329455 7.5872727 NA 11.2760855 12.6736281 8.8078717 10.0860785 8.3564925 9.0993347 10.2032621 7.6121475 5.0637100 7.2963711 11.8078920 NA 2.3267387 7.9117078 14.0738192 7.6701527 9.1211610 6.9117072 4.8292458 11.8265910 10.9003923 9.5715054 12.1303381 7.8282901 12.7183467 5.5491362 12.1831706 9.0409908 8.1764110 9.3961681 12.5157460 10.1971098 2.3267387 NA 7.9659770 7.7752053 12.1195354 7.9117078 6.7417825 NA 7.2476731 8.1341003 NA 4.4422203 8.3928343 9.3674914 3.5491393 4.6486725 TCGA-AG-3887 68 0 NA 1124 rectum stage iia t3 n0 m0 male 2009 NA yes rectal mucinous adenocarcinoma NA r0 0 NA 1 4 4 NA NA NA 3 6 3 3 NA NA 7 0 0 0 0 4 0 0 4 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1.837923e-06 5.895224e-07 41.6666666666667 16.6666666666667 15.2777777777778 13.8888888888889 12.5 8.7403373 8.0648317 9.9730890 6.4522577 13.1154283 1.9286925 7.2263756 13.8717616 13.7341702 11.8179454 7.5531861 8.2445993 0.3436921 6.9584425 8.6880282 3.3437347 9.3095168 9.7100548 10.7187719 11.3451406 10.5797467 7.4522569 13.3120393 7.0441722 3.8031650 9.3605407 11.0835131 10.0969493 7.7360501 7.9227467 9.4044285 9.7034819 9.2385502 12.8036763 9.5531858 1.9286925 0.0074535 -0.0151000 0.0113530 0.6994500 0.6994500 0.7069500 -0.7602000 0.0256240 -0.0010164 0.6543600 0.6212700 0.6728300 0.6728300 0.6517900 0.0204360 0.0374530 0.0374530 0.7329600 0.7329600 0.8859200 0.0315570 -0.0021246 -0.7638400 0.0388650 0.0074535 -0.0030937 0.0080102 0.0080102 0.0000000 0.0000000 -0.0178490 -0.0116570 -0.0116570 0.0113530 0.0053674 -0.0124180 0.6994500 0.6994500 -0.7510100 -0.7602000 -0.0010164 -0.0016367 0.0124690 0.0124690 0.0268880 0.0268880 0.0204360 0.0204360 0.0374530 -0.7634100 -0.7634100 -0.7634100 -0.7634100 0.0032835 0.7329600 0.0128880 0.0408450 0.0315570 -0.760 -0.760 0.000 0.000 0.556 0.000 0.652 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 -0.763 0.000 0.000 0.000 0.000 0.733 0.733 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.699 0.699 0.000 0.000 0.000 0.000 -0.760 -0.760 0.000 0.000 0.556 0.000 0.652 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 -0.763 0.000 0.000 0.000 0.000 0.733 0.733 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.699 0.699 0.000 0.000 0.000 0.000 9.930572 5.151088 9.705676 9.390856 9.441765 3.665666 7.692461 11.159916 8.815408 8.131635 9.425882 5.665660 NA 1.343749 6.321012 NA 9.845570 8.131635 NA 8.647513 10.420548 3.513655 9.195481 9.289176 6.297929 6.465784 9.759474 7.176623 8.286247 11.869253 6.473016 8.863369 8.478159 11.192355 10.019690 11.167896 10.136523 7.111917 10.648517 6.151088 9.536025 7.962632 11.462025 12.062471 11.433183 4.210638 9.679123 10.544631 NA 11.948749 9.447020 9.493480 7.366100 10.160716 5.431195 9.478159 12.849792 12.632887 12.884345 6.274470 11.817945 5.898322 9.268545 11.073353 NA 9.816971 5.250624 13.228857 4.591661 9.864469 9.710055 6.665660 12.093602 9.226437 8.943645 4.683584 11.781485 10.215638 3.513655 9.259612 9.026727 10.644085 11.153501 8.064832 12.857460 15.631993 11.602887 8.882891 8.615196 8.244599 8.473015 11.120133 13.009068 10.517322 6.928695 9.665660 6.513658 11.797003 11.403753 1.343749 8.064832 10.475589 9.973089 8.727437 8.591660 8.538489 15.293308 9.026727 7.582137 11.102788 8.782524 8.176622 10.616362 11.009068 9.504007 14.305634 8.170281 8.473015 11.025849 10.751000 8.098620 7.001944 12.839338 11.238550 10.098620 9.784602 10.005511 10.284780 7.296765 9.465266 10.719858 8.790816 12.268638 NA 8.523642 9.544974 10.565320 9.108604 12.809554 9.268545 6.958443 7.683583 7.819466 9.141394 9.570145 11.289725 5.343731 7.736050 8.447020 NA NA 7.928695 3.343735 9.710055 9.562901 6.125093 11.788747 8.913588 10.179783 10.599941 2.665666 10.973089 13.733095 8.610519 9.480724 10.579747 8.939922 9.610519 8.748874 4.513655 10.772093 10.460583 NA 6.943645 6.321012 13.317968 11.156712 9.360541 7.476104 5.629135 12.297929 10.403077 11.266317 11.175831 9.703482 11.692461 5.513658 10.906929 8.057978 10.832577 11.113868 11.674089 9.238550 2.343720 1.928692 7.517559 5.553185 13.280554 9.033731 8.163911 1.343749 7.921161 9.665660 6.629135 8.382651 8.176622 11.435168 3.928692 7.647513 TCGA-AG-3890 62 0 NA 518 rectum stage i t2 n0 m0 male 2009 NA no rectal adenocarcinoma NA r0 0 NA 5 8 1 NA NA NA 5 5 3 3 NA NA 6 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 1.976634e-06 5.548446e-07 20 18.6666666666667 21.3333333333333 20 20 9.435978 8.112656 10.463564 6.911023 13.425671 3.878598 7.741098 13.149835 14.774796 12.653688 8.349907 8.485259 2.419161 3.226524 8.832797 5.004133 8.950551 9.688296 10.215209 11.153879 10.510605 7.911023 12.719522 7.277151 4.805292 9.902985 10.695294 10.232951 9.683612 8.488915 9.805032 9.928747 10.380619 9.650391 9.532912 3.004124 -0.0406130 -0.0756080 0.0404710 -0.3272700 -0.3272700 0.2342700 -0.0725380 -0.0110560 -0.0110560 0.0287660 0.0341170 0.8410100 0.2543400 0.2543400 0.1784500 0.0001419 0.0001419 1.0591000 1.0591000 0.5070700 -0.0118830 -0.0457050 -0.3906200 -0.0788510 -0.0406130 0.0829130 -0.0611480 -0.0444120 -0.4362600 -0.0772080 0.1747700 -0.4428600 -0.4486700 0.0448600 0.0290470 0.2763200 -0.3272700 -0.3272700 -0.0833290 -0.1312100 0.0112640 0.0182460 -0.4102500 -0.4215600 -0.2982700 -0.2982700 0.2140700 0.1715200 -0.5150600 -0.3973000 -0.3993000 -0.4135500 -0.4135500 -0.0138120 0.9998700 -0.7172800 -0.0260270 -0.0118830 0.000 0.000 0.000 0.000 0.000 0.000 0.310 -0.415 -0.298 0.178 0.178 0.000 0.000 -0.397 -0.397 0.000 0.000 0.000 0.000 1.059 1.059 -0.717 0.000 0.000 0.000 0.000 0.000 0.204 0.204 0.282 0.282 0.000 0.000 0.276 0.276 -0.327 -0.093 0.211 0.211 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.310 -0.415 -0.298 0.178 0.178 0.000 0.000 -0.397 -0.397 0.000 0.000 0.000 0.000 1.059 1.059 -0.717 0.000 0.000 0.000 0.000 0.000 0.204 0.204 0.282 0.282 0.000 0.000 0.276 0.276 -0.327 -0.093 0.211 0.211 0.000 0.000 9.5250779 5.4191681 10.3689963 9.5303053 9.0738055 4.3260627 8.7091883 10.5303052 8.5381105 8.8157743 10.7920346 5.3260591 NA 2.4191613 5.5484520 0.4192153 9.8641844 7.9348691 0.4192153 9.4443091 10.3543346 6.0382891 7.4635636 8.6812644 6.6479879 4.1697727 10.4289981 7.3018126 9.0915949 12.5286737 5.9110228 9.1773926 8.9309221 10.1004079 10.2281337 12.3532289 10.0612212 4.9427303 11.1643396 7.3910580 8.9110225 8.4978008 10.6126949 12.1968645 11.2257192 4.5443246 9.4933109 11.4946487 NA 12.3105735 9.7590195 9.9756756 6.4415366 10.6551837 6.8786015 8.6089940 13.5817182 12.6283182 12.5894076 7.2660388 12.6536876 6.3499066 9.5865876 10.4205777 3.4191748 10.0408001 5.6286220 12.7300663 4.8786027 9.7942089 9.6882961 8.1939565 12.4501814 9.5868636 8.3675366 5.3207590 11.6824387 10.7137903 0.4192153 9.6929652 9.3704542 10.2103324 11.0412213 8.8867751 13.5411886 14.9768851 11.0200117 7.9805720 7.9737582 8.9348694 9.6789128 10.6028049 12.5452286 10.5751515 6.7045718 9.2926136 7.0915951 11.6894649 11.4078542 2.0041418 8.1126564 10.9417510 10.4635636 8.6670970 8.1939565 8.5224572 15.0463511 7.8370223 8.4191693 11.3071517 9.1091675 8.7590196 10.9080139 10.8979391 8.4413154 13.8470061 8.5172017 9.6694680 10.6114623 9.7876760 8.3849538 9.7388416 11.7377123 10.7455990 11.0311165 8.7500862 10.5342132 10.3139872 8.1383532 8.9890252 10.8938895 8.5940950 12.5886405 -1.1801683 9.5714544 9.1010756 10.3907130 9.8847359 13.1276068 9.5865876 9.0190825 8.9466467 8.6188417 10.2818068 8.9965983 7.8200487 5.5484520 7.1056697 8.3320589 6.4852594 0.4192153 8.7985479 3.2265239 9.6882961 9.4525926 6.6089940 11.6812644 8.4415374 10.0190824 9.5815608 3.2265239 11.0898258 13.1702951 7.8867751 10.4135230 10.5106049 10.5432908 9.6694680 8.8157743 5.6286220 9.6310579 11.2602464 NA 6.1470909 9.1504886 12.5628716 10.0134941 9.9029852 7.7095574 5.5890953 12.6380354 10.5079577 10.9210067 11.2591606 9.9287466 11.4730954 5.3733663 11.2480994 9.2168310 9.4553430 9.9649448 11.4443091 10.3806192 4.5066337 2.7411002 7.5409099 7.0338789 13.2943429 9.3048658 7.8028737 3.4191748 8.2855830 9.2926136 7.7137900 7.8703807 7.4635636 10.9612341 4.5890923 7.2771507 TCGA-AG-3891 66 0 NA 548 rectum stage i t2 n0 m0 female 2009 NA no rectal adenocarcinoma NA r0 0 NA NA NA NA NA 3 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-AG-3892 57 0 NA 396 rectum stage i t1 n0 m0 female 2009 NA no rectal adenocarcinoma NA r0 0 NA 1 4 5 NA NA NA 5 6 3 3 NA NA 7 0 0 4 4 5 0 4 1 7 0 0 0 0 4 7 7 0 7 0 0 4 6 0 0 1 7 4 0 0 5 0 4 4 0 1 0 0 0 1 0 7 0 0 0 0 0 6.183049e-05 1.258804e-05 28.4273269142595 35.946813388354 10.4997707473636 24.3007794589638 0.825309491059147 8.470723 7.885760 10.507599 6.707054 12.939040 2.521176 7.153456 13.750653 13.363852 11.957899 7.722821 7.799172 1.199248 8.413578 8.920359 4.899698 8.389084 9.442433 9.828616 11.052569 10.921213 9.313002 12.818104 7.276075 5.447186 10.216068 10.246383 9.868145 7.799172 7.859541 10.496176 10.338900 10.216068 11.732102 9.748081 2.784232 7.2833e-03 -2.0242e-03 0.0000e+00 -5.6934e-03 -5.6934e-03 -5.6934e-03 -4.9314e-04 -4.9314e-04 -4.9314e-04 -9.0889e-04 -9.0889e-04 -3.8167e-03 -3.8167e-03 -3.8167e-03 6.7268e-03 1.0904e-02 1.0904e-02 7.5616e-03 7.5616e-03 7.5616e-03 3.8079e-03 -7.1511e-04 7.2833e-03 7.2833e-03 7.2833e-03 2.9747e-03 1.1707e-03 1.1707e-03 -9.0889e-04 -9.0889e-04 6.1314e-05 -5.0616e-03 -5.0616e-03 3.2524e-03 0.0000e+00 -2.2941e-03 -3.3753e-02 -5.6934e-03 -4.9314e-04 -4.9314e-04 -4.9314e-04 -9.0889e-04 2.4195e-03 2.4195e-03 7.5616e-03 7.5616e-03 6.7268e-03 -2.8431e-02 1.0904e-02 1.0320e-03 1.0320e-03 1.0320e-03 1.0320e-03 -7.7032e-04 7.5616e-03 3.8079e-03 2.9747e-03 3.8079e-03 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.6255242 6.0066144 10.7335624 8.9271800 9.7306410 3.1992640 8.2381783 10.7509678 7.7691152 7.6171118 8.1417740 4.5915777 0.1992483 7.3591311 9.6504705 1.1992483 9.6359711 8.3989318 NA 8.3691847 10.9322749 3.5211890 9.2463834 9.0066144 5.5915777 6.2534561 9.7010968 8.1879444 8.5915769 11.6886057 3.3691873 9.1181227 8.7188959 10.6770178 10.3025473 11.1636004 9.4753839 5.5211890 10.9701298 7.0620828 9.2972916 8.5792876 11.3071304 11.4255272 11.0510086 2.2454044 9.6401287 9.8996992 0.1992483 11.9373518 8.6213244 9.2893720 6.3890849 9.9524763 7.5301761 9.5098724 12.0564630 12.9593557 13.1590804 6.8431158 11.9578991 7.0696238 8.0696243 11.3521781 2.1992483 9.9786178 5.1992601 13.7560050 4.7842213 9.4583437 9.4424335 7.4376639 12.7560050 9.2707219 8.6463427 4.8935806 12.8612602 9.4087129 2.5211764 9.1621556 9.0849558 10.5513030 11.0178417 9.3156036 12.3074572 14.9398735 12.2518276 7.6991053 8.2381783 7.9541469 8.2920165 10.4111478 13.1849236 10.2285467 7.5391092 8.9674439 7.0447493 11.7926507 11.1829657 0.1992483 7.8857598 10.2340585 10.5075985 8.6545866 8.9203588 8.1992596 14.7602986 8.2436538 7.3182002 11.0082237 9.9373517 8.9969211 10.0773104 11.3097428 9.0830636 14.6986694 8.9936755 7.9740468 10.9424109 10.9057555 8.0384631 8.2491082 12.3946317 10.1879442 10.7973120 8.9237734 9.5368815 9.8467180 8.1697682 8.9936755 10.7785754 9.1211004 12.6797468 NA 8.6911126 8.9773366 9.7954493 9.7595923 12.6163209 8.0696243 7.2436538 8.7070540 7.1992591 9.0727037 9.7538484 9.2931525 6.0321493 6.8716847 8.2216272 0.1992483 NA 7.9066189 NA 9.4424335 9.8431156 5.8431145 11.4788701 9.5479876 10.2827389 10.5030403 3.5211890 10.0017759 13.2390354 7.7461542 9.9657885 10.9212132 10.3502760 9.6401287 9.0033906 3.8996977 9.8927465 10.9380105 NA 3.7842213 8.2760751 13.1008807 10.6526536 10.2160678 7.4184278 5.2867222 12.3531282 11.8431157 11.8778596 10.9674439 10.3389004 11.1893635 3.6586913 10.4996120 8.2599555 10.4292799 10.4637021 11.2579278 10.2160678 5.0572423 4.1061473 8.1932735 5.1992601 13.6198777 8.7879740 8.5786380 4.0066122 8.9873905 8.9674439 2.1992483 7.9203588 6.9135046 11.6704266 4.7228212 6.7842226 TCGA-AG-3893 74 0 NA 1065 rectum stage iiib t3 n1 m0 male 2009 NA no rectal adenocarcinoma NA r0 1 NA 5 6 2 NA 5 3 5 7 3 1 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.912934e-06 1.005656e-06 36.8421052631579 18.4210526315789 17.5438596491228 13.1578947368421 14.0350877192982 9.860815 8.961311 10.724912 6.745871 13.653571 4.437747 7.592326 13.451379 13.927023 12.847948 8.484223 8.411754 2.045443 3.215352 8.174715 2.630405 8.816921 10.034116 9.785212 13.968202 11.094599 7.773352 12.650911 8.254885 5.743927 10.306351 10.706319 10.664734 9.531261 8.412977 9.846331 8.712862 9.868799 11.044022 9.617184 2.045443 0.00652620 0.00652620 -0.00691950 1.75180000 -0.02534600 -0.01807800 0.01112100 0.01586600 0.02216300 0.01358500 0.01358500 1.28840000 1.28840000 1.14920000 0.04983100 0.09870600 0.09870600 1.28020000 1.28020000 1.31820000 -0.35726000 0.30889000 -0.01379100 -0.01379100 0.00652620 -0.00013862 -0.04428000 0.07225300 -0.64546000 0.33448000 0.39114000 -0.03326900 -0.03326900 -0.00691950 -0.02054900 0.35430000 -0.64968000 -0.02534600 0.01112100 0.01112100 -0.00140370 0.00000000 -0.61133000 -0.31622000 -0.57713000 -0.50629000 0.08536500 0.04983100 -0.60177000 -0.61514000 -1.29290000 -0.63273000 0.02132300 -0.57802000 -0.00885260 0.02440800 0.13302000 -0.35726000 0.000 0.000 0.000 0.000 0.000 0.000 1.155 -0.316 -0.506 0.000 0.000 -0.602 0.000 -0.603 -0.603 0.000 0.000 0.000 0.000 0.000 1.280 0.000 0.133 0.000 0.000 0.000 0.000 -0.181 0.464 0.000 0.000 0.000 0.000 0.872 0.372 -0.603 0.000 0.000 0.000 0.005 0.280 0.000 0.000 0.000 0.000 0.000 0.000 1.155 -0.316 -0.506 0.000 0.000 -0.602 0.000 -0.603 -0.603 0.000 0.000 0.000 0.000 0.000 1.280 0.000 0.133 0.000 0.000 0.000 0.000 -0.181 0.464 0.000 0.000 0.000 0.000 0.872 0.372 -0.603 0.000 0.000 0.000 0.005 0.280 8.43774874 6.02271180 9.09255526 10.15787099 9.69827648 5.13289348 8.16437248 10.40188342 6.85278666 8.65276181 9.23772431 6.33083444 2.04544297 8.39857825 8.09527991 0.04544297 9.19771627 8.00543311 NA 9.72138838 10.50691092 6.48055919 8.15395578 8.50486307 6.71785735 2.85277792 11.17600200 6.42047061 9.50281232 12.95701067 2.63040547 9.66748326 7.17471401 11.14609379 10.94252059 12.13620549 10.10071384 7.16437298 10.61599868 7.19517828 9.35149318 8.77171758 10.60480848 12.16441465 11.59569722 3.61589884 9.73018004 11.07678801 NA 12.40792323 9.54527727 9.76823892 5.97616885 11.13023984 4.04543423 9.08435053 13.22829129 12.88088976 12.53176368 6.33083444 12.84794779 7.48005989 9.56310073 10.77335189 1.63040547 10.86484419 5.63039382 13.24923823 4.50486188 9.84471298 10.03411610 8.52924703 12.39719886 9.16696494 8.26943296 5.61224633 12.54403135 10.82268674 0.04544297 9.66381691 9.92960195 10.04965187 11.30693872 8.10071384 11.94252055 16.01326109 11.00615739 9.01409832 8.30752643 8.96131077 9.71076735 10.91501754 12.83659432 10.42786090 7.01121607 10.69288989 7.29335853 11.76139341 11.16761233 NA 8.96131077 11.32504202 10.72491156 8.79697535 8.56899353 8.42047103 14.73158065 7.70364269 7.97024397 10.61053351 7.93417442 9.10342315 11.11957289 11.26701856 8.30314920 14.18330314 9.34463945 9.20024955 10.35604419 9.12491613 7.44631083 3.63039382 11.57046279 9.68928763 10.87436127 9.41829643 10.03269541 10.12891070 8.09353694 9.25000250 10.85600309 9.27665252 12.62152126 2.63040547 9.15134006 9.08270392 10.34120034 8.45057289 12.91772154 9.56310073 7.56113135 9.40737527 8.89405439 9.65829986 9.57876119 8.65645633 5.90341191 6.66014140 8.61148557 5.21535632 1.04544297 7.94024899 NA 10.03411610 8.74587126 5.71785735 11.29750549 8.88778174 10.02127942 9.89092147 0.04544297 10.79194574 13.31660262 8.78014111 10.07885437 11.09459930 10.72227005 9.58070685 8.53728442 5.33083444 9.63788842 10.64960468 NA 6.73193128 4.04543423 13.02664191 9.66960544 10.30635100 6.90390955 5.25488500 12.57315276 10.85760877 11.15460916 10.97098584 8.71286227 11.70987871 4.80032012 10.02271138 8.91579604 9.88305929 10.26822629 10.45376119 9.86879864 NA 2.04544297 8.13887538 5.56899277 13.54950555 9.21033845 8.34005214 0.04544297 8.59644733 10.69288989 4.04543423 7.33083354 7.58459051 11.35263225 4.21536021 7.80698261 TCGA-AG-3894 65 0 NA 426 rectum stage iia t3 n0 m0 male 2009 NA yes rectal adenocarcinoma NA r0 0 NA 1 1 5 NA NA NA 3 5 3 3 NA NA 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2.462123e-06 9.016224e-07 46 11 12 12 19 8.7783528 7.3762539 11.1059412 6.3382871 13.6723064 2.9168206 6.9038831 14.4348153 13.3867551 12.5036624 7.9486715 7.8305672 0.1094274 3.2793970 8.6408490 4.7533264 8.3334694 8.8202741 9.8776521 5.3573937 11.0759732 8.6563623 13.1257537 6.9296466 6.5504205 10.3250007 10.3322626 9.8759966 8.9890510 8.0109985 10.0534477 9.8668411 9.4426230 11.9928747 9.6486265 NA 0.03143600 0.03143600 0.00319100 -0.00871460 -0.00871460 -0.00871460 -0.00263220 1.39190000 -0.00387790 0.00166420 0.00166420 0.69521000 0.69521000 0.69708000 -0.00443120 0.00402430 0.00402430 0.70907000 0.70907000 0.70907000 0.04259000 0.04259000 -0.01100500 0.00284100 0.03143600 -0.00401620 0.00212770 0.00027728 -0.00083160 -0.00083160 -0.00096624 0.00348660 -0.00286700 0.00319100 0.00319100 -0.00581400 -0.00871460 -0.00871460 -0.00263220 -0.00526100 -0.00387790 0.00166420 -0.00126820 0.00024343 0.00416320 0.00416320 -0.00443120 -0.00443120 0.00402430 0.00235810 -0.00705760 -0.00705760 -0.00705760 -0.00332430 0.70907000 -0.00373950 -0.01312700 0.04259000 0.000 0.000 0.000 0.000 0.000 0.000 0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.709 0.709 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.709 0.709 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.562738 5.016358 10.137374 8.556551 9.281895 2.694435 6.431396 10.932039 8.501785 6.568900 10.533634 8.164750 NA 2.109461 9.100989 NA 9.737002 8.238751 NA 8.444858 10.760519 2.431409 8.816827 8.894103 5.837388 6.518859 9.969003 5.809908 8.518858 12.483420 3.431396 7.992111 7.877652 11.140824 10.932835 12.103114 9.857661 7.186284 10.271708 7.373910 9.089607 8.682509 10.677424 12.233007 11.317092 2.640528 9.539920 10.613293 NA 12.237462 10.017860 9.495330 6.318921 10.425749 5.016358 9.131836 12.435054 12.737002 13.054363 5.724178 12.503662 5.942357 8.727853 10.524153 1.694435 10.158472 8.318921 13.394292 4.967450 9.451542 8.820274 6.903883 11.651048 9.013349 9.019361 5.367609 8.954958 9.981373 NA 8.985985 8.961217 10.666931 11.119296 7.338286 12.809040 15.253225 11.701925 8.092461 8.471411 8.103821 9.142891 11.144885 12.913800 10.476839 7.376254 9.115092 6.648627 11.9447286 10.9596545 0.1094274 7.3762539 10.7649984 11.1059412 8.5103472 8.1593163 8.2179398 14.7746781 8.1647501 7.3091398 9.7442787 6.2592141 8.9612167 10.6340095 10.8467150 9.2986251 14.4543184 8.4223508 8.4358973 10.9168226 10.4526534 8.5315324 5.8373883 12.5778372 10.5606788 11.3750827 8.7388242 10.0133496 9.9612167 6.7225576 9.0461058 10.5492986 10.2831449 12.5762248 4.0163626 8.8543015 9.9993671 9.8626845 7.8710187 12.3213560 8.7278531 4.5017831 9.1346073 7.4757902 9.3454820 9.7204926 8.8420423 7.4670194 10.1428908 8.4403846 NA NA 7.0283305 1.1094943 8.8202741 9.3358798 5.8099083 11.9435437 9.5420096 10.0680205 10.6745698 3.4313956 10.6505643 13.7679024 7.9736537 8.7712458 11.0759732 10.2219072 9.6831148 9.1290584 2.6944345 10.2617526 10.8655319 NA 5.6640561 5.5017862 13.4942514 10.4155294 10.3250007 7.1155410 4.9168206 12.9639465 11.3733237 11.0012514 11.6731407 9.8668411 11.9631671 4.9674499 11.0088246 8.9518180 10.0387262 11.0374678 12.1122827 9.4426230 NA 3.2793970 8.3102683 7.9612170 13.4591636 9.3213561 8.4086758 NA 8.4403846 9.1150923 6.6793239 7.8643552 7.4040882 10.9368104 4.7533264 6.5689001 TCGA-AG-3896 85 0 NA 31 rectum stage i t2 n0 m0 female 2009 NA NA rectal adenocarcinoma NA r0 0 NA 2 6 3 NA 1 6 5 7 3 3 NA NA 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.704867e-06 9.016224e-07 44.7619047619048 8.57142857142857 22.8571428571429 12.3809523809524 11.4285714285714 9.535150 8.428235 10.756902 6.774089 13.387248 3.526156 6.663665 13.874810 13.443832 12.140871 7.904673 8.418552 2.204235 2.789187 8.731710 4.204235 8.622086 9.673875 10.631546 11.679966 10.787316 8.512572 12.838817 7.774089 4.848087 10.165683 10.887228 10.498854 9.624193 8.031862 9.552961 9.324730 9.454531 12.633117 9.866011 1.204203 -0.190370 -0.202120 0.222620 0.709000 0.709000 0.287320 -0.190290 -0.197430 -0.197430 0.163640 0.163640 1.625200 1.625200 1.575500 0.042674 -0.177070 -0.178270 0.605860 0.756730 0.756920 0.010785 0.000000 -0.164010 -0.164010 -0.190370 -0.212230 0.282360 0.277350 -0.222980 -0.229580 0.266490 -0.220640 -0.220640 -0.025402 0.222620 0.358970 -0.749450 0.290180 -0.208620 -0.190290 -0.197430 0.163640 -0.196300 -0.196300 -0.175200 -0.170610 0.042674 0.042674 -0.182270 -0.722470 -0.722470 -0.722470 -0.722470 0.294790 0.605860 -0.206770 -0.155330 0.010785 -0.206 -0.206 -0.197 -0.197 0.164 0.164 1.576 -0.196 -0.171 0.000 0.000 -0.182 -0.182 -0.722 -0.722 0.295 0.295 -0.202 -0.202 0.757 0.757 -0.207 -0.155 0.054 0.266 0.282 0.282 -0.200 -0.200 -0.221 -0.221 0.303 0.303 0.281 0.281 0.294 0.294 0.316 0.316 0.000 0.000 -0.206 -0.206 -0.197 -0.197 0.164 0.164 1.576 -0.196 -0.171 0.000 0.000 -0.182 -0.182 -0.722 -0.722 0.295 0.295 -0.202 -0.202 0.757 0.757 -0.207 -0.155 0.054 0.266 0.282 0.282 -0.200 -0.200 -0.221 -0.221 0.303 0.303 0.281 0.281 0.294 0.294 0.316 0.316 0.000 0.000 10.0497231 6.1349704 9.7759857 8.8837131 9.3915852 3.9046768 8.1584294 11.1613351 8.6718386 7.9184787 10.0637678 6.4330512 NA 7.6554441 6.9986491 0.2042659 9.1111237 8.1408712 NA 9.3463402 10.7080588 3.7891971 8.7000880 8.9888679 5.0622124 3.7891971 10.5474188 6.1815121 9.4497858 12.3850746 5.5965506 8.9790201 8.4282345 11.0512904 10.5317857 11.7060702 10.0228153 6.1111231 10.9034758 6.6672663 10.0307815 8.3723035 11.1858003 12.1174441 11.7040789 2.9024595 9.461621 10.503441 1.204203 11.739508 9.155518 9.574920 6.904673 10.655444 5.489636 9.192918 13.147664 12.632070 12.727550 6.579272 12.140871 6.932153 9.158429 10.716973 2.789187 10.043216 5.374160 12.934066 3.204235 9.853489 9.673875 7.517116 11.815719 8.530663 8.557380 4.027986 11.255442 10.225213 1.204203 9.359051 9.384142 9.937248 11.096017 8.146747 12.633117 15.719174 10.921910 8.647177 8.442638 8.146747 9.519383 11.059070 12.902938 10.365314 6.248628 9.873118 7.291696 11.8642289 11.6141543 1.2042033 8.4282345 10.7010868 10.7569021 8.9986488 8.9355520 8.1642352 15.3960615 8.8299418 7.7356142 10.6471765 7.2486269 8.4616210 11.1386611 11.6476946 9.2765532 14.2941800 8.8004227 8.6051124 11.0637678 10.3866274 7.5792722 7.5617851 12.6562168 10.9201950 11.2983107 9.5193827 10.0868761 10.2042330 7.2569097 9.2513570 10.5272879 9.3940577 12.8532085 2.2042346 9.3075210 9.4311269 10.1320110 8.3641044 12.5488064 9.1584294 7.7740886 9.1230963 8.2154602 10.4651526 9.6636647 9.5727394 6.5440835 6.7433924 8.2042332 NA NA 7.5351502 NA 9.6738749 9.4521605 6.3127577 11.9587030 8.9081365 10.0450110 9.4088042 0.2042659 11.1371859 13.8831632 8.6799663 9.3488912 10.7873158 10.4639763 9.8872276 8.6759084 5.5965506 9.4568985 10.7935471 NA 6.3741579 7.3437844 13.5745118 9.6433575 10.1656827 6.9929191 5.1584299 12.6958357 11.1914971 10.9029377 11.5017226 9.3247301 12.0822840 5.1584299 11.2649290 8.4756961 10.2390320 10.0533723 11.7811897 9.4545315 1.2042033 1.7891867 8.3886623 5.8480896 13.8674576 9.1111237 8.2098574 1.7891867 8.8141136 9.8731180 NA 8.2863822 7.6718390 11.1685739 4.9046719 8.0929764 TCGA-AG-3898 61 0 NA 1461 rectum stage iia t3 n0 m0 male 2006 NA no rectal adenocarcinoma NA r0 0 NA 5 5 2 NA 4 4 5 5 3 3 NA NA 7 0 0 0 4 0 0 0 0 0 0 5 6 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 6 0 0 2.566156e-06 1.109689e-06 42.2018348623853 12.8440366972477 22.9357798165138 11.0091743119266 11.0091743119266 9.4721961 8.6667932 10.4708935 7.2164345 13.0701209 3.9434150 7.6252405 13.5507036 13.4171222 16.3053831 8.4191499 8.6205487 0.3585088 0.3585088 9.6645157 2.9434150 9.7550588 9.4825753 10.2847500 8.0726997 10.9490410 8.3184560 12.6642307 7.9509110 6.4245426 10.2593207 11.0623575 11.0640863 10.4980053 8.3984149 9.7763065 9.5005611 9.1133416 8.5581264 10.1414522 1.3584525 0.05110300 0.35871000 0.04940100 0.30649000 0.30649000 0.30393000 -0.04611600 -0.01106000 0.00978510 -0.13290000 -0.13290000 -0.00968060 -0.01413700 -0.01413700 0.01153900 3.65690000 0.04301500 2.94990000 2.07390000 1.33340000 -0.04224500 0.03990200 -0.29113000 -0.29113000 0.05110300 -0.00221680 0.01796300 0.04797800 -0.27129000 -0.27129000 -0.27519000 -0.55707000 -0.27643000 0.04386500 -0.02356600 0.53713000 0.29024000 0.30649000 -0.02523300 -0.04611600 -0.00664320 -0.13290000 -0.09973600 -0.20248000 0.00000000 0.00000000 0.01153900 0.02179200 -0.66716000 -0.63542000 -0.61968000 -0.61968000 -0.61968000 -0.01298900 2.57190000 -0.24703000 -0.00041585 -0.04224500 0.000 0.000 0.000 0.000 -0.133 -0.133 0.000 -0.202 0.000 0.000 0.000 -0.667 0.000 -0.635 -0.635 0.000 0.000 -0.264 -0.264 0.712 0.712 -0.299 0.000 0.000 0.336 0.000 0.000 -0.271 -0.271 -0.281 -0.281 0.000 0.000 0.537 0.537 0.306 0.306 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.133 -0.133 0.000 -0.202 0.000 0.000 0.000 -0.667 0.000 -0.635 -0.635 0.000 0.000 -0.264 -0.264 0.712 0.712 -0.299 0.000 0.000 0.336 0.000 0.000 -0.271 -0.271 -0.281 -0.281 0.000 0.000 0.537 0.537 0.306 0.306 0.000 0.000 0.000 0.000 9.0308792 6.2410965 10.3213500 9.3242382 9.7203977 5.1658075 8.2102028 10.3256802 7.8662484 7.7593336 5.8503069 3.9434150 1.3584525 NA 9.9841628 1.3584525 9.3242382 8.3068214 0.3585088 8.8859309 10.4578018 3.1658155 9.3918770 8.8137812 6.3357333 3.7411218 10.8392442 7.7763067 4.1658075 13.0275605 5.5283775 3.8178893 7.2288187 11.1365311 10.8045033 13.0575926 10.0202320 4.8820169 10.4160397 5.5243646 9.5183252 8.7447044 10.8024335 11.9381376 11.8869081 4.6760473 9.5532109 11.7345794 0.3585088 12.6307922 9.3668826 9.9149600 7.0449547 9.8013975 4.3584525 9.4272322 12.5833601 12.7348507 13.0562903 8.0210866 16.3053831 6.5283791 9.0414486 11.2210913 3.5283838 11.1267127 5.0023110 13.3251397 4.6803806 9.3519584 9.4825753 8.4352694 12.2758261 10.2832664 8.4137362 6.6571126 9.3442959 10.5593526 NA 9.3724744 10.5433293 10.2698460 11.1730365 9.0726994 12.7531846 15.9131558 10.8751389 9.0392706 8.8976129 9.2532717 8.8503072 11.4630396 13.0647341 11.1207778 6.8662490 9.7826202 7.8178854 11.7269604 10.9349383 3.1658155 8.6667932 11.0148789 10.4708935 8.6438562 8.5082012 9.0166654 14.9540897 8.7116009 7.9206964 10.1577356 8.5727730 8.9657843 11.1617779 11.0855235 9.9377322 14.4344344 8.9130429 9.0519408 9.8382342 10.4245432 9.1066469 3.5283838 12.2027674 11.2388028 11.1762371 9.5107389 9.6392247 9.9111230 8.8081804 9.9092008 10.7432378 9.2653445 11.9366238 3.3584525 8.8137812 8.6391782 9.5848661 6.1913435 12.6860066 9.0414486 5.6803834 9.7203977 8.4137362 9.6040066 9.6938443 9.6565166 6.4459170 7.4459170 8.7421582 5.0023110 4.3584525 8.1658090 NA 9.4825753 9.3946275 5.9731635 11.4110220 8.2891912 10.3570444 9.3946275 2.6803919 10.8711944 13.0729142 8.2832667 10.0675378 10.9490410 10.8209563 9.5233608 9.1299434 4.0588966 10.7225886 9.2758559 0.3585088 3.5283838 4.6063830 12.3453626 10.9114112 10.2593207 7.9805058 6.9583671 12.9750028 10.9434165 10.9887211 11.0440788 9.5005611 11.7951655 5.8503069 10.7582659 8.1786330 10.7203978 10.0220121 11.6040067 9.1133416 1.3584525 0.3585088 8.3317782 5.5283775 14.1846052 9.6134825 8.5082012 NA 9.0850467 9.7826202 NA 8.8096649 8.4512111 12.1984450 5.0588922 6.4459170 TCGA-AG-3901 67 0 NA 761 rectum stage iiib t3 n1 m0 female 2007 NA no rectal mucinous adenocarcinoma NA r0 2 NA 1 4 1 NA 2 2 1 6 1 2 NA NA 0 0 0 0 0 4 0 0 4 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 0 0 0 0 1.525823e-06 6.588779e-07 57.5757575757576 9.09090909090909 13.6363636363636 12.1212121212121 7.57575757575758 9.546309 8.746859 10.489725 7.064050 13.563196 4.553090 6.889371 13.546169 13.656506 11.773224 7.903585 8.885795 4.231156 8.871404 8.845869 4.623475 8.774191 10.036903 9.776124 12.186809 10.734985 8.095345 12.977464 8.173674 4.553090 10.274187 10.136546 10.173674 8.548572 8.560014 10.219844 9.922222 9.321272 11.908439 9.452746 3.401084 0.0425900 0.0425900 -0.0526660 -0.0242510 -0.0242510 -0.0290380 0.0384890 -0.0206870 -0.0206870 0.0000000 0.0000000 -0.0076101 -0.0076101 -0.0076101 0.0161460 -0.0278080 -0.0278080 0.1271200 0.1271200 0.1271200 -0.0306770 -0.0306770 -0.3914100 0.0425900 0.0425900 0.0321400 -0.0098185 -0.0145030 -0.0548250 -0.0548250 -0.0548250 0.0315770 0.0307960 -0.0427880 -0.0610170 0.0195030 -0.0242510 -0.0242510 0.0384890 -0.3908500 -0.0206870 0.0000000 0.0424790 0.0530940 -0.3389400 -0.3389400 0.0161460 0.0161460 -0.0278080 -0.3931900 -0.3931900 -0.4006500 -0.4006500 -0.0172540 0.1271200 0.0285230 0.0543760 -0.0306770 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.339 0.000 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.127 0.127 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.339 0.000 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.127 0.127 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.110742 8.101524 9.155972 10.909759 10.211299 6.401084 9.608370 10.468369 7.965869 8.450328 7.945405 6.497946 2.231156 4.553090 7.544043 1.231187 9.425916 8.264582 NA 8.623477 10.371989 3.231156 8.975993 9.331822 5.690590 6.156684 9.577673 7.440613 10.228339 12.056516 6.889371 10.012519 8.553087 10.638427 10.571009 10.649012 9.208439 6.231160 10.751100 7.048399 9.892937 8.843401 10.338376 11.998218 11.507284 1.830458 10.121424 10.060882 1.816108 11.402962 9.655326 9.935063 6.816122 10.121424 6.420984 9.663701 11.811418 13.095152 13.081932 6.727334 11.773224 9.025575 10.817999 11.193332 3.553090 9.663847 7.391030 13.248316 4.875013 9.865970 10.036903 9.871404 12.527789 9.495602 8.778054 3.261501 12.044941 11.182444 4.231156 10.096893 9.420984 10.208439 11.943256 10.132026 11.982703 14.726312 11.195500 8.279537 8.167797 7.706892 8.989383 10.942775 13.113420 10.869414 6.999344 9.452746 7.972627 12.1214236 10.7972134 1.2311866 8.7468593 11.1069087 10.4897254 8.9827033 8.6018469 8.9726263 15.2417779 8.3960661 7.6741026 10.6905909 9.0703630 8.9281269 10.8893708 11.3462030 8.3049796 14.6336385 8.7028345 9.2170012 9.7703182 9.8273491 7.3079749 7.4695637 11.4967744 10.5315119 9.9315990 8.8010151 10.3119769 9.6657875 8.4357307 9.1470388 11.0569132 9.8347856 12.4339046 NA 9.1998262 9.3756136 10.8226817 10.6803080 12.7149751 10.8179992 8.4932542 10.0529333 10.0922463 9.6127023 10.2027029 9.7838284 6.6741033 7.1135578 9.0577078 NA NA 8.9176600 0.2311866 10.0369032 9.7566801 7.0385141 11.3364131 9.5188717 10.2339743 10.7339911 0.2311866 10.7028346 13.1965829 8.7389539 10.1839006 10.7349851 10.1259771 10.0385142 9.1853557 5.2755547 10.7290112 10.7165459 2.2311559 3.2311559 7.5349401 12.6540125 10.2659583 10.2741866 7.2084392 5.9860468 12.0308457 10.4172735 11.0051227 10.8133013 9.9222224 11.6240134 5.7230124 10.6709902 8.5620764 10.5177171 10.8232613 11.2318636 9.3212717 1.2311866 2.2311559 8.3565211 3.6905959 14.0675056 9.4234521 9.1911611 NA 8.3079749 9.4527464 6.1380506 8.4308318 7.0255748 11.4116901 5.4406134 7.0125195 TCGA-AG-3902 61 0 NA 974 rectum stage iia t3 n0 m0 male 2007 NA no rectal adenocarcinoma NA r0 0 NA 1 2 4 NA 4 4 2 2 3 3 NA NA 7 0 0 0 0 4 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 0 7 4 0 0 0 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 3.502456e-06 1.144367e-06 29.6296296296296 10.3703703703704 13.3333333333333 23.7037037037037 22.962962962963 9.843040 9.187180 11.113179 6.748438 13.359240 2.896969 7.124942 14.492312 12.994363 12.629828 8.540817 7.978878 2.073855 2.180753 9.629017 4.373398 9.225928 9.668019 10.135365 11.313896 10.559822 8.346378 13.029376 8.087644 3.658806 10.403031 10.460198 10.781197 9.008210 9.008545 9.885151 9.832738 10.162525 11.109800 9.811151 2.621337 0.01042400 0.01042400 -0.00636680 0.74784000 0.74784000 2.96120000 -0.01133500 0.00875280 0.00875280 0.00930980 0.00930980 0.41848000 0.41848000 0.41848000 0.00680440 0.62588000 0.02763800 0.83569000 0.83569000 0.83569000 0.04925600 0.02539000 0.01042400 0.01042400 0.01042400 -0.01635000 -0.00429290 -0.00097017 -0.50515000 0.28406000 0.49632000 -0.01629200 -0.01993400 -0.00636680 -0.01611200 0.00000000 -0.51404000 0.74784000 -0.01133500 -0.01133500 -0.01298900 0.00930980 -0.00193990 0.00402430 -0.03558500 -0.03558500 0.00680440 0.01249100 -0.50446000 -0.31669000 -0.32646000 -0.32646000 -0.32646000 0.02553100 -0.48995000 0.00583090 0.01796300 0.04925600 0.343 0.000 0.000 0.000 0.000 0.000 0.418 0.000 0.000 0.000 0.000 -0.504 -0.504 -0.326 -0.326 0.000 0.000 0.000 0.000 -0.490 0.346 0.000 0.000 0.000 0.000 0.000 0.000 0.238 0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.234 0.748 0.429 0.429 0.000 0.000 0.343 0.000 0.000 0.000 0.000 0.000 0.418 0.000 0.000 0.000 0.000 -0.504 -0.504 -0.326 -0.326 0.000 0.000 0.000 0.000 -0.490 0.346 0.000 0.000 0.000 0.000 0.000 0.000 0.238 0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.234 0.748 0.429 0.429 0.000 0.000 9.4428483 5.0738374 8.6401849 8.9164304 9.3571046 3.4608605 7.5357901 10.1161290 7.8949990 8.3334005 11.5078248 7.5852871 NA 8.7232326 8.2621418 -1.6263796 8.2742654 7.5155059 -0.6266024 9.4388147 11.0177054 4.7996624 9.0729710 9.4280029 5.1282852 4.8491336 10.4242675 8.2062886 9.0440547 12.1728825 6.5779695 8.5595128 9.4668161 9.9719162 10.6150838 11.3195737 9.6800298 6.2802882 10.8174168 6.0802739 9.9394526 8.8378524 10.2228036 11.7871864 11.8604848 3.8491286 9.714361 10.931102 -1.626380 12.129434 9.072971 9.423927 7.439488 10.134950 5.904780 9.551441 11.277280 12.115076 13.122639 7.094498 12.629828 6.199947 8.207869 10.681738 3.988112 10.363857 5.640184 11.992472 2.832829 9.915947 9.668019 8.656487 12.717278 9.445531 8.026243 5.884439 12.075896 10.667445 3.765715 10.028482 10.394725 10.110223 10.664281 10.183970 11.659667 15.197424 10.899409 7.845073 7.926068 9.313712 9.028035 11.756698 13.125779 11.119274 6.327594 10.195969 7.672606 11.8416407 11.4415050 0.3733976 9.1871796 11.2941235 11.1131791 9.0885026 8.6010145 9.4361194 14.1301622 8.5644578 8.6436939 10.5983046 9.6401851 8.5974001 10.9375480 10.7176944 9.1270583 13.8947229 8.7560225 9.6823062 10.8017586 10.1600765 7.5282165 7.7657157 12.2533646 11.0066208 10.7204662 9.2337095 10.2066839 9.9038049 8.2317679 9.6225120 10.9538926 9.9498829 12.5978276 NA 9.3166458 9.0885026 9.8048961 8.9742405 14.0623317 8.2078694 6.9202933 10.0751382 9.4177926 10.0936427 9.8095895 9.9070981 5.9733105 5.1657351 9.2552772 1.1807844 0.6953703 9.1823626 0.9583601 9.6680193 9.3936839 5.9202933 11.7953318 8.3203046 10.7121349 9.4681361 2.1807526 10.7149173 13.7771761 9.5551720 10.6393065 10.5598223 10.6442778 9.6431096 9.0893604 4.1282852 10.2251475 10.4394574 NA 6.2621418 7.7527767 12.7420414 9.7478947 10.4030308 8.2251477 5.7484371 12.7401988 10.9853454 11.0601179 10.9656219 9.8327378 12.0069614 3.0738374 10.7235089 8.5742972 10.5084665 11.4109455 11.4458661 10.1625245 0.6953703 1.3733976 7.8591272 5.8080272 13.0255152 9.6680193 9.1895822 1.1807844 9.0862007 10.1959693 -0.0415656 7.5607509 8.1742985 11.9334925 5.0458230 6.4555475 TCGA-AG-3906 67 0 NA 608 rectum stage i t2 n0 m0 female 2008 NA no rectal adenocarcinoma NA r0 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-AG-3909 69 0 NA 608 rectum stage iiib t3 n1 m0 female 2008 NA no rectal adenocarcinoma NA r0 3 NA 2 6 2 NA NA NA 5 7 3 3 NA NA 6 0 0 0 0 4 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 0 0 0 0 0 0 0 0 0 0 4 0 0 2.288734e-06 5.201668e-07 40.9638554216867 15.6626506024096 24.0963855421687 12.0481927710843 7.2289156626506 9.597306 8.261802 10.870181 7.124298 14.745530 3.328434 7.845015 13.492097 13.700578 13.055603 7.609725 8.175322 3.158515 4.065409 8.313332 3.158515 8.689895 9.705408 9.601457 12.494183 10.709261 7.886434 13.158866 7.674213 2.917661 10.063901 10.757497 9.848512 8.969085 8.171362 9.025793 9.184373 10.182268 11.552966 9.674214 1.158531 -0.3002800 -0.3106700 0.0161460 0.0988510 0.0988510 0.3572400 -0.3343600 0.0061090 0.0049165 -0.0120240 -0.0120240 0.6310600 0.6310600 0.6310600 0.6255100 -0.0023553 -0.0023553 1.2594000 1.2594000 1.2594000 -0.0768050 -0.0689310 -0.3207500 -0.3207500 -0.3002800 -0.0041546 0.0214630 0.0214630 -0.3130700 -0.9728100 -0.3082700 0.0046865 0.0046865 0.0087528 -0.0037395 0.6160600 -0.6973900 -0.3250700 -0.3264600 -0.3424000 0.0049165 -0.0228810 0.0016642 0.0016642 -0.6774700 -0.6774700 0.6170700 0.6255100 -0.7009100 -0.3169200 -1.0200000 -1.0200000 -1.0200000 -0.0223320 0.6656700 -0.3432000 -0.3410200 -0.0768050 -0.326 -0.326 0.000 0.000 0.000 0.000 0.631 0.000 -0.677 0.626 0.626 -0.699 0.000 -0.349 -1.020 0.000 0.000 -0.311 -0.311 1.259 1.259 -0.343 -0.341 0.000 0.000 0.000 0.000 -0.313 -0.313 0.000 0.000 0.000 0.000 0.616 0.616 -0.677 0.000 0.000 0.000 0.000 0.000 -0.326 -0.326 0.000 0.000 0.000 0.000 0.631 0.000 -0.677 0.626 0.626 -0.699 0.000 -0.349 -1.020 0.000 0.000 -0.311 -0.311 1.259 1.259 -0.343 -0.341 0.000 0.000 0.000 0.000 -0.313 -0.313 0.000 0.000 0.000 0.000 0.616 0.616 -0.677 0.000 0.000 0.000 0.000 0.000 9.9594137 5.0164963 11.0862918 8.5465310 9.2670383 4.0654086 8.5679048 10.9217263 8.6937894 8.3630852 11.5149659 5.7732236 0.1584663 7.9134017 6.8023703 1.7434719 9.0623956 8.2029079 NA 9.0319581 10.4264710 5.5508299 7.6898953 8.1864198 6.3284398 2.1584986 10.3679673 6.0164941 8.6623397 12.6463539 4.2459748 9.0257926 7.7131026 10.6493648 10.5281112 12.2359973 9.7491010 7.5335532 10.0351536 6.7131033 8.8658730 8.6696341 10.8821749 12.0867102 11.4010926 4.2306181 9.3655283 10.6633329 0.1584663 12.6586088 9.3057189 9.6076625 5.1127085 10.5529766 6.2459767 8.8589536 12.8480752 12.8563503 12.5763664 6.4251135 13.0556030 6.3483387 8.7472286 10.3667483 2.4804461 10.4674558 4.8023690 12.6769212 4.4064414 9.4353363 9.7054083 8.0164946 11.7778169 8.2877969 9.3158608 3.1994054 10.3384230 9.8830278 2.1584986 9.0227001 8.7015456 9.8813214 11.3667482 8.0951517 12.6598535 14.8736158 10.7860478 8.9529622 8.5378924 8.9786927 9.2137964 11.6422843 12.5000327 9.7072780 6.4622945 9.4439162 7.1010281 12.4058481 11.1940003 0.1584663 8.2618016 11.1192399 10.8701809 8.7434763 8.6820760 8.1585138 14.8153538 8.3031720 7.8658730 10.5422182 6.6342477 8.4439162 11.1322113 10.9529298 7.6585985 13.9353581 8.4577219 9.3704021 11.3012592 10.3133320 7.1471988 8.4577219 11.6256100 10.4950204 11.7755221 8.4111792 10.2124397 10.1528674 8.7695387 9.1946874 10.4713968 9.4088123 12.9112562 NA 9.3209052 9.3872365 10.3069905 9.0714034 12.3038092 8.7472286 7.5931423 9.3679673 8.2246032 11.1068811 9.9200652 8.8939006 5.6820760 7.5248363 7.9594137 NA NA 7.2353298 NA 9.7054083 9.6996105 5.8589532 12.4013903 8.5763664 10.2083624 9.2272922 1.1585309 11.1436442 13.3624736 8.4111792 9.1808818 10.7092606 10.4288092 9.6443432 8.8095656 6.3679668 9.4229564 10.5929962 1.1585309 5.9134017 7.2565456 13.3921336 9.5008108 10.0639009 7.0288785 5.1127085 12.3517312 10.8441388 11.0265647 11.6707606 9.1843733 12.1721855 4.3284416 11.3957239 8.4346382 9.9050282 9.4111794 11.9025068 10.1822682 3.6179449 NA 8.3410571 5.1585148 13.4961358 8.9722952 8.1641386 1.1585309 8.6382940 9.4439162 1.1585309 7.0533319 6.9266981 11.0024350 4.4804396 5.3284380 TCGA-AG-3999 61 0 NA 853 rectum stage iiic t3 n2 m0 female 2008 NA no rectal adenocarcinoma NA r0 20 NA 5 5 4 NA NA NA 5 5 3 3 NA NA 7 0 0 0 0 4 0 0 0 0 0 0 7 0 0 7 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 7 0 0 2.531478e-06 6.935557e-07 50 10.4166666666667 20.8333333333333 12.5 6.25 9.30294137 6.79035501 10.72693882 6.57675944 13.22597739 3.48159603 7.60713276 13.65324985 13.60760263 11.80884861 7.21199534 7.59959973 1.02219024 2.34408992 8.55355212 2.82952487 9.30062002 10.72000693 9.86766068 10.07201909 10.29480039 8.10431988 12.71739887 7.68038203 6.08739919 10.70867111 10.80516878 10.59107675 8.98506660 7.87441891 8.92906130 9.08383883 10.29129723 8.74326990 9.74326973 0.02219024 1.215500 0.372550 0.000000 -0.455610 1.259000 1.188400 0.384420 0.013264 0.013264 -0.031325 3.631200 1.373200 1.373200 1.380700 0.072449 -0.407440 -0.407440 1.770200 0.746010 -0.429050 0.126580 3.656900 -0.420750 -0.420750 -0.420750 -0.400700 -0.018440 0.401670 -0.444440 -0.444440 -0.444440 -0.458600 -0.458600 0.042501 -0.013351 0.426600 -1.292900 1.188400 -0.044772 0.405830 0.013264 -0.034581 -0.404360 0.107940 -0.396380 -0.396380 0.072449 0.070171 -0.405240 -0.389800 -0.921340 -0.921340 -0.921340 0.104440 0.049592 0.052720 -0.382870 0.126580 0.000 0.384 0.000 0.000 0.000 0.000 1.381 0.108 -0.396 0.000 0.000 -0.284 -0.284 -0.921 -0.921 0.104 0.104 -0.048 0.373 1.770 1.770 0.000 -0.348 -0.372 -0.372 0.000 0.000 -0.444 -0.444 -0.381 -0.381 0.000 0.000 0.000 0.427 -0.449 0.739 0.000 0.000 0.127 0.127 0.000 0.384 0.000 0.000 0.000 0.000 1.381 0.108 -0.396 0.000 0.000 -0.284 -0.284 -0.921 -0.921 0.104 0.104 -0.048 0.373 1.770 1.770 0.000 -0.348 -0.372 -0.372 0.000 0.000 -0.444 -0.444 -0.381 -0.381 0.000 0.000 0.000 0.427 -0.449 0.739 0.000 0.000 0.127 0.127 9.731254 5.880152 9.906341 8.952908 9.642390 3.722608 7.770363 11.213847 8.732977 7.370898 8.440023 3.192099 NA 5.448435 4.109636 NA 8.829526 8.171918 NA 9.066565 10.389585 2.344090 8.842349 7.592026 4.481602 2.344090 9.760263 5.904814 7.629501 13.103321 6.694596 6.803531 7.353088 11.221843 11.126769 12.409380 9.867661 7.260575 10.730082 6.328142 9.824687 8.536609 10.829526 11.921237 11.656074 2.843883 9.58250350 11.29071260 NA 12.32908670 11.01935005 9.26534453 5.34409702 10.49079463 4.27009532 9.51001068 12.94512657 12.11921509 12.43050033 6.49303242 11.80884861 6.43156112 9.58632002 9.89253523 0.02219024 10.03286647 3.60712906 12.92398026 3.72260810 9.53589821 10.72000693 7.75009126 12.25758652 9.74326973 8.70516512 4.44373262 9.69459591 11.78122650 2.82952487 9.35756102 9.28191380 11.35364738 10.57867667 6.91698890 12.26683174 14.67237810 13.05111263 9.72659301 8.84871901 7.61462740 8.96468511 11.01364279 13.77214473 10.82281171 6.27009719 8.67680653 7.44843517 12.29742212 11.53342907 NA 6.79035501 10.92605244 10.72693882 8.66602690 8.39720999 8.21199534 13.88363750 8.66962918 7.89253553 10.13981365 6.97636707 9.69636286 11.46459578 11.49841050 8.48638938 14.25586514 8.21199534 9.10963349 10.77204003 10.55647348 7.71565729 4.97636822 12.60854128 10.48569499 11.66512483 10.32937143 9.90328462 10.39829596 7.78949452 9.35756102 10.45471251 9.29596610 12.80170939 2.02215472 9.39720999 9.83307951 9.84712940 6.28895648 12.19522304 9.58632002 6.25098999 11.53885555 8.53787028 9.89099319 9.74155934 9.77041382 6.36202095 7.44002282 9.62765006 7.19209551 0.02219024 6.91698890 NA 10.72000693 8.98795492 5.63687979 12.18078026 8.70867111 10.51201854 8.84234940 0.02219024 11.19459811 13.76363757 9.02779516 10.11756765 10.29480039 10.97491185 9.33050955 8.98217249 4.19209946 9.50195081 10.32053105 0.02219024 8.09898637 3.19209946 13.61754464 8.97927256 10.70867111 7.08965916 5.06656283 12.61975761 10.62115352 10.84951332 11.60101499 9.08383883 12.22460055 5.30757424 11.28426542 9.08016224 11.07201915 10.35837582 12.76847494 10.29129723 0.02219024 4.34409702 8.37372824 6.19209551 13.60912761 8.66962918 8.14629169 0.02219024 8.62457250 8.67680653 6.69459608 6.39721084 8.20207973 10.98362027 4.02217248 7.65152749 TCGA-AG-4001 74 0 NA 1096 rectum stage iia t3 n0 m0 female 2009 NA no rectal adenocarcinoma NA r0 0 NA 5 5 2 NA 3 1 5 5 1 1 NA NA 7 0 0 0 0 0 0 0 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.98229e-06 1.179045e-06 55.3719008264463 9.09090909090909 16.5289256198347 9.09090909090909 9.91735537190083 8.9422124 8.6623045 11.0743686 7.0807323 14.0270416 4.6858729 8.4188254 14.4789541 12.8694623 12.3916972 7.6991699 9.4970393 NA 5.7889675 9.6673873 3.6314303 8.6034105 9.6331580 9.6537929 8.6825294 10.5336842 8.2663757 13.3104991 7.9588914 -0.0689978 10.2047809 10.6783391 10.4228384 9.5856213 9.1535629 9.7607081 9.9561249 9.6279528 9.0858033 10.3361268 2.7383355 -0.1777800 -0.1777800 0.0946720 0.1429500 -0.2068500 0.6642000 -0.0417020 0.1813200 0.1813200 0.3838600 0.3796900 0.7570000 0.7570000 0.7570000 0.1197600 0.1328800 0.1328800 1.2114000 1.5754000 1.5754000 0.0214630 0.0027877 -0.1777800 -0.1777800 -0.1777800 0.6627200 0.1840400 -0.5431000 -0.2008700 -0.4976700 -0.1936700 -0.1894900 -0.1894900 -0.8648400 0.0944910 0.0000000 -0.8653900 -0.0209610 -0.0417020 -0.1935000 0.1813200 0.3794000 -0.1838300 -0.4965300 0.0708170 0.0708170 0.1317800 0.1197600 -0.7777800 -0.5090600 -0.5037600 -0.5037600 -0.5037600 0.2928900 0.0676610 -0.1908700 -0.1742400 0.0214630 0.000 0.000 0.181 0.181 0.192 -0.187 0.757 -0.497 0.000 0.120 0.120 -0.363 0.133 -0.504 -0.504 0.133 -0.160 -0.178 -0.178 1.211 1.575 -0.191 -0.174 -0.189 -0.189 0.184 0.184 -0.201 -0.201 0.183 -0.189 0.000 0.000 1.300 1.300 -0.835 0.000 0.783 -0.117 0.000 0.000 0.000 0.000 0.181 0.181 0.192 -0.187 0.757 -0.497 0.000 0.120 0.120 -0.363 0.133 -0.504 -0.504 0.133 -0.160 -0.178 -0.178 1.211 1.575 -0.191 -0.174 -0.189 -0.189 0.184 0.184 -0.201 -0.201 0.183 -0.189 0.000 0.000 1.300 1.300 -0.835 0.000 0.783 -0.117 0.000 0.000 8.2163874 6.4228385 9.7874109 10.8258031 9.3103638 5.0602679 8.7415570 10.9161157 8.1693899 8.8909871 7.7575340 4.3904201 0.9310022 NA 4.1789138 NA 9.6623043 8.4855741 NA 9.3676969 10.7359230 4.3904201 7.3488379 8.4466851 6.6991699 3.2529152 10.1501538 6.8617222 3.3904201 12.4565061 0.9310022 3.1009104 7.2347657 10.2774991 10.8067346 12.6718202 10.1561927 7.8378758 9.9289974 6.6104653 9.2047809 8.3566210 10.8756974 12.6852904 11.6937826 5.3379965 9.704124 11.212915 NA 12.581813 9.297307 10.413793 6.788966 10.172968 4.975378 8.578444 12.956471 12.989315 12.898031 6.438780 12.391697 7.100910 10.140439 10.230193 2.252900 10.567356 4.631424 12.485094 6.018447 10.362075 9.633158 9.477880 11.739950 9.334189 8.782734 4.966167 6.978000 10.756739 2.515939 9.741557 9.519700 9.950576 11.529503 8.599870 13.039346 14.743536 10.598097 8.810568 8.266376 9.432822 9.031648 11.228440 12.193667 10.436231 6.930986 9.685873 7.751164 11.4087436 11.0775540 -0.0689978 8.6623045 11.3671763 11.0743686 9.0051268 9.0290174 9.0473293 14.8735287 9.0210977 8.2885371 10.4604159 8.8378758 8.7764755 11.9171829 10.4228384 8.4641205 14.2436556 8.2973074 9.4387800 9.9671590 10.0654117 8.1598042 5.2529152 12.1836508 11.5234424 11.8128640 8.7670357 10.3329314 9.5290379 8.4387798 9.4913182 10.6357536 8.8764292 12.6796478 1.9310022 9.5140680 8.9412337 10.7495675 7.1306581 12.5278739 10.1404387 7.1693899 9.7415570 9.3614379 9.6244723 9.1646050 8.2147218 6.9196702 6.7254017 8.7827342 NA NA 8.6758191 0.9310022 9.6331580 9.9943805 6.6589055 11.8393779 8.5927635 9.8028905 9.2973074 1.9310022 11.4754669 13.6709768 8.7057723 10.4067187 10.5336842 10.3718545 9.6227289 8.8528263 6.8851814 9.0858033 10.2812948 NA 6.3060252 5.3572494 12.7739249 8.8909871 10.2047809 7.4350493 6.0395091 12.3043943 10.5131273 10.6950275 11.5820370 9.9561249 12.2934771 5.8851814 11.3682172 9.0499264 9.9366098 10.9461774 11.7148021 9.6279528 0.9310022 3.3904201 7.6332270 6.7383409 13.8902628 9.1183374 8.2163874 NA 8.6520845 9.6858729 4.8378777 7.0078010 8.0908566 11.6174858 4.8851839 6.7123454 TCGA-AG-4005 64 0 NA 427 rectum stage iv t3 n2 m1 male 2007 NA no rectal adenocarcinoma NA r0 7 NA 5 5 1 NA 3 4 5 7 3 3 NA NA 7 0 0 0 0 4 0 0 0 0 4 0 7 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 7 0 0 2.600834e-06 1.352434e-06 43.9655172413793 12.0689655172414 15.5172413793103 14.6551724137931 13.7931034482759 8.825829 8.333788 11.195546 6.144754 12.808289 3.375373 7.710352 14.433905 13.866309 12.681843 7.643856 8.530645 2.500904 4.308252 9.149555 2.500904 9.161488 9.824328 10.183893 10.966465 10.651492 8.312540 12.820570 7.455095 3.237870 10.156727 11.120507 10.633612 8.626742 8.300504 10.300720 9.920564 9.971218 8.855515 10.273488 4.559792 0.0229860 0.0121880 0.4387900 -0.4824300 0.6538100 0.4351600 0.0135810 0.0061978 0.0061978 0.0018916 0.0018916 2.5101000 2.5101000 3.6569000 -0.4024100 0.0696170 0.0696170 0.4627400 0.4627400 0.4627400 -0.0032034 -0.0068313 0.0847350 0.0638240 0.0229860 -0.0048961 0.5282900 -0.5821900 -0.4497900 -0.4556900 -0.4729100 -0.0315450 -0.0353960 0.4504800 -0.4660900 -0.0054676 -0.4824300 0.4291700 0.0000000 0.0135810 0.0061978 -0.0091743 -0.4358700 -0.4358700 -0.4089700 -0.4089700 -0.3985700 -1.0225000 -0.4079700 0.0163750 -0.4512700 -0.4716700 -0.4957700 0.0627430 0.4627400 -0.9009400 -0.4112800 -0.0032034 0.000 0.000 0.000 0.000 0.000 0.000 2.510 -0.436 -0.409 -0.402 -0.402 -0.408 0.000 0.000 -0.443 0.000 0.000 0.000 0.000 0.463 0.463 0.000 -0.411 0.000 0.000 0.528 0.528 -0.450 -0.450 0.000 0.000 0.439 -0.021 0.000 0.000 -0.077 0.406 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.510 -0.436 -0.409 -0.402 -0.402 -0.408 0.000 0.000 -0.443 0.000 0.000 0.000 0.000 0.463 0.463 0.000 -0.411 0.000 0.000 0.528 0.528 -0.450 -0.450 0.000 0.000 0.439 -0.021 0.000 0.000 -0.077 0.406 0.000 0.000 0.000 0.000 9.51584863 5.23786195 9.50652280 10.07075385 9.47817806 4.30825165 8.05036184 10.76064153 8.78630034 5.53064511 7.85845042 2.91594151 -0.08405849 6.08586014 6.87013165 0.91594151 8.95485468 8.51956195 NA 9.20825729 11.08648677 3.23786960 8.32956361 8.61637534 5.98202385 3.42182920 9.95348264 6.04521797 7.31681551 12.13812688 4.00339535 7.09584532 8.33800048 10.27568525 10.72489988 11.01067321 9.71683558 7.39166892 10.68006093 6.18272209 8.84371382 7.62225905 10.58215977 12.30817532 12.46065875 3.79073034 9.607679 10.812268 NA 12.438517 9.541645 9.956225 6.407790 10.918048 5.125391 9.405784 12.436309 12.941767 12.829199 6.574147 12.681843 6.602436 9.219716 10.633612 2.915942 10.451969 4.163861 12.825641 4.822827 9.948932 9.824328 8.187399 12.022172 9.075807 9.063141 4.748826 11.421251 11.115608 2.915942 8.670823 9.583047 10.472442 11.106378 7.858450 12.646406 15.253609 11.087738 9.246853 9.034877 8.556181 9.833308 11.087100 13.031955 10.731975 6.559792 8.881720 7.182722 11.79321987 11.72771178 NA 8.33378821 11.04134923 11.19554630 8.34220048 8.38761112 8.85551480 15.24195435 7.70383853 8.08084257 10.99542050 8.55256036 8.62674210 11.33800048 10.30932616 8.91017590 14.48875436 8.94660279 9.63874325 10.33273322 10.46186555 7.54529272 6.90462017 12.19264176 10.46186555 10.29747873 9.60418607 10.18272234 10.43360516 8.25578584 9.45896759 10.92226179 8.74882582 12.85210067 NA 9.28880080 9.26855299 10.13025483 8.10081107 12.18827391 9.21971645 7.71035186 10.28335047 8.76768492 9.97257348 9.30395309 8.79131659 6.08586014 6.81075413 9.14234783 4.72329097 NA 7.29964030 -0.08405849 9.82432840 8.76768492 5.50089763 12.20969476 8.54893093 10.17332360 9.37536726 1.50090401 11.48198979 13.75661532 8.57057184 10.16267631 10.65149179 10.91523114 9.54346959 9.09833007 3.37537312 9.92015617 11.11717749 NA 6.42373110 7.18272209 13.38162967 10.24051016 10.15672702 7.43949764 5.00339985 13.40741308 10.89607533 10.92786180 11.43311297 9.92056351 12.40176506 4.55979158 11.12964751 8.89035032 10.68329257 9.92925841 12.16534551 9.97121819 NA 1.50090401 8.24097112 6.08586014 13.53684284 9.67582387 8.06059380 -0.08405849 8.94957900 8.88171998 1.50090401 7.37536704 7.00339872 11.67914811 5.96033099 5.40778781 TCGA-AG-4007 86 0 NA 31 rectum stage iv t4 n2 m1 male 2007 NA NA rectal adenocarcinoma NA r2 5 NA 5 8 2 NA 3 1 5 5 3 3 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.315716e-06 1.030937e-06 47.8260869565217 13.0434782608696 16.7701863354037 13.6645962732919 8.69565217391304 9.095365 8.526205 10.340279 6.695082 13.416976 3.590746 7.497636 13.944360 14.423872 13.396166 7.912673 9.037001 NA 5.023703 8.151460 2.853776 8.473388 9.257501 9.953565 8.613113 10.689830 7.686669 13.125242 7.010284 6.174986 10.129904 10.546104 9.935928 9.079389 8.551952 9.175707 9.610891 10.304990 11.562288 9.379953 2.268824 -0.00733390 -0.01642900 0.44359000 0.91077000 0.91077000 0.88486000 -0.01415200 0.43125000 0.41178000 -0.00981850 -0.00069303 0.88146000 0.88146000 0.83027000 0.43142000 1.12440000 0.70607000 2.01080000 2.01080000 2.07190000 -0.16128000 1.14140000 -0.02271500 -0.02271500 -0.00733390 0.38551000 -0.45286000 -0.48460000 -0.01491600 -0.90411000 0.00110930 -0.00429290 0.41082000 -0.00954260 -0.53053000 0.44325000 -1.04290000 0.91077000 -0.00097017 0.00000000 0.43682000 -0.01835300 -0.00595220 -0.03149600 0.00000000 0.00000000 -0.02589300 -0.00788630 -0.51414000 -0.48638000 -0.48313000 -0.48313000 -0.48313000 0.45377000 -0.00595220 -0.01807800 0.40377000 -0.16128000 0.000 0.000 0.412 0.412 0.000 0.000 0.830 0.000 0.000 0.000 0.000 0.192 0.706 -0.442 -0.442 0.454 0.454 0.000 0.000 0.462 2.051 0.000 0.000 0.408 0.408 0.000 0.000 0.000 0.000 0.427 0.427 0.444 0.444 1.317 0.443 0.875 0.875 0.000 0.000 0.970 1.131 0.000 0.000 0.412 0.412 0.000 0.000 0.830 0.000 0.000 0.000 0.000 0.192 0.706 -0.442 -0.442 0.454 0.454 0.000 0.000 0.462 2.051 0.000 0.000 0.408 0.408 0.000 0.000 0.000 0.000 0.427 0.427 0.444 0.444 1.317 0.443 0.875 0.875 0.000 0.000 0.970 1.131 9.6481951 6.0761721 10.1484001 8.9377016 8.7726425 4.2688161 7.8981733 10.5273828 9.2403604 7.3980998 6.9412425 1.8537961 NA 0.2687937 6.3773407 NA 10.8040921 8.2688166 NA 8.7726425 10.5107999 4.4387386 7.6263690 8.2054546 6.8981733 NA 11.3145764 7.5072214 8.0761716 12.8396212 4.5907457 5.9967367 8.0035263 11.4337237 10.4474816 12.8178794 10.3077358 6.3980989 10.5436957 6.5869523 9.4807050 7.9558074 10.9830623 12.4559337 10.8186014 3.4953242 9.263170 11.030368 NA 12.300173 9.199554 9.326809 6.151459 10.466033 6.744550 9.169684 12.829627 13.158511 13.092980 6.695082 13.396166 8.157560 9.302240 10.427426 2.590746 11.358889 3.076166 12.759417 5.126799 9.130648 9.257501 8.251810 12.212064 9.211331 8.296723 3.354579 10.799223 9.964045 3.076166 8.972720 9.776611 10.095365 10.973585 8.748597 12.494024 16.158604 10.784517 9.776611 8.274442 8.912673 8.756657 11.043489 12.786978 10.159081 7.037001 9.705528 6.941242 11.9113198 11.2779455 0.2687937 8.5262046 10.7596676 10.3402791 8.0697167 7.9830620 9.0035263 14.6223882 8.7884531 8.1205660 11.9474169 7.8761473 8.2911845 11.0745606 10.9314851 8.2723065 14.5876420 8.4684892 8.8462457 11.1422609 10.3295127 7.5634373 9.4236349 11.9950349 9.7506162 12.7659201 9.4487259 9.9305948 10.2884075 8.7903778 9.3980998 10.5426124 8.4782701 13.0396107 2.2688236 9.4879853 9.4253802 9.6782077 8.8310592 12.3396086 9.3022398 6.8537799 9.0567193 8.3877580 10.0599797 9.3429582 8.7449552 6.8079757 6.5542189 9.0599795 0.2687937 1.8537961 8.9377016 NA 9.2575015 9.7013586 6.7923791 12.3562796 8.2911845 10.1205658 9.1299038 0.2687937 11.5314989 13.2967228 8.5771557 10.0921840 10.6898296 10.1221263 9.8021465 8.9234529 4.3562776 8.5997336 10.1184096 0.2687937 3.8537761 8.2856251 13.5615697 8.4928186 10.1299036 7.4326171 5.5542205 12.5562406 10.6503597 11.2288187 12.2043502 9.6108914 11.8518995 5.7923791 11.5862294 8.3721046 10.6643509 9.7944745 11.7389672 10.3049903 NA NA 8.7182130 7.0501762 13.8490753 8.7200277 7.8687294 2.5907457 8.5066960 9.7055284 NA 6.5167448 8.0761716 11.1399519 4.7282471 6.8537799 TCGA-AG-4008 63 0 NA 518 rectum stage iia t3 n0 m0 male 2008 NA no rectal adenocarcinoma NA r0 0 NA 5 5 2 NA 3 1 5 7 3 3 NA NA 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.011312e-06 5.548446e-07 48 16 13.3333333333333 17.3333333333333 5.33333333333333 9.593344 7.417188 10.720257 6.593345 13.565747 3.957757 7.330310 13.641685 13.460019 12.271935 7.310272 9.292508 2.735371 5.957757 8.808613 4.472332 8.815737 10.003711 10.144754 11.294422 10.862928 8.189320 12.492198 8.081138 5.642254 10.375608 10.644256 10.886803 10.164422 8.427874 10.249749 9.891632 10.022306 11.449036 9.815737 3.320326 -0.04011600 -0.04011600 -0.00678130 -0.26781000 -0.26781000 0.90835000 0.00332990 0.00936010 0.00680440 0.04162100 0.04344000 0.59176000 0.59176000 0.59176000 0.05366400 0.12653000 0.11277000 1.25220000 1.25220000 1.21940000 0.02188400 -0.00926660 -0.02054900 -0.02054900 -0.04011600 -0.00013862 -0.58559000 0.00895520 0.03340800 -0.28774000 0.02356600 -0.32612000 -0.33144000 -0.00678130 -0.01340200 0.03538300 -0.61508000 0.88226000 0.00332990 0.00332990 0.00680440 0.04344000 -0.26889000 -0.31891000 -0.42621000 -0.42621000 0.05366400 0.05366400 -0.49830000 -0.54824000 -0.54824000 -0.54824000 -0.54824000 -0.25092000 1.25220000 -0.26167000 -0.05050600 0.02188400 0.000 0.000 0.000 0.000 0.000 0.000 0.592 -0.319 -0.426 0.000 0.000 -0.386 0.113 -0.548 -0.548 -0.251 0.000 0.000 0.000 1.252 1.252 -0.262 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.295 0.000 0.000 0.166 0.000 -0.615 0.655 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.592 -0.319 -0.426 0.000 0.000 -0.386 0.113 -0.548 -0.548 -0.251 0.000 0.000 0.000 1.252 1.252 -0.262 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.295 0.000 0.000 0.166 0.000 -0.615 0.655 0.000 0.000 0.000 0.000 9.2191792 6.1727695 9.5871125 9.9561448 9.7706208 5.5079532 8.7126436 10.4621493 8.3001480 8.5167232 9.4101443 6.1504013 0.1504297 6.5079532 7.4991291 0.1504297 8.9448169 8.4358032 NA 9.3228286 10.7797576 5.0572900 8.5384183 9.4218641 6.8086129 4.7353651 10.3768131 6.8918675 9.2589254 13.0167140 3.6098377 9.2002496 7.5850294 10.3352763 10.9268341 12.0364786 10.1060509 6.7503144 10.9965652 5.3672452 10.6026423 8.5876538 10.7558805 12.2114886 11.6512429 4.0495785 9.6261345 11.0602941 0.1504297 12.3941700 8.8543046 9.9415638 6.6895592 10.3039530 5.3598550 9.3888058 12.2618627 12.9421744 13.0831694 6.7503144 12.2719345 7.1276807 9.8868030 10.5046504 0.1504297 10.7294623 7.1616287 13.0903474 5.4358019 10.0037106 10.0037106 8.9019451 12.1451080 9.4006993 8.4857915 4.5275270 11.5640289 10.6261344 3.1503972 9.8749148 10.0855661 10.1961607 11.4218640 8.6261343 13.0722419 15.4606019 10.9601692 8.3695694 8.6261343 8.9641823 9.0958448 11.3315284 13.0807687 10.8323070 7.4358036 9.4969147 7.9052883 11.6271472 11.0474901 2.1503972 7.4171875 11.2543444 10.7202566 8.8157368 8.7240482 9.0512677 14.9450905 8.4768304 7.7126432 10.3014175 8.1504008 9.0391442 10.6963308 11.1333946 8.7351004 14.4196007 9.2191792 9.1333945 9.7779348 9.9737682 8.0452185 6.6895592 12.0452188 10.4678136 9.9529174 10.0176798 10.1546214 9.9301204 8.6730610 9.7595798 10.9472518 9.1947950 12.0022242 -1.4489024 8.7870256 8.4783579 9.9641821 8.6739630 12.4593088 9.8868030 8.3744027 9.2484331 9.3026858 9.3744027 10.0114880 8.7533224 6.5766657 6.2164898 8.8577602 7.0929157 4.6739634 8.2272164 NA 10.0037106 9.2615367 5.7651104 11.4490364 8.7540273 10.1518092 9.5682535 1.7353489 10.4530399 13.3725921 8.9415638 9.6972955 10.8629280 10.5912702 9.9513009 8.8851106 5.2378620 10.0299842 10.3156220 0.1504297 5.8508419 5.8228270 12.6213140 9.9399347 10.3756085 7.3695694 5.3203258 13.2340465 10.7540273 10.8732085 10.8325177 9.8916320 11.4195277 5.8228270 10.3804215 8.6016122 11.1539189 10.0012130 11.0130384 10.0223062 2.4723318 NA 8.3899518 6.2378639 13.4988525 9.2029691 8.8438881 1.7353489 9.0044590 9.4969147 5.7651104 7.9251883 7.9641820 11.6953654 5.1045967 7.5850294 TCGA-AG-4009 83 0 NA 426 rectum stage i t2 n0 m0 male 2009 NA no rectal adenocarcinoma NA r0 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-AG-4015 85 0 NA 0 rectum stage iia t3 n0 m0 female 2009 NA NA rectal adenocarcinoma NA r0 0 NA 5 5 2 NA 1 5 5 5 3 1 NA NA 7 0 0 0 0 0 0 0 4 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 2.600834e-06 7.282335e-07 38.5416666666667 15.625 20.8333333333333 15.625 9.375 8.7853560 7.8074786 10.8090462 6.2657688 13.8789879 3.2839218 7.5011477 13.7601609 13.9103561 12.5558468 7.5469515 8.2146543 6.1117366 0.9619937 9.5204095 2.7693486 9.3173400 8.4173158 10.8949417 11.7705508 10.3564515 8.2287754 13.0600209 7.7034558 6.6052676 9.6966984 10.9190909 10.3217384 9.5581786 8.0347913 9.9030365 9.8410513 9.7433485 9.3543063 10.1015402 2.2839218 0.0274970 0.0274970 0.5496500 -0.5461300 0.4978700 0.5196100 -0.5147500 0.0234260 0.0127950 -1.1205000 -1.0415000 0.9750200 0.9750200 0.9750200 0.0087528 0.0122370 0.0122370 2.0438000 2.6364000 2.0708000 -0.1086700 -0.1086700 -0.4723600 -0.4621700 -0.4344200 0.0064829 0.0372170 0.0502500 -0.4846200 -0.4846200 -0.4836500 -0.5136200 -0.5107900 -0.4515800 0.0423070 0.0196700 -0.5461300 0.4978700 -0.5233400 -0.5320500 -0.0071958 -0.2207100 -0.5059800 -0.5059800 -0.5195900 -0.5195900 -0.0253010 0.0000000 -0.5322600 -0.5270600 -0.5258800 -0.5019400 -0.5796400 -0.5527600 0.3711700 1.6815000 -0.5463300 -0.1086700 0.503 0.007 0.000 0.000 -0.773 -0.219 0.000 -0.506 -0.520 0.000 0.000 -0.532 0.000 -0.502 -0.502 -0.087 0.466 0.000 0.000 0.000 2.509 -0.511 -0.546 0.000 0.000 0.000 0.000 -0.485 -0.485 -0.523 -0.523 0.000 0.000 1.070 0.000 -0.027 0.520 0.968 0.968 -0.109 -0.109 0.503 0.007 0.000 0.000 -0.773 -0.219 0.000 -0.506 -0.520 0.000 0.000 -0.532 0.000 -0.502 -0.502 -0.087 0.466 0.000 0.000 0.000 2.509 -0.511 -0.546 0.000 0.000 0.000 0.000 -0.485 -0.485 -0.523 -0.523 0.000 0.000 1.070 0.000 -0.027 0.520 0.968 0.968 -0.109 -0.109 9.96339696 4.35430405 10.62998739 7.53184461 9.45984060 3.13191868 8.30183865 10.65982522 9.63264502 9.26119676 7.35430581 4.76934331 NA 4.66242770 7.73017325 -0.03800632 10.01862652 8.20991632 -0.03800632 9.08092995 10.31071695 3.86888427 8.29737899 9.01998068 6.98435693 3.96198442 10.37031851 6.63441466 13.97949322 12.98954930 2.76934860 7.27487197 7.10153978 10.97111758 10.97321605 12.85945617 10.86059018 7.69669843 10.36720472 6.98369023 9.59134543 8.68448916 10.89124722 11.89095126 11.48946582 5.05199412 9.81529843 11.39505257 NA 12.83119708 9.79645986 9.65373236 6.68990994 11.55584678 4.66242770 9.19560843 12.87206936 12.79961675 12.67580491 6.86887934 12.55584675 6.68990994 8.31954071 10.82229987 -0.03800632 10.47871320 3.66243340 13.13253986 3.28392177 8.73996722 8.41731583 7.46183465 12.18024933 9.35430625 8.82926766 5.16244773 11.09705675 10.57945633 0.96199368 9.36073254 9.29961077 10.46780034 11.29737916 7.66934785 12.83946468 14.76515026 11.32228726 9.65198681 8.55817846 9.67966517 9.68820694 11.49429604 12.95439614 10.71594930 6.84463171 9.08869338 7.95634247 11.95209280 11.90303642 -0.03800632 7.80747858 10.92488486 10.80904620 8.52040968 8.27032803 8.49329227 14.72997718 9.01998068 8.47768866 11.16900317 7.45384184 8.58769765 11.02336002 10.36713033 8.90186186 14.37984134 8.68308795 9.48358928 10.63970844 9.75640471 7.61304021 7.27487197 12.13410376 8.89272616 11.95740267 9.67107271 10.81451830 10.89494172 8.28747414 9.13691449 10.58129174 8.67279516 12.32793665 1.96199368 8.95916823 9.86695448 8.86285553 8.20991632 12.91582151 8.31954071 5.45384348 8.39244151 7.68990924 9.76127048 9.20278011 8.78076284 5.68990854 7.89862678 8.56190156 3.13191868 NA 7.21937668 NA 8.41731583 9.44378834 5.48554919 11.40855526 8.80433918 10.01591468 8.69669843 -0.03800632 10.86059018 12.66394501 8.89272616 9.76773275 10.35645153 9.98851229 10.24275957 8.93640356 4.42141856 9.62198463 11.06308467 NA 6.31954026 7.26576974 13.64113900 9.96611102 9.69669843 7.08092942 5.63441321 12.23753139 10.50791859 10.78853727 11.10026061 9.84105133 11.57945629 3.76934860 10.77897246 8.29290550 10.60132956 9.98316321 11.71060099 9.74334851 1.54695618 1.96199368 9.05202184 3.96198442 13.20635266 8.87487810 7.89862678 -0.03800632 8.72134429 9.08869338 5.38825499 7.50114771 7.95067370 11.78814004 4.96198905 7.46183465 TCGA-AG-4021 84 1 121 NA rectum stage iv t3 n2 m1 female 2005 NA no rectal adenocarcinoma NA r2 5 NA NA NA 4 4 3 4 1 1 2 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.319025 8.781165 11.583808 7.172844 13.714878 3.894857 7.327818 13.530479 13.141124 12.640281 7.245356 10.718862 2.032348 3.216781 8.266417 4.839718 9.245356 11.093303 9.928281 10.287605 11.448104 7.572931 12.840010 8.424679 6.670962 9.415281 10.300425 10.127519 8.810140 8.534611 10.566222 10.032823 10.180723 11.051953 8.751595 2.820853 0.0129340 0.0431570 3.6108000 -0.8060000 -0.8056700 1.3031000 0.0023581 0.0000000 0.0000000 -0.7997800 0.3349600 3.6569000 3.6569000 -0.1517000 -0.0102060 -0.0810730 -0.0810730 -0.0048461 -0.0048461 -0.0048461 0.7087000 -0.3910700 -0.0083005 0.0112610 -0.6525800 -0.0026322 0.0266540 0.0295920 0.0318590 0.0318590 -0.8100500 -0.6888800 -0.7403700 -0.6643900 0.0279190 0.0193630 -0.8060000 1.3221000 0.0023581 -0.7941900 0.0048579 0.0114000 0.0144700 0.0088920 0.0043021 0.0043021 -0.0102060 0.0158660 -0.8275700 -0.7891700 -0.7915100 -0.7945300 -0.7945300 -0.0682610 -0.0048461 0.6492800 -0.8388900 0.7087000 0.000 0.000 0.000 0.000 -0.724 -0.724 -0.151 0.000 0.000 0.000 0.000 -0.746 0.000 -0.789 -0.789 0.000 0.000 0.000 0.000 0.000 0.000 0.649 -0.839 0.000 0.000 -0.128 -0.128 0.000 0.000 -0.689 -0.689 -0.664 3.657 0.000 0.000 0.497 1.303 -0.782 0.000 -0.391 -0.391 0.000 0.000 0.000 0.000 -0.724 -0.724 -0.151 0.000 0.000 0.000 0.000 -0.746 0.000 -0.789 -0.789 0.000 0.000 0.000 0.000 0.000 0.000 0.649 -0.839 0.000 0.000 -0.128 -0.128 0.000 0.000 -0.689 -0.689 -0.664 3.657 0.000 0.000 0.497 1.303 -0.782 0.000 -0.391 -0.391 8.4494471 5.8208580 9.3378018 9.0984511 10.4386635 4.5036668 8.6443928 10.4382768 7.0158733 5.3278167 5.3542899 1.1578845 -1.4270133 NA 2.8208529 -1.4270133 8.7933087 8.5066210 -0.4270133 8.0905994 10.4820733 1.7428686 9.7902822 9.5415971 5.3278167 4.5953008 9.8982357 4.8767134 10.5329322 12.5775019 7.2733704 4.6173220 9.3468935 10.5227570 11.4042375 11.1016285 9.0955117 5.1876411 12.8427151 5.8540730 10.8423492 9.8251817 10.4344049 12.7642286 11.7621371 1.9816335 9.9865581 9.6650267 -1.4270133 11.0091212 9.1839551 10.2995741 7.1159623 13.7878564 4.3802862 9.5263993 12.6431351 13.4600556 13.1391627 6.7277490 12.6402806 7.6227788 9.3353122 10.8361994 0.5728897 9.9436177 5.1120871 12.2593213 3.5271204 9.5911303 11.0933034 8.8137216 12.5068975 8.6063534 8.9673929 4.4550839 12.4981138 11.1458673 1.1578845 10.4042375 9.6860212 10.4475274 11.9736763 8.5544975 12.0315932 13.6385673 11.3089093 7.2974436 7.9716740 8.4707756 8.5715206 11.3841042 13.7624846 11.2285504 7.3835021 9.4089806 8.6735925 12.007949 11.068535 2.742847 8.781165 12.192921 11.583808 9.264674 9.645063 9.434793 15.763632 8.042572 7.633626 9.999719 8.142786 8.450981 10.760282 12.211253 10.230195 14.627344 9.086658 9.869846 9.488810 10.022079 7.958793 3.858329 11.793913 9.784819 9.676874 10.534742 10.342768 10.530395 8.594896 9.633626 11.412725 10.566576 12.474729 NA 9.320284 8.252410 9.795725 7.415280 11.932268 9.335312 5.467749 9.125599 9.921658 9.362464 10.889777 8.842279 7.317764 6.527127 9.534380 1.572938 NA 7.172844 NA 11.093303 8.383502 5.830319 11.321752 8.851380 9.912224 9.888646 2.479826 10.515445 13.745241 9.577151 8.827959 11.448104 10.177483 10.037476 9.550210 3.999197 9.720771 9.881286 -1.427013 6.921659 4.430914 12.685614 10.133741 9.415281 7.300850 5.681455 12.692844 11.101873 11.157423 11.075265 10.032823 11.809991 4.876713 10.224879 8.185799 11.604631 10.769840 11.181185 10.180723 NA 2.380286 8.156991 4.782382 14.094163 9.567991 9.636325 -1.427013 8.578555 9.408981 NA 7.681455 7.300850 12.225775 3.965249 7.076756 TCGA-AG-4022 59 0 NA 1400 rectum stage ii t3 n0 m0 female 2006 NA yes rectal adenocarcinoma NA r0 0 NA NA NA 2 5 3 4 1 2 2 2 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.018104 8.855085 10.931563 7.400468 14.115433 4.437747 8.863329 13.631740 13.704822 12.189634 8.432218 9.004191 2.729923 2.910502 9.217502 3.823036 7.872888 10.498996 9.239836 10.577927 11.404710 7.747851 12.887698 8.184983 5.668530 10.559441 10.305343 10.658695 9.987317 9.189558 10.241419 10.014228 10.335286 11.324627 9.767019 3.823036 0.00152550 -0.02584400 0.31494000 0.57402000 0.57402000 0.60521000 -0.01381500 -0.01945200 -0.01161100 0.41011000 -0.00567570 2.46640000 2.46640000 2.41800000 0.44596000 0.00081393 0.00081393 2.33700000 2.33700000 2.38570000 0.17106000 0.17106000 0.02679500 -0.00857660 0.00152550 0.20886000 -0.01395300 -0.01395300 0.15711000 0.00000000 -0.06504500 -0.04048000 -0.04048000 0.34958000 0.32543000 1.13620000 0.57523000 0.57402000 -0.01381500 -0.01381500 -0.03721800 -0.00567570 -0.04428000 -0.05405600 -0.00526100 0.00291330 0.44596000 0.44596000 0.00081393 -0.62684000 -0.62684000 -0.62684000 -0.62684000 0.03511800 -0.67104000 -0.08213700 0.01460900 0.17106000 0.000 0.000 0.000 0.000 0.000 0.000 2.418 0.000 0.000 0.446 0.446 0.000 0.000 -0.627 -0.627 0.000 0.000 0.000 0.000 -0.680 1.657 0.000 0.000 0.209 0.209 0.000 0.000 0.148 0.000 0.000 0.000 0.315 0.315 1.151 1.151 0.545 0.545 0.000 0.000 0.171 0.171 0.000 0.000 0.000 0.000 0.000 0.000 2.418 0.000 0.000 0.446 0.446 0.000 0.000 -0.627 -0.627 0.000 0.000 0.000 0.000 -0.680 1.657 0.000 0.000 0.209 0.209 0.000 0.000 0.148 0.000 0.000 0.000 0.315 0.315 1.151 1.151 0.545 0.545 0.000 0.000 0.171 0.171 8.3524694 6.6109421 8.1827886 9.7974535 10.1645578 5.3621963 8.2196439 9.9432769 6.9157957 8.9829103 10.8588691 5.3928944 -0.1769029 6.4668946 8.5628198 -1.1769029 8.2387807 7.6903179 NA 8.9497436 10.8113687 5.2153563 8.1783900 8.3660708 5.6934033 3.3466024 10.2690884 5.6685305 7.8674332 13.2040411 1.9929497 8.6223206 7.5130367 11.3394778 10.8640136 12.5189198 10.5173969 6.5978261 11.2716225 6.2086421 11.0007700 9.0607389 10.1750824 12.2003078 11.6632268 3.9953669 9.932870 11.099745 -1.176903 12.369089 9.333803 10.161775 6.314892 10.670096 6.153955 9.817392 11.921071 12.928456 12.930746 6.794181 12.189634 6.997964 9.597826 10.125678 2.910502 10.005433 5.089824 12.342675 5.577927 10.522178 10.498996 8.316894 13.588843 9.574583 8.614202 4.679525 10.028221 10.518267 1.630405 9.913813 9.987946 9.725414 12.034015 9.759677 13.304145 14.796190 10.742647 7.936964 7.995466 9.658300 9.360257 12.406592 12.815358 11.121010 7.061444 10.161775 8.457850 11.5047167 10.8894646 2.6304055 8.8550846 11.8445396 10.9315635 9.5364256 9.2398365 9.7374241 14.8524981 8.7830408 8.1871739 9.8166851 9.0697795 8.9892020 10.4994369 11.3737858 8.4143745 13.8776009 9.1849827 9.2597506 9.5182672 10.2045819 6.6174542 7.0757048 11.2453667 10.6716620 10.0269988 10.0470407 9.7559920 9.6027584 9.0436228 9.2482549 11.4704974 10.2685712 11.9071116 NA 8.8837350 8.7178567 10.1119051 8.8550846 12.4635099 9.5978261 6.8060327 8.9184360 9.5286713 9.4514846 10.3063510 8.6368203 6.6559285 6.9523219 10.1827886 NA -1.1769029 9.1176597 -1.1769029 10.4989961 9.3776279 5.0324932 10.9351527 9.3426752 10.2498279 10.3328140 NA 10.0409966 13.7556690 9.4173635 9.7750522 11.4047103 10.7537763 9.6166424 8.8286636 6.6432184 11.3578282 10.0949164 1.6304055 7.2281809 6.6559285 12.5243455 10.6547421 10.5594410 7.2451039 6.9263268 13.1238920 10.9753239 11.0500532 10.9571444 10.0142278 11.2364025 4.3776305 9.6150158 8.5661903 10.7515574 10.6133875 10.2419457 10.3352856 4.4668946 NA 7.1524319 4.7772356 13.8403259 10.0269988 9.2334903 0.4079509 8.6844516 10.1617753 2.2824695 8.6779074 7.9548960 12.0515571 4.7537757 7.9184363 TCGA-AG-A002 35 0 NA 638 rectum stage i t2 n0 m0 male 2009 NA no rectal adenocarcinoma NA r0 0 NA 1 2 5 NA 4 5 3 6 3 3 NA NA 7 4 0 0 7 0 4 0 0 5 0 1 0 4 7 7 0 4 0 4 0 0 0 4 4 0 0 0 4 4 0 1 0 0 4 0 1 5 4 0 0 7 4 1 0 0 4 0.0003362358 8.343475e-05 34.360228198859 41.2143439282804 10.521597392013 12.8850855745721 1.01874490627547 9.240503 9.698426 11.144073 7.534525 12.876377 5.256992 7.441415 13.781856 12.786481 11.669465 7.696413 9.678163 NA 4.382522 9.630449 5.341879 9.302709 10.128476 10.069022 3.797563 10.225221 8.659680 12.415639 8.382522 5.522574 10.418390 10.290748 10.371207 7.234965 8.562873 11.269912 10.120314 10.070578 11.086041 10.602766 3.019951 0.00944910 0.00737980 0.01223700 0.00889200 0.00889200 0.00332990 0.01153900 -0.00304750 -0.00304750 0.01126100 0.01126100 0.00472720 0.00472720 0.00472720 -0.00664320 0.01782400 0.01782400 0.00972760 0.00972760 0.00972760 0.06007900 -0.07401000 0.00944910 0.00944910 0.00944910 -0.00372250 -0.00264090 0.02020300 -0.00559580 0.02384700 -0.01064600 0.00000000 -0.00496840 0.01223700 0.00485790 0.00055584 -0.11561000 0.00889200 -0.00185340 -0.00166290 -0.01285100 0.01126100 0.01153900 -0.02575600 0.01070300 0.01070300 -0.00664320 -0.00664320 0.01782400 -0.00618800 -0.00456950 -0.00456950 -0.00456950 -0.04278800 0.00972760 -0.02406500 -0.01298900 -0.00928090 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.1374093 4.1194890 9.7594913 7.7517556 9.7919127 5.3418790 8.2678794 9.9840863 8.1551112 8.2294053 4.2126005 2.7975526 NA NA 11.8986595 NA 7.0199521 8.2894126 0.2126316 8.1841404 11.2685570 1.7975526 9.5457522 9.5163775 5.2125966 6.3418790 8.5254797 6.1667938 4.9130378 11.4723401 4.1194890 1.2125693 6.6720278 8.9302731 10.7767463 10.5435137 8.7400738 6.7203920 10.9177453 8.4372257 8.4840600 7.9679519 10.7233609 12.1161021 12.0339722 1.3236007 8.902595 10.348306 NA 13.100198 9.414721 9.747872 7.451002 9.399949 3.019951 9.638862 6.256992 12.797794 13.218572 7.980781 11.669465 3.212600 10.125486 11.072132 NA 10.256417 2.534535 12.651389 6.045487 9.807798 10.128476 6.856453 12.020757 9.407354 10.554671 4.622667 14.087098 10.936258 NA 9.854649 9.294746 10.422050 11.835106 6.234965 11.762863 13.088916 10.913903 7.933696 7.107415 8.819927 8.923403 11.335412 13.325036 10.827205 7.525480 9.755629 7.849221 12.2034099 10.8982217 NA 9.6984262 11.7594913 11.1440730 8.2405028 8.2069504 8.5745405 16.3046156 6.8273071 7.8636486 10.6565764 7.4887215 9.2920816 11.3693119 11.4183901 9.7951528 14.0064033 9.1638816 9.8401307 9.4770394 9.8309822 8.6006139 2.5345348 10.7114460 9.3949912 7.0327753 7.7671853 10.2041186 10.2542559 9.1401081 8.7084518 11.2860690 10.6730527 12.6683709 3.3825151 8.1841404 8.7326260 11.1891609 8.5876361 14.5153785 10.1254862 9.3185053 7.3000596 5.7044487 8.7361587 10.6974196 8.7825285 6.4024220 7.3211209 9.9972316 NA 4.8564529 6.4024220 0.2126316 10.1284762 7.3000596 5.2125966 11.3341303 9.6923770 9.9791258 11.0752342 NA 10.6166739 12.9460359 8.5390262 10.5311396 10.2252213 11.0798755 10.1551113 9.4171679 5.7671860 10.8125096 10.7614572 NA 3.0199509 2.7975526 12.2648252 10.3837611 10.4183901 8.6332307 6.1898759 12.0399395 10.9574306 10.6038404 10.5513332 10.1203137 12.1602337 5.3418790 10.5854618 8.1667933 10.7909695 10.3843991 11.2780129 10.0705778 NA 2.7975526 8.1331879 NA 13.8754877 10.7420274 9.5003091 NA 10.0725819 9.7556285 5.3000578 8.9674842 8.1609640 12.3803285 3.3825151 3.3825151 TCGA-AG-A008 50 0 NA 424 rectum stage i t2 n0 m0 female 2009 NA no rectal mucinous adenocarcinoma NA r0 0 NA 3 3 4 NA 1 5 3 6 3 3 NA NA 7 0 0 0 0 4 0 0 0 0 4 0 0 0 4 7 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 1.352434e-06 3.467779e-07 40.8163265306122 8.16326530612245 28.5714285714286 12.2448979591837 10.2040816326531 9.245623 9.297879 10.625498 6.707203 13.926832 4.015328 7.484810 14.062384 13.910026 11.952416 7.830585 8.558059 NA 6.197527 9.092962 5.221777 9.356544 9.884741 10.903600 14.209608 10.136659 8.314885 13.055298 7.951510 2.636822 10.362009 11.003135 10.775341 8.534054 8.282630 9.734845 9.567669 10.261791 12.129468 9.933271 4.838448 0.01105300 0.01105300 -0.50784000 0.00930980 0.00930980 0.00930980 -0.53794000 -0.54804000 -0.54804000 0.04755200 0.04755200 0.06451100 0.06451100 0.06451100 0.06350900 -0.52379000 -0.52379000 0.69933000 0.69933000 0.68541000 -0.23104000 -0.25189000 -1.08490000 0.05523000 0.01105300 0.00000000 0.05650500 0.05216200 -0.53236000 -0.53236000 -0.53744000 0.04131700 0.04131700 -0.50277000 -0.51391000 -0.54703000 0.00930980 0.00930980 -0.53794000 -0.53794000 -0.54804000 0.04755200 0.05694000 0.04317300 -0.56694000 -0.56694000 0.06350900 0.06350900 -0.52379000 -1.07680000 -1.07680000 -1.07680000 -1.11180000 -0.00539920 -1.11000000 0.00055459 0.04372300 -0.23104000 -0.538 -0.538 -0.548 -0.548 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 -0.524 -0.524 -1.077 -1.077 0.000 0.000 0.000 0.000 0.167 0.685 0.000 0.000 0.000 0.000 0.000 0.000 -0.532 -0.532 0.000 0.000 -0.508 -0.508 -0.547 -0.547 0.000 0.000 0.000 0.000 -0.231 -0.231 -0.538 -0.538 -0.548 -0.548 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 -0.524 -0.524 -1.077 -1.077 0.000 0.000 0.000 0.000 0.167 0.685 0.000 0.000 0.000 0.000 0.000 0.000 -0.532 -0.532 0.000 0.000 -0.508 -0.508 -0.547 -0.547 0.000 0.000 0.000 0.000 -0.231 -0.231 9.3400248 3.1222420 9.5933345 8.8579169 9.3261124 0.3148705 7.1603747 10.6625065 8.6680319 8.1222399 10.8665934 4.4023470 NA 3.3148850 7.7987012 NA 9.2748871 8.3917007 NA 8.1975283 10.5508993 4.4183856 9.7390515 9.5628127 5.1728675 5.9705224 8.7072024 7.8771277 9.2187669 12.3715228 6.6368131 9.4848102 7.8998475 10.3970342 11.0747733 10.8423621 9.5722729 4.2217766 11.4681268 6.2046024 9.2573996 8.1458124 10.4325282 12.6412893 12.1986739 3.3381391 9.7804515 10.5968152 NA 11.4493114 9.4898108 10.5096420 7.6002876 9.8127369 2.6368218 9.1446078 11.8951437 13.1048263 12.9737660 7.3230899 11.9524157 2.6368218 8.2806696 11.1270625 NA 9.3455523 6.8067378 13.0778900 5.1728675 10.3975265 9.8847408 6.5047094 12.3240139 9.8345215 9.1697534 4.8590005 13.0563521 10.8256493 0.3148705 10.5388868 9.3970341 10.6975091 10.7875760 7.1852501 12.5758047 14.9014951 10.9926047 9.1295316 8.9695212 8.5194562 8.5194562 11.4415573 13.1521188 11.7603604 6.7906183 10.1254567 8.2806696 12.1302684 10.8790346 NA 9.2978788 11.3106523 10.6254979 9.3064069 8.1027878 8.8617795 14.6711445 8.5145574 8.7702123 11.0655921 9.0929622 9.1125466 11.1141668 10.9506033 9.3844960 14.4652671 8.5047098 8.4747564 11.0256915 10.2232777 7.8462664 1.8998330 11.9268320 10.1302685 10.0847230 9.3701676 10.3289056 10.3400247 7.4093324 9.3372530 11.3365592 10.1525130 12.7149000 -1.2845459 8.7824908 9.3654412 11.0256915 9.4722321 13.2421075 8.2806696 9.4441682 6.9295946 6.2690818 10.0393990 10.1572355 10.3657133 5.8998475 5.5628133 7.8147311 NA NA 6.5437031 0.3148705 9.8847408 10.0187887 4.4848084 11.5910096 8.8187109 10.1867904 10.8057360 NA 10.9623435 13.9995242 9.0291307 9.5556764 10.1366591 10.4247158 10.3592792 8.5532898 4.1222420 11.4480273 10.7619787 NA 3.8998523 2.6368218 13.0859619 10.5425011 10.3620090 8.3681052 6.4848100 12.7138960 10.0647546 10.4364186 10.8226797 9.5676688 12.6740856 3.4848084 11.0179235 8.4390064 10.3647337 12.5167027 11.4972795 10.2617914 NA 2.8998523 9.1587748 6.6368131 13.4639971 9.5388867 9.2367260 1.3148705 8.9110749 10.1254567 3.3148850 8.8187109 7.2921652 11.8452915 4.4848084 7.0291304 TCGA-AG-A00C 49 0 NA 183 rectum stage iiib t3 n1 m0 female 2007 NA yes rectal adenocarcinoma NA r0 1 NA 3 3 3 NA 4 5 5 6 3 2 NA NA 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.803245e-06 5.895224e-07 37.6811594202899 26.0869565217391 10.1449275362319 13.0434782608696 13.0434782608696 9.869620 8.765511 10.933254 6.150801 13.986194 3.735760 9.209695 13.467351 14.124618 12.608866 8.715586 8.049655 NA 5.150803 8.932161 4.653301 9.327390 9.707946 10.348837 12.426926 10.014987 8.508353 12.322395 7.715586 2.565841 10.186059 11.238264 10.900112 9.990005 8.692388 9.563018 9.118277 9.958156 11.083508 9.528735 2.150787 0.0151680 0.0297650 0.0000000 -0.0232290 0.0037465 0.0625080 -0.9716000 0.0081959 -0.0083005 -0.2106500 -0.1569300 1.1173000 1.1173000 1.0925000 0.0783320 0.0597940 0.0597940 1.2490000 1.2353000 1.2353000 -0.0287650 -0.0377810 0.0013837 0.0013837 0.0151680 -0.0048461 -0.9717400 0.0255310 -0.0553640 -1.0282000 -0.0475310 0.0118180 -0.1582200 0.0000000 0.0000000 0.0788710 -0.0552960 0.0037465 -0.9477300 -0.0018014 -0.0136560 -0.0748110 -0.9938100 -0.9938100 -0.0116110 -0.0116110 0.0783320 0.1101200 -1.0224000 -1.0205000 -1.0134000 -0.9926300 -1.0515000 0.0181030 1.2490000 0.0065262 0.0020805 -0.1212100 0.000 0.000 0.000 0.000 0.000 0.000 1.117 -0.994 0.000 0.000 0.000 -1.004 0.000 -1.021 -1.021 0.000 0.000 0.000 0.000 1.235 1.235 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.117 -0.994 0.000 0.000 0.000 -1.004 0.000 -1.021 -1.021 0.000 0.000 0.000 0.000 1.235 1.235 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.8302815 2.8877592 9.7357638 8.0004671 8.8787217 2.5658409 6.2382633 10.6061286 8.3537414 8.5770662 9.4081892 0.5657921 NA 3.7357604 6.3987283 NA 8.7704099 8.5545236 NA 9.3471986 10.9688509 3.1675346 7.9321610 9.3340232 5.8137658 4.4727282 10.6305816 6.4965758 8.5142059 12.7101784 3.7357604 5.2662768 6.9233905 9.5686539 11.2575824 11.5098187 9.8466096 6.3207266 10.9553089 5.9166892 9.1165857 8.5674158 10.8407993 12.0544874 12.1484513 3.6934758 9.2240504 10.7041106 NA 12.0746240 9.1951955 10.0435971 6.3207266 10.5770661 5.0252725 8.8373018 13.1413781 12.9871148 12.6150067 6.8147158 12.6088661 4.1508034 7.1049981 11.0636907 2.5658409 10.5567937 5.2662768 13.4302185 4.6533008 9.8232266 9.7079459 5.4727282 12.1498618 9.0415724 8.7053901 5.0685504 12.8532627 10.5431187 0.5657921 9.6951218 9.9517013 10.2042748 11.1146607 7.3602545 13.1139383 15.5468932 10.9941990 8.7652659 9.0087824 8.9012292 8.9495431 10.9773392 13.0136969 10.9188974 6.8137658 9.3699698 8.7104972 11.3529252 11.3748030 0.5657921 8.7655112 11.2060838 10.9332536 8.6691267 8.4727294 8.9054216 15.7728326 8.7556634 8.1878904 10.7104971 7.7752922 8.8558577 10.9879036 10.8967557 9.1066255 14.3425803 9.2024635 9.2417959 10.2505875 9.7282302 8.7002653 5.9581560 11.7898405 9.9452172 10.8593105 9.3892060 10.0211661 10.1356944 8.7357638 9.7307457 10.6886669 8.9012292 12.7262461 NA 9.1394861 7.9579842 10.4284762 7.8042433 12.8639014 7.1049981 5.2096951 7.9667183 6.4238202 9.6020125 8.8832515 8.4694196 5.6533008 7.2382643 8.4423559 2.8877592 NA 7.9495431 NA 9.7079459 8.6743632 5.0894007 12.0303846 8.0087821 9.4545820 9.2311749 3.1508034 10.9134602 13.9202260 7.8232265 9.7531908 10.0149875 10.3521084 9.6184070 8.3340234 4.1508034 10.8149523 10.9210578 NA 4.5658409 6.1508013 12.9425069 10.4468763 10.1860586 7.9836914 5.1508034 13.6419864 11.3594422 11.0025504 10.3570018 9.1182774 12.2967335 1.5658409 11.3165458 8.7357638 10.1582959 10.1338900 11.1906343 9.9581562 2.5658409 0.5657921 7.4550691 6.7946576 13.5388186 9.2766453 8.1731689 NA 8.7195428 9.3699698 NA 7.9495431 7.2382643 11.4583816 4.8137658 2.8877592 TCGA-AG-A00H 75 0 NA 790 rectum stage iia t3 n0 m0 male 2008 NA yes rectal adenocarcinoma NA r0 0 NA 1 2 3 NA 4 3 5 5 NA NA NA NA 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1.837923e-06 7.282335e-07 40 14.6666666666667 17.3333333333333 10.6666666666667 17.3333333333333 9.886181 9.326494 10.348153 6.239031 14.226417 4.431676 8.621501 13.868292 13.513293 11.987799 7.279673 8.422631 2.431676 3.279679 8.803235 4.357679 8.731800 9.782173 10.705005 7.449598 10.495610 7.986265 12.322852 7.760800 1.694702 10.227391 10.795373 9.993918 9.554763 8.193812 10.018140 9.449175 9.316762 8.016638 9.431676 1.109762 -0.235940 -0.235940 0.085012 -0.689880 -0.130050 0.245600 -0.247520 0.103220 0.108770 0.041317 0.041317 1.294400 1.294400 1.263000 0.074121 -0.238750 -0.238750 1.485100 1.472300 1.472300 -0.104470 -0.068127 -0.239600 -0.239600 -0.235940 -0.246420 0.042874 0.042874 -0.629880 -0.607670 -0.607670 0.106580 0.106580 0.085012 0.082337 0.143550 -0.689880 0.255270 -0.249780 -0.247520 0.108770 0.041317 -0.609310 -0.614700 -0.614120 -0.614120 0.074121 0.074121 -0.628650 -0.619490 -0.619490 -0.619490 -0.619490 -0.042381 1.485100 0.081899 -0.137810 -0.104470 -0.250 -0.250 0.109 0.109 0.000 0.000 1.294 -0.616 -0.614 0.000 0.000 -0.616 -0.239 -0.619 -0.619 0.000 0.000 -0.236 -0.236 1.485 1.485 0.000 -0.138 -0.246 -0.246 0.000 0.000 -0.608 -0.608 0.107 0.107 0.000 0.000 0.147 0.147 -0.674 0.246 0.000 0.000 0.000 0.000 -0.250 -0.250 0.109 0.109 0.000 0.000 1.294 -0.616 -0.614 0.000 0.000 -0.616 -0.239 -0.619 -0.619 0.000 0.000 -0.236 -0.236 1.485 1.485 0.000 -0.138 -0.246 -0.246 0.000 0.000 -0.608 -0.608 0.107 0.107 0.000 0.000 0.147 0.147 -0.674 0.246 0.000 0.000 0.000 0.000 8.837668 5.239031 10.154142 9.186563 9.028611 4.967727 8.418087 10.839369 7.967729 8.367136 9.345762 2.109762 2.431676 NA 5.154142 NA 9.249299 8.418087 NA 8.502065 10.719850 3.279679 7.810187 7.830847 6.087028 4.197213 9.909029 6.967729 6.154142 13.092385 4.016639 5.154142 6.239031 10.420361 11.109043 12.252174 10.140415 7.239031 10.382856 6.264566 9.154142 8.523333 11.027120 12.157710 11.619523 4.478519 9.1677395 11.0449129 NA 12.4747033 9.3951500 10.0241331 6.7244579 10.5391546 3.1097450 8.7499927 12.3603424 12.8319150 12.5511359 6.7096601 11.9877988 5.9677289 9.7226163 10.5763342 0.1096949 9.9104699 4.5020632 12.7400150 3.1097450 9.9692826 9.7821733 8.7317996 11.8550020 8.9426380 8.5191389 4.4047329 10.5588965 10.1838893 1.1097617 9.2721392 9.1623160 9.8427631 10.1321156 6.0404848 12.4893970 14.2984372 10.8828871 8.6909485 8.2995725 9.1623160 8.8545817 11.3167439 12.8937692 10.8694946 6.5020648 8.8712991 7.4406649 11.596583 11.552173 1.109762 9.326494 11.328311 10.348153 8.847840 8.165030 8.864569 15.816399 8.181210 8.299573 10.687177 8.983192 8.548540 11.154142 10.751800 8.399306 14.339092 9.132116 9.617543 11.058845 10.025627 7.897651 3.569175 11.892337 10.685287 10.747278 9.118176 10.283425 9.542290 8.883843 9.673897 10.936296 8.933115 12.746440 3.279679 9.326494 9.063595 10.398614 7.395150 12.323156 9.722616 6.724458 9.629384 8.877932 10.036044 9.092742 8.324067 6.796249 7.633310 8.480435 NA NA 7.609594 NA 9.782173 9.499917 5.724457 12.090601 8.371843 9.650844 9.548540 1.694702 11.157553 13.716153 8.213036 10.148667 10.495610 10.220884 10.082728 8.569180 6.502065 10.095590 10.719471 NA 5.357675 3.279679 12.537061 9.203007 10.227391 7.584346 5.664338 12.739787 10.733629 10.730884 11.631839 9.449175 12.373897 5.395149 11.224792 8.440665 10.317982 9.595879 11.819693 9.316762 NA 1.109762 7.189553 4.279672 13.901318 9.031589 8.502065 NA 8.735457 8.871299 NA 7.249299 7.299573 11.181881 3.431676 7.249299 TCGA-AG-A00Y 68 0 NA 700 rectum stage iia t3 n0 m0 male 2008 NA no rectal adenocarcinoma NA r0 0 NA 3 3 3 NA 1 5 5 5 NA NA NA NA 0 0 0 0 0 4 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.5605e-06 2.566156e-06 17.5 12.5 29.1666666666667 27.5 13.3333333333333 9.647652 7.456510 11.005769 6.857049 13.843896 3.397611 8.351813 13.617955 14.018753 11.931163 8.272086 8.022108 1.812663 2.227679 8.959011 3.812652 9.751254 8.979236 10.754191 11.077879 9.922920 7.928132 12.860460 7.513094 5.751255 10.229100 10.996703 10.468483 9.184794 8.017030 9.643434 9.049530 9.889470 11.904531 9.803231 1.227679 0.4265400 0.4325100 0.0984150 -0.8497900 2.1336000 0.5654300 -0.0855900 0.0291840 0.0791590 -0.0608830 -0.0850590 2.0988000 2.0988000 2.3590000 0.0987060 -0.0346310 -0.0674580 1.0126000 1.0126000 0.9639100 0.0132130 -0.1331600 -0.7060300 -0.7060300 -0.6948600 -0.0411790 0.1146200 0.0282000 -0.7529700 -0.7462100 -0.1098500 -0.1818100 -0.1982500 0.0843540 0.0670880 0.0059700 -0.8791400 0.5613400 -0.1051300 -0.0752110 0.0593390 -0.0569810 -0.2461800 -0.2083400 -0.7410400 -0.7223400 0.0987060 0.0857990 -0.7560700 0.0089486 -0.7702200 -0.8273600 -0.7936100 0.0172640 0.8940700 -0.0076543 -0.5182500 -0.0400730 0.000 0.000 0.000 0.000 -0.123 -0.123 0.000 -0.200 -1.293 0.000 0.000 -0.721 0.000 -1.293 -1.293 0.000 0.000 -1.293 -1.293 0.964 0.964 0.000 0.129 0.000 0.000 0.000 0.000 -1.293 -1.293 -0.210 -0.210 0.000 0.000 0.000 0.000 -0.850 -0.146 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 -0.123 -0.123 0.000 -0.200 -1.293 0.000 0.000 -0.721 0.000 -1.293 -1.293 0.000 0.000 -1.293 -1.293 0.964 0.964 0.000 0.129 0.000 0.000 0.000 0.000 -1.293 -1.293 -0.210 -0.210 0.000 0.000 0.000 0.000 -0.850 -0.146 0.000 0.000 -1.293 -1.293 9.5918267 3.8126522 10.4138062 7.8201490 9.6476522 2.8126625 7.2049721 10.8088926 8.8823282 8.2666109 9.3850390 4.3151532 NA NA 7.3045074 NA 9.1760592 8.4175167 0.2277411 8.6413199 10.2734517 3.8126522 8.7629673 8.4273644 6.4371462 3.0350432 9.5742058 7.4660969 7.5223124 12.6070704 3.6871279 6.9281322 8.6285713 11.0253535 11.3322908 12.1565805 9.9124406 5.7822801 10.6398066 6.1113131 9.2135339 8.0494021 10.6124758 12.4498379 11.8742508 4.3437205 9.860687 11.325066 NA 11.950926 10.548493 10.140581 6.995877 10.794697 5.653957 9.091878 13.284838 12.746837 12.654743 7.272086 11.931163 5.513093 7.735487 10.736477 2.812663 9.560847 4.035043 13.103633 2.812663 10.055828 8.979236 7.653957 12.041473 10.031823 8.945368 5.608283 12.878968 11.163594 3.227695 9.701398 9.137585 10.683019 11.028592 7.558609 12.551028 14.637537 10.939359 9.387563 8.299154 8.842402 10.120994 11.434603 13.111290 11.534853 6.653957 8.875150 7.193476 12.1851569 11.5291882 NA 7.4565105 11.2768599 11.0057692 8.9725258 8.1042087 8.8606509 14.4034934 8.6370831 8.9246596 11.1869695 8.5451046 8.9036490 11.7115078 10.0382636 9.1335304 14.2817027 7.8201490 10.0106902 11.1026734 9.9089304 8.6789033 7.5675424 12.0302084 10.5675420 11.5714329 9.6027315 10.1992355 10.5686548 7.5852442 9.7590734 10.7315178 9.6200094 12.6512072 5.0846766 9.7937460 9.6687480 10.5084628 7.8350221 13.2038981 7.7354870 7.1584289 7.6706357 6.8859038 10.0302083 9.5630824 8.9958762 6.0350476 7.8859038 8.7394448 0.2277411 NA 8.5360311 NA 8.9792360 9.4850798 5.7512548 12.0852843 8.1345824 10.1405813 9.1194758 1.2276795 11.4480703 13.5033801 8.9036490 9.7034255 9.9229203 10.6027314 9.5360311 8.9176901 4.0350432 9.8515735 11.4078685 NA 5.0350476 7.6455446 13.1696566 9.2019345 10.2291002 7.4423995 5.7512548 12.1278041 10.1687397 10.5972893 11.1977979 9.0495298 12.7290317 4.5496199 11.4862581 8.5405748 10.4720559 10.1109005 12.1190960 9.8894702 2.8126625 2.8126625 7.6306188 8.0285918 13.1900458 8.9487912 8.6664839 0.2277411 8.9512506 8.8751503 NA 7.1702065 6.5130943 11.6140934 3.8126522 6.9281322 TCGA-AG-A011 80 0 NA 1126 rectum stage iia t3 n0 m0 male 2009 NA no rectal adenocarcinoma NA r0 0 NA 2 7 5 NA 5 5 5 7 3 3 NA NA 7 0 0 0 4 0 0 0 0 0 4 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 4 0 0 3.016967e-06 8.322669e-07 37.8378378378378 19.8198198198198 14.4144144144144 10.8108108108108 17.1171171171171 10.304297 9.675883 11.449055 6.053561 14.288511 3.298673 8.826150 12.784354 12.854221 12.561942 8.264457 8.565459 3.468596 3.298673 8.483548 4.298673 8.782489 10.128395 9.556061 11.419559 10.531094 8.427956 12.201425 7.498345 4.106030 9.814373 10.848457 10.188937 6.602454 7.832548 8.913383 9.640747 9.812400 11.051053 9.770348 1.883621 0.78196000 -0.67674000 -0.68560000 -0.69708000 -0.69708000 1.57940000 -0.69688000 -0.63472000 0.00402430 0.03369000 -0.01766600 0.83215000 0.83215000 -0.04522800 0.02370600 0.05694000 0.05850900 0.79297000 0.79297000 0.79840000 -0.02411400 -0.09241300 0.02426800 0.02426800 0.00944910 -0.02301800 -0.00124730 -0.01106000 -0.00041585 -0.01216200 0.67511000 -0.00802440 -0.00802440 -0.68250000 -0.68560000 0.01558700 -0.00637910 0.73208000 0.00208050 -0.68469000 0.00402430 0.00638710 0.01335300 0.01419000 -0.67095000 -0.67095000 0.02370600 0.02006300 -0.67490000 -0.68761000 -0.68761000 -0.68761000 -0.68761000 0.09231500 0.79297000 0.74024000 0.05380600 -0.09168400 0.000 -0.685 0.000 0.000 0.000 0.000 0.000 0.000 -0.671 0.000 0.000 -0.650 0.000 -0.688 -0.688 0.000 -0.665 0.000 0.000 0.793 0.793 0.791 0.000 0.000 0.000 0.000 0.000 0.631 0.000 0.000 0.000 -0.686 -0.686 0.000 0.000 -0.670 1.475 0.000 0.000 0.000 0.000 0.000 -0.685 0.000 0.000 0.000 0.000 0.000 0.000 -0.671 0.000 0.000 -0.650 0.000 -0.688 -0.688 0.000 -0.665 0.000 0.000 0.793 0.793 0.791 0.000 0.000 0.000 0.000 0.000 0.631 0.000 0.000 0.000 -0.686 -0.686 0.000 0.000 -0.670 1.475 0.000 0.000 0.000 0.000 8.8911296 5.2055646 9.9022991 9.3098999 9.6340630 4.3861350 7.6295898 10.3661071 7.6823774 6.7416166 9.5466003 5.4685963 NA 7.3754887 7.1188518 0.2986583 9.8798733 8.0060320 NA 8.4735986 10.8124004 5.7339671 8.3375916 10.0816709 7.9497246 NA 9.0435066 7.3539549 9.8339481 12.7563101 8.1628591 7.9280292 6.7416166 9.7581044 10.7784530 11.0299918 8.8064675 6.8985857 10.7984887 6.5274911 10.0502168 8.3058684 11.6931354 12.7362376 11.5637017 3.3430667 10.214552 10.698485 NA 12.222743 9.476092 10.498345 6.868529 9.343067 6.181315 8.332096 12.381820 13.322254 12.867816 5.427955 12.561942 5.298673 8.778453 10.252869 2.298658 9.765218 5.546601 12.052307 5.053559 9.926207 10.128395 7.949725 12.465777 9.588692 9.144163 4.554926 13.459332 10.356664 1.883621 10.953309 9.141023 11.124427 11.426667 7.837832 13.203307 14.297393 11.209315 6.205563 7.749884 9.232363 8.353955 11.107613 13.227931 11.817301 6.508126 8.928029 7.920724 12.1492503 10.6251022 NA 9.6758833 11.5531109 11.4490547 8.9533089 8.3320956 9.1628588 15.1073233 8.6385228 8.4433311 9.8647267 8.2470398 7.9781527 11.3940698 10.8290791 8.1905778 14.2633746 9.1597596 8.7744062 9.6001690 9.8704254 6.5081259 7.5274911 11.5944417 10.4983451 9.4356638 9.9022991 9.7374645 9.6407474 9.9986615 9.7353842 11.1805514 9.5724683 12.4951949 NA 9.0401398 8.3255281 10.8580499 9.2644571 12.5680917 8.7784530 8.1934904 7.8532615 8.7703481 10.0129182 10.0882064 10.2046313 5.8532621 6.8836355 7.6649947 0.2986583 NA 7.8300544 1.2986583 10.1283955 9.2499575 6.0535610 12.1449467 8.4585440 10.4785819 9.7945278 2.8836404 11.1972741 13.3449441 9.1028038 9.9479290 10.5310937 9.7703479 9.7885206 8.3430667 4.5465982 10.3471596 10.4005171 1.2986583 3.4685963 7.2986730 12.0709873 9.0502168 9.8143726 7.6759697 5.4279547 13.2535960 11.2809534 11.1244266 10.6273477 9.6407474 12.5078214 5.6562246 11.3986780 7.9991127 10.8114132 9.8742120 11.6617124 9.8124004 3.2986730 0.2986583 8.0111311 6.8532621 12.7897742 9.5771221 9.6047345 NA 8.9207244 8.9280294 NA 7.1566535 6.7905257 11.3231199 3.9991161 5.7581033 TCGA-AG-A014 86 0 NA 485 rectum stage i t2 n0 m0 male 2009 NA NA rectal adenocarcinoma NA r0 0 NA 3 2 4 NA 2 2 5 5 NA NA NA NA 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.051645e-06 7.975891e-07 33.0357142857143 14.2857142857143 17.8571428571429 21.4285714285714 13.3928571428571 9.743554 8.640050 11.084591 6.969114 13.529346 4.043117 8.599748 13.474212 13.296253 12.871992 7.911011 7.721187 NA 4.223685 8.484952 3.136224 8.031042 10.087509 11.161364 7.620040 10.083130 7.743555 12.859672 7.467141 5.493775 10.086051 11.733345 10.821849 9.480520 8.584134 9.845308 9.210365 9.572936 11.454767 9.673442 1.721198 0.0053392 0.0053392 -0.0157150 1.8009000 1.8009000 1.7935000 1.3920000 -0.0176030 -0.0434030 3.6402000 3.6402000 3.6569000 3.6569000 3.6569000 1.0762000 0.6772400 0.6772400 2.7317000 2.7317000 2.8000000 0.3120100 0.2553400 0.0035330 0.0035330 0.0035330 0.0312750 -0.0178770 -0.7217700 -0.0197340 -0.0197340 -0.0382430 -0.0463850 -0.0258300 -0.0157150 -0.0692700 1.3537000 -0.6834000 1.8009000 1.3113000 -0.0227220 -0.0434030 -0.6276500 0.2793900 0.2793900 -0.0256930 -0.0256930 1.0762000 1.0762000 -0.6783400 -0.6775400 -0.6649900 -0.6649900 -0.6649900 -0.6684100 -0.0481440 -0.0531440 -0.0226800 0.3120100 1.311 0.000 0.000 0.000 3.013 -0.628 3.657 0.279 0.000 1.076 1.076 -0.001 0.677 -0.678 -0.678 0.570 0.570 0.000 0.000 0.000 2.732 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.354 1.354 -0.685 1.108 -0.164 -0.164 0.255 0.255 1.311 0.000 0.000 0.000 3.013 -0.628 3.657 0.279 0.000 1.076 1.076 -0.001 0.677 -0.678 -0.678 0.570 0.570 0.000 0.000 0.000 2.732 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.354 1.354 -0.685 1.108 -0.164 -0.164 0.255 0.255 10.0295256 2.7211758 11.1034503 7.8015603 8.8539005 2.9435838 7.3746292 10.5036388 10.4169949 9.1163637 11.8802169 1.1361914 0.1361914 2.4581457 2.9435838 NA 9.8607380 8.2808821 NA 9.7098713 10.4860582 4.8964462 8.7509340 7.9942052 6.8227251 1.7211976 10.5833072 7.5285416 3.3061456 12.8848362 1.7211976 2.1362242 4.9942041 11.0543419 9.7249388 12.1206425 10.1751431 6.4581523 10.5048069 6.5013213 8.8470304 8.5603485 10.9110111 13.1229372 11.3315963 4.4523714 8.991092 11.393022 NA 12.479132 9.213040 10.110639 6.113505 10.920859 3.943574 8.683118 12.549588 12.933480 12.469100 6.628077 12.871992 3.136224 8.453637 10.436577 2.943584 12.344068 7.502546 12.356300 4.721187 10.646326 10.087509 6.930640 11.128454 9.249966 8.864145 5.346457 11.414093 10.304896 1.721198 9.223687 9.543492 10.134815 10.759191 5.917585 12.285336 15.530002 10.344458 8.426243 8.950005 9.308652 10.166891 11.453586 12.387706 10.665655 6.528542 10.425090 8.213040 12.3102134 12.1245537 NA 8.6400497 11.2960954 11.0845913 8.2395117 7.1020082 8.7211491 14.5581922 8.7174245 8.9879731 11.1935389 8.3456776 8.4716143 11.9241266 9.1668912 9.2360453 14.2911213 8.8227247 9.4422858 11.8526149 9.8743164 8.9691139 5.1362242 11.0926002 10.6190320 11.9052354 9.9159434 10.2847007 10.7655807 7.8157041 9.8051091 10.1792514 9.7582759 12.6024917 NA 9.5666767 10.6446230 11.0004102 4.6597876 13.8031138 8.4536365 5.3061492 8.6676055 7.3553925 9.4006666 9.5025462 9.4660652 5.2236851 3.9435744 9.1390392 0.1361914 0.1361914 8.2023134 NA 10.0875087 8.4030107 4.8911129 11.9023388 8.3456776 9.9159434 8.5112636 0.1361914 11.0249673 12.4685404 9.3086517 9.9988615 10.0831304 10.3322114 10.1710230 8.3841517 5.4937754 9.6420356 10.6904868 NA 6.2655063 3.7211867 13.7088059 9.2985147 10.0860507 7.8015603 5.0431126 12.6447616 10.8086494 9.8279676 11.0158073 9.2103655 13.4317060 4.9435791 10.7980021 8.6676055 10.9273869 10.0617044 11.5791676 9.5729355 NA 0.1361914 8.7985006 7.6519242 13.2528929 9.1135039 8.5708522 0.1361914 8.7619328 10.4250901 NA 7.6280773 8.6946448 11.5713734 4.9942041 6.2859718 TCGA-AG-A015 64 0 NA 1096 rectum stage i t1 n0 m0 female 2009 NA no rectal adenocarcinoma NA r0 0 NA 3 3 3 NA 1 5 3 6 1 3 NA NA 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803245e-06 4.161334e-07 32.8125 23.4375 12.5 18.75 12.5 10.7448139 8.6352940 11.3244602 6.8576862 14.5369512 4.4909038 7.8279390 13.2255283 13.9089788 12.0539500 8.1377945 7.8052189 0.2429378 4.9978659 8.6900601 4.7024082 9.5121034 10.5364484 10.6245197 10.7338276 10.2457918 7.7105826 12.4551691 7.8354340 6.2165887 10.4028481 10.7237670 10.5626488 9.4548649 8.7040060 10.6136642 10.1822915 10.5225873 11.9438499 9.8850284 1.8279409 1.8285000 1.7875000 1.1247000 -0.0181980 -0.0181980 -0.0324630 -0.0140730 -0.0102150 -0.0102150 1.2001000 1.2001000 2.4978000 2.4978000 2.4306000 1.2396000 0.0015433 0.0015433 1.2499000 1.2499000 1.2499000 0.3643000 0.3505700 0.0058488 0.0058488 0.0014046 -0.0028913 -0.0049667 -0.0049667 -0.0095249 -0.0095249 -0.0095249 0.0648150 0.0648150 1.1414000 1.1073000 1.2174000 -0.0206690 -0.0181980 -0.0140730 -0.0140730 -0.0102150 1.2001000 -0.0104900 -0.0104900 -0.0016451 -0.0016451 1.2396000 1.2396000 0.0015433 -0.0153110 -0.0153110 -0.0153110 -0.0153110 -0.0301130 0.4415800 -0.0258760 -0.0273240 0.3643000 0.000 0.000 0.000 0.000 1.200 1.200 2.431 0.000 0.000 1.240 1.240 0.000 0.000 0.000 0.000 0.000 1.102 0.000 1.782 1.250 1.250 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.124 0.000 1.125 1.125 1.236 1.236 0.000 0.000 0.000 0.000 0.371 0.371 0.000 0.000 0.000 0.000 1.200 1.200 2.431 0.000 0.000 1.240 1.240 0.000 0.000 0.000 0.000 0.000 1.102 0.000 1.782 1.250 1.250 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.124 0.000 1.125 1.125 1.236 1.236 0.000 0.000 0.000 0.000 0.371 0.371 9.652368 4.149869 9.809031 7.957222 10.182556 2.827941 6.782136 10.749780 9.140822 7.726792 9.131720 2.564915 NA 1.242999 8.462145 NA 9.152870 8.287371 NA 7.734830 11.063156 1.827941 8.984444 9.432801 3.702414 4.412903 9.256997 5.915401 7.242977 12.460934 4.943415 8.987811 8.330440 10.821349 10.420396 11.259089 9.648118 6.412902 10.722221 5.287373 9.970897 8.432406 10.024336 13.005967 11.842890 4.397591 10.1453519 10.3683902 NA 11.8677722 9.9776863 10.5883820 6.3927244 10.2401563 3.8279409 9.7146520 12.4506012 13.1607218 13.0809988 7.1854910 12.0539500 4.9978659 7.8428896 11.1803506 2.2429683 9.7595239 6.7507713 13.6216780 4.2429759 10.5306891 10.5364484 6.3927244 12.4624478 9.9100883 8.9606533 3.9199216 12.1071629 10.0806046 0.2429378 10.3436391 9.2514055 10.7801952 11.6250604 7.0111613 12.4843641 14.4439550 11.4621453 8.9776863 9.1377945 8.3876348 9.5003647 11.5960740 13.6268160 11.9498742 6.7665382 9.6005288 7.8723332 11.9211367 11.2015295 0.2429378 8.6352940 11.4843641 11.3244602 9.6941879 8.8904351 8.8831494 15.7645220 8.9434165 7.5558599 10.5225873 8.4078838 8.9810689 10.6629370 11.6534281 9.2052945 14.2304184 9.0011999 9.1884207 11.0994023 10.2029787 7.9294774 4.8868330 11.7403297 10.5750133 11.2181082 9.0406382 10.5581263 10.4813815 8.7388317 9.6309940 11.1640739 9.9520605 12.4486539 3.3304437 8.5694064 9.0210538 11.0308793 7.6692415 12.8533096 7.8428896 7.3090661 7.2542038 6.7024082 9.0663441 10.0647507 9.5558597 5.9708974 8.2597852 8.8466030 2.2429683 NA 6.3090652 NA 10.5364484 9.9928462 4.5649025 11.3350732 9.2000788 9.5421847 11.4717955 NA 10.6363672 14.1523073 8.6481181 9.1225599 10.2457918 10.5524531 9.9978642 8.8316914 5.3722591 10.8777878 11.1545410 NA 6.3722591 6.4909038 13.2943556 10.5398930 10.4028481 7.4771714 5.9708974 13.4273872 10.5191011 10.4315656 10.0325104 10.1822915 12.3274530 3.0503276 10.8805073 8.3197922 10.5581263 11.1130331 11.4621453 10.5225873 NA 2.2429683 7.8119212 5.2873726 13.2562994 9.4645639 9.2542040 NA 8.6566047 9.6005288 2.5649147 8.4028479 7.4813813 11.6239789 5.0503319 3.7024137 TCGA-AG-A016 55 0 NA 276 rectum stage iv t3 n2 m1 male 2009 NA no rectal adenocarcinoma NA r2 4 NA 3 2 3 NA 1 5 5 5 3 3 NA NA 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 4 0 0 1.317756e-06 6.242002e-07 50.8771929824561 8.7719298245614 24.5614035087719 8.7719298245614 7.01754385964912 9.943783 8.375271 11.530399 6.876038 14.416912 1.175620 8.241688 13.765445 13.867996 12.907342 8.141383 8.432987 NA 2.175588 8.519894 1.760562 9.058242 8.920433 11.215888 10.103377 10.158592 7.737841 12.865160 7.197967 3.175604 9.782929 11.162863 10.178414 8.947088 7.855782 10.232236 9.079300 9.626810 12.472796 9.903519 2.175588 0.0181800 0.0181800 1.0620000 -0.1226200 1.0153000 2.3930000 -0.0163870 -0.0380340 -0.0380340 -0.0080244 -0.0080244 2.3663000 2.3663000 2.4355000 1.1355000 1.0101000 1.0101000 3.6569000 3.6569000 3.6569000 0.3362600 0.3362600 0.0149300 0.0149300 0.0181800 -0.0056757 0.1402800 0.1402800 -0.0016629 -0.0016629 -0.0011087 -0.0268510 -0.0268510 1.0620000 1.0311000 1.1558000 -0.1481100 1.0153000 -0.0598270 -0.0163870 -0.0380340 -0.0080244 0.0000000 -0.0121620 -0.0219210 -0.0219210 1.1355000 1.1501000 -0.0611520 -1.0605000 -1.0447000 -1.0710000 -1.0710000 -0.1145600 1.1608000 -0.0302670 -0.0867840 0.3362600 1.129 0.000 0.000 0.000 0.000 0.000 2.366 0.000 0.000 1.136 1.136 0.000 1.010 -1.060 -1.060 -0.115 1.028 0.000 0.000 3.657 3.657 0.000 0.000 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 1.052 1.052 1.107 1.107 2.389 2.389 0.000 0.000 0.336 0.336 1.129 0.000 0.000 0.000 0.000 0.000 2.366 0.000 0.000 1.136 1.136 0.000 1.010 -1.060 -1.060 -0.115 1.028 0.000 0.000 3.657 3.657 0.000 0.000 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 1.052 1.052 1.107 1.107 2.389 2.389 0.000 0.000 0.336 0.336 10.1471423 3.6350346 10.5871097 7.7454545 8.8338101 2.4975357 7.2945399 10.6883391 9.8013076 8.6226819 11.0013525 0.1755565 NA 2.1755885 3.3455241 0.1755565 9.6268098 8.1004111 0.1755565 8.3752710 10.6360546 3.8760356 8.2788866 8.6472739 6.6674522 2.9829480 9.5506381 5.7903081 6.5154491 12.7416528 5.0335816 5.7301889 4.0824897 11.1706592 9.9354869 12.4211514 10.2281668 7.1528790 10.5223451 6.6518181 8.7903084 8.1935761 10.5538936 12.3672872 11.4435558 3.6324078 9.164283 11.245720 NA 12.715000 9.437694 10.376497 6.790308 10.970827 3.635035 8.683393 12.560113 13.282489 12.769457 6.487936 12.907342 3.760562 7.737841 10.438868 NA 10.713564 1.760562 12.485075 4.423524 9.651332 8.920433 6.304882 11.635543 9.325346 9.265711 1.991173 10.526538 10.206266 NA 9.268356 8.345524 10.080986 11.188921 5.304883 12.754207 14.723254 10.533151 8.788578 8.703076 9.554977 8.982954 11.857254 12.585785 11.024214 6.790308 9.565768 6.714758 12.0073018 11.7971928 NA 8.3752710 11.0658630 11.5303991 8.7263456 8.0148027 8.5243270 15.1988814 8.4423854 8.7605613 10.9026683 6.2199932 8.5506383 11.5254328 10.2984267 9.1370485 13.9319465 8.8585934 9.1004111 11.3448974 10.1297951 8.3100251 3.8760356 11.7671211 10.0551820 11.7796886 9.1268833 10.9288155 11.0704165 8.9826317 9.5042736 10.1965786 9.4211513 12.6665524 4.3455241 9.1151779 10.4583049 10.0242216 7.6513323 13.0185383 7.7378409 7.0459638 9.1442654 6.0582407 10.6634387 9.5700614 9.2460149 5.3455241 6.6513316 8.3654231 2.4975357 NA 6.5849896 0.1755565 8.9204327 9.4975267 4.8760405 11.9005388 8.7829291 9.5828664 9.1642835 0.1755565 11.3087409 13.0263716 9.5397334 9.5700614 10.1585923 10.0226560 10.3959771 8.4563696 5.8760380 10.3777225 10.6212965 NA 6.2841236 2.9829480 13.9242109 9.9054404 9.7829291 8.0303427 5.1297941 12.6332361 10.9329888 10.2657111 11.4335758 9.0793000 12.7318653 3.3455241 11.4546289 8.2470612 10.5419209 10.1181572 12.3061693 9.6268098 NA 2.4975357 8.6509268 6.8338098 12.6669508 9.1671205 8.5020282 NA 8.8221935 9.5657678 NA 7.6674515 6.5679165 11.2729725 4.1755965 3.9829571 TCGA-AG-A01J 59 0 NA 31 rectum stage iia t3 n0 m0 female 2009 NA NA rectal adenocarcinoma NA r0 0 NA 5 2 4 NA 5 2 5 7 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1495368 8.3993655 11.1552765 6.4158533 13.9838675 3.1788102 9.2783503 12.9797122 14.0765520 13.0788188 7.6660805 7.4904009 8.2541027 NA 8.1396439 4.5413847 9.1027788 9.8451654 9.9432124 12.7694016 10.7146454 7.9413153 12.8262730 7.4799839 4.8269501 10.0788188 11.0162173 10.6134428 9.5033167 7.6671825 9.4348548 9.0684271 10.8278141 11.1120837 9.2632434 0.3715031 0.0084743 0.0084743 -0.0071958 -0.5260400 2.0874000 2.0874000 0.0093098 -0.0026322 -0.0026322 0.0141900 0.0141900 -0.0107840 -0.0107840 -0.0107840 0.0373590 0.0296060 0.0296060 1.6594000 1.6594000 1.6594000 0.0465590 0.0465590 0.0084743 0.0084743 0.0084743 -0.0100940 0.0000000 0.0000000 -0.0135400 -0.0135400 -0.0135400 -0.0154660 -0.0172510 -0.0071958 -0.0071958 0.5322200 -0.5260400 2.0874000 0.0093098 0.0093098 -0.0026322 0.0019845 0.0098669 0.0098669 -0.4925600 -0.4925600 0.0373590 0.0220070 -0.4989200 -0.5071200 -0.5071200 -0.5071200 -0.5071200 0.0183830 -0.5053600 0.0294660 0.0345360 0.0465590 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.000 0.000 -0.499 0.000 -0.507 -0.507 0.000 0.000 0.000 0.000 -0.511 1.149 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.532 0.532 -0.526 1.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.000 0.000 -0.499 0.000 -0.507 -0.507 0.000 0.000 0.000 0.000 -0.511 1.149 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.532 0.532 -0.526 1.561 0.000 0.000 0.000 0.000 9.8532592 2.9564284 10.0959736 7.4267419 8.7377821 0.3715031 6.8950214 10.5122894 8.7377821 8.4482753 11.2371929 5.3256562 NA 8.9222065 6.8144030 NA 9.5438871 8.5161180 0.3715031 9.9750860 10.4294514 6.6996863 8.2783505 8.5711322 6.5212062 NA 10.6945144 6.3256562 10.1723596 13.3480238 4.3714613 8.4103788 6.7290116 9.6752404 11.0570845 12.2850971 10.3854801 7.3256562 10.3669301 7.0336653 9.8102516 8.4902452 10.9488885 12.0229509 11.3066248 3.2154456 9.3910504 11.1355019 0.3715031 12.6669417 9.2075100 9.5033167 5.7290116 11.6539690 4.9564238 8.8060878 12.7597461 13.1074387 12.2858448 6.2783510 13.0788188 4.0718999 7.9639168 10.4655373 3.5413785 10.6214975 4.6933866 13.1912396 3.9564191 9.8451654 9.8451654 6.3256562 12.2047451 8.8512399 8.0509397 3.8057568 12.2655195 9.9657843 2.3714473 9.3544533 9.1788147 10.1196525 10.6922602 6.9260481 13.2888318 14.7080067 10.6990124 8.3544530 8.4103788 9.3910504 9.4048827 11.6973104 12.8565343 10.6602450 6.7290116 8.4482753 7.9260487 12.0399015 11.2888318 1.3714473 8.3993655 11.4708075 11.1552765 8.7551640 8.0153158 7.9412396 14.7833936 7.9935113 8.8792542 10.8960014 8.2169495 8.7113097 11.0350178 10.7301109 7.9388833 14.2540072 9.2325466 8.6660805 10.8092118 8.9451070 7.8871597 6.2043501 11.5237445 10.2541027 11.5046019 10.5046019 10.2632434 10.2738348 8.3430031 9.2138100 10.5588118 9.3227443 13.3615885 3.3714613 9.2992376 9.2826719 10.0925588 8.9824845 13.7211556 7.9639168 6.0993794 8.2843489 7.0579603 10.4562681 9.6050794 8.9658590 5.9564215 6.0153169 9.3487397 0.3715031 NA 7.7551640 NA 9.8451654 9.6729558 5.6933866 12.3069931 8.5313312 10.5046019 9.1820313 0.3715031 11.1519994 13.2055356 9.1852409 9.7829707 10.7146454 10.6660804 9.9880085 8.0296710 4.7637780 9.4642167 11.2022284 1.3714473 5.7977238 5.6568624 13.2335158 9.0857051 10.0788188 7.8471933 5.0153147 12.8128477 10.9202816 10.5637525 11.2586803 9.0684271 12.1338417 4.8308891 11.2130240 8.8267868 11.1634365 8.8431350 11.4916975 10.8278141 3.1788102 2.9564284 8.5641964 4.8308891 12.5963658 9.0008164 8.6978892 NA 8.7545592 8.4482753 3.6933866 7.1658758 6.9106187 11.2216465 6.0438847 5.8950214 TCGA-AG-A01L 58 0 NA 0 rectum stage iiib t3 n1 m0 male 2009 NA NA rectal adenocarcinoma NA r0 2 NA 3 2 3 NA NA NA 5 7 3 3 NA NA 6 0 0 0 0 0 0 4 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.941956e-06 5.201668e-07 64.3835616438356 8.21917808219178 15.0684931506849 6.84931506849315 5.47945205479452 9.6442094 8.0521664 11.4613692 6.8888808 13.6901545 3.4294553 8.5013985 13.8366460 13.7046209 12.1298885 7.5549794 7.6635040 NA -0.0300299 8.2461415 4.3623366 8.8372958 9.6825442 10.4738429 10.5101451 10.7097977 8.1044436 13.1983849 7.9358015 3.4294553 9.9951567 11.2078246 10.2623387 9.1964293 8.6292280 9.8663495 9.3493956 10.1770314 11.6996379 10.4628717 1.5549817 -0.306450 -0.306450 0.159880 -0.262210 -0.262210 -0.271420 -0.315890 -0.326980 -0.326980 0.052028 0.000000 2.637200 2.637200 2.924700 0.232950 -0.769150 -0.769150 1.599100 1.599100 1.563900 -0.078155 -0.102080 -0.252430 -0.252430 -0.330050 0.082116 0.201140 0.210010 -0.383240 -0.383240 -0.383240 0.128670 -0.819380 0.159880 0.078799 0.208930 -0.262210 -0.262210 -0.315890 -0.288040 -0.326980 0.000000 0.203730 0.200530 -0.275770 -0.275770 0.232950 0.232950 -0.769150 -0.842550 -0.862360 -0.862360 -0.862360 0.155990 -0.828260 -0.840940 -0.773500 -0.074343 -0.316 -0.316 -0.327 -0.327 0.000 0.000 2.927 0.201 -0.276 0.233 0.233 -0.769 -0.769 -0.843 -0.843 0.116 0.116 -0.306 -0.306 -0.532 1.564 -0.509 -0.773 0.000 0.000 0.201 0.201 -0.383 -0.383 0.129 0.129 0.124 0.124 0.209 0.209 -0.262 -0.262 -0.203 -0.203 0.000 0.000 -0.316 -0.316 -0.327 -0.327 0.000 0.000 2.927 0.201 -0.276 0.233 0.233 -0.769 -0.769 -0.843 -0.843 0.116 0.116 -0.306 -0.306 -0.532 1.564 -0.509 -0.773 0.000 0.000 0.201 0.201 -0.383 -0.383 0.129 0.129 0.124 0.124 0.209 0.209 -0.262 -0.262 -0.203 -0.203 0.000 0.000 9.8139381 4.1399442 10.3275691 8.1940186 9.1964293 3.1399442 6.8526606 11.0960763 8.8829065 7.8587606 11.2646379 1.9700069 NA 3.2919424 3.2919424 0.9700438 8.5130489 8.2414803 0.9700438 9.1499262 10.6979376 4.2179441 9.1449429 8.8123676 5.2919461 3.9861561 10.5265232 5.7513780 7.4294486 12.8202040 5.4935801 4.7249067 8.5736434 10.3698291 10.8963131 11.2120003 9.7628074 5.9007533 10.2020062 5.7613092 8.6704569 8.3467070 10.7893979 12.5733885 12.0491686 4.6804088 9.431497 11.040809 NA 12.288277 9.425344 9.619273 5.396283 10.897054 5.327569 8.708109 13.098011 12.269798 12.153032 6.477812 12.129888 3.876910 8.222682 10.460868 2.777367 10.768319 4.291942 12.813546 4.291942 10.264213 9.682544 7.770917 11.914363 9.241480 8.532260 4.578232 10.331961 10.041480 2.554982 9.215570 9.044159 10.036106 10.559668 6.711484 12.823327 14.924142 10.798947 9.196429 8.666985 9.387870 10.118494 11.718592 12.663940 10.794952 5.852661 9.134924 7.078542 12.7899966 11.5961824 NA 8.0521664 11.0993001 11.4613692 9.1745882 8.4335416 8.4046452 14.6891294 8.8918581 8.5662071 10.7587355 6.9812442 8.3187452 11.3841738 10.7148510 9.0592558 14.1970313 8.7114842 9.5957259 11.4945589 10.7949759 7.4294486 5.6424417 11.5984627 10.4648727 11.2930719 8.2692253 10.7038799 10.3537215 7.9121211 8.8496003 10.5745703 10.4067287 13.3630683 -1.6295009 9.4876865 9.4070200 10.0374515 7.1794702 12.5996014 8.2226824 6.4129610 9.3751585 7.3962820 10.4437229 9.5828856 9.3751585 5.4935801 7.4046452 7.8587606 NA NA 7.0468326 NA 9.6825442 8.9700170 4.7249067 12.5315438 8.6530116 10.1610763 9.4658723 2.7773671 11.0687072 13.5577946 8.8738990 9.8738990 10.7097977 10.5929841 10.0640948 8.6635040 5.2919461 10.4457506 11.5017446 NA 3.7773671 4.7249067 13.4951709 10.3492980 9.9951567 8.0034403 5.8526606 12.6851211 10.8396109 10.7587355 11.4940690 9.3493956 12.7577157 4.2919424 11.8353638 8.5662071 9.5587318 10.2012624 12.0259774 10.1770314 NA 1.5549817 8.8757951 6.3275688 13.2344597 9.1070083 8.7282403 NA 8.6697978 9.1349240 0.9700438 7.9007545 6.9587023 11.4598651 4.4294486 6.9472968 TCGA-AG-A01N 68 0 NA 943 rectum stage iv t2 n0 m1 female 2009 NA no rectal adenocarcinoma NA r2 0 NA 5 6 2 NA 4 3 5 7 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.772733 9.164818 11.329224 6.774359 14.215059 3.301866 8.910680 13.093849 13.989421 12.583105 7.623799 8.098883 4.503501 1.979952 8.925386 3.439370 9.196688 9.538363 10.395684 9.894327 10.242037 7.310859 13.013365 7.645278 5.301869 9.891334 10.796126 10.613846 9.481779 8.063315 9.387210 9.220972 10.105356 11.573333 9.532612 3.787297 0.841200 0.841200 0.405610 0.882060 0.882060 1.715900 -0.053544 0.334960 0.321250 -0.025893 -0.025893 0.000000 0.000000 0.000000 0.891060 0.408940 0.408940 3.292700 3.292700 2.375400 1.204100 -0.263000 -0.063838 -0.018216 -0.018216 0.382700 -0.025620 -0.025620 -0.014641 -0.014641 -0.014641 0.425360 0.425360 0.397160 0.419490 0.864330 -0.954420 1.728300 -0.024524 -0.036538 0.321250 -0.025893 -0.040752 -0.029607 -0.025209 -0.025209 0.891060 0.925330 -0.489740 -0.459710 -0.465360 -0.465360 -0.465360 0.302500 -0.477540 -0.465790 -0.034631 1.204100 0.000 0.000 0.321 0.321 0.000 0.000 0.000 0.000 0.000 0.891 0.891 -0.490 0.409 -0.460 -0.460 0.302 0.302 0.000 0.841 0.210 2.375 -0.466 0.000 0.383 0.383 0.000 0.000 0.000 0.000 0.425 0.425 0.406 0.406 0.864 0.864 0.761 1.716 -0.110 -0.110 0.946 -0.259 0.000 0.000 0.321 0.321 0.000 0.000 0.000 0.000 0.000 0.891 0.891 -0.490 0.409 -0.460 -0.460 0.302 0.302 0.000 0.841 0.210 2.375 -0.466 0.000 0.383 0.383 0.000 0.000 0.000 0.000 0.425 0.425 0.406 0.406 0.864 0.864 0.761 1.716 -0.110 -0.110 0.946 -0.259 9.509373 4.439377 11.249653 8.159852 9.218347 3.886833 7.898806 10.554536 8.673429 8.977122 9.632787 3.439370 NA 4.886833 5.934139 NA 10.320905 8.487737 NA 8.939944 10.588197 4.372263 8.393570 8.522974 7.346265 3.301866 9.906238 6.934139 7.780842 13.340927 4.680381 4.439377 5.837923 10.836368 11.032510 12.907905 10.537406 6.227870 10.310646 6.808142 9.891334 8.596969 10.788907 12.346672 11.305248 5.129283 9.98696962 11.83908885 NA 13.04804882 10.07005478 10.41665388 7.15985116 11.11372674 4.37226261 9.21356211 12.09693602 13.14720367 12.92465440 7.71078577 12.58310503 3.30186562 9.05675800 11.35823718 NA 10.29754716 4.68038062 13.24526438 4.97994301 9.68880210 9.53836298 7.16976670 12.07005478 9.87778780 8.80330971 4.23544370 10.83247186 10.23615104 -0.02004784 9.91952154 9.13981378 10.93849510 11.17531457 6.02433741 13.03691869 14.80841556 11.33529343 9.52407602 8.52297417 9.16729445 8.52683684 11.95718292 13.05859354 11.38819777 6.72140957 10.09888336 9.08846681 11.96791689 11.43526958 -0.02004784 9.16481770 11.18022794 11.32922357 8.84722119 8.01336511 9.02706639 14.28447977 8.92538620 8.32867044 10.80807883 7.26534500 8.63099402 11.69547539 10.59465221 9.37855779 14.23327280 8.22787005 9.16729445 10.88156353 9.73148637 9.18695658 1.97995216 11.59142828 10.06342164 11.31867871 9.94139202 10.30412289 10.59188928 8.33308914 9.67517057 10.76784487 9.12968949 12.82581458 -1.61971384 9.41457066 9.67283670 10.05809322 6.97994187 12.98609307 9.05675800 5.76130123 9.38295446 7.84412826 10.66731799 9.25140548 8.91257053 6.77435880 8.34626462 8.92830962 NA -0.02004784 7.93994410 NA 9.53836298 9.24438501 5.88683300 12.11565163 8.59096723 9.82229262 8.96293590 NA 11.44244463 13.35783068 9.36148524 10.24555734 10.24203723 10.21475976 10.25722977 8.68384591 4.43937713 8.74812675 10.10645328 -0.02004784 7.09888376 3.30186562 13.50043826 8.47479781 9.89133427 7.99675084 5.30186928 12.82032689 10.74729919 10.58727263 11.50790799 9.22097221 12.48177953 5.47179550 11.36526555 8.32867044 11.10858117 9.92578125 11.84335430 10.10535581 -0.02004784 0.97995216 7.82549500 8.22311649 13.33419173 9.02979077 8.77110514 0.97995216 8.55203617 10.09888336 8.58356873 6.81283191 7.99675084 11.62874931 4.56490247 7.86868553 TCGA-AG-A01W 67 0 NA 0 rectum stage ii t3 n0 m0 female 2004 NA NA rectal adenocarcinoma NA r0 0 NA NA NA 4 4 4 5 5 5 3 3 NA NA 7 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 4 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 3.259712e-06 1.005656e-06 34.4 16 21.6 18.4 9.6 10.0112548 8.2739065 10.5483758 7.1163658 13.8995864 2.8854182 7.3808221 12.8509419 13.3026774 11.6801877 7.9394875 8.6163526 -0.2845459 4.6223740 10.3107433 3.8029480 9.6653126 9.6927658 10.6057502 9.9574691 10.5950691 8.2153316 12.8676122 7.8753574 7.9098487 10.6365829 10.8511951 10.9526958 8.6253790 8.3803243 8.8029486 9.3629443 9.9479068 11.6369549 9.9515001 NA 0.3925300 0.2936200 0.0270760 -0.1939900 -0.2020700 0.3642400 0.5422400 0.0087528 0.0000000 -0.4343100 -0.4343100 0.0839200 0.0839200 0.1140400 -0.0209610 -0.0022168 -0.0033924 0.8161000 0.8161000 0.8161000 -0.0083005 -0.1645900 -0.4453400 -0.4453400 -0.4453400 -0.0203730 0.0266540 0.0339770 -0.4465200 -0.4176200 -0.4289800 -0.4360400 -0.4360400 0.0142140 -0.0387140 0.4548700 -0.2089600 0.3868400 0.5615200 -0.4514700 -0.1223900 0.0348180 0.0290440 -0.4362600 0.0147490 -1.2929000 -0.0209610 0.4245200 -0.4672700 -0.4452300 -0.9195000 -0.9225100 -0.9225100 -0.0766780 -0.4483500 -0.1286200 -0.0519910 -0.0083005 0.562 0.562 0.000 0.000 -0.407 0.000 0.114 0.000 0.505 0.000 0.000 -0.464 0.000 -0.445 -0.912 0.000 0.000 -0.053 0.393 -0.448 0.368 -0.129 0.000 0.414 0.414 0.000 0.000 -0.447 -0.447 -0.436 -0.436 0.000 0.000 0.455 0.455 0.215 0.364 0.835 0.000 0.000 0.000 0.562 0.562 0.000 0.000 -0.407 0.000 0.114 0.000 0.505 0.000 0.000 -0.464 0.000 -0.445 -0.912 0.000 0.000 -0.053 0.393 -0.448 0.368 -0.129 0.000 0.414 0.414 0.000 0.000 -0.447 -0.447 -0.436 -0.436 0.000 0.000 0.455 0.455 0.215 0.364 0.835 0.000 0.000 0.000 9.0283689 2.8854182 9.6970532 7.8187739 10.0719379 4.5228404 7.1417506 10.4778679 8.2429630 8.9418980 7.0101062 2.7154761 0.7154541 2.0374174 6.0192660 0.7154541 9.2546446 7.9346545 NA 8.4737090 10.5139577 2.5228342 9.7168940 9.5066487 6.3879105 4.7598802 9.5212298 6.6927661 4.4703742 11.8850977 2.3004459 5.3004496 6.5858504 11.1790102 11.2594843 11.4219819 10.3958453 4.1078050 10.9605037 5.1078050 9.6027065 7.8984762 10.5139577 12.1529337 12.2743849 3.1309803 9.6163527 10.8220488 NA 11.5119311 9.6283752 10.2633443 7.5672351 10.4271529 5.9822726 9.8829041 12.4387202 13.2135871 12.7418364 7.5163855 11.6801877 4.8447673 7.7433918 11.2929147 1.7154981 9.9997316 4.1749177 13.4071204 5.9822726 9.5163857 9.6927658 7.3448427 12.2297068 10.0181248 8.6580004 4.3907365 10.7741541 10.4340187 0.7154541 9.9225001 9.5420344 10.7996299 11.4438316 8.1708129 12.8825903 14.7171993 11.5042042 7.2623805 8.7461528 8.9077788 8.7489090 11.7287946 13.6530436 11.5231266 7.2853412 9.2292135 8.1501138 11.3278937 11.0713875 -0.2845459 8.2739065 10.8036115 10.5483758 9.0192666 9.0169821 8.9491056 13.9356057 8.7923016 8.3265108 10.0763330 8.2891331 9.6798267 10.9921919 10.9875324 10.8728518 13.8400919 8.6011821 8.8213945 10.3923245 10.2073390 8.6462232 7.3879113 12.4427682 10.6616611 10.3402813 9.8639624 9.5099017 10.3060730 7.8292280 9.7406254 11.0807147 9.4869754 11.9317073 -1.8841677 8.9728738 9.6157490 9.7070077 8.1291140 13.2142104 7.7433918 4.8029480 7.4297314 6.8753574 9.2643077 9.6913339 9.7618459 5.3593419 8.6313652 8.9681512 3.4159209 NA 7.4836699 NA 9.6927658 9.9479068 5.1078050 11.3606940 8.7949707 10.2143350 9.5935368 2.0374174 11.0614455 13.4936657 8.6899005 9.5404446 10.5950691 10.5935368 9.7461530 8.5066487 2.5228342 10.4510419 9.8353996 NA 5.6223769 7.0991900 13.0168392 10.2099314 10.6365829 8.0508760 5.2390466 12.9961117 10.5687954 10.9869489 11.0089575 9.3629443 11.9651919 5.1078050 10.6769355 7.9443044 11.3825974 10.5945100 11.5175983 9.9479068 4.8447673 2.3004459 7.5359200 6.9822726 12.8785065 9.5196168 8.6609297 -0.2845459 8.6120907 9.2292135 -0.2845459 8.8929055 7.5546894 12.3932055 4.5228404 5.1078050 TCGA-AG-A01Y 49 0 NA 0 rectum stage ii t3 n0 m0 female 2004 NA NA rectal adenocarcinoma NA r0 0 NA NA NA 4 5 4 3 5 5 3 1 NA NA 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2.219378e-06 8.322669e-07 38.2022471910112 8.98876404494382 12.3595505617978 26.9662921348315 13.4831460674157 9.903919 8.426403 10.978787 7.333754 13.816829 4.419485 8.031927 12.998380 13.140977 12.494037 8.045473 9.196802 4.806505 6.795859 9.875127 4.040971 10.382602 10.034193 10.245543 12.163800 11.156796 8.018252 12.734807 8.583230 3.806510 10.322670 10.820363 10.660091 9.230796 8.833046 9.689150 9.954687 9.839282 8.649781 10.145308 1.303985 0.6667800 -0.0030475 -0.0252480 -0.0449570 0.7771400 3.1433000 0.0000000 -0.8659400 0.7819600 0.0126550 0.0126550 -0.0142280 -0.0142280 0.8239200 -0.0627640 0.7677200 -0.0264410 0.7279200 0.7279200 0.7459400 2.0671000 -0.3241300 -0.8902800 -0.0104610 0.0144700 0.0073259 0.0125160 0.0291840 -0.0049844 -0.7855500 -0.7855500 -0.8082300 -0.8082300 0.0029133 0.0140910 0.0432990 -0.8563100 0.7771400 0.0000000 0.0000000 -0.8063300 0.0126550 0.7850400 0.7923900 -0.0106460 -0.0106460 -0.0404800 -0.0164290 -0.8571800 0.7945200 -0.8325800 -0.8325800 -0.8325800 -0.1094600 -0.8568600 -0.8327600 -0.0567120 2.0671000 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.792 0.000 0.000 0.000 -0.831 0.000 0.795 -0.833 -0.109 -0.109 0.000 0.000 -0.129 0.728 -0.833 0.000 0.000 0.000 0.000 0.000 0.000 -0.781 0.000 -0.780 0.000 0.000 0.000 0.000 1.580 1.580 0.000 0.000 -0.312 -0.312 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.792 0.000 0.000 0.000 -0.831 0.000 0.795 -0.833 -0.109 -0.109 0.000 0.000 -0.129 0.728 -0.833 0.000 0.000 0.000 0.000 0.000 0.000 -0.781 0.000 -0.780 0.000 0.000 0.000 0.000 1.580 1.580 0.000 0.000 -0.312 -0.312 7.7358518 4.4739297 9.8210193 8.9764315 9.9705261 6.5894085 8.1661269 10.5762472 8.0721905 9.1846101 4.2426025 5.1113611 NA NA 7.6379073 1.3039853 8.8091562 8.1326714 -0.2810357 8.3879286 10.2038666 3.3039999 9.8170757 8.3484002 6.9951679 4.0954772 8.8964632 7.1368958 6.1784756 11.5332256 4.1113652 4.2426025 7.2888993 11.6685057 11.3936774 12.3554417 9.9811385 4.6259367 10.5062035 5.0044475 10.3772552 8.1582098 10.5558831 12.9282229 12.3025966 4.1099873 10.120990 11.489295 1.303985 11.812131 9.774326 10.701324 7.577025 8.749711 6.242606 9.903919 12.331451 13.852908 13.068740 8.036456 12.494037 7.186649 9.482256 10.644598 4.242603 9.594455 3.966975 12.733587 4.625937 10.507338 10.034193 8.676146 12.866249 10.663024 8.957448 4.782545 11.344296 11.224359 2.304014 9.590949 9.544003 10.624431 11.591719 9.192749 13.353968 14.117701 10.643856 8.149496 8.601687 9.600158 8.250425 11.429833 12.711805 11.966930 7.589408 10.063340 8.337429 12.1802673 11.1922421 0.7190520 8.4264027 11.3736797 10.9787870 9.7958593 8.9088681 9.2068637 13.6528385 8.7905062 8.6438562 9.9834863 9.0228244 9.8964632 11.6266855 10.6884302 9.8643773 13.9893390 8.1825682 9.6423713 9.6644875 10.8908460 8.0499607 8.9162605 11.9196358 11.8353877 11.0924526 9.8585951 10.1505413 10.7620710 8.3552335 9.0611184 11.3152334 10.6984689 12.2975744 2.8065097 9.1113611 9.9630388 10.2669022 9.8483267 12.6379069 9.4822560 6.0940840 9.2983596 8.6199104 9.4002822 10.4730961 10.0042609 5.8483275 10.3522659 10.7891646 5.0409713 3.4194850 8.4571358 0.7190520 10.0341933 9.5102066 5.7851320 11.2153982 8.9502649 10.8895947 10.1411084 2.3040145 11.2312903 13.0192532 9.8751268 10.0375865 11.1567958 10.6732400 9.6991832 9.2228695 3.4194850 10.4375766 9.7912969 -0.2810357 7.7634381 8.5134596 12.4384325 9.4352114 10.3226700 8.1988241 5.9088681 12.3707681 9.5150832 10.4655580 10.7756814 9.9546869 12.4281275 4.8483275 10.5263986 8.7931852 11.6108274 10.8347376 11.7884935 9.8392816 0.7190520 4.1639736 8.3785758 7.1027484 12.2955280 10.3967633 9.4281275 3.6259367 8.8541631 10.0633395 2.3040145 9.7063076 8.1784751 12.4751830 5.1784756 5.8687905 TCGA-AG-A020 57 0 NA 31 rectum stage iii t3 n1 m0 female 2005 NA NA rectal mucinous adenocarcinoma NA r0 1 NA NA NA 2 4 4 5 5 6 3 3 NA NA 7 0 0 4 0 4 0 0 4 0 4 0 4 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 1.907278e-06 6.588779e-07 46.6666666666667 16 10.6666666666667 17.3333333333333 9.33333333333333 10.2517747 9.1159855 11.2692966 7.7429076 13.3669954 4.0095532 8.6988526 13.4781418 13.9384418 11.9529473 8.0274753 7.5579898 -0.3124018 4.4949788 9.9695553 3.6876206 9.9799469 10.2650540 10.1993779 14.0949594 10.6168837 8.9355529 12.8611462 7.9355529 5.1044667 9.2875381 10.6777292 10.8848419 8.2151024 8.2138508 10.0852998 9.6198399 9.7856573 12.2192504 10.0263616 2.0095622 -0.0276510 -0.0307660 0.0130740 -0.2915400 0.0963800 0.0963800 3.0518000 0.0911550 -0.1272000 0.0610790 0.0489720 -0.1472100 -0.1472100 -0.1472100 0.0223560 0.0000000 0.0000000 1.6574000 1.7123000 1.8100000 -0.0633010 -0.0633010 -0.0344680 -0.0344680 -0.0276510 0.0370760 0.1232900 0.1233300 -0.0147780 -0.0147780 -0.0084385 -0.0123000 -0.0140900 0.0130740 0.0127950 0.0940560 -0.2915400 0.0963800 0.2199100 -0.8107100 -0.7974500 0.0489720 -0.0567120 -0.0567120 -0.0448220 -0.0448220 0.0223560 0.0464170 0.0000000 -0.8684300 -0.8684300 -0.8684300 -0.8684300 -0.0996040 0.0889820 -0.9573900 -0.9074500 -0.0633010 -0.762 -0.762 -0.797 -0.797 0.000 0.000 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 -0.868 -0.868 0.000 0.000 0.000 0.000 0.000 1.646 -0.912 -0.907 0.000 0.000 0.123 0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.292 0.000 0.929 0.929 0.000 0.000 -0.762 -0.762 -0.797 -0.797 0.000 0.000 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 -0.868 -0.868 0.000 0.000 0.000 0.000 0.000 1.646 -0.912 -0.907 0.000 0.000 0.123 0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.292 0.000 0.929 0.929 0.000 0.000 8.6183627 3.4949788 9.9043710 8.3635824 9.1429525 2.0095622 7.0713293 10.8271766 7.3529615 8.7830221 11.1258973 1.6876430 -0.3124018 NA 5.2725869 -0.3124018 9.6183626 8.5046089 NA 8.4820411 11.2077528 3.9355540 9.6946525 9.7817030 6.5702686 5.1138880 9.8310085 4.6876262 9.6663357 12.3395739 7.2033255 7.5702686 5.8774498 10.0670036 11.1709372 11.8392761 10.0330305 4.7320195 11.0655623 5.6131515 9.3060109 8.4436812 11.1033670 12.3629472 11.8278160 4.1152330 9.5549040 11.0804793 NA 11.5926361 9.0626647 10.5133791 7.5393744 10.5354656 3.3880655 9.2345198 11.7103398 13.6148477 13.2244795 7.9776440 11.9529473 3.5945127 6.8774498 11.2136354 1.2725607 9.4305577 6.6183620 12.8448143 4.3314831 10.3250471 10.2650540 4.9355540 13.1071905 9.6214781 9.4965894 4.9313710 13.7755024 10.6890334 -0.3124018 9.8462349 9.4274059 10.4458484 11.4574631 6.6649052 12.4046590 14.1855139 11.2772764 9.4917563 8.6124377 9.3547369 7.4018711 11.5479052 13.3411421 11.0451223 6.8474971 9.4240273 7.3600508 11.8826898 11.0072973 -0.3124018 9.1159855 10.5479363 11.2692966 9.1012532 8.4917561 8.2306570 14.8848550 5.3023337 8.8039693 10.8675344 8.2838148 8.2574807 11.1501276 10.6183626 9.9049772 14.3194844 9.1429525 8.6876252 9.8934185 10.1149381 8.2033250 4.4425123 11.5370303 10.0539475 9.6359925 9.8537883 9.9567519 10.1834803 7.7634255 8.8117465 10.5101961 10.2180316 12.6984977 NA 8.8848421 8.9236154 10.7106865 9.2033250 13.4332996 6.8774498 7.5393744 7.9776440 5.6418206 10.1724481 10.1357416 9.4315003 4.6876262 6.9067932 8.2306570 0.6875982 NA 6.3600499 NA 10.2650540 9.4820411 4.6418234 11.5529719 9.4441815 9.7909131 10.1243368 -0.3124018 10.8052683 13.4327743 8.6620399 10.1794783 10.6168837 10.2160794 10.0615779 8.2229007 5.2725869 10.7044335 10.2561229 NA 6.7644404 5.9164432 13.0333077 10.6365837 9.2875381 8.6154626 5.9730280 13.1349668 11.2204682 10.2508215 10.9349595 9.6198399 12.0566773 3.5945127 10.5323310 7.6932500 10.4828532 10.4649545 11.4223349 9.7856573 NA 0.6875982 8.0759438 4.4425123 13.4936713 9.5440508 9.0691683 NA 8.6359923 9.4240273 1.2725607 8.5579901 6.8774498 12.1186004 3.9355540 6.6876248 TCGA-AG-A023 62 1 1581 NA rectum stage iv t4 n2 m1 female 2005 NA no rectal adenocarcinoma NA r2 6 NA 5 9 4 NA 1 5 5 7 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.695137 7.664276 10.569606 6.436675 14.032629 4.380819 9.831599 13.261459 14.761795 12.813474 7.920797 10.233557 4.132898 5.656456 9.344783 3.454821 9.924057 9.664276 10.128661 13.669141 10.044286 6.990875 12.799784 7.907681 3.717857 10.175921 11.057707 11.220357 9.710323 9.088399 9.753114 9.472277 10.107309 11.197637 9.380822 2.717846 0.00013863 0.59458000 -0.00802440 0.54083000 1.80290000 0.53872000 -0.00064126 -0.00747200 -0.00747200 0.00180300 0.00180300 0.56578000 0.56578000 0.54189000 0.00388540 0.57041000 0.57041000 0.61299000 0.61299000 0.61299000 0.05779600 0.05779600 -0.61489000 0.00013863 0.00013863 -0.00470790 0.00000000 0.00000000 -0.00138580 -0.00138580 -0.01285100 -0.00788630 -0.00788630 -0.00802440 -0.01001800 0.00319100 -0.60080000 0.52608000 -0.00064126 -0.00064126 -0.01023200 0.00180300 -0.00387790 -0.00387790 0.00805670 0.00805670 0.00388540 0.00388540 -0.60566000 -0.58333000 -0.58333000 -0.58845000 -0.58845000 0.00041593 0.61299000 0.00027728 0.01321300 0.05779600 0.000 0.000 0.000 0.000 0.000 0.000 0.566 0.000 0.000 0.000 0.000 -0.596 -0.026 -0.583 -0.583 0.000 0.000 0.000 0.574 0.613 0.613 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.075 0.526 1.033 0.259 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.566 0.000 0.000 0.000 0.000 -0.596 -0.026 -0.583 -0.583 0.000 0.000 0.000 0.574 0.613 0.613 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.075 0.526 1.033 0.259 0.000 0.000 9.5101049 4.7178573 9.6227422 10.8246378 9.7785527 4.1328976 8.6207345 10.4043573 8.7402247 8.5675226 11.1476122 2.7178464 NA 4.5252107 7.1989832 NA 9.2043567 8.4904462 0.1329058 9.4904462 10.1676932 5.0870894 8.0457837 9.2927656 6.7911056 2.7178464 10.3472134 5.9908755 8.0636318 12.3784470 1.1329058 6.3028198 7.0397843 10.4194520 11.3171498 11.5959077 9.8760457 5.8608139 10.5062598 6.6512727 9.1385188 8.2144576 10.8079692 12.3034547 11.6421744 3.2931645 9.5316380 10.8785686 0.1329058 12.3100023 9.2877124 10.6554758 7.0754086 10.4400951 6.9402490 9.3227189 12.0074915 13.3508520 13.1702696 7.1678587 12.8134736 5.3028198 9.7586032 10.8718309 2.1329058 10.1492568 5.3028198 13.0367761 5.6247472 9.9874822 9.6642757 8.0577069 13.0818090 10.0827209 8.9337942 4.6419564 13.4187299 10.8819256 2.7178464 9.6720531 9.5902751 10.3140465 11.5385676 8.4090188 13.5591590 15.7599761 10.7365207 9.3174226 8.7549459 8.5209117 8.7290840 11.1908522 12.3059467 11.4749467 6.9657843 9.7857392 8.1608002 11.8017792 11.4246405 1.1329058 7.6642759 11.3103138 10.5696058 8.8263813 8.2309264 8.9970185 14.0426411 7.9402490 8.3617131 11.0798006 8.0636318 9.2570156 11.1524850 11.0525025 8.9357659 14.0030663 7.4366749 9.4749689 10.5871936 10.1015610 7.6797890 8.2570158 11.8840199 10.3724928 10.4760800 9.7383738 10.3214832 10.1868202 8.3267647 9.5486360 10.9783844 9.2070358 12.7597554 -1.4667357 9.1357093 9.4968318 10.5111891 9.1524849 14.1588989 9.7586032 5.2621776 9.2952857 9.0032590 10.2915040 9.6066001 9.8505707 6.7767502 6.4702489 9.3399086 NA NA 8.7839460 NA 9.6642757 9.3003125 6.0636324 11.7318772 7.2724460 10.2269719 10.1201583 NA 11.2524839 13.9777961 8.7402247 10.0943440 10.0442863 10.4457772 9.9060334 8.4412332 5.3028198 9.7253513 10.6365014 0.1329058 5.5923255 7.6564563 13.0617827 9.3247679 10.1759215 7.8471401 5.0397833 12.7776519 9.7785527 10.5444053 11.2769151 9.4722768 12.3526678 5.0397833 10.9586481 8.8088513 10.4948381 10.7299598 11.4154036 10.1073089 5.5923255 3.1328894 7.5826207 6.6086274 13.3194728 9.1772885 8.7290840 NA 8.6821782 9.7857392 4.1328976 7.0754086 7.8810870 11.3109366 5.3423485 6.9273098 TCGA-AG-A025 62 0 NA 1520 rectum stage i t1 n0 m0 female 2006 NA NA rectal adenocarcinoma NA r0 0 NA 3 9 5 NA NA NA 5 7 1 2 NA NA 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115345e-06 9.70978e-07 54.4444444444444 11.1111111111111 10 14.4444444444444 10 9.6545186 8.3031643 11.5716533 6.7948226 14.2912983 3.6372856 9.3162207 14.0624866 13.2356208 12.8367655 7.9141220 9.6933986 4.4604018 -0.0631077 9.1680633 5.6372827 9.6180806 10.2083052 10.7744702 11.3462332 9.9198358 8.4682237 12.9733593 7.6510876 1.9368546 9.8895835 11.0744739 10.2932943 9.0322392 8.6384258 10.3237825 10.0521201 9.9452709 12.1514649 9.6145619 2.2587601 0.00485790 0.00485790 -0.00346270 -0.01326400 -0.01326400 -0.01326400 0.00041593 0.00000000 0.00000000 0.00555290 0.00555290 0.81259000 0.81259000 0.81259000 -0.00166290 0.01586600 0.01586600 0.00871520 0.00871520 0.00871520 0.02468900 0.02468900 0.00485790 0.00485790 0.00485790 -0.00761010 -0.00097017 0.01084200 -0.01230000 -0.01230000 -0.01230000 -0.00595220 -0.00595220 -0.00346270 -0.05576900 0.00083195 -0.01326400 -0.01326400 0.00041593 0.00041593 0.00000000 0.00555290 -0.00415460 -0.00415460 0.01084200 0.01084200 -0.00166290 -0.00166290 0.01586600 -0.00761010 -0.00761010 -0.00761010 -0.00761010 -0.00360110 0.01251600 0.00388540 0.00541390 0.02468900 0.000 0.000 0.000 0.000 0.000 0.000 0.813 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.813 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.761801 4.258768 10.367295 8.753826 9.292193 3.936845 8.024305 10.561638 9.066125 8.311882 8.899738 3.396269 NA 6.126667 7.678309 1.936855 9.504798 7.997538 NA 8.487589 10.719840 5.229257 9.126667 9.412576 5.936843 4.843733 9.669858 6.045367 7.595054 12.032569 4.460402 7.718202 7.055783 9.929781 10.644201 11.691312 9.744197 6.782333 10.486271 6.409980 8.623343 7.848534 10.678309 12.586496 11.469198 4.353006 9.464319 10.584301 NA 11.180016 9.966129 10.387022 7.212967 9.700055 5.258771 9.121718 12.378490 13.180909 12.983455 6.867579 12.836766 5.222244 8.740973 10.856451 1.521805 9.973043 4.024302 13.048793 4.329159 10.135287 10.208305 6.992125 12.327280 9.510489 8.785465 3.594477 13.246034 10.165661 1.936855 9.777620 9.084047 10.200111 11.240623 7.231463 13.178081 14.570846 11.200111 8.131599 8.175247 8.760210 9.584301 11.258133 12.698601 11.152891 6.843733 9.637282 7.825585 12.1880288 11.4554954 -0.0631077 8.3031643 11.0062920 11.5716533 9.1167512 8.4721177 8.8645907 14.5844581 8.3631071 8.0243053 10.9988884 7.1656608 8.8646201 11.0635467 10.6110345 9.6348176 14.3056215 8.3334470 9.2268611 10.9083858 9.7838996 8.1800160 4.5218046 11.8437329 9.6883864 11.0629014 8.8041210 10.3745943 10.4085174 7.2406234 9.2337584 10.6690097 9.9424669 12.8294078 -1.6624602 9.1728565 9.7381141 10.2921933 7.9647481 13.1493386 8.7409734 7.0136577 8.0505844 8.3031643 10.1241943 9.7425862 10.4489407 6.4760009 7.2587705 8.6816762 NA NA 7.8734804 -0.0631077 10.2083052 9.2833560 6.0029320 11.8501057 8.9480696 10.0309199 10.4535271 3.2587752 10.8452349 13.4854234 8.5515522 9.7823322 9.9198358 10.4064841 9.9026265 8.6783093 4.1847722 10.7099815 11.4007548 NA 4.5218046 5.3631080 13.4791487 9.8847568 9.8895835 8.1414134 5.0661236 13.2614447 11.0083046 10.6545187 10.8975682 10.0521201 12.6411782 5.2587714 11.3488828 8.6510879 10.4125757 10.2628447 12.0319095 9.9452709 -0.0631077 4.1059630 7.9302335 6.6233431 13.1514649 9.5896873 8.9619818 0.9368169 8.9820013 9.6372820 -0.0631077 8.2855705 7.0453665 11.5524719 4.4604018 7.3631071 TCGA-AG-A026 66 1 59 NA rectum stage ii t4 n0 m0 male 2006 NA NA rectal adenocarcinoma NA r1 0 NA 3 5 2 4 4 5 5 5 3 3 NA NA 7 0 0 0 0 0 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 5.652479e-06 1.629856e-06 26.6355140186916 14.018691588785 15.8878504672897 20.0934579439252 23.3644859813084 9.640822 8.339834 11.175420 6.746532 13.857871 4.424606 9.289059 13.911403 14.661761 12.817481 8.566378 8.705172 5.258594 1.901031 8.085917 4.360470 9.733932 9.251981 10.444073 9.341911 9.919242 8.195662 12.817108 7.727590 4.759023 10.188754 10.918546 10.741819 10.512988 8.101793 10.221842 9.896950 9.898221 10.603214 9.874021 2.222959 0.6862600 0.6638300 0.0105640 -0.6610500 1.2684000 1.1963000 -0.0232920 0.0200630 0.0143300 0.0059700 0.0088920 0.6524000 0.6524000 1.5411000 0.0711040 0.0785820 0.0678050 2.8122000 2.8122000 2.8990000 -0.0611520 -0.0611520 -0.5924400 -0.5924400 -0.5952800 0.0255310 0.0293970 0.0293970 -0.0442550 -0.6096000 -0.0249350 -0.6242700 -0.6237100 0.0105640 0.0000000 -0.0037395 -0.6721400 1.2684000 -0.6196800 -0.0366740 0.0015255 -0.0071182 -0.5914600 -0.6066700 -0.5805800 0.0806010 0.0711040 0.0725400 -0.6096000 -0.5962400 -0.6015800 -0.6015800 -0.6015800 0.5804100 -1.2385000 -0.1127200 -0.5629600 -0.0475310 0.000 0.000 0.000 0.000 0.000 0.000 0.652 -0.607 -0.581 0.000 0.000 -0.610 0.000 -0.596 -0.596 0.580 0.580 0.079 0.664 -0.487 2.854 0.000 -0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.001 -0.624 0.000 0.000 1.183 0.000 -0.672 1.196 -0.604 -0.604 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.652 -0.607 -0.581 0.000 0.000 -0.610 0.000 -0.596 -0.596 0.580 0.580 0.079 0.664 -0.487 2.854 0.000 -0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.001 -0.624 0.000 0.000 1.183 0.000 -0.672 1.196 -0.604 -0.604 0.000 0.000 9.813931 4.486006 9.532219 9.497231 9.903857 4.759023 7.486004 10.628962 9.571698 8.780625 9.202538 4.807932 NA NA 8.730764 NA 9.821394 8.675829 NA 9.368647 10.302988 5.363420 7.392894 8.858144 5.110497 3.627875 10.389886 6.655929 6.515752 13.196523 4.708397 7.368647 4.855237 10.390889 11.636174 12.894157 10.745747 7.777558 10.811474 7.396976 10.691390 8.676619 10.466144 12.271274 11.637443 4.409472 10.031612 11.950890 2.222959 12.870788 10.351222 10.502812 6.695458 10.729971 4.293356 9.493499 12.886350 13.105918 12.579642 7.746532 12.817481 5.327307 9.794343 10.539477 0.901031 10.140640 4.759023 13.347737 7.622140 9.774378 9.251981 6.843556 12.758439 9.908069 8.985850 3.575724 10.431448 10.673356 3.988503 9.714823 9.642508 10.744177 11.631512 6.470896 13.220431 14.492207 11.167242 9.457548 8.825854 9.782155 9.216191 11.563692 12.672944 11.436706 7.090866 9.141833 7.783685 11.506058 11.639978 3.601483 8.339834 11.306715 11.175420 8.580522 8.515751 9.278252 14.409775 9.304054 8.500954 10.986514 7.416741 9.521261 11.708396 11.310963 8.498200 14.282787 9.009566 9.388882 11.061543 9.213924 7.972504 3.988503 11.782538 10.197958 11.470422 9.654258 10.862491 10.746532 8.309966 9.665913 10.985186 9.412794 13.060583 -1.698529 9.772947 9.818936 10.374747 7.771406 13.668398 9.794343 8.934465 10.999074 8.045700 10.174837 9.310432 9.016657 7.040593 2.901050 9.204822 NA NA 7.080951 NA 9.251981 9.657598 5.923408 11.982192 8.912269 9.692204 9.457548 NA 11.673356 13.305385 9.327306 10.159607 9.919242 10.614428 10.401883 8.569927 5.110497 10.110495 9.787668 4.544900 6.642508 4.148967 13.788738 9.803989 10.188754 7.912269 5.783685 12.875815 10.236432 10.534945 11.473268 9.896950 12.672737 5.293359 11.760576 9.260791 10.979859 10.802331 12.205108 9.898221 NA 2.708386 8.547780 7.030325 13.447574 9.202538 8.628962 NA 8.723103 9.141833 0.901031 7.765228 7.240891 11.425093 4.901041 5.655930 TCGA-AG-A02G 66 1 1185 NA rectum stage iv t2 n1 m1 male 2007 NA no rectal adenocarcinoma NA r2 3 NA 3 8 3 NA 1 5 4 5 3 3 NA NA 7 0 0 0 0 0 0 0 0 0 0 0 0 0 1 7 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213723e-06 4.508112e-07 55.1020408163265 8.16326530612245 18.3673469387755 12.2448979591837 6.12244897959184 10.462882 6.494548 11.268989 6.843557 13.148695 3.732052 8.440393 13.059022 14.790716 13.054942 8.219314 7.645792 4.625130 0.924708 8.971817 4.625130 10.374874 9.087085 9.799675 10.533872 12.947581 8.223901 12.921167 7.575745 6.768802 10.274527 10.785780 10.561318 10.215864 8.942810 9.768614 10.365324 9.760744 12.199945 9.825560 4.094616 0.5431200 0.5431200 0.0511300 -0.4909900 0.5124600 0.0708170 -0.0041546 0.0000000 0.0000000 0.5415300 0.5415300 1.4233000 1.4233000 1.4233000 0.1086200 0.0335490 0.0335490 2.9892000 2.9892000 2.5881000 0.0423630 0.0039418 -0.5428800 -0.5428800 3.6569000 0.0573680 -1.1368000 -0.6745300 -0.5588400 -0.0506350 -0.0495590 -0.5743700 -0.5800100 0.0839200 0.0475520 0.3769300 -1.1709000 -1.0369000 -0.0041546 -0.0041546 0.0000000 0.5415300 -0.4809100 -0.4809100 -0.5434000 -0.5434000 -1.0709000 0.1086200 0.0335490 0.5897300 -0.5620600 -0.5620600 -0.5620600 0.0188030 -0.5591700 -0.1577100 -0.5287900 -1.2929000 0.000 0.000 0.000 0.000 0.542 0.542 1.423 -0.481 -0.543 0.109 0.109 0.000 0.000 0.590 0.590 0.000 0.000 -0.543 0.000 -0.559 2.029 -0.158 -0.529 0.000 0.000 0.000 0.000 0.000 0.000 0.498 -0.076 0.000 0.000 0.377 0.377 -1.140 0.000 -0.466 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.542 0.542 1.423 -0.481 -0.543 0.109 0.109 0.000 0.000 0.590 0.590 0.000 0.000 -0.543 0.000 -0.559 2.029 -0.158 -0.529 0.000 0.000 0.000 0.000 0.000 0.000 0.498 -0.076 0.000 0.000 0.377 0.377 -1.140 0.000 -0.466 -0.466 0.000 0.000 9.23530607 2.73205207 8.39636845 9.67288619 9.55404985 1.50964518 7.04363432 11.16786726 9.40042671 9.79967471 8.59711845 4.01215744 1.50964518 2.50964518 5.99078245 -0.07536799 10.03713275 8.18208095 NA 8.97454193 10.23416969 6.09722100 7.99078245 8.54674517 6.67958144 3.09462457 10.02929206 5.35095686 6.13414700 13.32863733 0.92470801 4.24662090 6.07444121 11.59180483 11.13961946 12.97318017 10.78345142 7.93031807 9.80074980 6.19147974 10.25561013 8.37639892 10.68124957 12.63578805 11.35932152 5.25883170 10.02666895 12.28031968 -0.07536799 13.67089267 10.53756175 10.81191394 6.44825509 10.29755840 5.31701095 9.36556241 13.51960101 12.70215411 12.34570615 7.57164799 13.05494208 4.92469376 6.77018286 10.44825520 0.92470801 10.07697816 10.04233640 13.30000429 5.75758336 10.76833173 9.08708461 6.94706062 12.59357826 10.17262077 8.54307862 3.36298880 9.99347157 10.89191954 1.50964518 9.92469331 9.57574495 11.02140845 10.86059499 7.83758252 12.68104110 15.01180221 11.10211285 9.69712326 8.91904684 9.49644597 10.37384198 11.83790809 12.49146089 11.69851247 7.07444014 9.50212211 7.18208145 11.30839757 11.21182851 NA 6.49454842 10.95604990 11.26898918 9.26231523 9.16548464 9.15351201 14.93169865 9.24210585 8.44039331 11.39738414 8.04363432 9.05139766 11.33036663 11.63722029 8.40701745 14.33785840 8.44825509 9.39433514 10.72963094 9.54124204 7.53940312 6.28224518 12.56177094 11.76310935 11.86353775 9.34043498 10.06552304 10.70441267 8.43992021 9.63549975 11.11883455 9.63549975 12.11659765 2.62513019 9.26231523 9.98318573 10.45802297 7.35932174 12.41127695 6.77018286 5.05397583 8.83458640 6.01215520 10.25112282 9.55222719 8.68684260 5.44825675 9.89512991 8.47158784 NA 0.92470801 8.82253865 NA 9.08708461 10.85173046 5.44825675 11.80810027 9.12681699 10.10335811 10.25784863 0.92470801 11.42702789 14.42379173 8.77956178 10.59002923 12.94758122 10.41554415 9.93731776 8.69948049 5.67958144 9.25784863 10.00505789 NA 8.80427657 5.62513311 13.30366544 8.96405114 10.27452737 7.61336295 5.38412581 13.14386182 10.20198065 10.49739351 11.55723416 10.36532368 12.36867282 3.83158340 11.33832123 9.01745039 10.84727773 10.52214061 12.33726313 9.76074356 4.73204664 0.92470801 8.19592285 7.67958073 12.88993646 11.29210803 8.30839774 -0.07536799 8.30407154 9.50212211 3.50965784 6.85543040 6.89047709 11.77331624 2.92468901 8.01745039 TCGA-AG-A02N 67 0 NA 1885 rectum stage ii t3 n0 m0 male 2005 NA NA rectal adenocarcinoma NA r0 0 NA NA NA 5 4 4 5 3 6 3 3 NA NA 7 0 0 0 4 4 0 0 4 0 0 0 5 0 4 7 0 0 0 0 0 0 0 0 0 0 7 0 0 4 4 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 2.694464e-05 1.106221e-05 66.6369313113292 7.76092774308653 15.3434433541481 8.47457627118644 1.78412132024978 9.7994167 8.8529586 10.9185065 6.9578009 13.4460539 3.5382650 8.8493291 13.2258371 14.4087808 12.0633912 8.6383986 7.9578009 0.2163617 8.8993285 9.2716162 3.3862591 9.9527357 10.6043511 9.7690029 13.5631245 10.6054274 8.3558853 12.7099391 8.0555379 4.7398967 10.3887614 10.3274694 10.8682824 9.5201146 8.8197375 10.8282807 10.7477153 10.2092722 10.8383215 10.2689018 0.2163617 0.00499690 0.00000000 -0.00055444 -0.01037000 -0.01037000 1.33940000 0.00235810 0.00138680 -0.00124730 0.69428000 0.69428000 -0.01362500 -0.01362500 -0.01078400 0.00943070 0.03031000 0.03031000 0.02042600 0.02042600 0.02042600 0.11389000 0.05281000 0.03439500 0.03439500 0.00499690 -0.00484610 -0.01422800 -0.01422800 -0.00526100 -0.00526100 -0.00761010 -0.01532900 -0.01532900 0.02454800 -0.01285100 -0.01064600 -0.01037000 1.31340000 0.00235810 0.01307400 -0.00124730 0.69428000 0.00986690 0.00986690 0.01978300 0.01978300 0.02834100 0.00943070 0.03031000 0.00041593 0.00041593 0.00041593 0.00041593 0.02496900 0.02042600 -0.78294000 0.02693500 0.06022200 0.000 0.000 0.000 0.000 0.694 0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.694 0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.1763357 0.2163617 8.8125236 7.9578009 9.5672730 3.2163307 6.1705300 10.7496636 7.2824231 9.0236887 8.4355023 1.2163617 NA NA 7.2716162 NA 8.7438108 8.4595078 0.2163617 8.5337463 11.2092722 3.2163307 8.7201594 10.1893136 5.5017353 4.2000099 9.5628476 5.5017353 7.4547385 11.5132500 6.5913727 11.2944846 8.0618237 10.8292023 11.1864397 10.7956498 9.1020303 4.9712216 11.0954576 6.5348320 11.0156154 8.5134335 10.0412925 12.1393010 11.8411293 0.6492935 10.0204648 10.6859756 0.2163617 11.2641394 9.1141793 10.4947833 7.4160062 9.6172132 4.2163307 9.7899811 11.7472278 13.3451337 13.0661298 7.8958140 12.0633912 5.7398967 7.1936141 11.2071469 2.8013035 8.9969392 5.9976944 12.7266035 3.8012932 10.6927762 10.6043511 6.9305789 13.2851121 10.3430383 8.3912595 4.3846577 11.1551783 10.4571252 3.0236812 9.8383857 9.6214754 10.0943847 11.0936179 8.5292170 11.5744355 14.3534138 10.9569578 9.6572030 8.3762053 8.7899809 7.5913735 11.0711944 13.0543559 11.3037304 7.6757651 9.9202375 6.9305789 11.3110713 10.5694806 0.2163617 8.8529586 11.8502372 10.9185065 10.1455923 8.8420426 9.1321833 14.6070194 7.7320338 8.4547385 10.6696045 8.4737216 8.6383986 10.7965924 11.3875106 9.5875660 13.4732796 8.6592774 9.5155418 10.2756783 10.7690029 7.8383858 5.7398967 12.0321174 10.3378674 9.8709699 10.3648104 9.6488758 10.0882390 8.5898949 9.9219662 11.0673020 10.2716163 12.7153276 -1.3830778 8.8236640 8.6791634 11.0123734 8.4595078 13.2959853 7.1936141 9.3090909 8.5606298 6.8601906 9.4451525 9.6572030 9.3887613 5.4257883 6.7709228 9.1050770 6.0492234 NA 7.4257874 1.2163617 10.6043511 10.4678162 4.3037954 10.8736523 9.7670805 10.2289584 11.4807764 1.2163617 10.2716163 13.9304720 9.7300615 9.8106584 10.6054274 11.1239756 9.5672730 8.7937626 3.5382650 10.8190326 10.2996801 NA 6.1705300 9.5040461 12.5856585 10.6467760 10.3887614 8.1821182 6.3037972 13.2367930 11.0139954 11.1551783 10.3156816 10.7477153 11.5376983 2.8013035 10.2303543 8.4737216 11.6236016 12.3667158 10.5040462 10.2092722 1.8012828 4.7398967 7.3132068 4.3862591 13.2406078 9.9894730 8.7320338 NA 8.6236017 9.9202375 0.2163617 9.1470711 6.4257866 11.9232614 5.3037954 6.3248574 TCGA-AG-A02X 77 0 NA 1247 rectum stage i t2 n0 m0 male 2007 NA NA rectal adenocarcinoma NA r0 0 NA 1 4 4 NA 2 2 3 6 3 3 NA NA 7 0 0 0 0 4 0 0 0 0 4 0 7 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 7 0 0 3.190356e-06 1.525823e-06 42.3357664233577 16.7883211678832 17.5182481751825 13.8686131386861 9.48905109489051 9.9678950 8.1274713 11.5937534 6.9250820 13.6539859 0.5500141 8.6997897 13.2997067 14.7068366 11.8674551 7.3049299 7.6585671 0.5500141 4.7199665 9.0338582 5.5944381 9.6689835 9.7398670 10.8651920 14.7257480 10.3198804 7.9846708 12.6424693 7.6375052 NA 9.4748550 10.6883143 10.0518797 7.6689835 8.2657988 9.7224700 8.9842538 9.6663865 8.0418957 9.7099139 NA 0.02202400 0.02202400 0.03256300 -0.60729000 0.01069600 3.65690000 -0.62674000 -0.62988000 -0.62998000 0.02160300 0.02160300 0.01684500 3.65690000 0.01098200 0.00000000 -0.64443000 -0.64443000 0.66623000 0.66623000 0.63737000 -0.51434000 1.05590000 -0.00041585 -0.00041585 0.02202400 -0.63074000 0.02272500 0.02272500 -0.61691000 -0.61691000 -0.64368000 -0.62226000 -0.63186000 0.03256300 0.01237600 0.01301100 -1.29290000 -0.64903000 -0.62503000 -0.62674000 -0.63491000 0.02160300 0.01656500 0.01656500 -0.63614000 -0.63614000 0.00000000 0.00000000 -0.64443000 -1.29290000 -1.26960000 -0.62912000 -0.62912000 -0.05630700 0.66623000 -0.62064000 -1.29290000 -0.56326000 -0.627 -0.627 -0.602 0.000 0.000 0.000 0.000 0.000 -0.636 0.000 0.000 -0.644 -0.644 -0.639 -0.639 0.000 0.000 0.000 0.000 0.666 0.666 -0.635 0.000 -0.612 -0.612 0.000 0.000 -0.617 -0.617 2.533 1.910 0.000 0.000 0.000 0.000 -0.626 -0.626 0.000 0.000 -0.514 -0.514 -0.627 -0.627 -0.602 0.000 0.000 0.000 0.000 0.000 -0.636 0.000 0.000 -0.644 -0.644 -0.639 -0.639 0.000 0.000 0.000 0.000 0.666 0.666 -0.635 0.000 -0.612 -0.612 0.000 0.000 -0.617 -0.617 2.533 1.910 0.000 0.000 0.000 0.000 -0.626 -0.626 0.000 0.000 -0.514 -0.514 9.3248295 2.8719619 10.3412055 8.3115939 9.2813616 2.1350094 6.6161312 11.0478943 7.0892015 5.7594968 9.6715761 NA NA 2.5500387 5.8719718 0.5500141 10.0053697 8.5944366 NA 7.5158268 10.9784027 1.5500634 9.1793991 9.5472219 5.3573972 NA 10.0755634 5.9075949 8.8492506 11.8719706 6.3829318 9.2813616 6.9929859 10.6039684 10.5415644 11.4539244 9.1274713 6.0418957 10.7676125 5.5396365 8.2082539 8.2101097 10.7061256 12.3956933 11.7118043 2.4873834 9.6741638 10.4204072 NA 11.3622198 9.1046312 10.0318419 7.0578369 10.6997897 3.8719718 9.3606143 12.4021818 12.7564464 12.6892741 7.7979701 11.8674551 4.1350012 7.3702218 11.1236897 0.5500141 10.5509298 7.5834657 12.9231795 3.7199719 10.0012536 9.7398670 5.0736060 12.5598711 9.3670261 8.9929859 5.3219281 13.9338818 10.5056924 0.5500141 9.6972475 9.4896218 10.4569331 11.0706612 6.3829318 11.3742057 14.8043788 10.9261679 9.3248295 8.9466472 9.0338582 6.6793253 11.4249931 13.3015866 11.3247884 6.4569326 9.4326855 6.4326855 12.4095773 11.2872898 0.5500141 8.1274713 10.7521664 11.5937534 9.2539460 8.7884472 8.7642158 14.9789084 7.5944366 8.7149495 12.2898231 7.3573972 8.0418957 11.3272978 11.0328505 9.3369329 13.9336118 8.7740441 8.6321915 11.2118206 10.3590067 6.9075949 4.7199665 11.5889615 10.2796633 7.9337467 8.5724103 10.7212194 10.5373066 7.3444584 9.3923928 10.4033521 10.3231817 12.9329745 3.1350094 9.1462324 10.0457777 10.8354447 8.1350048 12.4493994 7.3702218 8.1793991 7.8898927 5.7594968 10.3015866 9.9359049 9.5786669 4.1350012 8.1647526 8.1046312 3.8719718 NA 5.7199665 NA 9.7398670 9.3248295 4.6375059 11.7466446 8.5556670 9.9929860 9.9551840 NA 11.3032593 13.5908459 8.3115939 10.3541736 10.3198804 9.9825844 10.1293585 8.3444584 6.4080240 9.3215320 11.0827004 NA 2.8719619 5.6375059 13.3963164 8.7275117 9.4748550 8.0901320 5.7199665 13.4694645 10.8086085 9.9991912 11.3115938 8.9842538 12.5703280 3.7199719 11.0012536 8.0257758 9.8876645 11.5205871 12.2010942 9.6663865 2.5500387 2.8719619 8.0015011 5.0736060 13.6303604 9.3797652 9.3412055 NA 8.4342742 9.4326855 NA 7.6268582 6.6585671 11.3931784 4.7979675 7.7497146 TCGA-AG-A032 68 0 NA 1157 rectum stage iiib t3 n1 m0 male 2007 NA yes rectal adenocarcinoma NA r0 2 NA 5 6 2 NA NA NA 5 7 NA NA NA NA 7 0 0 0 0 4 0 0 0 0 0 7 4 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 7 4 0 0 2.045989e-06 6.588779e-07 39.7435897435897 23.0769230769231 12.8205128205128 14.1025641025641 10.2564102564103 9.932952 8.860543 10.676962 6.597509 14.279140 3.888558 8.839170 13.223113 14.352946 12.501001 8.052304 8.810170 2.773089 4.188116 8.853454 3.358045 9.202139 10.318689 11.181056 11.947590 10.017841 8.082936 12.985172 7.243401 2.510050 9.750360 11.487326 9.628987 10.478137 8.313532 9.886823 9.563483 10.221541 11.620138 9.550062 5.358045 0.5238000 0.4885200 -0.0438730 0.4502000 0.4502000 0.4021100 -0.0396650 -0.0627640 -0.0627640 0.0387710 0.0387710 2.2082000 2.2082000 2.1305000 0.5222300 0.0054139 0.0054139 2.2729000 2.2729000 2.3641000 1.2505000 0.1215200 -0.5517600 -0.5517600 -0.5517600 0.3161700 -0.0320410 -0.0320410 -0.0789430 -0.0789430 -0.0901750 0.9347700 0.9347700 -0.0332690 -0.0438730 0.4686100 -0.0936670 0.4502000 -0.0396650 -0.0396650 -0.0627640 0.0387710 -0.5653500 -0.5653500 -0.5426000 -0.5426000 0.3828700 0.4951000 0.0054139 -0.5607700 -0.5607700 -0.5886300 -0.5886300 0.4802700 0.4821700 -0.0706700 0.0000000 1.2505000 0.000 0.000 0.000 0.000 0.000 0.000 2.130 -0.565 -0.543 0.522 0.522 0.000 0.000 -0.561 -0.561 0.480 0.480 -0.063 0.489 0.482 2.273 0.000 0.000 0.316 0.316 0.000 0.000 0.000 0.000 0.935 0.935 0.000 0.000 0.503 0.503 0.450 0.450 0.414 0.414 1.175 0.122 0.000 0.000 0.000 0.000 0.000 0.000 2.130 -0.565 -0.543 0.522 0.522 0.000 0.000 -0.561 -0.561 0.480 0.480 -0.063 0.489 0.482 2.273 0.000 0.000 0.316 0.316 0.000 0.000 0.000 0.000 0.935 0.935 0.000 0.000 0.503 0.503 0.450 0.450 0.414 0.414 1.175 0.122 10.6739473 3.7730785 9.5235084 8.7388648 9.9430054 2.9954664 7.6638512 10.4607478 9.0859634 8.6799712 12.0852071 2.5100505 0.1881477 3.6475448 6.9023631 0.1881477 9.0584826 8.4595812 1.1881477 9.3148225 10.4205389 4.8935418 8.0018990 9.1539023 5.6799698 4.4360485 10.3530249 7.5631574 9.1596615 13.1190401 4.9954710 7.1768025 7.5889972 10.6143827 10.9841576 11.9168888 9.9938618 6.0707607 11.0199636 6.4070927 10.2447557 8.6471396 10.7898888 12.0793587 11.2118724 5.4383228 9.881605 11.123283 1.188148 12.250164 9.773081 10.022589 6.982534 10.876368 5.802829 9.173960 13.514969 12.560983 12.489900 6.558979 12.501001 4.188116 8.727277 10.978467 2.510050 9.871113 4.275581 13.931269 3.773079 9.620660 10.318689 7.142314 12.559895 9.872867 8.382875 3.584554 10.515671 9.719500 2.188116 9.567496 9.603860 10.473520 11.481015 7.622746 12.988411 14.785265 11.120333 9.941736 8.817475 9.421738 10.044544 11.577185 13.074196 11.434728 7.106982 9.671934 8.412120 11.6237883 11.5179144 0.1881477 8.8605432 11.2474625 10.6769623 8.8746184 7.9760205 8.9295851 14.2886227 9.4941798 8.0398671 11.4407834 7.9629053 8.8283628 11.1881180 10.7551233 8.9130070 14.0692320 8.5324140 9.3951322 10.8772424 9.7880308 8.3018601 6.8028278 11.2642655 10.4443267 11.2290926 9.4688887 10.4907569 10.7136388 7.3468789 9.0492049 10.9066509 9.2021385 12.9306274 6.0460981 9.4735203 8.8880376 10.1408593 7.3174009 12.8772424 8.7272769 8.3630436 9.0492049 7.4360452 9.8028278 9.0859634 7.8391698 7.0584832 7.9430053 9.0429863 2.1881160 1.1881477 7.4549046 1.1881477 10.3186885 9.2861502 5.9430047 12.4127227 8.4595812 9.8481138 9.2515132 NA 11.2494892 13.7175486 8.5279680 10.4619136 10.0178408 10.7155950 10.1039974 8.2488137 4.5100441 10.6362344 10.4357963 1.1881477 3.8885582 6.4549046 13.2869726 10.3360988 9.7503605 7.4169368 6.0460981 12.6198768 10.1423143 11.0106888 11.6949214 9.5634833 12.1247559 4.9430070 11.8872566 8.8028278 10.4537330 9.8711477 12.0214035 10.2215410 3.5100505 1.7730680 8.4865929 4.9954710 13.9745919 8.9228276 7.7655467 NA 8.4429576 9.6719338 10.2132576 8.2488137 7.3975711 11.6419030 6.1881180 8.0646350 TCGA-AG-A036 71 0 NA 3562 rectum stage iii t3 n2 m0 male 2002 NA yes rectal adenocarcinoma NA r0 18 NA NA NA NA 4 2 2 5 5 3 1 NA NA 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.675845e-06 1.421789e-06 32.8859060402685 10.738255033557 16.1073825503356 18.1208053691275 22.1476510067114 10.3597063 8.4939543 11.3495358 7.1850042 14.1783439 2.1189245 8.2116722 14.3891270 13.3900861 11.3874569 8.5824393 9.0288081 7.5865208 0.1188913 9.6868710 2.7038759 9.5176586 9.6424769 9.9230459 8.5618584 10.7095020 8.6227408 12.7031728 8.6306676 6.1850042 10.2546242 10.4786645 10.6982309 8.9706639 8.5730495 8.1189151 9.6306676 9.9278791 12.2575067 10.2391528 1.7038980 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 7.945463 5.703879 9.620752 9.769967 9.258466 4.819357 7.665809 10.601723 7.163310 8.769967 6.703877 1.703898 NA NA 3.926265 NA 8.463211 8.798395 NA 7.626709 11.222203 2.926265 9.185004 9.692562 5.248197 2.703876 8.707630 6.185004 3.578347 12.016382 5.163310 5.762771 8.381010 10.711372 11.597179 12.151649 9.440843 5.951805 10.957142 5.765365 10.253341 8.612610 10.366842 12.380528 12.325929 5.663029 9.983101 11.022797 NA 11.676379 9.826274 10.424977 7.493955 10.359706 5.206378 9.586520 11.894114 13.133981 13.236883 7.413536 11.387457 4.118916 8.853625 10.870459 1.703898 9.429528 7.976896 12.792886 4.873803 9.986935 9.642477 7.130142 13.048728 9.688770 9.163309 4.882325 10.663879 10.388042 1.703898 10.190377 9.190377 10.709502 11.366842 8.055553 12.906817 13.857914 11.257187 7.726245 8.025806 9.073111 7.658074 12.081428 13.700469 11.536382 6.658074 9.276262 6.805415 11.4621006 10.5680636 2.1189245 8.4939543 11.9533860 11.3495358 9.7627712 9.1687634 9.2168681 14.7548654 9.2010641 8.6502964 9.8001533 8.4408430 9.1385055 10.9084485 10.8071652 9.9584966 14.0176108 8.7878001 9.7427965 9.5240564 10.5905901 8.0197820 5.8468343 12.4394334 10.6619468 9.9084486 10.1132684 9.6830644 9.9628360 8.9152792 9.7627712 11.5498901 9.8986343 12.0326982 -1.4803575 8.4226955 8.3225564 10.5639297 8.5618584 14.2550249 8.8536246 4.9262699 8.0846995 8.5493673 9.3185873 9.9051845 9.6830644 6.7482720 7.9285865 9.7537260 NA 1.1188913 7.6027308 1.7038980 9.6424769 10.1301422 4.8738034 10.6316554 9.3880416 9.8124020 10.1454384 3.1189079 10.5004579 13.9781585 9.5240564 9.2143118 10.7095020 10.5535432 9.5701261 8.9737832 3.5783470 10.1033333 10.5481542 NA 6.6267093 5.9768952 12.6476132 9.4610562 10.2546242 8.3315328 5.5451807 13.0327393 10.7216138 10.9318944 10.5803943 9.6306676 11.7010569 4.4408459 10.3727625 8.1412826 11.4453444 10.4416881 11.2023943 9.9278791 3.1189079 2.4408459 6.8476512 7.4764667 13.1485473 9.9486376 8.9390940 0.1188913 8.9035499 9.2762619 7.3668424 7.8400144 7.5535433 11.9912050 3.8193514 8.3903779 TCGA-AH-6544 60 0 NA 1173 rectum NA t3 n1 m1 male 2010 NA no rectal adenocarcinoma NA NA 3 NA NA NA 4 2 2 5 3 2 2 2 2 3 7 0 0 0 0 4 0 0 4 0 0 5 4 0 0 7 0 0 4 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 4 4 0 0 0 0 0 0 0 5 4 0 4 4.438757e-06 1.907278e-06 26.6304347826087 17.9347826086957 15.2173913043478 31.5217391304348 8.69565217391304 9.930195 9.159635 10.904174 6.393859 14.083897 -1.065521 7.567423 12.778737 14.086554 12.410161 8.156015 7.679261 2.393855 8.868118 8.812479 3.978818 9.640924 10.571505 10.476976 10.457990 10.260295 7.764150 12.770774 7.937243 4.740750 10.453573 10.916352 10.459948 9.370098 8.377661 9.514686 9.359643 9.984276 11.683249 8.809409 3.457988 0.0107030 0.3312400 0.0134920 0.2956500 0.2771700 0.2897700 -0.0047079 -0.3547600 -0.3547600 0.0280600 0.0109820 0.3539800 0.3539800 0.3539800 0.0144700 0.0335490 0.0335490 0.3156200 0.3156200 0.3156200 -0.1098500 -0.1098500 -0.3353700 -0.3353700 -0.3391800 0.0037465 -0.3513300 0.0237060 0.0022193 -0.7680000 -0.1495200 -0.0008316 0.3660800 0.0134920 -0.3764000 0.1095000 0.2856400 0.2771700 -0.0047079 0.0098669 -0.3547600 -0.3403300 -0.3545300 -0.3545300 -0.3307500 -0.3307500 0.0144700 -0.2848900 -0.3459500 -0.3463000 -0.7191500 -1.1012000 -0.7473400 0.0133530 0.3156200 -0.3509900 -0.3470900 -0.1098500 -0.353 0.000 -0.355 -0.355 0.000 -0.340 0.354 -0.355 -0.331 0.000 0.000 -0.346 0.000 -0.346 -0.719 0.000 0.000 -0.004 0.331 0.316 0.316 0.000 -0.347 0.000 0.000 -0.351 0.000 0.000 -0.145 0.000 0.000 0.000 -0.359 0.109 0.109 0.290 0.290 0.000 0.000 -0.110 -0.110 -0.353 0.000 -0.355 -0.355 0.000 -0.340 0.354 -0.355 -0.331 0.000 0.000 -0.346 0.000 -0.346 -0.719 0.000 0.000 -0.004 0.331 0.316 0.316 0.000 -0.347 0.000 0.000 -0.351 0.000 0.000 -0.145 0.000 0.000 0.000 -0.359 0.109 0.109 0.290 0.290 0.000 0.000 -0.110 -0.110 8.80170642 3.18235860 9.34805555 7.72559053 10.19593503 1.51939093 6.19181529 9.88425433 7.19652246 7.98971011 8.81554181 4.42627818 -1.06552124 7.17283251 8.88133394 -0.06552124 8.70921480 7.83227294 NA 8.37737106 10.84731704 4.02188831 9.31272257 10.52407886 5.02188831 5.98971125 10.00387752 5.14387908 8.33317145 12.75360886 3.02188831 7.71250499 7.11433683 10.38202759 11.11340372 11.03245981 9.55830916 5.53434179 11.19272285 5.53448810 10.55556378 8.54414184 10.57693069 12.35665150 11.96699005 1.99620795 9.535270 10.056609 -1.065521 11.352544 9.760182 10.179980 7.715788 11.008235 5.084175 10.105604 12.109665 13.425592 12.716504 7.156353 12.410161 1.741791 7.801706 11.765537 NA 10.311096 4.182359 13.238066 4.021888 9.995468 10.571505 6.343818 12.599653 8.714147 8.305115 4.913311 12.624644 9.999844 -1.065521 9.704266 10.023878 10.324059 11.772647 5.360691 12.789199 14.214752 11.698677 9.955012 8.844321 8.487097 8.913138 11.694108 13.741883 11.283952 7.163246 10.212877 7.287575 11.72069731 11.12425226 -1.06552124 9.15963524 11.14874679 10.90417397 8.67926157 8.48901662 8.33530727 15.35509505 7.97882198 8.64523403 9.77599210 7.47745958 9.38975501 10.55418918 10.95644869 9.55017690 14.37321954 9.04686726 9.08290426 10.51939015 9.60508388 8.69098412 6.58547937 11.34779115 10.23763769 10.90812507 9.94285637 9.93653945 9.60685304 7.01492543 9.40813333 11.07781091 9.57918524 12.63741415 NA 8.83981476 9.48901662 9.68094193 7.58906384 13.21251411 7.80170642 7.90884232 8.01657655 6.74820895 9.84581964 9.62005245 9.44519181 5.56378353 6.17283151 8.72233008 2.51939093 -0.06552124 5.14387908 NA 10.57150532 9.08797963 4.48901621 11.95506043 9.10184570 9.88279495 9.45896943 1.74179055 11.01491211 13.60900618 8.49284821 9.53434063 10.26029529 11.08417478 10.18116829 8.14874705 4.29197921 11.33877097 10.23879044 1.25634646 2.93442214 5.34381996 12.42251888 11.04523722 10.45357252 7.53805387 5.84131903 12.96172898 10.94705222 11.25409979 10.84019074 9.35964350 11.96578428 3.10435344 10.50712793 8.73855878 10.71209395 10.05790253 11.43725947 9.98427618 4.36069436 -0.06552124 7.40695582 5.63486622 13.90106831 9.45308087 8.80170642 NA 9.44258900 10.21287716 NA 8.53990711 7.48132236 12.09224828 3.57828664 3.79240769 TCGA-AH-6547 79 1 76 NA rectum NA t3 n0 mx female 2010 NA no rectal adenocarcinoma NA NA 0 NA NA NA 5 1 2 2 2 2 1 2 2 2 4 0 0 4 1 0 0 0 0 4 4 0 0 0 0 4 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 4 0 0 0 6 0 9.016224e-07 4.85489e-07 4.8780487804878 14.6341463414634 12.1951219512195 68.2926829268293 0 11.384898 9.717724 11.331900 6.895963 14.070517 5.186552 8.686183 13.407935 13.925832 12.050739 8.885492 9.918147 4.954378 4.620956 8.360804 3.677542 8.803648 11.182282 9.192633 14.040537 10.934927 7.748589 12.763880 8.287712 5.484895 10.826896 10.453846 10.224434 9.018759 9.652104 10.613724 10.307126 10.795682 10.165688 9.672328 3.620950 -0.00304750 -0.00304750 -0.00526100 -0.11273000 0.27332000 0.28337000 -0.00138580 -0.00249380 -0.00395650 0.00221930 0.00221930 0.09507200 0.09507200 0.09507200 -0.00180140 0.03693500 0.03693500 0.29088000 0.29088000 0.29088000 0.01544700 0.01544700 -0.00304750 -0.00304750 -0.00304750 0.00000000 0.00332990 0.00332990 -0.00399670 -0.00399670 -0.00166290 -0.00547470 0.00027728 -0.00526100 -0.00526100 0.09914200 -0.11273000 0.27332000 -0.00138580 -0.00138580 -0.00395650 0.00221930 -0.00277070 -0.00277070 0.00471900 0.00471900 -0.00180140 -0.00180140 0.03693500 -0.08426200 -0.08426200 -0.08426200 -0.08426200 -0.00152430 -0.10565000 -0.00885260 0.00541390 0.01544700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.185 0.291 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.113 0.161 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.185 0.291 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.113 0.161 0.000 0.000 0.000 0.000 8.043189 6.280880 8.308016 10.767041 10.049902 4.468955 8.144518 10.021494 6.988327 8.698199 11.436019 8.735323 NA 9.909314 10.632183 NA 8.438579 7.787671 -1.022977 8.710115 10.513832 6.523995 7.631736 10.374239 5.531687 4.436528 9.751887 6.234488 11.242715 12.630169 4.436528 11.479931 9.102513 9.779616 10.878721 11.362153 9.205918 4.369418 11.122016 6.078497 10.297900 8.830690 10.129384 12.153581 12.151089 3.153416 10.364578 10.298464 NA 11.265966 9.382241 10.664475 6.205918 10.679272 8.653057 9.700760 11.456627 13.431527 13.380178 6.993908 12.050739 7.715192 9.977100 10.714347 4.883992 9.683596 4.369418 12.243301 5.452833 10.563939 11.182282 9.021494 13.946171 9.236843 8.456880 4.751094 12.995561 11.221463 3.562059 10.621857 9.402315 10.106383 12.287570 11.339865 11.578406 13.823434 10.707994 9.117929 7.312490 8.797279 8.787671 11.886243 13.279096 11.247030 6.901912 9.894472 7.862796 11.6794888 10.6119106 1.5620836 9.7177237 11.8339142 11.3318999 9.4355063 9.1950572 9.9728596 15.2836409 7.6670973 7.8929793 10.9963428 10.2659657 8.8178774 10.8350806 11.8397369 8.0909460 14.2171083 8.6119108 9.5890466 9.7916821 9.0022392 6.7518868 10.8048393 10.5931889 10.6177965 10.1350781 9.3586426 10.3428753 10.0125860 8.2167221 8.9019122 11.5079936 10.5109159 12.9296916 NA 9.3477870 8.2785958 10.2740158 11.2567102 13.0211521 9.9770996 9.1128088 8.3822410 9.8528489 10.6415468 10.4421558 8.7650023 6.6281510 6.8300968 9.5104293 -1.0229766 NA 9.2520601 -1.0229766 11.1822819 9.8551505 6.8597422 11.2911163 9.5964026 10.6428796 10.1198449 0.5620836 10.2671185 13.2904078 9.8210207 10.3678060 10.9349272 10.7996704 10.0744733 9.0632357 5.5620623 10.7394817 11.4369564 3.6775421 5.6775392 10.4169305 12.4744525 9.8922321 10.8268956 7.5045767 7.2059183 12.2810230 10.6232083 11.3747742 10.3779791 10.3071258 11.5538201 5.2250281 9.8749451 8.8673640 10.2125155 10.4457236 10.5853544 10.7956818 7.2854383 4.2625008 7.8390860 3.5620592 13.8125579 9.9011698 9.8123606 3.7319869 8.8892256 9.8944717 -1.0229766 8.3012351 7.1268469 11.5191642 4.5316871 8.2967717 TCGA-AH-6549 66 0 NA 532 rectum NA t3 nx mx male 2010 NA no rectal adenocarcinoma NA rx NA NA NA NA NA 5 5 5 3 4 2 1 2 1 6 0 0 0 0 4 0 0 0 4 0 0 4 4 1 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 2.878256e-06 1.595178e-06 24.812030075188 21.8045112781955 15.7894736842105 30.0751879699248 7.5187969924812 10.169893 9.377942 11.857425 6.879587 14.051574 4.859905 7.489101 13.322073 13.626524 11.829995 9.237044 9.802806 -1.647919 5.899004 9.243134 5.646730 9.605957 10.644719 10.603592 7.323654 11.015446 7.444867 12.736624 8.013888 3.744430 10.194460 10.993936 9.897557 10.055148 8.434459 10.369266 10.195140 10.621821 11.308849 9.310663 2.744419 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.0490775 5.6000378 8.9640569 11.0355432 9.9210161 5.6375117 8.5797259 10.4788144 7.4527725 8.8248006 8.5988505 4.3521088 NA NA 8.4929395 NA 8.9086160 8.2162962 NA 8.1334695 11.3059426 3.5615583 9.3471704 9.8217517 5.4073935 6.1991050 9.8217517 4.3521088 5.9143516 12.5877502 -0.6479195 6.7227980 6.6094979 11.3202367 10.9172120 12.0161127 10.0654964 4.3293891 11.2141738 5.1452250 10.2975537 8.2879820 9.5062951 13.2435723 11.8010005 3.5878330 9.797642 11.321317 -1.647919 12.643209 10.132650 11.319516 7.660449 10.763356 5.270974 9.869779 11.595730 13.716279 13.345402 7.536985 11.829995 4.374476 9.703049 10.979416 1.522056 10.827590 7.116981 12.330820 4.352109 10.545546 10.644719 7.279888 13.068018 9.342214 9.772070 4.500840 11.316270 11.437084 0.937043 10.293891 10.747912 10.507244 12.468373 8.408748 12.839824 14.711840 11.702911 8.996867 8.270973 9.495493 8.949231 13.060008 13.729727 11.657734 7.499315 10.151392 7.463246 11.51513053 11.37690330 0.67400861 9.37794167 12.28312439 11.85742526 9.51198129 9.62240531 10.06592594 15.67187860 8.63403996 7.43425875 11.28284727 9.24237409 9.09862431 10.42925943 11.20405413 9.36569779 15.05631077 9.34221382 10.47623120 10.03773473 9.83642929 8.90477911 4.63751171 11.94585116 10.34327745 9.57852214 9.52703553 10.58872213 10.87787536 9.86822360 10.61713885 11.76560560 9.97416174 11.55496991 NA 8.35633047 9.41348111 10.22670708 7.27395128 13.11749962 9.70304912 7.40195807 8.66499297 9.05168233 9.04907745 9.80332101 7.67178235 6.35211054 11.00203968 9.64039932 4.10700151 4.21009269 8.10532660 -1.64791949 10.64471911 9.25523870 5.17228748 10.96911810 8.92291438 9.71185949 10.22247458 0.67400861 10.04690313 14.45133442 8.88251620 9.83944758 11.01544565 10.71952470 10.48428830 9.97781869 2.93708069 11.17527808 10.00819959 NA 6.71843150 5.31789373 12.76309117 11.11179008 10.19446028 7.74455603 6.35211054 13.60938724 11.29956424 11.44552746 10.43459164 10.19513976 11.77272810 4.81154296 9.76150087 9.13919626 10.31825481 10.20931335 10.82022476 10.62182102 -1.64791949 0.35208051 8.42741510 4.46063118 13.58171736 10.49134145 9.17069198 -0.06295699 8.59675927 10.15139157 0.93704301 8.95109293 8.51952814 12.58939458 5.56156443 8.28136814 TCGA-AH-6643 50 1 1314 NA rectum stage iiic t3 n2b m0 male 2010 NA no rectal adenocarcinoma NA r0 8 NA NA NA 4 4 4 4 3 3 2 1 3 3 7 0 0 0 0 0 0 0 4 0 0 0 4 0 0 7 0 0 5 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4.334723e-06 2.115345e-06 29.7872340425532 9.57446808510638 11.7021276595745 42.0212765957447 6.91489361702128 10.259144 9.346515 11.278537 6.899769 13.544159 3.992877 7.853620 14.717312 13.022472 16.979969 8.000372 10.531175 -1.176903 6.805946 9.679378 4.466810 10.253405 10.603493 10.009067 5.051772 10.454585 8.135836 12.826383 8.294628 9.337667 10.804877 10.881283 10.573241 8.898432 8.574681 10.460936 10.122739 10.558509 11.406506 9.863927 3.523399 1.0388000 1.0388000 -0.0019399 0.4663900 0.4663900 0.4663900 0.0026977 -0.4455500 -0.4455500 -0.0246610 -0.0246610 0.4434200 0.4434200 0.4434200 0.0111210 3.6569000 0.6727000 0.4602400 0.4602400 0.4602400 0.0000000 0.0000000 -0.4570500 -0.4507600 -0.4549200 -0.0400730 0.0125160 -0.0031859 -0.4543600 -0.4543600 -0.4543600 0.1333200 0.1446500 -0.0019399 0.4139600 0.3063300 0.4735800 0.4663900 0.0026977 0.0026977 -0.4455500 -0.0246610 -0.0772120 -0.0772120 -0.3162200 -0.3162200 0.0111210 0.0111210 -0.4419900 -0.4383200 -0.4383200 -0.4383200 -0.4383200 -0.0135400 -0.3849300 -0.3161100 0.0262330 0.0000000 0.000 0.000 -0.446 -0.446 0.000 0.000 0.443 0.000 -0.316 0.000 0.000 -0.289 0.153 -0.438 -0.438 0.000 0.000 -0.451 0.588 0.460 0.460 -0.316 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.133 0.133 0.000 0.000 0.306 0.306 0.466 0.466 0.373 0.000 0.000 0.000 0.000 0.000 -0.446 -0.446 0.000 0.000 0.443 0.000 -0.316 0.000 0.000 -0.289 0.153 -0.438 -0.438 0.000 0.000 -0.451 0.588 0.460 0.460 -0.316 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.133 0.133 0.000 0.000 0.306 0.306 0.466 0.466 0.373 0.000 0.000 0.000 8.195818 5.089740 8.746281 8.633525 11.101983 3.070887 8.771320 10.156108 7.488288 4.910416 7.856376 4.604315 2.523386 -1.176903 9.999749 NA 7.550873 7.646320 -1.176903 8.654260 11.026607 2.523386 8.673140 9.389007 4.655844 6.515325 9.443173 5.834180 6.777149 12.100676 2.282380 NA 8.863243 10.815891 11.373459 11.074139 9.646320 3.282380 10.785021 6.374393 11.163916 8.954951 10.264860 13.089294 12.115993 3.349026 10.800233 10.880606 NA 12.189821 10.653864 11.848092 8.140366 9.546614 3.144878 10.893745 8.468611 13.870886 14.029586 8.308782 16.979969 4.705596 8.813057 11.283665 -0.177066 10.108933 4.282388 13.090398 5.422865 10.365017 10.603493 7.931477 12.998892 10.234464 9.204496 4.565500 13.111098 10.330748 -0.177066 10.174444 10.176651 11.404153 13.243374 7.466809 13.279692 14.363718 11.857752 9.561890 8.977771 8.878235 8.854999 11.692739 14.171612 12.481685 8.286477 10.253928 7.808795 11.652081 10.933436 -0.177066 9.346515 11.356283 11.278537 9.836276 9.212046 9.612486 14.805924 9.284432 8.424724 9.138103 7.495379 9.125592 10.825416 13.245872 8.861543 13.854180 8.848092 9.876200 9.874162 10.214196 7.385195 0.822934 11.498028 10.890387 7.702536 9.701004 10.375622 9.915049 7.796650 9.138103 11.381134 10.316808 12.036441 NA 8.597740 9.132429 10.352383 6.920985 14.068840 8.813057 7.952236 8.755168 7.875521 8.615743 9.988488 9.301723 8.144881 7.693318 11.131861 -1.176903 1.407897 6.623852 NA 10.603493 8.615743 4.910416 11.014937 9.194730 10.409793 10.154430 NA 10.710174 14.186609 9.433055 10.234993 10.454585 10.947074 9.992878 8.584504 3.144878 11.826998 9.991374 2.144895 4.800232 0.822934 12.326779 10.995380 10.804877 7.523393 6.544053 12.845494 10.107777 10.224899 10.259144 10.122739 12.001618 4.889040 9.696397 8.775694 11.066722 11.718149 11.644129 10.558509 NA NA 8.327931 3.346517 14.027257 10.035449 9.309788 -1.176903 9.046737 10.253928 3.144878 9.133566 8.367917 12.124306 4.180506 4.931475 TCGA-AH-6644 73 0 NA 838 rectum NA t3 nx mx male 2010 NA no rectal adenocarcinoma NA NA 0 NA NA NA 4 4 4 4 1 3 1 2 NA NA 7 0 1 0 0 4 0 0 4 0 0 0 0 0 0 7 0 0 0 0 1 0 0 4 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 3.675845e-06 9.363002e-07 39.5522388059701 11.1940298507463 10.4477611940298 31.3432835820896 7.46268656716418 10.371556 8.578562 10.975795 7.474903 14.050958 3.974832 7.563223 14.328066 13.801060 11.676854 8.380822 9.901507 2.304978 4.054996 9.279132 4.752438 9.353341 10.668914 9.952109 6.503757 10.973218 7.681597 12.958230 8.510882 9.237864 10.947522 10.370088 10.912645 9.990842 8.869481 10.272859 10.110675 10.176463 11.039072 9.793914 3.369103 0.7570000 0.7570000 0.3711700 0.6191500 0.6191500 0.7889100 -0.0031859 0.0000000 -0.0104800 -0.0190400 -0.0190400 0.7364400 0.7364400 0.7158900 0.9332500 0.0253470 0.0296060 1.1654000 1.1654000 1.2203000 0.1477100 0.1477100 -0.0047079 -0.0047079 -0.0047079 -0.0019399 -0.0310670 -0.0221950 -0.0343590 -0.0343590 -0.0343590 0.3618200 0.3618200 0.3711700 -0.4606700 0.7440400 -0.8954900 0.6191500 -0.0031859 -0.0031859 -0.4456600 -0.0273090 -0.0077482 -0.0077482 0.0073609 0.0140510 0.3268900 -0.3314400 -0.4137300 -0.4239600 -0.4239600 -0.4239600 -0.4239600 0.0417410 1.1654000 0.3404700 -0.4047300 0.1477100 0.000 0.000 0.000 0.000 0.000 0.000 0.736 0.000 0.000 0.795 0.463 -0.401 0.000 -0.424 -0.424 0.000 0.000 0.000 0.757 1.165 1.165 0.340 -0.405 0.000 0.000 0.000 0.000 0.000 0.000 0.362 0.362 0.371 0.371 0.750 0.750 0.619 0.722 0.386 0.386 0.148 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.736 0.000 0.000 0.795 0.463 -0.401 0.000 -0.424 -0.424 0.000 0.000 0.000 0.757 1.165 1.165 0.340 -0.405 0.000 0.000 0.000 0.000 0.000 0.000 0.362 0.362 0.371 0.371 0.750 0.750 0.619 0.722 0.386 0.386 0.148 0.148 7.8113304 6.2292514 8.6464464 11.0701511 10.6657254 4.7281872 8.6021027 9.9644874 7.1674743 8.4875981 9.6585259 4.4305061 NA -0.1544096 7.1493275 -1.1545702 8.2052957 7.5215031 NA 8.4528767 11.6303857 5.0353688 8.9566819 8.9183490 4.1309473 NA 9.4721681 5.2884915 6.3212805 12.5661113 2.4304994 0.4304994 6.2118688 11.4609462 11.1352771 11.7644096 9.8476581 5.3049782 11.2994755 5.4470931 10.6851439 7.9647729 9.9303547 12.8456204 12.1887321 4.3806671 10.696124 11.166629 -1.154570 12.247226 10.878281 10.325327 7.185397 10.240009 5.545987 10.324316 10.827827 13.017974 13.410768 8.321280 11.676854 5.845545 10.324316 10.603353 2.430499 9.779974 4.728187 12.887890 6.271810 10.694951 10.668914 9.337400 14.197728 9.967727 9.578562 3.923216 9.133259 10.880345 2.845550 10.404445 9.914996 10.804824 12.154454 9.273907 12.611143 14.271739 11.179820 8.231409 9.037839 9.185396 7.911636 12.527553 13.720480 11.664210 6.566646 10.211869 8.220586 11.9770819 10.8238994 -0.1544096 8.5785618 11.2151438 10.9757952 9.3100922 8.9927514 9.0403031 14.3457033 7.5179717 6.5870139 9.5870133 8.3943684 9.0982119 11.3458904 11.1867873 9.1292830 14.6134205 8.5091044 9.1367172 9.9055668 9.9651361 6.7281899 6.2884896 11.7218715 10.9933873 9.5390333 9.6520960 10.1640892 10.1618280 9.4685774 9.1436090 11.3250741 10.2052960 11.9579517 NA 9.3866431 8.8084423 10.4258049 8.3453924 14.1896342 10.3243160 6.2118688 8.9566819 10.2744300 9.1447543 10.2691876 10.6660844 6.4528771 8.1964856 10.1997958 1.6529224 NA 7.7880612 -0.1544096 10.6689136 9.9042146 5.3049782 10.9485063 8.8637465 9.8040991 10.5095492 -0.1544096 10.5059881 14.0536283 9.2378639 10.0390718 10.9732183 10.7685024 10.1453268 8.8370684 3.6528995 10.1111615 9.6522572 2.0154619 6.4965982 4.7997453 12.4506786 9.4239191 10.9475221 8.3614236 6.9062424 12.5820540 9.6577238 10.0827563 11.0003645 10.1106750 12.2393391 4.6784382 9.9082671 8.4930048 11.0427631 11.1481853 11.0495061 10.1764633 3.9748321 2.6528995 8.0602295 1.8455503 14.1504681 10.0310413 9.1787017 -0.1544096 9.1358188 10.2118686 3.8899407 8.5853269 6.7997427 11.6782387 4.5459869 7.0839515 TCGA-AH-6897 48 0 NA 804 rectum stage i t2 n0 m0 male 2010 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 5 4 1 5 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1113913 7.9936200 11.3098988 6.9634579 14.1870744 4.8726022 7.5325289 13.4170976 13.9738448 12.7010583 7.7405006 8.8797998 NA -0.7712736 9.6391996 4.7523097 9.4247355 10.3385788 10.5769231 6.3267800 10.6221387 7.7986040 12.6325592 8.1386415 4.9291897 9.4575670 10.9024990 10.3476893 9.4259649 7.9223400 9.8526297 9.5710897 8.9204919 10.4024253 9.0882831 1.2287264 -0.0073339 -0.0073339 0.0079175 -0.0176660 -0.0176660 -0.0176660 -0.5093900 1.2353000 0.4417200 0.0000000 0.0000000 0.9781200 0.4361400 0.4361400 -0.0468540 1.2179000 1.2179000 0.8564000 0.8564000 0.8564000 0.1121300 0.0703860 -0.0073339 -0.0073339 -0.0073339 0.4186000 0.0124330 0.0125160 -0.0159960 0.0051359 -0.0445510 -0.0105640 -0.0105640 0.0079175 -0.0112470 0.4563200 -0.0176660 -0.0176660 -0.0056757 -0.5165500 0.4417200 0.0000000 -0.0111980 -0.0127840 -0.0027707 -0.0027707 -0.0286280 -0.0150360 -0.5618600 -0.5133300 -0.5258300 -0.5258300 -0.5258300 -0.0851920 0.4505400 -0.0231550 0.4151300 0.1121300 0.000 0.000 0.442 0.442 0.000 0.000 0.436 0.000 0.000 0.000 0.000 -0.562 1.218 -0.526 -0.526 0.000 0.000 0.000 0.000 0.856 0.856 0.000 0.415 0.419 0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.442 0.442 0.000 0.000 0.436 0.000 0.000 0.000 0.000 -0.562 1.218 -0.526 -0.526 0.000 0.000 0.000 0.000 0.856 0.856 0.000 0.415 0.419 0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 8.2758721 2.2287571 9.2399756 8.9836358 9.2160122 2.5506791 7.3372731 10.2252218 6.8581054 7.4136237 7.4955345 2.3986787 NA NA 6.7986040 NA 9.7948023 8.3188605 -0.7712736 8.6778968 10.5619036 1.5506544 9.5118366 10.2223943 6.8726047 5.1561701 9.9274529 3.3986787 4.2731429 12.6645487 0.2287264 2.3986787 6.5141507 11.8581049 11.3876735 12.4542570 9.6092094 3.6881804 11.1986420 5.3986719 8.6571083 7.8983420 10.5370872 13.2356809 12.0679521 3.1528486 9.939555 10.836079 NA 11.885173 9.928321 11.143507 8.099113 9.432096 4.476673 9.452750 12.945996 13.798129 13.475340 6.149637 12.701058 2.398679 7.667540 11.099883 1.550654 11.218143 4.476673 11.593977 3.872602 10.106799 10.338579 6.408658 12.620931 8.135639 9.514150 5.922096 8.769845 10.729590 NA 9.524517 10.139391 10.009288 12.154303 7.016651 13.584306 14.816776 10.903823 9.202919 7.779495 8.302890 8.443067 11.698644 13.084006 11.273815 8.259416 9.752310 7.728594 12.0346936 10.8193353 NA 7.9936200 11.6119125 11.3098988 8.8489681 8.7206013 9.1771155 15.0696975 7.3424907 6.9969321 10.2799572 8.9099867 9.0393199 10.8118310 10.2921433 10.1520980 14.5920959 8.6943147 10.0898351 9.3746805 10.2745079 8.5619035 5.9566677 11.9421348 10.3201836 11.3055638 9.4185728 10.0513191 10.2308600 9.9823829 10.3022204 10.7300879 10.6226749 12.3567538 NA 8.9309209 9.1474922 9.6027009 6.5416310 13.2409363 7.6675402 6.5685976 7.1535612 6.5596646 9.7842961 9.8707999 8.7004234 5.0867286 10.3398840 8.0264100 0.8136889 2.2287571 5.8286620 NA 10.3385788 9.9161240 2.6881804 11.3135566 8.9169985 9.7405009 9.3695779 2.2287571 10.3650986 13.6907392 8.3294107 9.1098622 10.6221387 9.7775701 10.2088879 9.4136235 3.7523097 10.6043307 10.7803508 NA 4.0867328 6.0742378 12.3366192 10.2566543 9.4575670 7.3055638 7.0804978 13.0228595 11.1546735 11.5464435 11.0513191 9.5710897 12.4980211 2.6881804 9.9073484 7.8833844 10.0101079 10.4707314 11.0878947 8.9204919 NA 0.2287264 8.1176135 3.6210672 13.5763696 9.6830476 9.2497281 -0.7712736 8.3429071 9.7523102 -0.7712736 8.6820188 8.2483389 12.3205142 3.9291850 2.8137094 TCGA-AH-6903 46 0 NA 592 rectum stage iiib t3 n1b m0 male 2010 NA no rectal mucinous adenocarcinoma NA r0 3 not hispanic or latino NA NA 5 2 NA NA 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.616014 8.736492 11.356659 6.821104 14.121143 5.272210 7.643168 14.382975 13.111804 12.110092 7.946382 9.149107 1.254292 6.851224 9.568079 4.424217 9.720672 10.625630 9.628459 10.588339 11.111182 8.415169 12.883555 8.245244 3.739719 11.151984 10.309843 11.500080 9.392305 8.800474 11.295127 10.085102 10.406321 11.803496 10.190044 2.391795 -0.00055444 -0.00055444 0.00930980 -0.00304750 -0.00304750 -0.00304750 -0.00152430 -0.00387790 -0.00387790 0.00972760 0.00972760 -0.00070853 -0.00070853 0.00791750 -0.01986300 -0.01340200 -0.01340200 0.52993000 0.52993000 0.52993000 0.00958830 -0.01532900 -0.00055444 -0.00055444 -0.00055444 0.00305220 0.01181800 0.01181800 0.01209700 0.01209700 0.01209700 0.00458000 -0.59556000 -0.00688610 0.00930980 0.01028500 -0.00304750 -0.00304750 -0.00152430 -0.00152430 -0.00387790 0.00972760 0.00124810 0.00124810 -0.00691950 -0.00691950 -0.01986300 -0.01986300 -0.01340200 -0.62798000 0.04797800 -0.00816240 -0.00816240 -0.02862800 0.52993000 0.00055459 -0.02562000 0.00958830 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.53 0.53 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.53 0.53 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 8.78567086 4.32468101 8.53784078 8.91321495 9.89272525 2.51732609 6.92104590 9.72840082 7.90534127 9.25822893 8.15273964 5.38357298 NA 5.03039347 9.61228117 -0.06763641 8.62497672 8.08970841 NA 9.24581127 11.33962907 4.93236359 9.21718539 10.15937551 5.35021434 5.25356955 9.86642075 4.92104590 7.83171830 12.31255176 3.86309597 8.23842289 6.86309845 10.88928188 11.23628470 11.54868038 9.98289022 5.58341378 12.21247377 5.85461908 10.21747442 8.97663916 10.02511838 12.30649127 12.48557058 3.61015671 9.641445 10.579145 NA 11.919981 9.554413 10.741728 7.498415 9.719856 3.217758 10.124037 11.570684 13.378152 13.389293 7.064218 12.110092 3.863096 8.153948 11.311604 1.632780 9.811562 5.071913 12.773483 7.046104 10.340426 10.625630 6.796547 13.008049 9.421206 8.813475 5.403629 12.043415 11.153495 -2.067939 9.464230 10.861805 9.981189 12.140519 7.988999 12.741979 14.854703 11.112737 8.214291 8.366990 9.019824 8.327895 11.940790 13.061725 11.389472 7.097268 9.886194 7.895257 11.45983829 10.47901466 -1.06763641 8.73649224 11.94934364 11.35665884 9.62017436 9.53227410 9.78800847 16.01909313 9.16418238 7.64316786 9.86826296 9.13264701 9.49173828 10.24013136 11.45886052 9.39781045 13.99927033 8.77077752 9.20207239 9.85122449 10.46836562 7.41416091 5.70054514 11.54959915 11.38511730 10.30685746 9.31768439 9.78839763 9.13325988 8.20514273 9.55943904 12.00189497 10.57734413 12.31942745 NA 8.48310796 8.53598760 10.93095173 10.02841748 13.51203078 8.15394818 9.27276787 6.44015657 7.56898593 9.14546552 10.20031835 11.08970821 6.60124635 7.69889007 8.95888471 NA NA 6.08717852 2.45591240 10.62563041 10.06293186 3.60478300 10.95143073 9.68139269 10.09033979 11.62748081 0.25423121 10.37789353 14.12557861 8.78332929 9.36019789 11.11118172 10.66091962 9.59858536 9.02048692 5.41617768 11.60853876 10.30209498 -1.06763641 5.98764375 6.53598760 12.62514021 10.76564671 11.15198359 7.31822373 6.34175275 13.44015592 11.15877345 11.55074679 10.16687936 10.08510248 11.82329053 3.35862131 9.94847309 8.61272072 10.62758960 11.42446482 10.91321488 10.40632067 -0.06763641 1.63278005 6.89808740 3.10228859 13.70982210 10.50031738 9.57124960 0.73967531 9.02536938 9.88619391 -1.06763641 8.80964531 7.34175186 11.93438514 4.64660623 6.92954130 TCGA-BM-6198 73 0 NA 646 rectum stage iiib t3 n1 NA male 2010 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 1 2 4 4 3 3 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8228423 8.7788203 10.7522830 6.4069550 13.0111638 1.4159749 7.1384653 13.2097508 14.9397331 11.3044385 8.3840904 9.6620276 0.6790634 6.6018659 9.5596379 4.4516265 9.9237942 10.7074005 10.7266124 12.4197986 10.0576902 8.4691110 13.3580742 8.2614894 5.4339209 9.8514616 10.5849224 10.5427041 8.8933531 8.4454523 10.1302452 7.5203366 9.7927761 8.1735562 8.7106205 3.7945094 0.7455500 0.7993600 0.1654900 -0.4737500 -0.5024900 0.1861500 0.1972400 0.1831300 -0.4617500 0.0978260 0.0978260 0.0914380 0.0914380 0.0914380 0.1390700 -0.4699400 -0.4699400 0.1954200 0.1954200 0.1954200 -0.1434900 -0.1169200 -0.4614200 -0.4614200 -0.4676000 0.1511300 -0.4639800 -0.0836050 -0.4820800 -0.4691900 -0.4691900 -0.4695100 -0.4718400 -0.4975700 0.1804000 0.0000000 -1.2037000 0.1811600 0.1781400 -0.4567200 -0.4612100 -0.0027772 -0.4691900 -0.4691900 -1.2929000 -0.4594000 0.1390700 0.1408700 -0.4699400 -0.4643000 -0.5422000 -0.5422000 -0.5422000 0.0656490 0.1954200 -0.0418450 -0.4691900 -0.1340700 0.178 0.178 0.183 -0.278 0.000 0.000 0.000 -0.469 -0.459 0.139 0.139 -0.470 -0.470 -0.464 -0.464 0.121 0.121 -0.461 -0.278 0.195 0.195 0.000 -0.469 0.156 0.156 -0.464 -0.464 -0.482 -0.482 0.125 -0.344 0.165 0.165 0.801 0.801 -0.293 0.181 0.000 0.000 -0.143 -0.143 0.178 0.178 0.183 -0.278 0.000 0.000 0.000 -0.469 -0.459 0.139 0.139 -0.470 -0.470 -0.464 -0.464 0.121 0.121 -0.461 -0.278 0.195 0.195 0.000 -0.469 0.156 0.156 -0.464 -0.464 -0.482 -0.482 0.125 -0.344 0.165 0.165 0.801 0.801 -0.293 0.181 0.000 0.000 -0.143 -0.143 9.0468127 4.0009645 9.7060185 9.7288826 10.2425481 3.7379247 8.0365863 10.3348629 7.0598560 9.1841838 6.4339209 2.9014172 NA 2.0940671 8.4560151 -0.9058991 8.3324761 7.8655607 NA 8.1411952 10.9551584 0.6790634 8.8117478 9.6486603 4.9014269 5.0248072 9.5637134 7.0129351 7.5978976 12.7196662 5.0248072 7.3932798 7.2336226 9.8202897 11.1000469 10.6151811 9.4012723 4.2639959 10.6873693 6.6115044 10.2752238 9.3139539 10.0855934 12.3769080 11.6505776 4.1772880 9.947381 10.294970 NA 11.147319 10.496551 9.957483 6.625453 10.911855 5.617633 10.404116 12.280805 12.636862 12.747364 8.442534 11.304438 7.933275 8.961350 11.781010 1.415975 9.488534 5.835538 13.125342 4.451627 10.394424 10.707401 8.964436 13.896083 10.018884 7.875431 4.999278 13.352785 10.340218 1.901417 11.192762 9.875431 11.214309 11.534422 9.768264 11.341999 14.159117 11.978051 8.972306 9.089839 8.850628 9.336055 11.611495 14.255046 11.861987 6.701402 9.446115 8.349100 11.4190958 11.0211087 NA 8.7788203 11.0017133 10.7522830 9.3216876 8.8965879 8.9628940 14.3737895 9.6293470 6.5370149 11.1070452 9.6058241 9.4734499 10.7170385 12.0360361 9.4017049 14.5089879 8.9979534 9.0940716 10.8236923 10.0409777 8.9285427 8.2130128 11.6048357 10.6215485 10.9277523 9.6620276 10.2387298 10.4804730 8.9372387 9.4636688 11.1087894 10.0159125 12.6062058 NA 9.7442257 8.8737907 10.6990879 8.9736549 12.0138659 8.9613501 5.9767142 8.3108172 8.7753100 9.2949701 10.1316184 8.3180732 7.0656154 7.4603936 8.9628940 NA NA 8.7050963 0.6790634 10.7074005 9.4450107 5.9014269 11.4818196 9.0277623 10.0329160 9.4171263 NA 10.5834177 14.6863534 8.0770651 11.0989942 10.0576902 11.7331861 10.0777777 7.9364218 3.6790296 10.5442518 10.0855155 -0.9058991 3.1815320 8.3561663 13.0963591 9.8680350 9.8514616 8.3037931 5.8622555 13.0410692 10.5359782 10.2463564 11.1226683 7.5203366 12.1845148 5.6790353 10.8489590 8.7197803 10.6269145 9.5171875 11.3649508 9.7927761 -0.9058991 5.1815359 8.5962669 7.2739802 14.1306744 9.3396242 9.0218495 3.0940671 8.6621036 9.4461150 NA 8.2207759 7.7234282 11.9990824 4.0482711 8.4949508 TCGA-CI-6619 41 0 NA 184 rectum stage iv t3 n1c m1 male 2010 NA NA rectal adenocarcinoma NA NA NA not hispanic or latino NA NA 1 1 NA NA 3 2 2 1 2 1 7 0 0 0 6 0 0 0 4 5 0 4 4 0 0 7 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 4 6 0 2.591273e-06 1.253842e-06 21.2765957446809 9.9290780141844 13.4751773049645 44.6808510638298 10.6382978723404 10.7770070 9.0046112 11.6104215 6.6412295 13.3137128 4.2164238 7.7803258 13.5334354 13.1924597 12.1389124 8.1022539 9.9834578 0.6928735 5.7152317 9.2909155 3.9407869 8.1847162 10.3272203 10.7450913 13.1528708 10.9123340 7.7696785 12.8316947 7.8298540 6.6867078 10.1420116 10.6726454 9.6879234 9.3176584 8.7498798 10.0651839 10.1359205 10.2075770 11.1499873 9.4585635 3.9782689 0.0539480 0.0539480 0.1896500 0.1614500 0.7230100 0.7230100 1.2635000 -0.0167040 -0.0167040 -0.0018014 -0.0018014 0.5380100 0.5380100 0.5380100 -0.0123000 0.1685000 0.1685000 0.6844000 0.6844000 0.6844000 0.0501080 0.0417410 0.0498240 0.0498240 0.0539480 0.0000000 -0.1634500 -0.1653200 -0.2097000 -0.2097000 -0.2097000 -0.0278080 -0.0146410 0.1896500 0.1896500 0.3904800 0.1614500 0.7230100 0.0989970 0.4114500 -0.0167040 -0.0018014 -0.2064700 -0.2064700 -0.2079600 -0.2079600 -0.0123000 -0.0123000 -0.2198500 -0.2146600 -0.2146600 -0.2146600 -0.2146600 -0.2111900 0.6931600 -0.0117490 -0.2124300 0.0501080 0.000 0.000 0.000 0.000 0.000 0.000 0.538 -0.206 -0.208 0.000 0.000 -0.051 0.169 -0.215 -0.215 0.159 0.370 0.000 0.000 0.684 0.684 0.000 -0.212 0.000 0.000 -0.165 -0.165 -0.210 -0.210 0.000 0.000 0.190 0.190 0.390 0.390 0.161 0.723 -0.189 -0.189 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.538 -0.206 -0.208 0.000 0.000 -0.051 0.169 -0.215 -0.215 0.159 0.370 0.000 0.000 0.684 0.684 0.000 -0.212 0.000 0.000 -0.165 -0.165 -0.210 -0.210 0.000 0.000 0.190 0.190 0.390 0.390 0.161 0.723 -0.189 -0.189 0.000 0.000 8.419081 4.996642 9.125405 9.223269 9.742711 3.599758 8.575506 10.627291 8.374101 7.924084 10.032713 9.242648 -1.307216 7.617675 10.182209 -1.307216 9.184716 7.850210 NA 7.921681 11.103314 4.336719 9.105433 10.373223 4.902315 5.184717 9.209548 5.931267 9.335817 12.453479 5.232024 8.966659 7.410540 11.734522 11.020135 12.181958 9.617676 5.152293 10.679644 5.168598 10.079264 8.492323 9.896211 12.839908 11.790237 4.432171 9.877738 11.257727 -1.307216 11.551427 10.029927 10.626185 7.361748 10.265089 5.822146 9.708975 11.485857 13.294866 13.045527 6.780326 12.138912 5.726286 9.114928 10.575506 3.447751 10.299731 7.931268 12.372783 6.393303 10.100131 10.327220 7.503435 12.379473 9.292776 8.837521 4.521189 12.291962 10.773680 2.393306 9.949661 9.529702 10.173148 11.874015 9.508246 12.366282 14.095540 11.326085 8.690042 8.194700 9.406249 8.539920 12.214339 13.379856 11.791701 7.681548 10.141496 7.106491 11.4978007 11.5227838 -0.3072157 9.0046112 11.5545315 11.6104215 9.2778255 8.8789773 9.8520973 14.8717608 7.8998771 7.5320668 10.5709139 8.9407905 9.1594493 10.4998153 10.2997308 9.4897705 14.4414489 9.0282534 9.8659154 10.2349275 9.8279309 8.9932155 7.1563875 11.9327598 10.7086265 11.5308850 10.2080700 10.6295009 10.6787049 7.6013154 9.6808375 11.1298347 10.4066790 11.9845618 NA 8.5891953 9.8187542 9.7207689 9.0591852 13.0217482 9.1149276 6.8777381 9.2617691 8.3635194 9.6221214 9.9637423 8.6042548 7.2397570 10.8317747 10.2541509 7.5098462 5.6353771 8.3617477 0.2778658 10.3272203 9.6456042 6.2551060 11.2288673 9.3679378 10.0164807 9.8863883 NA 10.2276522 13.8866193 9.1897168 9.6109809 10.9123340 10.6401347 10.2927758 9.1033143 3.4477511 11.1128231 10.8934735 1.0147838 7.5816058 7.3185717 12.7934432 10.4237576 10.1420116 7.8552541 6.4807660 13.2866042 10.9473011 10.7941821 10.9162614 10.1359205 11.8974341 6.0679033 9.8221460 8.8789773 11.1520384 10.2095479 11.4620810 10.2075770 2.2778360 NA 8.4072457 4.8826871 13.3776664 10.1961918 9.4233332 0.2778658 9.3624035 10.1414955 0.2778658 9.2684021 7.8118043 12.2202178 5.2927744 9.3203969 TCGA-CI-6620 41 0 NA 1009 rectum stage iva t3 n1 m1 female 2010 NA no rectal adenocarcinoma NA NA NA not hispanic or latino NA NA 1 1 NA NA 3 2 2 2 4 1 7 0 6 0 6 4 0 0 1 4 0 0 6 0 0 7 4 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 4 0 0 0 0 0 0 0 6 0 0 2.843578e-06 1.283078e-06 29.1666666666667 5 14.1666666666667 46.6666666666667 5 10.388572 9.375017 11.820532 6.822873 14.197402 4.647948 6.886353 13.320463 13.002679 12.356708 7.358754 9.981103 2.232906 4.602142 9.997229 2.895884 9.877367 10.818812 10.859228 9.893500 10.989467 7.985570 12.769319 8.525999 4.554841 10.107379 10.864997 10.064217 8.809080 8.962203 10.113514 9.869396 9.777875 8.625228 9.773361 3.505929 0.0056919 0.0056919 0.0094662 0.0102850 0.0102850 0.0102850 -0.0930060 0.0000000 0.0000000 -0.5615700 0.5255500 3.0602000 -0.0237440 0.0155870 -0.0282180 -0.0220580 -0.0220580 0.0036076 0.4520700 0.4520700 -0.0928740 -0.0928740 -0.0503210 -0.0102190 0.0174040 0.0129340 0.0267950 0.0267950 -0.5201000 -0.5201000 -0.5201000 -0.2564600 -0.2471500 0.0094662 0.0336900 0.0686650 0.0102850 0.0102850 -0.0930060 -0.0275350 0.0000000 -0.0153720 -0.5274700 -0.5635500 -0.0027707 -0.0027707 -0.0282180 -0.0282180 -0.5863700 -0.5474400 -0.5363200 -0.5363200 -0.5363200 -0.1019700 0.0036076 -0.0178030 -0.0479360 -0.0928740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 -0.564 0.000 -0.547 -0.547 0.000 0.000 0.000 0.000 0.000 0.448 0.000 0.000 0.000 0.000 0.000 0.000 -0.520 -0.520 -0.256 -0.256 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 -0.564 0.000 -0.547 -0.547 0.000 0.000 0.000 0.000 0.000 0.448 0.000 0.000 0.000 0.000 0.000 0.000 -0.520 -0.520 -0.256 -0.256 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.204454 6.194842 9.246931 8.961964 9.898838 3.969878 8.814111 10.625228 7.086739 5.566812 6.857401 6.751236 -1.352179 6.187107 6.983338 -1.352179 8.464931 7.960831 NA 7.730096 11.186137 1.817869 9.525999 8.805295 5.022989 5.587056 9.300793 4.171511 7.065801 11.884709 4.232914 6.772069 7.787499 10.635212 10.847313 11.420675 9.494222 4.107378 11.516371 5.398019 9.374166 8.544416 10.510198 12.572373 12.109171 3.544708 9.736073 10.575726 -1.352179 10.919994 9.245069 11.071326 8.050960 9.545037 5.590461 10.008795 12.442262 13.434626 13.038184 7.379267 12.356708 5.960831 11.399283 11.097354 2.895884 10.163155 3.107387 12.136667 3.969878 9.737888 10.818812 7.461729 12.102890 8.935660 9.528297 5.226886 9.452079 11.037310 1.647959 9.938543 9.757778 10.491476 11.792925 8.801500 12.517060 13.637643 11.158712 9.050960 7.748610 9.255278 8.958561 11.889037 13.680467 11.778499 7.412820 10.499306 8.249718 11.3705418 11.1282331 NA 9.3750173 11.6006890 11.8205315 9.3910992 9.2263204 10.0327315 15.1598702 7.9217434 7.3927819 9.7294313 7.7512354 9.8128547 11.1977324 10.8917168 11.0780422 14.4162872 8.6772351 9.9743772 9.4784628 9.7881384 8.1517736 7.1909792 12.2531957 9.9194107 9.7842980 9.2972040 10.3313811 10.5823758 7.8812321 10.0929626 11.3540120 9.5533348 12.4420275 NA 9.2460002 8.7616898 9.5889953 9.0721141 11.9023859 11.3992826 5.0229891 8.9653604 9.1277279 10.0710637 9.4569119 8.7018737 6.9100430 7.3203728 9.3910992 0.9698964 NA 7.4358502 -1.3521790 10.8188117 9.2159038 5.7247621 11.2368966 8.7655908 9.7727152 10.2745694 NA 10.8043469 13.8955786 8.9217434 9.1287380 10.9894666 10.5317365 10.0705381 9.4768776 2.9698780 11.2877407 10.8019746 -1.3521790 4.9698780 7.1196228 12.5357395 10.3999102 10.1073794 7.9743773 7.1477941 13.2178034 11.3061592 11.1604413 11.0552155 9.8693960 12.6014167 5.5668121 10.4544973 8.4374812 10.4906910 10.6452225 11.8463928 9.7778747 2.1073866 1.1282274 7.8311115 5.0402656 13.8922744 10.3630518 9.0284089 0.2329063 9.2206480 10.4993064 2.2329063 9.0294907 8.5059286 12.4792550 4.1073782 5.5548375 TCGA-CI-6621 63 0 NA 419 rectum stage iiib t3 n1 mx male 2010 NA NA rectal adenocarcinoma NA NA 0 not hispanic or latino NA NA 1 5 4 4 2 2 2 2 2 1 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2.912934e-06 1.040334e-06 42.6086956521739 17.3913043478261 8.69565217391304 20.8695652173913 10.4347826086957 10.465156 9.328377 11.092192 6.535123 13.652739 4.273314 7.769742 13.272384 13.352039 11.634991 8.084871 10.336766 2.906525 4.868059 9.574486 4.050920 9.685130 10.166401 10.567749 11.614619 11.177751 8.053069 12.990993 8.353834 5.658606 10.492287 10.586754 10.409313 9.475590 8.541570 10.025475 9.917249 10.140406 11.153962 9.772348 6.331032 0.2236000 0.2236000 0.4728900 -0.4366900 -0.4366900 0.4840600 -0.0679930 0.1493500 0.1493500 0.0000000 0.0000000 0.2294700 0.2294700 0.2294700 -0.0370820 0.2199100 0.2199100 1.1412000 1.1412000 1.1654000 -0.0059522 -0.0059522 -0.3756100 -0.3756100 0.2019800 0.1339100 1.1005000 -0.0310860 0.1165300 -0.3747100 -0.3747100 0.0440070 0.0440070 -0.3773000 -0.0598070 0.0421660 -0.4366900 0.4840600 -0.0679930 -0.0679930 0.1493500 0.0000000 0.0408920 0.0408920 -0.3172700 -0.3172700 -0.0370820 -0.0370820 -0.3967500 -0.3813500 -0.3758300 0.7922000 0.8738800 0.1710600 0.2153000 -0.1111600 -0.4104700 -0.0059522 0.000 0.000 0.149 0.149 0.000 0.000 0.229 0.000 -0.317 0.000 0.000 -0.177 0.220 0.416 0.416 0.171 0.171 -0.376 -0.152 1.141 1.141 -0.111 -0.410 0.134 0.134 0.000 0.000 0.117 -0.258 -0.149 0.000 0.000 0.000 0.000 0.000 0.047 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.149 0.149 0.000 0.000 0.229 0.000 -0.317 0.000 0.000 -0.177 0.220 0.416 0.416 0.171 0.171 -0.376 -0.152 1.141 1.141 -0.111 -0.410 0.134 0.134 0.000 0.000 0.117 -0.258 -0.149 0.000 0.000 0.000 0.000 0.000 0.047 0.484 0.000 0.000 0.000 0.000 8.3096578 5.4530236 8.9065338 9.4586972 10.2650115 4.7246939 9.2566588 10.2663989 7.1221302 8.7684368 10.0732915 4.6809713 NA 5.0848722 9.9077198 -0.3413543 8.8558228 8.1584522 -1.3415371 8.5305113 10.4639471 2.9065251 9.4034401 9.8197381 5.6128036 4.3865282 9.3581786 5.3168191 6.9578148 12.5321465 3.3024653 8.2696312 7.7434147 12.6248413 11.4240996 12.4897155 10.0573499 5.0679957 11.2135859 5.8789362 9.8946204 8.6774878 10.1041385 12.6445060 12.2291735 3.8947208 9.985036 11.404281 NA 11.956526 10.269631 10.770068 7.920701 10.253397 5.033648 9.826024 12.204295 13.543492 13.211155 7.469178 11.634991 4.808354 9.785956 11.183148 2.980537 10.065874 4.302465 12.423996 5.635885 10.200187 10.166401 8.262233 12.753591 9.585643 8.858279 4.611408 11.734085 10.591559 2.746076 10.317264 9.938217 10.564745 12.130535 9.855823 12.736423 13.936462 11.236271 9.301560 8.074348 9.578215 8.795597 12.439454 13.225195 11.470555 7.803264 9.833532 7.568500 11.9133396 11.0887974 0.2435472 9.3283772 11.6209600 11.0921917 9.1967951 8.9794069 9.6600144 14.6106645 8.6387458 8.0401494 10.3685516 9.3033639 9.2806580 11.0613519 10.6638799 9.3148075 14.6430025 8.6809741 9.9370557 9.5677493 10.2189390 8.9358937 6.2733163 11.7218328 10.5703727 11.0656084 10.0374429 10.0748760 10.2284618 8.0455899 9.7885332 11.3996518 10.5602274 12.0284585 NA 9.1693704 9.2035707 9.9900831 8.3625098 12.4571793 9.7859557 6.4067985 8.6055125 9.0161584 9.8391370 9.9445863 9.3642386 7.0764586 9.7206525 8.8570513 NA NA 8.7671307 -0.3413543 10.1664009 9.2888735 6.1664001 11.6036842 9.0487751 10.4538342 9.9265633 NA 11.0216459 13.6785444 9.2398069 9.7050483 11.1777510 10.4485474 10.3689822 9.1524618 3.6586114 10.3350042 10.5285200 NA 7.2916017 6.6069737 12.5414403 9.7553214 10.4922870 7.5594727 6.4134942 12.5406761 10.3310316 11.1264665 11.0666706 9.9172488 12.3326882 5.5289713 10.1108475 8.6809741 10.7817577 10.1709616 11.3369863 10.1404057 0.6586457 0.2435472 8.7762234 5.7354220 13.8409618 10.4109869 9.4481399 1.4659745 9.0905007 9.8335320 9.9005894 7.8582788 7.3728520 12.2394537 5.3168191 8.0785666 TCGA-CI-6622 74 0 NA 1362 rectum stage iib t4 n0 m0 male 2010 NA yes rectal adenocarcinoma NA NA 0 not hispanic or latino NA NA 5 2 NA NA 2 2 2 2 NA NA 7 0 0 0 0 2 0 0 4 4 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 2 0 0 0 0 2 0 0 0 4 4 0 0 0 0 0 4 0 0 4 0 0 4.091979e-06 1.699212e-06 32.3529411764706 15.8823529411765 17.6470588235294 28.2352941176471 5.88235294117647 9.864457 8.679197 10.246648 6.692563 14.514258 3.931749 8.420036 13.867807 13.999221 12.018033 8.589961 9.183889 2.083758 3.221258 9.156287 3.891108 9.014490 10.538258 9.857881 11.315694 11.256680 7.800743 13.100561 7.885946 4.283818 9.869695 10.351476 10.247151 8.930497 8.911762 9.872308 9.080379 10.409733 10.945770 9.542364 1.346815 0.00624810 0.00624810 0.00097064 -0.01147300 -0.01147300 -0.01477800 -0.65438000 -0.00636680 -0.00810220 0.00194180 0.00194180 1.18940000 1.18940000 1.18940000 0.63226000 0.01363200 0.00503530 1.19470000 1.19470000 1.19470000 0.02918400 0.01586600 -0.65482000 0.00889200 0.00624810 0.00000000 0.00694350 0.00694350 -0.00235530 -0.00235530 0.00814470 -0.00277070 -0.00277070 0.00097064 0.00097064 -0.00429290 -0.02639400 -0.01147300 -0.66003000 0.01251600 -0.00810220 0.00194180 0.00152550 0.00152550 0.00903120 0.00903120 0.63226000 -0.00110870 -0.65445000 -0.66309000 -0.66309000 -0.66309000 -0.66309000 0.01391100 1.19470000 -0.00277070 0.02244400 0.02918400 0.000 0.000 0.000 0.000 0.000 0.000 1.189 0.000 0.000 0.632 0.000 -0.654 0.000 -0.663 -0.663 0.000 0.000 0.000 0.000 1.195 1.195 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.189 0.000 0.000 0.632 0.000 -0.654 0.000 -0.663 -0.663 0.000 0.000 0.000 0.000 1.195 1.195 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.696990 4.083749 9.229430 8.875567 9.917908 2.346787 7.409283 10.497804 7.229430 8.659670 11.794387 5.795247 -1.238204 6.556241 8.192277 -1.238204 8.164837 7.854582 NA 7.800743 10.401617 3.083758 9.064464 10.029782 3.569175 4.990642 9.792492 4.154146 9.239583 13.158697 2.462262 7.405681 6.795247 10.762881 11.520256 12.558473 10.111659 4.188092 11.052598 5.065607 9.236545 8.543643 10.843641 12.539458 12.221384 2.516721 9.9355017 10.5196312 NA 12.3550990 9.7348044 10.0983311 7.0656057 10.8322810 3.5167086 9.6558845 12.1895303 13.2440653 12.7041558 7.3048560 12.0180333 2.6687092 8.2912550 10.5129502 0.7617959 9.3930017 2.6687092 12.3128118 4.9906418 10.2691238 10.5382576 6.8492875 13.7862284 8.7490887 9.2466475 3.5921819 12.1844150 10.1199262 -0.2382041 9.8143926 9.2416047 10.2932061 11.6808741 7.0286111 12.0810733 14.0246047 10.8846526 8.2853865 7.7869642 8.5167121 9.2961274 12.5162946 13.3443194 10.9242096 6.3911817 9.9007363 7.3087195 11.6760228 10.9317496 NA 8.6791968 11.4715546 10.2466475 8.7924916 9.2324835 8.4128763 16.0562743 7.7391048 7.3240671 10.2104572 8.9355016 8.2951545 10.8988157 11.2304486 9.3078604 14.6226933 8.2171517 9.6536082 10.2486596 10.5796077 7.2456402 6.0379488 11.5594861 10.1706850 11.1403904 8.9870320 10.3746931 9.9058455 9.9182110 9.5723963 11.2458922 10.2263703 12.6455800 NA 9.4448192 9.2140658 10.1243164 8.8936816 13.8050228 8.2912550 7.7730521 7.8252196 7.6717180 10.3349984 10.1122113 9.6903429 6.6866364 7.0971251 8.6626915 NA NA 6.3765352 NA 10.5382576 9.1083384 4.5947157 11.5947146 8.5431842 10.3019526 11.0509789 -0.2382041 10.4553115 14.0279889 8.7276087 9.7497991 11.2566802 10.4704774 10.2646564 9.0518435 4.0472243 10.6873790 11.0914135 NA 3.8062209 6.1193769 12.7365976 10.4978036 9.8696955 8.0938163 6.4760706 12.4484345 10.2656503 11.1736004 11.0443339 9.0803787 12.0621771 3.6687205 10.3168930 8.4812134 9.9718871 11.3751537 11.1113823 10.4097327 NA -0.2382041 8.2320769 6.3984496 13.8610491 9.9454599 9.4956874 NA 9.7284598 9.9007363 5.7160196 7.8962507 7.0927413 11.4402046 3.0097592 6.9115718 TCGA-CI-6623 44 0 NA 1443 rectum stage i t1 n0 m0 male 2011 NA NA rectal adenocarcinoma NA NA NA not hispanic or latino NA NA 3 2 NA NA 4 4 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.602122 8.886196 11.171046 6.815591 14.002594 3.820107 7.472593 13.835621 13.551680 12.045796 8.217568 8.652997 -1.501851 3.198620 9.613873 3.668108 9.669981 10.159066 10.640286 11.854218 10.619388 8.342100 12.533236 8.313562 3.627467 10.196449 10.945004 10.493946 9.491825 8.371854 10.161737 9.889959 9.783003 12.687849 9.283631 3.142038 0.3574100 0.3574100 0.3334300 2.0315000 0.4977000 0.5206600 -0.0339500 0.3214100 0.3214100 -0.0156040 -0.0156040 1.4205000 1.4205000 1.2419000 0.1863100 0.3533200 0.0029133 0.9375200 1.6951000 1.6314000 -0.3029400 0.3257600 0.0279190 -0.3759500 -0.3759500 0.0000000 -0.1459200 0.1936000 -0.0764120 -0.0764120 -0.0764120 -0.0304040 -0.0304040 0.3305300 -0.1264200 0.7064100 0.4873300 0.4977000 -0.0339500 -0.0339500 0.3103400 -0.0156040 -0.3849300 -0.3849300 -0.3674800 -0.3674800 0.1863100 0.1786000 0.3533200 -0.3544200 -0.3544200 -0.3544200 -0.3544200 -0.0044853 0.9375200 0.1846500 0.1882800 -0.3029400 0.000 0.000 0.321 0.321 0.000 0.000 1.274 -0.385 -0.360 0.186 0.186 0.350 0.000 -0.354 -0.354 0.000 0.000 -0.376 0.329 1.695 1.695 0.185 0.188 0.000 0.000 0.194 0.194 0.000 0.000 0.000 0.000 0.333 0.333 0.706 0.706 0.487 0.487 0.000 0.000 -0.290 0.036 0.000 0.000 0.321 0.321 0.000 0.000 1.274 -0.385 -0.360 0.186 0.186 0.350 0.000 -0.354 -0.354 0.000 0.000 -0.376 0.329 1.695 1.695 0.185 0.188 0.000 0.000 0.194 0.194 0.000 0.000 0.000 0.000 0.333 0.333 0.706 0.706 0.487 0.487 0.000 0.000 -0.290 0.036 8.36236468 3.62746676 8.76496511 8.86995528 10.21927793 3.25306649 8.36391221 10.30472835 6.76027418 8.67933090 9.09902083 NA 0.08311123 NA 7.32472691 -0.50185127 8.92863118 8.52608486 NA 8.63645062 10.91048391 1.30556202 9.06042115 9.48899172 5.99003133 6.06286213 9.12297420 4.72700010 4.70762970 12.60711151 0.49814873 3.54256761 5.89049533 11.21156523 11.47044057 12.30331799 10.32154596 5.94112275 10.52084130 5.00771578 9.73897011 8.45033740 10.68429295 12.46465443 12.21199482 3.62539909 9.7655507 10.9647651 NA 11.4172283 9.8246083 10.1732536 7.3279011 11.1204594 4.1706061 9.8979906 12.6301161 13.3218943 12.4258641 6.3310692 12.0457963 4.4050666 8.0585113 11.3499278 0.4981487 10.4300243 4.4050666 12.3888230 2.0831453 10.2265244 10.1590660 6.6731041 12.4281768 8.9390479 8.5094061 4.8779013 12.3981021 10.3573252 NA 9.6923200 9.9819945 10.2819955 11.7716830 8.3654576 11.5701438 14.2953331 11.4788539 9.1447375 8.7496613 9.0990208 8.7413527 12.8544931 13.7048879 11.2964541 6.9328065 11.1552738 6.7555659 11.29076570 10.51533508 0.08311123 8.88619589 11.55836800 11.17104604 8.83691508 8.94732747 9.54870768 14.32336089 8.22269252 8.10365814 9.48473188 9.39602416 8.51915855 10.33934987 10.12571257 9.48360802 14.86644645 9.26387925 9.96272455 9.04892547 9.98249810 7.75792198 5.12753424 11.63613047 11.06137497 10.67341641 10.74254254 9.50099381 9.96323496 7.66041883 10.51394221 11.36912133 9.57966214 12.04696453 NA 8.85682980 9.09993108 9.98601878 7.61711993 12.68452514 8.05851132 2.40506656 8.20381096 8.14923040 9.16173681 9.70945866 8.56341976 5.83802899 8.97795903 9.13480337 -0.50185127 NA 7.63772978 -0.50185127 10.15906603 9.38692193 5.23964626 11.39621323 9.75025275 9.43039359 9.97745381 -1.50185127 10.48045932 13.79956775 8.80765502 9.91497629 10.61938843 10.54802724 9.87755715 9.31115818 3.92444199 11.90770226 10.78413570 NA 7.41106773 5.11288775 12.40497540 10.90571206 10.19644930 7.11329314 5.72699738 13.21161895 11.20445890 11.41162920 10.77343027 9.88995929 12.23320580 4.89049533 9.97896895 8.29096896 10.63228412 9.83524307 11.24448312 9.78300279 NA NA 8.18185740 3.89049533 13.32477687 9.57098123 8.76613597 0.08311123 8.73313975 11.15527381 4.54257380 9.45962834 7.20553816 12.10643355 4.64792462 6.58032792 TCGA-CI-6624 53 0 NA 1466 rectum stage i t2 n0 m0 female 2011 NA NA rectal adenocarcinoma NA NA NA not hispanic or latino NA NA 1 1 NA NA 2 2 2 1 2 1 7 0 0 0 0 0 0 0 4 1 0 0 4 4 0 7 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 7.594435e-06 2.67019e-06 11.3333333333333 15.6666666666667 16 35 22 10.945026 9.398005 11.352455 6.926699 14.486627 5.204235 7.239857 13.758863 13.663511 12.413199 8.235452 10.214901 3.740291 4.859587 8.448359 3.882301 9.024412 10.927041 9.866011 13.129787 11.194904 7.932153 12.952594 8.681587 5.341737 10.414174 10.340712 10.396033 9.990829 8.283376 10.410271 10.475028 10.088098 11.982474 9.026963 4.167711 0.2412400 0.1243200 -0.0496950 0.2474700 0.2999500 0.3045700 -0.2189800 -0.1035500 0.3409600 0.1147700 0.1147700 0.7334100 0.7334100 0.7334100 0.0431570 0.0949270 0.0949270 0.3575700 0.3575700 1.2668000 0.0094491 0.0094491 -0.1675200 -0.1675200 0.2412400 0.0625730 0.0890910 0.0000000 0.1442900 -0.2128000 -0.2130500 -0.0365380 -0.0365380 -0.0496950 0.0813220 0.0688080 -0.4906800 0.2999500 -0.2189800 -0.4864900 0.3218900 0.0610790 -0.2023700 -0.4672700 -0.1897400 -0.0134020 0.0431570 0.0979790 0.0949270 -0.1975000 -0.1975000 -0.1975000 -0.1975000 -0.1758800 -0.4833400 -0.2047300 -0.4842700 0.0094491 -0.219 -0.219 0.218 0.322 0.000 0.000 0.733 -0.198 0.000 0.000 0.000 0.000 0.000 -0.197 -0.197 -0.131 -0.023 -0.199 -0.075 0.358 0.358 -0.205 -0.136 0.000 0.000 0.000 0.000 -0.060 -0.204 0.000 0.000 0.000 0.000 0.522 0.000 -0.186 0.305 -0.196 -0.196 0.000 0.000 -0.219 -0.219 0.218 0.322 0.000 0.000 0.733 -0.198 0.000 0.000 0.000 0.000 0.000 -0.197 -0.197 -0.131 -0.023 -0.199 -0.075 0.358 0.358 -0.205 -0.136 0.000 0.000 0.000 0.000 -0.060 -0.204 0.000 0.000 0.000 0.000 0.522 0.000 -0.186 0.305 -0.196 -0.196 0.000 0.000 7.961790 5.727795 8.591389 9.731710 10.508014 4.813042 8.918479 10.176351 6.366121 8.723083 11.134083 6.921224 NA 8.910211 8.376161 NA 8.837955 7.489635 -1.117787 8.620397 10.727403 5.904672 8.476630 10.025050 5.526160 3.899785 9.890734 4.715196 9.900505 12.450380 3.204235 9.107512 8.429200 10.943339 12.058010 12.193202 9.538730 5.596551 10.952664 5.186085 10.996047 8.246702 10.615320 12.704817 12.004324 1.817746 10.391090 10.599553 -1.117787 11.437853 9.932834 10.858153 6.937587 10.090539 6.568806 9.936909 12.945194 13.730390 12.452754 7.176926 12.413199 6.969768 9.523454 10.934873 3.689657 9.771048 3.969768 12.292624 4.789197 10.963123 10.927041 8.575792 12.716578 8.561785 8.718355 4.506989 13.018976 11.354488 2.582749 10.643856 9.491484 10.372655 12.162641 9.998649 12.802192 13.437367 11.483611 9.336604 7.676721 7.540516 8.565299 11.845382 13.304961 11.182057 7.111123 9.977702 7.856719 11.4651526 11.0128755 -0.1176308 9.3980048 12.2461659 11.3524554 9.4794264 9.2660092 10.1069037 15.7826524 8.5494166 8.2831842 9.5792726 9.1561005 8.8837131 10.4974748 11.4488347 8.7766982 14.4223724 8.3273200 10.0844288 9.8211494 8.9763825 7.5896639 8.4078256 11.2954040 10.6119257 11.5999814 10.0244121 10.1929177 9.6438562 7.6982963 9.8942310 11.6759083 10.1642349 12.3326489 NA 8.6636648 8.8949296 10.2895727 9.6136239 12.8661002 9.5234536 7.7557489 8.5369411 9.4407257 10.2562576 10.1349704 8.4535645 6.9537669 8.7951942 9.1906440 1.8822909 NA 8.0893191 -1.1177874 10.9270406 9.4997724 5.7024830 11.1017761 9.6537945 10.1153254 10.1572654 0.4672795 10.0721295 13.5691337 9.9074446 9.4493102 11.1949043 10.0634572 10.1815129 9.4914838 5.4368947 10.0345898 11.1492203 0.4672795 7.5189293 7.6438562 12.3591777 9.4914838 10.4141737 7.3543049 6.7831711 12.0955611 10.7752272 11.7886319 10.3886125 10.4750282 11.2324154 4.9266969 10.4974748 8.4272693 10.4248532 10.2741661 11.1201125 10.0880983 4.4970119 2.6896570 7.8225014 4.4058699 13.4705511 10.1774999 9.5723029 -1.1177874 8.2803217 9.9777019 1.8822909 8.9294289 7.4597341 11.6048990 4.4672664 7.8277485 TCGA-CL-4957 79 1 NA NA rectum NA t3 n1 m0 female 2008 NA no rectal adenocarcinoma NA NA 2 hispanic or latino NA NA 3 5 NA NA 4 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.682737 8.962245 11.377282 6.306262 13.779019 3.061638 7.203415 13.531143 12.911759 11.978688 8.503863 9.845279 0.123004 4.708005 9.208735 4.061638 8.782442 10.076268 11.208071 11.166296 11.109594 8.307917 12.926230 8.007720 6.037764 9.893980 10.482425 10.426441 9.115507 8.371301 9.522497 9.153681 10.067509 11.876676 9.846418 1.860009 0.00524720 -0.00542670 0.00802900 0.00254140 0.00254140 0.01863500 0.00956060 0.40858000 -0.47366000 0.08374700 0.08374700 0.89544000 0.89544000 0.44067000 0.09780400 0.00052702 -0.35375000 1.01270000 1.01270000 1.29590000 -0.03806100 -0.09897200 -0.00888010 -0.49279000 0.03860200 0.00163670 0.02691300 0.47200000 -0.01601700 0.00802900 0.05833800 0.00080437 -0.00025742 -0.00515020 -0.03084000 0.09112600 -0.99712000 0.00254140 -0.36456000 0.03169000 -0.47239000 0.08179100 -0.46602000 -0.48336000 0.02550300 0.03042300 0.09780400 0.09780400 -0.50061000 -0.98648000 -0.97382000 -0.97382000 -0.97382000 -0.10345000 1.01270000 -0.46347000 -0.51879000 -0.03806100 0.000 0.000 0.000 -0.400 0.000 0.000 0.414 -0.483 0.000 0.000 0.000 -0.425 0.000 -0.496 -0.974 0.000 0.362 0.000 0.000 1.013 1.296 -0.483 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.993 0.000 -0.469 -0.469 0.000 0.000 0.000 0.000 0.000 -0.400 0.000 0.000 0.414 -0.483 0.000 0.000 0.000 -0.425 0.000 -0.496 -0.974 0.000 0.362 0.000 0.000 1.013 1.296 -0.483 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.993 0.000 -0.469 -0.469 0.000 0.000 8.905493 4.667364 9.668005 8.833847 9.916373 3.538079 7.915289 10.846702 8.017859 8.914204 10.287948 5.549306 NA 5.238519 8.687826 NA 8.949589 8.269397 NA 8.444969 11.141937 1.538091 9.295469 10.042898 5.029930 3.895632 10.081594 3.930397 7.351860 12.812748 2.997509 5.860007 6.160130 11.015078 11.628687 12.527296 10.290459 3.667359 10.695255 4.708005 9.089787 8.711606 10.464745 12.762436 12.057592 3.316812 9.3654213 11.0643333 -0.4619585 11.8783460 10.0655556 10.4351678 7.6334755 10.6992105 4.9810215 9.1573815 12.3994563 13.2396017 13.1321116 6.6308364 11.9786883 3.8600093 8.3991655 11.1850873 0.1230040 10.9861949 6.2175584 12.4991665 6.1747040 10.0684849 10.0762675 6.1601296 11.9785585 8.6188960 8.9432201 4.9091154 12.2274215 10.7334508 NA 9.8779286 10.0031347 10.4595477 11.7883770 7.3324949 12.4772905 14.3891854 11.0873820 9.3606494 8.6916305 9.0897868 8.1582986 12.2699279 13.4134920 10.6775660 7.1527888 9.9887744 8.1435582 11.8187044 11.9219179 -0.4619585 8.9622448 11.2540406 11.3772824 9.1314696 9.6400542 8.2245791 15.6498249 8.4614062 8.0036450 10.0772374 7.2829123 8.9432201 10.5892876 10.7257400 10.2392031 14.8150390 9.2463002 8.9410908 9.7511828 9.7086296 9.6922638 5.9217838 12.3566608 11.0171010 11.3126598 9.3999410 10.2710939 10.3586565 8.5282677 9.5338458 10.7695999 10.2749033 12.0026205 NA 8.8967299 9.5081341 10.0127985 8.1927145 13.3734382 8.3991655 6.8956310 7.6041677 7.9851617 10.1173945 9.7554306 8.9389579 6.4980801 10.2019212 8.3308689 -1.4619585 NA 8.1267933 0.1230040 10.0762675 9.5153584 5.5267637 11.6765104 9.2428468 9.5933611 10.1486421 1.1230702 10.8019346 13.9891931 8.3324945 8.7692997 11.1095943 10.4846194 10.3937257 8.6347936 3.8956322 9.6007994 9.2840386 1.5380911 3.6255394 5.9131192 13.0270484 9.1088830 9.8939802 7.8052634 4.9131192 13.2929661 11.5581904 10.5984368 11.2510354 9.1536807 12.2665306 5.3324931 10.2753259 8.9517064 10.7722973 11.0718950 11.5424747 10.0675091 -1.4619585 NA 8.7368920 6.3324949 13.5189322 10.0354315 8.5296004 NA 8.9446450 9.9887744 NA 7.1564644 8.0616407 12.0394182 5.0458754 7.5520988 TCGA-CL-5917 71 0 NA 2376 rectum stage iiic t3 n2 mx female 2006 NA no rectal adenocarcinoma NA rx NA not hispanic or latino NA NA 4 5 NA NA 4 4 2 2 NA NA 7 0 0 4 0 4 0 0 4 4 1 0 4 0 0 7 0 0 0 0 0 4 0 0 0 2 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4.508112e-06 2.254056e-06 29.1457286432161 6.53266331658291 9.54773869346734 47.2361809045226 7.53768844221105 10.727220 9.436066 11.286420 7.511723 14.695071 5.367126 6.685574 13.864704 13.183146 12.140722 8.537051 9.082199 -1.007812 2.898982 9.337492 3.799440 8.894462 11.582440 9.835223 6.657423 11.175412 7.746974 13.020252 9.025510 6.726797 10.169506 10.485442 11.188996 10.657423 8.388863 9.844616 9.730247 10.171996 12.011851 9.934601 4.349641 -0.01408000 -0.01935700 -0.01211900 1.55200000 1.55200000 1.63970000 -0.01188700 -0.00456950 -0.00456950 1.09900000 2.04260000 1.53470000 1.53470000 1.44640000 0.65756000 0.03721700 0.03721700 2.29810000 2.29810000 2.98710000 0.08724500 0.25308000 0.05879500 0.02828600 -0.01408000 0.59501000 0.00610900 0.97482000 -0.01009400 -0.02630400 -0.02630400 -0.02698800 -0.02698800 0.04471500 -0.01211900 0.63810000 -0.74291000 1.55200000 -0.01188700 -0.01188700 -0.01409000 0.77733000 0.00000000 0.00000000 -0.00609040 -0.00609040 0.65756000 0.02988800 0.03721700 -0.70397000 -0.72195000 -0.72195000 -0.72195000 0.06007900 -0.03299600 -0.00097017 0.07297100 -0.28323000 0.000 0.000 0.000 0.000 1.098 0.000 1.535 0.000 0.000 0.658 0.658 0.000 0.000 -0.722 -0.722 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.569 0.000 0.969 0.000 0.000 0.000 0.000 0.000 0.000 0.638 0.638 -0.660 0.892 0.000 0.000 0.166 0.166 0.000 0.000 0.000 0.000 1.098 0.000 1.535 0.000 0.000 0.658 0.658 0.000 0.000 -0.722 -0.722 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.569 0.000 0.969 0.000 0.000 0.000 0.000 0.000 0.000 0.638 0.638 -0.660 0.892 0.000 0.000 0.166 0.166 7.388691534 4.418351888 8.258873619 9.391898938 9.695125263 3.746979133 8.211255608 10.407828691 6.992087476 8.925777540 10.556236362 4.922825798 -1.007811664 NA 2.451514458 -0.007956724 7.952088903 7.550507471 NA 9.129077934 10.922084985 2.451514458 8.773446509 8.758615987 5.181909566 2.992079543 10.178820191 3.746979133 3.850069292 13.163185505 2.451514458 2.992079543 5.720007524 11.317392375 11.823592106 12.771498507 10.576579673 6.349639508 12.123860285 5.469602748 10.875875726 9.033458518 9.946283165 12.929275887 12.451518528 3.276005262 9.599417295 11.228998054 -0.007956724 12.703000958 9.854724262 10.715747886 6.946282872 10.434512099 3.577054132 9.849290463 11.480178112 13.135390399 13.175722299 7.205969147 12.140722363 2.451514458 9.245934364 10.209438865 1.314000384 11.051431379 4.799439645 12.251535963 5.786502270 11.274596201 11.582440042 7.008894691 13.054133059 8.367126402 9.126513219 5.362599634 7.467820716 11.095046790 0.992115808 9.622354058 10.457653283 9.841492015 11.858593117 7.397227959 12.629730680 14.231736159 10.639095565 8.685730651 8.084843990 9.840709799 8.560043120 12.754780381 12.922547071 11.203960009 6.766873392 11.253006436 8.218499303 11.505074242 10.955705551 0.577054132 9.436066453 12.098976963 11.286420474 10.036481080 9.763576398 9.469845286 14.792910497 9.113620547 8.542833775 8.990677240 7.963630754 9.210044701 10.698151180 10.853561576 9.223404207 13.853852355 9.082199348 9.589208440 9.201540259 9.872435719 7.599417481 2.898982227 11.941731257 11.367126347 10.160132234 10.816250093 9.711475806 9.662743134 8.613259796 9.709763288 11.333049661 10.147537699 11.759021599 NA 8.776721872 8.449467695 10.186228165 6.692526235 13.334300510 9.245934364 7.331937157 9.063549320 8.628711635 9.414151604 10.115561705 9.088802016 6.036481355 6.599417481 10.333049661 4.969366949 4.240016600 7.809070322 -0.007956724 11.582440042 9.008895251 4.824976555 10.853561576 9.464777706 9.927252038 10.055482013 NA 10.303835191 14.025940048 10.450493502 9.041935345 11.175412136 10.680337193 9.561942595 9.087484057 5.451517755 9.957871225 9.547989374 -1.007811664 7.904976553 3.515649382 12.603918633 9.557188922 10.169506409 7.805868309 6.671566541 12.928540822 10.452542826 10.788532214 10.818635379 9.730246795 11.758201682 4.418351888 9.623264053 8.261213451 11.323003798 10.799844341 10.598954787 10.171996011 NA 0.577054132 6.919806046 6.584544660 13.968382528 10.472877129 9.324123378 NA 8.733402136 11.253006436 9.550507663 8.103222755 8.154478403 12.534151455 3.314014891 7.295868095 TCGA-CL-5918 90 0 NA 218 rectum stage iia t3 n0 mx female 2008 NA no rectal adenocarcinoma NA rx NA not hispanic or latino NA NA 2 4 4 3 4 4 2 2 3 4 7 1 0 0 7 0 0 0 4 0 0 0 4 1 4 7 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 4 5 0 0 0 4 0 0 0 4 4 0 4.123747e-06 2.006147e-06 29.9559471365639 8.81057268722467 13.215859030837 39.2070484581498 8.81057268722467 10.0513010 7.9225779 10.7843803 5.8489208 13.8566286 1.7196216 8.0742544 13.5916005 13.8166271 12.3745718 8.4588557 8.2970662 NA 1.4565959 9.3294320 3.3825981 9.0340319 9.8044458 9.8008991 6.1346748 11.0115756 8.2327073 12.9714158 7.5483033 4.9160371 10.3802277 10.9836891 10.8870556 9.7168171 8.0719015 9.8566286 9.1332655 10.1611984 11.0245592 9.0757227 0.1346152 -0.0629900 0.0000000 -0.0069195 0.5625000 0.5625000 0.6404800 -0.0074720 -0.0059522 -0.0059522 -0.0342230 -0.0342230 0.6155900 0.6155900 0.6155900 0.0188030 0.0545180 0.0354230 2.1922000 2.2064000 2.2064000 0.0744080 0.0233150 0.0211830 -0.0629900 -0.0629900 0.3117000 0.0663280 0.0391950 -0.0055375 -0.0055375 -0.0055375 -0.6953200 -0.7015400 -0.0069195 -0.0069195 0.6513000 0.5625000 0.5625000 -0.0074720 -0.0074720 -0.0059522 -0.0342230 -0.6312100 -0.6350700 -0.4710900 -0.4710900 0.0188030 0.0188030 -0.6794900 -0.6834200 -0.6834200 -0.6834200 -0.7314800 0.4181400 -0.0309500 -0.0604800 0.0172640 0.0744080 0.000 0.000 0.000 0.000 0.000 0.000 0.616 -0.635 -0.284 0.000 0.000 -0.642 0.000 -0.683 -0.683 0.000 0.000 0.000 0.000 0.000 2.206 0.000 0.000 0.297 0.297 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.670 0.670 0.562 0.562 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.616 -0.635 -0.284 0.000 0.000 -0.642 0.000 -0.683 -0.683 0.000 0.000 0.000 0.000 0.000 2.206 0.000 0.000 0.297 0.297 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.670 0.670 0.562 0.562 0.000 0.000 0.000 0.000 9.3058518 2.8351156 9.0946768 7.6225153 9.2691014 2.4565959 7.2844225 10.3997040 8.0142582 9.0325205 9.4026320 3.2221399 NA NA 3.7785345 0.7196654 8.8281619 8.3170693 NA 8.9061646 11.2333651 3.2221399 7.8385787 8.9973125 6.0654129 5.4446505 10.3706892 5.6892628 3.7785345 13.6337734 0.7196654 3.3045987 5.1790691 10.8837064 11.5677388 12.7093868 10.8837064 7.1290285 10.8565176 6.0552065 10.2174893 8.7420237 11.0146411 11.9836382 11.7440846 3.7534976 9.1817990 11.3619901 NA 12.7928865 9.5869163 9.7243261 6.7121032 10.4073048 3.3045987 9.5504169 12.9155223 12.9447445 12.6800015 6.1004584 12.3745718 2.5941185 6.9738787 10.7608403 NA 10.7186979 5.0888709 13.1331773 6.3244992 9.7521424 9.8044458 5.5609411 12.2266062 8.6503747 7.7345877 5.5247595 7.9988612 9.9404189 0.1346152 9.3991177 10.5791723 10.0460670 11.4700654 6.9738787 13.3283544 14.7613092 10.6210072 8.7233896 8.4520876 9.9926560 8.6738338 12.4121077 13.0108082 10.9514667 7.0355414 9.8786679 8.4678305 11.1219390 10.9976997 -0.8653848 7.9225779 11.4338830 10.7843803 9.0004082 8.7438539 9.3170693 14.9787670 9.4611045 8.9209447 10.2888602 8.2587964 9.0157889 10.4350275 10.6370096 8.8526256 14.6060327 10.0355418 9.6474154 9.6174829 9.6873442 8.3586767 2.5941185 12.0071575 11.2815618 10.9723029 10.5275290 9.9620177 9.9201274 8.4805903 10.0639334 11.4722969 8.9242086 11.8993040 NA 9.1994179 8.6718934 10.2068077 5.7785319 13.3461071 6.9738787 5.9548547 7.6385011 6.1233599 9.0917770 9.2287528 8.3401750 7.2742262 7.3967700 9.4189209 NA -0.8653848 8.2168239 1.9420453 9.8044458 8.5097144 5.1119536 12.2888602 8.6950080 9.8237993 9.9980870 1.9420453 11.2493934 14.1268167 7.4700650 9.8141551 11.0115756 10.5307446 9.8987172 7.5053622 5.6265267 11.4764718 10.5136093 NA 6.4745253 1.9420453 12.7055980 10.2353373 10.3802277 7.4437417 5.2639583 13.6258392 11.0004083 10.2267714 11.0676279 9.1332655 11.8807694 4.2221399 10.8608931 8.4061382 10.8761420 10.3831956 12.0417535 10.1611984 -0.8653848 NA 8.0744305 5.6424705 13.5937223 9.7703932 8.1205168 NA 8.6380833 9.8786679 1.1346810 8.5651276 8.0654124 11.9548540 4.0888709 4.1346727 TCGA-DC-4745 49 0 NA 639 rectum stage iiib t3 n1a m0 female 2010 NA no rectal adenocarcinoma NA r0 1 not hispanic or latino NA NA 2 2 1 6 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.2076023 8.1204178 9.8915065 6.3353582 13.4152493 3.4527140 5.5259624 13.9942901 13.3280801 11.3490471 7.5888510 9.1144927 4.9552151 0.4527009 9.7319384 3.1896823 8.7564956 9.8873429 9.9250670 7.3312762 11.0482830 8.8234020 12.9434820 8.2186916 2.1896664 10.7093166 10.3720746 10.5616747 9.0489045 8.1626486 9.5357507 9.6650246 9.5472323 8.2120479 9.5664569 5.1156783 -0.0282180 -0.0282180 3.0134000 -0.0362650 -0.0763090 0.6487300 0.3588800 0.0346770 0.0741210 -0.0639720 -0.0267140 0.8760700 0.8760700 0.8665200 -0.0686630 -0.0674580 -0.0018014 1.3311000 1.3311000 1.3366000 2.3038000 0.1252000 -0.0657750 -0.8953400 -0.0282180 0.7038200 0.5466500 0.5570800 -0.0445510 -0.0499650 -0.0550950 -0.0542860 -0.0825680 -0.1416800 0.0622230 0.0331270 -0.8759500 -0.0763090 0.3588800 0.1682000 0.0741210 -0.0818710 -0.0261670 -0.8184300 0.2449800 -0.1606400 -0.0686630 -0.0792100 -0.0620920 -0.8378900 -0.8394000 -0.8693900 -0.8693900 0.5881100 1.3311000 -0.7910100 -0.2332500 -1.1196000 0.359 0.359 0.000 0.000 0.000 0.000 0.867 0.000 -0.161 0.000 0.000 0.000 0.000 -0.838 -0.838 0.371 -0.217 0.000 0.000 1.337 1.337 -0.133 -0.233 0.562 0.000 0.538 0.538 0.000 0.000 0.000 0.000 0.000 0.000 1.867 1.867 -0.800 0.000 1.363 1.363 0.132 0.132 0.359 0.359 0.000 0.000 0.000 0.000 0.867 0.000 -0.161 0.000 0.000 0.000 0.000 -0.838 -0.838 0.371 -0.217 0.000 0.000 1.337 1.337 -0.133 -0.233 0.562 0.000 0.538 0.538 0.000 0.000 0.000 0.000 0.000 0.000 1.867 1.867 -0.800 0.000 1.363 1.363 0.132 0.132 9.127496 6.302381 9.163521 8.782137 9.926420 4.037681 8.214266 10.618459 6.460208 8.791080 10.013684 2.189666 -1.132262 3.189682 5.845033 -1.132262 9.207602 8.355592 NA 8.967100 10.661762 1.189666 9.632624 9.025099 5.923035 3.115683 10.385422 4.595671 6.294018 12.724470 2.189666 6.475083 6.568192 10.955215 10.801812 11.985558 10.378516 6.719501 11.183346 5.595674 8.927097 8.723181 11.240073 11.349062 11.954552 2.864137 9.2208990 10.2755511 NA 12.0764438 8.2664961 9.0820713 7.5259639 11.3910691 5.1896823 9.4907191 12.1323414 12.5284167 13.0736218 5.7006422 11.3490471 4.0376809 8.2208992 11.3274400 0.8677384 9.7881051 6.1896803 12.8043901 5.7984886 9.5931184 9.8873429 7.2253039 11.9548835 7.9011752 8.2186916 5.0304464 7.4676650 9.3952293 1.6750933 8.9644674 10.0021785 10.2148198 11.3648555 8.1964271 12.5873549 15.4913302 11.0098593 7.9970355 8.6847360 8.7101025 8.8761808 11.0149572 13.2798589 10.1857131 7.7411966 9.3565966 8.4602093 11.6270163 10.6763142 0.8677384 8.1204178 11.0120918 9.8915065 7.8677519 9.0034614 8.0225703 14.8401920 9.0772056 7.0426783 9.4156108 8.4069112 9.1772287 10.7148095 10.8025488 9.9569576 13.8758744 8.9525607 8.5888514 10.1079473 12.0084222 8.4451808 6.1986690 12.5731686 10.8705672 11.5503079 9.2866589 8.6507506 9.0501466 7.9863558 9.8270297 10.7810156 8.5098039 12.6389889 NA 9.1908069 8.0451715 9.8080658 7.6943008 12.4261729 8.2208992 4.7503975 7.9578647 7.4107837 9.7108880 9.3322980 7.7818980 6.4299942 6.6879313 7.9257437 NA NA 6.1251407 NA 9.8873429 9.8852566 5.3434860 12.0387726 8.4676650 9.5401775 9.3002942 1.4527009 10.8578562 14.1713903 8.0893392 9.0288840 11.0482830 10.6783238 9.4156108 9.1321948 4.9121468 9.6400668 10.1344919 NA 1.1896664 4.8450333 12.4703351 9.3373940 10.7093166 7.3066687 5.8564380 13.3786400 11.5864991 11.6472664 11.6996532 9.6650246 11.4107840 4.3596055 10.5290850 8.0551045 10.2840220 11.2087150 10.8814238 9.5472323 NA NA 8.9466636 4.2940178 13.9945776 9.2929681 7.8873431 1.4527009 9.1243501 9.3565966 8.4470683 7.3353582 7.5330883 11.8482488 4.7006395 5.9762766 TCGA-DC-4749 57 0 NA 762 rectum stage i t2 n0 m0 male 2010 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 2 2 4 3 4 4 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.427881 7.683488 10.167806 6.041569 14.377799 2.407353 6.861320 13.634473 14.082586 11.536432 7.396048 8.394154 6.041569 2.822404 8.833628 4.376992 9.280808 10.140944 10.729667 9.145456 10.554569 8.524574 12.814189 7.536647 6.920275 9.942639 10.462646 9.721758 8.903218 7.723630 9.719490 9.648139 10.130171 11.550747 9.318256 2.822404 0.4768600 0.4590100 0.0208680 -0.0018360 -0.0018360 0.3927600 -0.0182500 0.4637800 0.4503700 -0.0533750 0.0178010 0.5012900 3.6569000 0.5589900 0.8788300 -0.0395630 -0.0395630 2.2110000 2.9529000 3.0148000 0.0144350 -0.0554740 -0.6107300 -0.5702700 -0.5538200 -0.0163260 0.0049609 0.0290090 0.5529700 -0.5117700 -0.5288800 -0.0126100 -0.0397870 -0.0419290 0.0208680 0.6004700 -0.4343400 -0.0018360 -0.0408760 -0.0509450 0.4574700 -0.0116230 -0.5594900 -0.5594900 -0.0248330 -0.0248330 0.8537800 0.8788300 -0.5925400 -0.5578000 -0.5576000 -0.5576000 -0.5576000 -0.6206600 0.4728500 0.0336550 -0.1110600 -0.0185250 0.000 0.000 0.457 0.457 0.000 0.000 0.521 -0.559 0.000 0.879 0.879 -0.528 0.000 -0.558 -0.558 -0.609 -0.286 -0.540 -0.101 -0.068 2.348 0.000 0.000 0.000 0.000 0.000 0.000 0.457 -0.495 0.000 0.000 0.000 0.000 0.600 0.600 -0.417 0.000 -0.546 -0.546 0.000 0.000 0.000 0.000 0.457 0.457 0.000 0.000 0.521 -0.559 0.000 0.879 0.879 -0.528 0.000 -0.558 -0.558 -0.609 -0.286 -0.540 -0.101 -0.068 2.348 0.000 0.000 0.000 0.000 0.000 0.000 0.457 -0.495 0.000 0.000 0.000 0.000 0.600 0.600 -0.417 0.000 -0.546 -0.546 0.000 0.000 8.8181683 4.4662551 10.4680595 7.8857964 9.6249175 3.3459640 6.5839523 10.8568562 6.7292917 8.7619803 9.2920430 2.2818466 NA NA 7.8749691 -0.1775554 10.0470058 8.1488304 NA 8.2211448 10.2720657 2.2818466 8.9296182 9.8523784 5.8336289 4.0876920 9.4599316 5.9822726 7.0023098 13.4969796 0.8223631 1.9923334 5.4371112 11.3422830 11.5110885 12.9506371 11.0355053 6.1170217 10.6963757 5.6425803 9.5027606 9.3981389 11.0165423 11.8387463 11.0291102 4.3295614 9.7641822 11.0269722 NA 12.4565315 9.3052090 9.6912236 7.5435005 11.3520757 4.8223987 10.0116079 12.3921380 12.8470213 13.0364925 6.9204327 11.5364319 4.2486639 8.4823970 11.5117439 1.9923334 10.1521974 4.2818318 13.2957897 4.4662551 9.8972115 10.1409439 6.5772883 12.3597408 8.9465224 8.1238974 3.9644079 7.4036018 10.1129960 -0.1775554 9.9549008 9.4734527 10.4895126 11.4476533 6.9973263 12.0108354 13.9817072 11.8923543 9.3321760 8.3381008 9.8797159 8.5621817 12.5104328 13.9456738 11.0454585 7.2232806 9.5554164 7.4444526 11.3104922 11.0894803 2.6297529 7.6834880 11.2251467 10.1678064 8.6989182 9.2920430 9.1600118 14.4524392 8.2211448 7.3922565 10.4761419 8.8053947 9.3941538 10.1919984 10.8554798 9.7569544 14.6371087 9.1204637 8.8530681 10.6012996 9.5772885 8.8763269 5.9309265 12.1472848 11.0291102 11.6803821 10.0035533 9.4895126 10.1583497 8.5449011 10.0886020 11.2017795 8.8558240 11.8289200 NA 8.3903573 9.1611374 9.7619803 7.5400777 12.2549430 8.4823970 7.5332075 7.5638682 6.9923266 8.5604933 9.8280257 8.4644526 6.2402533 8.0269721 8.6216827 NA NA 6.7172185 -0.1775554 10.1409439 9.8110858 3.9098595 10.6369835 8.6989182 9.3528075 9.2653445 -1.1775554 10.2950920 13.4582325 8.0512198 9.7164609 10.5545685 10.5701745 10.2935682 9.1330137 2.9923334 9.8082430 10.8037828 NA 5.9619520 6.0703292 13.1967614 10.0691417 9.9426390 7.2360285 5.7050434 12.3009179 11.1152978 12.1257537 10.6070359 9.6481390 10.6799934 3.2147154 10.5215397 8.0750667 10.2439400 11.5130539 11.2978812 10.1301712 NA NA 8.6147198 6.3998290 14.0560207 8.9374447 7.9619526 NA 8.8845146 9.5554164 8.0891877 8.0047952 7.6103036 11.9457142 3.7292917 4.7050434 TCGA-DC-5337 69 0 NA 792 rectum stage i t1 n0 m0 male 2010 304 no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 5 4 3 4 3 4 2 2 4 4 7 0 0 4 4 0 1 4 0 4 4 0 4 4 0 7 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 6.762168e-06 2.67019e-06 30.2919708029197 10.2189781021898 13.1386861313869 43.7956204379562 2.55474452554745 8.6171067 7.7281382 9.7040845 5.5921610 13.4188566 2.8663343 5.9987867 13.7238971 13.6901312 11.2017257 8.1827037 8.4232836 NA 6.0966329 9.2211779 4.3358191 8.4512977 10.3200808 10.1517376 9.4673918 11.2789866 9.2252400 12.9925434 7.3850643 2.9732439 10.3649544 10.3594209 10.5506794 7.6697213 7.1885404 10.2061853 9.9958402 9.7329009 11.5344021 9.1025335 0.7508637 0.00083195 0.00083195 0.00249690 -0.00719580 -0.00719580 -0.00719580 -0.00788630 0.78891000 -0.00609040 0.00000000 0.00000000 0.11081000 0.11081000 0.11081000 -0.02397700 -0.01670400 -0.01106000 1.41530000 1.36200000 1.41010000 -0.01078400 -0.01078400 0.00083195 0.00083195 0.00083195 0.00861350 -0.53388000 0.00805670 0.00875280 0.00875280 0.00875280 0.00000000 0.00000000 0.00249690 0.00249690 0.00944910 -0.04170200 -0.00719580 -0.00788630 -0.00788630 -0.01519100 0.00000000 -0.00995650 -0.00995650 -0.01615400 -0.01615400 -0.02397700 -0.02397700 -0.01670400 -0.20921000 -0.20921000 -0.20921000 -0.20921000 -0.00802440 1.41530000 -0.01972600 -0.02753500 -0.01078400 0.000 0.000 0.000 0.000 0.000 0.000 0.111 0.000 0.000 0.000 0.000 0.000 0.000 -0.209 -0.209 0.000 0.000 0.000 0.000 1.415 1.415 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.111 0.000 0.000 0.000 0.000 0.000 0.000 -0.209 -0.209 0.000 0.000 0.000 0.000 1.415 1.415 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.9892628 5.4878240 9.6982515 7.8276736 9.1924191 3.0727918 7.5365829 10.6697213 6.9073630 8.0424123 8.0050996 0.1659441 NA NA 9.9772703 NA 9.6243022 7.9340800 NA 8.5124094 11.2854852 1.1658798 9.9382102 9.9415059 4.4138242 6.0238763 9.8938160 6.3054471 7.2848371 12.8335616 2.3358262 8.4114483 6.6335010 11.3355075 11.2704944 12.6150442 10.8056885 5.2744182 9.9912679 5.4138242 9.1025335 9.0963815 11.2437127 11.7154108 11.3710779 1.1367820 8.8330071 9.9900589 NA 11.7195249 8.8680681 8.9521652 7.1993190 10.8007066 4.9472547 9.6436538 12.6847946 12.8947727 13.5365830 6.9140885 11.2017257 3.9732531 8.2400371 11.7224016 0.7508637 10.3808217 11.0366456 13.1563542 4.9732485 9.3445605 10.3200808 6.8732546 12.2642567 8.3181803 8.0485386 5.1006497 12.2513680 9.4244617 NA 9.1460353 10.2619519 10.1938016 11.4909199 8.3729099 12.1111565 15.2025037 11.8545830 7.4833079 8.4373584 8.6129787 8.9651774 11.3541754 13.5515558 10.0424126 7.7204844 9.0347181 7.6776485 11.4745190 10.6806096 NA 7.7281382 10.2652434 9.7040845 8.5344021 9.2848366 8.1993185 15.0558743 8.1142629 7.1545802 10.0106014 8.1771230 9.6537356 9.5101915 11.8405292 9.7788193 15.2473998 8.9619352 8.0113855 10.1258975 10.2848367 9.2874291 5.2102914 12.6756706 10.7247946 11.9092574 9.5784655 8.7806054 9.1545802 8.0441613 9.6314619 10.7319496 10.2279417 11.8402556 NA 8.3408213 8.6314619 9.5024022 7.3898972 12.7243163 8.2400371 7.7508584 6.7658079 5.8241059 9.1084100 9.8541459 9.1316798 6.7204851 9.3898974 8.3507708 NA NA 7.3207139 -0.8341845 10.3200808 9.9090470 5.4696776 11.6776483 9.4639581 10.0892231 10.3028867 0.1659441 9.8321196 13.8624828 6.6088388 8.9257838 11.2789866 10.3747396 9.9603114 8.6294200 3.0727918 10.2776833 9.8341158 NA 2.9732439 4.9472547 12.9488938 10.2427112 10.3649544 7.4232832 4.2102875 12.0154962 11.1219086 12.0637411 11.2457137 9.9958402 10.8232140 4.3753523 10.0347181 7.7508584 10.4725270 10.0712826 10.9365595 9.7329009 2.3358262 NA 9.0448200 5.4138242 14.1169070 9.2413747 8.3028865 NA 8.3532726 9.0347181 NA 8.1374390 7.8383209 11.8715280 3.9207792 4.5921580 TCGA-DC-5869 62 0 NA 943 rectum stage iiib t3 n1a m0 female 2010 NA no rectal adenocarcinoma NA r0 1 not hispanic or latino NA NA 2 3 1 2 4 4 2 2 4 4 6 0 4 0 4 0 0 0 4 0 0 0 4 0 0 6 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 2 2 0 0 0 4 0 0 3.745201e-06 2.184701e-06 25.8620689655172 7.47126436781609 14.9425287356322 44.8275862068966 6.89655172413793 9.429070 8.546332 10.058763 6.562990 13.324744 2.118194 5.323320 14.245086 13.515880 11.555379 8.011675 9.349159 NA 1.948264 9.737813 3.340591 9.004918 10.274147 10.050256 5.992673 11.349426 8.936965 12.960904 8.196207 1.270230 10.353953 10.354485 10.736998 9.395363 8.080343 9.618936 9.916428 9.227890 12.379516 9.802369 3.592134 -0.2105700 -0.1892200 0.5086300 -0.2688900 -0.2688900 0.4126200 -0.0123000 0.9915600 0.3179100 -0.0730760 -0.0730760 0.5355500 0.4935500 0.5190900 0.1434400 -0.0403590 -0.0403590 1.7272000 1.6997000 1.6997000 0.0666240 0.0481200 -0.3103300 -0.3103300 -0.2105700 0.2933400 0.2970400 0.2970400 -0.2568500 -0.2568500 -0.2568500 -0.3072100 -0.3072100 0.5086300 0.4952800 0.3283400 -0.2688900 0.4126200 -0.0123000 -0.0035695 0.3179100 -0.0730760 -0.3417100 -0.3417100 -0.2986300 -0.2986300 0.1586100 0.1434400 -0.0403590 -0.7093400 -0.7049600 -0.7049600 -0.7724200 -0.1527200 1.7366000 -0.0344950 -0.1233000 0.0121250 0.000 0.000 0.324 0.324 0.000 0.000 0.466 -0.342 -0.299 0.143 0.143 0.000 0.000 -0.705 -0.705 -0.153 -0.153 -0.310 -0.310 1.700 1.700 0.000 -0.123 0.293 0.293 0.297 0.297 -0.257 -0.257 0.369 0.062 0.495 0.495 0.328 0.328 -0.269 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.324 0.324 0.000 0.000 0.466 -0.342 -0.299 0.143 0.143 0.000 0.000 -0.705 -0.705 -0.153 -0.153 -0.310 -0.310 1.700 1.700 0.000 -0.123 0.293 0.293 0.297 0.297 -0.257 -0.257 0.369 0.062 0.495 0.495 0.328 0.328 -0.269 0.144 0.000 0.000 0.000 0.000 7.7426955 6.0143687 8.8730925 9.0049176 9.7065031 4.1182019 8.2429007 10.4325993 6.5181354 8.4718418 6.9539043 0.9483018 -1.0516982 0.5332643 6.3405979 -1.0516982 9.2267294 8.3661325 NA 8.6207052 10.8232613 NA 9.4747792 8.9623003 6.2056682 4.4652431 10.1156980 4.4077130 5.3233196 12.9994888 1.2702299 7.1479518 6.1962077 11.2229492 12.0187363 12.7692566 10.8381641 5.2520598 11.0583162 4.8714297 10.1200822 9.1768822 10.5019092 11.8176752 11.9547813 -0.8754072 9.3124145 10.7337323 NA 12.1004063 9.3724461 9.4980645 7.2197426 10.2634294 5.0775635 10.0197422 11.8341669 12.6790684 13.5056239 6.3745440 11.5553790 4.7031672 8.7098310 10.9947218 2.5332394 10.5597659 5.3233196 12.6231342 4.4401350 9.8332135 10.2741475 7.0197419 12.9326984 8.3534212 8.2859020 5.1832404 9.0304291 9.6277600 0.9483018 8.9326984 10.7439137 9.7819606 11.4852555 8.5105225 12.2002060 14.8583398 11.2906324 8.4540916 7.9623003 9.0568043 8.9454593 12.0681937 13.1541495 10.4460669 7.7652636 9.3787325 8.0410370 11.06397386 10.24691525 -0.05169819 8.54633232 11.10436294 10.05876321 8.88049452 9.57490152 9.51623602 14.31490843 8.46791606 7.43612019 9.48743872 8.45409156 9.14057264 9.86042079 10.90647005 9.64770485 14.35159155 8.99403940 9.06592311 8.83397637 10.34702357 8.90828182 5.63477911 12.43159183 11.72861458 10.86937700 10.40617375 8.76526355 9.27807631 8.83776857 10.42198558 11.21623695 10.09612083 11.36870070 NA 8.15285116 8.27919686 9.31022377 7.13810486 12.06511117 8.70983099 6.90247642 8.51623582 7.94263355 8.84158133 9.95810853 8.22672912 6.29700795 9.97482411 8.72141914 6.27919640 -1.05169819 6.31460228 2.75563537 10.27414749 9.00491762 5.17710056 10.89152726 9.69731130 9.87457583 9.69311369 -0.05169819 9.70650310 13.82724082 8.08270631 8.77323846 11.34942604 10.76606298 9.61094823 9.69898693 4.75563537 10.58942850 9.33868536 NA 6.33198461 4.87901954 12.40193634 10.60425771 10.35395321 6.72333056 6.25205985 13.12780026 10.93731952 12.17860059 10.84158141 9.91642828 11.01504179 4.72963978 9.70400200 8.02242108 11.20271805 10.21857522 10.68721653 9.22789050 0.94830181 0.94830181 7.05769287 5.95950820 13.91487545 9.39742842 8.47771051 -1.05169819 8.99362993 9.37873248 -1.05169819 8.70816792 8.77958706 12.42843895 3.11821020 5.81864353 TCGA-DC-6154 57 0 NA 365 rectum stage iva t4a n2b m1 female 2010 NA no rectal adenocarcinoma NA r0 8 not hispanic or latino NA NA 2 3 NA NA 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.599810 9.085519 9.790475 6.419158 14.388327 4.090032 7.559270 13.307017 13.890005 12.978626 8.046557 10.381436 NA 5.411962 8.758211 3.411969 8.557641 9.794630 10.349307 6.996925 11.076446 7.776536 13.027409 7.828803 6.259960 10.015441 11.091443 10.646541 10.168453 8.827654 9.384656 9.384656 9.803593 8.689948 8.952982 4.322693 -0.0059522 -0.0059522 0.6424900 -0.0482070 -0.0482070 1.2757000 -0.0044312 0.5137100 0.5137100 -0.0042929 -0.0042929 1.2150000 3.6569000 1.1901000 0.6684500 0.6112300 0.6749300 3.0757000 3.0757000 2.6722000 0.2172900 0.2160600 -0.7606400 -0.0059522 -0.0059522 0.5931400 0.0091705 0.0033299 -0.0089906 -0.0089906 -0.0162510 -0.0179410 -0.0400730 0.6424900 0.6424900 0.6993300 -0.0482070 -0.0482070 -0.0066432 -0.0044312 0.5872200 -0.0042929 -0.0074720 -0.0074720 -0.0187650 -0.0187650 0.6684500 0.6684500 -0.0579240 -0.7094400 -0.7137200 -0.7137200 -0.7367900 0.4744900 -0.7561600 0.0000000 -0.0294480 0.2172900 0.000 0.000 0.514 0.514 0.000 0.000 1.186 0.000 0.000 0.668 0.668 0.611 0.611 -0.714 -0.714 0.461 0.461 0.000 0.000 0.665 2.091 0.000 0.000 0.593 0.593 0.000 0.000 0.000 0.000 0.000 0.000 0.642 0.642 0.659 0.659 0.000 0.000 0.000 0.000 0.217 0.217 0.000 0.000 0.514 0.514 0.000 0.000 1.186 0.000 0.000 0.668 0.668 0.611 0.611 -0.714 -0.714 0.461 0.461 0.000 0.000 0.665 2.091 0.000 0.000 0.593 0.593 0.000 0.000 0.000 0.000 0.000 0.000 0.642 0.642 0.659 0.659 0.000 0.000 0.000 0.000 0.217 0.217 8.822033 5.996926 8.537945 8.456357 9.411061 1.575458 7.375437 10.496453 6.779335 8.710621 9.465074 1.575458 NA NA 3.722302 NA 9.493473 8.655327 NA 9.441416 10.614773 3.897386 7.736773 6.938032 6.227539 3.522997 10.493047 4.790475 5.887048 13.976113 1.768121 3.575458 6.080990 11.169786 11.651514 13.482299 10.636544 5.322696 10.775814 6.283807 10.560490 9.138882 10.625310 12.260831 11.369878 4.813155 9.6423198 12.0832564 -0.2319216 13.1460629 9.3828166 10.4938991 5.8870475 9.8727057 4.7453879 9.3408070 13.2792418 13.1303932 12.9635559 6.4823530 12.9786260 5.4546069 8.7164741 10.1278564 0.7680784 10.0529310 6.8070264 12.3200554 3.7223021 10.1316940 9.7946303 7.9848525 12.0388402 9.1721840 7.7904749 4.4506834 8.4892061 10.5782768 -0.2319216 9.3246128 10.0872145 9.9696182 11.8962623 7.8844508 13.4668658 15.4263681 10.2544391 9.6104572 7.5196512 9.8727057 9.2719326 12.2084570 12.4984708 11.2183799 7.3379626 9.7939385 9.1322414 11.2778819 11.0293203 -0.2319216 9.0855195 11.6740579 9.7904746 8.9317566 8.9529823 9.8785902 14.3659836 8.4440641 9.0741685 9.1572004 7.8555699 8.3919885 10.8311648 11.5009102 8.2851266 14.4862115 8.6854791 9.4934730 10.3666246 10.5657683 7.2519226 2.9380411 11.2977814 10.7219395 11.0575494 10.5539679 10.0059143 9.7617528 9.3119989 10.0307889 11.3400964 9.7532371 12.4236957 NA 9.2519226 9.1245587 9.9127651 6.8870475 12.5030281 8.7164741 8.4615936 10.4694133 6.6929195 9.5120996 10.1162817 8.7918613 6.6198561 6.7223034 9.2418125 5.1256594 NA 7.4440641 NA 9.7946303 7.5527413 5.6507502 11.7946303 8.7553710 10.0172203 9.3596292 1.5754576 10.9326995 14.2657092 9.2679526 9.8588808 11.0764459 10.3116221 10.5437171 8.6854791 5.6384707 10.6780000 9.7849987 NA 7.9603999 2.8555712 12.9077381 9.4960273 10.0154410 7.3938160 4.6009952 13.3337445 10.4646398 11.1809413 11.4329985 9.3846558 12.1050318 4.4685442 10.6135968 8.7353330 10.8087391 10.2916688 11.4020103 9.8035932 0.3530974 NA 8.4266396 5.4960277 13.8699594 9.6033678 8.8635040 -1.2317521 8.4162486 9.7939385 7.6538031 8.3661591 8.5834901 11.8661389 3.5229973 7.5162997 TCGA-DC-6155 31 0 NA 425 rectum stage iiia t2 n1b m0 female 2010 NA no rectal adenocarcinoma NA r0 3 not hispanic or latino NA NA 1 5 1 5 3 4 2 2 NA NA 4 0 4 0 0 4 0 0 0 0 4 0 6 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 3.225034e-06 1.525823e-06 29.7872340425532 7.80141843971631 16.3120567375887 39.0070921985816 7.09219858156028 7.818021 7.343112 9.905484 6.215356 12.100262 NA 7.526558 13.504521 13.274851 11.262985 9.056659 7.640378 NA 2.782388 7.471696 5.460467 8.477277 8.542618 10.365856 8.804765 9.897181 8.694089 11.565068 5.669923 NA 9.795859 12.326975 8.397107 8.067799 7.619533 9.157436 9.915796 9.510318 7.764250 6.835509 NA 0.20254000 0.20548000 0.05066500 -0.42638000 0.55105000 0.82488000 -0.43301000 -0.42648000 -0.42648000 -0.41795000 -0.44715000 0.02061100 0.02061100 0.02061100 0.04512600 -0.40673000 -0.40971000 0.52957000 0.52957000 0.99964000 -0.13446000 -0.13446000 -0.10001000 -0.10001000 -0.11823000 0.01865100 0.03341900 0.00290180 0.00068915 0.00068915 -0.02426200 -0.45544000 -0.46179000 0.05066500 0.00679280 0.00193020 -0.96761000 -0.43030000 -0.44735000 -0.43301000 -0.44173000 -0.39953000 -0.43204000 -0.43204000 -0.41850000 -0.41850000 -0.09592300 0.01907100 -0.40673000 -0.42747000 -0.44701000 -0.44701000 -0.44701000 -0.39420000 0.53132000 -0.45818000 -0.41576000 -0.16206000 -0.447 -0.447 -0.426 -0.426 -0.435 -0.435 0.000 -0.432 -0.419 0.000 0.000 -0.407 -0.407 -0.427 -0.427 -0.394 0.000 -0.118 0.084 0.531 0.531 -0.422 -0.416 0.000 0.000 0.000 0.000 0.000 0.000 -0.462 -0.462 0.000 0.000 0.000 0.000 -0.935 0.393 0.000 0.000 -0.134 -0.134 -0.447 -0.447 -0.426 -0.426 -0.435 -0.435 0.000 -0.432 -0.419 0.000 0.000 -0.407 -0.407 -0.427 -0.427 -0.394 0.000 -0.118 0.084 0.531 0.531 -0.422 -0.416 0.000 0.000 0.000 0.000 0.000 0.000 -0.462 -0.462 0.000 0.000 0.000 0.000 -0.935 0.393 0.000 0.000 -0.134 -0.134 11.913225 2.782388 12.641621 7.968264 8.060382 3.630394 8.167828 11.918876 9.376348 6.132893 7.630394 2.460480 NA 3.630394 5.547931 NA 11.277453 9.480060 NA 7.537284 11.234432 NA 8.940249 9.181568 4.367357 3.267820 8.471696 8.679637 10.313778 12.908585 6.367359 3.045425 6.504863 9.597460 11.432012 11.012177 10.335450 6.547933 9.035970 6.267824 7.960315 9.366187 12.671749 12.574862 10.820218 NA 9.6378884 10.3184499 NA 11.6490578 8.0825206 8.9483088 3.4604674 12.8191201 8.3059591 8.9801053 12.3047824 12.1011658 11.5191372 6.0150582 11.2629853 5.8867330 7.2933585 11.5722566 NA 10.3012468 3.7823981 13.0531595 3.9199026 9.1007138 8.5426179 7.0303250 12.1725660 8.5103175 7.0751785 0.4604805 15.5154971 9.2418287 NA 8.1399488 6.4828370 11.7143164 10.2269978 5.9199002 10.4073752 13.6896452 11.8877818 6.1883891 8.0898254 7.0454310 11.1790018 9.3215559 13.7146118 8.3677803 5.4146666 8.2996728 9.0934640 11.3658559 10.2203572 NA 7.3431120 9.9741966 9.9054837 10.2694331 8.3673597 6.2153563 13.9549495 8.6253757 6.8180210 10.2742501 7.9280748 7.0150582 10.4800597 9.1747145 7.4716963 16.4322819 9.9219483 6.8180210 12.7639643 10.2053028 8.9442848 6.5689928 11.5755126 9.4233649 12.8202185 10.9168233 9.7756185 10.8420119 8.6051272 8.0150576 9.1258048 7.5794102 11.4524371 NA 8.0073632 10.2266500 9.2581305 7.2418287 11.0898256 7.2933585 4.9199026 10.4117536 7.3673597 6.8003188 7.8180210 7.9116802 6.2933594 6.5897515 10.5585010 NA NA 9.8549316 NA 8.5426179 5.5048619 8.7596768 13.6135459 7.3431120 9.1917879 7.5689935 2.7823876 10.3184499 13.4899287 4.1609121 9.3461653 9.8971805 8.7131342 11.2128496 5.8180197 0.4604805 8.8398472 11.4037163 NA 2.0454430 7.3184497 14.4251708 8.9563239 9.7958593 9.0150579 3.2678204 14.2650033 10.7778816 8.8484862 12.4498634 9.9157962 11.0998096 6.2933594 11.6820560 7.0898254 9.2286533 7.9761688 10.2136857 9.5103175 3.0454255 NA 11.0626853 3.9199026 11.8014317 9.8484862 7.8441735 0.4604805 7.9280748 8.2996728 NA 4.4604674 7.8441735 11.7493350 2.7823876 5.1043241 TCGA-DC-6156 62 0 NA 943 rectum stage iva t4a n2b m1a male 2010 NA no rectal adenocarcinoma NA r0 7 not hispanic or latino NA NA 3 5 2 3 1 1 2 2 4 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.844351 9.269473 11.124525 7.162902 13.506250 5.715443 6.810600 13.783387 13.651170 12.052375 8.219485 11.322908 2.934082 1.255984 9.014901 4.143540 8.825867 10.341882 9.600307 12.632354 11.454456 7.242422 13.005881 9.289434 6.256010 10.827385 10.435423 11.222084 10.041300 9.314717 10.585135 9.931164 10.421923 11.914758 9.870721 4.888281 0.207230 0.207230 0.230760 0.254230 0.254230 0.502440 -0.053967 -0.207420 0.408170 -0.089916 -0.089916 2.167700 2.167700 0.701790 0.013230 -0.010320 -0.010320 0.494650 1.250200 0.574040 -0.155620 0.201730 -0.329090 0.207230 0.207230 -0.778940 0.532810 0.489710 -0.367780 -0.366190 -0.366190 -0.373010 -0.365740 0.230760 0.230380 0.433340 -0.431010 -0.313500 -0.053967 -0.053967 0.408170 -0.089916 -0.086868 -0.086868 -0.064821 -0.062581 0.013230 -0.011561 -0.343850 -0.676700 -0.672390 -0.364040 -0.364040 0.030924 0.494650 -0.040159 -0.012388 -0.155620 -0.290 0.000 -0.207 0.201 0.000 0.000 0.713 0.000 0.000 0.000 0.000 0.000 0.000 -0.694 -0.356 0.000 0.000 0.207 0.207 0.574 0.574 0.000 0.000 0.252 0.252 0.490 0.490 -0.368 -0.368 0.232 -0.319 0.231 0.231 0.433 0.433 0.268 0.268 0.000 0.000 0.014 0.169 -0.290 0.000 -0.207 0.201 0.000 0.000 0.713 0.000 0.000 0.000 0.000 0.000 0.000 -0.694 -0.356 0.000 0.000 0.207 0.207 0.574 0.574 0.000 0.000 0.252 0.252 0.490 0.490 -0.368 -0.368 0.232 -0.319 0.231 0.231 0.433 0.433 0.268 0.268 0.000 0.000 0.014 0.169 7.7284988 6.9839319 7.6923065 11.3309554 10.6444590 6.4576452 9.0386817 9.7317446 7.1040085 8.0504271 7.7701333 11.7452570 -1.0658232 NA 3.1040011 NA 8.3134613 7.2872303 NA 9.0068857 10.6253904 2.7414454 8.2739331 7.8499624 5.0838303 2.8049415 10.1096326 6.2194861 4.4576468 12.5015639 0.5190386 -1.0658232 8.3645357 11.1888165 11.3416164 11.9287901 9.4963255 3.9340824 11.4441920 6.2417849 10.5204538 9.2871747 9.6637038 12.3429223 12.5390995 2.8704831 10.055617 10.883180 NA 11.466195 10.484830 10.638851 6.754262 10.669639 5.360347 10.228129 12.298902 13.212968 13.095215 7.334962 12.052375 8.682276 10.317787 9.837212 1.255984 9.956451 7.552469 12.272402 4.792064 10.367669 10.341882 9.915650 12.781826 9.527474 8.317787 4.471688 11.908498 12.051888 1.519039 10.688553 10.430438 10.177257 12.283226 11.079697 12.106042 14.146622 10.731745 8.687300 7.894085 8.973002 9.155670 12.006048 13.202625 11.761930 7.088902 10.456174 7.741438 11.56275644 10.78426995 0.93410128 9.26947340 12.40867628 11.12452511 9.39146401 9.43592024 10.09647442 14.81799046 8.43592024 8.77328693 9.47033024 9.61268331 8.93126258 10.79672047 11.52654012 8.70573778 14.27236681 8.20554598 10.57297150 9.24355936 9.69313896 6.77957360 5.34347534 11.02518781 10.33816019 10.61883173 9.59407897 10.15082899 9.82054182 8.43464616 9.54695155 11.90598581 10.45911446 12.08346822 NA 8.94391166 8.26051265 10.07427382 8.36662515 13.69781417 10.31778737 8.06850959 9.37391395 9.47421111 9.36139597 10.32854580 8.20554598 7.94810378 6.04260713 10.25713782 NA NA 8.86482036 -0.06597423 10.34188193 8.80290566 6.35193569 10.69895464 9.23672197 10.28391714 10.03999156 -1.06582322 10.40829598 13.48025409 9.83721178 10.08128796 11.45445620 10.95645087 9.66625046 9.56616956 4.51904490 10.59184816 10.44198179 NA 7.82586702 5.14353628 12.13620690 9.68980531 10.82738463 7.27393264 7.38116655 12.36923243 9.70309447 10.88609626 10.93689812 9.93116373 11.58019171 5.77957229 9.67470710 9.11647731 10.55567708 10.94005844 10.36558068 10.42192312 -0.06597423 1.74144541 8.08809123 6.49632493 14.20280782 10.66242877 9.65432741 -0.06597423 8.65246176 10.45617420 2.51903861 8.21717157 6.93408358 12.55670693 4.76697142 7.39351488 TCGA-DC-6157 48 0 NA 1581 rectum stage i t2 n0 m0 male 2009 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 2 3 1 6 4 1 2 2 4 4 7 0 0 0 0 0 0 0 4 4 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 3.7058e-06 1.170253e-06 22.7777777777778 8.88888888888889 11.6666666666667 46.6666666666667 10 10.916651 8.996458 10.774066 7.270742 14.239176 2.699729 7.316692 14.131571 13.160568 12.376761 8.237684 9.988673 1.321235 2.321207 9.506082 3.806633 9.411849 10.239474 10.076094 8.312162 10.990801 7.730598 12.738743 8.452549 4.613991 10.019564 10.312729 10.405484 10.028566 8.621514 10.218447 10.220793 9.599192 12.307902 9.513993 4.321207 -0.2497000 -0.2497000 0.1982800 0.3952900 0.3952900 0.3840300 -0.4473900 0.3521800 0.3710100 -0.0205490 -0.0205490 0.6157100 0.6157100 0.6053900 -0.0026322 0.0024969 0.0024969 2.5102000 1.5274000 1.5460000 0.0356650 0.0066259 -0.2497000 -0.2497000 -0.2497000 0.2454400 0.0000000 0.0000000 -0.1963700 -0.1963700 -0.1963700 -0.2293200 -0.2565700 0.3098200 0.4005300 0.7851500 -0.9875200 0.3952900 -0.4473900 -0.4473900 0.3710100 -0.0277840 -0.4554400 -0.4554400 -0.4261500 -0.4261500 -0.0026322 -0.0026322 0.0024969 -0.9253300 -0.3912300 -0.3912300 -0.9779300 0.2321000 3.2997000 -0.4272400 -0.0018014 0.0356650 -0.447 -0.447 0.371 0.371 0.000 0.000 0.605 -0.455 -0.426 0.000 0.000 0.000 0.000 -0.383 -0.383 0.232 0.232 -0.250 -0.250 3.657 3.657 0.000 0.000 0.245 0.245 0.000 0.000 -0.196 -0.196 -0.229 -0.229 0.331 0.331 0.785 0.785 -0.940 -0.558 0.240 0.240 0.000 0.000 -0.447 -0.447 0.371 0.371 0.000 0.000 0.605 -0.455 -0.426 0.000 0.000 0.000 0.000 -0.383 -0.383 0.232 0.232 -0.250 -0.250 3.657 3.657 0.000 0.000 0.245 0.245 0.000 0.000 -0.196 -0.196 -0.229 -0.229 0.331 0.331 0.785 0.785 -0.940 -0.558 0.240 0.240 0.000 0.000 8.282367 4.553870 8.273074 9.238877 9.517932 4.391596 8.105187 10.116272 7.348007 8.788813 9.029946 3.857264 NA 3.086750 5.643135 NA 8.880393 8.154097 NA 8.097311 10.602905 3.699718 8.673471 8.635903 5.391596 NA 9.622246 5.208732 4.976561 12.774169 2.699729 3.584241 5.806633 11.390791 11.421606 13.340103 11.095006 5.754166 11.373449 5.208732 10.348007 8.791972 10.197110 12.311491 12.005430 4.149837 9.455633 11.556024 NA 12.863368 9.693637 10.285259 7.174205 9.977274 3.584241 9.717812 12.034250 12.898825 13.132020 6.838483 12.376761 3.247214 8.156626 10.123400 1.806654 9.609381 2.999278 12.192342 3.643140 10.300203 10.239474 7.251944 12.607418 8.565333 8.565333 4.747205 8.711806 10.487119 1.806654 9.159150 9.837695 9.697983 11.752496 8.318951 13.090962 13.944860 10.445328 9.114323 7.462803 9.372144 7.944723 12.171550 12.612378 11.310139 7.499124 10.273657 7.369966 11.3217703 10.9465505 NA 8.9964582 11.9556550 10.7740659 9.3915963 9.5090539 9.2765662 14.8306601 9.3335521 8.2135981 10.1071497 9.2566668 8.6268125 10.7027499 10.8046197 9.0099467 13.6972780 9.1324211 10.1175710 9.7143829 9.9505635 7.8603657 5.7407468 11.5408595 10.9729762 10.7212324 9.6752359 9.7092243 9.8993909 8.6276149 9.9985742 11.5478600 9.6901499 12.1916210 NA 9.1717062 8.4566596 10.1381905 7.9447226 13.0844193 8.1566257 4.6431347 8.1388303 8.2424529 9.8986357 9.6945071 8.0077074 6.3030592 8.0026845 9.5040978 3.0867498 NA 7.5729260 2.1692195 10.2394739 9.6953771 5.1285615 11.1915717 9.6001209 10.0579471 9.7356807 0.5842891 10.6849037 13.7235262 9.0667132 9.3301958 10.9908007 10.0973110 9.5615213 9.1989511 5.1891050 10.0340778 10.4320399 -1.0005772 7.4255432 5.1285615 12.6924391 9.0354524 10.0195643 7.4951339 6.3480075 12.7633210 10.2256910 11.3894478 11.1897209 10.2207934 11.8775214 4.4255466 10.2887215 7.6539149 10.7288996 10.4556333 11.4916328 9.5991917 1.3212354 0.5842891 8.1314444 4.9992785 13.7867733 10.0299460 8.6485352 NA 8.6050917 10.2736570 10.8650121 7.5767073 8.0946758 12.0113796 4.2846844 8.2304999 TCGA-DC-6158 70 1 334 NA rectum stage i t2 n0 m0 male 2010 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 4 3 4 3 1 3 2 2 4 4 7 5 0 0 4 0 0 0 4 1 0 0 4 0 0 7 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 4 0 0 3.779879e-06 1.456467e-06 23.841059602649 3.3112582781457 21.1920529801325 39.7350993377483 11.9205298013245 10.688037 9.283810 11.587764 7.320125 13.484919 5.030619 6.554181 13.978173 13.273992 11.750768 8.096708 9.770587 2.445647 3.108625 8.989977 3.253006 8.870523 9.985462 10.196085 10.667244 11.312421 7.932157 12.710099 8.877503 4.070149 10.674475 10.562434 11.126016 10.442836 8.813538 9.870523 9.708550 10.117493 11.546757 9.930144 4.642055 0.0557590 0.0000000 0.0265880 0.7523300 0.8060700 0.8277500 0.0333420 0.0389880 3.3787000 -0.2550900 -0.2550900 0.5335400 0.5335400 0.9451700 -0.0022818 -0.3395700 -0.3395700 1.2874000 1.2509000 1.3071000 -0.0547730 -0.0879340 0.0592990 0.0592990 0.0557590 0.0358810 -0.3647000 -0.0078130 -0.3594800 -0.3594800 -0.3594800 -0.3685500 -0.3685500 0.0265880 0.0265880 0.4499000 -0.8053800 0.8060700 0.0194370 0.0333420 -0.3567500 -0.2535200 -0.3543600 -0.3543600 -0.0863150 -0.0863150 -0.0022818 -0.0022818 -0.3486400 -0.3422200 -0.7732400 -0.7732400 -0.7732400 -0.3630000 -0.3676500 -0.6322000 -0.3566300 -0.0791390 0.000 0.000 0.000 -0.357 -0.255 -0.255 0.963 -0.354 0.000 0.000 0.000 -0.340 -0.340 -0.342 -0.773 0.000 0.000 0.000 0.000 0.920 1.287 -0.621 -0.357 0.000 0.000 0.000 0.000 -0.359 -0.359 -0.047 -0.369 0.000 0.000 0.450 0.450 -0.053 0.752 -0.350 -0.350 0.000 0.000 0.000 0.000 0.000 -0.357 -0.255 -0.255 0.963 -0.354 0.000 0.000 0.000 -0.340 -0.340 -0.342 -0.773 0.000 0.000 0.000 0.000 0.920 1.287 -0.621 -0.357 0.000 0.000 0.000 0.000 -0.359 -0.359 -0.047 -0.369 0.000 0.000 0.450 0.450 -0.053 0.752 -0.350 -0.350 0.000 0.000 7.8293612 7.0002457 8.4864031 11.8174334 10.0174093 5.7186740 9.0117109 9.8740169 6.8032090 8.7958591 7.7372115 3.3201236 -0.1392358 3.6155811 8.9308151 -1.1392358 8.0725823 7.8747146 -1.1392358 9.5180126 11.0569890 2.4456473 8.6951653 8.0822816 4.7433372 2.4612142 10.3734347 5.9050885 6.4680244 12.8043995 0.4456208 4.1086248 7.2357338 10.7932781 11.0904143 12.4253201 10.1257232 5.0895109 11.1354917 4.9899791 10.2470957 8.6659868 9.8599896 12.5557583 12.1142463 2.6451944 10.328809 11.371953 NA 11.999766 9.799539 10.394997 6.518906 10.165046 5.504550 9.945503 11.333893 13.004396 12.914875 6.687243 11.750768 7.581793 10.173577 10.423891 1.668028 10.919701 4.352547 12.128359 4.218246 10.450345 9.985462 9.767585 13.005990 8.326260 8.318075 5.042990 11.179802 11.664422 3.615581 10.208869 10.561567 9.988044 11.792355 10.238989 12.302082 14.293163 10.861750 7.950807 8.005352 9.316021 8.717120 12.309198 13.219689 11.650963 6.687243 10.788102 8.005352 11.4698730 11.1263093 1.4456737 9.2838102 11.5787989 11.5877638 9.4854896 9.0603666 9.0381138 14.4556597 7.5224725 8.4418947 9.8032088 9.1927307 9.2658356 10.6547039 10.6768779 9.3681817 14.2930404 9.3911005 9.6072086 9.3005251 9.1356547 8.8351087 7.3364280 11.3298273 10.9324917 10.1104003 10.2319264 10.3338926 9.8642122 7.4747045 9.1553149 11.3285545 10.0034395 11.8127147 NA 9.3575480 8.8606944 10.0002455 8.5732211 12.8571677 10.1735772 7.1180825 8.5559223 10.6134930 9.3201259 10.2556927 8.4133635 6.8941169 6.9639815 9.9508067 0.8606848 NA 8.2094222 0.4456208 9.9854617 9.3057091 6.0104419 10.5282494 9.3979127 10.1216138 9.7532370 -0.1392358 10.6931887 13.0711373 10.1174926 10.0511362 11.3124205 10.8379741 10.0368675 9.0104414 4.1826208 10.2215413 10.1719884 -1.1392358 7.3684890 7.5260305 12.6066836 9.2248289 10.6744754 7.7217814 6.6088876 12.9087553 10.6756772 10.3160215 10.6072085 9.7085502 11.4689490 5.6680482 9.5852080 9.1145417 10.8419047 10.8962357 10.7668332 10.1174926 NA NA 8.1821262 4.6155811 13.6593179 10.3920757 9.4596773 -0.1392358 9.1872360 10.7881018 1.8606848 7.8747146 8.4936894 12.2443985 5.2530135 8.4827459 TCGA-DC-6160 68 0 NA 1339 rectum stage i t2 n0 m0 male 2009 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 5 5 4 4 3 2 2 2 NA NA 7 4 0 0 1 4 0 4 3 4 0 0 6 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 3 0 0 0 0 4 0 0 0 6 0 0 4.438757e-06 1.768567e-06 30.939226519337 5.52486187845304 10.4972375690608 48.6187845303867 4.41988950276243 10.443457 9.377589 11.132942 7.086178 14.086046 4.244872 6.726001 13.644855 13.549797 11.977325 8.037846 9.333516 NA 4.074951 10.087575 3.244872 9.742949 10.941843 10.282575 12.654737 10.948779 8.055090 12.788122 8.503310 5.244876 10.686436 10.499641 10.730928 8.936037 8.594842 10.501215 9.923573 9.843961 8.394622 10.042176 2.074951 0.01014600 0.01014600 0.01307400 -0.01601700 -0.01601700 -0.01601700 -0.02164700 0.34453000 -0.58161000 0.00083195 0.00083195 0.27244000 0.27244000 0.25810000 0.00277450 0.01409600 0.01409600 0.51839000 0.53239000 2.53660000 -0.11848000 -0.11848000 -0.57224000 -0.55836000 -0.55327000 -0.00705760 0.01132900 0.02721600 -0.55647000 -0.52328000 -0.54450000 0.00027728 0.00027728 0.01307400 0.00819590 0.00000000 -0.01601700 -0.01601700 -0.02164700 -0.57209000 -0.57885000 0.00083195 0.00360760 0.00360760 0.01279500 0.01279500 0.00277450 0.00277450 -0.58471000 -0.56585000 -0.56585000 -0.56585000 -0.56585000 -0.02192100 -0.57388000 0.09202500 -0.58637000 -0.11848000 0.000 0.000 0.374 -0.182 0.000 0.000 0.277 0.000 0.000 0.000 0.000 -0.585 0.000 -0.566 -0.566 0.000 0.000 -0.544 0.000 0.518 0.518 0.000 -0.586 0.000 0.000 0.000 0.000 -0.556 -0.556 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.124 -0.124 -0.118 -0.118 0.000 0.000 0.374 -0.182 0.000 0.000 0.277 0.000 0.000 0.000 0.000 -0.585 0.000 -0.566 -0.566 0.000 0.000 -0.544 0.000 0.518 0.518 0.000 -0.586 0.000 0.000 0.000 0.000 -0.556 -0.556 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.124 -0.124 -0.118 -0.118 7.8563097 4.4672664 8.9712826 9.5271914 10.5647980 3.1624195 8.1544349 10.4586543 7.2093764 8.7206085 9.6381463 4.8028705 NA 4.4325052 8.8381623 0.0749164 8.2498757 7.7788538 NA 8.0203939 10.6776489 3.3968719 9.8273306 9.5106204 4.5343791 5.4968458 9.0056874 4.3603502 7.9636932 12.0652313 1.3968719 7.2145018 8.3228777 11.0126916 10.7671296 12.1477526 9.7710482 4.9329305 11.0020798 4.3603502 9.4586543 8.9447905 10.1564335 12.6825034 12.8178910 2.6825733 9.8806939 10.7539902 NA 11.0331402 9.9491630 11.1896684 8.1703472 10.3957506 5.5178930 10.4570336 12.6541481 13.5770359 13.6714892 7.6485970 11.9773252 4.3228800 7.8331735 10.9522342 2.5343854 9.5527083 2.3968719 12.3188678 6.7115747 10.7061271 10.9418426 7.0693037 12.5651742 9.0987043 8.8709898 4.9811174 12.1524334 11.1828210 0.6599246 9.7934828 10.1997176 10.3724396 12.4778289 9.5627900 13.2231088 13.6284821 11.2019771 8.7491424 8.7242062 10.0742454 8.9636932 12.2329285 13.9158263 11.4882976 6.8096601 10.5106203 7.2548595 11.7992507 10.8365012 0.0749164 9.3775891 11.3082701 11.1329418 9.7142907 9.5486559 9.1056171 15.5136759 8.8315065 7.9453145 9.7640744 8.9282596 9.7224085 10.6970019 11.1981015 10.3884850 14.0099309 7.9422289 9.6304978 10.1729821 9.9773252 8.5627900 8.5486559 11.6958571 11.7954081 11.2610643 9.7331614 10.1637382 10.0356760 7.9472863 8.9514669 10.9153346 10.8947299 12.2680488 NA 9.1703470 8.9530009 10.1028560 9.2106594 12.9844681 7.8331735 5.5668030 7.3695712 7.2093764 9.9149412 10.3724396 10.8538485 5.7331618 9.3889668 9.1544349 3.2448718 NA 7.6102254 -0.9249466 10.9418426 10.0042084 4.6295373 11.4117355 8.6896598 10.2813540 9.8505604 NA 10.6725371 13.6403497 9.6170147 8.4564928 10.9487786 10.4559522 9.5374524 8.5985119 1.6599246 11.3464131 10.2072184 NA 7.1729825 8.7977575 12.5660515 10.7165503 10.6864360 8.0174643 6.8758501 12.2053597 10.4198007 10.7367281 10.0327776 9.9235729 12.2125816 2.8823105 9.8847182 8.0320523 10.7438350 10.7844647 11.7964765 9.8439614 2.0749506 0.0749164 8.3728751 2.9818344 14.0110818 9.6362380 9.8028705 2.6599017 8.9440965 10.5106203 NA 9.1356459 8.2016544 12.7838184 3.1624195 7.4280972 TCGA-DC-6681 70 0 NA 790 rectum stage iva t3 n2a m1a female 2011 NA no rectal adenocarcinoma NA r0 7 not hispanic or latino NA NA 5 2 2 2 1 2 1 2 1 2 7 4 0 0 0 0 0 0 0 1 4 0 0 7 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 2.981358e-06 1.699653e-06 27.0114942528736 6.32183908045977 18.9655172413793 40.2298850574713 7.47126436781609 9.969788 8.007665 10.617337 6.767614 14.153253 2.980025 7.055311 13.563055 13.309018 12.449858 7.734910 9.660507 4.962743 1.172680 8.689680 4.111265 9.202415 10.141334 10.293769 11.114693 10.904835 8.295064 13.034207 8.485550 5.315624 10.519920 10.549878 10.209757 8.085557 8.752976 10.043032 9.779042 10.704374 12.081685 9.503584 4.395063 0.02637300 0.02637300 -0.03531200 0.00124810 0.00124810 0.00124810 -0.00733390 -0.03149600 -0.01876500 0.00013863 0.00027728 0.08233200 0.08233200 0.08233200 -0.02780800 0.00208050 0.00208050 0.52976000 0.52976000 0.52976000 -0.00373950 -0.00373950 -0.56157000 0.02637300 0.02637300 -0.01931400 0.14424000 0.14424000 -0.00332430 -0.00332430 0.00235810 -0.01670400 -0.01670400 -0.03531200 -0.03830600 0.03214000 0.00124810 0.00124810 -0.00733390 -0.00124730 -0.03367700 0.00027728 0.00000000 0.00000000 0.01056400 0.01056400 -0.02835500 -0.02849100 0.00208050 -0.52890000 -0.52890000 -0.52890000 -0.52890000 0.00458000 0.52976000 -0.02876500 -0.01272800 -0.00373950 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.529 -0.529 0.000 0.000 0.000 0.000 0.530 0.530 0.000 0.000 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.529 -0.529 0.000 0.000 0.000 0.000 0.530 0.530 0.000 0.000 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.298511 6.653794 8.656483 10.529119 10.156136 5.863829 8.354234 10.355062 8.051229 8.958392 11.235838 5.458070 NA 2.980025 4.541899 -1.412347 9.549155 7.936433 NA 8.610073 10.138932 4.797158 8.803238 9.581351 5.126866 4.802219 9.828496 5.587704 7.640273 12.454501 3.716991 4.737454 6.414254 10.429269 11.353405 11.409479 9.800809 5.653794 11.055932 5.653794 9.742523 8.589338 10.087053 12.309915 12.157086 1.995050 10.011871 10.457684 1.757621 11.609899 9.335898 10.211586 7.107342 9.871951 4.891487 9.765124 11.685737 13.201264 12.996632 6.802024 12.449858 4.696228 10.305381 10.660173 2.395063 9.697535 5.342594 12.123709 6.172668 10.090039 10.141334 7.886913 13.124316 8.898318 8.899453 3.569102 10.792887 11.111757 2.757621 9.733000 9.330856 10.195497 11.660005 8.426909 12.977538 14.273476 11.102665 7.977874 8.500594 8.554931 8.888057 11.813214 13.147799 11.230609 6.690992 9.706646 8.049184 11.7954819 11.1134703 2.5877010 8.0076648 11.2772661 10.6173372 9.0108207 8.9778738 8.9583923 14.1082609 8.1053743 7.9518395 9.8427334 8.2024148 9.2161505 10.7463145 11.2161504 9.1648599 14.0543231 8.4300552 9.3723397 10.7147319 9.8863403 7.2565899 6.4580703 11.6738411 10.9570295 10.0347881 9.3409216 10.6138824 9.8141171 7.9203683 9.5891131 11.2367364 10.1038974 12.8376486 NA 9.0378851 9.2396534 10.4182201 9.7323632 13.7264966 10.3053813 9.4292693 9.0905367 9.5770995 10.4398442 10.0700086 10.5777308 5.9714102 7.3937388 8.7195620 -1.4123470 NA 7.3019507 NA 10.1413342 9.5206578 5.4331965 11.6204394 9.1820295 10.0144938 10.2654245 -0.4123470 10.8506806 13.9085054 9.0076651 10.2667451 10.9048348 10.5678445 10.0347881 8.9028544 6.2530400 11.0212903 10.5523887 3.3425974 5.8731069 5.9627433 12.7370551 9.9325555 10.5199197 7.7850202 5.6537938 12.3533018 10.2229696 11.0207687 11.0496958 9.7790417 12.0820605 4.9452565 10.3463445 8.5721234 10.1871529 10.9242114 11.2913922 10.7043738 -0.4123470 0.9096579 7.5009534 6.0955004 13.5625675 9.6031200 9.2270455 0.1726155 8.9623966 9.7066459 4.1422909 8.4487920 7.0512296 11.4536314 4.6751667 7.5989324 TCGA-DC-6682 57 0 NA 762 rectum stage iia t3 n0 m0 male 2011 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 4 1 4 4 3 1 2 2 2 1 6 0 0 4 4 0 0 4 4 0 0 0 4 0 0 6 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 4 6 0 4 0 0 0 0 0 0 0 0 4 0 0 4.716179e-06 1.907278e-06 32.994923857868 11.1675126903553 14.7208121827411 34.5177664974619 6.5989847715736 10.2930867 8.7729130 11.5641453 6.8209780 13.4139425 4.3824044 7.4964208 12.8859123 12.8625038 12.5018918 9.0308095 9.9076163 4.6890643 10.8512965 10.4558414 4.5939095 10.0232203 11.1467524 9.8572845 7.5691052 11.3829976 6.9986626 12.4787730 8.9705273 5.1344756 10.7043327 10.6900248 11.2139618 9.8375154 8.8266219 10.7095435 10.7317987 9.1897596 11.7067036 9.1870452 0.7194025 -0.069992 -0.042924 0.785430 2.189900 0.432100 0.436990 -0.147720 0.066658 0.066658 0.149050 0.149050 0.151690 0.151690 0.549300 -0.371210 0.765230 0.826080 0.318670 0.318670 0.318670 -0.046631 -0.038306 0.000000 0.000000 -0.069992 0.145020 -0.847870 -1.055100 0.146670 -0.597210 0.124760 -0.463340 -0.155030 -0.489840 -0.148110 -0.425060 -0.860970 0.432100 -0.597310 -0.126290 0.031436 0.149050 -0.153620 -0.153620 -0.130830 -0.130830 -0.371210 -0.433220 -0.480920 -0.268530 -0.268530 -0.268530 -0.268530 0.118730 -0.092478 -0.149010 -0.387800 -0.046631 -0.148 -0.148 0.000 0.000 0.149 0.149 0.116 -0.154 -0.131 -0.372 -0.372 0.284 0.765 -0.269 -0.269 0.119 0.119 0.000 0.000 0.000 0.319 -0.149 -0.388 0.124 0.124 -0.503 0.161 0.121 0.121 0.000 -0.132 -0.148 -0.148 -0.209 -0.405 0.251 0.422 0.000 0.000 0.000 0.000 -0.148 -0.148 0.000 0.000 0.149 0.149 0.116 -0.154 -0.131 -0.372 -0.372 0.284 0.765 -0.269 -0.269 0.119 0.119 0.000 0.000 0.000 0.319 -0.149 -0.388 0.124 0.124 -0.503 0.161 0.121 0.121 0.000 -0.132 -0.148 -0.148 -0.209 -0.405 0.251 0.422 0.000 0.000 0.000 0.000 8.235139 4.134476 8.100261 7.348796 10.169963 4.593909 7.372882 10.085033 7.875944 8.778333 3.526795 2.834913 2.134484 NA 7.539619 NA 8.661954 8.465394 NA 8.353646 11.444522 1.941820 9.994012 10.396572 5.778332 3.941829 9.270186 2.834913 6.577421 12.157018 2.134484 6.665859 6.948259 11.155804 11.909882 11.667076 9.314386 4.134476 10.869089 3.503247 10.297498 8.253314 8.933759 13.000447 12.621061 2.314000 10.2025835 10.4843112 -0.8656476 11.0689051 9.5659747 11.7760772 8.3656982 10.2292145 4.1344756 10.2553629 12.6018279 14.4183612 13.7246547 7.3243012 12.5018918 4.1344756 8.6716953 11.0777244 6.8209780 10.0323225 4.1788740 12.8420519 5.5774198 10.7944730 11.1467524 6.6020827 12.1112202 9.2072796 8.8640979 3.9814691 8.8993488 11.5475760 0.7194025 9.8927002 11.2820000 10.4513243 12.6787171 7.8657964 12.6083096 14.7145032 11.2321800 8.6000433 8.5732689 8.5877475 8.6794414 12.1756228 13.1574516 11.5966725 8.6041188 11.9526598 8.4244960 11.0477405 10.9478575 2.7194463 8.7729130 11.9170658 11.5641453 9.5887763 9.9618198 9.7241282 14.6526682 8.9721050 8.4129263 9.4071069 9.3168714 9.2443077 11.2146283 11.4033114 10.0994748 14.6176000 9.5406820 9.8927002 8.8192256 10.6218146 8.1706507 5.7043325 12.2082839 11.2159605 10.1045829 10.2192854 9.4597824 10.0071519 8.8915504 10.3218291 11.4569686 10.4720989 11.8820512 NA 8.4244960 8.1259987 10.2956089 7.6775089 12.8209776 8.6716953 8.3143861 6.5181810 7.3536453 8.8452834 9.9150168 9.9092641 6.9736813 9.9994369 9.4024342 3.9418294 1.1344838 6.9353772 0.7194025 11.1467524 9.6658585 4.6890643 11.5903179 9.0443701 10.2285548 10.6243250 1.4563856 10.9606283 14.8064603 8.9191118 8.9955639 11.3829976 10.6799242 10.0102264 9.2430016 3.3824044 9.9174753 8.8552684 0.1344838 7.8418360 5.2430026 12.5321517 9.1900034 10.7043327 8.2272342 5.1344756 14.3698556 11.0923046 11.9728931 10.5358899 10.7317987 12.0689051 3.9924603 10.1850060 8.6122353 11.5693659 10.9990501 11.2650476 9.1897596 2.1344838 NA 7.5937033 4.4920262 13.2238448 10.6233214 9.4473600 1.1344838 8.6788040 11.9526598 5.9924580 8.6832989 7.0171202 12.6770253 6.1897593 3.9924603 TCGA-DC-6683 43 0 NA 762 rectum stage iiib t3 n1b m0 male 2011 NA no rectal adenocarcinoma NA r0 3 not hispanic or latino NA NA 2 3 2 2 4 1 2 2 2 2 6 7 0 0 0 4 0 0 4 5 0 4 4 4 0 6 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 4 4 0 0 2.704867e-06 1.317756e-06 21.8487394957983 12.6050420168067 18.4873949579832 36.1344537815126 10.9243697478992 10.983690 9.617236 10.801282 6.862822 15.095826 4.328047 7.346423 13.657574 14.288047 12.460890 8.604885 9.916087 1.364572 3.130107 9.429583 3.797532 9.350982 10.884993 9.449910 5.400193 11.527465 7.940488 12.602617 8.506167 5.743081 10.051071 10.452564 11.115780 10.465758 8.816293 10.307085 10.268453 10.589055 11.650433 9.980752 2.042644 0.0000000 -0.0083851 -0.0922940 -0.0400200 0.6971600 0.6971600 -0.4011200 -0.0649930 -0.0649930 0.2218200 0.2218200 1.2712000 1.9659000 0.4316600 0.4406000 0.4311500 0.4180200 2.3794000 2.3794000 2.5063000 -0.0130730 -0.0063865 -0.4190000 0.0326170 0.0000000 0.0185770 0.0289580 0.0289580 -0.0892410 -0.0844760 -0.0871300 0.1010000 0.1114600 -0.0875280 -0.0922940 0.4548600 -0.9295100 0.6971600 -0.4011200 -0.4011200 -0.0649930 0.2218200 -0.3937000 -0.3937000 -0.3843200 -0.3843200 0.4406000 0.4406000 -0.4313300 -0.4240300 -0.4240300 -0.4240300 -0.4240300 -0.0072804 -0.4615900 -0.2263300 -0.4117500 -0.0130730 -0.389 -0.389 0.000 0.000 0.222 0.222 1.217 -0.394 0.000 0.441 0.441 -0.431 -0.013 -0.424 -0.424 0.000 0.000 0.000 0.000 -0.465 2.439 -0.226 -0.412 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 0.000 0.000 0.455 0.455 -0.863 0.697 0.000 0.000 0.000 0.000 -0.389 -0.389 0.000 0.000 0.222 0.222 1.217 -0.394 0.000 0.441 0.441 -0.431 -0.013 -0.424 -0.424 0.000 0.000 0.000 0.000 -0.465 2.439 -0.226 -0.412 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 0.000 0.000 0.455 0.455 -0.863 0.697 0.000 0.000 0.000 0.000 8.37579795 5.27146303 8.71683489 8.89126545 9.87394974 3.62760684 7.58953730 10.28938309 6.56620477 8.88184629 10.03770302 2.62760684 NA NA -0.95735566 -0.95735566 8.55241742 7.71859932 NA 8.76886084 10.39468594 3.56620629 8.14067438 9.19238973 6.45203363 1.36457243 10.07950292 4.32804656 5.01992426 13.59459106 0.62760684 0.04264434 5.51837462 10.86799890 12.10063425 13.17353481 10.92948227 6.03132682 11.61608619 5.33376719 11.49308057 9.58894863 10.43119807 12.46886797 11.94934528 2.87046336 9.63603365 11.32080156 0.04264434 12.75204950 9.34185058 10.99210455 7.49385385 9.98662240 4.82400405 9.93670242 12.52191755 13.58543259 13.48681626 7.10333817 12.46089048 6.07606520 8.84515882 10.49848345 0.04264434 9.97264053 4.32804656 12.44951185 5.01992426 10.75295819 10.88499285 8.48351189 13.27258789 9.14593036 9.21631978 4.12712973 5.32804296 10.58228606 1.62760684 9.53949637 10.31585534 9.94953318 12.31949392 8.37803296 13.53949631 14.43409155 10.82195148 9.16417609 7.97042057 9.72300198 8.06778229 13.03345561 12.86889307 11.07808087 6.96745454 9.81495715 8.48765758 11.09453121 10.63743364 -0.95735566 9.61723603 11.91781593 10.80128220 9.55637021 9.59338926 9.25938831 15.12164744 8.45838447 8.61439514 9.95702773 8.16676364 8.76886084 10.88223999 11.88361711 8.51037017 13.99870100 8.73612960 9.57402391 9.32804476 9.90372944 7.53048281 5.92528501 11.60679202 10.84273352 10.84313803 10.25026703 9.43924725 9.69548757 9.61221333 9.88263357 11.49411125 9.52242284 12.01389329 NA 9.05247105 7.96739574 10.59483132 7.99974469 13.75790746 8.84515882 7.87236523 7.69369394 8.61439514 9.63416487 9.96671265 8.55538288 6.70797887 8.68649878 10.07606560 -0.95735566 NA 8.23246698 NA 10.88499285 9.34528149 4.25209770 11.19334184 9.00842694 9.55340678 10.35948976 2.04264434 10.51533340 14.16073194 9.88734827 9.21006078 11.52746542 10.55291218 9.66835141 8.93594410 5.81082609 9.61534272 9.35409574 2.04264434 7.44352212 5.61249700 12.62337218 9.19238973 10.05107119 7.67592811 6.30942906 12.75258792 10.73176696 11.10772200 10.86202335 10.26845252 11.76779572 3.56620629 9.93973170 7.99100987 10.88695597 10.74091314 10.51736251 10.58905475 2.84999926 NA 8.05627246 4.32804656 13.56098834 10.43549661 8.91454778 0.04264434 8.54013501 9.81495715 9.37914916 7.30473736 7.73264027 11.92299133 4.32804656 6.71506831 TCGA-DT-5265 51 0 NA 384 rectum stage ii t3 n0 m0 male 2010 NA yes rectal mucinous adenocarcinoma NA rx NA not hispanic or latino NA NA 5 1 3 4 1 3 1 2 NA NA 0 4 0 0 1 0 0 0 4 4 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 7 0 0 2.229052e-06 8.080315e-07 33.3333333333333 9.64912280701754 16.6666666666667 35.0877192982456 5.26315789473684 9.9064057 9.0101784 10.7843149 6.0668706 13.0580299 0.5965536 8.2618862 13.1684564 13.2912711 12.9734898 8.2499928 9.1472973 4.4378536 6.0002727 8.4994282 4.9423268 9.1382925 9.8011216 9.6599456 7.0559819 10.0477615 7.1815131 13.0347359 7.4124674 7.6262975 10.8472437 11.2891660 10.5599282 8.0857295 8.9037056 10.0360351 8.5569386 10.8559014 8.6170674 8.7085556 2.4710313 -0.039029 0.000000 -0.601400 0.035242 0.035242 0.035242 0.031577 0.081899 3.656900 0.152630 0.152630 -0.558270 -0.558270 0.630980 -0.031714 0.261840 -1.292900 0.026233 0.026233 0.026233 1.036900 -0.194000 -0.039029 -0.039029 -0.039029 0.032362 -0.347670 -0.347670 -0.014916 -0.014916 -0.020275 -0.018078 -0.018078 -0.601400 -0.594870 0.617090 -0.622650 0.035242 0.031577 0.031577 -0.557070 0.032986 -0.019040 -0.019040 0.087100 0.087100 -0.031714 -0.029857 -0.618150 -0.017666 -1.291900 0.052810 -0.616620 -0.556870 0.026233 -0.056712 0.021884 0.968430 0.000 0.000 -0.523 -0.523 0.120 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 -0.564 0.117 0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.348 -0.348 0.000 0.000 0.000 0.000 -0.601 -0.601 0.617 0.617 -0.623 0.000 0.000 0.000 -0.194 -0.194 0.000 0.000 -0.523 -0.523 0.120 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 -0.564 0.117 0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.348 -0.348 0.000 0.000 0.000 0.000 -0.601 -0.601 0.617 0.617 -0.623 0.000 0.000 0.000 -0.194 -0.194 9.57764201 5.75305626 9.20388069 9.90109195 9.91396303 5.64094478 8.88195271 10.32673754 8.09107301 9.00452639 10.11880510 3.59655355 0.59655355 NA 9.56040984 0.01163876 7.77313921 8.85393828 -0.98850436 8.82857161 10.93082373 2.18151605 8.65904650 8.15624643 5.36913840 4.84447604 11.02665450 8.25951543 7.76647524 12.46086561 3.25951354 7.30160685 8.13052886 10.84724366 10.39042468 10.82697130 8.34250497 6.82536970 10.09156603 6.86620698 10.02978815 9.32617126 10.78719826 11.81940977 11.49540376 2.66234224 9.5361297 10.1279319 2.0116030 12.3059215 9.3016069 9.4039055 3.7664786 9.5044426 3.7120234 9.4740902 9.2607015 12.0942360 12.3209222 6.3244704 12.9734898 7.7929477 10.2075753 10.7530550 -0.9885044 10.4514188 6.1613355 12.9655116 6.6189184 9.8084388 9.8011216 9.4283855 12.4065865 9.0200165 7.7797725 5.8063937 11.7637595 10.8436868 1.5965536 10.1089618 9.7830775 10.3368935 11.5243284 8.5292572 10.2038808 14.8395399 10.2660261 9.0129963 8.0722838 8.3558840 9.0817090 10.7331144 12.8889680 10.7517946 6.0115873 9.5361297 9.7822519 12.22302004 11.14921960 3.09904267 9.01017840 10.99422507 10.78431495 9.05871181 8.76313201 8.86333700 14.91403328 8.00876755 8.11749662 10.33126015 7.28771238 8.92298007 10.54929172 11.62744748 8.60137005 13.98998562 9.56137273 8.84131085 10.22347625 9.50943972 8.02560857 4.43785359 11.74290702 10.75221203 9.39313086 9.47204397 10.54977687 10.23196634 9.62719916 8.66801272 11.86021090 9.71808399 12.40543021 NA 9.12011240 8.47715435 11.07801361 7.62629749 12.19754741 10.20757530 10.18339024 10.57096511 8.50943972 7.70855559 9.87189908 8.42309910 7.92447702 7.69106789 9.65273654 -0.98850436 1.33353823 7.71549188 6.73268708 9.80112162 8.21615896 6.42944022 11.08806956 8.65363976 10.69633660 10.28246726 1.81893234 10.89193677 14.03148271 6.75305492 10.40605063 10.04776153 11.09373703 10.36913993 7.33351587 4.14086862 10.03811143 10.54977206 3.25951354 4.05598517 3.25951354 12.97628982 9.05324713 10.84724366 7.26032211 3.71202343 13.04139281 10.67024577 10.17712312 10.62307389 8.55693861 11.57573749 4.79294903 9.36031621 8.64821268 10.10170036 11.04535512 10.81167894 10.85590143 0.01163876 1.33353823 8.02491082 5.14087271 14.06462292 10.07228390 8.54880650 NA 8.30804546 9.53612966 6.38662818 6.83813618 7.89117126 11.48453261 5.20141430 8.13570929 TCGA-DY-A0XA 57 0 NA 3846 rectum stage iia t3 n0 m0 female 2001 3635 NA rectal adenocarcinoma NA NA 0 not hispanic or latino NA NA 4 5 4 3 4 1 2 2 NA NA 7 0 0 4 4 1 0 0 4 4 4 0 7 4 0 7 0 0 0 0 0 4 0 0 4 2 0 0 0 0 1 0 0 0 0 4 0 0 4 0 0 0 0 0 7 0 0 8.114602e-06 3.259712e-06 13.719512195122 14.9390243902439 14.9390243902439 44.5121951219512 11.890243902439 10.2125543 8.9288414 10.5743728 6.9584669 13.9946626 5.0820426 7.6453090 13.5887666 13.9154034 11.9016485 8.4146958 9.7808237 -0.9839316 2.3378823 9.5017815 3.9701450 9.3491074 10.2435681 10.3904482 7.8614424 10.7233113 7.9377928 12.7298756 8.1555034 4.6306617 10.5555956 10.8634010 10.9914418 10.3151601 9.4633041 9.6571006 9.9116107 9.8809120 8.3800865 9.7241738 5.3378788 0.03143600 0.03143600 0.02693500 -0.74994000 0.94445000 0.98556000 -0.04888300 0.33351000 -0.36556000 2.55330000 -0.02493500 1.53570000 3.00720000 1.59680000 0.07067300 0.02468900 0.02398700 1.39100000 1.39100000 1.43760000 -0.03925800 -0.03925800 -1.29290000 -0.31564000 -0.31564000 0.01779600 0.03214000 0.05480300 -0.19475000 -0.19475000 -0.19475000 -0.33191000 -0.33191000 0.01903600 0.00000000 -0.03313200 -0.77311000 0.98556000 -0.04888300 -0.04888300 0.34795000 -0.06258100 -0.00346270 -0.00346270 0.04506500 0.04301500 0.07067300 0.07067300 -0.72155000 -0.72323000 -0.72323000 -0.72323000 -0.72323000 -0.00691950 0.20167000 -0.33537000 0.00055459 -0.03925800 0.000 0.000 0.334 0.334 3.657 3.657 -0.728 0.000 0.000 0.000 0.000 -0.722 0.000 -0.723 -0.723 0.000 0.000 -0.316 0.000 1.391 1.391 -0.335 0.000 0.000 0.000 0.000 0.000 -0.195 -0.195 -0.332 -0.332 0.000 0.000 1.201 0.000 -0.749 0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.334 0.334 3.657 3.657 -0.728 0.000 0.000 0.000 0.000 -0.722 0.000 -0.723 -0.723 0.000 0.000 -0.316 0.000 1.391 1.391 -0.335 0.000 0.000 0.000 0.000 0.000 -0.195 -0.195 -0.332 -0.332 0.000 0.000 1.201 0.000 -0.749 0.236 0.000 0.000 0.000 0.000 8.958467 3.770840 8.709439 8.916819 10.062394 3.337882 7.076648 9.953326 8.095437 9.177084 9.180859 3.337882 NA NA 1.600936 NA 8.742170 8.435912 NA 8.779164 10.214397 5.185878 9.128392 8.970148 6.770840 4.337882 9.786616 5.319734 9.610277 13.137647 2.185867 5.784138 6.082040 10.595268 11.530420 12.838125 9.999658 4.373502 11.962597 6.946690 11.151661 9.190291 10.307123 11.773940 11.843493 4.848082 9.96139601 11.56091653 NA 12.26432445 9.86222603 10.78248097 7.82008321 9.02997265 4.18587447 9.53263703 12.93201816 12.87286390 12.90982241 7.33788054 11.90164846 6.06034575 8.18337039 10.19834644 0.01592569 9.42957998 4.53951246 12.38595831 4.89859534 12.82750241 10.24356805 6.75066144 12.23995379 9.68128797 8.32201375 5.09447678 9.39533041 10.33392995 -0.98393163 9.63891896 10.21930008 10.15486379 11.61097641 7.68837761 13.60062106 15.07096736 10.64074753 8.30135443 7.92284244 9.92659488 8.70943919 11.79690188 12.55535328 11.70984628 7.34686916 9.34798869 8.66520834 11.24867281 10.94150654 0.01592569 8.92884137 11.96577880 10.57437280 9.46716330 9.30597098 9.97595398 14.85549940 9.05897935 8.27804703 9.76749623 8.65980828 9.42321993 10.73662390 10.74854350 9.58947625 13.59638734 8.28974780 9.91379762 10.03136721 10.34406595 6.49168477 6.19586135 11.80365065 11.64894730 10.42481252 10.15997298 10.00037063 10.18148723 9.21974064 10.02717935 11.64985550 9.78826661 12.27949419 NA 9.09410303 8.82812950 10.22235599 7.48762703 13.23867155 8.18337039 7.88631663 7.97595398 6.29207679 8.96869329 10.18775439 9.58295749 6.45889543 6.89246874 9.07799812 -0.98393163 NA 6.73705125 NA 10.24356805 9.04109154 3.77083962 11.07934717 8.38881722 10.37515263 9.39207760 2.01596136 10.68173211 14.35273758 9.89016500 9.67237690 10.72331128 10.59903487 9.97305414 8.54147302 3.10341371 10.28916496 10.81322052 NA 4.94668876 6.47538325 12.53509690 8.82008321 10.55559561 8.06580062 6.25435594 13.02979815 9.67951018 11.25256432 10.54489452 9.91161070 11.79854086 4.74387037 10.21623767 8.22784021 11.21899416 11.15933533 11.26358300 9.88091200 -0.98393163 0.01592569 7.88998027 6.96431892 12.75815626 9.78661596 9.31286821 1.82330100 8.78294482 9.34798869 8.23753934 10.49117888 6.48355784 12.07833560 5.87393375 8.34013273 TCGA-DY-A1DC 72 1 1258 NA rectum stage iia t3 n0 m0 female 2000 NA NA rectal adenocarcinoma NA NA 0 not hispanic or latino NA NA 4 5 4 3 4 1 2 2 2 3 7 0 0 0 0 0 0 0 5 0 0 0 4 0 0 7 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 5.756513e-06 1.387111e-06 16.3461538461538 12.9807692307692 12.0192307692308 43.2692307692308 15.3846153846154 9.72716165 7.95723847 11.11401128 7.20001384 13.83020433 2.68614191 7.46142788 13.16583464 14.10755195 12.09029344 8.56312342 9.15812214 -0.01435385 4.54028150 8.74058222 4.47754782 9.09029347 10.10138863 10.08898257 11.90026670 9.94497218 8.09421918 12.79656754 8.33884155 3.84118818 10.06850906 10.48603866 10.08898257 8.73052856 7.70391949 9.85451733 9.33331616 10.24190345 11.18229683 9.15687160 2.57065722 0.0288790 -0.0182270 0.0076157 0.6488800 0.6488800 1.2517000 0.0078941 0.0054673 0.0054673 0.0318780 -0.0043807 1.3120000 1.3120000 1.1962000 0.0624860 0.0697880 0.0549210 1.3926000 1.3926000 1.4269000 0.0992630 0.0573440 0.0478120 0.0478120 -0.6993900 0.0000000 0.0136080 1.1501000 -0.0233150 -0.0467410 -0.0702910 -0.0333470 -0.7304800 -0.0081857 -0.0424040 0.6564200 -0.7281000 0.6488800 -0.0093722 0.0187790 -0.0110830 -0.0043807 0.0517900 -0.7212100 -0.4254600 -0.4254600 0.0624860 0.0624860 -0.6791300 -0.7052400 -0.7052400 -0.7052400 -0.7052400 0.0746720 -0.6964200 -0.0244110 -0.4175200 0.0992630 0.000 0.000 0.000 0.000 0.000 0.000 1.281 0.000 -0.425 0.000 0.000 -0.679 0.000 -0.705 -0.705 0.000 0.000 0.000 0.000 -0.696 1.427 0.000 -0.404 0.000 0.000 1.095 1.095 0.000 0.000 0.000 0.000 0.000 0.000 0.656 0.656 0.489 1.217 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.281 0.000 -0.425 0.000 0.000 -0.679 0.000 -0.705 -0.705 0.000 0.000 0.000 0.000 -0.696 1.427 0.000 -0.404 0.000 0.000 1.095 1.095 0.000 0.000 0.000 0.000 0.000 0.000 0.656 0.656 0.489 1.217 0.000 0.000 0.000 0.000 8.52291299 3.79305311 9.03690357 9.63943550 9.39083618 4.07316042 7.69305408 10.58560753 8.09160305 7.99131946 10.01014189 2.15561972 NA 0.57065722 2.30763253 NA 8.69132722 8.07845186 NA 8.38870660 10.97082505 2.57065722 9.30423745 8.84522940 6.09421918 -0.01435385 9.78821114 5.05178536 6.93406234 13.36899398 2.57065722 1.79306352 6.42032239 11.39694085 12.28518895 12.06634571 9.54984415 5.71361609 10.65413655 6.28031609 10.48404526 8.18453272 10.76500367 12.52679980 12.76510628 2.76809961 9.30197625 10.64880803 NA 12.21946414 9.33663398 9.86986524 6.08372609 11.16155606 5.05178536 9.68092295 12.66319414 12.85519215 13.29602346 6.34324613 12.09029344 4.98569624 9.01083438 10.62503537 0.98571900 9.74058222 3.37801214 12.81769462 5.49349043 9.74308473 10.10138863 7.30310764 13.56495171 8.60591467 8.37371215 4.29057185 10.50876655 9.51805058 -0.01435385 8.97295883 9.02872191 10.37693835 11.68591764 7.85605944 12.50741782 13.91188783 10.87367680 8.60591467 8.52872641 9.10203868 8.93697943 12.52920991 13.37007375 10.85627907 6.72040434 10.10852276 7.42032323 11.17829573 11.34681604 1.30760339 7.95723847 11.13130845 11.11401128 8.56877736 8.96297464 8.59856322 13.79922490 9.13417139 8.24543814 10.83000815 8.18045174 8.62593966 10.87519866 10.75800929 9.12952439 14.53878396 9.51317173 9.63764339 10.02940554 10.52145606 7.70679368 7.20486357 12.01549956 10.13734559 11.47679622 11.15780961 10.14304170 10.24190345 8.38373280 9.97437945 11.26123726 9.94786775 12.15385909 NA 9.36290532 9.04639065 10.33884155 8.20001384 12.02512786 9.01083438 7.27571388 8.78821098 8.63135315 9.20728184 10.11562165 9.07183103 5.96297464 7.66517458 9.65900385 NA NA 7.09421918 -0.01435385 10.10138863 8.88505174 4.71361334 11.55460084 8.48154961 10.23243532 10.10138863 -1.01420815 11.01808484 14.10965441 8.00250282 9.68613438 9.94497218 10.69822169 10.06784372 7.55934191 6.01911698 9.80347779 10.70892902 NA 7.61869016 6.51707566 12.99893012 9.39614600 10.06850906 7.48554034 4.37801214 13.23503041 11.16342564 11.29261083 11.41562443 9.33331616 11.99534841 4.50925879 10.74141685 8.38870660 11.36154868 9.52775926 11.69736169 10.24190345 NA NA 8.42111514 5.54028460 13.67711109 8.73891136 8.48154961 -1.01420815 8.86221177 10.10852276 4.84367739 6.65103016 7.85913904 11.70700756 4.15561972 7.70337137 TCGA-DY-A1DD 77 1 1741 NA rectum stage iiib t3 n1 m0 female 1999 1741 NA rectal adenocarcinoma NA NA 1 not hispanic or latino NA NA 4 3 1 6 4 1 2 1 3 2 6 4 6 0 1 0 0 0 1 1 4 0 4 4 0 6 0 4 0 5 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 6 0 5.375057e-06 2.288734e-06 24.7747747747748 13.0630630630631 15.3153153153153 38.2882882882883 8.55855855855856 10.2167467 8.0738898 10.6092954 7.0685171 13.4796166 1.8097848 8.1265491 13.1471623 13.2276350 12.2920143 8.7388296 7.6783846 3.9093219 NA 7.8447779 2.3243498 8.3511557 9.0951847 10.3141759 5.5415861 10.3439464 8.0358504 12.6972207 6.9566236 7.3555740 9.9183069 10.8261929 10.8105874 9.7706119 7.9035963 9.5741802 9.4096954 10.2697995 11.0206278 8.9242686 -0.9976935 0.0282000 0.0000000 -0.0173910 1.3207000 1.3207000 1.4994000 -0.0058140 0.0259520 -0.0080122 1.4479000 0.0123760 1.5761000 1.5761000 1.5761000 0.0431570 0.0472680 0.0472680 3.2806000 3.1834000 2.1465000 -0.3577200 0.2234500 0.0290440 0.0290440 0.0282000 -0.0210940 0.0028748 0.0081959 -0.0344950 -0.0453010 -0.0538670 -0.7762600 -0.7762600 -0.0173910 -0.0173910 1.4711000 -0.8858800 1.3207000 -0.0058140 -0.0058140 -0.0069195 0.0081959 0.0034687 0.0199230 -0.8131800 -0.8131800 0.0431570 0.0431570 -0.8283800 -0.8248900 -0.8354800 -0.8460600 -0.8460600 0.0240350 -0.2562400 -0.8352700 0.0563700 0.2720600 0.000 0.000 0.000 0.000 0.000 0.000 1.576 0.000 -0.813 0.000 0.000 -0.828 0.000 -0.835 -0.835 0.000 0.000 0.000 0.000 -0.256 3.657 -0.835 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.222 -0.776 0.000 0.000 1.484 1.484 1.321 1.321 0.000 0.000 -0.367 -0.158 0.000 0.000 0.000 0.000 0.000 0.000 1.576 0.000 -0.813 0.000 0.000 -0.828 0.000 -0.835 -0.835 0.000 0.000 0.000 0.000 -0.256 3.657 -0.835 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.222 -0.776 0.000 0.000 1.484 1.484 1.321 1.321 0.000 0.000 -0.367 -0.158 9.056353483 4.250355272 9.045454984 8.832150443 9.071205980 4.494281192 7.933164816 10.701132202 8.097824615 9.287829868 9.506253225 4.211884402 NA 1.002450499 0.002450499 -0.997693533 8.757314997 8.470033266 NA 9.416055409 10.745999797 5.494281192 7.912320527 8.476133359 6.541586080 NA 10.855737166 5.024793939 4.757316664 13.921383952 3.089887924 NA 4.909317091 11.328295132 11.422124439 12.901784499 11.111278693 7.231246146 10.016085227 6.221596788 10.541101553 8.868454659 11.070534033 12.172822133 11.067843716 5.076246956 9.286673 11.959530 0.587365 13.356470 9.460834 9.600480 5.909317 10.220385 3.646289 9.230043 12.459808 12.426988 12.744948 6.002428 12.292014 4.428692 9.380723 10.015052 1.324350 10.199030 4.089888 12.262024 6.816209 9.623564 9.095185 6.342277 11.572520 9.692426 7.832150 5.566197 5.411819 10.065148 2.587389 8.855737 9.484227 10.101118 10.907062 5.541586 12.906309 15.102386 10.113563 7.944942 7.953712 10.295324 8.788697 11.944942 12.413144 11.289136 6.835318 10.258046 8.292446 11.955168820 11.537216799 3.089887924 8.073889839 11.581507734 10.609295387 8.960980199 8.342277387 9.257456204 14.496590012 9.366562206 9.262170738 9.359979670 7.131710884 8.709786546 10.817010014 10.226429293 8.149403677 13.790636101 9.414997416 9.250355035 9.471051673 10.692862090 7.591142315 4.359977914 12.018539423 10.844777937 10.606053889 10.992886163 9.827386373 10.298770220 9.820306629 9.827386373 11.190088926 10.035850550 11.719114161 NA 9.093863047 8.986846067 10.210052009 6.269214594 13.068096144 9.380722523 6.950794990 9.698525664 7.449511028 8.557016368 10.351155680 8.949699211 5.968212892 7.449511028 11.101775399 5.557017900 1.809784846 7.478161274 4.211884402 9.095184691 8.057710194 5.461859205 11.643801998 8.259815279 10.452607789 9.865839498 0.002450499 10.927611095 14.006296805 7.202100309 10.040660691 10.343946400 10.715384368 10.072548534 6.541586080 6.411817713 9.919053547 9.311437722 4.002423494 8.461859205 3.587388996 12.973342316 9.473086536 9.918306917 7.591142315 4.211884402 13.529721297 10.548839725 10.433402772 11.657287317 9.409695355 11.729497115 4.860406662 9.994657785 7.841631646 11.197492118 9.301635656 11.494531117 10.269799468 -0.997693533 NA 8.987443947 8.252725977 13.348179309 9.748101923 8.308489208 0.002450499 8.714816987 10.258046335 6.885070358 9.164818955 7.806558644 11.937408397 5.172351496 7.609757917 TCGA-DY-A1DE 56 0 NA 3932 rectum stage iia t3 n0 m0 female 2001 3667 NA rectal adenocarcinoma NA NA 0 not hispanic or latino NA NA 1 3 1 6 1 1 1 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.888980 9.167595 10.548564 6.337930 14.036350 1.293547 7.782179 13.244892 13.837099 11.510039 7.922892 9.530028 3.726493 -1.028263 9.813172 3.971608 9.539564 10.160197 9.642264 8.257010 10.316458 8.090549 12.828422 8.002275 7.105880 9.712232 9.112437 9.677240 9.751327 8.024502 9.797361 8.790190 9.352069 9.145285 9.723988 1.293547 0.6992200 0.8937600 0.5195100 -1.1298000 0.8845500 0.0040862 -0.5009500 -0.0271490 0.4148700 -0.0792840 -0.0830690 1.5743000 0.4604900 0.4826900 0.0685850 -0.0875200 0.4251000 2.3604000 0.8422700 0.8903500 -0.2018100 0.1636200 -0.5856400 -0.5641100 -0.2444200 0.3243800 0.4303200 0.0457710 -0.5465900 -0.5043800 -0.5409300 -0.9886800 0.0000000 0.4877800 -0.0187040 -0.0193900 -1.1298000 -0.0248740 -0.5009500 -0.5009500 0.4338400 -0.0478760 -0.5460200 -1.0910000 0.0060319 -1.2929000 0.0685850 -0.1270100 -0.5858400 -0.5540200 -1.2929000 -0.9898700 -0.9898700 -0.4886400 1.5002000 -0.0178800 -0.5562300 -0.2018100 -0.424 -0.424 0.000 0.000 0.000 0.000 0.483 -0.542 0.000 0.000 0.000 -0.573 0.000 -0.554 -0.554 3.168 3.657 -0.267 0.260 1.500 0.890 -0.536 0.000 0.324 0.324 0.392 0.000 -0.514 -0.514 0.000 0.000 0.481 0.000 0.523 0.000 -1.105 0.000 0.548 0.548 -0.262 -0.262 -0.424 -0.424 0.000 0.000 0.000 0.000 0.483 -0.542 0.000 0.000 0.000 -0.573 0.000 -0.554 -0.554 3.168 3.657 -0.267 0.260 1.500 0.890 -0.536 0.000 0.324 0.324 0.392 0.000 -0.514 -0.514 0.000 0.000 0.481 0.000 0.523 0.000 -1.105 0.000 0.548 0.548 -0.262 -0.262 8.13902585 4.58632040 9.79018980 8.61546375 10.08469865 4.21953254 7.65108758 10.62892612 7.14153293 8.42075649 3.67205189 5.49517068 NA NA 3.92580009 -1.02826333 8.91851385 7.67204765 -0.02841046 8.35747019 11.07095545 0.55660108 9.14027968 10.20342888 5.75296798 2.43103453 9.42590697 6.49516908 8.03230365 12.54785578 5.52619717 -1.02826333 7.41455079 10.47841107 11.86092149 12.67258916 9.09702105 5.31145589 10.41762607 6.22436833 10.17373147 9.38428341 10.95567003 11.92829418 11.87755869 4.80778251 9.57430647 11.21031093 1.97158954 12.75593577 10.02756795 10.79098848 7.20522730 9.82569692 4.72649339 9.93955439 12.84457106 13.19183481 13.28122612 6.85425129 11.51003913 5.41455164 8.34881799 11.04975845 -0.02841046 9.71138821 3.92580009 12.32558149 4.69952942 8.65284605 10.16019654 8.11626598 12.27110190 10.17005273 9.26852375 6.21877536 7.88748689 10.17923211 1.97158954 9.94243255 9.38311867 10.98946000 12.12547630 8.11115915 12.80439880 14.18371679 11.51391409 8.09314128 7.19560942 9.07095545 8.60460289 11.20462806 13.59360226 11.89354154 7.87247420 8.17127990 8.70970006 11.41117888 14.01885941 1.55655204 9.16759502 10.84735698 10.54856436 8.95602615 9.50591057 9.73482002 14.93068000 9.24073434 7.45542340 9.13651466 8.86945319 8.84351283 10.78498803 10.35800904 9.76618600 13.64242985 8.63338580 9.28675711 8.72482453 9.86945319 12.20222859 5.21953641 11.82140370 10.55516064 10.84158699 9.78538887 9.67551128 9.87096464 9.27111328 9.55750908 10.75542441 9.34664714 11.66662493 NA 8.47543351 7.89642020 10.36446169 8.15151689 11.97354358 8.34881799 5.94888814 9.05774376 7.66509426 8.84658890 9.76926925 9.54998041 6.43103955 7.72315169 8.72983076 4.29353234 -1.02826333 7.34664669 -0.02841046 10.16019654 8.98423216 5.90234617 10.79577084 8.56966007 10.10731700 9.28108409 -0.02841046 10.60959098 13.96211054 7.32915948 9.57986255 10.31645838 10.28619086 13.28094189 7.79497464 3.43103453 9.48730746 10.36685264 3.49517068 4.90234376 5.98283390 11.92834682 8.76114130 9.71223173 7.06963988 4.10089357 12.54371573 10.52331593 11.68219886 10.53861304 8.79018980 11.30112370 5.55657043 10.03432839 7.36821222 10.28222039 9.88748704 10.86263186 9.35206881 2.55657656 NA 7.44547594 6.01600149 13.35443429 9.48237176 8.58263240 -0.02841046 8.44620577 8.17127990 6.51850209 6.92580364 7.21001279 12.26249047 3.55656430 8.53385025 TCGA-DY-A1DF 73 1 734 NA rectum stage iiic t3 n2 m0 female 2001 734 NA rectal adenocarcinoma NA NA 5 not hispanic or latino NA NA 3 4 2 3 1 1 2 2 NA NA 7 0 0 4 0 4 0 0 0 4 4 0 4 0 0 7 6 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 4 0 0 4.716179e-06 1.491145e-06 34.2541436464088 9.94475138121547 9.94475138121547 33.1491712707182 12.707182320442 10.5418357 8.4425554 10.5910433 6.1206277 13.5698673 -0.6994662 8.6402984 13.0933332 14.3456534 12.7265821 8.6246288 8.2662328 4.2073385 0.8854182 7.0419154 4.0008924 8.7741542 9.2791588 9.9215845 6.6667708 10.4290872 8.0078077 13.1457424 7.2311857 NA 9.7340338 11.6251915 10.1388645 8.2282261 8.5682415 10.0826276 9.8386373 9.8966382 10.7731392 8.2013153 1.6223682 0.564900 0.564900 0.631890 0.538720 0.538720 0.571660 -0.605260 -0.595170 -0.564750 -0.511660 -0.542040 3.447500 3.447500 3.227100 0.113450 -0.545120 -0.545120 0.723950 0.723950 0.684770 0.053094 0.044999 0.657920 0.657920 0.564900 0.047836 -0.083706 -0.085324 -0.056072 -0.056072 -0.595070 -0.042245 -0.052801 -0.512180 0.520440 1.445900 0.596380 0.538720 0.043015 -0.605260 -0.603520 -0.542040 -0.599540 -0.038083 -0.574870 -0.574870 0.125640 0.088548 -0.545120 -0.601190 -0.613450 -0.613450 -0.632920 -0.478700 -0.605160 -0.028765 0.699510 0.053094 0.566 -0.010 -0.601 -0.601 -0.542 -0.542 3.420 0.000 -0.575 0.148 0.148 -0.545 -0.545 -0.585 -0.585 -0.464 -0.464 0.565 0.565 0.685 0.685 0.000 0.700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.463 0.000 1.581 1.581 0.539 0.539 0.000 0.000 0.000 0.000 0.566 -0.010 -0.601 -0.601 -0.542 -0.542 3.420 0.000 -0.575 0.148 0.148 -0.545 -0.545 -0.585 -0.585 -0.464 -0.464 0.565 0.565 0.685 0.685 0.000 0.700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.463 0.000 1.581 1.581 0.539 0.539 0.000 0.000 0.000 0.000 8.9816869 4.1078050 8.5244500 8.4703734 9.9657843 4.0008924 7.8434802 9.8328043 7.9188340 6.9728741 8.2662328 0.3004166 2.3004459 NA 1.8854182 -0.6994662 8.2370861 8.0078077 NA 8.5388532 11.2341390 7.8473430 8.7013280 8.1677272 5.7761830 1.6223682 10.3557308 7.5812194 10.9492553 13.0412832 5.3448427 -0.6994662 5.3879105 10.4552665 11.0524108 10.5406434 8.2834422 6.5099017 10.1909711 8.3920426 11.0355812 8.8480755 11.0940517 11.8064063 10.5280643 2.9886302 9.7066533 10.5238467 -0.6994662 11.4268302 8.8891629 9.1285849 5.0008879 10.1646346 3.6223799 9.6042291 12.0567962 11.9277543 12.2157676 6.0553367 12.7265821 4.3448427 8.9497045 10.1990497 0.8854182 9.6776589 6.1830914 13.7041927 6.1459383 9.2820155 9.2791588 7.6402984 12.4862530 9.7943038 7.2252605 4.8389871 12.4019317 10.1269969 0.8854182 9.9003612 9.2762964 10.2200566 11.0956763 5.1830895 11.4546336 14.1392510 11.0082389 4.2073385 8.7578293 8.7309008 9.4952053 11.0850832 13.1808928 11.5190782 6.6223769 9.8882259 9.2990388 12.1384704 10.9348057 0.3004166 8.4425554 11.2256319 10.5910433 8.7013280 8.3772639 8.5147673 14.9742736 9.7340338 9.4915076 9.5280643 7.1396526 8.5244500 10.6291233 11.3805997 8.6280233 13.3717431 9.8022855 8.9406933 9.7193551 10.0678053 7.1708134 3.3004459 10.2050830 9.7832563 8.4037364 10.1838553 9.9991530 10.1427987 8.0249623 8.3283545 11.1595949 9.8531174 12.9655400 NA 8.5220353 9.1982938 10.3932055 8.0948642 11.5442174 8.9497045 7.8396069 8.9974158 6.5292666 8.0351581 10.0292192 8.0385404 6.7680533 2.0250997 10.4514649 2.1077883 NA 6.8082435 NA 9.2791588 6.7267127 6.1078029 11.5596031 8.6402984 10.5328693 9.3311156 2.6223682 9.9702192 13.7566102 6.5292666 9.7923015 10.4290872 10.2962156 9.9604442 6.1952669 5.8703031 11.2531896 10.2662543 0.3004166 5.3228151 3.3004459 12.4678665 9.5893144 9.7340338 6.9298052 4.2546469 13.6561436 11.1384704 10.0189813 10.8966381 9.8386373 12.5975079 6.0008879 10.2604503 7.8082428 10.4778679 9.4297314 10.6959825 9.8966382 NA NA 8.5993587 5.7267141 13.1045794 9.9415970 8.4902729 0.3004166 7.5765728 9.8882259 0.3004166 7.4193897 7.4653550 11.9928459 4.8550379 4.9151576 TCGA-DY-A1DG 75 1 1566 NA rectum stage iva t3 n1 m1 male 2000 NA NA rectal adenocarcinoma NA NA 2 not hispanic or latino NA NA 2 3 1 6 4 4 2 2 3 3 7 0 0 4 0 0 0 0 4 7 7 4 4 0 0 7 4 0 4 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 4 4 0 4 0 0 0 0 4 4 0 0 7.941213e-06 3.086323e-06 27.1341463414634 14.9390243902439 14.3292682926829 35.3658536585366 8.23170731707317 9.67777055 6.55710064 10.50644108 6.24826347 13.95593347 NA 8.84711969 12.40127818 13.44888442 12.83312817 9.13955647 8.05162279 -1.02796912 NA 8.23892488 4.18159556 9.48586573 8.83011934 10.47894168 9.56739562 11.22125166 7.83322534 13.60672242 7.91465302 6.58662665 10.29631882 11.01755660 10.45343311 9.49863742 8.43429295 10.41973807 9.11679645 10.05428726 11.45847049 9.00693725 -0.02782203 0.01586600 -0.59448000 0.58166000 3.65690000 -0.11339000 -0.11469000 0.01391100 -0.00968060 -0.00968060 -1.23680000 -1.21490000 0.69036000 0.69036000 1.36060000 0.60124000 0.59800000 0.59800000 1.92280000 2.04800000 0.03340800 -0.06939300 -0.09062600 0.02160300 0.02160300 0.01586600 -0.01752900 0.00083195 0.00541390 0.40339000 0.40339000 0.40339000 -0.58941000 -0.60468000 0.02188400 -0.01550800 -0.00097017 -0.09604400 -0.11339000 0.01391100 0.01391100 -0.01780300 0.02062300 -0.58579000 -0.58579000 -0.56236000 -0.56236000 0.02918400 0.60124000 -0.58382000 -0.39575000 -1.20720000 -1.21920000 -1.21920000 -0.57704000 0.07858200 -1.17790000 -0.60587000 -0.06939300 0.000 0.000 0.000 0.000 -1.186 -1.186 0.690 -0.586 0.000 0.000 0.572 -0.564 0.034 -1.191 -1.191 -0.577 0.000 0.000 0.000 0.000 0.593 -0.575 -0.598 0.550 0.000 0.000 0.000 0.403 0.403 0.000 -0.578 0.000 0.506 0.000 0.000 -0.113 -0.113 -0.546 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -1.186 -1.186 0.690 -0.586 0.000 0.000 0.572 -0.564 0.034 -1.191 -1.191 -0.577 0.000 0.000 0.000 0.000 0.593 -0.575 -0.598 0.550 0.000 0.000 0.000 0.403 0.403 0.000 -0.578 0.000 0.506 0.000 0.000 -0.113 -0.113 -0.546 0.000 0.000 0.000 9.95370554 2.43156948 9.65951396 7.01653198 9.26330888 3.14207029 6.60876342 10.68767128 9.03418435 9.04761745 10.20095695 -1.02796912 1.97214120 -0.02782203 4.83011839 NA 9.25522666 8.74527734 NA 8.64633045 11.05295577 5.55710064 8.36015530 9.67604186 7.84558226 1.55709144 10.17732049 4.61599298 6.65863851 13.56091141 NA 1.29407665 5.57204987 10.96790536 11.99554607 12.32183412 10.25696228 5.22006678 10.26052559 5.74032316 10.14331497 9.03442731 10.46349035 12.12752730 11.46273844 2.48941448 9.875267 11.015166 NA 12.389200 9.844043 10.290116 6.601494 11.301935 2.557091 9.395254 13.689868 12.777378 12.993378 6.805028 12.833128 3.672572 6.842502 10.813309 1.294077 10.200957 4.364453 13.494658 5.495702 7.966492 8.830119 5.479932 12.065226 9.163198 7.623190 5.534992 11.122520 9.699208 NA 9.614190 9.730361 10.325836 11.495700 7.238924 12.990512 14.244512 10.682945 7.557101 8.755136 8.241265 9.693237 11.142376 13.041000 11.136596 7.455954 12.340508 8.132010 11.1782368 11.2943481 NA 6.5571006 11.4096302 10.5064411 8.9537055 9.0556176 9.2951929 14.6144997 9.2271668 8.6087627 9.9270615 7.1065650 8.8730051 10.2753482 10.8125228 9.1677074 14.5341421 9.8129161 9.3482636 10.3666009 10.6898147 8.0675355 3.5571037 11.8758318 9.1779315 11.7807003 9.8924911 10.2884197 10.4784458 9.7132765 9.8425029 11.0891319 9.6365855 11.9103009 NA 8.2224365 8.4960137 8.6743109 7.5190323 12.4306730 6.8425025 8.8547811 6.3899901 6.0165320 7.9777630 9.5813170 8.6918178 5.3815291 6.8608809 8.1937254 7.4917745 -1.0279691 7.1470634 -1.0279691 8.8301193 7.6267742 4.3644534 11.4814184 8.7681777 9.8895104 9.7843155 1.2940766 10.3307894 14.4960064 6.6516186 10.0609265 11.2212517 10.7220077 10.3978787 7.5533390 6.4957000 10.7178125 10.4663538 NA 7.5978470 0.9721044 12.9908600 9.3844857 10.2963188 7.6014945 5.1420621 13.7525242 11.0442708 11.3738177 10.9625968 9.1167965 11.5989880 3.0595976 10.7110749 8.1594904 10.3498910 9.6419090 10.9234229 10.0542873 -1.0279691 NA 7.2337165 8.2575406 12.6403584 9.5083855 7.6829447 2.7794909 9.0253990 12.3405083 1.2940766 8.0137972 8.4498964 12.2100950 3.9721412 3.2940619 TCGA-DY-A1H8 77 1 992 NA rectum stage iiia t2 n1 m0 female 2000 992 NA rectal adenocarcinoma NA NA 1 not hispanic or latino NA NA 1 2 1 5 4 4 2 2 2 3 7 0 0 0 0 4 0 0 0 4 1 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 3.883912e-06 1.803245e-06 31.547619047619 10.7142857142857 14.8809523809524 38.0952380952381 4.76190476190476 9.0293179 8.3762405 9.5812221 5.6647445 13.4601358 0.3427823 7.7606701 12.3044407 13.4485622 11.5360347 9.4630553 8.7500852 NA 4.4302786 9.5473885 5.2735532 8.1469484 10.0336884 10.5338765 6.0977056 9.9938691 8.5152449 13.4406849 6.9938691 6.0432570 10.2246961 11.8602407 10.0732875 9.3286592 8.4678175 10.2147226 10.1445257 10.7873146 11.8081286 8.6759726 NA -0.0012473 3.6569000 -0.0228810 0.0087854 0.0087854 0.7543300 0.0012481 0.0000000 0.0000000 0.7562400 0.7562400 0.8958800 0.8958800 0.8522200 0.0457080 0.0393370 0.0393370 1.9055000 1.9055000 0.9040600 0.5604500 -0.2011200 -0.8146600 0.0539480 -0.0012473 -0.0080633 -0.0095392 -0.0391220 -0.8626300 -0.0160170 -0.0160170 -0.0258040 -0.0258040 -0.0228810 -0.0228810 0.0041632 0.0087854 0.0087854 0.0012481 0.0374620 0.0000000 0.7562400 0.0029133 0.0101410 0.0325630 0.0325630 0.0873540 0.0457080 0.0393370 -0.0160310 -0.0160310 -0.0510460 -0.0510460 0.0169850 -0.8597900 -0.8446700 -0.8334100 -0.9510100 0.000 0.000 0.000 0.000 0.756 0.756 0.883 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.158 0.961 -0.845 0.000 0.000 0.000 0.000 0.000 -0.863 -0.863 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.000 0.000 0.359 -0.201 0.000 0.000 0.000 0.000 0.756 0.756 0.883 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.158 0.961 -0.845 0.000 0.000 0.000 0.000 0.000 -0.863 -0.863 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.000 0.000 0.359 -0.201 9.3596257 1.6647559 9.8516026 6.2735551 10.0800647 1.9277827 6.2007986 11.1741246 9.0240559 8.2346010 10.4804489 4.7351322 -0.6572177 -0.6572177 0.9277448 NA 9.2193343 8.8246167 NA 9.5202368 10.2131820 3.0432570 8.7795290 9.2224006 5.1501738 5.7857598 9.5559216 5.1501738 8.1208947 12.8185508 3.7351322 NA 5.4513430 10.9007597 11.8341694 11.6230081 10.3114842 5.0152433 8.9079575 5.5522695 10.2572024 8.7373231 11.1701600 12.1762925 11.0884917 4.3727153 9.7816092 12.0482337 NA 11.5498317 9.2085507 9.7867969 6.0152433 9.2007983 3.0432570 11.6025606 12.1274522 11.9819319 12.8026331 9.7722240 11.5360347 2.8022553 7.0081529 9.8897119 NA 9.6443135 -0.6572177 13.3340734 5.2007986 10.0001358 10.0336884 4.4302786 12.3771005 12.5894095 8.3707231 3.7824400 10.6013834 9.5716360 -0.6572177 8.9240179 9.2691134 10.2054547 10.5800273 6.2497070 12.7215186 14.0929522 10.3714141 10.4565595 7.0010287 9.8416666 8.9031501 11.9376085 12.5779341 12.5297301 7.1437169 9.2224006 9.7564452 11.6576838 11.2590701 NA 8.3762405 10.8083838 9.5812221 9.7627775 9.1629962 9.2100961 14.3533433 9.6737341 8.4772438 10.7852425 6.7091390 9.3980998 10.2639145 11.9826102 10.0956160 14.1713010 8.8897117 8.9183567 10.1331659 10.9898260 8.4874755 1.6647559 12.9393565 10.6926514 10.6590989 9.9002810 10.0336884 10.3679569 10.0586850 9.7805695 11.5580470 9.6500181 11.6146713 NA 8.5301695 8.4823687 9.9749038 5.6826660 12.4254654 7.0081529 6.6826674 7.9126732 6.3315028 6.4302803 9.4513418 9.3343392 7.3651851 9.4785266 9.0310676 NA NA 7.3762400 0.3427823 10.0336884 7.8741988 4.8346708 11.9228403 9.4382145 10.7553872 11.8027612 0.3427823 10.8396711 15.5664420 5.3651851 10.0389156 9.9938691 10.3364634 10.3844765 5.9721734 1.6647559 10.5295506 10.3279121 NA 7.6602298 3.6647445 13.2452867 9.7014685 10.2246961 7.7899007 3.1501697 13.1405802 9.4721004 10.5473885 11.1404789 10.1445257 12.1804453 3.2497032 10.0604937 7.7648822 9.8887471 10.5039492 11.8938046 10.7873146 0.9277448 1.6647559 8.6072833 7.7981445 13.7781620 10.4578610 7.9464437 0.3427823 8.9219257 9.2224006 5.2735532 8.0467208 9.0775269 11.9357415 4.4720978 7.5954828 TCGA-EF-5830 54 0 NA 106 rectum stage iib t4a n0 m0 male 2010 NA no rectal adenocarcinoma NA r0 NA not hispanic or latino NA NA 4 4 1 6 4 4 2 1 NA NA 6 4 0 1 4 4 0 0 4 4 1 0 4 4 0 6 1 4 4 0 0 1 0 0 0 0 4 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 7.455724e-06 2.912934e-06 14.0983606557377 11.1475409836066 7.54098360655738 63.2786885245902 3.9344262295082 10.0812615 8.7559664 11.1434605 6.5458804 13.6747184 0.5995082 6.8786861 13.6597065 13.6597640 11.2523070 8.6744956 9.2964296 -0.9853591 2.8218530 9.0953171 3.5994606 8.9422776 10.2049416 8.7576510 3.1844231 10.9595775 8.3228385 12.9716016 7.4780237 5.7684517 9.8925506 10.2487183 10.2067924 8.9393121 7.9747042 9.7390135 9.3819143 10.3709515 11.4384033 9.6709244 1.0144981 -1.5553e-01 -1.8441e-01 -1.0566e-03 4.3600e-01 4.3600e-01 1.0494e+00 7.3456e-02 1.2885e+00 3.6000e-02 -1.7340e-02 -1.7340e-02 7.7599e-01 7.7599e-01 7.7599e-01 1.2452e-01 -6.9871e-01 1.4908e+00 8.9917e-01 8.9917e-01 8.9917e-01 -1.1973e-02 -1.1973e-02 -1.4909e-01 -1.4909e-01 -1.4909e-01 2.5386e-02 2.9800e-02 -8.6513e-05 -3.0362e-02 -5.4505e-02 -1.4864e-02 -3.0790e-02 -2.7210e-02 4.8457e-02 1.9939e-03 7.2345e-01 -7.8181e-01 4.5911e-01 -1.6927e-02 6.0133e-02 3.6000e-02 1.8016e-02 3.8839e-02 5.8991e-02 -7.2602e-01 -7.2602e-01 1.2452e-01 1.0094e-01 -7.0842e-01 -7.5647e-01 -7.5647e-01 -7.5647e-01 -7.5647e-01 1.7383e-01 7.3887e-02 -7.4130e-01 6.4708e-02 -1.1973e-02 -0.743 -0.743 0.000 0.000 0.000 0.000 0.776 0.000 -0.488 0.101 0.101 -0.699 -0.699 -0.756 -0.756 -0.498 -0.549 -0.149 -0.149 0.000 0.796 0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.723 0.723 0.214 0.985 -0.129 -0.129 0.000 0.000 -0.743 -0.743 0.000 0.000 0.000 0.000 0.776 0.000 -0.488 0.101 0.101 -0.699 -0.699 -0.756 -0.756 -0.498 -0.549 -0.149 -0.149 0.000 0.796 0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.723 0.723 0.214 0.985 -0.129 -0.129 0.000 0.000 7.98028413 4.62921089 9.05204658 8.48820528 9.57196325 3.01449813 6.85370379 10.71190155 6.34541589 8.56908850 9.36433364 3.92138872 NA NA 6.35434989 1.01449813 9.27659437 8.19937494 NA 7.91536613 11.13506147 0.01449813 9.21294451 9.16424676 4.68692627 3.78321566 9.97014947 4.50635440 5.76938827 12.81124898 3.01449813 5.67271102 6.82185432 11.72788609 12.03113376 12.17342477 10.12563522 6.44912718 10.79161102 5.61441244 10.82185448 8.56638099 10.73431621 12.83821410 12.15804222 1.92139824 9.3409289 10.2276038 -0.9853591 12.2279076 9.5690885 9.9889141 5.9333625 9.8709250 4.0144981 10.0657085 12.2569294 12.9733241 13.3810267 6.2239534 11.2523070 4.7149378 8.2742430 10.3868205 -0.9853591 9.4932692 6.2433187 12.2959950 4.7149378 9.9183815 10.2049416 7.7660438 11.8748106 8.4821053 7.4196409 4.2658419 11.2163172 9.3159957 NA 9.3643336 9.6682404 10.2677562 11.3769914 6.9093171 13.2891689 14.3837264 10.8064764 5.9802836 6.5301987 8.7693870 8.3917102 11.8422392 13.1305998 10.9863556 7.5729200 9.9643263 7.3982041 11.6776129 10.9810050 -0.9853591 8.7559664 11.5148435 11.1434605 9.3022119 9.4759790 8.3632276 15.7219117 8.7826838 8.7876388 9.8678091 7.9001960 8.1412039 10.7304616 11.3887240 8.4362697 14.5129748 8.6474948 9.4780239 10.2074087 11.5534160 8.4175116 1.3364548 12.0077918 10.3976638 11.1243302 10.6064893 9.9355966 9.2348780 9.3241691 10.0116790 10.6882503 10.4770018 12.4195572 NA 9.0451666 8.0832777 9.9831663 7.1693177 12.2152449 8.2742430 3.4739297 7.8218543 7.3498898 9.5133488 10.4349861 9.3489740 6.8537038 10.0697820 9.7693871 6.7355993 NA 6.7693870 0.5995082 10.2049416 9.6227543 3.8724840 11.7209956 8.6637559 10.3791814 9.5546276 1.8218735 10.1125316 14.1980186 8.9496645 9.2030883 10.9595775 10.5008318 10.0437869 8.0368676 2.9213982 10.0166114 10.4093105 NA 8.0724912 2.7149488 12.2173886 9.3162931 9.8925506 7.4025167 4.8724791 13.1309248 11.1376510 11.6204420 10.4089623 9.3819143 12.0525612 4.0144981 10.3459764 8.1204079 12.1176234 9.9459758 11.3914389 10.3709515 NA 2.8218530 7.7877047 5.8971436 13.1750801 9.4952898 8.6709246 NA 9.4491903 9.9643263 2.7149488 7.3409289 7.1230236 11.6222922 4.4407662 3.6583600 TCGA-EF-5831 72 0 NA 127 rectum stage iia t3 n0 m0 male 2010 NA no rectal adenocarcinoma NA r0 NA not hispanic or latino NA NA 2 4 1 6 1 1 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.917258 9.160822 10.687654 7.026900 13.567130 2.624054 6.113436 13.795515 13.679855 11.170353 8.024274 9.792435 NA NA 10.080959 4.209017 9.618840 10.547493 9.566566 8.651533 11.510686 8.063163 12.646419 8.790891 3.508568 10.704152 10.611425 11.095102 9.510452 8.381301 10.696339 10.058038 10.097913 11.694276 9.840984 3.447169 0.0099427 0.0076392 -0.0081624 -0.0177500 -0.0177500 0.7763700 0.0252500 0.4112800 0.0926050 0.0000000 0.0000000 1.3877000 1.3877000 0.0719660 0.0652260 -0.3795400 1.1262000 1.1512000 1.1512000 1.2078000 -0.0032342 -0.0032342 -0.3714400 0.0255310 0.0099427 0.3456700 0.4408800 0.4241000 -0.4124500 -0.4124500 -0.9177000 -0.0094046 -0.0521260 -0.0081624 -0.0081624 0.0039084 -0.8942700 -0.0177500 0.0108730 -0.4062800 -0.0105800 -0.0269880 -0.0627640 -0.0595380 -0.4071600 -0.3967500 0.0652260 0.0652260 -0.4023000 -0.8897400 -0.4135500 -0.4307600 -0.4307600 0.0676610 -0.4149800 -0.8451500 -0.3734700 -0.0032342 0.000 0.000 0.405 0.000 0.000 0.000 0.000 0.000 -0.407 0.000 0.000 -0.323 -0.323 -0.890 -0.414 0.000 0.000 0.000 0.000 0.736 1.151 0.000 -0.398 -0.076 0.317 0.424 0.424 -0.412 -0.412 0.363 0.000 0.000 0.000 0.788 0.000 -0.877 0.000 0.980 0.980 0.000 0.000 0.000 0.000 0.405 0.000 0.000 0.000 0.000 0.000 -0.407 0.000 0.000 -0.323 -0.323 -0.890 -0.414 0.000 0.000 0.000 0.000 0.736 1.151 0.000 -0.398 -0.076 0.317 0.424 0.424 -0.412 -0.412 0.363 0.000 0.000 0.000 0.788 0.000 -0.877 0.000 0.980 0.980 0.000 0.000 8.4033921 5.6650800 8.3008225 10.2136308 10.1220570 3.9236151 7.8980263 10.0822216 7.6447115 8.9179654 5.1715391 4.7565003 NA NA 0.5085301 -1.0764324 8.2921182 7.7277428 NA 8.3351228 10.8387444 5.8543498 9.5701707 9.2032225 4.6785001 0.9236436 10.0347477 5.0528940 6.3912178 12.9013391 3.5085681 6.5674679 6.7628152 10.6880689 11.4608303 12.9356253 9.7245118 6.3073156 11.7197124 5.7309660 9.9229072 9.3870749 10.2839103 12.1547551 12.4541402 2.7412297 9.75571081 10.89047785 -1.07643243 11.90053401 9.53463672 10.81994435 6.91796515 10.10165428 4.44717582 9.95289919 13.07914172 12.89730930 13.62545984 7.09353694 11.17035255 5.94597985 8.87780835 10.83874437 -0.07643243 9.39731760 3.01106620 12.67557435 4.31592845 10.11281870 10.54749340 8.25228697 12.32502482 8.71151452 8.40339215 4.44277766 10.93063918 10.80434338 0.50853007 9.53924161 9.88143949 10.11343654 12.89981802 8.33300280 11.99071010 13.89485774 10.79628683 5.46277218 8.18335500 9.18805444 8.88506151 12.10709226 13.44017378 10.94663503 6.31592845 9.91158643 7.74379095 11.81064212 10.51793655 -1.07643243 9.16082189 11.65386977 10.68765413 9.27012570 9.76202801 8.45499343 15.63217007 8.41946684 8.56204776 10.24610342 7.78779811 8.80778251 10.62881232 11.13975150 9.27767400 13.94102933 8.57645676 9.82824663 10.41646652 10.22796328 8.07589679 6.56023652 11.42694081 11.50387050 10.72612831 9.51700300 9.89371790 9.82975095 8.53432312 9.60660657 11.38278736 10.23081280 12.33220705 NA 8.83799715 8.84842452 10.49299288 7.66507863 12.54817896 8.87780835 8.61884026 7.94875151 8.61709898 9.49061726 10.55842301 9.02032718 6.87197914 8.07335914 9.19740765 NA NA 6.83650109 -1.07643243 10.54749340 8.63785727 4.85434979 11.20698973 8.90945391 11.09040265 10.02295975 -0.07643243 10.50951336 13.92171750 8.38099302 9.16559518 11.51068620 10.69510142 9.78392297 8.92501999 3.83049873 9.67096582 10.31691663 -0.07643243 7.03213612 6.42345716 12.60770303 9.13306539 10.70415170 7.74493943 4.38304067 12.34790946 10.74618275 11.64705956 10.86429256 10.05803828 11.59316139 4.98970217 10.47820082 7.87780804 10.50339923 10.13732369 11.35876129 10.09791348 NA NA 8.21565724 2.09352637 14.00455434 10.19973638 9.54749340 -0.07643243 8.83473428 9.91158643 NA 6.91796515 8.12082883 11.78198154 4.44717582 7.26346170 TCGA-EI-6506 78 0 NA 625 rectum stage iia t3 n0 m0 female 2010 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 1 2 2 2 2 2 2 2 3 1 7 0 6 0 0 4 0 0 1 4 7 0 4 0 0 7 0 0 0 0 6 0 0 0 0 0 0 7 0 0 4 0 0 0 0 1 0 0 0 0 2 0 0 0 4 0 0 6.380713e-06 2.358089e-06 35.0393700787402 17.7165354330709 15.3543307086614 20.8661417322835 11.0236220472441 10.751856 8.953265 11.540025 6.792306 14.107447 4.528196 7.350200 13.250015 13.730672 12.520024 8.692387 9.508746 1.890758 4.180275 9.208684 3.968773 9.304867 10.374584 10.726468 12.959323 10.586190 7.937590 13.043617 8.281177 4.743213 10.375480 10.455130 9.819534 9.160675 8.838760 9.971734 9.807312 10.546598 11.885436 9.873129 3.720848 0.23824000 0.23892000 0.13509000 -0.01174900 -0.01174900 -0.01174900 -0.00103190 0.45343000 -0.00517310 -0.00415460 -0.00733390 0.45598000 0.45598000 0.45598000 -0.01119800 -0.01519100 -0.01519100 0.87727000 0.87727000 0.86017000 -0.00429290 -0.00429290 -0.24290000 -0.24290000 -0.22974000 0.42855000 0.00986690 0.01349200 0.00416320 0.00416320 -0.00013862 -0.23300000 -0.23300000 0.13509000 0.13509000 -0.08266800 -0.01174900 -0.01174900 -0.00103190 0.00346870 -0.00332430 -0.00733390 -0.46142000 -0.47480000 0.00360760 0.00360760 -0.01119800 -0.02288100 -0.01519100 -0.46972000 -0.46972000 -0.46972000 -0.46972000 0.17076000 0.87727000 -0.23594000 -0.25878000 -0.00429290 0.000 0.000 0.000 0.000 0.000 0.000 0.456 -0.461 0.000 0.000 0.000 0.000 0.000 -0.470 -0.470 0.228 0.228 -0.214 -0.214 0.877 0.877 -0.236 -0.259 0.427 0.000 0.000 0.000 0.000 0.000 -0.233 -0.233 0.135 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.456 -0.461 0.000 0.000 0.000 0.000 0.000 -0.470 -0.470 0.228 0.228 -0.214 -0.214 0.877 0.877 -0.236 -0.259 0.427 0.000 0.000 0.000 0.000 0.000 -0.233 -0.233 0.135 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.246365 4.949661 9.235558 9.046149 10.028045 2.808303 8.618689 10.609587 7.364700 8.950864 10.738000 7.475731 NA 8.505479 10.677946 -1.279284 8.450464 7.660423 -1.279284 8.082788 10.620201 5.808308 8.467358 9.930297 4.364698 3.808303 9.687349 5.797659 10.367852 12.523461 4.528196 8.847548 8.167927 9.787606 10.758734 12.069848 9.541820 3.808303 10.875257 5.078396 9.291648 8.458429 10.090986 12.374033 12.024339 3.528709 9.995804 11.075919 NA 11.794651 10.195564 10.624726 7.609587 10.663358 5.732071 9.817559 12.716876 13.140804 13.095204 7.999293 12.520024 5.212698 8.831980 11.011727 2.528196 10.203148 3.113167 12.311782 5.163789 10.299688 10.374584 7.518505 12.910359 9.291648 8.887007 4.032639 12.117582 10.844319 2.528196 10.085526 9.577269 10.319362 11.903393 9.591209 12.540923 13.878357 11.050079 8.898263 7.949662 9.373689 9.450464 12.205289 13.528802 11.295189 7.082788 10.214699 7.715197 11.6023401 11.3761508 0.3057955 8.9532647 11.6804835 11.5400249 9.2859459 9.1153064 9.1471085 15.0792367 8.3718955 7.1386967 10.7573608 8.5850297 9.0783958 10.9858727 10.8623123 10.0147464 14.3503142 8.4606242 9.6633583 9.9580537 9.1131611 7.9616349 8.5772691 11.5178972 10.7031243 11.2224321 9.2424441 10.6754036 10.4576685 9.4260527 9.4757312 11.0767453 10.2826090 12.7572809 NA 9.3309458 8.8857507 9.9050992 9.4997423 14.1533530 8.8319795 8.2106918 8.4453576 8.1281114 10.9427329 9.7611335 8.2126968 6.5217433 8.4707130 8.6486218 1.3057955 NA 7.9992931 NA 10.3745845 9.8680487 6.0062464 11.5778527 9.5647647 10.3561084 9.5647647 NA 10.7583907 13.3729604 9.3428956 9.8109562 10.5861903 10.8603951 10.3076835 9.0695719 4.9876301 10.6837397 11.3196244 NA 5.0958822 8.6880698 13.1056275 10.4698751 10.3754798 7.8680484 7.5120064 12.6025313 10.6489920 10.9849931 11.3186635 9.8073118 12.4021920 4.1131587 10.8136008 8.7418236 10.0303201 10.5865770 11.6755853 10.5465976 1.5282212 -0.2791087 7.8233443 6.4419432 14.0388569 9.9075771 9.0717828 2.1802752 9.1344928 10.2146992 5.2600031 8.6322359 6.8293676 11.8794534 5.2286379 7.7151974 TCGA-EI-6507 60 0 NA 607 rectum stage iia t3 n0 m0 male 2010 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 5 1 4 3 3 3 2 2 3 3 0 0 6 0 5 4 0 0 4 1 1 0 4 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 4 4 0 0 0 4 0 0 0 0 0 0 0 0 4 0 4 2.174297e-05 9.016224e-06 43.7639198218263 13.9198218262806 22.9398663697105 15.7015590200445 3.67483296213808 10.609691 7.305148 12.533055 7.383362 13.103577 5.883396 7.842447 12.985028 12.941267 11.498546 8.148224 10.168247 1.139208 2.817316 9.677619 5.046124 9.522940 11.282109 10.198310 5.828535 10.519480 8.095757 12.540542 8.623051 1.817296 10.691136 10.683428 10.328566 6.538406 9.662343 10.852450 11.027376 9.886757 10.958137 10.240949 3.402272 0.00166420 0.00166420 0.00013863 -0.00581400 -0.00581400 -0.00581400 -0.00609040 0.00069327 0.00069327 0.52171000 0.52171000 0.00000000 0.00000000 0.00000000 -0.00857660 -0.00401620 -0.00401620 0.00652620 0.00652620 0.00138680 0.04202400 0.02505400 0.00166420 0.00166420 0.00166420 0.00138680 0.00152550 -0.58068000 -0.00342590 -0.00342590 -0.00360110 0.01642500 -0.58274000 0.00013863 0.00013863 -0.00443120 -0.00581400 -0.00581400 -0.00609040 -0.00609040 0.00069327 0.52031000 -0.00124730 -0.00124730 0.00097064 0.00097064 -0.00857660 -0.00857660 -0.01364200 -0.00221680 -0.00221680 -0.00221680 -0.00221680 -0.02082400 0.00652620 -0.01037000 -0.01023200 0.04202400 0.000 0.000 0.000 0.000 0.522 0.522 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.522 0.522 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.8644313 2.5177544 9.3081586 10.6702273 10.0969183 6.0267602 9.0676062 10.3486892 7.6752888 6.5246671 9.4283325 6.0461265 0.4022856 -0.1826223 9.3320218 0.4022856 8.6845863 8.2203198 -1.1827861 8.2828739 10.7970902 3.1392403 9.5020563 8.9530169 4.1392321 5.7361719 9.4190785 5.9153392 8.3776405 11.4113990 7.7241980 10.2304067 10.2818534 10.1055970 10.7473057 10.6953586 8.3680546 7.2889832 10.4011614 6.7524730 10.0945951 7.8875898 9.9884845 12.6721147 11.6352906 3.2642211 10.197769 10.212306 NA 11.960691 9.714397 10.880028 8.111929 9.878679 4.026765 10.109629 10.758722 13.309098 13.369677 7.243488 11.498546 9.242524 10.673344 10.651384 1.817296 9.842447 6.432017 12.009292 5.402269 11.233049 11.282109 8.938841 12.746474 9.214982 10.214447 4.483210 10.459359 11.787054 1.817296 10.565920 10.148225 10.404616 12.028892 10.208014 10.006515 13.989099 10.866816 9.335980 7.910065 8.756887 8.282874 11.633291 12.801192 11.651366 7.387163 10.168799 7.069973 11.6208334 10.7064314 3.9047731 7.3051479 11.8417548 12.5330552 10.5759473 9.7037664 9.9809574 13.8947902 2.5177544 7.5384070 10.3881121 10.6015336 9.0545178 11.4507571 11.5678053 9.8100478 14.3395827 8.8229321 10.2277590 8.9972167 9.4629662 8.2160513 6.1119285 11.7305711 10.8572549 8.3661294 8.2351603 10.5431000 10.4209340 9.6553534 9.4292546 11.4815328 10.1543721 12.3211868 NA 9.3632375 9.2228533 9.8719120 9.6698371 12.8685166 10.6733441 7.5721954 10.6198241 7.6182078 9.3211335 10.0840943 9.2117703 6.2435720 8.8114065 9.6953586 8.1256470 7.1165155 8.5953847 -0.1826223 11.2821087 9.1748598 5.8617023 10.7783956 9.1414882 10.3680545 11.3198909 NA 10.6710071 14.0959749 9.2362144 10.8569123 10.5194804 10.3847885 9.8534813 9.6945919 5.1027085 11.1635444 10.4111144 NA 3.9872299 8.1459826 11.9566992 10.6616212 10.6911363 7.6182078 6.6876724 12.8364640 10.5246669 10.4714962 11.0361736 11.0273763 11.5007410 4.3091616 10.0616716 9.2602513 10.4223242 11.0870188 11.7805651 9.8867574 0.8172958 4.3718934 7.4394328 2.6246624 13.6484665 10.3970950 9.1901728 0.4022856 8.5632005 10.1687991 6.7361705 9.1403625 7.7539454 12.2682612 4.7715053 5.8507319 TCGA-EI-6508 48 0 NA 636 rectum stage iiib t3 n1a m0 female 2010 NA no rectal adenocarcinoma NA r0 1 not hispanic or latino NA NA 5 4 1 3 2 2 2 1 NA NA 7 4 4 0 1 0 0 0 0 0 4 0 5 1 0 7 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 5 0 0 3.594347e-06 1.253842e-06 27.5280898876405 14.0449438202247 17.4157303370787 32.5842696629214 8.42696629213483 10.550446 9.649492 11.644911 7.521107 14.219622 4.423612 8.349931 13.472062 13.456706 12.327951 8.455352 9.054695 6.341867 2.241413 9.695152 4.213394 9.800122 9.989600 10.644255 11.690556 11.252634 8.340249 12.966314 8.280748 5.680518 10.389199 10.626108 10.468004 8.656011 8.723597 9.876357 9.548534 10.471704 8.089789 9.139950 2.933289 -0.00124730 0.00000000 0.02454800 -0.01009400 -0.01009400 -0.01207800 0.00917050 0.00069327 0.00958830 -0.00857660 -0.77073000 0.73891000 0.73891000 0.00346870 -0.01505400 0.08956100 -0.80881000 0.62843000 0.62843000 0.62843000 -0.07534500 -0.08532400 0.01937600 -0.00069303 -0.00124730 -0.00857660 -0.72818000 -0.72967000 0.00958830 -0.77082000 0.00917050 0.02398700 0.01321300 0.02454800 0.02258500 0.03947800 -0.02127300 -0.01009400 -0.02437400 0.00917050 -0.81424000 0.02034300 -0.78833000 -0.00968060 0.01460900 0.00402430 -0.01505400 -0.06437400 -0.77082000 -0.00277070 -0.80939000 -0.80939000 -0.80939000 -0.01409000 0.62843000 -0.42112000 -0.84619000 -0.07534500 0.000 0.000 0.000 0.000 -0.762 0.000 0.000 0.000 0.000 0.000 0.000 -0.771 0.000 0.000 -0.780 0.000 0.000 0.000 0.000 0.628 0.628 -0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.749 0.749 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.762 0.000 0.000 0.000 0.000 0.000 0.000 -0.771 0.000 0.000 -0.780 0.000 0.000 0.000 0.000 0.628 0.628 -0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.749 0.749 0.000 0.000 0.000 0.000 0.000 0.000 8.213392 4.710895 9.308324 9.388024 9.666381 3.788894 7.667671 10.545188 4.348324 8.444849 9.278215 5.958819 NA 6.735724 7.148298 -1.459179 8.068444 7.429711 -1.459179 8.038819 10.960664 4.064529 9.312457 8.922510 5.411331 3.352956 9.351539 4.241405 8.384888 12.892804 4.769788 7.598959 6.590816 10.701784 11.526275 12.679959 9.582626 5.155676 11.351703 5.565887 9.380958 8.254388 9.812430 12.709064 12.146562 3.142070 10.1947080 10.9203455 NA 11.8974191 9.9391765 10.3223268 7.3989480 9.7492015 4.5409696 10.0703976 12.3299913 12.8062892 12.3730660 7.0447930 12.3279514 4.7307921 8.7565003 10.6853067 1.5409696 9.7802555 3.5853592 12.4160445 2.3483174 10.5549876 9.9895997 7.0684440 12.4554457 9.1775917 8.3370068 4.8668585 11.2918835 10.7298650 -0.4589808 10.3239654 9.8401752 10.3958355 10.8544171 8.3989480 11.6192847 13.1085626 10.9227805 7.1183961 7.7406396 9.3981706 8.7805657 11.8263694 13.4118616 12.0679407 6.3675161 10.3667210 8.1830190 11.6742699 11.1155607 0.8629076 9.6494915 11.1322557 11.6449106 9.6211185 9.4605755 8.8401752 14.2147996 8.3058388 7.9651332 9.6900792 8.6310795 9.2178058 11.1259296 10.8141800 10.4767289 14.2586436 9.3603480 9.7649688 9.6837124 9.2388036 8.1830190 6.0408135 11.9018142 10.4020540 11.1707791 9.0065337 10.2257157 10.3778065 8.4222952 8.9214283 11.3981706 10.7301740 12.9842028 NA 8.9609272 8.4657056 9.7971758 9.5826264 14.5452754 8.7565003 9.0635488 7.3515391 9.2257157 10.3742526 10.2731346 10.5876819 5.6702512 8.8549840 9.6932521 -1.4591792 -1.4591792 6.7258420 1.8629076 9.9895997 9.5218207 4.8263705 11.1434340 8.8100938 10.2195673 10.1478350 2.5409696 10.7211871 13.3019469 9.1775917 9.9625061 11.2526341 10.8436061 10.1730536 9.2186867 4.7504189 11.3915447 10.6979540 0.1259155 3.1848198 6.3989489 12.4778811 10.3186334 10.3891988 8.3190443 6.7697863 12.9862407 10.6881721 10.0655089 10.9846877 9.5485341 12.1989554 3.5853592 10.6127647 8.5038631 10.4289493 11.9427800 11.8589450 10.4717045 1.1259155 0.1259155 8.2493614 7.0368220 13.8709386 10.3702934 9.7853310 0.8629076 9.0465009 10.3667210 8.3025183 8.8561167 7.2344544 12.2379347 4.2958552 4.7697876 TCGA-EI-6509 53 0 NA 517 rectum stage iiic t3 n2b m0 male 2010 NA no rectal adenocarcinoma NA r0 7 not hispanic or latino NA NA 3 5 2 3 3 4 2 2 3 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.401998 8.378836 12.058180 6.547436 14.290191 4.160412 8.256553 14.710458 13.945173 18.965552 7.390710 8.709481 1.682349 5.064835 9.320025 4.732991 8.963798 10.436298 10.188460 7.039917 10.288638 7.877825 13.325899 8.309638 4.983536 10.540346 11.051495 10.756507 9.771343 9.659081 10.158099 7.305463 10.212075 11.492248 9.792382 4.366861 0.0550880 0.0373590 0.0154470 0.7595100 0.7595100 0.7638900 -0.1220000 -0.8268400 -0.8328400 -0.1473400 -0.1473400 2.2190000 2.2190000 2.2208000 0.0174040 3.6569000 0.0329860 0.8219600 0.8219600 0.8247000 -0.0642400 -0.1049400 -0.0492890 -0.0492890 -0.7997800 0.0029133 0.0199230 0.0012481 0.0081959 -0.8219500 -0.8219500 -0.0117490 -0.0117490 0.0154470 0.0154470 0.0109820 0.7595100 0.7595100 -0.1220000 -0.1220000 -0.8328400 -0.1473400 -0.1002600 -0.1002600 0.0164250 0.0164250 0.0174040 0.0174040 -0.8114500 -0.8222000 -1.2929000 -0.8305700 -0.8305700 -0.7819300 0.8219600 0.0179630 0.0169850 -0.0642400 -0.122 -0.122 -0.827 -0.827 -0.147 -0.147 2.221 -0.100 0.000 0.000 0.000 -0.552 0.259 -0.822 -0.822 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.760 0.760 0.000 0.000 0.000 0.000 -0.122 -0.122 -0.827 -0.827 -0.147 -0.147 2.221 -0.100 0.000 0.000 0.000 -0.552 0.259 -0.822 -0.822 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.760 0.760 0.000 0.000 0.000 0.000 8.884839 4.707900 8.356810 8.836460 9.965784 4.656371 8.390710 10.254389 8.396611 7.787899 9.742289 6.504366 -1.125006 4.044936 4.232561 NA 8.554490 7.183350 NA 8.024757 11.531882 1.682349 8.973042 7.826295 4.044936 5.561509 9.939753 5.044936 4.875008 13.044387 1.459956 6.103829 7.742289 11.016798 10.993627 11.903952 9.672672 4.196937 11.759486 6.089231 10.780773 8.306487 10.778516 13.053816 12.033935 3.608904 9.7834028 11.0126419 -1.1250064 12.1684819 9.9370564 11.0136020 5.9518256 10.5680616 1.8749936 10.0875066 11.9583234 12.6104605 13.2490988 6.7267590 18.9655517 7.0941791 10.1895934 10.1323981 -0.1250064 10.3512501 5.3012767 13.0389743 4.8057465 10.5658812 10.4362981 8.4599725 12.4632564 9.2059271 8.1417965 5.1257833 9.1511345 10.7542106 NA 10.2896955 9.6951891 10.5434521 12.1457436 5.9194044 12.1439907 14.6188062 11.2095628 7.8778252 8.2694727 9.1347536 8.6775266 12.2036851 13.5619484 11.5079282 6.5684973 10.7975947 7.5403458 11.954828 11.253576 1.459956 8.378836 11.229260 12.058180 9.504367 9.338535 8.698378 15.451538 9.860141 9.151135 10.175363 5.973042 8.340577 11.331365 11.173073 9.630816 14.809369 9.113415 9.232562 10.455269 11.020624 6.406392 1.196922 11.737454 11.822465 10.780021 10.432474 10.673482 10.598245 7.612663 8.947813 11.065452 10.006867 12.907213 NA 9.852290 8.924859 10.459033 6.141797 12.390710 10.189593 7.646500 8.256553 8.091756 8.736097 10.227054 8.641539 6.775878 6.489720 10.439160 1.874994 NA 7.187893 1.196922 10.436298 9.889031 5.004295 10.867595 8.431516 10.683572 9.819722 -1.125006 10.078358 14.270176 9.875010 9.368866 10.288638 10.916669 9.961810 8.247875 5.122938 11.759181 9.772349 NA 8.292863 2.044919 13.079963 11.169344 10.540346 7.425757 6.511634 13.919789 10.722459 10.182780 10.434387 7.305463 13.002037 4.852289 9.955162 9.291808 10.660871 10.900150 11.079887 10.212075 NA NA 9.072055 4.602932 14.243926 9.459033 9.340577 -1.125006 9.072485 10.797595 2.781905 8.836460 8.185623 12.254659 5.004295 8.120563 TCGA-EI-6510 77 0 NA 556 rectum NA t2 n0 mx female 2010 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 5 4 1 6 3 2 2 2 NA NA 6 4 0 4 0 4 0 4 1 4 0 0 4 4 0 6 0 4 0 0 0 4 0 0 0 0 0 0 0 0 4 4 4 0 0 1 0 7 0 0 0 0 0 0 4 0 0 5.825868e-06 2.912934e-06 29.8039215686275 10.9803921568627 16.4705882352941 38.0392156862745 4.70588235294118 11.149322 6.837117 11.677166 7.042490 13.550285 4.262884 8.115324 14.095830 13.513863 13.134615 8.137350 8.476660 -1.229044 6.748307 8.679420 4.197291 9.315992 10.474499 10.082208 13.055201 10.556071 8.754021 12.560561 8.393079 4.602397 10.461462 7.910579 10.018362 9.085044 8.796569 10.645240 10.486200 10.034883 11.498097 10.380206 2.578383 -0.01298900 -0.01298900 -0.00691950 -0.05212600 -0.05212600 -0.05212600 -0.03245000 -0.03449500 -0.03449500 0.52363000 0.52363000 0.78138000 0.78138000 0.75576000 0.00000000 0.19649000 0.19649000 0.73057000 0.73057000 0.73057000 0.34047000 -0.62469000 -0.01298900 -0.01298900 -0.01298900 -0.00046185 0.71453000 0.70621000 0.62115000 -0.05994200 -0.05994200 0.01614600 -0.84227000 -0.00691950 -0.03490400 0.71754000 -0.05212600 -0.05212600 -0.03245000 -0.02246900 -0.03449500 0.51607000 -0.04211000 -0.05401600 0.00513590 0.01014600 0.00000000 0.00000000 -0.25079000 -0.26240000 -0.26240000 -0.26240000 -0.26240000 0.01997500 0.73057000 -0.05131600 -0.03108600 0.34047000 0.000 0.000 0.000 0.000 0.524 0.524 0.756 0.000 0.000 0.000 0.000 -0.054 0.196 -0.262 -0.262 0.000 0.000 0.000 0.000 0.731 0.731 0.000 0.000 0.000 0.000 0.715 0.715 0.621 0.000 0.000 0.000 0.000 0.000 0.718 0.718 0.000 0.000 0.000 0.000 0.340 0.340 0.000 0.000 0.000 0.000 0.524 0.524 0.756 0.000 0.000 0.000 0.000 -0.054 0.196 -0.262 -0.262 0.000 0.000 0.000 0.000 0.731 0.731 0.000 0.000 0.000 0.000 0.715 0.715 0.621 0.000 0.000 0.000 0.000 0.000 0.718 0.718 0.000 0.000 0.000 0.000 0.340 0.340 8.7047181 4.9804824 8.6413921 7.7047178 9.7710274 2.9409560 6.6839168 10.6559611 7.6258958 8.7002857 9.2578625 1.0929516 0.3560311 -1.2290441 7.5912067 -1.2290441 8.4094635 8.0046469 -1.2290441 8.2201761 10.7375329 2.8584983 9.0610463 9.3380328 6.5057369 5.0564318 9.3208121 5.1285780 8.5991638 12.3293286 4.9409513 9.1951938 8.2386331 11.1261032 11.4742822 11.8800419 8.7808560 6.1108768 11.6100265 6.1146127 10.6216049 8.2275871 11.3306435 12.6039679 12.3349387 3.5296461 9.8697175 10.6444715 NA 11.3268148 9.9986433 10.9022413 7.8690595 9.5991640 5.9901970 9.5499259 12.7515241 13.3770856 12.7800687 7.0884406 13.1346147 4.7252231 6.8847701 10.5213157 2.9409560 9.2608753 5.2788211 12.3680324 4.3559888 10.4522659 10.4744985 5.7710272 11.9272686 8.8438300 9.0260561 4.6300035 12.7215833 10.7940887 -0.2290441 9.7150074 9.3408831 9.9914058 12.5381773 8.4292389 13.4063488 13.8195952 11.0787975 8.1482381 7.8899687 8.4627710 8.2748533 11.3571635 12.9287691 11.3531553 6.8154217 9.8651052 7.7252238 11.687280 10.793395 -1.229044 6.837117 11.534240 11.677166 9.590408 9.506583 9.464514 16.122458 8.636761 8.081640 9.800315 8.348456 9.337082 10.673026 11.335415 9.256676 14.204026 8.638306 9.277831 10.124174 9.864445 7.290664 8.969473 11.894987 11.301190 9.831048 9.379282 10.167632 10.080504 8.076268 9.230459 11.179888 10.461462 12.455339 NA 8.700286 9.300458 10.777704 10.184655 12.465385 6.884770 8.565443 5.539212 6.915686 9.526750 10.235573 9.734234 5.793397 8.486989 8.201480 NA NA 7.154732 NA 10.474499 9.963937 4.262884 11.130502 8.914411 9.766795 10.825293 1.578359 10.484414 14.088970 9.226355 9.717934 10.556071 10.641007 9.755446 8.831723 6.270873 10.923946 11.381563 NA 5.246761 8.763966 12.683075 9.785048 10.461462 7.407725 6.340883 12.933891 10.836780 11.247774 10.172440 10.486200 11.824784 3.355989 10.449187 8.457528 10.006443 10.632611 11.436585 10.034883 1.578359 NA 7.958157 5.641393 13.365760 9.920775 9.654434 2.356003 8.747534 9.865105 -1.229044 8.603917 6.889969 11.771380 3.294591 7.407652 TCGA-EI-6511 52 0 NA 482 rectum stage iiib t3 n1 m0 male 2010 NA yes rectal adenocarcinoma NA r0 4 not hispanic or latino NA NA 2 2 4 3 4 1 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6731849 8.8574309 10.7605601 7.4463191 13.8737583 5.1790970 7.5920361 13.3644309 13.4260306 11.6525665 8.5292650 10.4670775 6.2366476 0.7528342 9.1343750 3.7972309 8.8216104 10.6831997 9.3141201 8.6953466 10.1611617 7.5601868 12.9898178 8.1278716 6.9076502 10.4248153 10.8814708 10.4515367 9.8600490 8.1389962 9.7654565 9.6689950 10.3601623 12.7055733 9.2081592 3.3966938 0.01530800 0.00305220 1.76620000 0.55283000 0.55283000 0.55283000 0.00458000 0.00000000 -0.00065141 0.01419000 0.01419000 0.59152000 0.59152000 0.55313000 0.05352100 0.06837800 0.06837800 1.74770000 1.74590000 1.80470000 0.05039200 -0.81933000 -0.60680000 -0.60680000 -0.60593000 -0.00885260 -0.01188700 -0.01405400 -0.11857000 -0.10933000 -0.11430000 -0.03952900 -0.03952900 -0.50432000 0.45669000 1.07760000 -0.64800000 0.55283000 0.00458000 0.00458000 -0.00065141 -0.00166290 0.01201000 0.01983300 -0.55614000 -0.54391000 0.05352100 0.04712600 0.06837800 -0.62265000 -0.62265000 -0.62265000 -0.62265000 0.07685400 -0.59935000 -0.59964000 0.08666600 0.05039200 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.000 -0.543 0.000 0.000 0.000 0.000 -0.623 -0.623 0.000 0.000 -0.606 -0.606 -0.296 1.805 -0.600 0.000 0.000 0.000 0.000 0.000 -0.119 -0.119 0.000 0.000 1.766 1.766 1.057 1.057 -0.620 -0.067 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.000 -0.543 0.000 0.000 0.000 0.000 -0.623 -0.623 0.000 0.000 -0.606 -0.606 -0.296 1.805 -0.600 0.000 0.000 0.000 0.000 0.000 -0.119 -0.119 0.000 0.000 1.766 1.766 1.057 1.057 -0.620 -0.067 0.000 0.000 0.000 0.000 7.775200 5.521016 8.882115 9.989444 9.924634 4.507719 8.222474 10.354603 6.352744 8.472221 10.722219 2.074745 NA NA 3.000757 -1.247080 9.397590 7.418168 NA 9.397590 10.156909 1.074779 9.313165 8.686523 6.307421 3.840292 10.095462 6.228565 6.741517 13.196941 4.000757 3.212258 8.228565 11.144344 11.235136 13.192468 10.053756 4.861355 11.194020 5.807571 9.871124 9.056636 10.712834 12.493358 12.004906 3.360463 9.782119 11.247938 NA 12.215973 9.702659 10.127328 7.119154 11.455654 7.191624 9.559382 12.388323 13.131262 12.794406 6.553732 11.652567 7.556963 8.784878 10.794491 3.453267 10.370299 6.947589 12.382416 4.585720 10.281774 10.683200 9.000759 12.352047 7.947589 8.946357 4.331168 10.660474 10.328371 1.337768 10.192663 9.427024 10.334033 11.634520 10.431872 12.782982 14.685910 10.757755 7.732971 7.550494 8.906384 10.066282 12.256782 13.290900 11.358765 6.861356 10.417724 7.988846 11.1001766 10.1136791 0.7528342 8.8574309 11.5813652 10.7605601 8.8730700 9.0713749 8.9720004 14.2949555 8.5077193 8.5143831 10.0457288 9.4816029 8.6820904 11.0474528 11.3953350 8.9039882 14.3842080 8.2486871 9.6014549 8.8626628 9.7944911 8.3858270 9.4367038 11.6495428 10.7001036 11.0503215 10.1359963 9.5068843 9.5093883 8.7492771 9.5292650 11.1921435 9.6521889 12.3404630 NA 9.3555308 7.9840054 10.1600997 10.6430963 13.8067579 8.7848776 4.7070278 7.5761994 8.4358265 10.2310960 10.3508845 8.8360987 6.4463191 7.4523006 9.2616171 -1.2470802 NA 8.5537318 -1.2470802 10.6831997 9.1769984 6.2285648 11.6608493 9.2871350 10.5983220 9.6872600 2.8403021 10.8939812 13.6527553 9.5746060 10.1685737 10.1611617 10.6139189 9.4419565 8.7765863 4.9816518 10.2441841 10.5899001 NA 3.6597191 10.2346315 11.9127033 9.2939286 10.4248153 6.9960056 6.1957748 12.2067456 10.3490218 11.0312815 11.2353879 9.6689950 11.9314968 5.1278726 9.9713953 8.6185654 10.6924112 10.1769983 11.0336028 10.3601623 2.5601769 0.3377682 7.4451688 6.4038829 13.7227131 9.0993457 9.0184470 4.4532739 9.1377453 10.4177236 5.6231967 9.0531847 7.9960062 11.7958593 4.4252579 5.7186164 TCGA-EI-6512 64 0 NA 538 rectum stage iiib t3 n1 m0 female 2010 NA no rectal adenocarcinoma NA r0 1 not hispanic or latino NA NA 2 4 1 5 3 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2838232 9.2933394 11.7275924 6.4403410 14.2871485 4.8188557 6.9102278 13.4519006 13.6215934 11.6540779 7.9714113 9.4882292 -0.2035684 5.9763957 9.5072920 4.0444116 9.0277067 10.4376342 10.5559577 11.1195403 10.7194416 7.5613575 12.9377146 8.0204872 5.4969257 10.2090555 11.2739909 11.2492416 10.3264041 8.7869299 9.9513037 9.8056984 10.7809040 12.0601949 9.4803574 2.2559237 0.0028616 0.0030522 0.4585400 -0.0289010 -0.0289010 -0.0124380 -0.0037395 -0.0071958 -0.0071958 0.4165500 0.4218300 0.8639400 0.8639400 0.8623300 0.4422300 -0.1166800 -0.0834650 2.4639000 2.4648000 2.4695000 0.1146200 0.0704690 -0.0247980 -0.0247980 0.0028616 -0.0053992 0.0599370 0.0201040 -0.0144340 0.0095794 -0.0030043 -0.0023553 -0.0023553 0.4585400 0.4551300 0.4499500 -0.0289010 -0.0289010 -0.0037395 -0.0037395 -0.0160170 0.4156300 0.3191600 0.3079300 -0.0328600 -0.0328600 -0.0498300 0.4422300 -0.1166800 -0.4849100 -0.4842800 -0.4842800 -0.4842800 0.3196400 -0.4968400 -0.4987100 -0.1424500 0.1146200 0.000 0.000 0.000 0.000 0.417 0.417 0.862 0.318 0.000 0.442 0.442 -0.117 -0.117 -0.485 -0.485 0.339 0.339 0.000 0.000 1.967 2.464 -0.499 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.450 0.450 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.000 0.000 0.417 0.417 0.862 0.318 0.000 0.442 0.442 -0.117 -0.117 -0.485 -0.485 0.339 0.339 0.000 0.000 1.967 2.464 -0.499 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.450 0.450 0.000 0.000 0.000 0.000 0.102 0.102 8.7794791 3.8839531 9.4821103 9.3042801 9.3936071 3.1887965 7.3926755 10.6118689 7.2722192 8.3491547 11.5273802 4.8625754 -0.2035684 5.6166635 10.2373547 NA 8.8706270 7.8544776 NA 8.8639199 11.0345918 2.1184262 9.9689131 8.6070573 4.8839482 2.4969225 10.5596979 4.6293741 7.0956934 13.4947562 3.0444116 7.6637644 7.3433803 10.6676207 10.9251244 12.0686780 10.1490809 6.8132938 11.1756175 4.4863411 9.2196015 8.8641351 9.4662566 12.9178637 11.6008183 4.1148001 9.6598976 11.2214392 -0.2035684 13.0194314 9.5371097 10.5320416 7.4618216 10.8021102 3.3814495 9.8278422 11.3094729 13.1450063 13.1371007 6.9547919 11.6540779 5.7153498 8.1363355 10.9176953 2.1184262 11.2182874 6.8243911 12.6267037 4.7272234 10.4732272 10.4376342 8.0934017 12.4555896 8.0956934 9.0479680 4.3150227 11.5561657 10.5807115 -0.2035684 10.0708637 10.7264837 10.2258923 11.3460297 9.0241016 12.5854078 14.9555133 10.9525687 8.2524497 7.5941469 9.8091102 8.6591229 13.0505546 13.4935074 11.2224541 6.7331238 9.9588769 8.4671417 12.1878635 11.3646792 -0.2035684 9.2933394 11.7766252 11.7275924 9.5538756 9.3625396 8.7287005 15.7654666 7.6451086 8.5957673 10.9909347 8.0562291 8.7272228 11.2717124 11.6040418 9.9384458 14.5137872 8.5021181 9.0034999 9.9825998 9.5679751 8.0059389 5.2883401 11.7422952 10.5700370 10.7003674 8.9167235 10.5617717 10.2913412 8.6266206 9.4794802 11.5107311 10.2342376 12.9194130 NA 9.2352773 8.8904841 10.3052707 7.5446786 14.4211097 8.1363355 8.1093684 8.5990019 8.1973651 10.4276626 10.4842987 9.0503330 6.1715251 7.7622697 8.7390002 NA NA 7.8105061 2.3814495 10.4376342 9.6182596 5.1540363 11.5913076 9.4564815 10.2691765 10.1274024 0.3813941 10.9946236 13.9272572 9.3366137 9.4715606 10.7194416 10.4635971 10.5205730 8.9626488 2.3814495 10.8312845 10.4282402 -0.2035684 3.6544699 5.7506815 13.2000303 10.5047073 10.2090555 7.7390002 6.3963993 13.0890229 10.8174655 10.8045640 11.6228354 9.8056984 12.6152675 4.1888044 10.3926754 8.8598807 9.7716171 11.4019651 11.5835719 10.7809040 1.9663936 -0.2035684 8.3515347 5.0059389 14.2281464 10.0644426 9.6262084 0.3813941 9.2809157 9.9588769 NA 8.4093540 8.1584294 11.9533587 4.6544642 4.6293741 TCGA-EI-6513 59 0 NA 497 rectum stage iiib t3 n1 m0 male 2010 NA no rectal adenocarcinoma NA r0 2 not hispanic or latino NA NA 3 3 4 3 4 4 2 1 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.251662 8.449365 11.487220 7.413581 14.338149 4.496776 6.788541 13.715685 13.183697 12.235682 7.688642 9.361601 NA 2.223762 9.706227 4.130643 9.438884 10.088458 10.425879 9.295218 11.013833 8.316513 13.007641 8.444537 6.900747 8.970830 11.306570 10.869114 9.985861 9.121843 9.927083 9.641039 9.642311 11.451171 9.928236 1.638815 0.01391100 0.01070300 0.02539000 0.00097064 -0.05199100 0.76370000 0.00541390 -0.00110870 -0.00110870 0.00750000 0.00750000 0.78852000 0.78852000 0.78852000 -0.02438800 -0.02726100 -0.02829300 1.38560000 1.38560000 1.38560000 -0.05536400 -0.05199100 -0.04278800 0.01159100 0.01391100 -0.01106000 0.06250800 0.02885700 -0.82154000 -0.82154000 -0.80526000 0.01321300 -0.82994000 0.02539000 -0.00346270 0.03891300 -0.85845000 -0.83292000 0.00541390 0.00000000 -0.00110870 0.00750000 -0.79911000 -0.81538000 0.05765300 0.03764100 -0.02438800 -0.02849100 -0.87891000 -0.86224000 -0.83656000 -0.83656000 -0.83656000 -0.86664000 -0.03340500 -0.32426000 -0.05293600 -0.05536400 -0.812 -0.812 0.000 0.000 0.000 0.000 0.789 -0.776 0.000 0.000 0.000 -0.829 0.000 -0.837 -0.837 -0.812 -0.812 0.000 0.000 0.000 1.386 -0.324 0.000 0.000 0.000 0.000 0.000 -0.822 -0.822 0.000 0.000 0.000 0.000 1.571 1.571 -0.095 0.764 0.000 0.000 0.000 0.000 -0.812 -0.812 0.000 0.000 0.000 0.000 0.789 -0.776 0.000 0.000 0.000 -0.829 0.000 -0.837 -0.837 -0.812 -0.812 0.000 0.000 0.000 1.386 -0.324 0.000 0.000 0.000 0.000 0.000 -0.822 -0.822 0.000 0.000 0.000 0.000 1.571 1.571 -0.095 0.764 0.000 0.000 0.000 0.000 8.1798897 2.8087145 9.1135130 8.4842832 9.7821762 2.8087145 7.6722160 10.3465837 7.5871602 9.3409659 7.0181712 6.3182735 -0.3612311 NA 3.0982174 NA 8.4905421 7.9830888 -1.3610458 8.6045773 11.2442726 2.8087145 9.1012953 7.4685157 6.7986649 3.5456842 9.8280000 5.1933815 3.9607248 13.0842607 5.2387066 5.0138329 5.9607202 10.8488556 11.3558268 12.9133169 10.5776376 6.3182735 11.3762475 5.5456842 9.8049562 8.9249467 10.3726558 13.0152801 12.0838080 3.7998748 9.690002 11.496191 NA 12.183878 10.211967 10.643365 7.370112 10.626412 4.339230 10.016546 12.411108 13.329009 13.098737 7.200768 12.235682 4.592989 8.344426 11.290069 -1.361046 10.795508 7.512237 12.456676 7.914917 10.675310 10.088458 7.134648 11.974602 8.624635 8.380260 5.757215 10.204847 11.080959 -1.361046 9.935709 10.498716 10.157446 11.588802 8.295218 12.738223 14.225588 11.126633 8.128782 7.843364 9.454176 9.196257 12.219994 13.599429 11.660634 7.397017 10.161865 8.065058 11.1253768 11.3465836 0.6387689 8.4493649 11.7847253 11.4872204 9.3470149 9.4842832 9.0671533 15.6515262 8.8688136 8.2237556 10.2713340 8.7222724 8.2029427 11.2050850 10.0492444 9.9517271 14.3215683 9.4069775 9.9719484 10.0241163 8.8124703 8.7732193 6.0481839 12.1758902 11.1443566 11.3061265 10.5669414 10.2317173 10.5937164 8.2116829 10.1316477 11.2199937 9.0692457 11.9612509 NA 8.1544931 8.7089142 10.0321835 7.5336108 13.0969434 8.3444255 4.7262536 7.4685157 6.8531124 9.2781337 9.5966206 8.0587532 7.0094804 8.2787124 8.8347804 6.3322801 0.2237932 7.4135805 2.3392229 10.0884577 9.2377762 5.3802584 10.5137745 8.4889801 9.7557867 9.7986644 0.2237932 10.0364678 14.1452867 9.4779968 8.5915343 11.0138325 9.8118456 10.0337916 8.9402892 3.7262536 10.2613026 10.9030363 NA 6.9102566 5.5091574 12.6466088 9.7700071 8.9708298 7.6777119 5.6045784 12.9619886 11.3645854 10.4870248 10.2911899 9.6410386 12.2910779 4.1623551 9.6611610 7.7182780 10.9377148 10.8448918 10.8049562 9.6423110 -0.3612311 4.8952396 8.0676140 5.1465860 12.6802811 10.3667135 9.0257334 -1.3610458 9.2663270 10.1618649 7.1426187 7.9629735 8.7809003 12.5046230 4.4716817 7.7577340 TCGA-EI-6514 59 0 NA 496 rectum stage iia t3 n0 m0 female 2010 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 2 3 2 6 4 1 1 2 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.854297 9.682463 11.373373 7.409705 14.792640 5.308008 6.992148 14.311355 12.496945 13.245177 7.984561 9.365606 3.832272 2.639626 8.558494 3.355834 8.400232 10.154767 9.828043 6.690256 11.114496 7.577110 12.843154 8.705720 6.241667 10.395949 10.757830 10.457985 10.390697 9.190136 10.422863 10.007938 9.332122 11.224325 8.501161 3.961559 -0.036265 -0.061958 0.000000 0.134500 0.134500 0.134500 -0.162940 0.317070 0.298350 -0.137810 -0.137810 1.734200 1.734200 1.674200 0.432940 0.445790 0.445790 2.271700 2.271700 2.236500 0.092460 0.098270 -0.046121 -0.046121 -0.036265 0.327660 -0.062226 0.443080 -0.085855 -0.085855 -0.085855 0.354790 0.354790 0.000000 0.000000 1.206100 0.134500 0.134500 -0.162940 -0.666790 0.298350 -0.137810 -0.567440 -0.574760 -0.549950 -0.549950 0.432940 0.432940 -0.562660 -0.574760 -0.581660 -0.581660 -0.581660 0.416800 1.296000 -0.081339 -0.090493 0.092460 -0.163 -0.163 0.289 0.289 -0.138 -0.138 1.674 -0.575 -0.550 0.433 0.433 -0.563 0.446 -0.575 -0.575 0.417 0.417 0.000 0.000 2.236 2.236 0.000 0.000 0.328 0.328 0.000 0.443 0.000 0.000 0.355 0.355 0.000 0.000 1.206 1.206 0.135 0.135 -0.532 -0.532 0.000 0.000 -0.163 -0.163 0.289 0.289 -0.138 -0.138 1.674 -0.575 -0.550 0.433 0.433 -0.563 0.446 -0.575 -0.575 0.417 0.417 0.000 0.000 2.236 2.236 0.000 0.000 0.328 0.328 0.000 0.443 0.000 0.000 0.355 0.355 0.000 0.000 1.206 1.206 0.135 0.135 -0.532 -0.532 0.000 0.000 9.126897 6.283487 7.919739 9.736158 10.266904 5.224592 8.058688 9.999067 7.283488 9.128045 10.317099 2.532716 -1.167799 -1.167799 3.690261 NA 8.995926 8.396425 -1.167799 9.024569 10.793002 5.154202 7.324129 7.573743 6.215979 4.532716 10.538772 4.854644 4.665165 13.320618 -1.167799 1.417218 6.553376 11.098184 11.587372 13.142108 10.370363 5.982024 11.665376 5.876669 10.375791 8.980562 10.536180 12.495438 11.993408 3.333080 9.9769342 11.3782058 -1.1677986 12.8376374 10.0670935 10.7751570 6.7451647 9.8095559 3.7864709 9.5404977 12.5979765 13.3635965 12.6925870 6.3714351 13.2451766 5.9820238 9.6404358 10.2663830 0.8322824 10.4209907 6.6964627 12.5531615 6.6714802 10.3346106 10.1547675 7.6871447 12.0053284 8.1014027 8.8081240 4.3896219 7.1721264 11.1620724 -0.1677986 9.8336842 10.1159432 9.8780356 12.2864467 7.8294557 13.8096454 14.8375595 10.7740572 8.7570886 8.2094865 9.0943709 8.9807525 12.1756005 12.4685607 11.3350432 7.1942201 10.0694859 8.5240194 11.0547691 10.8336841 2.4172449 9.6824629 12.2603744 11.3733726 9.2710678 9.0183902 9.3973781 15.0595337 8.5292435 8.4284657 9.2363532 8.2814247 9.1049059 10.6492596 10.6631872 7.7013453 14.5969662 9.0978910 9.7725896 10.0748547 9.6706920 7.2998811 3.5327159 11.1969579 11.4579848 11.1220067 9.3992813 10.0146704 9.8956710 7.8314865 9.9064174 11.5064683 9.5971475 11.9736056 NA 9.1898280 8.9315711 9.8131296 8.0121848 12.9631683 9.6404358 8.3120561 8.6299376 8.7733235 9.3440287 9.6045905 8.2876034 6.1268965 5.8435040 9.0514444 NA NA 7.0849412 2.2917214 10.1547675 9.2040527 4.9615585 11.3380875 8.7806431 9.7496481 9.4011822 0.4172719 10.8449005 13.8289260 9.2073155 9.6299376 11.1144957 10.3587752 10.1205653 9.0121851 6.4321894 11.1715693 9.4334897 2.6396258 6.1084011 3.2245960 12.6819743 9.7703852 10.3959490 7.2752194 6.4321894 13.1282601 10.8237978 11.2710679 10.7868358 10.0079377 11.9007184 5.3868661 10.1502538 8.8081240 10.3064890 10.5253273 11.2700281 9.3321218 -0.1677986 NA 8.2372473 4.6136377 13.4199363 10.0294926 8.8237978 NA 7.7853668 10.0694859 1.8322824 8.8023819 7.7951721 11.6406369 4.1176784 5.5327159 TCGA-EI-6881 60 0 NA 499 rectum stage iiia t3 n1 m0 male 2010 NA no rectal adenocarcinoma NA r0 1 not hispanic or latino NA NA 3 2 4 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.998951 9.094108 11.406980 6.861448 13.996568 2.621993 7.063081 14.062776 14.332788 12.442781 8.530207 8.955882 NA 2.539531 9.758688 4.601803 9.186766 10.207362 10.780451 11.794965 11.440564 8.447824 12.750621 8.289685 3.737460 10.286133 10.599262 10.441806 9.494400 8.473523 10.428621 9.514919 10.560254 8.390166 10.131537 1.773996 0.0311550 0.0311550 0.0216030 0.0091705 0.0091705 0.0044411 -0.2415600 -0.2889300 -0.2889300 -0.2801300 -0.2801300 1.3864000 1.3864000 1.3258000 0.0560850 -0.2399700 -0.2399700 0.6690000 0.6690000 0.6690000 -0.0717390 -0.1244700 0.0853650 0.0188030 0.0311550 0.0000000 0.0412680 0.0213230 -0.3042800 -0.3042800 -0.3285600 -0.1205600 -0.1205600 0.0216030 0.0160060 0.0175440 -0.0331320 0.0091705 -0.2415600 -0.2415600 -0.2889300 -0.2801300 -0.6146000 -0.6146000 -0.5959400 -0.5959400 0.0560850 0.0560850 -0.2399700 -0.6088300 -0.6224500 -0.6224500 -0.6419500 -0.0117490 -0.5997300 -0.1072300 -0.6078100 -0.0717390 -0.242 -0.242 -0.289 -0.289 -0.280 -0.280 1.326 -0.615 -0.596 0.000 0.000 -0.240 -0.240 -0.609 -0.609 0.000 0.000 0.000 0.000 0.069 0.669 -0.107 -0.578 0.000 0.000 0.000 0.000 -0.304 -0.304 -0.121 -0.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.242 -0.242 -0.289 -0.289 -0.280 -0.280 1.326 -0.615 -0.596 0.000 0.000 -0.240 -0.240 -0.609 -0.609 0.000 0.000 0.000 0.000 0.069 0.669 -0.107 -0.578 0.000 0.000 0.000 0.000 -0.304 -0.304 -0.121 -0.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.81509633 4.68087567 8.97855603 8.40915881 10.22437123 3.03701315 7.67846916 10.20777879 7.50462436 8.09591282 10.53453838 0.03703073 NA 2.15250795 8.93082632 NA 7.94190446 7.78967840 -1.54793177 8.13329534 11.44127379 2.84436557 9.22519587 9.05568292 3.97562102 5.52887133 9.49028973 4.80960995 5.94390961 12.96732532 2.35895883 6.27860557 6.79635246 10.77960930 10.79051451 11.83251774 9.81400046 8.27223553 11.57766712 5.66365203 9.54216904 9.43175332 10.14945868 12.54316228 12.29754673 3.46730557 9.8335996 10.9298150 NA 11.9095658 9.6898642 10.0745662 7.1031084 11.4552232 4.5181448 9.6958258 12.6209638 13.2105402 13.0273596 6.6856767 12.4427812 3.8783232 7.5421690 10.9171128 2.4520682 10.1035569 6.2975473 12.9243668 5.6018035 10.2734321 10.2073615 6.5288729 12.8636339 8.8582617 8.9628208 4.5235180 11.5215065 10.9929112 -0.5479318 9.9196623 9.9883039 10.3327881 11.5806955 8.4882302 12.7391919 13.8224407 11.4024303 7.7305061 8.9873320 9.4414511 9.5903284 12.2940141 13.7038719 11.4597585 7.3738979 10.2569943 7.5288721 11.33412649 11.11672616 -1.54793177 9.09410831 11.81605453 11.40697999 8.94290767 8.51275271 8.79524225 15.40361325 8.55403239 8.41495282 10.58455640 8.95886007 8.95687560 10.64773651 10.92626960 9.69081969 14.19822982 9.48134395 9.72759921 9.72876269 9.85293612 8.05568319 6.48547996 11.32415438 10.82247165 10.57811583 10.11650395 10.18803577 9.85560139 7.50054395 9.56514760 11.11561476 10.06538571 12.42807566 NA 9.26423404 8.83885693 10.28810705 7.92576271 13.29984812 7.54216904 4.69998464 7.66394514 6.90738343 9.69523073 9.63631212 7.90165917 6.52887289 7.31624261 9.18422400 NA NA 7.57359039 1.45206823 10.20736153 9.19520806 5.17997675 11.51292145 9.46956103 9.51072501 9.52150642 1.62199323 10.80603053 13.63126603 8.97953380 9.63631212 11.44056389 11.05545124 10.02286116 8.86779857 5.45205505 11.47858015 10.93190012 NA 7.40334101 7.17657012 12.84946394 10.83278829 10.28613263 7.93399745 7.05568265 13.47762885 11.28968464 10.76550665 10.91736798 9.51491915 12.31972154 4.64188123 10.58262722 8.47442469 10.22890092 11.28078822 11.71135862 10.56025439 1.03703073 -1.54793177 8.09956926 3.25940809 14.05840406 10.08050218 8.41205873 0.03703073 8.97323500 10.25699435 -0.54793177 8.76720620 7.69760912 12.22632901 4.25940809 7.62198151 TCGA-EI-6882 59 0 NA 262 rectum stage iia t3 n0 m0 male 2011 NA no rectal mucinous adenocarcinoma NA r0 0 not hispanic or latino NA NA 5 4 1 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.977286 9.829188 11.293146 6.542198 13.803399 4.585786 7.945014 13.258039 13.831906 11.742773 8.112333 9.118282 NA 5.636413 9.291502 4.402920 10.096598 11.211322 10.023192 13.772962 10.647255 7.917984 12.574201 8.531092 6.469595 10.838678 10.237181 10.546617 8.467265 8.673270 11.293475 10.317908 10.588468 11.265937 10.276949 4.585786 0.61136000 0.61027000 0.00000000 -0.00263220 -0.00263220 -0.01880700 0.00685540 0.00194180 0.00194180 0.00360760 0.00360760 -0.00595220 -0.00595220 -0.00595220 0.00499690 0.00291330 0.00291330 0.01740400 0.01740400 -0.01394500 0.05281000 0.03185900 0.00499690 0.00499690 0.01597100 -0.00470790 -0.00304750 -0.62808000 -0.00290910 -0.00235530 0.00000000 -0.00290910 -0.00290910 0.00000000 0.00000000 -0.00138580 -0.00263220 -0.00263220 0.00685540 0.01377200 0.00194180 0.00360760 0.00277450 0.00277450 -0.67994000 0.01293400 -0.73582000 -0.01670400 0.00291330 -0.00193990 -0.00193990 -0.00193990 -0.00193990 -0.02219500 0.01740400 -0.00805280 -0.00041585 0.05281000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.7365014 4.4788748 9.0056470 9.8364239 10.4567389 3.0008293 7.6651447 9.9222405 6.7633253 8.2835820 8.4198818 1.7784189 NA 2.0008293 8.9230903 1.1934564 9.0852533 8.3304607 -0.8064175 7.4649329 10.9955821 2.8939058 10.3143555 9.9475221 4.4029200 5.7012635 8.8516813 5.5685095 9.9854465 11.1917075 6.8081791 11.8501180 8.2595587 10.8400285 10.9072858 10.7204580 8.5771739 5.3432159 11.4711697 6.6113229 10.1969876 8.2198548 9.7012644 12.1176698 12.1635756 2.7784399 10.6798019 10.1175399 NA 10.9980041 9.7052223 10.7204580 8.3278962 10.0646050 4.9748275 10.6992813 12.0620994 13.4219878 13.1711074 8.1821545 11.7427731 5.5857858 7.7671171 11.1425669 0.1934564 9.3291790 3.2809266 11.8269191 5.4602577 10.5001010 11.2113221 7.0200187 14.0117523 9.6102673 9.2822579 4.8624960 13.2410197 11.1906492 2.0008293 11.1223582 10.2789421 9.5488208 12.6000733 9.8246468 11.7626133 13.3169429 11.3016674 9.7727857 7.9179836 8.6197343 7.4318745 11.7042339 13.8941803 12.2903479 7.1301072 10.4672653 6.5153971 11.9848361 10.2460377 0.1934564 9.8291879 11.8203195 11.2931463 9.6823140 9.4788719 8.9731891 14.7650144 6.3227520 7.4926776 10.0981043 10.8003375 9.0699867 10.6853228 10.4053580 9.5574402 14.3109911 8.8191786 9.8264649 9.3683954 9.6610753 7.8228264 7.2915013 10.9201137 10.5165244 9.1849916 8.8100185 10.1990943 9.7355342 7.2590201 9.4210857 11.7340821 10.4926777 12.4842230 NA 8.7765525 8.3683956 10.5377657 10.4567389 13.5839746 7.7671171 9.7470990 7.3432168 7.2862269 9.4102156 10.7224121 8.9599987 5.7012635 7.9450136 9.4366437 1.5154097 -0.8064175 7.7170313 -0.8064175 11.2113221 9.7277726 5.2378620 10.5260658 9.8755864 9.9068562 10.7557121 0.7784609 10.3974294 13.0298160 9.5153979 9.7680632 10.6472548 10.6772854 9.6762776 9.7642742 1.5154097 11.3715120 11.1729164 NA 4.1003638 8.2487521 12.3327013 10.6421022 10.8386778 7.9281796 6.8081791 11.9959861 10.5277430 11.0420926 10.4782938 10.3179077 11.9042762 4.3227502 9.8273732 8.8210035 10.8830310 11.0829737 10.9817802 10.5884682 NA 0.1934564 6.7437546 3.6528995 13.7438558 10.3272541 9.9886976 2.0008293 8.7115524 10.4672653 -0.8064175 8.7287450 5.5510207 12.4192797 4.1934721 7.8191783 TCGA-EI-6883 63 0 NA 350 rectum stage iic t3 n0 m0 male 2011 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 4 4 NA NA 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3332134 8.4178086 11.1104487 6.3698294 13.4042622 1.4836739 8.2347624 13.6941893 13.8079576 12.4009621 7.9594300 7.6903619 4.8857940 6.1520759 9.2347624 3.2613051 9.4909243 9.4270488 8.9524661 9.0106151 9.5513230 8.1005078 12.4274673 7.6706952 0.2613503 10.2072357 10.6539794 9.7933354 9.1821532 8.2985034 9.5436204 9.3273934 9.7343335 11.2309306 9.1999037 1.6763577 0.00000000 0.00000000 0.03622900 1.19870000 1.19870000 1.18080000 -0.03044700 -0.01037000 -0.01037000 0.03665300 0.00847430 0.57416000 0.57416000 0.53135000 0.00485790 0.03788800 0.03788800 1.66400000 1.66400000 1.73320000 0.01237600 0.01237600 0.02412700 0.02412700 -0.66550000 -0.00899060 -0.00097017 -0.02542300 -0.01862800 -0.02883400 -0.02883400 0.36461000 0.36461000 -0.71105000 0.00777830 0.60292000 -0.76252000 1.13270000 -0.03044700 -0.03044700 -0.01037000 0.00847430 0.01866300 -0.72279000 -0.67912000 -0.68641000 -0.04644800 -0.69142000 -0.65826000 -0.67067000 -0.68332000 -0.68332000 -0.68332000 0.61100000 -0.70792000 0.01642500 0.04372300 0.01237600 0.000 0.000 0.000 0.000 0.000 0.000 0.531 0.000 -0.679 0.000 0.000 -0.658 -0.658 -0.671 -0.671 -0.032 -0.643 0.000 0.000 0.619 1.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.365 0.365 -0.705 -0.705 0.615 0.615 1.133 1.133 0.618 0.618 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.531 0.000 -0.679 0.000 0.000 -0.658 -0.658 -0.671 -0.671 -0.032 -0.643 0.000 0.000 0.619 1.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.365 0.365 -0.705 -0.705 0.615 0.615 1.133 1.133 0.618 0.618 0.000 0.000 8.6607600 4.2613051 7.4345648 8.3505339 9.7028651 5.1520739 6.6011542 10.4025599 7.5343223 8.9431281 10.4552402 0.9982677 NA NA 2.5832302 NA 8.5249648 8.3002230 NA 8.4997088 10.8630750 4.6763408 8.8550064 8.7796294 6.0686601 0.2613503 9.7809405 6.8311603 11.7210774 13.5139696 7.8760141 7.9755499 7.1357729 10.3562616 11.1234249 12.9221172 10.6611162 7.0814834 10.8347558 6.8287280 10.3875785 8.6453252 11.4148562 12.4914287 11.7195399 4.6508737 9.5131810 11.4135891 NA 12.4417314 9.7241473 10.1109700 6.3056988 10.4768372 5.8158930 9.1711973 12.4087211 12.9841829 12.5126880 6.0426640 12.4009621 5.7097648 8.2290110 10.7035566 -0.3237326 9.4186510 6.7207354 12.1374374 5.5218328 9.9513022 9.4270488 7.1920412 11.9026034 8.5218316 7.7424307 4.9466841 10.7104529 10.4985142 2.1357647 9.6521896 9.3056983 10.4249539 11.5922211 8.5877336 13.2456633 14.7700411 10.4152784 7.4740036 8.2575425 9.5794704 9.5824807 11.7066640 12.6769580 11.3744039 7.4378927 10.7410844 7.6129798 11.7720684 10.4169657 0.6763577 8.4178086 11.2294910 11.1104487 9.0061381 8.6521896 8.7042478 14.8683624 8.7611499 8.8222738 8.7329794 8.4245346 8.4965207 11.3741781 9.6882678 8.2701061 14.5187657 9.0117321 9.0217470 9.1015576 10.7681076 8.5280907 6.9478052 11.9199620 11.4264205 11.4634280 10.6004119 9.5265286 9.4535970 8.8064617 9.5779629 10.8123716 9.6018961 12.8642489 NA 9.8778531 8.2892102 10.1566271 8.6056003 12.5232032 8.2290110 8.1439474 8.8146135 7.1439474 9.9897917 10.1010330 9.1153519 6.5467062 7.1316687 9.1601576 4.3487636 -0.3237326 9.0973545 0.2613503 9.4270488 9.7042478 5.3056970 12.4910243 8.7861722 10.7004425 9.5817288 2.2612901 11.3564814 14.3803804 8.9384367 10.0862630 9.5513230 10.2169541 9.2547145 7.9123559 3.1999079 10.1151335 10.7738241 NA 3.8056226 5.9801236 12.2118601 8.7743740 10.2072357 7.5155453 4.9242709 13.7756073 10.9298938 11.1599056 11.3401222 9.3273934 12.4743072 4.6987074 11.4887196 8.8636938 10.8302104 9.5688845 12.0157742 9.7343335 2.4836997 0.2613503 7.3659558 5.6070787 13.2771258 8.6507563 9.2808949 0.9982677 8.4433178 10.7410844 3.1999079 7.1480169 6.3837008 11.5688845 4.1999000 5.5218328 TCGA-EI-6884 71 0 NA 328 rectum stage iiia t3 n1 m0 male 2011 NA no rectal adenocarcinoma NA r0 3 not hispanic or latino NA NA 1 2 1 5 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.529723 9.201669 11.157986 6.505060 13.845657 4.672618 7.286808 13.311901 14.330733 12.718159 8.199475 9.292996 2.161662 6.125128 9.524474 4.197276 9.556545 10.419512 10.212590 13.074992 10.701200 7.785169 12.311273 8.774890 4.672618 10.170082 10.552252 9.748868 8.913867 8.699369 9.907160 9.557821 9.950208 10.297619 9.598781 3.232047 0.1115500 0.1115500 -0.0153040 0.2149900 0.2149900 0.1324300 0.0065262 0.0000000 0.0000000 0.0227250 -0.0013042 1.1484000 1.1484000 1.0041000 0.0229990 0.0375000 0.0375000 0.3807200 0.3628000 0.3628000 0.0486880 0.0486880 0.1115500 0.1115500 0.1115500 -0.0066432 -0.0097305 0.0210430 -0.0158790 -0.0158790 -0.0304470 -0.0088526 -0.0084385 0.0026357 -0.0153040 0.0995790 -0.3495000 0.2149900 0.0065262 0.0065262 0.0000000 -0.0013042 -0.3361800 -0.3469500 -0.3272800 -0.3272800 0.0399020 0.0229990 -0.3186700 -0.3330600 -0.3436600 -0.3606600 -0.3621400 0.0353830 -0.3313300 0.0111210 0.0348180 0.0486880 0.000 0.000 0.000 0.000 0.000 0.000 1.004 -0.347 -0.327 0.000 0.000 -0.319 0.000 -0.344 -0.344 0.000 0.000 0.112 0.112 0.031 0.363 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.452 0.000 -0.217 0.132 0.309 0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.004 -0.347 -0.327 0.000 0.000 -0.319 0.000 -0.344 -0.344 0.000 0.000 0.112 0.112 0.031 0.363 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.452 0.000 -0.217 0.132 0.309 0.309 0.000 0.000 8.411478 5.607910 8.454435 9.603767 10.364756 4.594614 8.369156 10.491225 6.889573 8.895007 9.920543 6.307330 NA 7.097114 8.390472 -1.160363 8.066137 7.831247 NA 8.068544 10.691084 4.512151 8.384690 9.612040 5.125126 3.798569 9.252295 5.282670 9.572741 12.586135 3.647084 8.145787 8.443351 10.359361 11.470447 11.579928 8.771940 4.770464 11.642225 5.698702 9.943669 8.780861 10.265990 12.286996 11.910517 2.741791 10.030784 10.781506 -1.160363 11.665280 9.509496 10.407206 6.817005 10.509496 5.999596 9.880015 12.865470 13.261856 13.200572 6.937758 12.718159 6.097114 9.447980 10.922207 2.647084 9.395273 5.378883 12.148633 4.621085 10.449827 10.419512 8.349500 12.903542 8.645469 8.571044 4.085374 12.933720 11.249646 2.839718 10.328569 9.479970 10.363777 12.312797 9.983746 12.629463 13.789151 10.785900 8.599613 8.430312 8.764538 8.916541 11.456504 13.482961 11.637587 7.152608 10.712785 7.567646 11.3388236 11.0124652 1.4247071 9.2016689 11.7330267 11.1579855 8.8198649 9.1851304 9.4095808 15.4209546 7.4209261 7.7496181 9.4943612 9.2501764 8.8662487 10.4387082 11.0137145 8.8062596 14.2893575 8.2298941 9.6478849 9.7585883 8.8523497 6.8227187 8.1548748 11.2746140 10.6891303 9.9212085 9.8488540 10.3275652 9.9338029 8.0755481 9.4862840 10.9799159 9.5870790 12.4932465 NA 9.2691318 8.1906642 10.0146508 9.4256265 12.5590070 9.4479800 8.6741962 7.8895739 9.5462212 10.0436849 9.8956854 7.7880925 6.2659900 6.0491777 9.2847399 NA -1.1603628 8.0442963 0.8397178 10.4195125 9.7116303 5.8397253 11.2795560 8.9638466 9.5937775 9.6686549 -1.1603628 10.4340498 13.8955583 9.4672591 10.0510051 10.7011999 10.8123460 9.8758988 9.0455183 4.3315762 10.5824556 11.5637977 2.2991567 5.0876538 7.9995964 12.6435536 9.4162096 10.1700819 7.3032492 6.5879185 12.8214708 10.7177761 11.1765107 10.4373122 9.5578213 11.8409574 3.9271854 10.5790839 8.9625531 9.8361987 9.8950076 11.1392194 9.9502084 -1.1603628 NA 8.1094363 5.5811915 13.4317734 9.8220058 9.2298941 2.6470842 8.8213068 10.7127847 3.5401637 7.9508609 6.8786444 11.7451122 4.7466137 6.5121510 TCGA-EI-6885 57 0 NA 415 rectum stage iv t3 n1b m1 female 2011 NA no rectal adenocarcinoma NA r0 2 not hispanic or latino NA NA 4 5 1 5 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.232424 8.207452 11.676428 7.162485 13.803598 4.815135 7.057991 13.471038 13.920665 11.929224 8.271648 9.981939 7.418678 3.078166 9.202099 4.367679 9.579490 9.562283 10.423286 6.205924 10.139065 8.237666 12.631762 7.954458 5.608499 10.007592 10.625920 10.344608 10.453852 8.710329 9.727358 9.786995 9.331710 8.960812 9.568834 3.967141 0.3356100 0.3356100 -0.0243880 -0.4053900 2.1339000 3.1106000 -0.0656600 -0.0463120 0.3013000 0.3264000 0.3264000 0.0095883 0.0095883 0.0120970 -0.0078863 0.0000000 0.0000000 1.6894000 1.6894000 1.6808000 0.1336200 0.1336200 -0.0139530 -0.3923000 -0.3923000 0.2692300 0.0502500 0.2172900 -0.0129890 -0.0129890 -0.0129890 -0.4082700 -0.0452280 -0.0243880 -0.0243880 -0.0160170 -0.4204600 3.3826000 -0.0656600 -0.0656600 0.3013000 0.3135400 0.3332400 0.3354500 -0.3759500 -0.3759500 -0.0078863 -0.0078863 0.0000000 -0.3820100 -0.3820100 -0.3834700 -0.3834700 -0.3605600 1.6894000 0.3523500 -0.0271240 0.1336200 0.000 0.000 0.301 0.301 0.314 0.314 0.000 0.335 -0.376 0.000 0.000 0.000 0.000 -0.382 -0.382 -0.361 0.224 0.000 0.336 1.689 1.689 0.309 0.000 0.269 0.269 0.000 0.000 0.000 0.000 -0.363 0.000 0.000 0.000 0.985 0.000 0.000 1.198 0.000 0.000 0.134 0.134 0.000 0.000 0.301 0.301 0.314 0.314 0.000 0.335 -0.376 0.000 0.000 0.000 0.000 -0.382 -0.382 -0.361 0.224 0.000 0.336 1.689 1.689 0.309 0.000 0.269 0.269 0.000 0.000 0.000 0.000 -0.363 0.000 0.000 0.000 0.985 0.000 0.000 1.198 0.000 0.000 0.134 0.134 8.3359057 5.4628311 7.7177443 9.9819391 10.3849899 5.7827126 8.5664552 10.1664172 7.6497110 8.0980684 7.9957067 4.5712096 -0.6766876 NA 4.4107413 -1.6766876 8.9471626 7.6983206 -1.6766876 8.7888475 10.4720756 4.4730271 9.0881527 8.4806283 5.8151348 4.8151348 9.2339240 5.3119644 9.7641504 13.1675947 5.4730271 NA 7.0375272 11.0569322 11.1179002 13.2453546 10.2635948 6.5131054 11.2261500 5.8571549 12.2401870 8.5949426 10.1209427 12.9969111 11.9221480 4.0005049 10.0289136 11.9814928 -0.6766876 12.0737789 10.2734726 10.7695892 6.4577076 10.1030006 5.0512024 10.0362381 11.0226368 13.0074272 13.3878135 7.3317097 11.9292237 6.9850598 10.4982070 10.2013322 3.6808307 9.5137233 7.2271635 11.9254001 6.3947439 10.9837229 9.5622831 8.5947441 13.3526116 9.2554960 9.2731079 4.3667978 9.7448202 11.3414814 3.0781658 10.6876896 9.6401285 10.3176347 11.7606432 9.8375021 13.1707791 14.2176791 10.8453724 7.1241813 8.6418242 9.6769794 8.9054231 12.4482911 12.7983813 12.0067036 7.6720094 9.6753246 8.2301718 11.79850805 11.27037020 0.32331242 8.20745170 11.62263240 11.67642808 9.46091290 9.08316948 9.87691056 14.09345396 8.87402815 8.34148146 9.66868647 9.46921342 8.94441749 10.37381012 11.10176910 8.79596204 13.92699452 8.68741593 9.74797240 9.79546436 10.05035082 7.44481447 5.77449190 11.87342681 11.15161614 11.07754244 11.31107817 10.98594964 10.77242989 9.05174594 9.86872843 11.41372455 10.06727408 11.45069531 NA 9.13385298 9.81061887 9.65811310 7.85271177 13.15463798 10.49820698 8.04949954 8.90730411 8.75582328 9.17190409 10.50753679 9.22929254 7.86437808 8.05704243 10.96555863 7.27747711 7.14982941 9.12498951 0.64524051 9.56228307 9.85368757 5.68083349 10.47366324 9.08150448 10.55720051 9.78271292 -0.09172508 10.07649804 14.14719577 11.22791588 10.17307733 10.13906474 10.31515738 10.53911760 9.17268627 4.02371666 11.05247710 9.98478329 -1.67668758 7.54244998 5.98149193 13.10566525 9.29984541 10.00759162 7.65439974 6.54728324 13.01937943 10.69124198 10.96848933 10.38633923 9.78699471 11.74836600 4.76622411 9.68028339 8.99570667 12.13816407 10.31904840 10.54002708 9.33170992 1.13066734 4.25496434 8.28418096 6.08483177 13.41322822 9.56883397 9.94624821 -0.67668758 8.36900008 9.67532461 10.13866462 8.96262190 7.31196624 12.21847784 6.54728324 9.31692726 TCGA-EI-6917 33 0 NA 531 rectum stage iiia t3 n1 m0 male 2010 NA no rectal adenocarcinoma NA r0 3 not hispanic or latino NA NA 5 1 4 3 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.108732 9.318410 11.530424 7.259658 12.914548 4.712986 7.738519 13.962567 13.371603 12.090504 8.115082 9.972256 3.043134 11.681897 9.986180 4.712986 9.848730 9.757378 10.753626 3.490596 10.520339 7.967405 12.587658 8.579468 1.168642 10.156401 10.900265 10.459066 7.368335 8.993219 10.664518 10.468993 9.623305 10.671495 9.739151 3.583700 0.00374650 0.00000000 0.00305220 -0.00773200 -0.00456950 -0.00456950 -0.00387790 -0.00622860 -0.00622860 0.00444110 0.00444110 -0.00083160 -0.00083160 -0.00083160 -0.01725700 -0.00234280 -0.00234280 -0.01200300 -0.01200300 -0.01200300 0.02304000 0.00000000 -0.00484610 -0.00484610 0.00374650 0.00889200 0.00694350 0.00694350 -0.01271300 -0.01271300 -0.01519100 0.00138680 0.00138680 0.00305220 0.00305220 0.00097064 -0.00773200 -0.00456950 -0.00387790 -0.00152430 -0.00622860 0.00444110 0.00485790 -0.00013862 -0.01477800 0.00166420 -0.00797380 -0.04801800 -0.00234280 -0.00968060 -0.00387790 -0.00387790 -0.00387790 -0.02698800 -0.01200300 -0.00180140 -0.03070900 0.02304000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.4586822 6.2130575 8.8457955 10.4225106 9.8931770 5.6497908 8.9246635 10.2034622 7.3385884 7.6335489 5.8410875 4.9412519 -1.4161921 NA 6.6551629 -0.4163846 7.8874814 8.2824055 -1.4161921 7.9543883 11.0680201 2.9760153 9.7226124 8.4118372 4.3385884 4.2841439 8.6362686 7.3716033 7.0675161 11.6749708 4.0099652 6.2702019 9.4890877 10.0865325 10.7858245 11.4598339 8.2525855 4.3116194 10.9977146 5.5498324 9.4244785 8.5555892 10.1062822 13.3589077 12.2054092 2.8346708 9.916856 10.666848 -1.416192 11.286739 8.882909 10.832221 8.069530 9.001553 5.802870 9.779073 11.788883 13.427327 13.271404 7.400684 12.090504 9.744202 10.289333 10.942627 2.583712 9.775994 4.256128 11.928274 3.831624 10.450593 9.757378 9.452523 12.881620 9.296228 8.830441 5.432198 12.225752 11.432324 2.490596 10.563840 10.252143 10.440126 11.849462 10.616435 11.684199 14.468795 10.521074 7.532068 7.514438 8.753626 8.238337 11.444788 13.250313 12.036982 7.673813 9.978163 7.730906 11.3837917 10.9749443 -1.4161921 9.3184104 11.0984148 11.5304242 8.7735253 9.1808222 9.7013437 14.4876051 8.4754846 7.7660949 9.6544925 10.1979504 8.8574962 10.9717180 10.8999822 10.4071197 14.5691869 8.4494339 9.1131314 9.6830485 10.7155577 7.6226200 6.1535561 11.9880440 10.9033728 10.5349854 8.8725668 10.2396786 10.1291479 9.0694898 10.0405684 11.2300344 10.6372873 12.3893206 NA 9.0204122 9.2094095 9.9511155 8.0574064 13.2554076 10.2893331 7.3352447 9.8679465 9.7479791 8.9532981 10.3090669 10.9557495 7.0266441 7.5837003 9.1535563 -1.4161921 -1.4161921 8.6143679 0.1686420 9.7573778 10.3090669 6.0594332 11.2052948 9.0924858 10.5221776 9.6598482 1.3910528 10.6046806 14.1209191 8.6088403 10.9486561 10.5203387 10.1742877 10.1416430 9.4362301 3.8316239 11.6797569 9.9537723 NA 2.9760153 6.2561256 12.7508052 10.6941840 10.1564009 8.7186147 6.6497893 13.7696988 11.1564009 11.3898475 10.5148075 10.4689929 12.0966880 4.5609778 10.3364994 9.2103224 10.5070282 11.3888400 11.7868957 9.6233052 4.7334465 1.3910528 7.8275409 3.6711688 13.9354336 10.1859357 9.7648530 0.5837116 8.8522427 9.9781634 0.9056590 8.9920305 7.1761582 12.2135126 5.6497908 7.0431323 TCGA-EI-7002 58 0 NA 364 rectum stage iv t3 n2 m1 male 2011 NA no rectal adenocarcinoma NA r0 7 not hispanic or latino NA NA 1 5 NA NA 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.483675 8.888198 10.914804 6.932730 13.476925 5.615181 6.318978 13.531681 14.239920 12.723546 7.371686 9.685179 2.030230 4.428765 9.132074 4.030221 9.884802 10.264708 9.835815 5.954489 10.434198 7.941473 12.230782 7.725604 6.765445 9.629454 10.698135 10.165110 10.475420 8.863142 10.145852 10.139217 9.554492 10.879694 9.559470 5.730656 0.4651900 0.4651900 0.0000000 -0.7790500 -0.7790500 0.0296770 -0.5089800 -0.0406160 -0.0406160 0.3112900 0.3112900 0.9573400 0.9573400 0.4963200 0.0154470 0.4524100 0.4524100 1.3573000 1.3452000 1.3943000 1.0510000 -0.2734400 -0.5243000 -0.5243000 -0.5243000 -0.0183530 0.0178240 -0.5144500 -0.2437500 -0.2892400 -0.8198300 -1.0721000 0.5023800 0.0000000 0.0365120 0.5210100 -1.1206000 0.2687500 0.0091705 -0.5089800 -0.0406160 0.3112900 -0.5486500 -0.5302200 -0.3251900 -0.3251900 0.0154470 -0.5105300 -0.5553700 -0.5175300 -0.5175300 -0.5175300 -0.5175300 0.4146300 0.5206600 -0.5324600 -1.1314000 -0.2370400 0.000 -0.509 0.000 0.000 0.311 0.311 0.945 -0.534 -0.325 0.000 0.000 -0.555 0.452 -0.518 -0.518 -0.159 -0.159 -0.524 -0.059 1.357 1.357 -0.532 0.000 0.000 0.000 0.513 0.513 -1.293 -1.293 0.000 0.477 0.000 0.000 0.521 0.521 -0.779 0.000 0.000 0.000 -0.273 -0.273 0.000 -0.509 0.000 0.000 0.311 0.311 0.945 -0.534 -0.325 0.000 0.000 -0.555 0.452 -0.518 -0.518 -0.159 -0.159 -0.524 -0.059 1.357 1.357 -0.532 0.000 0.000 0.000 0.513 0.513 -1.293 -1.293 0.000 0.477 0.000 0.000 0.521 0.521 -0.779 0.000 0.000 0.000 -0.273 -0.273 8.2485054 5.6897269 8.6395639 8.9609547 10.3122528 4.7407117 8.1538687 10.8584981 6.6422481 8.9780534 9.1311187 6.0546011 -1.4293428 -0.4291485 6.9239324 NA 9.2164442 8.0199343 -0.4291485 8.8734247 10.0756047 4.8187125 7.8020071 7.7382038 6.3054945 3.7407117 9.6110755 5.7407117 6.5132997 12.7630015 0.1557492 3.9283419 7.1406417 11.1880236 11.1337436 12.3387633 9.9657843 4.9801761 11.2848724 5.7205329 10.2716589 8.7933513 10.4791784 12.7250683 12.0987514 4.3079312 10.186415 11.307822 -1.429343 12.260129 10.150573 10.866842 7.777800 9.763079 4.658246 9.652269 12.641242 13.223575 13.281592 7.811458 12.723546 6.250266 9.377335 10.943923 1.892702 9.526436 5.710338 12.098996 4.799605 10.737890 10.264708 8.221837 12.318140 9.327342 9.545917 4.789181 5.997051 10.983091 2.030230 10.090913 9.667501 10.408414 12.183654 8.829352 13.988078 15.256373 10.775663 9.467913 8.148215 8.968460 9.193753 11.748982 13.026049 12.060240 7.278145 9.383765 8.981237 11.3674338 11.3652016 -0.4291485 8.8881983 11.4803039 10.9148042 9.4625695 9.2867479 9.2254217 14.7170953 8.2729586 7.4806787 9.5608897 8.7778001 8.6635428 11.0626389 11.2343439 8.8802735 13.8857584 8.3038013 9.8193064 10.2647082 10.0455058 7.2289976 5.1406396 12.1443146 11.4090049 10.2254218 9.5882902 10.5584051 9.5509253 9.1533230 9.7893489 10.9436508 9.5423293 12.4975450 NA 9.4233153 9.0001924 10.0601320 7.0261128 13.0990567 9.3773355 5.2850322 8.7814571 8.7039281 10.0064560 9.7500728 8.5644742 6.5537798 8.2677535 8.5552042 7.4686314 2.9631042 7.3054954 -0.4291485 10.2647082 10.1725565 5.2146416 11.9152204 8.5693760 9.8665547 9.6482691 1.1557492 10.9815021 14.7154241 9.5806143 9.7881377 10.4341978 10.1411159 10.3151992 9.0074974 5.9716654 10.0621379 9.8876613 0.5707544 5.8281746 4.5480667 11.8198992 9.3156197 9.6294541 7.2952997 6.4473031 13.1098840 10.1932952 10.8506865 10.8794092 10.1392170 12.3831637 4.4287655 10.4952272 8.2660139 9.9452819 10.3933566 11.5560941 9.5544920 0.1557492 0.1557492 8.6131975 5.8927140 13.9349888 9.6819215 8.9447384 -0.4291485 8.2564281 9.3837652 9.3676367 8.1799643 6.4411498 11.7902568 4.4287655 5.9801761 TCGA-EI-7004 37 0 NA 257 rectum NA t4a n2b m0 female 2011 NA no rectal mucinous adenocarcinoma NA r0 30 not hispanic or latino NA NA 5 1 NA NA 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.048611 9.594624 11.164972 7.214171 13.185229 5.972017 6.485594 13.233492 13.390218 11.710411 7.991780 10.904872 4.283959 6.656293 9.536100 5.040033 7.766522 10.470267 9.854828 12.007792 10.646586 7.068231 12.716641 8.815862 3.435962 10.842636 10.697870 9.901938 9.286963 9.472598 10.419641 10.331978 9.512351 10.672073 9.281955 5.546993 0.0000000 0.4282200 -0.0110600 0.0070826 0.0070826 0.0075000 0.0040243 -0.4632300 0.0054139 0.0055529 0.0055529 0.4432500 1.2007000 -0.4207900 -0.0109220 -0.0049844 -0.0049844 0.0174040 0.0174040 0.0174040 -0.0368100 -0.0410240 -0.4782800 0.4129500 0.0000000 0.0174040 0.0070826 -0.0128510 0.0022193 -0.4413500 -0.0073339 -0.4523300 0.4019400 0.4454500 -0.0048461 0.8386400 -0.4564000 0.0070826 0.0040243 0.0728270 -0.4552700 0.0055529 0.0013868 0.0013868 0.3701900 0.3701900 -0.0109220 -0.4624900 -0.4615300 -0.0438730 -0.4312700 -0.4312700 -0.4312700 -0.0169790 -0.2323900 -0.4507200 -0.0094046 -0.0368100 -0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.370 0.000 0.000 -0.457 0.000 0.000 -0.387 0.000 0.000 0.387 0.387 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 -0.428 -0.428 -0.107 0.000 0.000 0.000 0.443 0.000 -0.446 0.000 0.513 0.000 0.000 0.000 -0.455 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.370 0.000 0.000 -0.457 0.000 0.000 -0.387 0.000 0.000 0.387 0.387 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 -0.428 -0.428 -0.107 0.000 0.000 0.000 0.443 0.000 -0.446 0.000 0.513 0.000 0.000 0.000 8.277936 8.218372 8.466300 11.593411 10.615872 6.226736 10.442261 10.494280 6.841956 7.136403 9.624206 6.905849 NA 7.526817 6.674750 NA 9.794922 8.617066 NA 8.279947 10.275923 1.792106 8.852803 8.265813 4.377068 3.040033 9.493414 6.506353 11.121623 11.765446 7.417816 11.377070 7.884864 9.923964 10.814475 11.137790 8.457443 3.492545 9.892178 5.941855 9.929739 8.392243 9.882220 12.642950 11.954813 1.748161 10.750660 10.503344 1.377068 10.800536 9.349571 10.685788 7.485594 9.933576 6.656293 9.852803 11.843996 13.466244 13.114387 7.243319 11.710411 7.662472 11.452994 10.460549 2.879569 9.593007 7.287963 12.136958 4.650087 10.636421 10.470267 10.169318 12.924125 8.679328 9.129729 2.846092 11.645027 12.123304 3.546993 10.568129 9.168233 10.243318 12.571211 10.167690 9.800536 14.548999 10.245892 9.728745 7.828281 8.255631 8.327382 11.137790 12.972716 11.380332 7.460992 10.126380 7.794922 12.1842904 10.9003049 1.9620307 9.5946236 11.7675969 11.1649722 9.1865699 8.9469253 9.3341716 14.5156604 5.6747516 6.5800098 10.6138812 8.3714230 9.0993078 10.9745015 11.2779365 9.7109779 14.4599117 7.8795698 9.7057445 8.8075220 9.3657544 5.9917803 6.8528029 11.3975867 10.2225597 8.3312659 9.2919530 11.1024359 10.2267354 7.5852878 8.8296542 10.8868447 10.1908509 12.1206278 NA 9.5386214 8.8742563 10.4790453 8.9570141 13.2568443 11.4529944 10.1380667 10.6114880 11.2306391 9.9335757 10.4658579 8.6010714 7.1540505 5.8393399 9.6360282 0.3770682 -1.2078943 8.6609297 2.8795685 10.4702671 9.3156690 7.1627941 11.3598256 8.6297351 10.0494950 9.8795699 0.7921057 10.7265352 13.9620322 9.1162878 10.8334240 10.6465860 10.5499138 10.2668271 9.0100648 4.5200262 10.6831313 10.0502550 3.5994606 5.7109717 6.6747502 12.6846500 9.5106400 10.8426360 7.1627941 6.5668943 12.7248755 9.7751008 10.1562418 11.3031185 10.3319785 12.0150529 7.2014976 9.9595253 9.6002670 10.0167118 11.6510595 11.5405097 9.5123513 4.4359619 0.3770682 8.1655598 0.3770682 14.4692762 9.6493106 9.9738806 -1.2078943 8.5941712 10.1263804 -1.2078943 8.6360282 7.2515392 11.6686241 5.5865216 7.7198850 TCGA-F5-6464 77 1 303 NA rectum stage iiic t4b n2a m0 female 2011 NA no rectal adenocarcinoma NA r0 4 not hispanic or latino NA NA 1 1 2 2 1 3 1 2 1 2 7 0 0 0 0 0 0 0 0 1 2 0 4 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 3.745201e-06 9.016224e-07 20.4379562043796 16.7883211678832 13.8686131386861 40.1459854014599 8.75912408759124 10.528821 9.264722 11.263389 7.245414 13.259251 4.505567 7.353563 13.733944 13.630566 11.839526 7.762577 10.183638 4.147111 2.949180 8.799819 3.616593 9.272161 10.381837 9.054003 8.871538 10.652466 7.179123 13.027009 8.665841 1.861717 10.667857 10.595572 10.308276 8.878518 9.468476 10.643479 10.505647 10.077849 10.265254 9.074814 4.768603 1.4769000 0.5848800 -0.0465830 -0.0745440 -0.0745440 0.8708900 -0.0394760 -0.0460410 -0.0460410 -0.0325870 -0.0325870 0.9067400 0.9067400 0.8994900 -0.0273980 0.0091705 -0.0044312 0.8583800 0.8583800 0.8583800 0.0282690 0.2359700 0.0079175 -0.0083005 -0.0442800 0.2745800 -0.0389860 -0.0332690 -0.0412950 -0.0412950 -0.1388400 0.1500900 -0.2986300 -0.0426520 -0.0465830 0.2260700 -0.5401700 0.3957900 -0.0394760 -0.0267140 -0.0460410 -0.0252090 -0.0366740 -0.0366740 0.1775400 0.1775400 -0.0738770 -0.3598800 -0.5081500 0.4226700 -0.0506410 0.3659200 0.3659200 0.0098669 0.8583800 -0.0402090 0.0115390 0.0282690 0.000 0.000 0.000 0.000 0.000 0.000 0.907 0.000 0.178 0.000 0.000 -0.504 0.000 0.423 0.423 0.000 0.000 0.585 0.585 0.858 0.858 0.000 0.000 0.275 0.385 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.873 0.873 -0.466 0.396 0.387 0.387 0.000 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.907 0.000 0.178 0.000 0.000 -0.504 0.000 0.423 0.423 0.000 0.000 0.585 0.585 0.858 0.858 0.000 0.000 0.275 0.385 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.873 0.873 -0.466 0.396 0.387 0.387 0.000 0.208 8.2561724 7.4504244 8.1143754 10.5455816 10.6044403 6.3211416 9.5464583 9.7753472 7.0564665 6.5055655 8.6265815 3.6690608 -1.1382828 -1.1382828 7.8840777 -1.1382828 8.6834838 7.7745993 -0.1382828 8.9504979 10.7382267 -1.1382828 8.0465849 8.1836379 4.0316334 0.4466797 9.8638216 7.2879746 4.8617073 12.7624822 3.9061017 3.3211344 9.0165278 9.9897042 10.9152963 11.5116395 9.0662808 4.2879746 11.2932022 6.4837610 9.9544669 8.7576334 10.2291245 12.3237429 11.9355166 1.3675947 10.524823 10.687861 1.183645 12.754253 9.397957 10.411494 5.562151 10.147690 5.694599 10.128496 10.020950 13.103618 12.863646 7.206005 11.839526 8.544704 11.013995 10.377902 3.616593 10.288499 4.744355 12.215270 6.990992 10.290070 10.381837 10.913598 13.801656 8.715019 8.199332 4.742152 11.183920 11.988737 3.562145 9.888233 10.082088 10.442910 12.112304 10.255100 10.042241 14.236326 10.791338 9.778336 7.985831 8.751974 9.303616 11.619933 13.466842 11.957158 6.707200 9.730532 8.126153 11.7942936 10.5647482 3.3852654 9.2647217 11.8493291 11.2633893 7.8332532 8.6149266 9.1825103 14.7560529 7.9623720 8.0441039 10.3610574 10.3399738 9.1734580 10.9207162 11.5044384 8.4070217 13.9100689 8.5930288 9.8439904 9.3714848 9.0453452 6.4315661 6.7865219 10.7001258 10.0335121 9.5208137 8.8144511 10.6057027 9.8985703 8.1304625 9.4353569 11.1856090 10.0735980 12.3590539 NA 9.2785073 8.7118965 10.1864529 7.9728454 12.9057623 11.0139946 8.0760288 10.7954004 10.5875021 9.6132539 10.0515343 8.6479793 7.5862236 8.0115840 10.5266014 5.2879746 NA 8.2410879 -1.1382828 10.3818373 9.5793863 6.7320751 10.9514913 8.8785181 10.4727346 9.5913305 -0.1382828 10.5190282 13.2896118 9.5403100 11.1580524 10.6524655 10.9207162 9.6930170 8.7351539 5.2540271 10.4644086 10.6921021 3.3211344 3.8617073 6.7320751 12.3997774 9.4018378 10.6678566 6.8100767 6.6031768 12.5597632 10.2093311 10.4348836 11.2178866 10.5056471 11.7338074 6.2540271 9.9787035 9.0341373 10.1689106 10.6522334 10.5720857 10.0778493 2.7686078 NA 7.9564209 3.3211344 14.3826046 9.7297606 9.2732207 0.8617172 8.4729930 9.7305323 -0.1382828 7.7924474 7.3535632 11.8246058 5.2540271 7.4466723 TCGA-F5-6465 64 0 NA 1506 rectum stage iia t3 n0 m0 female 2010 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 1 3 4 2 1 2 1 2 1 5 7 0 6 4 4 0 0 4 0 4 7 0 0 0 0 7 0 0 4 0 6 4 0 0 0 0 0 5 0 0 0 0 4 0 4 0 0 0 0 0 0 0 4 0 0 0 4 5.271024e-06 1.976634e-06 27.0142180094787 10.4265402843602 14.218009478673 37.914691943128 10.4265402843602 10.227339 9.507764 11.500543 7.201996 12.837207 5.785741 7.753707 14.119825 13.419571 12.274666 8.413915 9.632925 3.483184 1.576280 9.137575 5.248713 8.852412 10.492540 9.369078 7.002552 11.494032 7.687423 13.280948 8.912794 -1.423526 10.655772 9.890871 10.792730 9.162189 9.369387 10.279326 9.875123 9.827770 8.957830 9.623411 4.068138 0.01894300 0.01894300 0.57148000 0.55107000 0.55107000 0.55107000 -0.01505400 -0.01931400 -0.01931400 -0.01450300 -0.01450300 0.55266000 0.55266000 0.55266000 0.58381000 0.01530800 0.01530800 1.09620000 1.09620000 1.09850000 -0.18131000 0.34275000 0.04819700 0.01894300 0.01894300 0.49372000 -0.00235530 0.00013863 -0.01064600 -0.01064600 -0.01064600 -0.60671000 -0.01422800 0.55071000 0.53749000 -0.00124730 0.55107000 0.55107000 -0.01505400 -0.01505400 -0.01931400 -0.00221680 -0.00567570 -0.00829840 0.00083195 0.00083195 0.58650000 0.56614000 -0.59205000 -0.36539000 -0.34973000 -0.34973000 -0.34973000 0.03820600 1.09620000 -0.00512270 0.00180300 -0.18131000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.000 0.000 0.566 0.566 -0.592 0.000 -0.350 -0.350 0.000 0.000 0.000 0.000 1.110 1.110 0.000 0.000 0.494 0.494 0.000 0.000 0.000 0.000 0.000 0.000 0.537 0.537 0.000 0.000 0.551 0.551 0.000 0.000 0.161 0.343 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.000 0.000 0.566 0.566 -0.592 0.000 -0.350 -0.350 0.000 0.000 0.000 0.000 1.110 1.110 0.000 0.000 0.494 0.494 0.000 0.000 0.000 0.000 0.000 0.000 0.537 0.537 0.000 0.000 0.551 0.551 0.000 0.000 0.161 0.343 8.257526 7.002552 8.531937 10.345712 10.290533 5.785741 8.780859 9.894265 6.916137 8.783302 9.448193 3.483184 NA 3.968607 3.530483 -1.423526 7.929434 7.819461 NA 8.463508 10.789999 4.099851 8.674319 8.819461 5.276727 5.382353 10.472998 5.756196 5.331175 13.090570 4.434268 4.507027 7.687423 10.474133 11.289889 12.495709 10.104741 3.785739 11.685150 5.910337 10.171078 9.000296 9.928883 12.845488 11.799082 1.536053 10.2165323 11.1965072 0.1613073 11.5656819 10.2888144 10.7333185 6.7260342 10.0362312 6.2056447 9.9686047 12.3043142 13.3120549 13.1033367 6.9899156 12.2746665 7.4680709 9.9513268 9.8454140 4.4342679 9.8454140 4.9161374 12.3335732 6.4528046 10.6457371 10.4925401 9.2931067 13.0889661 8.9216925 8.8823490 4.6862764 10.4166719 11.4671216 2.1612428 10.1198025 10.3824341 10.0398118 11.9787665 10.4131267 13.1881191 14.3466330 10.8292484 6.7158385 7.9049621 8.9621499 9.3980613 12.0554361 12.8924275 11.4451157 7.0479626 10.7499645 7.7881754 11.5449542 10.7698127 1.1612428 9.5077635 11.8202051 11.5005432 9.3160679 9.3244803 9.8931345 14.7524993 8.4846799 8.2922494 9.7710442 8.7411943 8.9994034 10.9100018 11.0578346 8.8842850 14.3742022 7.8547369 9.5224627 9.3008012 9.2174360 7.5791024 8.7462123 11.1382913 11.7842168 10.7094296 9.1546602 10.5948353 9.9044013 7.8152891 9.2047330 11.4701577 10.5889119 12.0602039 NA 9.3386693 8.9760992 10.2888144 9.5449542 14.2817038 9.9513268 6.2344994 9.2165322 10.3510744 9.9083239 10.1923767 8.8415625 6.7004092 4.9596450 9.9567484 NA NA 8.8709081 0.1613073 10.4925401 9.3682642 5.7661128 11.0771293 8.3868592 10.1499346 9.8834882 1.8982084 10.6325864 13.8003644 9.7875673 9.7437055 11.4940324 10.7957584 9.9066441 9.0510074 6.2905331 11.6751419 9.0132487 1.5762803 4.0998506 8.6743194 12.5309381 10.0418538 10.6557722 7.8959593 7.5070247 12.8105061 10.4354339 10.6910058 10.7155190 9.8751232 11.7410372 4.8430743 10.4458812 9.0459292 10.3613310 10.6815412 11.4648404 9.8277698 3.3311749 -1.4235262 7.1690812 7.2129117 13.8935940 9.9183621 9.5776956 3.3311749 8.8232418 10.7499645 2.1612428 9.2460582 7.9294342 11.9111193 5.0192304 8.1537162 TCGA-F5-6571 62 0 NA 1288 rectum stage iia t3 n0 m0 female 2011 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 3 2 2 2 1 1 1 2 1 2 7 1 0 4 0 4 0 0 4 4 0 0 7 0 0 7 0 1 0 0 0 4 0 0 1 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 3.571812e-06 1.352434e-06 30.7692307692308 15.3846153846154 16.0839160839161 32.8671328671329 4.89510489510489 10.2997717 9.8021640 11.5308675 7.3871264 14.2919975 5.0755412 7.1344335 13.5589031 13.4696456 12.7798557 8.1569285 9.3279803 2.4905701 2.7706811 9.0341621 3.6832248 8.9335213 10.0873000 9.5145300 9.5908647 11.3077899 7.6972435 12.3702704 8.7111287 0.2681948 10.7995668 10.6435868 10.1115830 9.8884052 9.4858766 10.3405414 9.9425012 10.5439219 8.8189320 9.9932675 5.1589550 0.0146770 0.0146770 0.0945620 0.0347460 0.0347460 0.0377100 -0.0672220 0.0000000 0.0000000 -0.0455690 -0.0455690 1.9866000 3.1154000 1.8811000 0.0371450 -0.0327930 -0.0327930 1.7400000 1.7400000 1.8311000 -0.1313800 -0.0141610 0.0146770 0.0146770 0.0146770 -0.2484300 0.0502200 0.0711740 -0.5356600 -0.5356600 -0.5356600 0.0416690 0.0416690 0.0945620 0.0945620 0.1100100 -0.6974400 0.0347460 0.1360500 -0.0672220 -0.0083713 -0.0455690 -0.6565400 -0.6926400 -0.6755000 -0.6755000 0.0371450 0.0371450 -0.6933700 -0.7062600 -0.7062600 -0.7062600 -0.7062600 -0.1146300 -0.6987000 -0.8644800 -0.0489530 -0.1313800 0.136 0.000 0.000 0.000 0.000 0.000 1.882 -0.657 -0.675 0.000 0.000 -0.661 0.000 -0.706 -0.706 -0.115 -0.115 0.000 0.000 -0.228 1.774 -0.235 0.000 -0.248 -0.248 0.000 0.000 -0.536 -0.536 0.000 0.000 0.000 0.000 0.110 0.110 -0.697 0.000 0.000 0.000 -0.117 -0.117 0.136 0.000 0.000 0.000 0.000 0.000 1.882 -0.657 -0.675 0.000 0.000 -0.661 0.000 -0.706 -0.706 -0.115 -0.115 0.000 0.000 -0.228 1.774 -0.235 0.000 -0.248 -0.248 0.000 0.000 -0.536 -0.536 0.000 0.000 0.000 0.000 0.110 0.110 -0.697 0.000 0.000 0.000 -0.117 -0.117 8.7111287 6.8481296 8.1589565 10.5765244 10.1574357 6.0051507 8.2625389 10.0658469 7.4776385 9.7799380 10.4472651 1.0051844 NA NA 1.4905701 -0.3167078 7.4043224 8.0275190 NA 8.6562028 10.8935898 5.7166453 7.4213150 6.8278813 5.4905765 1.7449791 9.4514071 6.3270783 5.8227735 13.1422702 1.4905701 NA 7.4179327 10.2473724 11.0655767 12.7994856 10.0588054 4.4905765 11.5655258 6.7651594 9.8896267 9.0439602 9.7493120 12.4053462 11.9456114 4.4198287 10.199415 11.640325 NA 12.792727 9.981858 10.789459 5.968625 10.449338 5.451406 9.899969 12.239849 13.179765 12.906244 7.444774 12.779856 5.812506 10.004587 10.111583 4.411141 9.810572 4.987002 12.157943 5.092613 10.380190 10.087300 9.070163 12.592366 9.168046 9.211677 4.227957 7.688848 11.360722 2.683225 9.906621 9.859396 9.916842 12.198183 10.344556 13.511012 14.379378 10.694101 7.512946 8.628667 9.972089 9.747966 12.353768 13.049203 11.484028 7.493795 10.498606 7.914444 11.1587030 11.3118962 0.2681948 9.8021640 12.4218429 11.5308675 9.4694925 9.4288972 9.6228021 15.4076165 8.3216589 8.6590708 9.3485589 8.9072245 8.9686250 11.1627505 11.3297815 7.6276419 13.8728930 9.0186133 9.9610914 9.4514071 10.1063388 6.0926134 7.3767097 10.9872889 11.2824384 10.3297815 8.6775762 10.2121653 10.0407749 8.4206054 9.7317097 11.6588917 9.7166458 12.0313590 NA 9.2358919 8.4694925 10.6146991 8.8828952 12.4867486 10.0045873 7.1136755 8.6518898 9.8748990 10.0319511 9.7917473 8.1589565 6.5287135 7.3591803 9.5161129 NA NA 8.3360678 6.9500099 10.0873000 9.3324790 5.5161129 11.6918266 8.6846312 9.9341134 9.9347052 -1.3168875 10.7907669 14.3039295 9.1021295 9.7000311 11.3077899 11.0774176 9.7398606 9.3923067 6.3125799 10.6443107 10.9525570 NA 7.0141399 6.8531473 12.7116470 9.5412039 10.7995668 7.5161129 6.6888475 13.2699454 10.9706467 10.8493859 11.0341621 9.9425012 12.0635486 5.0755412 10.3257258 9.0979081 9.4865469 10.5357523 11.2018760 10.5439219 2.1426422 NA 7.7795165 5.2223834 13.7258227 10.3701610 8.9500093 1.6832024 8.8440272 10.4986061 0.6832024 8.1447021 6.8730479 11.7842136 5.2681836 8.1790781 TCGA-F5-6702 71 1 869 NA rectum stage iva t3 n1 m1 male 2010 NA no rectal adenocarcinoma NA r0 1 not hispanic or latino NA NA 4 3 2 2 1 3 1 1 1 1 7 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 2.045989e-06 1.005656e-06 31.4606741573034 14.6067415730337 14.6067415730337 35.9550561797753 3.37078651685393 10.142777 9.220252 11.120199 7.518813 13.746895 5.904306 6.247960 13.805295 13.586065 11.293303 8.142250 10.346449 2.424841 2.309351 8.988839 4.216253 7.967571 9.993524 9.278026 10.972621 10.936589 7.414395 13.048507 8.927745 3.631291 10.886159 10.488854 10.571063 9.331727 9.115888 10.648838 10.301358 10.388844 11.063133 9.662506 5.116714 -0.1292700 -0.1292700 0.2117700 0.6749300 0.6749300 0.6916700 -0.1375500 0.0735460 0.0735460 -0.1327100 -0.1327100 3.6569000 3.6569000 0.5805900 0.3052100 -0.2921300 0.0834870 0.9457400 0.9457400 1.0572000 0.0000000 0.0000000 -0.1292700 -0.1292700 -0.1292700 0.0316810 0.1661000 0.1769400 -0.3642000 -0.3642000 -0.3642000 -0.3898100 -0.3922100 0.2319400 0.2024400 0.3040900 -0.6720500 0.6749300 -0.1375500 -0.1375500 0.0735460 -0.1327100 -0.0175280 -0.0175280 -0.1382000 -0.1382000 0.3052100 0.2945300 -0.2921300 -0.3920800 -0.3928600 -0.3928600 -0.3928600 -0.1252500 -0.4003000 0.0026357 -0.1511800 0.0000000 -0.138 -0.138 0.000 0.000 -0.133 -0.133 0.581 0.000 -0.138 0.305 0.305 -0.292 -0.292 -0.392 -0.392 -0.125 -0.125 -0.129 -0.129 -0.400 0.545 0.000 -0.129 0.000 0.000 0.166 0.166 -0.364 -0.364 0.427 -0.385 0.212 0.212 0.304 0.304 -0.011 0.661 0.204 -0.069 0.000 0.000 -0.138 -0.138 0.000 0.000 -0.133 -0.133 0.581 0.000 -0.138 0.305 0.305 -0.292 -0.292 -0.392 -0.392 -0.125 -0.125 -0.129 -0.129 -0.400 0.545 0.000 -0.129 0.000 0.000 0.166 0.166 -0.364 -0.364 0.427 -0.385 0.212 0.212 0.304 0.304 -0.011 0.661 0.204 -0.069 0.000 0.000 7.7958591 7.1422490 8.7674241 11.3177881 10.1802379 6.7904866 9.7265087 9.9411427 7.2122366 8.3808216 8.6282789 5.4925807 NA 5.3968240 5.7243965 -0.2756117 8.6756815 8.0213132 NA 8.8237446 10.6440051 3.9338464 8.3409459 8.6447497 5.0819489 1.5317682 10.0178686 6.2400968 7.4143952 13.1560904 2.7243883 7.6959402 7.3826085 10.1812647 11.5598552 11.9434141 9.5722373 5.5188121 10.7176502 6.1525059 10.5429791 9.0830921 10.0791973 12.6934074 11.9435654 1.9086592 10.3060683 10.6723991 0.3094090 12.3792567 9.6312875 10.4506151 6.3391071 10.5345669 5.2635565 9.8230870 12.0092210 13.1718031 13.0482257 6.7073909 11.2933031 7.7495363 11.3589811 10.0775437 2.6312906 10.1663036 6.0819489 12.0032819 5.7467642 10.1611084 9.9935236 10.8804800 13.1714155 8.6639761 7.9117491 4.2062759 11.0800233 11.5570892 0.7243883 10.1374960 9.7300215 10.0132629 12.2544374 9.2856850 11.6551343 14.0055710 10.5321544 8.1102594 7.3968222 9.0350096 9.4876093 12.0831855 13.0300312 11.0876009 6.8792156 10.5986098 8.1295386 11.9471918 10.7776440 2.1838358 9.2202518 11.9535161 11.1201988 9.0384137 8.9935235 9.2780261 14.7858101 8.0819489 8.6161805 9.8886754 8.9055492 9.1295383 11.1351132 11.2616153 8.4349451 14.6924112 8.7985382 9.8974493 9.3763455 9.4607989 7.6039801 6.9958598 11.2089681 10.5188128 10.4830366 9.9005701 10.6263951 9.9344594 9.3115274 9.8237447 11.4836610 9.9160731 12.1181373 NA 9.1037754 8.6085675 10.4700712 8.7439878 12.6731292 11.3589811 9.0429398 9.9387160 9.8716019 9.3510185 10.5057567 8.5213449 7.7328254 7.7073902 10.6012975 -0.2756117 NA 7.8329217 1.8943327 9.9935236 9.8413906 5.7243965 10.9711375 9.1252763 10.4012355 9.8355325 0.3094090 10.4967115 13.4121007 9.1858765 9.8594649 10.9365893 10.6286552 10.1553720 9.0874366 4.7467642 10.1822908 10.6035053 1.8943327 7.5155595 6.7412054 12.5735088 9.2761051 10.8861587 6.8067056 5.9911839 12.4786581 10.4287329 10.8845835 11.3268638 10.3013583 11.5659612 4.8329204 9.7837413 8.9179222 10.8260444 11.0725718 10.7857681 10.3888442 2.0463164 -1.2754370 8.0131244 5.0819489 14.5617785 9.6062757 9.5196249 -0.2756117 8.9438074 10.5986098 4.7687930 7.6462376 8.7728840 11.7493634 5.1337895 8.9030618 TCGA-F5-6810 71 0 NA 12 rectum NA NA NA NA male 2011 NA NA rectal adenocarcinoma stage iia r0 0 not hispanic or latino NA NA 3 3 1 6 1 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.238784 9.110914 11.452856 7.274689 14.165606 3.997048 7.062639 13.478982 13.874852 11.849961 8.269490 9.988111 3.155749 1.570803 9.654265 4.352144 8.104115 10.217794 10.310988 7.542329 10.918961 7.527887 13.022448 8.253780 5.403551 10.279007 10.698458 10.475420 9.670134 8.599162 10.205143 10.147620 9.868848 8.670134 9.444999 3.780237 0.3561100 0.3502300 0.3103400 -0.1713200 -0.1713200 0.2448300 -0.0853190 1.1001000 0.2749000 -0.0808020 -0.0808020 0.8137700 0.8137700 0.8137700 0.7497600 0.0224500 0.0225900 1.1714000 1.1714000 1.1714000 -0.1255000 0.1523400 -0.0635160 -0.0635160 -0.0635160 0.0034741 -0.1478500 0.2629500 -0.2230500 -0.2230500 -0.4970400 -0.0591300 -0.0527960 0.3103400 0.3058100 0.7239600 -0.2439400 -0.1713200 -0.0853190 -0.0853190 0.2526200 -0.0808020 -0.5171200 -0.5395600 -0.0656230 -0.0656230 0.7497600 0.3100200 -0.5302200 -0.5408100 -0.5427600 -0.5427600 -0.5427600 -0.4899400 1.1714000 -0.9970100 -0.5260500 -0.1796700 0.000 0.000 0.275 0.275 0.000 0.000 0.814 -0.540 0.000 0.750 0.750 -0.530 0.000 -0.541 -0.541 0.000 0.000 0.000 0.000 1.171 1.171 -0.997 -0.526 0.000 0.000 -0.148 0.115 -0.223 -0.223 0.000 0.000 0.310 0.310 0.724 0.724 0.064 0.235 0.308 0.308 0.059 0.185 0.000 0.000 0.275 0.275 0.000 0.000 0.814 -0.540 0.000 0.750 0.750 -0.530 0.000 -0.541 -0.541 0.000 0.000 0.000 0.000 1.171 1.171 -0.997 -0.526 0.000 0.000 -0.148 0.115 -0.223 -0.223 0.000 0.000 0.310 0.310 0.724 0.724 0.064 0.235 0.308 0.308 0.059 0.185 7.9695293 6.7506949 9.6355286 10.6780029 10.3981284 5.7606095 8.8699938 10.1632428 7.3941531 8.1272918 8.7494505 4.5707847 -0.4291485 1.3781232 5.6042078 -1.4293428 9.0106168 8.1910054 NA 8.3861690 10.9264122 0.8927407 9.4028846 9.1320737 6.1482142 2.4709273 10.3126740 5.1253742 8.2833130 13.1486866 2.3781509 6.6260682 6.4534287 11.0921408 12.1360069 12.4033792 9.4580065 5.1706982 10.4542882 5.5707847 10.0696350 8.7100556 10.2746894 12.7027520 12.0444915 2.6967728 9.9849425 11.0294487 -0.4291485 11.7130524 10.0982628 10.1808878 7.1854959 10.8777018 4.1557492 9.5000441 12.5171438 12.9446025 13.0423975 7.0137291 11.8499610 4.6368740 10.1519864 10.7633868 1.5708029 10.3496843 6.0219971 12.9550973 6.4534287 9.9566481 10.2177944 7.6287772 12.8347885 9.3829631 8.5973092 5.3134672 10.6776758 10.8157442 1.3781232 9.7071362 9.9695294 10.4889036 11.8605165 7.8791249 12.2963651 14.0008005 11.2245265 8.5693760 7.1744124 8.9382005 8.8688485 11.9668553 13.4419210 11.5782459 7.4985636 9.8722820 7.7581379 11.4597193 10.7457115 3.1557492 9.1109139 11.5280692 11.4528556 9.2227343 9.0576209 9.0043713 14.5468115 8.3139374 8.0485441 10.1011921 8.7407107 9.2651436 11.1508087 10.4084137 10.1053659 14.7424122 9.0219968 9.9167453 9.6124448 9.7759681 9.0230271 4.8375699 11.8543083 10.8480731 10.9186839 9.9912724 10.3603194 10.3122528 8.6418726 10.1113982 11.4312908 10.2629654 11.4515402 NA 8.7923729 8.3071876 10.2772818 8.0845134 12.3081388 10.1519864 7.8492349 9.2289973 9.0424610 9.0904221 9.7802391 7.9061763 7.5959251 10.7929769 9.4541928 5.1706982 2.1557492 7.3455729 -0.4291485 10.2177944 9.2245265 5.5931535 10.6048970 9.1845751 9.6158628 9.7135310 0.8927407 10.1306408 13.7589882 8.4426910 10.1123664 10.9189606 10.2742568 10.2005977 9.0434766 5.1253742 10.7007127 10.1706056 0.8927407 7.4985636 5.3781405 12.6157775 10.3643891 10.2790075 7.3684471 5.8927140 12.7064149 10.5286133 11.2434321 10.9703308 10.1476196 11.5325972 5.1253742 9.7344354 8.4985636 10.3793478 10.5420599 10.7680025 9.8688483 0.1557492 1.1557492 8.3508499 5.6476023 14.1130620 9.7618451 8.4564821 -0.4291485 8.7218911 9.8722820 7.9822966 8.0465194 7.5191527 12.1716279 4.9283372 7.4442297 TCGA-F5-6811 72 0 NA 979 rectum stage iia t3 n0 m0 female 2011 NA no rectal adenocarcinoma NA NA 0 not hispanic or latino NA NA 2 3 2 3 1 4 2 2 1 5 6 4 0 4 0 0 0 0 7 4 0 0 4 4 0 6 0 4 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 4 0 0 4.196012e-06 1.837923e-06 38.2857142857143 5.14285714285714 13.1428571428571 39.4285714285714 4 10.433083 9.770037 10.753245 6.910502 13.302350 4.119954 7.080426 13.633624 13.195904 12.481306 8.146516 9.226783 1.232415 2.495465 9.383193 4.268053 8.827874 10.551199 9.448691 9.741017 10.798865 8.075409 12.556048 8.565138 1.910502 10.735461 10.418792 10.265302 9.307107 8.933119 10.371981 10.298648 9.858139 11.425709 9.538947 4.610942 -0.0362650 -0.0629640 0.0314360 3.6569000 0.1250500 0.1250500 -0.0051227 0.2236000 0.2236000 0.0129340 0.0129340 0.6858900 0.6858900 0.6858900 2.0840000 0.4107800 0.4107800 1.8235000 1.8235000 1.8416000 0.0345360 0.0401850 -0.4378900 -0.4242900 -0.4242900 0.0000000 0.2673800 0.2856400 -0.0523960 -0.4277800 -0.4398300 -0.4587500 0.3693600 0.0322810 0.0583670 0.7831100 -0.0550950 0.1250500 -0.0051227 -0.0051227 0.2236000 0.0129340 -0.4385400 -0.4473900 -0.3916300 -0.3916300 -0.4468500 -0.4464200 -0.0198630 -0.4590700 -0.4451200 -0.4547900 -0.4547900 -0.0093814 1.8235000 -0.4645600 -0.0306770 0.0345360 0.000 0.000 0.224 0.224 0.000 0.000 0.686 -0.447 -0.392 -0.436 -0.436 0.000 0.411 -0.445 -0.445 0.000 0.000 -0.361 0.000 1.824 1.824 0.000 0.000 0.000 0.000 0.267 0.267 0.000 -0.375 0.400 0.400 0.000 0.000 0.783 0.783 0.000 0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.224 0.224 0.000 0.000 0.686 -0.447 -0.392 -0.436 -0.436 0.000 0.411 -0.445 -0.445 0.000 0.000 -0.361 0.000 1.824 1.824 0.000 0.000 0.000 0.000 0.267 0.267 0.000 -0.375 0.400 0.400 0.000 0.000 0.783 0.783 0.000 0.125 0.000 0.000 0.000 0.000 8.07289309 6.58998215 8.19821419 10.02749552 10.05005323 5.08042743 8.58998178 10.26860352 6.31989246 8.63501574 9.48887447 4.15842590 1.23241517 NA 10.42373594 NA 9.12845967 7.99796470 -0.08957433 8.43210213 10.59305763 3.36992707 8.02163740 8.35758499 6.36171222 5.23243052 9.52152663 5.70491898 7.01378940 13.18873349 2.08041890 3.66539277 7.64182055 10.96747817 11.77584847 13.16235406 9.83605635 6.52521227 11.09252367 5.73246730 10.22395173 9.14186701 10.74022457 12.34234545 11.87628614 3.83507518 10.0816786 11.1605041 -1.0895743 12.6237810 9.5952504 10.7109973 7.0551599 10.3060359 5.3198925 9.5758378 12.6340561 13.5078561 12.9239990 6.2680544 12.4813063 6.1296704 10.4612486 10.4808320 0.4954905 9.5615535 4.9548942 12.3477337 4.2680526 10.2779167 10.5511987 9.6281783 12.2939361 8.8022856 8.3534455 4.5755544 10.1548657 10.7712009 -1.0895743 9.6118083 9.7908507 10.0242440 12.1006352 9.1284597 11.9673089 13.9960502 11.0098497 8.2547976 7.8053195 8.8588690 8.6384222 12.0045796 12.8867079 11.4573650 7.4612486 12.6865236 8.1175164 11.12330219 10.53940302 -1.08957433 9.77003663 11.87952853 10.75324500 9.19359016 9.16198414 9.59875208 14.03223730 7.65196870 8.57938684 9.19359016 9.39129214 9.39733686 10.50575936 11.45811938 8.36447219 14.34473912 8.58822141 9.79772247 9.26364878 9.95216100 7.24141883 7.21428220 11.15991163 10.43161147 11.01050706 9.83234273 9.77623512 9.67703072 8.48520904 10.00325900 11.39230127 9.74655228 11.88353727 NA 8.77932441 8.69017192 10.31191471 8.85448164 12.19098267 10.46124860 7.14890666 9.05770667 9.83382936 9.12603485 10.11934580 8.28667049 6.53985827 7.85594548 9.45062979 4.81739302 NA 7.78701905 0.91050243 10.55119866 9.33571772 4.91050243 11.11812634 9.39129214 10.39129204 10.00193718 -1.08957433 10.43455380 13.91186606 8.74812977 9.96984624 10.79886462 10.88742390 9.89918651 9.22338490 5.59700370 11.32756320 10.80057226 -1.08957433 4.79314678 6.82936503 12.05308761 10.02749552 10.73546057 6.78086649 5.62474721 12.52417622 10.38166894 11.46196978 10.94701889 10.29864835 11.33860024 4.61094214 9.62474740 8.88060778 10.40585721 10.55751051 10.76068868 9.85813878 1.23241517 NA 7.91988290 5.38623499 13.81612390 9.44090819 8.96171072 1.23241517 9.02850838 12.68652357 -0.08957433 8.80683411 7.13450333 11.82339121 4.84123851 7.44577718 TCGA-F5-6812 67 0 NA 1110 rectum stage iia t3 n0 m0 male 2011 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 1 2 2 6 1 1 1 2 1 2 7 0 0 0 0 4 0 0 1 1 4 0 4 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 3.537134e-06 1.040334e-06 23.3082706766917 15.0375939849624 15.7894736842105 37.593984962406 8.27067669172932 10.177148 9.262172 11.282943 6.401400 13.667343 3.317984 7.902946 13.359374 13.471053 11.815740 7.853444 9.997128 5.054948 2.626112 8.778975 4.653587 8.972790 9.804483 10.042010 10.968693 10.194208 7.518123 12.982134 8.615664 3.163692 10.312606 10.595879 10.324410 9.282118 9.108395 10.367054 10.221073 9.728182 12.020733 9.677210 4.317984 0.097472 0.097472 0.114020 -0.056338 -0.056338 -0.056338 -0.378810 -0.020067 -0.019518 0.144070 -0.193810 0.945170 0.945170 0.945170 0.030805 -0.090955 -0.090955 0.988150 0.988150 0.988150 -0.017733 -0.017733 0.077072 0.077072 -0.459290 0.068165 0.085584 0.085439 0.000000 -0.447520 -0.484400 -0.042583 -0.042583 0.061438 0.114020 -0.050977 -0.100850 -0.056338 -0.023249 -0.378810 0.488610 -0.193810 -0.483980 -0.477220 -0.469340 -0.469340 0.030805 0.367810 -0.090955 -0.479920 -0.479920 -0.479920 -0.479920 0.031508 0.988150 -0.109390 -0.538290 -0.017733 0.324 -0.356 0.000 0.489 -0.194 -0.194 0.945 -0.477 -0.469 0.000 0.337 0.000 0.000 -0.480 -0.480 0.000 0.000 0.000 0.000 0.988 0.988 -0.109 -0.501 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 0.000 0.000 0.000 0.430 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.324 -0.356 0.000 0.489 -0.194 -0.194 0.945 -0.477 -0.469 0.000 0.337 0.000 0.000 -0.480 -0.480 0.000 0.000 0.000 0.000 0.988 0.988 -0.109 -0.501 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 0.000 0.000 0.000 0.430 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.20643664 7.26551566 8.31583474 10.74464735 10.47881511 6.40948089 8.47641247 9.97619477 8.25209534 9.59366432 8.43544066 4.21106672 -1.07430434 NA 7.15448499 -0.07430434 7.90865922 8.29417225 NA 8.10308529 11.08364426 2.73302888 7.76486960 7.25658235 6.30070581 2.83256600 9.73140966 6.73944715 7.93689289 13.02764151 1.73300718 1.92565769 6.95357140 9.67553527 11.52092329 12.06777288 9.42251959 6.80830910 10.53012177 5.82785966 10.64334223 9.28759858 10.48456484 12.27844037 11.87074384 3.71435543 10.2052764 10.8216197 0.9256957 12.3404832 9.7836469 10.3477306 6.2017907 10.2919881 7.1877608 9.8921714 12.6325935 13.0859312 13.1023065 7.2610559 11.8157401 6.7135680 10.4711131 10.5269724 2.9256577 9.7466425 6.0754128 12.8882004 6.8325559 10.4013992 9.8044831 9.2963532 12.7349316 9.1399849 7.7617161 4.2184480 10.4550964 11.0974681 1.7330072 9.9577115 9.6226334 10.0600921 12.1174962 9.5486327 12.1231897 13.7663508 11.1096113 8.1947923 8.8006472 9.5980912 9.2133781 11.9964576 13.2681572 11.4776336 7.4294913 10.0804839 8.0420101 11.24984641 10.82690983 3.83255588 9.26217238 12.32907736 11.28294292 8.89577187 9.01047412 10.09433795 14.40386571 8.95908881 8.35820767 10.08174892 9.18540919 9.09559086 10.87585715 11.30341860 8.03805311 14.38628171 9.80371671 10.12778970 9.68804779 9.58030191 6.69385072 8.49172004 10.97347137 10.94212592 10.42501349 9.61216633 10.53715180 10.06393768 8.28154526 10.03940794 11.54817530 9.85935650 12.42409749 NA 9.06265683 8.76486960 10.39987881 8.14483411 12.04119725 10.47111306 8.72656559 9.48025462 9.28431702 9.47737417 9.84154516 7.88856184 7.68721679 6.79164609 9.63991134 2.24759338 -1.07430434 8.39327118 4.90294665 9.80448310 9.00648345 6.44922790 11.37404028 9.34773054 10.39225216 9.72898983 -0.07430434 10.80486614 13.89837644 8.16645737 10.09871825 10.19420786 10.53021904 10.28596427 9.06521712 5.85640312 11.40241202 10.44704054 3.09558691 7.68721679 7.97278971 12.90803558 9.92566585 10.31260607 6.75855636 5.75855636 13.12073039 11.11487264 11.82426721 11.19654514 10.22107315 11.84023783 6.48025543 10.53715180 8.51250543 10.35088174 10.22086076 11.35899046 9.72818226 3.17359120 -1.07430434 8.43391629 4.09558691 14.25945013 9.29961856 8.99310029 2.38509966 8.26902941 10.08048392 3.83255588 8.34562613 7.51812279 11.72898975 5.43346026 8.48408656 TCGA-F5-6813 70 1 598 NA rectum stage iiic t4a n2 m0 male 2011 NA no rectal adenocarcinoma NA r0 12 not hispanic or latino NA NA 3 2 4 6 1 1 1 2 NA NA 7 1 0 4 4 0 0 0 4 4 0 0 4 0 0 7 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2 0 0 0 4 0 4 4.369401e-06 1.941956e-06 29.3478260869565 11.9565217391304 17.3913043478261 31.5217391304348 9.78260869565217 10.3684789 9.3893054 10.7300950 6.3827122 15.2312851 2.9752083 6.6940263 13.3444401 14.0066790 16.6336298 8.5651706 9.3317818 2.1272040 0.8052925 9.5091861 4.1975981 9.8123099 10.4630476 10.4459794 10.8934082 9.7847078 7.7181719 13.2262954 7.9524873 4.8048332 10.4195323 10.8767449 10.5199574 9.2626634 8.0003843 10.1650321 9.6963067 10.3342249 11.7339860 9.4172295 3.9345637 0.5016800 0.5016800 0.0200630 0.3286600 -0.0549600 -0.1396200 0.0054139 -0.5900000 -0.0049844 -0.0023553 -0.0023553 0.7501300 0.7501300 0.7501300 0.0058309 3.6569000 0.0031910 0.9905300 0.9816200 0.9816200 -0.0269880 -0.0381700 -0.5881400 -0.5881400 -0.5721900 -0.0081624 0.0140510 0.0140510 -0.5853500 -0.5853500 -0.0073869 -0.0024159 0.0012481 0.0148590 0.0141900 0.5121100 -0.6089300 -0.5706100 0.0054139 0.0054139 -0.0049844 -0.0023553 0.0015255 0.0015255 -0.5765400 -0.5765400 0.0058309 0.5313400 -0.5901900 -0.5856900 -0.5856900 -0.5856900 -0.5856900 -0.0429240 1.8656000 0.0029133 -0.0225280 -0.0269880 0.000 0.000 -0.590 0.000 0.000 0.000 0.750 0.000 -0.577 0.000 0.526 -0.590 0.000 -0.586 -0.586 0.000 0.000 -0.071 0.502 0.000 0.982 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 -0.571 0.000 0.000 0.000 0.000 0.512 0.512 -0.583 -0.140 0.490 0.490 0.000 0.000 0.000 0.000 -0.590 0.000 0.000 0.000 0.750 0.000 -0.577 0.000 0.526 -0.590 0.000 -0.586 -0.586 0.000 0.000 -0.071 0.502 0.000 0.982 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 -0.571 0.000 0.000 0.000 0.000 0.512 0.512 -0.583 -0.140 0.490 0.490 0.000 0.000 8.9448339 6.1803229 8.7091645 9.8980396 10.6566412 4.6632649 8.1136213 10.2544312 7.6601507 8.7463302 5.4346382 5.5332020 NA NA 8.2294490 -0.1947901 8.4255025 7.3521768 NA 7.7330608 10.7430241 1.3902274 9.3713365 8.6817996 4.9550291 3.3902412 9.5534753 6.6632635 7.6694690 13.0210430 3.1272040 2.2647166 7.3902446 11.6375792 12.0150405 12.3013873 10.0941486 5.2971364 10.7347444 5.9668688 9.8366392 9.2773641 10.8300759 12.3295341 12.1985389 1.2855206 10.4047305 10.9039727 -0.1947901 12.3615491 10.5199574 10.2921175 7.4634941 10.4010062 6.2061626 10.0365037 12.9150316 13.0926342 12.8877643 7.4346391 16.6336298 6.2315476 9.2082946 10.5992922 2.6126356 9.6871613 5.4491387 13.1830353 5.7477982 10.1395558 10.4630476 8.3190100 12.6466503 9.5272361 8.6601510 4.2153524 11.6840998 10.3878950 2.5057131 9.9300501 9.6632635 10.9160920 12.1669522 8.7061492 12.3377602 14.1477107 11.5033360 8.0292845 7.4051951 8.7939671 9.3911841 12.1023421 13.9598238 11.7095766 6.7768265 10.2294488 7.6539055 11.934566 11.157878 2.390255 9.389305 11.417460 10.730095 9.099903 9.346379 8.436460 14.920366 9.354105 8.414461 10.476824 8.570154 9.269828 11.205361 11.536389 9.011137 14.523093 8.367525 9.954395 10.259068 10.429621 7.773950 8.955030 11.943554 10.209892 11.118165 9.631036 10.213081 10.354104 8.461529 9.528090 11.804930 10.084313 12.133981 NA 9.344441 9.190066 10.515228 8.778262 12.887931 9.208295 6.606183 9.396805 8.558499 9.736020 10.302136 9.140952 7.122695 7.819303 9.193300 NA NA 7.715175 4.560171 10.463048 9.015954 6.014737 11.304630 8.475939 10.647240 9.666369 -1.194625 10.831114 14.095517 7.470618 9.959468 9.784708 10.622666 10.221024 8.604564 3.805282 10.311590 10.328585 3.197598 4.162838 8.060311 12.808537 9.433728 10.419532 7.141075 4.663265 12.472727 10.110774 11.126083 11.153457 9.696307 12.019298 5.816510 9.896057 8.301138 10.670242 9.462601 11.203759 10.334225 2.805292 -1.194625 8.527800 6.231548 14.014393 9.218910 9.226295 1.975190 9.008777 10.229449 4.805282 7.635006 7.543374 11.725821 3.892741 7.522959 TCGA-F5-6814 57 0 NA 1131 rectum stage iia t3 n0 m0 male 2011 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 1 4 NA NA 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.934189 9.605700 11.811559 6.681278 12.826378 3.998205 7.227452 12.928866 12.657607 11.288532 8.534259 9.861704 3.091311 5.164565 9.320935 3.791752 9.689988 9.985122 10.458366 5.300768 10.771675 7.905096 12.587670 8.037734 4.593814 10.660854 11.222529 10.856739 9.599770 7.883824 10.694014 10.260823 9.788862 8.648460 9.785383 1.828266 0.0242680 0.0270760 0.0303100 -0.0180780 -0.0180780 0.1311000 0.0104240 -0.0156040 0.0125160 -0.0064184 0.0114000 -0.0709900 -0.0709900 -0.0709900 -0.1272000 -0.1028900 -0.1028900 0.1866200 0.1866200 0.2638800 0.0265140 -0.0753450 0.0015255 0.0207630 0.0301690 0.0528100 -0.0887720 -0.0683950 -0.0913860 -0.0879770 -0.5180500 -0.0561730 -0.0955160 0.0341130 0.0228220 0.0515300 -0.0268510 -0.0180780 0.0104240 0.0011093 0.0058309 0.0114000 0.0311550 0.0200630 -0.0123600 -0.0107840 -0.1272000 -0.1221300 -0.1028900 -0.0073339 0.0000000 0.0000000 -0.0518560 -0.0143660 0.1866200 -0.1129900 -0.0448220 0.0265140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.127 -0.127 -0.103 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.187 0.187 -0.113 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.127 -0.127 -0.103 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.187 0.187 -0.113 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.0121641 4.7158055 9.2188797 8.6252939 9.9896646 3.9657843 8.2728817 10.7495266 6.5724425 8.6433439 3.4605460 8.1393477 -1.4937027 NA 7.1823099 -0.4937027 7.8372697 8.3844034 NA 8.1963508 10.9053635 1.5063480 10.1542608 9.3297199 3.8282761 6.2497734 9.7047976 6.2410622 7.2578969 12.0546930 4.8282812 4.2067917 8.1411635 10.9678321 11.0859043 11.9416323 8.8878956 5.7255203 11.0091472 5.8508269 9.5548396 7.9152765 9.9560171 12.7438174 11.9529191 3.3483316 9.9383725 10.7112295 -1.4937027 11.2180197 9.7315600 10.6621196 7.6787804 9.4177447 4.8813905 8.8550809 11.0071945 12.7578351 13.1485736 7.3392425 11.2885319 7.2645758 9.3289235 11.1893473 0.5063988 10.3265038 5.8726761 12.3498812 4.0913190 10.4966764 9.9851223 8.4474003 12.3791237 9.0406555 8.4807672 5.8089462 11.0532471 11.1256556 2.3137102 10.7420678 10.3040141 10.8098480 11.6589544 9.1946030 12.4377365 14.4081082 10.9106959 5.5616347 7.4634549 9.2171592 6.9326175 11.9588513 13.4884550 11.0599532 6.9492956 9.6187922 8.0141472 12.41493293 10.95395254 0.09125977 9.60570044 11.37478944 11.81155941 9.56637299 9.18407222 9.36277823 14.63122034 8.92209435 7.59910947 9.58116310 8.55074679 8.13752965 10.68346066 10.35653945 10.40199229 15.16319647 8.88247799 9.68563973 9.30482450 10.59944008 7.99016865 5.88139299 12.19875022 11.20245084 10.01761116 9.45179652 10.50881606 10.42260536 8.81371290 9.68190214 11.29812605 10.22531362 11.76797601 NA 8.69864564 9.05902181 10.25034556 9.22402918 13.51884626 9.32892351 5.81923643 8.58583762 7.97191884 9.34082372 10.29221371 10.38402023 6.88573053 9.08520660 8.73156003 5.68626239 -1.49370273 7.67377052 0.82830661 9.98512226 9.75368676 4.63563832 11.22509956 9.62723857 10.49219459 10.12198231 -0.49370273 10.91335484 14.22121528 8.34398070 10.30806105 10.77167466 10.57311460 10.27701651 8.81241447 2.20679949 11.53062663 10.07964011 0.82830661 6.19983918 6.06094230 13.07739421 10.16902103 10.66085439 8.26624074 5.20679167 13.43315825 11.42353825 11.01241224 11.32533419 10.26082265 12.17966173 3.75427824 10.85231227 9.03773418 10.52594338 10.06381637 11.65308044 9.78886202 0.09125977 0.50639883 8.71173063 3.31371023 13.34717976 10.15246130 8.87485904 0.50639883 8.95797581 9.61879219 -1.49370273 8.77430971 7.02205261 12.39709193 6.63047391 5.77313921 TCGA-F5-6861 60 0 NA 1160 rectum stage iia t3 n0 m0 female 2011 NA no rectal adenocarcinoma NA r0 0 not hispanic or latino NA NA 5 2 2 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.609889 8.757973 11.383925 5.990891 13.830489 2.798237 8.442103 13.323436 13.362759 12.209657 8.447588 8.609277 1.213254 3.360125 9.860228 4.405931 9.037106 9.652076 10.564223 7.765679 10.590805 8.177419 12.766502 7.725601 1.575845 10.510528 10.388923 9.930961 9.370270 8.473498 10.490738 9.784278 9.786390 11.496207 9.702845 2.312810 -1.3099e-02 -1.3099e-02 1.1149e-02 -4.8185e-03 -4.8185e-03 -4.8185e-03 -2.7430e-03 8.8610e-01 -3.1583e-03 5.8587e-03 5.8587e-03 7.7027e-02 7.7027e-02 8.9156e-02 -1.7913e-02 -1.8875e-02 -1.8875e-02 4.5857e-01 4.5857e-01 4.5857e-01 2.8791e-02 2.8791e-02 -1.3099e-02 -1.3099e-02 -1.3099e-02 7.6670e-03 6.6931e-03 6.6931e-03 -2.0714e-02 -2.0714e-02 -1.7286e-02 2.7677e-05 2.7677e-05 0.0000e+00 -1.3999e-02 1.1846e-02 -4.8185e-03 -4.8185e-03 -2.7430e-03 -9.7910e-03 -3.1583e-03 5.8587e-03 -1.8463e-02 -2.5182e-02 -2.1892e-03 -2.1892e-03 -1.7913e-02 -1.7913e-02 -1.8875e-02 -3.3105e-02 -3.2696e-02 -3.2696e-02 -3.2696e-02 -2.9967e-02 4.5857e-01 -6.6156e-03 -2.4908e-02 2.8791e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 8.754657 3.960521 9.082768 8.403109 9.292388 3.865365 7.282446 10.468987 7.987130 8.056981 8.789633 2.653863 NA 2.106382 9.259239 NA 8.555676 7.834290 NA 7.909755 10.860486 2.575845 9.558848 9.642541 4.815319 5.294672 9.386069 5.905774 7.789633 12.575463 5.450324 7.276294 6.653857 10.476386 11.190360 12.011293 9.524221 4.960516 10.519343 6.019386 9.619033 8.551403 10.355756 12.641707 12.165921 3.024160 9.7045646 10.7028455 NA 11.9144668 10.0880460 10.0981088 7.6936417 9.6538568 3.9605210 9.3946140 12.0324368 12.8881069 13.1290569 6.5196708 12.2096568 4.6727139 8.4639212 11.0213290 -0.5940076 9.5733474 3.0497876 12.0645870 4.4933912 9.9715073 9.6520761 7.4530533 12.1763867 8.8068087 8.7667763 4.3212138 10.9939411 10.2619656 -0.5940076 9.2364445 9.3874965 10.1461317 11.4933921 7.0352863 12.8470579 14.1430120 10.6437367 7.3745961 7.9528239 9.0243147 9.2435572 11.7567304 13.1888251 11.4291499 7.4720182 9.7874721 8.2229127 12.0061906 10.9564355 -0.5940076 8.7579726 11.0007204 11.3839246 8.9576375 8.7982466 8.3673789 15.4833493 8.3601254 7.6178179 9.3299994 7.4986865 8.7896334 10.7270118 11.1109136 9.9973722 14.1656614 8.4171563 9.1815394 10.3015045 10.3447737 8.4199496 4.2132851 12.0594461 10.8279940 10.6753482 8.9662620 10.4331441 9.9181759 8.4683935 9.3329663 10.6846690 10.7920612 12.5289481 NA 8.8622837 9.0739279 10.0884850 7.2762938 13.4209958 8.4639212 7.4800704 8.1132885 7.7188123 9.9363355 10.0393786 9.4185397 7.0243152 10.3473438 8.2372363 NA NA 6.6105008 NA 9.6520761 9.9951122 5.2003435 11.5090531 9.3528355 9.8052072 10.7576967 0.7278769 10.5886340 14.0137508 8.1691418 9.3090579 10.5908046 10.4639210 10.1946475 8.8704751 4.5144569 11.3238607 10.8008474 -0.5940076 4.7809662 4.1608153 12.6879317 10.0343748 10.5105280 7.3974513 5.4827450 13.0611245 10.9353598 10.9436330 10.7880128 9.7842782 12.3029238 4.9757861 10.7413196 8.2931497 9.9969840 10.5648545 11.8019988 9.7863904 0.4058835 2.7982372 7.6483173 3.9908913 13.6785955 9.5777315 9.2451331 -1.5942254 9.0783723 9.7874721 4.8816646 8.2356519 6.6153825 11.5983762 5.2132851 6.8447208 TCGA-F5-6863 71 1 361 NA rectum stage iiib t4a n1 m0 female 2011 NA no rectal adenocarcinoma NA r0 3 not hispanic or latino NA NA 3 5 2 2 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.231498 8.901069 11.381760 6.825059 13.795981 1.894333 7.523679 13.303119 13.569044 11.392174 8.317228 8.762218 5.313863 2.031819 8.675682 3.742319 8.690037 9.601681 9.786713 7.373294 10.582222 7.815568 13.111553 8.181573 4.819944 10.257142 10.719281 10.072738 9.451211 8.571224 9.929946 9.755998 9.605128 11.243714 9.618153 4.157359 0.66228000 0.56954000 -0.03031800 -0.42237000 1.21890000 1.12210000 0.00050304 -0.03645200 -0.03645200 -0.00752330 -0.00752330 1.32570000 1.32570000 1.32570000 0.37341000 -0.63288000 0.03363800 1.47750000 1.47750000 1.50560000 0.12500000 0.12500000 -0.00723970 -0.00723970 -0.13359000 0.53355000 -0.01436000 0.61836000 -0.03031800 -0.02101200 -0.05783900 -0.02389100 -0.05891600 -0.03031800 -0.74910000 0.54006000 -0.46061000 0.35800000 0.00050304 -0.05204200 -0.03645200 -0.00752330 -0.15515000 -0.15515000 0.05879300 0.10521000 0.37341000 0.37341000 -0.63288000 -0.72809000 -0.72741000 -0.74049000 -0.74049000 0.10857000 0.73371000 -0.41645000 -0.62678000 0.12500000 0.000 0.000 0.000 0.000 0.000 0.000 1.326 -0.155 0.000 0.373 0.373 -0.560 0.000 -0.728 -0.728 0.109 0.109 0.000 0.570 0.659 1.485 -0.350 -0.627 0.000 0.534 0.000 0.592 0.000 0.000 0.603 0.000 0.000 0.000 0.540 0.540 0.700 1.122 0.000 0.000 0.125 0.125 0.000 0.000 0.000 0.000 0.000 0.000 1.326 -0.155 0.000 0.373 0.373 -0.560 0.000 -0.728 -0.728 0.109 0.109 0.000 0.570 0.659 1.485 -0.350 -0.627 0.000 0.534 0.000 0.592 0.000 0.000 0.603 0.000 0.000 0.000 0.540 0.540 0.700 1.122 0.000 0.000 0.125 0.125 8.9111301 6.1797240 8.6451962 8.7794081 10.3075267 4.6809207 8.0782053 10.6492095 7.8415203 9.1115528 7.6002995 6.9211221 -1.4277894 -1.4277894 5.0481272 NA 8.1573565 8.3716756 NA 8.2377296 10.8450236 3.8203219 8.6478728 8.3861751 4.5947635 3.0318186 9.8693101 4.8203219 4.8577969 13.2103205 4.8203219 0.1573025 5.0642448 10.6293702 12.2848133 12.7333682 9.9359811 5.6704268 10.7212041 5.6244197 11.1683506 9.1341113 10.6578663 12.7097284 12.0762196 3.9090338 9.9577170 10.9430812 1.5724046 12.6669664 10.3607043 10.3680276 5.9122427 10.1671849 3.6167929 9.6828772 12.7563393 12.6391558 12.8559163 6.8438570 11.3921737 2.4792823 9.7460710 10.7778817 -0.4275954 9.4777809 3.2728294 12.7653801 6.7720664 10.3197476 9.6016811 6.6384837 12.1839950 9.5653321 8.8131851 4.4584542 9.5885057 10.7354145 2.4792823 10.3422317 9.2849208 10.7693033 11.7170521 5.4550378 13.0977923 14.3056610 10.8753183 7.9817847 8.9343375 9.1815725 9.6478730 12.0032370 13.2940271 11.3728509 7.3172281 9.2225481 8.7485669 12.0318254 11.1866435 2.8203219 8.9010687 11.5435781 11.3817600 9.1981027 9.0153373 8.9200151 15.0676857 10.1086410 7.1648506 9.5553875 7.6167877 9.5745055 10.9111302 10.7918649 9.3065869 14.6713306 9.1815725 9.3331137 10.2012950 10.6435210 7.0880939 3.9986559 11.9655161 11.2534125 10.8778856 10.3857742 10.4679691 10.2663163 9.6129713 9.3821619 11.0647477 10.0287483 12.2360553 NA 8.8191345 8.7842821 10.3251926 6.6058173 12.6430179 9.7460710 8.3071033 9.5996087 7.5207609 9.5149083 9.9732733 8.7326562 6.7068206 8.1096123 9.8450236 NA NA 6.5667467 0.5724046 9.6016811 8.9647114 6.0562107 11.5138083 8.2377296 10.1168753 9.1460411 1.1573671 10.6290315 14.3949896 8.6769927 10.0101459 10.5822224 10.5982255 10.3314497 8.3570285 4.8577969 10.5867631 10.0170257 3.6167929 8.1289001 2.8943133 12.9478406 9.5038701 10.2571424 7.6413603 5.5265916 13.4219944 10.8125889 10.9836400 11.1618109 9.7559982 12.0453385 5.3272814 10.9238852 8.5207609 11.0644974 10.5320335 11.8883925 9.6051283 NA NA 8.5582925 6.6545429 13.4416503 9.4005302 8.8909367 NA 8.8355104 9.2225481 11.8579405 7.4147444 7.5294961 11.8691667 4.2448186 8.2832004 TCGA-F5-6864 74 0 NA 379 rectum stage iiib t3 n2a m0 female 2011 NA no rectal adenocarcinoma NA r0 4 not hispanic or latino NA NA 4 3 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.925641 8.705587 10.782315 7.231365 13.897434 4.121935 8.086209 13.461291 13.978391 12.872893 8.310897 9.884350 3.883767 4.768296 8.846297 3.505256 9.104181 10.189424 9.349077 10.729905 11.093725 8.298809 12.766180 7.997113 1.920293 10.097219 10.749703 9.981534 8.977748 9.198431 9.778279 9.852424 9.130726 8.772047 9.865741 4.298812 -0.0014476 -0.0014476 -0.0114790 0.8151300 1.0001000 1.0519000 -0.2687700 0.0115760 0.0115760 -0.0587310 -0.0587310 1.0274000 1.0274000 -0.0290380 0.0150280 0.1673000 0.1673000 1.7200000 1.9250000 1.6286000 0.0507100 0.0375000 -0.5851000 0.0000000 -0.0014476 0.2080900 -0.0044312 -0.0147780 -0.0063294 -0.0063294 -0.2791800 -0.0234420 -0.6170000 0.0027745 -0.0111980 0.5181400 -0.6278900 1.0001000 -0.2687700 -0.2661200 0.0239870 -0.0587310 0.0037465 -0.0268510 0.0094491 -0.6205400 0.0150280 0.0052749 -0.5990600 -0.6168100 -0.6168100 -0.6168100 -0.6168100 0.0491140 -0.6029300 0.0137720 0.0345360 0.0507100 -0.269 -0.269 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.432 0.167 -0.617 -0.617 0.000 0.000 0.000 0.000 0.000 1.547 0.000 0.000 0.208 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.518 0.518 -0.427 0.201 0.128 0.128 0.000 0.000 -0.269 -0.269 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.432 0.167 -0.617 -0.617 0.000 0.000 0.000 0.000 0.000 1.547 0.000 0.000 0.208 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.518 0.518 -0.427 0.201 0.128 0.128 0.000 0.000 8.6095969 7.4407197 8.3862721 10.8753662 9.9354338 5.8929908 8.7707970 10.3669675 7.3565928 9.2313647 8.4422904 4.2422290 NA -0.4016348 7.3296887 -0.4016348 8.4485562 7.2672549 NA 8.4057244 10.4237259 5.0077606 9.0475182 9.1729630 6.2422252 2.6858280 9.2304559 5.8929908 6.9820741 13.2953914 2.1833277 6.4931878 7.3830044 11.1304819 11.1727265 13.1967710 9.6228167 5.1061640 11.2245668 7.0197186 11.3553428 8.7140635 10.4794835 12.3425264 11.4819675 4.9617159 10.027776 11.666812 1.598365 12.250542 9.943775 10.736961 6.256580 9.747482 5.685834 9.503757 12.891554 13.078402 13.072012 6.685832 12.872893 6.090223 9.999249 10.032998 2.405720 8.892990 5.938220 12.003112 5.227726 9.996044 10.189424 9.118988 12.002447 9.116039 7.966876 4.293525 9.594843 11.252782 3.768290 9.973409 9.265481 10.250318 12.032867 8.874494 12.743983 14.157443 10.683842 9.229547 8.041313 9.556197 9.156790 11.964965 12.530677 11.654155 7.234995 10.655346 8.154876 11.4469925 11.0937250 2.4057201 8.7055868 11.6190023 10.7823150 9.1287759 8.9112524 9.3821863 14.5532233 9.0267298 8.3482391 9.9242371 8.7003450 8.8211646 10.9404442 10.7613902 8.9962153 14.1089483 7.9067084 9.8964322 10.6475374 9.9744949 6.6964015 6.9863870 11.3974487 10.6600783 11.7145510 10.2449282 10.2368054 10.2006044 8.6233431 9.6468564 11.2732238 9.9050009 12.0903203 NA 9.1898920 8.9304062 10.2162961 7.8391609 12.4963095 9.9992490 10.3356169 9.5164874 9.4065292 9.5408840 10.3279903 8.3599208 7.2458284 6.9603136 9.8277892 4.7068952 NA 8.0183298 0.5983652 10.1894243 9.7857215 6.2637049 11.3425727 8.5827882 10.2240784 9.5518386 -1.4016348 10.7257191 14.1362856 9.8265869 10.5146222 11.0937250 10.7462105 10.1786281 8.6577140 5.0413131 10.3752138 10.5775482 2.9906826 6.9515167 6.6317926 12.6341996 9.0077603 10.0972188 7.3432035 5.7980427 12.5551087 9.9581191 11.0989625 10.8457037 9.8524237 11.3307490 6.0578012 10.7072206 8.8439223 10.6203905 9.9287262 11.0212227 9.1307255 0.5983652 NA 8.6093450 4.5291088 13.4719578 9.8445164 9.6805186 1.4057201 8.5077526 10.6553458 5.2277257 7.6123901 7.9157820 11.9171948 5.3797284 6.5350078 TCGA-G5-6233 74 1 556 NA rectum NA t3 n2 m0 male 2009 NA no rectal adenocarcinoma NA r0 27 not hispanic or latino NA NA 4 4 2 2 3 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.157141 8.868503 11.024321 6.755472 13.332269 2.388355 8.003065 12.867849 13.976772 11.679212 7.986915 10.206211 1.250840 3.928920 9.474854 4.572781 9.408704 11.021020 10.004403 12.031556 10.314247 7.214326 13.003316 7.771274 5.629362 10.546391 10.999716 10.235555 8.794657 8.738209 10.223545 10.182771 10.329803 8.745908 9.113799 2.098857 0.2889900 0.1346700 0.2977300 0.5222500 0.5222500 0.5222500 0.0716940 0.4536200 0.0000000 0.7381700 0.7381700 2.0654000 2.0654000 1.5353000 -0.1719400 -0.0150380 -0.0150380 0.8627700 0.8627700 0.8627700 0.0790120 0.0794630 0.0265290 0.0265290 -0.1767500 0.2787000 -0.1624100 -0.1624100 -0.0467030 -0.5844000 -0.1186300 -0.1069500 -0.1069500 0.2977300 -0.2673100 0.0937820 -0.7083700 0.5222500 0.0716940 0.0716940 -0.0082853 0.7381700 -0.1737200 -0.1737200 -0.1685200 -0.1685200 -0.1719400 -0.1719400 -0.0150380 -0.2223000 -0.2223000 -0.3897100 -0.3416900 -0.1247100 0.8627700 -0.1805400 -0.1686500 0.0790120 0.000 0.000 0.454 0.000 0.545 -0.193 1.535 -0.174 -0.169 -0.172 -0.172 0.000 0.000 -0.222 -0.222 -0.168 -0.168 0.000 0.000 0.863 0.863 -0.181 -0.169 0.279 0.279 -0.162 -0.162 0.000 0.000 -0.107 -0.107 0.030 -0.267 0.304 0.000 -0.168 0.522 0.493 0.493 0.000 0.000 0.000 0.000 0.454 0.000 0.545 -0.193 1.535 -0.174 -0.169 -0.172 -0.172 0.000 0.000 -0.222 -0.222 -0.168 -0.168 0.000 0.000 0.863 0.863 -0.181 -0.169 0.279 0.279 -0.162 -0.162 0.000 0.000 -0.107 -0.107 0.030 -0.267 0.304 0.000 -0.168 0.522 0.493 0.493 0.000 0.000 8.150511 4.483513 8.877291 9.698762 9.675438 2.928920 7.752291 10.926809 7.412739 8.703711 9.636283 5.723340 NA 6.683812 8.677117 NA 9.013732 8.003065 NA 8.359376 10.618485 4.543632 9.405670 9.248596 6.250852 2.513895 9.510124 6.817667 8.361466 12.852901 5.558280 7.948514 6.742706 9.973318 10.735876 10.727396 9.191019 8.045268 11.329093 5.601349 9.346776 8.262169 10.283724 12.619326 11.705974 4.267708 9.454445 10.842561 -1.070967 12.020029 9.672075 10.389380 6.805441 10.429268 4.736280 9.824499 11.708438 12.596479 12.945558 7.350989 11.679212 4.656845 8.169715 10.618922 1.513895 10.502098 4.214327 12.142939 5.962348 10.425778 11.021020 7.338315 12.681514 9.481593 9.324458 4.907347 11.265988 10.321778 1.250840 10.096342 9.884574 10.270999 11.521381 8.244074 11.988606 14.479368 11.087218 8.384251 7.973318 9.172098 9.407693 12.333400 13.720443 11.387205 6.774414 10.019698 8.138377 11.64959561 10.70000060 0.51389495 8.86850312 11.34017001 11.02432086 9.48447169 9.55371933 8.62762836 14.68678050 8.02168070 7.32980351 10.47388826 9.58355989 8.64831264 10.28207070 10.72982371 9.51184672 13.96604176 9.13349494 9.17447658 10.17328762 10.55463269 7.18631137 6.19570980 12.42727445 11.01306782 9.91476571 9.90548795 9.70206305 10.14142027 10.44793588 9.80313677 10.79620261 9.67795514 12.16822849 NA 8.73788817 8.38630485 10.18925540 7.33406497 12.57986337 8.16971509 6.89470865 8.53069465 7.37600728 9.61367253 9.81156688 8.93939585 6.71682632 8.23042015 9.47774572 -0.07111807 4.51388863 7.49116605 2.38835488 11.02102028 9.92751428 6.05820608 11.40744071 8.92327727 10.37031186 9.68631388 2.51389495 10.20737324 14.92285731 8.71682632 9.95406338 10.31424697 11.13471708 9.68297615 7.93735263 3.45249001 9.89326467 10.86114965 -0.07111807 4.45248342 6.14809215 12.41601019 9.57458236 10.54639126 7.72671476 5.82374172 13.19160598 11.03253949 10.94433886 10.99434000 10.18277137 11.99954796 5.52883696 9.88820138 8.16732882 10.12859616 10.14627578 10.96612761 10.32980329 0.51389495 0.92895770 8.13781652 7.29961100 13.66511434 9.61717412 8.74590756 -1.07096652 8.91443835 10.01969788 0.92895770 7.09383057 5.90620275 12.17388222 4.62936245 6.27765192 TCGA-G5-6235 72 0 NA 1696 rectum stage iiib t3 n1 mx male 2007 NA no rectal adenocarcinoma NA r1 1 not hispanic or latino NA NA 1 1 2 2 2 2 2 2 2 3 7 0 0 0 7 4 0 0 4 4 0 0 7 1 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 4 0 7 0 0 6.866202e-06 2.323412e-06 30.1115241635688 21.1895910780669 19.3308550185874 23.4200743494424 5.94795539033457 10.9816230 9.3158404 11.0587705 6.4866806 14.4868242 3.1865639 8.2177760 13.3900822 13.4485348 12.6638097 8.4774976 8.4830148 2.3240617 4.4793405 8.8883837 3.3240617 9.0245006 10.6435278 9.3852479 11.6140798 11.4151356 7.9939121 12.5288543 7.9520924 5.5079088 10.4839322 10.6828120 10.5427893 9.9887506 8.9431003 10.1966658 9.9549271 10.6848083 8.7411464 9.8932261 0.4496406 -0.00146590 0.01725500 0.00000000 0.03848900 0.46115000 0.46115000 -0.02192100 0.00513590 0.00513590 0.00615690 0.00615690 0.80558000 0.80558000 0.65590000 -0.00055444 0.31530000 0.31530000 0.72017000 0.72017000 0.72962000 0.27869000 -0.05859600 -0.01936300 -0.00146590 -0.00146590 0.00583090 -0.01009400 -0.00097017 -0.01106000 -0.01106000 -0.01844300 -0.00885260 -0.00885260 0.00777830 -0.00401620 0.32995000 0.00362230 0.46115000 -0.02192100 -0.02192100 -0.00207840 0.00972760 -0.28370000 -0.28370000 0.01433000 0.01433000 -0.00055444 -0.00055444 -0.35099000 -0.34630000 -0.34630000 -0.34630000 -0.34630000 0.01516800 0.72017000 -0.02384000 -0.01367700 0.27869000 0.000 0.000 0.000 0.000 0.000 0.000 0.656 -0.284 0.000 0.000 0.000 -0.351 -0.036 -0.346 -0.346 0.000 0.000 0.000 0.000 0.720 0.720 0.000 0.000 0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.330 0.330 0.000 0.423 0.000 0.000 0.252 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.656 -0.284 0.000 0.000 0.000 -0.351 -0.036 -0.346 -0.346 0.000 0.000 0.000 0.000 0.720 0.720 0.000 0.000 0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.330 0.330 0.000 0.423 0.000 0.000 0.252 0.000 8.647628 2.671995 8.172968 7.163837 9.529965 2.449588 6.380329 9.926000 7.204479 9.251570 11.090439 6.983571 -1.135428 8.021976 10.117886 -1.135428 7.867444 7.812997 NA 8.886997 10.945780 6.684809 8.159250 9.827525 6.380329 5.274019 9.750326 5.403789 9.863220 12.755654 3.034550 9.241840 5.479341 11.269771 11.178929 12.165697 10.081981 5.074082 11.152307 5.112558 10.506681 8.760174 10.691972 12.001822 12.205592 3.529109 9.663101 10.731908 NA 11.879173 9.476576 10.572420 7.457086 9.914478 4.771521 9.668760 12.409594 13.541137 13.088933 6.606096 12.663810 2.186564 6.256946 10.604410 -1.135428 10.441114 4.112558 12.549159 6.103034 10.061231 10.643528 4.419215 12.821278 9.217776 8.913116 4.881885 12.099896 10.751469 NA 9.577156 10.060002 9.884220 12.168553 7.519265 13.511525 14.246968 10.657420 8.585728 8.088631 9.207815 8.694352 12.171972 13.084478 10.997013 7.340363 9.882134 8.311712 11.0373693 10.8533140 0.8646517 9.3158404 11.6383867 11.0587705 9.1325864 9.5093869 9.3220101 15.4686463 8.9090233 7.8304138 9.4626818 10.1243726 9.3940598 10.4105590 11.6987053 9.2733198 13.8540682 9.2580197 9.1752421 9.4976245 9.5255165 7.8419090 6.4719597 11.8649815 10.3301957 10.2966492 10.3357964 9.4894247 9.5950995 8.2136671 9.8461966 11.2882705 9.6303297 12.1619884 NA 8.4325853 8.1477178 10.1718301 8.4774976 13.3666530 6.2569465 7.4382762 6.8419090 5.7834933 10.0771257 9.7745224 8.5090446 6.2221805 9.3240610 9.4570864 0.8646517 5.9307184 7.3403629 5.8646294 10.6435278 9.3393492 3.8188301 11.3955233 9.0850076 9.8911527 10.2089252 0.4496406 10.3813143 13.8730579 9.0232390 9.2199804 11.4151356 10.9219442 9.5598575 8.4115237 6.5441098 11.0587705 10.7921073 0.4496406 6.8419090 5.5788753 12.4232892 10.5183701 10.4839322 6.9360914 6.3075724 13.3180929 10.9547417 11.3413755 10.2558729 9.9549271 11.6307440 2.4495878 9.6711789 8.2418397 11.0831926 10.5228408 10.7245523 10.6848083 2.9520912 -1.1354275 7.7847735 5.2044812 13.4043940 10.0270206 9.0593861 -0.1354275 8.8400329 9.8821337 1.1865639 8.4192182 6.9835705 12.1762357 4.7953670 4.6719840 TCGA-G5-6572 56 1 1432 NA rectum NA NA NA NA male 2004 NA no rectal adenocarcinoma NA NA 0 not hispanic or latino NA NA 2 5 2 3 4 1 1 2 1 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.887668 8.638895 10.727131 6.790021 14.285672 3.779449 7.899003 14.011126 14.207689 12.314155 8.122441 10.441020 1.861916 2.691981 8.764791 3.736378 9.865666 10.356880 9.619026 3.861916 10.374983 7.625680 13.377121 8.545298 6.804532 9.621987 10.116680 10.198296 9.442696 9.055291 9.897782 9.828134 9.503363 12.023466 9.118254 3.084302 0.5754100 0.5754100 0.0000000 0.5553100 0.5553100 0.5553100 -0.6671600 -0.0124380 -0.0124380 -0.0178030 -0.0178030 0.5647200 0.5647200 1.1046000 0.0289030 0.0295470 0.0295470 1.6351000 1.6351000 1.6688000 0.0798800 0.0798800 -0.6251300 -0.6575600 -0.6703700 0.5011600 -0.0052610 -0.0052610 -0.0206870 -0.0356670 -0.0356670 -0.0216470 -0.0216470 0.0000000 -0.0180780 0.5897300 0.5553100 0.5553100 0.0068044 -0.6671600 -0.0124380 -0.0178030 -0.0193140 -0.0193140 0.0200630 0.0200630 0.0289030 0.0289030 0.0413170 0.0141900 -0.6848700 -0.6848700 -0.6848700 0.0345360 0.5960200 -0.0537460 0.0209030 0.0798800 0.000 -0.667 0.000 0.000 0.000 0.000 0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.669 0.000 0.000 -0.658 -0.082 1.635 1.635 0.000 0.000 0.501 0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.590 0.590 0.555 0.555 0.000 0.000 0.000 0.000 0.000 -0.667 0.000 0.000 0.000 0.000 0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.669 0.000 0.000 -0.658 -0.082 1.635 1.635 0.000 0.000 0.501 0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.590 0.590 0.555 0.555 0.000 0.000 0.000 0.000 8.7295358 6.7472706 7.3749829 11.9917691 10.5417847 5.8315403 7.2350205 9.9291986 7.8031243 8.8455409 9.8436395 5.2618429 NA NA 6.1838418 -0.3079299 8.5837725 7.9750770 NA 8.3872169 9.9710188 3.6919919 8.1056168 8.4568603 5.2465791 5.4886114 9.3741055 5.1349314 7.4199088 12.8753915 5.1349314 -1.3079299 5.0843067 11.1406213 11.3142694 12.9061560 10.5292224 7.0539324 12.2362879 6.3714683 10.8433224 8.4482448 10.3819866 12.8663449 11.7666319 2.1289532 10.149882 11.453124 NA 12.404623 10.824488 10.966076 6.321345 9.261844 4.183844 10.466364 12.058857 12.940064 12.655878 7.199783 12.314155 5.291902 10.089129 10.556175 1.861916 8.819983 6.680673 12.568506 7.075693 10.601507 10.356880 7.273189 12.784663 9.140105 9.244658 3.184487 9.122441 10.634137 1.691981 9.846807 9.467599 10.623465 12.548900 7.036285 13.924335 14.299198 11.370149 9.297468 8.231148 8.646185 9.257091 12.355547 12.964400 12.018650 6.784746 10.583772 7.463478 11.4126604 10.4376630 2.6919808 8.6388949 11.8996131 10.7271314 9.0928681 9.4708872 9.0810823 15.4201480 9.5584950 6.7032156 9.2233702 7.2919019 8.6078681 10.7942925 11.7962598 8.8458827 13.4892449 7.9159905 9.4585176 10.0610408 10.1585750 6.5121684 2.2769433 11.4047306 11.7032159 9.5852903 8.9969104 10.6256793 9.8781029 8.6745832 9.3002434 11.4729385 9.5890779 11.7173325 NA 8.9576038 9.1604193 9.9099463 6.5807319 13.7563104 10.0891285 7.0495404 8.8391937 8.3889562 9.0918006 10.2872461 9.3697084 6.9111571 7.5623531 9.4552010 0.2769135 NA 5.9208078 2.8619157 10.3568803 9.3915611 5.4062339 10.9701477 9.0746127 10.0756929 10.5499696 -1.3079299 10.5121676 14.1547465 9.8904338 8.4766235 10.3749833 9.5966232 9.6175431 8.8531205 5.9208078 11.9348651 9.7000532 NA 2.4993484 2.4993484 12.7698058 10.7694721 9.6219868 6.3784891 6.8366475 12.7094061 9.7465929 11.2573288 10.6308332 9.8281339 11.7951126 5.4601724 10.2736601 8.3872169 10.6330363 12.5056697 11.0248644 9.5033634 0.2769135 2.5726714 8.0920784 4.6692706 13.6751159 9.2788286 9.4610001 -1.3079299 7.9375415 10.5837724 8.6359687 9.2731704 8.2135893 11.9900513 4.1182517 8.5577218 TCGA-G5-6641 67 0 NA 804 rectum stage iiia t1 n1 mx male 2009 NA no rectal mucinous adenocarcinoma NA r0 1 not hispanic or latino NA NA 4 1 1 6 3 2 2 1 2 3 6 0 6 0 0 0 0 0 0 0 0 0 0 3 0 6 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.947612e-06 1.040334e-06 36.4406779661017 11.0169491525424 9.32203389830508 33.0508474576271 10.1694915254237 10.147442 9.264898 10.611022 6.323714 14.147869 3.247366 8.195477 13.319454 14.488440 12.814906 8.415544 7.759975 1.045723 8.237529 8.688142 4.451719 8.970542 11.473042 9.421638 12.452466 10.869733 8.946596 12.684075 8.094488 4.984767 10.660071 10.390025 10.247853 9.170884 9.203339 10.541584 10.054718 10.273586 11.626741 9.648614 1.531169 0.35489000 0.35489000 0.24918000 -0.29898000 0.77406000 0.77406000 -0.13096000 -0.00124730 -0.00124730 3.65690000 3.65690000 0.24793000 0.24793000 0.73625000 -0.02562000 0.17302000 0.02876300 0.47976000 0.47976000 0.47976000 0.05110300 0.05110300 -0.53774000 0.71810000 0.35489000 0.00000000 -0.04807200 -0.04807200 -0.10434000 -0.10434000 -0.10888000 -0.57328000 0.07003400 0.24918000 -0.19475000 0.24404000 -0.58696000 0.77406000 -0.13096000 -0.13096000 -0.00124730 0.74347000 -0.13406000 -0.13406000 -0.26071000 -0.11352000 -0.02562000 -0.02562000 0.17302000 0.41747000 -0.55887000 -0.86358000 -0.86358000 0.02146300 -0.25067000 -0.27045000 -0.43225000 0.00083195 -0.131 -0.131 0.000 0.000 0.000 0.000 0.248 -0.134 -0.261 0.000 0.000 0.144 0.144 -0.133 -0.551 0.000 0.000 0.120 0.355 -0.251 0.229 -0.270 -0.432 0.000 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 0.206 -0.195 0.244 0.244 -0.587 0.651 0.152 0.152 0.000 0.000 -0.131 -0.131 0.000 0.000 0.000 0.000 0.248 -0.134 -0.261 0.000 0.000 0.144 0.144 -0.133 -0.551 0.000 0.000 0.120 0.355 -0.251 0.229 -0.270 -0.432 0.000 0.000 0.000 0.000 -0.104 -0.104 0.000 0.000 0.206 -0.195 0.244 0.244 -0.587 0.651 0.152 0.152 0.000 0.000 9.084648 3.183232 9.036684 8.087936 9.598782 3.893721 5.962207 10.720628 8.006889 9.479523 9.590307 4.183232 NA 2.723799 7.945388 -1.276136 8.465268 8.686697 -1.276136 8.399758 10.478689 4.556693 7.524701 9.427705 5.832325 4.933256 9.495291 4.424244 9.728724 12.518217 5.424240 11.019570 7.247363 10.496528 11.296501 11.766828 9.069206 5.789891 11.309198 6.145865 10.884303 8.687246 11.387359 11.924617 11.654723 2.214374 10.2600484 10.3604257 -1.2761357 11.4259738 9.8817796 10.4246743 5.7898909 9.9550223 3.1161152 9.5222730 13.2897957 13.1417196 12.9700964 6.7181547 12.8149059 1.0457225 6.7572246 10.6597028 -1.2761357 9.2196562 4.6779986 13.1240802 4.8937262 11.3946787 11.4730421 5.0457313 12.8288912 9.7599747 8.1975067 4.3868592 12.8686983 10.4500193 0.3087104 9.8893363 9.2385151 10.4870135 11.9638471 5.2936574 12.7706693 13.9127631 11.2333288 9.2444197 8.4346074 8.6003181 8.7266160 11.0304325 13.1515723 11.0289680 7.4853528 9.4015208 7.7238009 11.2733452 11.0703149 -0.2761357 9.2648979 11.5337702 10.6110218 9.2414706 9.0736352 7.7817931 15.5086775 8.3440211 8.0923074 10.0988406 8.6306916 9.2375288 10.5339711 11.5726197 8.5113937 14.0800811 8.6321937 9.1729497 10.0383843 9.7343293 7.0275820 5.4919845 11.4048199 10.2546951 10.4740894 10.5507468 9.8671844 10.1139701 8.0368654 9.8956035 11.6982157 9.8039524 12.6170382 NA 8.9332545 8.6692451 10.8238064 9.7770483 12.5518384 6.7572246 9.4728326 7.4311599 4.8112655 9.4414775 9.8145753 8.3837972 6.8530837 5.9429695 9.4277046 -1.2761357 NA 6.1500661 8.1437613 11.4730421 9.2706955 3.4786871 11.3975519 9.9130080 9.3829052 11.0258688 NA 10.5174044 14.2727735 8.8072805 9.9447839 10.8697332 10.9478028 9.8974782 8.5987824 6.4032814 10.2903310 11.7021738 NA 7.6456419 5.6779986 12.8332237 9.2434375 10.6600710 7.3785801 5.0988406 12.6777247 10.3082940 11.2908065 10.6870585 10.0547180 11.8954471 3.2473655 10.6526896 8.9562219 10.5387840 10.5055706 11.3608788 10.2735858 1.0457225 5.3676576 9.0217376 5.3962280 13.2443584 10.0653200 8.5535237 0.3087104 8.4888219 9.4015208 3.1832324 7.9381205 6.5182172 11.5647757 3.7237988 5.5692906 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 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 3.57464745195187e-06 3.60603321127516e-06 3.60487389894882e-06 3.62354056460282e-06 3.63425969298118e-06 3.68807688413897e-06 3.70472231564095e-06 3.72206871335377e-06 3.89135158127619e-06 4.76678698391438e-07 4.71962993082414e-07 4.83555181443058e-07 4.983119766823e-07 5.00979014193163e-07 5.32851841923073e-07 7.1115859805027e-07 1.29079981953588e-06 1.29259936938216e-06 1.60994536146753e-06 5.6433523000536e-09 2.46091095186234e-08 1.15791872591398e-07 1.63846642752885e-07 1.55902903354324e-07 2.88028027210411e-07 4.04025833469252e-07 4.33757881849125e-07 4.16900632343476e-07 5.04932681108646e-07 5.33025332063022e-07 5.82737413203925e-07 5.83859078732224e-07 5.3234515590562e-07 5.83167529385625e-07 5.42111018459024e-07 5.43440856052152e-07 5.73519651243753e-07 1.73437563375191e-05 1.73790490139869e-05 1.75632495562826e-05 1.75610769617481e-05 1.7605805358962e-05 1.76301675358015e-05 1.76536973509201e-05 1.76901065687589e-05 1.77039498018947e-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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 NA 2.026268e-12 0.0146665 1.086739e-07 0.006311105 1.577112e-10 1.985743e-11 8.923551e-06 0.000137915 6.175558e-09 1.985743e-11 1.985743e-11 4.655448e-05 1.317074e-11 9.462672e-10 0.05043546 1.8295e-12 0.0002872748 0.08037777 0.002782352 0.09251175 3.757633e-11 0.00973622 0.07595451 0.08939379 0.04058453 1.559436e-06 0.01514718 0.005126039 0.09251175 0.08037777 0.04058453 0.09251175 1.131589e-06 0.03810437 0.04058453 0.07858556 0.01552607 0.005126039 0.02733498 5.373621e-05 1.101161e-05 0.04058453 0.03455243 0.03810437 1.834808e-10 0.05935172 0.09251175 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.025154 0.14328 0.02906 8.4017e-05 0.0014039 5.7391e-10 0.13718 0.0012726 0.19252 0.027505 0.0023433 8.6968e-15 1.0776e-16 6.0849e-05 0.1305 2.7454e-08 0.15915 1.9519e-21 7.719e-21 0.033971 0.13718 0.14805 2.1758e-10 4.171e-05 0.013822 0.19022 5.2516e-09 1.4567e-09 0.14076 1.3622e-22 4.2375e-05 1.8791e-10 3.6426e-06 0.0071819 2.9081e-13 0.01028 7.8512e-16 0.20625 0.0014146 0.014135 0.054114 0.064633 0.0043084 0.189 0.025797 4.0204e-06 2.5201e-36 3.8419e-05 0.077076 0.078666 1.8121e-09 7.5766e-06 1.8694e-05 0.23023 2.6061e-24 6.2801e-07 0.00082955 0.077076 1 1 0.975 1 1 1 0 1 1 0.394 0.444 1 0.785 1 1 1 0.785 1 0.69 0 0 1 1 0.444 0.206 1 1 1 1 0.933 1 0.534 0.69 0 0 0.0841 0 0.13 0.534 1 0.862 1 0.415 1 0.541 1 1 1 2.84e-11 7.58e-13 1 1 0 0.795 0 0 0.804 1 0.000227 0.265 6.73e-09 0.292 1.83e-09 7.93e-06 1 1 1 1 4.16e-06 1.23e-09 1 0.00677 1 1 1 1 0 0.419 1 1 0.541 1 0.000100801669853619 0.000101366445387814 0.000101366445387814 0.000101698426223523 0.000101839145242879 0.000103185223169092 0.00010348872196274 0.000103648871346903 0.000107690892598108 0.000109024974093631 0.000109024974093631 0.000109197777682837 0.000110339081644519 0.000110339081644519 0.000115927766584239 0.000144171243059282 0.000232824041851861 0.000232824041851861 0.000276167550467122 0.000100733838555957 0.000146424201635809 0.000468276825905917 0.000468276825905917 0.000468276825905917 0.00064266253571323 0.000774257819100688 0.000774257819100688 0.000101672355583711 0.000121477250294287 0.00012228756680788 0.00012228756680788 0.00012228756680788 0.00012228756680788 0.00012228756680788 0.00012228756680788 0.00012228756680788 0.00012228756680788 0.000100281836496995 0.000100453167672051 0.000101418764522042 0.000101418764522042 0.000101631430089389 0.000101738966804162 0.000101841631824472 0.000102018505382719 0.00010206516869221 0.025154 1.9519e-21 0.14805 1.9519e-21 0.025154 0.15915 0.15915 0.02906 0.15915 0.14328 1.0776e-16 0.15915 0.15915 0.14328 2.7454e-08 0.025154 8.4017e-05 0.14328 1.0776e-16 0.14805 0.14805 0.14328 0.15915 0.027505 0.0023433 7.719e-21 0.025154 0.14328 0.15915 0.14805 0.025154 0.025154 0.025154 0.025154 0.14805 0.025154 0.15915 0.14328 0.15915 0.14805 0.025154 0.14328 0.14328 0.033971 0.02906 7.719e-21 0.025154 0.14328 0.15915 8.4017e-05 0.13718 0.189 0.23023 0.064633 3.6426e-06 0.054114 2.1758e-10 0.064633 0.064633 0.054114 0.013822 0.19022 0.189 0.23023 0.054114 0.014135 0.23023 0.064633 0.025797 0.23023 2.1758e-10 0.054114 0.23023 0.0043084 0.23023 0.23023 0.064633 0.064633 0.23023 0.20625 0.23023 0.23023 0.064633 0.054114 0.054114 0.189 0.23023 4.2375e-05 0.23023 0.23023 0.064633 0.013822 4.2375e-05 0.20625 0.014135 0.23023 0.077076 0.23023 0.189 0.189 0.20625 0.064633 0.20625 0.064633 0.064633 0.23023 0.23023 0.064633 0.064633 0.23023 0.23023 0.077076 0.189 0.064633 2.1758e-10 0.23023 0.064633 0.20625 0.014135 0.013822 0.014135 0.23023 0.054114 2.9081e-13 0.20625 0.054114 0.14076 0.20625 0.054114 0.23023 0.20625 0.014135 0.013822 0.19022 2.1758e-10 2.1758e-10 0.054114 0.23023 1.8121e-09 0.23023 0.20625 0.23023 0.014135 0.20625 0.025797 0.23023 0.014135 0.189 0.189 0.23023 0.014135 0.23023 0.013822 0.189 0.189 0.014135 0.20625 0.064633 0.20625 3.8419e-05 0.19022 0.23023 0.23023